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11/6/18
1
Customer	Perception	Driven	Pricing
• With	evolutionary	products,	Customers…	
– have	experience	with	the	product	category	
– can	conceptualize	potential	variations	on	those	products
– understand	the	value	of	the	benefits	delivered	
– hold	price	expectations	
– can	make	informed	tradeoffs	between	competing	alternatives.		
• Example
– Breyer’s Ice	cream	with	Hershey’s	Chocolate	Chips
– Case	Forklifts	with	automatic	vs.	manual	transmissions
– Security	software	bundled	with	online	data	backup	offerings
– Tide	with	color	safe	bleach
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Why	Conjoint
• Conjoint	analysis	provides	much	greater	relevance	and	
depth	in	price	setting	than	other	methods
– Discriminates	between	the	benefits	of	specific	brands,	product	
attributes,	service	levels,	market	segments
– Narrower	price	bands	than	from	Exchange	Value	Models
– More	insight	and	relevance	than	from	pure	Economic	Price	
Optimization
• Conjoint	is	pricing	according	to	customer	perceived	value
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Conjoint	creates	Part-Worth	Utility	Functions
• Conjoint	treats	a	product	as	a	bundle	of	attributes,	features,	and	benefits
• The	resulting	attribute	to	value	relationship	is	called	a	part-worth	utility	
function.
• The	sum	of	the	part	worth	utilities	of	a	product	is	the	consumer	utility.
• Can	identify	the	willingness-to-pay	by	consumers	for	products	that	don’t	
exist	yet
– Researchers	can	explore	alternative	variations	of	a	product,	even	products	
that	do	not	yet	exist,	and	identify	the	value	customers	would	place	on	a	
product	with	the	associated	features
– Can	be	useful	in	uncovering	new	product	compositions	and	potential	price	
points	that	customers	would	accept	
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
11/6/18
2
Conjoint	is	a	Market	Research	Based	Tool
• As	a	market	research	technique,	the	quantification	of	
value	comes	from	the	perspective	of	the	customer,	not	
the	company
• Has	similar	challenges	to	other	market	research	
techniques
– Shows	a	snapshot	of	customer	willingness	to	pay	with	
limited	ability	to	demonstrate	how	product	valuations	will	
evolve
– Requires	markets	with	many	customers,	not	just	a	few	(In	
B2B	markets,	this	would	include	Seagull,	not	Hawk	
markets)
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Customer	Valuations	Vary
• Conjoint	analysis	can	reveal	the	dispersion	of	value	that	different	customers	place	
on	a	product	or	its	features	
– This	dispersion	can	lead	to	a	range	of	prices	that	appear	to	be	acceptable	to	the	market	
for	a	product
– The	acceptable	prices	range	to	come	out	of	a	conjoint	analysis	is	much	narrower	than	
that	from	a	raw	exchange	value	model,	but	broader	than	that	from	economic	price	
optimization
• Dispersion	of	valuation	between	consumers	can	be	meaningfully	used	to	enhance	
profitability	through	Segmentation
– Customers	will	place	different	value	on	a	product	than	the	producing	firm,	both	greater	
and	lower	valuation
– Greater	valuations	can	derive	from	customers	having	alternative	uses	for	a	product	than	
was	originally	intended	by	the	producer,	or	from	satisfying	a	need	greater	than	was	
anticipated.
– Lower	valuations	can	derive	from	customers	perceiving	a	wider	variety	of	alternatives	
than	originally	anticipated,	or	no	longer	needing	a	set	of	benefits	delivered.
– If	consumer	dispersion	between	valuations	of	specific	features	can	be	aggregated	into	
meaningfully	different	groups,	conjoint	analysis	can	form	the	basis	of	highly	valuable	
market	segmentation
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Example:		Mango	Juice
• While	fresh	mango	juice	is	common	within	tropical	areas,	it	is	harder	to	
find	in	more	northern	latitudes
• Potentially,	a	new	hot	consumer	product
• Mango	juice	is	relatively	expensive	to	produce	in	relation	to	other	juices,	
such	as	grape	or	orange
• Producers	vary	between	offering	pure	Mango	Juice	and	Mango	Fruit	
Blends
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11/6/18
3
Attributes	under	Consideration
• 32	ounce	container	of	Mango	Juice	has	been	determined
• Formulation:
– Pure	
– Fruit	Blend
• Branding
– National	Brand	
– Boutique	Brand
• Price	levels	
– $4	or	
– $7
• Each	of	three	attribute	is	posed	at	two	different	levels	for	this	example,	
but	more	attributes	can	be	included	and	more	levels	can	be	considered
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Attribute	Alternatives
Price
Ingredient Ingredient
Brand
Pure Mango
Juice
Premium Niche
Brand
$7
Mango Fruit
Blend
Premium Niche
Brand
$7
Pure Mango
Juice
Premium Niche
Brand
$4
Mango Fruit
Blend
Premium Niche
Brand
$4
Pure Mango
Juice
National Brand
$7
Mango Fruit
Blend
National Brand
$7
Pure Mango
Juice
National Brand
$4
Mango Fruit
Blend
National Brand
$4
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Rank	Ordering
Price
Ingredient Ingredient
Brand
Pure Mango
Juice
Premium Niche
Brand
$7
Rank = 6
Mango Fruit
Blend
Premium Niche
Brand
$7
Rank = 8
Pure Mango
Juice
Premium Niche
Brand
$4
Rank = 2
Mango Fruit
Blend
Premium Niche
Brand
$4
Rank = 4
Pure Mango
Juice
National Brand
$7
Rank = 5
Mango Fruit
Blend
National Brand
$7
Rank = 7
Pure Mango
Juice
National Brand
$4
Rank = 1
Mango Fruit
Blend
National Brand
$4
Rank = 3
• Research subjects are asked to rank order their preferences
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11/6/18
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Scoring
• The	researcher	then	proceeds	to	prepare	the	data	for	evaluation	by	scoring	it	
from	0	to	7,	where	the	lowest	score	is	that	which	yields	the	lowest	utility	and	
the	highest	score	yields	the	highest	utility.
Price
Ingredient Ingredient
Brand
Pure Mango
Juice
Premium Niche
Brand
$7
Score = 2
Mango Fruit
Blend
Premium Niche
Brand
$7
Score = 0
Pure Mango
Juice
Premium Niche
Brand
$4
Score = 6
Mango Fruit
Blend
Premium Niche
Brand
$4
Score = 4
Pure Mango
Juice
National Brand
$7
Score = 3
Mango Fruit
Blend
National Brand
$7
Score = 1
Pure Mango
Juice
National Brand
$4
Score = 7
Mango Fruit
Blend
National Brand
$4
Score = 5
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
Part	Worth	Utility
Feature Part Worth
Utility
Ingredient Pure Mango (2+3+6+7)/4 4.5
Fruit Blend (0+1+4+5)/4 2.5
Brand Premium
Niche
(2+0+6+4)/4 3.0
National (3+1+7+5)/4 4.0
Price $7 (2+0+3+1)/4 1.5
$4 (6+4+7+5)/4 5.5
• Part-worth Utility is found by averaging product scores among attribute
• Part Worth Utility measured in Utils, an economist metric of utility.
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Product	Utility
• To	find	the	utility	of	a	product,	we	simply	add	the	part	worth	utilities	
• We	can	see	that	the	part-worth	utility	valuation	creates	the	same	
utility	ranking	as	was	reported	in	the	survey	ranking
Product Utility (Utils) Utility
Ranking
Pure Mango, Premium Niche Brand, $7 4.5 + 3.0 + 1.5 = 9.0 6
Mango Fruit Blend, Premium Niche Brand, $7 2.5 + 3.0 + 1.5 = 7.0 8
Pure Mango, Premium Niche Brand, $4 4.5 + 3.0 + 5.5 = 13.0 2
Mango Fruit Blend, Premium Niche Brand, $4 2.5 + 3.0 + 5.5 = 11.0 4
Pure Mango, National Brand, $7 4.5 + 4.0 + 1.5 = 10.0 5
Mango Fruit Blend, National Brand, $7 2.5 + 4.0 + 1.5 = 8.0 7
Pure Mango, National Brand, $4 4.5 + 4.0 + 5.5 = 14.0 1
Mango Fruit Blend, National Brand, $4 2.5 + 4.0 + 5.5 = 12.0 3
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
11/6/18
5
Using	Utils	to	determine	Price	Differentials
• Because	price	was	one	of	the	attributes	being	
measured	in	the	conjoint	analysis,	we	can	
place	a	monetary	value	on	Utils.
– Over	the	price	range	from	$7	to	$4,	the	part-worth	
utility	ranges	from	5.5	to	1.5.		
– Thus,	a	differential	Util	is	valued	at	$.75/util
( )
( )5.15.5
4$7$
-
-
=Util
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Potential	Compelling	Offers
• The	preference	value	this	participant	places	on	a	national	brands	versus	
boutique	brands	is	1	util,	or	$0.75.		
– The	premium	niche	brand	detracts	value	from	the	product	for	this	participant	
with	respect	to	national	brands.
• The	preference	value	this	participant	places	on	a	Pure	Mango	Juice	versus	
a	Mango	Fruit	Blend	is	2	utils,	or	$1.50.		
– Purity	in	mango	juice	adds	value	for	this	participant.
• Potential	products.
– Market	a	boutique	brand	of	pure	mango	juice	competing	against	an	
established	national	brand	of	mango	fruit	blend	priced	at	$4	would	have	to	
market	their	product	at	a	price	less	than	$4.75	to	attract	this	research	
participant.	
– $4.75	is	found	by	adding	the	util	difference	between	premium	niche	versus	
national	(-1.0	utils)	and	the	util	difference	between	pure	mango	juice	and	
mango	fruit	blend	(2.0	utils),	which	yields	1	util,	where	1	util	is	valued,	by	the	
customer,	at	$.75
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The	Larger	Market
• Different	customers	will	have	different	utility	rankings,	
and	therefore	different	part-worth	utilities	for	the	
various	attributes
• The	aggregate	market’s	part-worth	utility	for	specific	
attributes	is	the	average	of	the	individual	participants	
part	worth	utility.
• If	there	are	meaningful	differences	between	groups	of	
market	research	participants	in	their	utility	rankings,	
researchers	can	segment	the	market	and	uncover	the	
utility	different	segments	would	place	on	different	
product	compositions.		
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11/6/18
6
Deliverable….
• Which variables	would you
guys use	to	build a	conjoint
annalysis today?			According to	
the product chosen for your
class ….
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5	Steps	to	Conjoint	Analysis
1. Attributes	Definition
2. Stimulus	Presentation
3. Response	Measurement	
4. Evaluation	Criterion
5. Data	Analysis
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11/6/18
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1.	Attribute	Definition
• The	attributes	and	attribute	level	lists	need	to	be	full,	relevant,	and	executable.		
– Conjoint	can	only	value	an	attribute	this	is	included	in	the	research,	and	only	within	the	
range	of	levels	examined
– Adding	more	attributes	quickly	adds	complexity,	and	costs,	but	also	delivers	more	insight	
and	flexibility
• Attribute	Types
– Physical	attributes
– Performance	benefits
– Psychological	positioning.	
• Attribute	Levels
– Thee	attributes	are	examined	at	specific	discrete	levels,	not	on	a	continuous	scale
– Need	to	ensure	that	the	levels	span	the	dimension	under	investigation,	but	is	fine	
enough	to	indicate	intermediate	points.
– For	example:		Commuter	bicycle	the	tires	at	three	levels	of	narrow,	medium,	or	wide	
width,	or	the	selection	could	be	expanded	to	include	five	levels	with	extra	wide	and	
extra	narrow.	
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2.	Stimulus	Presentation
• Verbal
– “Brand:		National”
– The	attribute	is	listed	along	with	its	level
– Advantages:		
• simplicity	in	execution
• efficiency	in	collection	of	data
• variety	in	number	of	attributes	and	levels	which	can	be	
considered	in	a	single	study
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2.	Stimulus	Presentation
• Paragraph	
– “The	brand	would	be	a	nationally	well	known	brand.”
– Attribute	is	described	using	natural	language	in	
complete	sentences
– Advantage:
• provides	a	more	realistic	and	complete	description	of	the	
product	which	would	lead	to	more	reliable	measurements	
of	results.		
– Disadvantage:
• Descriptions	will	be	long	
• it	limits	the	total	number	of	descriptions	to	a	small	number
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11/6/18
8
2.	Stimulus	Presentation
• Pictorial	
– Visual	props	used	in	an	interview	setting.
– Advantage:	
• Realistic
• Pictorial	representations	are	more	likely	to	accurately	
communicate	the	meaning	of	different	attribute	levels
• Participants	are	less	likely	to	suffer	from	information	
overload	in	reviewing	multiple	lists	of	features,	
• the	task	itself	is	more	interesting	and	less	fatiguing	
– Disadvantage:	
• the	cost	to	prepare	and	present	the	stimulus	can	be	high.	
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3.		Response	Measurement	
• Rank	ordering	
– Nonmetric	measurement
– Participants	are	provided	with	a	stack	of	cards	
where	each	card	holds	a	product	description	or	
stimulus	presentation.		Participants	are	then	
asked	to	divide	the	cards	into	two	halves	of	
preferred	and	not	preferred	products,	and	then	
repeat	the	procedure	of	starting	with	the	
preferred	half,	moving	through	out	the	pile,	until	
the	ranking	has	been	complete.	
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3.		Response	Measurement	
• Paired	comparisons
– Nonmetric	measurement
– Two	products	are	presented	at	a	time	and	the	
participant	is	asked	to	state	their	preference.	
Which commuter cycle do you prefer?
Grey
Disc Brakes
700x38C Street tires
Made in China
Well known brand
Price is several dollars
more than average
Black
Pivot Brakes
26” X 1.95”
Rugged tires
Made in the USA
Unknown brand
Price is average
OR
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11/6/18
9
3.		Response	Measurement	
• Rating	scales	
– Participants	are	asked	to	rate	
their	level	of	interest	in	a	
product.		
– The	scale	can	be	continuous	as	
shown	in	the	exhibit	or	discrete,	
such	as	giving	a	product	a	rating	
between	1	and	100	in	whole	
numbers
– Functionally,	researchers	have	
shown	that	rating	scales	and	
rank	ordering	can	yield	similar	
results	under	many	
circumstances
• Commuter	Cycle	
– The	cycle	is	Grey	
– The	cycle	has	disc	brakes	
– The	cycle	is	better	than	average
– The	cycle	is	several	dollars	more	than	average
– The	cycle	is	made	in	China
– The	label	on	the	cycle	is	a	well	known	brand
• Based	on	the	information	above,	how	likely	is	it	
that	you	would	purchase	this	commuter	cycle
Not at All
Likely
Very
Likely
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4.		Evaluation	Criterion
• Criteria	used	to	rank	preferences
– Overall	Preference	or	Intention	to	Buy
• Overall	Preference	
– When	studying	more	established	markets,	preference	
evaluation	have	been	identified	to	be	more	useful	in	estimating	
market	shares.	
• Intention	to	Buy
– Suitable	for	new	product	classes	and	service	that	consumers	to	
not	purchase	currently.		
– These	studies	help	researchers	estimate	the	potential	market	
size.		
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5.		Data	Analysis
• The	type	of	data	analysis	that	is	conducted	will	depend	upon	the	prior	
decisions	regarding	response	type.		
• Rank	ordering	
– Recognize	that	we	don’t	really	know	by	how	much	one	alternative	is	
preferred	over	another.		
– We	can	only	analyze	the	ordering	of	preferences	through	techniques	such	as	
monotone	analysis	of	variance	(MONANOVA),	PREFMAP,	or	LINMAP.		
• Paired	Comparisons	
– Participants	have	been	asked	to	state	their	probability	of	choice,	
– LOGIT	and	PROBIT	methods	can	be	used	to	accommodate	the	fact	that	
probabilities	lie	between	zero	and	one.		
• Rating	scores	
– Regression	analysis	such	as	ordinary	least	squares	(OLS)	or	minimizing	sum	of	
absolute	errors	(MSAE).		
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11/6/18
10
A	rose	is	a	rose	by	any	other	name
• Conjoint	Analysis	is	marketed	under	a	variety	
of	names
– Discrete	choice	and	tradeoff	analysis	are	two	of	
the	more	popular	names
– Regardless	of	name,	each	variant	shares	the	same	
basic	principles	
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Summary
• Conjoint	analysis	tends	to	dominate	pricing	challenges	with	evolutionary,	
differentiated	products
• Conjoint	analysis	treats	a	product	as	a	sum	of	its	parts,	including	features,	
attributes	and	benefits
• Conjoint	analysis	reveals	the	part-worth	utility	that	customers	place	on	
specific	attributes.		
• Dispersion	between	the	part-worth	utility	functions	of	customers	can	be	
used	to	identify	market	segments	and	estimate	market	shares	of	products	
serving	those	market	segments.
• Project	Plan:		attribute	definition,	product	description	selection,	response	
type	selection,	evaluation	criterion,	and	data	analysis
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Price	Variability	in	Autos
• Large	variation	of	prices	for	a	similar	good	within	
the	same	category
– Tata	Nano	$2500
– Chevrolet	Malibu	$28,000
– Bentley	Flying	Spur	$170,000
– a	factor	of	68	between	the	lowest	price	production	car	
and	the	highest	price	product	auto
• What	justifies	the	price	difference:		Benefits
• Benefits	based	pricing	is	a	direct	extension	of	the	
economics	of	pricing
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11/6/18
11
Price	to	Benefits	Map
• Price	Boundary	Theory	
– Identify	relevant	competing	
alternatives
– Define	the	value	differential
– Pricing	accordingly
• The	price	to	benefits	map	plots	
the	position	of	products	in	
terms	of	perceived	products	
and	perceived	benefits….
– Visual	representation	of	how	
customers	perceive	the	value	
trade	off.
PerceivedPrice
Perceived Benefits
Tata
Nano
Lexus LS
Chevrolet
Malibu
BMW 7
Series
Bentley Flying
Spur
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EVM	Model	Delivers	Price	to	Value
Stent Exchange Value Model Results
0
500
1000
1500
2000
2500
3000
3500
4000
Standard Stent Druge Eluting Stent
Strent
EvaluatedValue
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Conjoint	Delivers	Price	to	Value
Mango Juice Conjoint Analysis Results
$3.00
$3.50
$4.00
$4.50
$5.00
$5.50
$6.00
Mango Fruit
Blend,
Premium
Niche Brand
Mango Fruit
Blend,
National
Brand
Pure Mango,
Premium
Niche Brand
Pure Mango,
National
Brand
Product Features
PerceivedValue
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11/6/18
12
The	Market	Expects	Price	to	Value
Exhaust Fan Prices (Grainger)
$800
$900
$1,000
$1,100
$1,200
$1,300
$1,400
$1,500
$1,600
0 1000 2000 3000 4000 5000 6000 7000
Capacity (CFM)
Price
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Pricing	Areas
• Value	Equivalence	Line	
– Where	price	increases	
proportional	to	benefits	
increases
• Value	Advantaged
– Excess	benefits	beyond	what	is	
captured	in	price
• Value	Disadvantaged
– Priced	higher	than	what	would	
be	justified	based	on	the	
measure	of	benefits	alone
PerceivedPrice
Perceived Benefits
Value
Advantaged
Value
Disadvantaged
Zone of
Indifference
Value
Equivalence
Line
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Zone	of	Indifference
• Around	the	value	equivalence	line	is	a	zone	of	indifference
– Small	variations	in	price	or	benefits	around	the	value	equivalence	line	have	
non	measureable	effect	on	sales	volume
• Not	all	products	will	fall	along	the	value	equivalence	line
– Outside	of	this	zone	of	indifference,	lies	the	value	advantaged	zone	and	the	
value	disadvantaged	zone.		
– Products	lying	in	the	value	advantaged	or	disadvantaged	zones	are	either	
priced	significantly	lower	or	higher	than	the	corresponding	levels	of	benefits,	
as	perceived	by	customers
• Elasticity	is	a	key	ingredient	for	determining	the	width	of	this	zone.	
• There	is	a	range	of	pricing	moves	that	will	not	impact	purchasing	behavior	
at	all
– Range	of	demand	inelasticity,	as	the	next	nearest	competitor	is	out	of	the	
comparison	metric
– Can	be	a	source	of	a	painless	price	increase,	thus	improving	profitability
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11/6/18
13
Variance	in	Price	Elasticity
• Big	Number	syndrome
– large	changes	in	price	have	non-linear	
effect	on	elasticity	of	demand
– Zone	of	credibility	
• Below	expectation	price	the	offering	has	no	
credible	value.		
• Above	expectation	price	and	customers	do	
not	believe	it	is	possible	to	deliver	that	
many	benefits
• Benefit	Bracketed
– Benefit	Floor:		Required	minimal	level	of	
benefits
– Benefit	Ceiling	:		Exceeding	a	maximum	
level,	maximum	WTP	for	benefits	…	more	
horsepower	in	a	car	becomes	unnecessary
• Price	Capped
– Budget	constraints
– Price	category	spending	constraints	
• Variance	by	segment
– different	customer	segments	have	
different	price	sensitivities
• Variance	with	time
– customer	needs	change	over	time,	product	
lifecycle	and	expectation	of	growing	
benefits	for	same	dollar
• Variance	by	price	communication	method
– daily,	monthly,	or	annual	payment	
schemes	can	affect	price	sensitivity
• Variance	by	discounting	method
– off	invoice	discounts	vs.	on	receipt	
discounts	have	different	effects	on	
perceived	price
• Creating	demand	vs.	shifting	shares
– market	growth	by	lowering	price	of	item	or	
is	it	just	steeling	a	fixed	share
• Cross-product	elasticity.		
– Switching	between	categories:		cars	vs.	
bicycles
– As	aluminum	became	cheaper,	it	displaced	
steel	in	beverage	cans,	later	displaced	
itself	by	plastic
– Paper	or	plastic	bags
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Value	Advantaged
• At	times,	companies	will	choose	to	price	
aggressively,	thus	providing	more	benefits	than	
expected	at	a	given	price	
• Unharvested	Value
– Some	authors	refer	to	products	priced	in	the	
value	advantaged	zone	as	suffering	from	
“unharvested	value”	because	the	company	has	
the	opportunity	with	products	that	are	“value	
advantaged”	to	raise	the	prices.	
– Consider	it	a	pricing	error
– Ex:	selling	front	row	seats	at	the	same	price	as	
lawn	seats	in	a	large	amphitheatre
• Market	Share	Taking
– Customers	perceive	that	more	benefits	are	
delivered	at	a	given	price	through	the	value	
advantaged	product,	and	rationally	choose	to	
select	that	product.
– Warning:		deliberately	pricing	products	in	the	
value	advantaged	zone	is	likely	to	instigate	a	
competitive	reaction,	such	as	a	potential	price	
war,	harming	overall	industry	health
• Hypercompetition
– Certain	product	categories,	technology	driven	
sectors	in	particular,	enjoy	sequential	
improvements	in	product	quality	over	time
• Autos	and	gas	mileage
• DRAM	decreases	in	costs	per	kb	each	time	a	new	
photolithography	standard	becomes	available
• LCD	TV’s,	computer	processors,	etc	likewise	enjoy	
such	costs	reductions	over	time
– Aggressively	pricing	new	technology	that	offers	
significant	costs	advantages	over	legacy	
technology	is	a	common	trait	in	certain	markets.		
Forms	the	basis	for	the	concept	of	
Hypercompetion,	
– See	D’Aveni
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Value	Disadvantaged
• At	the	other	end	of	the	spectrum,	
companies	will	at	times	price	a	product	
high	in	comparison	to	the	perceived	
benefits	of	that	offering.
• Missed	Opportunities
– Some	authors	refer	to	this	as	missed	
opportunities,	as	the	firm	could	have	sold	
a	higher	volume	if	their	prices	were	more	
inline	with	expectation	levels
– Consider	it	too	a	pricing	error
– Ex:		Unsold	advertising	space	within	a	
poplar	magazine
• Usually	results	in	a	loss	of	market	share
• Can	be	stable	if	the	product	does	offer	
superior	benefits	along	a	dimension	not	
measured
– Can	be	used	effectively	to	capture	profits	
from	a	segment	that	seeks	value	and	
derives	benefits	from	a	source	of	features	
or	placement	that	is	along	another	
dimension	than	that	measured.
– Ex:		Bentley	Silver	Spur	@	$170,000	vs.	
Porsche	911	GT2	@	$194,000
– Both	priced	relatively	high,	but	for	a	sedan	
seeking	buyer,	the	Porsche	is	priced	too	
high	as	it	fails	to	provide	luxurious	seating.		
Meanwhile,	for	the	performance	seeking	
buyer,	the	Bentley	Silver	Spur	is	priced	to	
high	for	the	level	of	performance	sought.
• In	this	case,	it	is	suggested	that	the	market	
be	segmented,	and	generate	specific	Price	
to	Benefits	maps	for	the	independent	
market	segments.		
– i.e.	luxury	sedans	as	one	segment	and	
luxury	sports	cars	as	another	segment
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11/6/18
14
Constructing	Price	to	Benefits	Maps
• Executive	Approach
– Identify	competing	products	and	their	features	,	benefits,	and	prices.		Position	them	on	
the	price	to	value	map	according	to	management	impressions	of	the	valuation	of	
competing	benefits
• Delphi	Approach
– Use	a	defined	or	identified	market	transaction	prices	and	independent	expert	
evaluations	of	“benefits”
• Consumer	Research	Approach
– Measure	the	level	of		perceived	benefits	and	perceived	price	for	a	number	of	
products,	as	well	as	the	variation	in	prices	in	which	customers	are	indifferent	
to	changes.	
– Plot	the	products	according	to	the	mean	perceived	price	and	mean	perceive	
benefits.		Use	the	variation	in	prices	to	define	ellipses	of	uncertainty	about	the	
mean	price	and	benefits	for	the	products.
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Dispersion	in	Perceived	Price
• Within	the	market,	a	single	product	
may	be	sold	at	a	number	of	different	
prices,	and	the	perceived	price	may	at	
times	vary	away	from	the	actual	
transaction	price
– Varies	between	customers	
• Hidden	price	vs.	explicit	price	
statements		
– Phone	tariff	structures	of	incumbent	
vs.	new	entrant
• Usage	rates	and	flat	fees…	price	per	
unit	can	vary
– Distribution	Channel	and	Locations	–
each	gives	variation	in	price.		
– Promotional	discounts	
• Couponing	and	price	promotions
• Can	create	challenges	in	cross	channel	
cannibalization.
• Perception	mismatch
– Customer	may	place	an	expected	price	
on	a	product	based	upon	the	last	time	
they	purchased	that	product,	however	
due	to	changes	in	economic	situations,	
the	price	will	change	over	time.		
Especially	true	during	inflationary	
times.		
PerceivedPrice
Perceived Benefits
Large
Dispersion in
Perceived
Price
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Dispersion	in	Perceived	Benefits
• Perception	of	benefits	gained	from	utilizing	a	product	varies	among	customers	– orientation	
of	segmentation
– Most	common	error,	to	include	to	multiple	and	disparate	market	segments	as	one	in	making	a	Price	
to	Benefits	map
• Poor	marketing	communication	techniques
– Can	be	due	to	miscommunication	of	the	benefits	where	some	MarComm	focuses	on	one	set	of	
benefits	while	other	MarComm	focuses	on	another	set	of	benefits,	leaving	the	recipients	of	the	
message	confused	as	to	the	exact	set	of	benefits	or	their	value	– Can	be	an	area	to	“fix”	within	the	
company
– Arises	naturally	when	different	segments	pay	attention	to	promotional	activity	differently.		Some	
segments	are	more	responsive	to	marketing	communication	than	others,	driving	a	dispersion	in	
perceived	benefits	(McDonalds	Healthy	Choices)
• Common	also	in	experience	and	credence	goods,	
– the	benefits	of	the	product	can	only	be	poorly	perceived	prior	to	purchase,	if	they	are	ever	observed	
(credence	goods)
– customers	with	direct	and	recent	exposure	to	the	product	are	likely	to	have	a	more	accurate	reading	
of	the	benefits	than	those	with	less	exposure	to	the	product
• Dispersion	in	risk	tolerance	affects	benefits	perception
– Risk	aversion	and	aversion	to	change	may	cause	many	customers	to	discount	the	perceived	benefits,	
while	other	customers	seek	the	benefits	precisely	because	they	bring	about	change
– Also	seen	in	business	markets,	where	executive	management	seeks	change	and	improvement	while	
mid-level	management	seeks	stability	and	steady	career	improvement
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11/6/18
15
Dispersion	in	Perceived	BenefitsPerceivedPrice
Perceived Benefits
Large
Dispersion in
Perceived
Benefits
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Benefit	Sources	
• Functional	benefits	
– physical	nature	or	performance	characteristics	of	the	product
– Examples:		Cars,	jewel	clarity	and	size,	square	footage	&	
neighborhood,	
• Process	benefits
– lowering	transactional	costs
– quicker,	safer,	easier,	reduced	search	costs,	etc
• Relationship	benefits
– accrue	to	the	customer	from	a	mutually	beneficial	relationship	
with	the	seller
– emotional	connection	to	the	brand	or	sales	representative,	
loyalty	rewards,	information	provisions,	- lower	search	costs	or	
design	costs.
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Market	Confusion	
Simultaneous	Dispersion	in	Perceived	Price	and	Benefits	
PerceivedPrice
Perceived Benefits
Large Dispersion in Perceived
Benefits and Price
Leading to poor purchases, and
ultimately brand betrayal or lost
opportunities
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11/6/18
16
New	Product	Positioning	or	
Repositioning
• Key	Pricing	issue	in	Product	Launch/Repositioning	is	where	
on	the	Price	to	Benefits	map	should	the	product	fit?
– Where	is	the	customer	addressable	horizon?
• Customers	from	a	higher	price	/	higher	benefit	region?
• Customers	from	a	lower	price	/	lower	benefits	region?
– Where	are	the	adjacencies	from	which	the	new	product	will	
take	market	share	or	grow	the	market?
– What	is	the	likely	response	of	the	nearest	competitor?
– Is	the	new	position	defensible?
• Choices:
• Value	Equivalence
• Value	Advantaged
• Value	Disadvantaged
– For	Each,	why	would	you	take	one	stance	vs.	another?
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Price	Neutral
• Pricing	along	the	Zone	of	
indifference
• Occurs	when	there	is	a	opening	in	
the	Price	to	Benefits	map	that	is	
currently	un-served
– From	whom	will	you	see	a	
response,	those	closest	to	you	in	
the	Price	to	Benefits	map.	
• Somewhat	unlikely	to	have	a	
strong	competitive	response
• Will	capture	profits	in	proportion	
to	benefits
• Safest	from	a	pricing	perspective.		
Puts	pressure	on	other	marketing	
levers,	distribution	and	promotion,	
in	driving	volume
PerceivedPrice
Perceived Benefits
New
Product
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Penetration	Pricing
• Pricing	at	a	low	level	compared	to	level	
of	benefits	offered
• Using	price	as	a	means	to	gain	market	
share
• Can	come	from	increasing	the	level	of	
benefits	of	a	product,	but	leaving	the	
price	unchanged,	thus	driving	the	
product	into	the	value	advantaged	zone
• Easy	from	a	promotion	perspective,	but	
can	be	deleterious	for	the	firm
– Substantial	loss	of	potential	profit
– Can	incur	a	negative	competitive	
response
• Potential	competitive	response
– Most	likely	direct	response	is	a	price	
decrease	by	competitors,	
– Less	likely	is	a	benefits	increase,	as	
these	take	time	through	re-engineering	
the	product
– Show	who	is	most	affected.
PerceivedPrice
Perceived Benefits
New Product
Priced to
Penetrate the
Market
Likely
Competitive
Response is a
Price
Decrease
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11/6/18
17
Skim	Pricing
• Pricing	high	with	respect	to	
competitors	comparable	price	to	
benefits	offer
• Price	in	the	value	disadvantaged	
zone
• Skim	profits	from	early	customers	
with	the	expectation	of	lowering	
prices	later
• Perceived	as	a	Safe	move	from	a	
competitive	response	perspective,	
however	
– Can	be	a	pricing	error	in	terms	of	
forgone	profits	from	missing	
volume	target
– Provides	insufficient	motivation	
for	the	market	to	purchase	the	
product	at	the	higher	price	point,	
given	the	alternatives
• Use	only	if	offer	taps	into	a	metric	
of	benefits	not	foreseen	by	most	
competitors
PerceivedPrice
Perceived Benefits
New Product
Priced to Skim
the Market
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Summary
• Prices	should	reflect	value
• On	any	pricing	move,	you	will	take	share	primarily	from	
other	products	that	are	near	the	new	pricing	position	
on	the	price	to	value	map
• Price	Neutral	Positioning	posses	the	fewest	
competitive	threats
• Value	Advantaged	Positioning	imposes	a	threat	on	
competitors
• Value	Disadvantaged	Positioning	challenges	the	need	
to	capture	customers
• Customer	may	be	uncertain	regarding	your	price	
position.		Communicate	Clearly.
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• Why	do	prices	end	in	nines?
• If	private	transactions	are	just	that,	private,	why	
do	customers	care	what	others	paid?
• How	do	customers	perceive	prices	and	offerings?
• Are	their	inherent	biases	that	influence	the	
perception	of	value	and	price?
• Can	a	firm	influence	a	customer’s	perception	of	
the	value?
• Stretch	question:		Is	the	best	price	always	the	one	
that	accurately	reflects	value?
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Agenda
11/6/18
18
Quantitative	Methods	Alone	are	Insufficient	for	Pricing	
Decisions
• Pricing	a	product	proportional	to	value	is	fundamental	principal	in	
strategic	pricing,	however	value	is	a	subjective	matter
• Value	Based	Pricing	Techniques	all	suffer	from	an	inability	to	fully	include	
subjective	behavior
– Exchange	value	models	reveal	the	potential	value	within	a	product,	yet	
depend	upon	the	benefits	that	are	quantified	within	the	model,	and	which	
benefits	should	be	quantified	is	a	subjective	decision.
– Conjoint	analysis	reveals	the	current	perceived	value,	but	not	the	potential	to	
change	value	perceptions
– Economic	price	optimization	ignores	the	other	marketing	variables	under	
control:	branding,	placement,	price	structure,	
• Convincing	customers	of	the	value	shifts	the	pricing	challenge	to	
marketing	communication	and	sales	professionals,	who	must	confront	
certain	decision	making	biases	of	customers.	
• Customer	beliefs	are	under	the	influence	of	the	firm
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Influencing	Price	Acceptance
• There	are	numerous	factors	that	influence	how	customers	perceive	value	and	
price.
• Many	of	these	factors	arise	from	deeper,	psychological	influences,	and	
perhaps	even	biologically	evolutionary	influences	in	their	development	and	
expression	in	human	behavior
• Rather	than	taking	an	approach	of	attempting	to	correct	human	behavior	and	
make	people	somehow	more	logical	in	our	purchase	decision	making,	it	is	
more	usually	efficient	to	
– Understand	decision	biases	in	purchasing	behavior	
– Uncover	approaches	to	reducing	psychological	
dissonance,	
– Understand	the	limitations	to	pricing	power
– And	thus	facilitate	customer	decisions	to	purchase
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Brain	as	a	Predictive	Machine
• Current	research	in	neuroeconomics	is	revealing	many	intriguing	insights	
into	how	humans	think
– In	one	model,	the	human	brain	continuously	generates	predictions	about	
what	to	expect	in	the	environment.	
– For	example,	if	you	see	a	chair	that	you	have	never	seen	before,	you	can	still	
determine	what	it	is,	its	function,	approximate	weight,	approximate	price,	and	
other	such	characteristics.	
– To	derive	these	expectations	rapidly	we	rely	on	surprisingly	little	information.	
– Neural	circuits	mediate	vital	mental	skills	that	translate	information	into	
impressions,	preferences,	judgments,	and	predictions,	and	therefore	
willingness	to	pay
• Consider	us	as	COGNATIVE	MISERS	relying	on	HURISTICS	to	make	decisions	
faster
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It’s	your	brain	too.	
Use	yours,	Don’t	fix	theirs.
• Some	of	the	better	understood	factors	that	influence	
price	perceptions	and	value	perceptions	have	been	
well	documented	in	research.
• Some	decrease	price	sensitivity	and	can	be	influenced	
by	the	firm’s	actions	and	decisions,	thus	form	an	area	
to	improve	the	pricing	power	of	the	firm
• Others	provide	insights	into	the	psychological	
influences	to	a	customers	price	sensitivity	and	
willingness	to	pay,	thus	providing	guidance	to	restrain	
inappropriate	pricing	practices
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• True	Economic	Costs
1. Shared	Cost	Effect
2. Switching	Costs
3. Expenditure	Effect
4. Difficult	Comparison	Effect
• Perceptual	Challenges
5. Price	Endings	in	9s
6. Fairness	Effect
7. Overconfidence	in	Future	Economic	
Efficiency
8. Small	Pie	Bias
9. Promotional	Influence
10. Prospect	Theory
– Losses	Weigh	Heavier	than	Gains
– Inflection	at	the	Point	of	Reference
– Diminishing	Sensitivity
– Risk	Aversion	in	the	Positive	Frame	and	
Risk	Seeking	in	the	Negative	Frame
– Utility	Function	from	Prospect	Theory
– Prescriptions
• Effects	Related	to	Prospect	Theory
11. Reference	Price	Effects
12. Endowment	Effect
13. Anchoring
14. Comparison	Set	Effect
15. Framing	Effect
16. Order	Bias
17. End-benefit	Effect	
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Behavioral	Effects	that	
Influence	Price	Sensitivity
Shared	Cost	Effect
• Price	sensitivity	is	reduced	when	customers	use	
other	people’s	money	to	pay	for	a	product
– For	instance,	business	travelers	often	receive	full	
reimbursement	for	travel	expenses.		
– Airline	loyalty	programs	enable	airlines	to	marginally	
increase	prices	because	the	price	is	paid	by	the	
business	but	the	choice	of	airline	is	influenced	by	the	
traveler	
– To	a	lesser	degree,	rebates	to	lower	price	sensitivity	
due	to	the	partial	payment	of	the	product	through	the	
rebate.	
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Four	Funds	of	Money
Funds Source
FundsPurpose
Themselves Someone Else
ThemselvesSomeoneElse
1
Moderate Price Sensitivity
High Utility Personal Sensitivity
2
Moderate Price Sensitivity
High Utility Sensitivity
of Gift Giving
3
Low Price Sensitivity
High Utility Personal Sensitivity
4
Low Price Sensitivity
Low Utility Sensitivity
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Four	Funds	of	Money
1. People	spend	their	own	money	on	themselves.		When	they	do	so,	they	
pay	high	attention	to	gaining	utility	from	the	product	and	getting	the	most	
utility	per	dollar	spent.
2. People	spend	their	own	money	on	someone	else. When	they	do	so,	they	
are	seeking	to	maximize	the	utility	of	the	gift	recipient	as	well	as	maximize	
their	utility	in	giving	the	gift.		Thus,	they	remain	price	sensitive	but	the	
definition	of	utility	changes.
3. People	spend	someone	else’s	money	on	themselves.		In	this	case,	the	
customer	will	be	very	benefit	oriented,	but	less	price	sensitive,	than	when	
drawing	from	prior	funds	of	money.
4. And	lastly,	people	will	spend	someone	else’s	money	on	someone	else,	
such	as	in	the	case	of	buying	products	for	a	business.		In	the	absence	of	
decision	making	oversight	and	proper	incentives,	people	drawing	from	
this	last	source	of	funds	are	neither	very	price	nor	benefit	sensitivity	
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Switching	Costs
• Economic	Switching	costs	are	any	costs	
(opportunity	and	direct)	related	to	switch	
between	suppliers.	
• They	arise	from	product-specific investments
buyers	make,	which	may	come	derive	from	in	
monetary	or	psychological	factors.
• Product	specific	investments	decrease	price	
sensitivity	for	existing	customers
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11/6/18
21
• Complimentary	goods
– A	customer	purchases	an	iPod	and	later	purchases	an	iPod	
docking	station	to	listen	to	their	music	in	the	home.		The	
docking	station	is	a	complimentary	good,	and	purchasing	the	
docking	station	makes	the	customer	more	likely	to	repurchase	
an	iPod	upon	the	next	purchase	occasion.
• Learning
– A	customer	purchases	Dreamweaver	and	learns	how	to	make	
websites.		Switching	to	Pagemaker requires	relearning.
• Engineering	Costs
– A	customer	learns	how	to	implement	a	specific	chip	for	a	
specific	application.		Changing	the	chip	requires	re-engineering,	
re-certification,	and	other	direct	costs.		(Product	Yields	/	TQM)
• Brand	Loyalty
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Switching	Costs	from	
Product	Specific	Investments
Expenditure	Effect
• The	expenditure	effect	refers	to	the	relationship	
between	the	price	tag	and	the	willingness	of	customers	
to	shop	around
– With	large	expenditure	products,	customers	have	an	
incentive	to	search	for	alternatives	and	price	compare	in	
order	to	reduce	their	expenditure.		
– With	products	that	are	associated	with	smaller	
expenditures,	the	financial	incentive	to	price	compare	is	
reduced	while	the	search	costs	remain.		
– The	willingness	of	customers	to	evaluate	alternatives	
depends	on	how	large	the	expenditure	is	relative	to	the	
effort	necessary	to	reduce	it.		Higher	price	sensitivity	when	
expenditure	is	larger	portion	of	budget.
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Difficult	Comparison	Influence
• By	making	product	and	price	comparisons	
difficult,	marketers	can	increase	search	costs	
and	the	decision	making	uncertainty	of	
customers,	thus	discouraging	product	
switching	and	reducing	price	sensitivity.
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Branded	Commodities
• Aspirin
– Branded	pain	relief	medicine	and	unbranded	generic	
medicine	contain	the	chemically	identical	active	
ingredients.	
– However	consumers	are	reluctant	to	trust	an	
unbranded	supplier	and	tend	to	have	a	higher	
willingness	to	pay	for	pain	relief	medicine.
– Branding	itself	makes	inter-product	comparisons	more	
difficult	and	enables	higher	prices.
• Whole	Foods	Pricing
– Quaker	Oats:		$3.49
– 365	Whole	Foods	Store	Brand:		$2.99
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• Vonage	vs.	AT&T
– Incumbents	like	to	make	the	price	comparison	more	
challenging	between	offers,	obfuscate	the	benefits	
and	price,	thus	increasing	the	information	gathering	
challenge	for	potential	switchers	and	discouraging	
brand	switching
– New	Entrants	/	Attacker	like	to	make	the	price	
comparison	explicit	to	enable	decision	making	and	
brand	switching
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New	Entrants	vs.	Incumbents	
Market	Share	Fights
Product	Size
• Velký or	Malý Pivo?
– At	a	hospoda in	Prague,	one	can	enjoy	large	beer	for	20	CzK or	small	beer	for	
14	CzK.		On	the	face	of	it,	a	small	beer	appears	cheaper.	
– However	a	large	provides	0.5	liters	of	beer,	making	the	unit	costs	of	4.0	CzK
per	deciliter,	while	small	is	only	0.3	liters	of	beer,	making	the	unit	costs	4.7	CzK
per	deciliter.		
– On	a	per	deciliter	basis,	large	is	less	expensive	than	small.
– In	this	case,	the	difficult	comparison	effect	enables	the	supplier	to	provide	
product	at	a	higher	per	unit	price	but	at	a	lower	perceived	price.
• Hieneken	5	L	Mini	Keg	or	24	Pack?
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23
1. Shared	Cost	Effect
• Four	funds	of	money	implies	industrial	purchases	involve	
several	decision	makers	and	decision	criteria
2. Switching	Costs
• Product	specific	investments,	whether	real	or	psychological,	
increase	switching	costs	and	decrease	price	sensitivity	for	
existing	customers
3. Expenditure	Effect
• In	industrial	markets,	increases	in	the	absolute	size	or	strategic	
importance	of	the	purchase	drive	increases	in	the	incentives	to	
search	for	alternatives,	and	therefore	price	sensitivity	
4. Difficult	Comparison	Effect
• Making	comparisons	difficult	between	offers	increases	search	
costs	and	therefore	decreases	price	sensitivity.
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True	Economic	Costs
• True	Economic	Costs
1. Shared	Cost	Effect
2. Switching	Costs
3. Expenditure	Effect
4. Difficult	Comparison	Effect
• Perceptual	Challenges
5. Price	Endings	in	9s
6. Fairness	Effect
7. Overconfidence	in	Future	Economic	
Efficiency
8. Small	Pie	Bias
9. Promotional	Influence
10. Prospect	Theory
– Losses	Weigh	Heavier	than	Gains
– Inflection	at	the	Point	of	Reference
– Diminishing	Sensitivity
– Risk	Aversion	in	the	Positive	Frame	and	
Risk	Seeking	in	the	Negative	Frame
– Utility	Function	from	Prospect	Theory
– Prescriptions
• Effects	Related	to	Prospect	Theory
11. Reference	Price	Effects
12. Endowment	Effect
13. Anchoring
14. Comparison	Set	Effect
15. Framing	Effect
16. Order	Bias
17. End-benefit	Effect	
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Behavioral	Effects	that	
Influence	Price	Sensitivity
Price	Ending	in	Nines
• One	of	the	most	studied	
psychological	influences	is	one	that	
drives	prices	to	end	in	nines
– If	there	weren’t	psychological	
factors	driving	the	tendency	to	end	
prices	in	nines,	we	should	expect	a	
random	distribution,	meaning	that	
each	digit	would	end	the	price	
about	10%	of	the	time.			
– Frequency	analysis	of	price	endings	
from	zero	to	nine	reveal	that	prices	
tend	to	end	in	nines,	and	less	so	in	
fives	and	zeros
0% 10% 20% 30% 40% 50% 60% 70%
0
1
2
3
4
5
6
7
8
9
PricesEndingintheDigit
Occurance Frequency
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11/6/18
24
Debunking	Hearsay	on	9	endings
• A	common	hearsay	reason	for	ending	prices	in	nines	is	due	to	historical	
artifact	relating	odd	pricing	and	shrinkage	at	the	cash	register	
• This	theory	is	WRONG
– The	theory	went	as	follows:		Even-priced	merchandise	would	often	be	paid	in	
cash	with	the	exact	amount	allowing	clerks	to	pocket	the	cash.		By	using	odd	
amounts,	clerks	would	have	to	use	the	cash	register	to	make	change,	thus	
making	the	pocketing	of	the	customer	cash	by	clerks	obvious	to	shoppers	as	
well	as	book	keepers	who	would	later	review	the	cash	register	tally.
– Yet	if	it	was	only	a	theft	prevention	measure,	then	all	odd	prices	would	be	
more	common	than	those	ending	in	zero.		
– We	see	from	the	data	that	clearly	there	is	more	going	on	in	price	setting	than	
would	arise	from	a	historical	artifact.
– In	fact,	ending	a	price	in	nines	can	increase	the	sales	of	an	item	over	other	
prices.		
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• The	effect	of	ending	a	price	in	nines	
also	extends	beyond	the	last,	
rightmost	digit.		
– Informal	research	has	examined	
selling	behavior	and	odd	price	points	
such	as	$24.99,	$29.99	or	$28.53,	
– While	the	lowest	price	tends	to	sell	
more	than	either	of	the	higher	prices	
as	predicted	by	a	downward	sloping	
demand	curve,	an	odd	observation	is	
associated	with	the	price	points	of	
$28.53	versus	$29.99
– The	product	sells	better	when	priced	
at	$29.99	over	$28.53,	a	direct	
contradiction	of	economic	theory.		
Quantity
Price
QH
PH
QM
PM
QL
PL
Economically
Predicted
Quantity
Price
QH
PH
QM
PM
QL
PL
Observed
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Ending	in	Nines	Does	Have	Economic	
Impact
• Meaning
– Prices	ending	in	nines	tends	to	imply	discounts.
– Prices	ending	in	zeros	are	suspected	to	imply	quality	
– Poster	shops	vs.	art	galleries	
• Cognitive	Accessibility.		
– Round	numbers	such	as	zero	and	five	are	easily	perceived,	remembered,	and	
compared.
– Thus,	zeros	and	fives	may	facilitate	price	comparison	and	lead	to	increased	
price	sensitivity
• Underestimation	effect	by	Left	Right	encoding	
– With	the	Arabic	numeral	system,	consumers	encode	numbers	from	left	to	
right.		Furthermore,	the	most	important	digits	are	always	on	the	left.		
– Time	pressed	and	cognitively	busy	consumers	attempting	to	make	decisions	
regarding	value,	alternatives,	and	tradeoffs,	and	are	encouraged	to	read	only	
the	leftmost	digit	and	discard	the	remaining	digits	as	a	means	to	save	on	
mental	energy	and	time.		
– The	result	is	an	illusion	is	created	which	makes	the	$9.99	product	appear	
much	cheaper	than	$10,00
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Measured	Behavioral	Effects	of	Nine	
Endings
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25
Measured	Behavioral	Effects	of	Nine	
Endings
• Framing	effect.
– Pricing	just	below	the	round	ending	price	can	be	framed	as	a	round	number	
with	a	small	gain
– The	small	gain	may	mildly	encourages	a	purchase	on	a	psychological	basis
– It	invokes	“wins”	in	a	mental	bargaining	with	the	vendor
• Pricing	endings	effects	are	culturally	dependent.		
– Price	endings	in	fives	were	observed	to	be	over	represented	in	Poland	shortly	
after	perestroika	liberalized	much	of	the	soviet	block	countries.		The	Polish	
tendency	for	fives	has	been	attributed	to	the	confrontational	bargaining	
position	of	an	ex-soviet	Poland	that	led	Polish	consumers	to	perceive	the	9-
ending	prices	as	a	loss	above	the	lower	round	number	rather	than	as	a	gain	
from	a	higher	round	number
– In	contrast,	price	endings	in	eights	were	found	over	represented	in	Asian	and	
Japanese	countries,	where	the	number	eight	represents	luck	and	prosperity
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Fairness	Effect
• Marshall’s	and	Smith’s	microeconomic	theory	is	
structured	on	the	assumption	of	a	self-interest	as	the	
sole	primary	motive.	
– If	prices	are	perceived	as	too	high	for	the	benefits	
delivered,	customers	are	free	not	to	purchase.		
– Likewise,	if	prices	are	too	low	for	a	business	to	persist,	they	
are	free	not	to	produce.		
– However	such	a	cursory	examination	of	fairness	issues	in	
trading	does	a	pricing,	sales,	and	marketing	professional	
disservice.
• In	trading,	the	concept	of	fairness	is	persistently	
present.		
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Fairness	&	The	Brain
• Findings	in	brain	physiology,	especially	evolutionary	
neuroscience,	show	that	the	transactional	commercial	
market	evolved	from	the	interplay	of	our	self-
preservational	(egoistic)	and	affectional	(empathetic)	
neural	circuitries.
– Thus,	sharing	within	families,	gift	giving,	and	commercial	
activities	are	all	reliant	upon	an	overlapping	set	of	cognitive	
functions.		
– The	presence	of	sharing	motives	in	commercial	transactions	
drives	expectations	with	respect	to	price	and	benefits.
– Consumers	expect	that	the	price	represents	a	sharing	of	the	
surplus	benefits	between	the	company	and	the	customer.
– When	prices	are	out	of	line	with	these	expectations,	customers	
can	call	foul	and	the	fairness	effect	will	dampen	consumer	
willingness	to	pay.
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11/6/18
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Fairness	Perceptions
• Customers	perceive	prices	as	fair	when	they	are	within	
expectations	based	on	past	interaction	with	the	
category
– Large	price	increases	can	be	misperceived	as	“profit	
taking”	on	behalf	of	suppliers	and	producers,	or	as	taking	
advantage	of	less	powerful	customers.		
• Customers	perceive	prices	as	unfair	when	they	vary	
randomly	between	customers
– This	latter	effect	plagued	Amazon	in	2005	when	customers	
uncovered	price	experimentation	and	discrimination	at	
their	website.		
• The	issue	of	fairness	is	not	spread	equally	among	all	
products.		It	has	a	larger	role	in	necessity	goods	than	
those	related	to	discretionary	purchase.		
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Overconfidence	in	Future	Economic	
Efficiency
• With	some	products,	customers	purchase	them	with	an	expectation	of	
performing	in	some	specific	behavioral	pattern	in	the	future,	however	
people	are	systematically	poor	in	their	ability	to	predict	their	own	future	
behavior
• Example:		Customers	selected	from	a	contract	of	menus	from	three	U.S.	
health	clubs.		
– Members	who	choose	a	monthly	subscription	over	priced	at	$70	attended	the	
gym	on	average	4.3	times	per	month,	making	a	per-visit	price	of	more	than	
$17.		These	same	members	could	have	selected	to	pay	$10	per	visit	using	a	10-
vist	pass.		
– Furthermore,	customers	who	chose	the	monthly	subscription	were	17%	more	
likely	to	stay	enrolled	past	the	first	year	than	annual	members,	which	is	
surprising	due	to	the	fact	that	monthly	members	pay	a	higher	fee	for	the	
privilege	of	cancelling	their	contract	at	will.		
– The	inability	of	expressed	behavior	to	match	expected	behavior	was	attributed	
to	overconfidence	by	the	customers	with	respect	to	their	future	self-control	
and	future	economic	efficiency.		
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Small	Pie	Bias
• The	Small	pie	bias	is	found	from	
research	on	negotiations
– Negotiators	consistently	
underestimate	the	size	of	the	
bargaining	zone,	or	in	other	
words,	believe	they	are	
negotiating	over	a	smaller	pie	
than	truly	exists.
– By	implication,	they	over	
estimate	the	share	of	the	surplus	
they	capture	in	the	negotiation.
– In	other	words,	the	small	pie	bias	
leads	sellers	to	settle	for	too	little	
of	a	price.
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Overcoming	the	Small	Pie	Bias
• To	overcome	the	small	pie	bias,	it	is	suggested	that	sellers	
make	price	expectations	of	the	buyers	reservation	price,	
and	use	the	negotiation	to	seek	disconfirming	information	
that	updates	their	beliefs	of	the	buyer’s	reservation	price.
– The	disconfirming	information	is	elicited	from	buyers	by	sellers	
when	sellers	make	initial	offers	that	are	outside	of	their	
expected	buyer	reservation	price.
– In	the	negotiation,	they	can	use	buyer	reactions	to	update	their	
expectations	of	they	buyers	reservation	price,	and	thus	price	the	
transaction	closer	to	the	buyers	reservation	price.
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Promotional	Sensitivity
• Promotions	influence	price	optimization	
through	two	key	paths:
1. The	message	communicated	affects	price	
sensitivity.		
2. The	market	attracted	through	promotions	
holds	a	different	price	sensitivity	than	the	
market	overall
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What	You	Say	Influences	their	
Willingness	to	Pay
• Price	oriented	promotions	leads	towards	both	lower	prices	and	increased	
consumer	price	sensitivity.		
– One	form	of	price	oriented	promotions	are	those	that	focus	on	the	brand	and	
the	price	alone.		
– Such	promotions	are	commonly	found	in	local	circulars	prepared	with	
distributors	to	highlight	the	availability	of	a	well	known	brand	at	a	local	outlet.		
• Value	oriented	promotions,	tend	to	lead	to	lower	price	sensitivity	of	
consumers.
– Value	oriented	promotions	are	those	which	focus	on	the	brand	and	the	
features	or	benefits	of	the	product.		
– They	are	commonly	found	in	national	advertising	efforts	which	are	driven	by	
the	original	producing	firm.
• The	effect	of	promotional	messages	has	also	been	found	in	negotiations	
research.		
– Using	key	selling	points	enables	sellers	to	achieve	a	higher	final	transaction	
prices	in	a	negotiation.
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28
Who	You	Talk	to	Influences	Willingness	
to	Pay
• The	secondary	effect	of	promotions	on	price	
sensitivity	arises	from	the	ability	of	advertising	to	
increase	the	size	of	the	addressable	market.		
– Advertising	sensitive	consumers	tend	to	be	more	price	
sensitive	consumers.		
– By	bringing	new	customer	into	the	market	that	are	
more	price	sensitive	than	the	market	overall,	
advertising	has	an	indirect	effect	of	overall	increasing	
the	price	sensitivity	of	the	market.
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Perceptual	Challenges
• Price	Endings	in	9s
– Meaning,	Accessibility,	Encoding,	Framing	all	imply	price	endings	influence	
price	acceptance
• Fairness	Effect
– The	expectation	of	fairness	increases	with	economic	sophistication,	and	
influences	price	changes,	differentials,	and	discrimination
• Overconfidence	in	Future	Economic	Efficiency
– People	believe	are	overconfident	in	their	ability	to	change	outcomes	and	
behave	in	an	economically	efficient	manner	
• Small	Pie	Bias
– Negotiators	routinely	believe	the	range	of	acceptable	prices	is	smaller	than	it	
is,	and	moreover	anchor	their	expectation	price	around	their	walk-away	price
• Promotional	Influence
– What	you	say	and	who	you	say	it	to	influences	the	ability	to	capture	a	good	
price
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Behavioral	Effects	that	
Influence	Price	Sensitivity
• True	Economic	Costs
1. Shared	Cost	Effect
2. Switching	Costs
3. Expenditure	Effect
4. Difficult	Comparison	Effect
• Perceptual	Challenges
5. Price	Endings	in	9s
6. Fairness	Effect
7. Overconfidence	in	Future	Economic	
Efficiency
8. Small	Pie	Bias
9. Promotional	Influence
10. Prospect	Theory
– Losses	Weigh	Heavier	than	Gains
– Inflection	at	the	Point	of	Reference
– Diminishing	Sensitivity
– Risk	Aversion	in	the	Positive	Frame	and	
Risk	Seeking	in	the	Negative	Frame
– Utility	Function	from	Prospect	Theory
– Prescriptions
• Effects	Related	to	Prospect	Theory
11. Reference	Price	Effects
12. Endowment	Effect
13. Anchoring
14. Comparison	Set	Effect
15. Framing	Effect
16. Order	Bias
17. End-benefit	Effect	
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29
Prospect	Theory
• The	research	question	asked:	How	are	people	
systematically	non-utility	maximizing?	
– Basic	tenet	of	economics	is	that	people	seek	to	
maximize	their	utility	in	a	transaction
– Numerous	studies	have	found	aberrations	to	this	basic	
tenet,	ways	in	which	humans	are	predictably	irrational
– Prospect	Theory	attempts	to	define	fundamental	
heuristics	to	predict	how	humans	are	predictably	
irrational
– It	does	so	by	asking:		How	do	people	choose	among	
risky	prospects
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NON-Utility	Maximizing
Which	offer	would	you	accept
50% Chance at € 10,000 € 4,500 with certainty
50% Chance of Loosing
€ 10,000
Loosing € 4,500
with certainty
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Prospect	Theory
• Prospect	Theory	examines	predictable	manners	in	
which	human	beings	(customers)	reliably	make	choices	
which	fail	to	maximize	their	utility,	all	else	held	equal
• Prospect	Theory	explains	many	consumer	behavioral	
effects,	and	therefore,	strategic	pricing	opportunities
• More	recent	research	is	uncovering	neural	links	which	
explain	prospect	theory	with	respect	to	evolutionary	
pressures
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30
Losses	loom	larger	than	gains
• The	aggravation	that	one	experiences	in	losing	
a	sum	of	money	appears	to	be	greater	than	
the	pleasure	associated	with	gaining	the	same	
amount.
• Utility	functions	for	losses	are	considerably	
steeper	than	those	for	gains.
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Shift	of	Reference
• Imagine	a	person	who	is	involved	in	a	business	venture,	has	already	lost	
$2000,	and	is	now	facing	a	choice	between	a	sure	gain	of	$1000	and	a	50%	
chance	to	win	$2000	or	nothing		
• If	he	has	not	yet	adapted	to	his	losses,	he	is	likely	to	code	the	problem	as	a	
choice	between	-$2000	@	50%	and	-$1000	rather	than	a	choice	between	
$2000	@	50%	and	$1000
• He	is	more	likely	to	take	the	risky	choice	when	he	views	the	prospective	
outcomes	from	the	first	frame	than	the	second
• The	fact	that	the	tendency	to	bet	on	long-shots	increases	in	the	course	of	
the	betting	day	provides	support	for	the	hypothesis	that	a	failure	to	adapt	
to	losses	induces	risk	taking
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Diminishing	Sensitivity
• Our	perceptual	apparatus	is	attuned	to	the	evaluation	of	changes	or	
differences	rather	than	to	the	evaluation	of	absolute	magnitude.
• It	is	easier	to	discriminate	between	a	change	of	3° and	a	change	of	6° in	
room	temperature	than	it	is	to	discriminate	between	a	change	of	13° and	
change	of	16°.
• Thus,	the	difference	in	value	between	the	gain	of	100	and	the	gain	of	200	
appears	to	be	greater	than	the	difference	between	a	gain	of	1100	and	a	
gain	of	1200.
• Similarly,	the	difference	between	a	loss	of	100	and	a	loss	of	200	appears	to	
be	greater	than	the	difference	between	a	loss	of	1100	and	a	loss	of	1200.
• The	marginal	value	of	both	losses	and	gains	decreases	with	their	
magnitude.
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31
Reflection	Effect
• Choices	made	in	the	negative	frame	are	the	mirror	of	
those	made	in	the	positive	frame
• Risk	aversion	in	the	positive	domain	is	accompanied	by	
risk	seeking	in	the	negative	domain
– People	eschew	risks	when	the	risks	reduce	the	chance	that	
something	very	pleasurable	will	happen
– People	seek	risks	when	the	risks	reduce	the	chance	that	
something	very	painful	will	happen
• Certainty	increases	aversion	to	losses	as	well	as	
desirability	of	gains
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More	Loss	Averse	than	Gain	Seeking
• A	$10	loss	causes	more	pain	
than	a	$10	gain	causes	pleasure
Losses
B
Value –
(Pain)
Value +
(Pleasure)
Gains
A
Perceived
Real
Highlight GainMinimize Pain
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Declining	Sensitivity
• Two	$5	losses	cause	more	pain	than	
one	$10	loss
• Two	$5	gains	cause	more	pleasure	
than	one	$10	gain
• Both	losses	and	gains	suffer	from	
declining	perceived	impact
Unbundle GainBundle Pain
Losses
B
Value -
Value +
Gains
A
Value Function
Perceived
Real
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Certainty	and	Pricing
• Price	Guarantees
• Guarantees	to	match	or	better	the	lowest	price	accelerate	customer	
purchases
– Consumers	are	uncertain	of	their	ability	to	attain	the	lowest	price	at	any	
particular	retail	outlet
– Promises	to	ensure	the	lowest	price	or	reimbursing	with	a	check	for	the	
difference	enables	customers	to	purchase	with	greater	confidence
• Uses
– Infrequently	purchased	consumer	goods
– Matches	lowest	price	in	the	market	(Orbitz),	matches	lowest	advertised	price	
(electronics),	or	redeems	competitors	coupons	(grocers)
• Result
– Higher	volumes
– Potential	to	reduce	competitive	price	pressure	and	shift	the	pressure	to	other	
dimensions	of	competition	(costs,	customer	experience,	distribution,	
promotion,	etc.)
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Reference	Point	Sensitivity	
• People	are	more	averse	to	a	5%	
chance	of	not	receiving	$50	
than	a	95%	chance	of	gaining	
$50
Losses
B
Value -
Value +
Gains
A
Value Function
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Reframe Pains as Gains
Reference	Point	Management	and	
Sales
• Placing	the	product	in	customers’	hands	at	
bazaars
– Increases	the	“instant	endowment	effect”,	thus	
increasing	their	willingness	to	pay
• Asking	customers	to	imagine	the	positive	
implications	of	using	the	product
– If	you	had	$5,000	more	to	invest	in	your	company,	
what	would	you	do	with	it?
– Our	offer	will	save	you	that	$5,000	in	the	next	12	
months	so	you	can	achieve	your	goal.
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Overarching	Insights	from	Prospect	
Theory
• Organisms	habituate	
to	steady	states
• The	marginal	
response	to	changes	
is	diminishing
• Pain	is	more	urgent	
than	pleasure
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Losses
B
Value -
Value +
Gains
A
Value Function
Prospect	Theory	
It’s	Real.	It’s	Human.	It’s	Usable.
• Utility	theory	in	economics	assumes	humans	are	“rational”.	
• We	aren’t,	or	at	least	not	rational	in	the	sense	that	utility	
theory	predicts.
• Behavioral	economics,	from	evolutionary,	neural	activity,	
and	experimental	studies,	better	describes	how	customers	
make	purchasing	decisions.
• Sales	and	Marketing	Executives	can	use	these	insights	to	
influence	price	acceptance	and	deal	flow.
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• True	Economic	Costs
1. Shared	Cost	Effect
2. Switching	Costs
3. Expenditure	Effect
4. Difficult	Comparison	Effect
• Perceptual	Challenges
5. Price	Endings	in	9s
6. Fairness	Effect
7. Overconfidence	in	Future	Economic	
Efficiency
8. Small	Pie	Bias
9. Promotional	Influence
10. Prospect	Theory
– Losses	Weigh	Heavier	than	Gains
– Inflection	at	the	Point	of	Reference
– Diminishing	Sensitivity
– Risk	Aversion	in	the	Positive	Frame	and	
Risk	Seeking	in	the	Negative	Frame
– Utility	Function	from	Prospect	Theory
– Prescriptions
• Effects	Related	to	Prospect	Theory
11. Reference	Price	Effects
12. Endowment	Effect
13. Anchoring
14. Comparison	Set	Effect
15. Framing	Effect
16. Order	Bias
17. End-benefit	Effect	
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Behavioral	Effects	that	Influence	Price	
Sensitivity
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Reference	Price	Effect
• The	reference	price	effect	refers	to	the	influence	
that	past	prices	observed	by	customers	within	a	
category	have	on	the	expectation	prices	they	hold
– Buyers	often	are	not	able	to	remember	the	prices	of	
items	they	had	recently	purchased.
– Even	though	consumers	don’t	have	perfect	recall	of	
past	observed	prices,	what	recall	they	do	hold	
influences	their	willingness	to	pay,	or	reference	price.
– The	reference	price	effect	has	been	studied	largely	in	
frequently	purchased	consumer	goods	markets	and	
can	be	expected	to	hold	in	other	markets	as	well.	
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Reference	Price	Challenges
• Consumer	price	expectations	can	
be	modeled	as	an	exponential	
smoothing	of	current	and	last	
observed	prices
– RPt =	aPt-1 +	(1-a)Pt
• Promotional	discounts	reset	price	
expectations	to	a	lower	level,	
dampening	demand	in	future	
periods	when	the	product	is	
offered	at	full	price
• Full	price	periods	will	increase	
price	expectations,	increasing	
demand	during	promotional	
periods
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Time
Price
Reference
Price
Observed
Price
Reference	Price	Effect	and	Promotions
• Firms	cycling	between	periods	of	sales	promotions	and	
regular	price	periods	are	therefore	exasperating	the	sharp	
increase	in	demand	during	the	sales	promotion	and	sharp	
decline	in	demand	following	the	sales	promotion.		
– If	that	firm	is	using	a	profit	sensitivity	analysis	alone	to	guide	
their	use	of	sales	promotions,	they	may	be	misled	into	
constantly	holding	sales	promotion,	and	furthermore	increasing	
the	size	of	the	discount,	in	order	to	continue	stimulating	
demand.		
– The	result	would	be	a	disastrous	implosion	of	price	and	
destruction	of	profits.		
– To	prevent	this,	the	reference	price	effect	is	one	of	many	
reasons	pricing	professionals	must	go	beyond	purely	
quantitative	analysis	in	managing	price	promotions.
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Endowment	Effect
• According	to	the	endowment	effect,	people	
place	more	value	in	something	once	they	
possess	it	than	they	otherwise	would.		
• The	endowment	effect	was	observed	from	
experiments	in	which	students	were	given	
items	and	then	allowed	to	make	trades	in	
order	to	optimize	their	gift.		
• The	trades	didn’t	occur.
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Mug	Valuations
• Decorated	mugs	(retail	value	of	about	$5)	were	placed	in	front	of	one-
third	of	a	group	of	students
• To	recipients	of	the	mug	- You	now	own	the	object	in	your	possession.		You	
have	the	option	of	selling	it	if	a	price,	which	will	be	determined	later,	is	
acceptable	to	you.		What	is	your	minimum	asking	price?
• To	students	without	a	mug	- You	have	the	option	to	either	receive	a	mug	
or	a	sum	of	money	to	be	determined	later.		What	is	the	minimum	amount	
of	cash	you	would	accept	instead	of	receiving	the	mug?
• Average	Asking	Price	from	Mug	Holders	$7.12
• Average	Bid	Price	from	Non-Mug	Holders	$3.12
• Possessing	the	mug	instantly	increased	the	value
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Anchoring
• People	anchor	price	expectations	based	upon	
information	gathered	early	in	the	decision	making	
process.
• Once	they	have	anchored	on	the	initial	information,	
changing	expectations	can	be	difficult	as	it	involves	
relearning	or	uncovering	new	evidence	that	
demonstrates	the	fallacy	of	applying	earlier	formed	
expectations	in	the	current	situation.
• Anchoring	strongly	sets	consumer	reservation	prices.
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Comparison	Set	Influence
• Customer’s	price	expectations	are	influenced	by	the	alternatives	
under	consideration	when	making	a	purchase	decision
– When	lower	priced	goods	are	in	the	comparison	set,	customers	tend	
to	have	lower	price	expectations.
– When	higher	priced	goods	are	in	the	comparison	set,	customers	tend	
to	have	higher	price	expectations.		
• Adjust	the	comparison	set	towards	a	more	favorable	group.		
– For	instance,	comparing	a	the	price	of	a	small	car	to	that	of	a	larger,	
more	expensive	car	rather	than	the	price	of	a	motorcycle	or	
alternative	means	of	transportation.		
• Include	other	factors	
– For	instance,	consider	a	product	that	has	a	lower	overall	cost	of	
ownership	than	its	next	nearest	competitor,	but	a	higher	upfront	cost.		
– Sellers	can	expand	the	price	comparison	to	include	total	lifetime	costs	
rather	than	simply	purchase	price.
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
Framing	Effect
• Research	into	the	framing	effect	shows	that	
how	a	transaction	is	framed	can	affect	the	
customers	willingness	to	pay.	
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
Order	Bias
• Order	Bias,	an	effect	related	to	anchoring,	is	
found	in	the	selection	of	acceptable	prices	and	
products.		
– The	order	of	presentation	of	prices	effects	the	
selection	of	customers	of	products	and	acceptable	
prices.
– With	fast	moving	consumer	good,	the	highest	average	
price	was	obtained	when	prices	were	presented	in	
descending	order.
– The	order	bias	was	not	statistically	observed	for	
household	appliances	in	some	studies,	yet	it	is	still	
suspected	to	hold	outside	of	the	FMCG	market.
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
11/6/18
37
Loss	Aversion	and	Order	Bias
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
NIS at $69
NAV at $39
N360 at $79
NIS at $69
NAV at $39
N360 at $79
DescendingAscending
• Loss aversion: In comparison to a reference point, consumers are
more averse to losses than they are seeking of gains to that
reference point.
• On average, consumers tend to select a higher priced product when
presented in descending order rather than ascending order.
Offer	Order
• Supports	common	practice	for	sales	and	marketing	
communications	to	present	a	range	of	optional	
products	within	the	same	category	by	starting	at	the	
highest	price	product	first	and	moving	down.		
– The	belief	is	that	many	consumers	will	rest	upon	a	higher	
priced	good	rather	than	continue	to	exhaust	all	the	
purchasing	possibilities	by	moving	throughout	the	price	
points	from	highest	to	lowest.
– Thus,	in	sales	of	automobiles,	mattresses,	and	other	
consumer	durables,	it	is	common	practice	to	show	models	
starting	from	the	most	expensive	item	and	moving	
downward	from	there.
– Also	works	in	business	markets
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
End-Benefit	Influence
• Price	sensitivity	is	influenced	by	the	amount	the	product	contributes	to	
the	end	benefits	sought	by	a	customer
– Products	that	contribute	a	high	portion	of	the	end-benefit	sought	by	a	
customer	are	associated	with	lower	price	sensitivity	than	those	which	are	
ancillary	to	the	end-benefit	sought.
• The	end-benefit	effect	has	implications	for	promotional	messages.		
– In	promoting	a	product,	marketers	are	wise	to	stress	relation	of	product	to	
goal	attainment	rather	than	simply	focus	on	its	features	and	attributes.		
– For	instance,	Nutrisystem	promotes	its	diet	not	on	the	basis	of	providing	
packaged	food	products	and	only	partially	on	the	ability	of	the	Nutrisystem	
diet	to	encourage	weight	loss.		The	focal	message	of	Nutrisystem	is	that	their	
diet	enables	customers	to	look	better,	be	healthier,	and	command	a	positive	
impression	at	special	occasions.
– Position	offerings	as	tightly	related	to	the	full	end-benefit	can	make	customers	
less	cost	sensitive.
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
11/6/18
38
11. Reference	Price	Effects
• Past	prices	observed	by	customers	influence	expected	prices	to	pay.
12. Endowment	Effect
• The	moment	someone	has	an	item,	they	place	greater	value	on	it	than	they	otherwise	would.
13. Anchoring
• People	anchor	price	expectations	based	upon	information	gathered	early	in	the	decision	making	
process.
14. Comparison	Set	Effect
• Customer’s	price	expectations	are	influenced	by	the	alternatives	under	consideration	when	making	
a	purchase	decision.		Lower	priced	alternatives	decrease	price	expectations.	Higher	priced	
alternatives	increase	price	expectations.	
15. Framing	Effect
• The	frame	through	which	a	customer	perceives	an	offer	influences	their	willingness	to	pay.
16. Order	Bias
• Present	any	range	of	optional	products	within	the	same	category	by	starting	at	the	highest	price	
product	first	and	moving	down.	
17. End-benefit	Effect	
• Position	offerings	as	tightly	related	to	the	full	end-benefit	can	make	customers	less	cost	sensitive.
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
Perceptual	Challenges
Behavioral	Effects	that	
Influence	Price	Sensitivity
• True	Economic	Costs
1. Shared	Cost	Effect
2. Switching	Costs
3. Expenditure	Effect
4. Difficult	Comparison	Effect
• Perceptual	Challenges
5. Price	Endings	in	9s
6. Fairness	Effect
7. Overconfidence	in	Future	Economic	
Efficiency
8. Small	Pie	Bias
9. Promotional	Influence
10. Prospect	Theory
– Losses	Weigh	Heavier	than	Gains
– Inflection	at	the	Point	of	Reference
– Diminishing	Sensitivity
– Risk	Aversion	in	the	Positive	Frame	and	
Risk	Seeking	in	the	Negative	Frame
– Utility	Function	from	Prospect	Theory
– Prescriptions
• Effects	Related	to	Prospect	Theory
11. Reference	Price	Effects
12. Endowment	Effect
13. Anchoring
14. Comparison	Set	Effect
15. Framing	Effect
16. Order	Bias
17. End-benefit	Effect	
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.
Summary
• Price	cannot	be	quantitative	optimized	in	the	
absence	of	considering	qualitative	influences.		
• There	are	many	psychological,	decision	bias,	
neurological,	and	behavioral	effects	that	
influence	how	customers	perceive	prices,	make	
evaluations,	and	select	between	competing	
offers.	
• Sales	and	marketing	executives	can	use	the	
effects	to	influence	price	acceptance	and	improve	
profit	capture.
©	2012	Cengage	Learning.	All	Rights	Reserved.	May	not	be	scanned,	copied	or	duplicated,	or	posted	to	a	publicly	accessible	website,	in	whole	or	in	part.

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Up pricing third session

  • 1. 11/6/18 1 Customer Perception Driven Pricing • With evolutionary products, Customers… – have experience with the product category – can conceptualize potential variations on those products – understand the value of the benefits delivered – hold price expectations – can make informed tradeoffs between competing alternatives. • Example – Breyer’s Ice cream with Hershey’s Chocolate Chips – Case Forklifts with automatic vs. manual transmissions – Security software bundled with online data backup offerings – Tide with color safe bleach © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Why Conjoint • Conjoint analysis provides much greater relevance and depth in price setting than other methods – Discriminates between the benefits of specific brands, product attributes, service levels, market segments – Narrower price bands than from Exchange Value Models – More insight and relevance than from pure Economic Price Optimization • Conjoint is pricing according to customer perceived value © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Conjoint creates Part-Worth Utility Functions • Conjoint treats a product as a bundle of attributes, features, and benefits • The resulting attribute to value relationship is called a part-worth utility function. • The sum of the part worth utilities of a product is the consumer utility. • Can identify the willingness-to-pay by consumers for products that don’t exist yet – Researchers can explore alternative variations of a product, even products that do not yet exist, and identify the value customers would place on a product with the associated features – Can be useful in uncovering new product compositions and potential price points that customers would accept © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 2. 11/6/18 2 Conjoint is a Market Research Based Tool • As a market research technique, the quantification of value comes from the perspective of the customer, not the company • Has similar challenges to other market research techniques – Shows a snapshot of customer willingness to pay with limited ability to demonstrate how product valuations will evolve – Requires markets with many customers, not just a few (In B2B markets, this would include Seagull, not Hawk markets) © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Customer Valuations Vary • Conjoint analysis can reveal the dispersion of value that different customers place on a product or its features – This dispersion can lead to a range of prices that appear to be acceptable to the market for a product – The acceptable prices range to come out of a conjoint analysis is much narrower than that from a raw exchange value model, but broader than that from economic price optimization • Dispersion of valuation between consumers can be meaningfully used to enhance profitability through Segmentation – Customers will place different value on a product than the producing firm, both greater and lower valuation – Greater valuations can derive from customers having alternative uses for a product than was originally intended by the producer, or from satisfying a need greater than was anticipated. – Lower valuations can derive from customers perceiving a wider variety of alternatives than originally anticipated, or no longer needing a set of benefits delivered. – If consumer dispersion between valuations of specific features can be aggregated into meaningfully different groups, conjoint analysis can form the basis of highly valuable market segmentation © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Example: Mango Juice • While fresh mango juice is common within tropical areas, it is harder to find in more northern latitudes • Potentially, a new hot consumer product • Mango juice is relatively expensive to produce in relation to other juices, such as grape or orange • Producers vary between offering pure Mango Juice and Mango Fruit Blends © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 3. 11/6/18 3 Attributes under Consideration • 32 ounce container of Mango Juice has been determined • Formulation: – Pure – Fruit Blend • Branding – National Brand – Boutique Brand • Price levels – $4 or – $7 • Each of three attribute is posed at two different levels for this example, but more attributes can be included and more levels can be considered © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Attribute Alternatives Price Ingredient Ingredient Brand Pure Mango Juice Premium Niche Brand $7 Mango Fruit Blend Premium Niche Brand $7 Pure Mango Juice Premium Niche Brand $4 Mango Fruit Blend Premium Niche Brand $4 Pure Mango Juice National Brand $7 Mango Fruit Blend National Brand $7 Pure Mango Juice National Brand $4 Mango Fruit Blend National Brand $4 © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Rank Ordering Price Ingredient Ingredient Brand Pure Mango Juice Premium Niche Brand $7 Rank = 6 Mango Fruit Blend Premium Niche Brand $7 Rank = 8 Pure Mango Juice Premium Niche Brand $4 Rank = 2 Mango Fruit Blend Premium Niche Brand $4 Rank = 4 Pure Mango Juice National Brand $7 Rank = 5 Mango Fruit Blend National Brand $7 Rank = 7 Pure Mango Juice National Brand $4 Rank = 1 Mango Fruit Blend National Brand $4 Rank = 3 • Research subjects are asked to rank order their preferences © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 4. 11/6/18 4 Scoring • The researcher then proceeds to prepare the data for evaluation by scoring it from 0 to 7, where the lowest score is that which yields the lowest utility and the highest score yields the highest utility. Price Ingredient Ingredient Brand Pure Mango Juice Premium Niche Brand $7 Score = 2 Mango Fruit Blend Premium Niche Brand $7 Score = 0 Pure Mango Juice Premium Niche Brand $4 Score = 6 Mango Fruit Blend Premium Niche Brand $4 Score = 4 Pure Mango Juice National Brand $7 Score = 3 Mango Fruit Blend National Brand $7 Score = 1 Pure Mango Juice National Brand $4 Score = 7 Mango Fruit Blend National Brand $4 Score = 5 © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Part Worth Utility Feature Part Worth Utility Ingredient Pure Mango (2+3+6+7)/4 4.5 Fruit Blend (0+1+4+5)/4 2.5 Brand Premium Niche (2+0+6+4)/4 3.0 National (3+1+7+5)/4 4.0 Price $7 (2+0+3+1)/4 1.5 $4 (6+4+7+5)/4 5.5 • Part-worth Utility is found by averaging product scores among attribute • Part Worth Utility measured in Utils, an economist metric of utility. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Product Utility • To find the utility of a product, we simply add the part worth utilities • We can see that the part-worth utility valuation creates the same utility ranking as was reported in the survey ranking Product Utility (Utils) Utility Ranking Pure Mango, Premium Niche Brand, $7 4.5 + 3.0 + 1.5 = 9.0 6 Mango Fruit Blend, Premium Niche Brand, $7 2.5 + 3.0 + 1.5 = 7.0 8 Pure Mango, Premium Niche Brand, $4 4.5 + 3.0 + 5.5 = 13.0 2 Mango Fruit Blend, Premium Niche Brand, $4 2.5 + 3.0 + 5.5 = 11.0 4 Pure Mango, National Brand, $7 4.5 + 4.0 + 1.5 = 10.0 5 Mango Fruit Blend, National Brand, $7 2.5 + 4.0 + 1.5 = 8.0 7 Pure Mango, National Brand, $4 4.5 + 4.0 + 5.5 = 14.0 1 Mango Fruit Blend, National Brand, $4 2.5 + 4.0 + 5.5 = 12.0 3 © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 5. 11/6/18 5 Using Utils to determine Price Differentials • Because price was one of the attributes being measured in the conjoint analysis, we can place a monetary value on Utils. – Over the price range from $7 to $4, the part-worth utility ranges from 5.5 to 1.5. – Thus, a differential Util is valued at $.75/util ( ) ( )5.15.5 4$7$ - - =Util © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Potential Compelling Offers • The preference value this participant places on a national brands versus boutique brands is 1 util, or $0.75. – The premium niche brand detracts value from the product for this participant with respect to national brands. • The preference value this participant places on a Pure Mango Juice versus a Mango Fruit Blend is 2 utils, or $1.50. – Purity in mango juice adds value for this participant. • Potential products. – Market a boutique brand of pure mango juice competing against an established national brand of mango fruit blend priced at $4 would have to market their product at a price less than $4.75 to attract this research participant. – $4.75 is found by adding the util difference between premium niche versus national (-1.0 utils) and the util difference between pure mango juice and mango fruit blend (2.0 utils), which yields 1 util, where 1 util is valued, by the customer, at $.75 © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. The Larger Market • Different customers will have different utility rankings, and therefore different part-worth utilities for the various attributes • The aggregate market’s part-worth utility for specific attributes is the average of the individual participants part worth utility. • If there are meaningful differences between groups of market research participants in their utility rankings, researchers can segment the market and uncover the utility different segments would place on different product compositions. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 6. 11/6/18 6 Deliverable…. • Which variables would you guys use to build a conjoint annalysis today? According to the product chosen for your class …. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 5 Steps to Conjoint Analysis 1. Attributes Definition 2. Stimulus Presentation 3. Response Measurement 4. Evaluation Criterion 5. Data Analysis © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 7. 11/6/18 7 1. Attribute Definition • The attributes and attribute level lists need to be full, relevant, and executable. – Conjoint can only value an attribute this is included in the research, and only within the range of levels examined – Adding more attributes quickly adds complexity, and costs, but also delivers more insight and flexibility • Attribute Types – Physical attributes – Performance benefits – Psychological positioning. • Attribute Levels – Thee attributes are examined at specific discrete levels, not on a continuous scale – Need to ensure that the levels span the dimension under investigation, but is fine enough to indicate intermediate points. – For example: Commuter bicycle the tires at three levels of narrow, medium, or wide width, or the selection could be expanded to include five levels with extra wide and extra narrow. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 2. Stimulus Presentation • Verbal – “Brand: National” – The attribute is listed along with its level – Advantages: • simplicity in execution • efficiency in collection of data • variety in number of attributes and levels which can be considered in a single study © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 2. Stimulus Presentation • Paragraph – “The brand would be a nationally well known brand.” – Attribute is described using natural language in complete sentences – Advantage: • provides a more realistic and complete description of the product which would lead to more reliable measurements of results. – Disadvantage: • Descriptions will be long • it limits the total number of descriptions to a small number © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 8. 11/6/18 8 2. Stimulus Presentation • Pictorial – Visual props used in an interview setting. – Advantage: • Realistic • Pictorial representations are more likely to accurately communicate the meaning of different attribute levels • Participants are less likely to suffer from information overload in reviewing multiple lists of features, • the task itself is more interesting and less fatiguing – Disadvantage: • the cost to prepare and present the stimulus can be high. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 3. Response Measurement • Rank ordering – Nonmetric measurement – Participants are provided with a stack of cards where each card holds a product description or stimulus presentation. Participants are then asked to divide the cards into two halves of preferred and not preferred products, and then repeat the procedure of starting with the preferred half, moving through out the pile, until the ranking has been complete. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 3. Response Measurement • Paired comparisons – Nonmetric measurement – Two products are presented at a time and the participant is asked to state their preference. Which commuter cycle do you prefer? Grey Disc Brakes 700x38C Street tires Made in China Well known brand Price is several dollars more than average Black Pivot Brakes 26” X 1.95” Rugged tires Made in the USA Unknown brand Price is average OR © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 9. 11/6/18 9 3. Response Measurement • Rating scales – Participants are asked to rate their level of interest in a product. – The scale can be continuous as shown in the exhibit or discrete, such as giving a product a rating between 1 and 100 in whole numbers – Functionally, researchers have shown that rating scales and rank ordering can yield similar results under many circumstances • Commuter Cycle – The cycle is Grey – The cycle has disc brakes – The cycle is better than average – The cycle is several dollars more than average – The cycle is made in China – The label on the cycle is a well known brand • Based on the information above, how likely is it that you would purchase this commuter cycle Not at All Likely Very Likely © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 4. Evaluation Criterion • Criteria used to rank preferences – Overall Preference or Intention to Buy • Overall Preference – When studying more established markets, preference evaluation have been identified to be more useful in estimating market shares. • Intention to Buy – Suitable for new product classes and service that consumers to not purchase currently. – These studies help researchers estimate the potential market size. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 5. Data Analysis • The type of data analysis that is conducted will depend upon the prior decisions regarding response type. • Rank ordering – Recognize that we don’t really know by how much one alternative is preferred over another. – We can only analyze the ordering of preferences through techniques such as monotone analysis of variance (MONANOVA), PREFMAP, or LINMAP. • Paired Comparisons – Participants have been asked to state their probability of choice, – LOGIT and PROBIT methods can be used to accommodate the fact that probabilities lie between zero and one. • Rating scores – Regression analysis such as ordinary least squares (OLS) or minimizing sum of absolute errors (MSAE). © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 10. 11/6/18 10 A rose is a rose by any other name • Conjoint Analysis is marketed under a variety of names – Discrete choice and tradeoff analysis are two of the more popular names – Regardless of name, each variant shares the same basic principles © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Summary • Conjoint analysis tends to dominate pricing challenges with evolutionary, differentiated products • Conjoint analysis treats a product as a sum of its parts, including features, attributes and benefits • Conjoint analysis reveals the part-worth utility that customers place on specific attributes. • Dispersion between the part-worth utility functions of customers can be used to identify market segments and estimate market shares of products serving those market segments. • Project Plan: attribute definition, product description selection, response type selection, evaluation criterion, and data analysis © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Price Variability in Autos • Large variation of prices for a similar good within the same category – Tata Nano $2500 – Chevrolet Malibu $28,000 – Bentley Flying Spur $170,000 – a factor of 68 between the lowest price production car and the highest price product auto • What justifies the price difference: Benefits • Benefits based pricing is a direct extension of the economics of pricing © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 11. 11/6/18 11 Price to Benefits Map • Price Boundary Theory – Identify relevant competing alternatives – Define the value differential – Pricing accordingly • The price to benefits map plots the position of products in terms of perceived products and perceived benefits…. – Visual representation of how customers perceive the value trade off. PerceivedPrice Perceived Benefits Tata Nano Lexus LS Chevrolet Malibu BMW 7 Series Bentley Flying Spur © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. EVM Model Delivers Price to Value Stent Exchange Value Model Results 0 500 1000 1500 2000 2500 3000 3500 4000 Standard Stent Druge Eluting Stent Strent EvaluatedValue © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Conjoint Delivers Price to Value Mango Juice Conjoint Analysis Results $3.00 $3.50 $4.00 $4.50 $5.00 $5.50 $6.00 Mango Fruit Blend, Premium Niche Brand Mango Fruit Blend, National Brand Pure Mango, Premium Niche Brand Pure Mango, National Brand Product Features PerceivedValue © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 12. 11/6/18 12 The Market Expects Price to Value Exhaust Fan Prices (Grainger) $800 $900 $1,000 $1,100 $1,200 $1,300 $1,400 $1,500 $1,600 0 1000 2000 3000 4000 5000 6000 7000 Capacity (CFM) Price © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Pricing Areas • Value Equivalence Line – Where price increases proportional to benefits increases • Value Advantaged – Excess benefits beyond what is captured in price • Value Disadvantaged – Priced higher than what would be justified based on the measure of benefits alone PerceivedPrice Perceived Benefits Value Advantaged Value Disadvantaged Zone of Indifference Value Equivalence Line © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Zone of Indifference • Around the value equivalence line is a zone of indifference – Small variations in price or benefits around the value equivalence line have non measureable effect on sales volume • Not all products will fall along the value equivalence line – Outside of this zone of indifference, lies the value advantaged zone and the value disadvantaged zone. – Products lying in the value advantaged or disadvantaged zones are either priced significantly lower or higher than the corresponding levels of benefits, as perceived by customers • Elasticity is a key ingredient for determining the width of this zone. • There is a range of pricing moves that will not impact purchasing behavior at all – Range of demand inelasticity, as the next nearest competitor is out of the comparison metric – Can be a source of a painless price increase, thus improving profitability © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 13. 11/6/18 13 Variance in Price Elasticity • Big Number syndrome – large changes in price have non-linear effect on elasticity of demand – Zone of credibility • Below expectation price the offering has no credible value. • Above expectation price and customers do not believe it is possible to deliver that many benefits • Benefit Bracketed – Benefit Floor: Required minimal level of benefits – Benefit Ceiling : Exceeding a maximum level, maximum WTP for benefits … more horsepower in a car becomes unnecessary • Price Capped – Budget constraints – Price category spending constraints • Variance by segment – different customer segments have different price sensitivities • Variance with time – customer needs change over time, product lifecycle and expectation of growing benefits for same dollar • Variance by price communication method – daily, monthly, or annual payment schemes can affect price sensitivity • Variance by discounting method – off invoice discounts vs. on receipt discounts have different effects on perceived price • Creating demand vs. shifting shares – market growth by lowering price of item or is it just steeling a fixed share • Cross-product elasticity. – Switching between categories: cars vs. bicycles – As aluminum became cheaper, it displaced steel in beverage cans, later displaced itself by plastic – Paper or plastic bags © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Value Advantaged • At times, companies will choose to price aggressively, thus providing more benefits than expected at a given price • Unharvested Value – Some authors refer to products priced in the value advantaged zone as suffering from “unharvested value” because the company has the opportunity with products that are “value advantaged” to raise the prices. – Consider it a pricing error – Ex: selling front row seats at the same price as lawn seats in a large amphitheatre • Market Share Taking – Customers perceive that more benefits are delivered at a given price through the value advantaged product, and rationally choose to select that product. – Warning: deliberately pricing products in the value advantaged zone is likely to instigate a competitive reaction, such as a potential price war, harming overall industry health • Hypercompetition – Certain product categories, technology driven sectors in particular, enjoy sequential improvements in product quality over time • Autos and gas mileage • DRAM decreases in costs per kb each time a new photolithography standard becomes available • LCD TV’s, computer processors, etc likewise enjoy such costs reductions over time – Aggressively pricing new technology that offers significant costs advantages over legacy technology is a common trait in certain markets. Forms the basis for the concept of Hypercompetion, – See D’Aveni © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Value Disadvantaged • At the other end of the spectrum, companies will at times price a product high in comparison to the perceived benefits of that offering. • Missed Opportunities – Some authors refer to this as missed opportunities, as the firm could have sold a higher volume if their prices were more inline with expectation levels – Consider it too a pricing error – Ex: Unsold advertising space within a poplar magazine • Usually results in a loss of market share • Can be stable if the product does offer superior benefits along a dimension not measured – Can be used effectively to capture profits from a segment that seeks value and derives benefits from a source of features or placement that is along another dimension than that measured. – Ex: Bentley Silver Spur @ $170,000 vs. Porsche 911 GT2 @ $194,000 – Both priced relatively high, but for a sedan seeking buyer, the Porsche is priced too high as it fails to provide luxurious seating. Meanwhile, for the performance seeking buyer, the Bentley Silver Spur is priced to high for the level of performance sought. • In this case, it is suggested that the market be segmented, and generate specific Price to Benefits maps for the independent market segments. – i.e. luxury sedans as one segment and luxury sports cars as another segment © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 14. 11/6/18 14 Constructing Price to Benefits Maps • Executive Approach – Identify competing products and their features , benefits, and prices. Position them on the price to value map according to management impressions of the valuation of competing benefits • Delphi Approach – Use a defined or identified market transaction prices and independent expert evaluations of “benefits” • Consumer Research Approach – Measure the level of perceived benefits and perceived price for a number of products, as well as the variation in prices in which customers are indifferent to changes. – Plot the products according to the mean perceived price and mean perceive benefits. Use the variation in prices to define ellipses of uncertainty about the mean price and benefits for the products. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Dispersion in Perceived Price • Within the market, a single product may be sold at a number of different prices, and the perceived price may at times vary away from the actual transaction price – Varies between customers • Hidden price vs. explicit price statements – Phone tariff structures of incumbent vs. new entrant • Usage rates and flat fees… price per unit can vary – Distribution Channel and Locations – each gives variation in price. – Promotional discounts • Couponing and price promotions • Can create challenges in cross channel cannibalization. • Perception mismatch – Customer may place an expected price on a product based upon the last time they purchased that product, however due to changes in economic situations, the price will change over time. Especially true during inflationary times. PerceivedPrice Perceived Benefits Large Dispersion in Perceived Price © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Dispersion in Perceived Benefits • Perception of benefits gained from utilizing a product varies among customers – orientation of segmentation – Most common error, to include to multiple and disparate market segments as one in making a Price to Benefits map • Poor marketing communication techniques – Can be due to miscommunication of the benefits where some MarComm focuses on one set of benefits while other MarComm focuses on another set of benefits, leaving the recipients of the message confused as to the exact set of benefits or their value – Can be an area to “fix” within the company – Arises naturally when different segments pay attention to promotional activity differently. Some segments are more responsive to marketing communication than others, driving a dispersion in perceived benefits (McDonalds Healthy Choices) • Common also in experience and credence goods, – the benefits of the product can only be poorly perceived prior to purchase, if they are ever observed (credence goods) – customers with direct and recent exposure to the product are likely to have a more accurate reading of the benefits than those with less exposure to the product • Dispersion in risk tolerance affects benefits perception – Risk aversion and aversion to change may cause many customers to discount the perceived benefits, while other customers seek the benefits precisely because they bring about change – Also seen in business markets, where executive management seeks change and improvement while mid-level management seeks stability and steady career improvement © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 15. 11/6/18 15 Dispersion in Perceived BenefitsPerceivedPrice Perceived Benefits Large Dispersion in Perceived Benefits © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Benefit Sources • Functional benefits – physical nature or performance characteristics of the product – Examples: Cars, jewel clarity and size, square footage & neighborhood, • Process benefits – lowering transactional costs – quicker, safer, easier, reduced search costs, etc • Relationship benefits – accrue to the customer from a mutually beneficial relationship with the seller – emotional connection to the brand or sales representative, loyalty rewards, information provisions, - lower search costs or design costs. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Market Confusion Simultaneous Dispersion in Perceived Price and Benefits PerceivedPrice Perceived Benefits Large Dispersion in Perceived Benefits and Price Leading to poor purchases, and ultimately brand betrayal or lost opportunities © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 16. 11/6/18 16 New Product Positioning or Repositioning • Key Pricing issue in Product Launch/Repositioning is where on the Price to Benefits map should the product fit? – Where is the customer addressable horizon? • Customers from a higher price / higher benefit region? • Customers from a lower price / lower benefits region? – Where are the adjacencies from which the new product will take market share or grow the market? – What is the likely response of the nearest competitor? – Is the new position defensible? • Choices: • Value Equivalence • Value Advantaged • Value Disadvantaged – For Each, why would you take one stance vs. another? © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Price Neutral • Pricing along the Zone of indifference • Occurs when there is a opening in the Price to Benefits map that is currently un-served – From whom will you see a response, those closest to you in the Price to Benefits map. • Somewhat unlikely to have a strong competitive response • Will capture profits in proportion to benefits • Safest from a pricing perspective. Puts pressure on other marketing levers, distribution and promotion, in driving volume PerceivedPrice Perceived Benefits New Product © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Penetration Pricing • Pricing at a low level compared to level of benefits offered • Using price as a means to gain market share • Can come from increasing the level of benefits of a product, but leaving the price unchanged, thus driving the product into the value advantaged zone • Easy from a promotion perspective, but can be deleterious for the firm – Substantial loss of potential profit – Can incur a negative competitive response • Potential competitive response – Most likely direct response is a price decrease by competitors, – Less likely is a benefits increase, as these take time through re-engineering the product – Show who is most affected. PerceivedPrice Perceived Benefits New Product Priced to Penetrate the Market Likely Competitive Response is a Price Decrease © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 17. 11/6/18 17 Skim Pricing • Pricing high with respect to competitors comparable price to benefits offer • Price in the value disadvantaged zone • Skim profits from early customers with the expectation of lowering prices later • Perceived as a Safe move from a competitive response perspective, however – Can be a pricing error in terms of forgone profits from missing volume target – Provides insufficient motivation for the market to purchase the product at the higher price point, given the alternatives • Use only if offer taps into a metric of benefits not foreseen by most competitors PerceivedPrice Perceived Benefits New Product Priced to Skim the Market © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Summary • Prices should reflect value • On any pricing move, you will take share primarily from other products that are near the new pricing position on the price to value map • Price Neutral Positioning posses the fewest competitive threats • Value Advantaged Positioning imposes a threat on competitors • Value Disadvantaged Positioning challenges the need to capture customers • Customer may be uncertain regarding your price position. Communicate Clearly. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. • Why do prices end in nines? • If private transactions are just that, private, why do customers care what others paid? • How do customers perceive prices and offerings? • Are their inherent biases that influence the perception of value and price? • Can a firm influence a customer’s perception of the value? • Stretch question: Is the best price always the one that accurately reflects value? © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Agenda
  • 18. 11/6/18 18 Quantitative Methods Alone are Insufficient for Pricing Decisions • Pricing a product proportional to value is fundamental principal in strategic pricing, however value is a subjective matter • Value Based Pricing Techniques all suffer from an inability to fully include subjective behavior – Exchange value models reveal the potential value within a product, yet depend upon the benefits that are quantified within the model, and which benefits should be quantified is a subjective decision. – Conjoint analysis reveals the current perceived value, but not the potential to change value perceptions – Economic price optimization ignores the other marketing variables under control: branding, placement, price structure, • Convincing customers of the value shifts the pricing challenge to marketing communication and sales professionals, who must confront certain decision making biases of customers. • Customer beliefs are under the influence of the firm © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Influencing Price Acceptance • There are numerous factors that influence how customers perceive value and price. • Many of these factors arise from deeper, psychological influences, and perhaps even biologically evolutionary influences in their development and expression in human behavior • Rather than taking an approach of attempting to correct human behavior and make people somehow more logical in our purchase decision making, it is more usually efficient to – Understand decision biases in purchasing behavior – Uncover approaches to reducing psychological dissonance, – Understand the limitations to pricing power – And thus facilitate customer decisions to purchase © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Brain as a Predictive Machine • Current research in neuroeconomics is revealing many intriguing insights into how humans think – In one model, the human brain continuously generates predictions about what to expect in the environment. – For example, if you see a chair that you have never seen before, you can still determine what it is, its function, approximate weight, approximate price, and other such characteristics. – To derive these expectations rapidly we rely on surprisingly little information. – Neural circuits mediate vital mental skills that translate information into impressions, preferences, judgments, and predictions, and therefore willingness to pay • Consider us as COGNATIVE MISERS relying on HURISTICS to make decisions faster © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 19. 11/6/18 19 It’s your brain too. Use yours, Don’t fix theirs. • Some of the better understood factors that influence price perceptions and value perceptions have been well documented in research. • Some decrease price sensitivity and can be influenced by the firm’s actions and decisions, thus form an area to improve the pricing power of the firm • Others provide insights into the psychological influences to a customers price sensitivity and willingness to pay, thus providing guidance to restrain inappropriate pricing practices © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. • True Economic Costs 1. Shared Cost Effect 2. Switching Costs 3. Expenditure Effect 4. Difficult Comparison Effect • Perceptual Challenges 5. Price Endings in 9s 6. Fairness Effect 7. Overconfidence in Future Economic Efficiency 8. Small Pie Bias 9. Promotional Influence 10. Prospect Theory – Losses Weigh Heavier than Gains – Inflection at the Point of Reference – Diminishing Sensitivity – Risk Aversion in the Positive Frame and Risk Seeking in the Negative Frame – Utility Function from Prospect Theory – Prescriptions • Effects Related to Prospect Theory 11. Reference Price Effects 12. Endowment Effect 13. Anchoring 14. Comparison Set Effect 15. Framing Effect 16. Order Bias 17. End-benefit Effect © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Behavioral Effects that Influence Price Sensitivity Shared Cost Effect • Price sensitivity is reduced when customers use other people’s money to pay for a product – For instance, business travelers often receive full reimbursement for travel expenses. – Airline loyalty programs enable airlines to marginally increase prices because the price is paid by the business but the choice of airline is influenced by the traveler – To a lesser degree, rebates to lower price sensitivity due to the partial payment of the product through the rebate. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 20. 11/6/18 20 Four Funds of Money Funds Source FundsPurpose Themselves Someone Else ThemselvesSomeoneElse 1 Moderate Price Sensitivity High Utility Personal Sensitivity 2 Moderate Price Sensitivity High Utility Sensitivity of Gift Giving 3 Low Price Sensitivity High Utility Personal Sensitivity 4 Low Price Sensitivity Low Utility Sensitivity © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Four Funds of Money 1. People spend their own money on themselves. When they do so, they pay high attention to gaining utility from the product and getting the most utility per dollar spent. 2. People spend their own money on someone else. When they do so, they are seeking to maximize the utility of the gift recipient as well as maximize their utility in giving the gift. Thus, they remain price sensitive but the definition of utility changes. 3. People spend someone else’s money on themselves. In this case, the customer will be very benefit oriented, but less price sensitive, than when drawing from prior funds of money. 4. And lastly, people will spend someone else’s money on someone else, such as in the case of buying products for a business. In the absence of decision making oversight and proper incentives, people drawing from this last source of funds are neither very price nor benefit sensitivity © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Switching Costs • Economic Switching costs are any costs (opportunity and direct) related to switch between suppliers. • They arise from product-specific investments buyers make, which may come derive from in monetary or psychological factors. • Product specific investments decrease price sensitivity for existing customers © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 21. 11/6/18 21 • Complimentary goods – A customer purchases an iPod and later purchases an iPod docking station to listen to their music in the home. The docking station is a complimentary good, and purchasing the docking station makes the customer more likely to repurchase an iPod upon the next purchase occasion. • Learning – A customer purchases Dreamweaver and learns how to make websites. Switching to Pagemaker requires relearning. • Engineering Costs – A customer learns how to implement a specific chip for a specific application. Changing the chip requires re-engineering, re-certification, and other direct costs. (Product Yields / TQM) • Brand Loyalty © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Switching Costs from Product Specific Investments Expenditure Effect • The expenditure effect refers to the relationship between the price tag and the willingness of customers to shop around – With large expenditure products, customers have an incentive to search for alternatives and price compare in order to reduce their expenditure. – With products that are associated with smaller expenditures, the financial incentive to price compare is reduced while the search costs remain. – The willingness of customers to evaluate alternatives depends on how large the expenditure is relative to the effort necessary to reduce it. Higher price sensitivity when expenditure is larger portion of budget. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Difficult Comparison Influence • By making product and price comparisons difficult, marketers can increase search costs and the decision making uncertainty of customers, thus discouraging product switching and reducing price sensitivity. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 22. 11/6/18 22 Branded Commodities • Aspirin – Branded pain relief medicine and unbranded generic medicine contain the chemically identical active ingredients. – However consumers are reluctant to trust an unbranded supplier and tend to have a higher willingness to pay for pain relief medicine. – Branding itself makes inter-product comparisons more difficult and enables higher prices. • Whole Foods Pricing – Quaker Oats: $3.49 – 365 Whole Foods Store Brand: $2.99 © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. • Vonage vs. AT&T – Incumbents like to make the price comparison more challenging between offers, obfuscate the benefits and price, thus increasing the information gathering challenge for potential switchers and discouraging brand switching – New Entrants / Attacker like to make the price comparison explicit to enable decision making and brand switching © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. New Entrants vs. Incumbents Market Share Fights Product Size • Velký or Malý Pivo? – At a hospoda in Prague, one can enjoy large beer for 20 CzK or small beer for 14 CzK. On the face of it, a small beer appears cheaper. – However a large provides 0.5 liters of beer, making the unit costs of 4.0 CzK per deciliter, while small is only 0.3 liters of beer, making the unit costs 4.7 CzK per deciliter. – On a per deciliter basis, large is less expensive than small. – In this case, the difficult comparison effect enables the supplier to provide product at a higher per unit price but at a lower perceived price. • Hieneken 5 L Mini Keg or 24 Pack? © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 23. 11/6/18 23 1. Shared Cost Effect • Four funds of money implies industrial purchases involve several decision makers and decision criteria 2. Switching Costs • Product specific investments, whether real or psychological, increase switching costs and decrease price sensitivity for existing customers 3. Expenditure Effect • In industrial markets, increases in the absolute size or strategic importance of the purchase drive increases in the incentives to search for alternatives, and therefore price sensitivity 4. Difficult Comparison Effect • Making comparisons difficult between offers increases search costs and therefore decreases price sensitivity. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. True Economic Costs • True Economic Costs 1. Shared Cost Effect 2. Switching Costs 3. Expenditure Effect 4. Difficult Comparison Effect • Perceptual Challenges 5. Price Endings in 9s 6. Fairness Effect 7. Overconfidence in Future Economic Efficiency 8. Small Pie Bias 9. Promotional Influence 10. Prospect Theory – Losses Weigh Heavier than Gains – Inflection at the Point of Reference – Diminishing Sensitivity – Risk Aversion in the Positive Frame and Risk Seeking in the Negative Frame – Utility Function from Prospect Theory – Prescriptions • Effects Related to Prospect Theory 11. Reference Price Effects 12. Endowment Effect 13. Anchoring 14. Comparison Set Effect 15. Framing Effect 16. Order Bias 17. End-benefit Effect © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Behavioral Effects that Influence Price Sensitivity Price Ending in Nines • One of the most studied psychological influences is one that drives prices to end in nines – If there weren’t psychological factors driving the tendency to end prices in nines, we should expect a random distribution, meaning that each digit would end the price about 10% of the time. – Frequency analysis of price endings from zero to nine reveal that prices tend to end in nines, and less so in fives and zeros 0% 10% 20% 30% 40% 50% 60% 70% 0 1 2 3 4 5 6 7 8 9 PricesEndingintheDigit Occurance Frequency © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 24. 11/6/18 24 Debunking Hearsay on 9 endings • A common hearsay reason for ending prices in nines is due to historical artifact relating odd pricing and shrinkage at the cash register • This theory is WRONG – The theory went as follows: Even-priced merchandise would often be paid in cash with the exact amount allowing clerks to pocket the cash. By using odd amounts, clerks would have to use the cash register to make change, thus making the pocketing of the customer cash by clerks obvious to shoppers as well as book keepers who would later review the cash register tally. – Yet if it was only a theft prevention measure, then all odd prices would be more common than those ending in zero. – We see from the data that clearly there is more going on in price setting than would arise from a historical artifact. – In fact, ending a price in nines can increase the sales of an item over other prices. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. • The effect of ending a price in nines also extends beyond the last, rightmost digit. – Informal research has examined selling behavior and odd price points such as $24.99, $29.99 or $28.53, – While the lowest price tends to sell more than either of the higher prices as predicted by a downward sloping demand curve, an odd observation is associated with the price points of $28.53 versus $29.99 – The product sells better when priced at $29.99 over $28.53, a direct contradiction of economic theory. Quantity Price QH PH QM PM QL PL Economically Predicted Quantity Price QH PH QM PM QL PL Observed © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Ending in Nines Does Have Economic Impact • Meaning – Prices ending in nines tends to imply discounts. – Prices ending in zeros are suspected to imply quality – Poster shops vs. art galleries • Cognitive Accessibility. – Round numbers such as zero and five are easily perceived, remembered, and compared. – Thus, zeros and fives may facilitate price comparison and lead to increased price sensitivity • Underestimation effect by Left Right encoding – With the Arabic numeral system, consumers encode numbers from left to right. Furthermore, the most important digits are always on the left. – Time pressed and cognitively busy consumers attempting to make decisions regarding value, alternatives, and tradeoffs, and are encouraged to read only the leftmost digit and discard the remaining digits as a means to save on mental energy and time. – The result is an illusion is created which makes the $9.99 product appear much cheaper than $10,00 © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Measured Behavioral Effects of Nine Endings
  • 25. 11/6/18 25 Measured Behavioral Effects of Nine Endings • Framing effect. – Pricing just below the round ending price can be framed as a round number with a small gain – The small gain may mildly encourages a purchase on a psychological basis – It invokes “wins” in a mental bargaining with the vendor • Pricing endings effects are culturally dependent. – Price endings in fives were observed to be over represented in Poland shortly after perestroika liberalized much of the soviet block countries. The Polish tendency for fives has been attributed to the confrontational bargaining position of an ex-soviet Poland that led Polish consumers to perceive the 9- ending prices as a loss above the lower round number rather than as a gain from a higher round number – In contrast, price endings in eights were found over represented in Asian and Japanese countries, where the number eight represents luck and prosperity © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Fairness Effect • Marshall’s and Smith’s microeconomic theory is structured on the assumption of a self-interest as the sole primary motive. – If prices are perceived as too high for the benefits delivered, customers are free not to purchase. – Likewise, if prices are too low for a business to persist, they are free not to produce. – However such a cursory examination of fairness issues in trading does a pricing, sales, and marketing professional disservice. • In trading, the concept of fairness is persistently present. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Fairness & The Brain • Findings in brain physiology, especially evolutionary neuroscience, show that the transactional commercial market evolved from the interplay of our self- preservational (egoistic) and affectional (empathetic) neural circuitries. – Thus, sharing within families, gift giving, and commercial activities are all reliant upon an overlapping set of cognitive functions. – The presence of sharing motives in commercial transactions drives expectations with respect to price and benefits. – Consumers expect that the price represents a sharing of the surplus benefits between the company and the customer. – When prices are out of line with these expectations, customers can call foul and the fairness effect will dampen consumer willingness to pay. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 26. 11/6/18 26 Fairness Perceptions • Customers perceive prices as fair when they are within expectations based on past interaction with the category – Large price increases can be misperceived as “profit taking” on behalf of suppliers and producers, or as taking advantage of less powerful customers. • Customers perceive prices as unfair when they vary randomly between customers – This latter effect plagued Amazon in 2005 when customers uncovered price experimentation and discrimination at their website. • The issue of fairness is not spread equally among all products. It has a larger role in necessity goods than those related to discretionary purchase. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Overconfidence in Future Economic Efficiency • With some products, customers purchase them with an expectation of performing in some specific behavioral pattern in the future, however people are systematically poor in their ability to predict their own future behavior • Example: Customers selected from a contract of menus from three U.S. health clubs. – Members who choose a monthly subscription over priced at $70 attended the gym on average 4.3 times per month, making a per-visit price of more than $17. These same members could have selected to pay $10 per visit using a 10- vist pass. – Furthermore, customers who chose the monthly subscription were 17% more likely to stay enrolled past the first year than annual members, which is surprising due to the fact that monthly members pay a higher fee for the privilege of cancelling their contract at will. – The inability of expressed behavior to match expected behavior was attributed to overconfidence by the customers with respect to their future self-control and future economic efficiency. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Small Pie Bias • The Small pie bias is found from research on negotiations – Negotiators consistently underestimate the size of the bargaining zone, or in other words, believe they are negotiating over a smaller pie than truly exists. – By implication, they over estimate the share of the surplus they capture in the negotiation. – In other words, the small pie bias leads sellers to settle for too little of a price. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 27. 11/6/18 27 Overcoming the Small Pie Bias • To overcome the small pie bias, it is suggested that sellers make price expectations of the buyers reservation price, and use the negotiation to seek disconfirming information that updates their beliefs of the buyer’s reservation price. – The disconfirming information is elicited from buyers by sellers when sellers make initial offers that are outside of their expected buyer reservation price. – In the negotiation, they can use buyer reactions to update their expectations of they buyers reservation price, and thus price the transaction closer to the buyers reservation price. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Promotional Sensitivity • Promotions influence price optimization through two key paths: 1. The message communicated affects price sensitivity. 2. The market attracted through promotions holds a different price sensitivity than the market overall © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. What You Say Influences their Willingness to Pay • Price oriented promotions leads towards both lower prices and increased consumer price sensitivity. – One form of price oriented promotions are those that focus on the brand and the price alone. – Such promotions are commonly found in local circulars prepared with distributors to highlight the availability of a well known brand at a local outlet. • Value oriented promotions, tend to lead to lower price sensitivity of consumers. – Value oriented promotions are those which focus on the brand and the features or benefits of the product. – They are commonly found in national advertising efforts which are driven by the original producing firm. • The effect of promotional messages has also been found in negotiations research. – Using key selling points enables sellers to achieve a higher final transaction prices in a negotiation. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 28. 11/6/18 28 Who You Talk to Influences Willingness to Pay • The secondary effect of promotions on price sensitivity arises from the ability of advertising to increase the size of the addressable market. – Advertising sensitive consumers tend to be more price sensitive consumers. – By bringing new customer into the market that are more price sensitive than the market overall, advertising has an indirect effect of overall increasing the price sensitivity of the market. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Perceptual Challenges • Price Endings in 9s – Meaning, Accessibility, Encoding, Framing all imply price endings influence price acceptance • Fairness Effect – The expectation of fairness increases with economic sophistication, and influences price changes, differentials, and discrimination • Overconfidence in Future Economic Efficiency – People believe are overconfident in their ability to change outcomes and behave in an economically efficient manner • Small Pie Bias – Negotiators routinely believe the range of acceptable prices is smaller than it is, and moreover anchor their expectation price around their walk-away price • Promotional Influence – What you say and who you say it to influences the ability to capture a good price © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Behavioral Effects that Influence Price Sensitivity • True Economic Costs 1. Shared Cost Effect 2. Switching Costs 3. Expenditure Effect 4. Difficult Comparison Effect • Perceptual Challenges 5. Price Endings in 9s 6. Fairness Effect 7. Overconfidence in Future Economic Efficiency 8. Small Pie Bias 9. Promotional Influence 10. Prospect Theory – Losses Weigh Heavier than Gains – Inflection at the Point of Reference – Diminishing Sensitivity – Risk Aversion in the Positive Frame and Risk Seeking in the Negative Frame – Utility Function from Prospect Theory – Prescriptions • Effects Related to Prospect Theory 11. Reference Price Effects 12. Endowment Effect 13. Anchoring 14. Comparison Set Effect 15. Framing Effect 16. Order Bias 17. End-benefit Effect © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 29. 11/6/18 29 Prospect Theory • The research question asked: How are people systematically non-utility maximizing? – Basic tenet of economics is that people seek to maximize their utility in a transaction – Numerous studies have found aberrations to this basic tenet, ways in which humans are predictably irrational – Prospect Theory attempts to define fundamental heuristics to predict how humans are predictably irrational – It does so by asking: How do people choose among risky prospects © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. NON-Utility Maximizing Which offer would you accept 50% Chance at € 10,000 € 4,500 with certainty 50% Chance of Loosing € 10,000 Loosing € 4,500 with certainty © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Prospect Theory • Prospect Theory examines predictable manners in which human beings (customers) reliably make choices which fail to maximize their utility, all else held equal • Prospect Theory explains many consumer behavioral effects, and therefore, strategic pricing opportunities • More recent research is uncovering neural links which explain prospect theory with respect to evolutionary pressures © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 30. 11/6/18 30 Losses loom larger than gains • The aggravation that one experiences in losing a sum of money appears to be greater than the pleasure associated with gaining the same amount. • Utility functions for losses are considerably steeper than those for gains. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Shift of Reference • Imagine a person who is involved in a business venture, has already lost $2000, and is now facing a choice between a sure gain of $1000 and a 50% chance to win $2000 or nothing • If he has not yet adapted to his losses, he is likely to code the problem as a choice between -$2000 @ 50% and -$1000 rather than a choice between $2000 @ 50% and $1000 • He is more likely to take the risky choice when he views the prospective outcomes from the first frame than the second • The fact that the tendency to bet on long-shots increases in the course of the betting day provides support for the hypothesis that a failure to adapt to losses induces risk taking © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Diminishing Sensitivity • Our perceptual apparatus is attuned to the evaluation of changes or differences rather than to the evaluation of absolute magnitude. • It is easier to discriminate between a change of 3° and a change of 6° in room temperature than it is to discriminate between a change of 13° and change of 16°. • Thus, the difference in value between the gain of 100 and the gain of 200 appears to be greater than the difference between a gain of 1100 and a gain of 1200. • Similarly, the difference between a loss of 100 and a loss of 200 appears to be greater than the difference between a loss of 1100 and a loss of 1200. • The marginal value of both losses and gains decreases with their magnitude. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 31. 11/6/18 31 Reflection Effect • Choices made in the negative frame are the mirror of those made in the positive frame • Risk aversion in the positive domain is accompanied by risk seeking in the negative domain – People eschew risks when the risks reduce the chance that something very pleasurable will happen – People seek risks when the risks reduce the chance that something very painful will happen • Certainty increases aversion to losses as well as desirability of gains © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. More Loss Averse than Gain Seeking • A $10 loss causes more pain than a $10 gain causes pleasure Losses B Value – (Pain) Value + (Pleasure) Gains A Perceived Real Highlight GainMinimize Pain © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Declining Sensitivity • Two $5 losses cause more pain than one $10 loss • Two $5 gains cause more pleasure than one $10 gain • Both losses and gains suffer from declining perceived impact Unbundle GainBundle Pain Losses B Value - Value + Gains A Value Function Perceived Real
  • 32. 11/6/18 32 Certainty and Pricing • Price Guarantees • Guarantees to match or better the lowest price accelerate customer purchases – Consumers are uncertain of their ability to attain the lowest price at any particular retail outlet – Promises to ensure the lowest price or reimbursing with a check for the difference enables customers to purchase with greater confidence • Uses – Infrequently purchased consumer goods – Matches lowest price in the market (Orbitz), matches lowest advertised price (electronics), or redeems competitors coupons (grocers) • Result – Higher volumes – Potential to reduce competitive price pressure and shift the pressure to other dimensions of competition (costs, customer experience, distribution, promotion, etc.) © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Reference Point Sensitivity • People are more averse to a 5% chance of not receiving $50 than a 95% chance of gaining $50 Losses B Value - Value + Gains A Value Function © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Reframe Pains as Gains Reference Point Management and Sales • Placing the product in customers’ hands at bazaars – Increases the “instant endowment effect”, thus increasing their willingness to pay • Asking customers to imagine the positive implications of using the product – If you had $5,000 more to invest in your company, what would you do with it? – Our offer will save you that $5,000 in the next 12 months so you can achieve your goal. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 33. 11/6/18 33 Overarching Insights from Prospect Theory • Organisms habituate to steady states • The marginal response to changes is diminishing • Pain is more urgent than pleasure © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Losses B Value - Value + Gains A Value Function Prospect Theory It’s Real. It’s Human. It’s Usable. • Utility theory in economics assumes humans are “rational”. • We aren’t, or at least not rational in the sense that utility theory predicts. • Behavioral economics, from evolutionary, neural activity, and experimental studies, better describes how customers make purchasing decisions. • Sales and Marketing Executives can use these insights to influence price acceptance and deal flow. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. • True Economic Costs 1. Shared Cost Effect 2. Switching Costs 3. Expenditure Effect 4. Difficult Comparison Effect • Perceptual Challenges 5. Price Endings in 9s 6. Fairness Effect 7. Overconfidence in Future Economic Efficiency 8. Small Pie Bias 9. Promotional Influence 10. Prospect Theory – Losses Weigh Heavier than Gains – Inflection at the Point of Reference – Diminishing Sensitivity – Risk Aversion in the Positive Frame and Risk Seeking in the Negative Frame – Utility Function from Prospect Theory – Prescriptions • Effects Related to Prospect Theory 11. Reference Price Effects 12. Endowment Effect 13. Anchoring 14. Comparison Set Effect 15. Framing Effect 16. Order Bias 17. End-benefit Effect © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Behavioral Effects that Influence Price Sensitivity
  • 34. 11/6/18 34 Reference Price Effect • The reference price effect refers to the influence that past prices observed by customers within a category have on the expectation prices they hold – Buyers often are not able to remember the prices of items they had recently purchased. – Even though consumers don’t have perfect recall of past observed prices, what recall they do hold influences their willingness to pay, or reference price. – The reference price effect has been studied largely in frequently purchased consumer goods markets and can be expected to hold in other markets as well. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Reference Price Challenges • Consumer price expectations can be modeled as an exponential smoothing of current and last observed prices – RPt = aPt-1 + (1-a)Pt • Promotional discounts reset price expectations to a lower level, dampening demand in future periods when the product is offered at full price • Full price periods will increase price expectations, increasing demand during promotional periods © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Time Price Reference Price Observed Price Reference Price Effect and Promotions • Firms cycling between periods of sales promotions and regular price periods are therefore exasperating the sharp increase in demand during the sales promotion and sharp decline in demand following the sales promotion. – If that firm is using a profit sensitivity analysis alone to guide their use of sales promotions, they may be misled into constantly holding sales promotion, and furthermore increasing the size of the discount, in order to continue stimulating demand. – The result would be a disastrous implosion of price and destruction of profits. – To prevent this, the reference price effect is one of many reasons pricing professionals must go beyond purely quantitative analysis in managing price promotions. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 35. 11/6/18 35 Endowment Effect • According to the endowment effect, people place more value in something once they possess it than they otherwise would. • The endowment effect was observed from experiments in which students were given items and then allowed to make trades in order to optimize their gift. • The trades didn’t occur. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Mug Valuations • Decorated mugs (retail value of about $5) were placed in front of one- third of a group of students • To recipients of the mug - You now own the object in your possession. You have the option of selling it if a price, which will be determined later, is acceptable to you. What is your minimum asking price? • To students without a mug - You have the option to either receive a mug or a sum of money to be determined later. What is the minimum amount of cash you would accept instead of receiving the mug? • Average Asking Price from Mug Holders $7.12 • Average Bid Price from Non-Mug Holders $3.12 • Possessing the mug instantly increased the value © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Anchoring • People anchor price expectations based upon information gathered early in the decision making process. • Once they have anchored on the initial information, changing expectations can be difficult as it involves relearning or uncovering new evidence that demonstrates the fallacy of applying earlier formed expectations in the current situation. • Anchoring strongly sets consumer reservation prices. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 36. 11/6/18 36 Comparison Set Influence • Customer’s price expectations are influenced by the alternatives under consideration when making a purchase decision – When lower priced goods are in the comparison set, customers tend to have lower price expectations. – When higher priced goods are in the comparison set, customers tend to have higher price expectations. • Adjust the comparison set towards a more favorable group. – For instance, comparing a the price of a small car to that of a larger, more expensive car rather than the price of a motorcycle or alternative means of transportation. • Include other factors – For instance, consider a product that has a lower overall cost of ownership than its next nearest competitor, but a higher upfront cost. – Sellers can expand the price comparison to include total lifetime costs rather than simply purchase price. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Framing Effect • Research into the framing effect shows that how a transaction is framed can affect the customers willingness to pay. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Order Bias • Order Bias, an effect related to anchoring, is found in the selection of acceptable prices and products. – The order of presentation of prices effects the selection of customers of products and acceptable prices. – With fast moving consumer good, the highest average price was obtained when prices were presented in descending order. – The order bias was not statistically observed for household appliances in some studies, yet it is still suspected to hold outside of the FMCG market. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 37. 11/6/18 37 Loss Aversion and Order Bias © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. NIS at $69 NAV at $39 N360 at $79 NIS at $69 NAV at $39 N360 at $79 DescendingAscending • Loss aversion: In comparison to a reference point, consumers are more averse to losses than they are seeking of gains to that reference point. • On average, consumers tend to select a higher priced product when presented in descending order rather than ascending order. Offer Order • Supports common practice for sales and marketing communications to present a range of optional products within the same category by starting at the highest price product first and moving down. – The belief is that many consumers will rest upon a higher priced good rather than continue to exhaust all the purchasing possibilities by moving throughout the price points from highest to lowest. – Thus, in sales of automobiles, mattresses, and other consumer durables, it is common practice to show models starting from the most expensive item and moving downward from there. – Also works in business markets © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. End-Benefit Influence • Price sensitivity is influenced by the amount the product contributes to the end benefits sought by a customer – Products that contribute a high portion of the end-benefit sought by a customer are associated with lower price sensitivity than those which are ancillary to the end-benefit sought. • The end-benefit effect has implications for promotional messages. – In promoting a product, marketers are wise to stress relation of product to goal attainment rather than simply focus on its features and attributes. – For instance, Nutrisystem promotes its diet not on the basis of providing packaged food products and only partially on the ability of the Nutrisystem diet to encourage weight loss. The focal message of Nutrisystem is that their diet enables customers to look better, be healthier, and command a positive impression at special occasions. – Position offerings as tightly related to the full end-benefit can make customers less cost sensitive. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.
  • 38. 11/6/18 38 11. Reference Price Effects • Past prices observed by customers influence expected prices to pay. 12. Endowment Effect • The moment someone has an item, they place greater value on it than they otherwise would. 13. Anchoring • People anchor price expectations based upon information gathered early in the decision making process. 14. Comparison Set Effect • Customer’s price expectations are influenced by the alternatives under consideration when making a purchase decision. Lower priced alternatives decrease price expectations. Higher priced alternatives increase price expectations. 15. Framing Effect • The frame through which a customer perceives an offer influences their willingness to pay. 16. Order Bias • Present any range of optional products within the same category by starting at the highest price product first and moving down. 17. End-benefit Effect • Position offerings as tightly related to the full end-benefit can make customers less cost sensitive. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Perceptual Challenges Behavioral Effects that Influence Price Sensitivity • True Economic Costs 1. Shared Cost Effect 2. Switching Costs 3. Expenditure Effect 4. Difficult Comparison Effect • Perceptual Challenges 5. Price Endings in 9s 6. Fairness Effect 7. Overconfidence in Future Economic Efficiency 8. Small Pie Bias 9. Promotional Influence 10. Prospect Theory – Losses Weigh Heavier than Gains – Inflection at the Point of Reference – Diminishing Sensitivity – Risk Aversion in the Positive Frame and Risk Seeking in the Negative Frame – Utility Function from Prospect Theory – Prescriptions • Effects Related to Prospect Theory 11. Reference Price Effects 12. Endowment Effect 13. Anchoring 14. Comparison Set Effect 15. Framing Effect 16. Order Bias 17. End-benefit Effect © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. Summary • Price cannot be quantitative optimized in the absence of considering qualitative influences. • There are many psychological, decision bias, neurological, and behavioral effects that influence how customers perceive prices, make evaluations, and select between competing offers. • Sales and marketing executives can use the effects to influence price acceptance and improve profit capture. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part.