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ESTIMATING POTENTIAL SALES FOR
A RETAIL STORE
8-2
METHODS FOR ESTIMATING DEMAND
Huff’s Model
Analog Approach
Regression Analysis
Royalty-Free/CORBIS
8-3
Based on the premise that the probability which a given
customer will shop in a particular store
or shopping center becomes larger as the size
of store or center grows and distance or
travel time from customer shrinks
HUFF’S GRAVITY MODEL
8-4
HUFF’S MODEL FORMULA
tripsshoppingofkinds
differentontimetravelofeffectthereflectsthatoexponent tAn
center
shoppingpoint tostartingscustomer'fromdistanceortimeTravel
centershoppingofSize
centershoppingparticular
atotravelingoriginofpointgivenaatcustomeraofyProbabilit
Where
ijTb
ijT
jjS
j
iijP
n
1j
b
ijTjS
b
ijTjS
ijP









APPLICATION OF HUFF GRAVITY MODEL
8-5
APPLICATION OF HUFF GRAVITY MODEL CONTINUED
8-6
PRC = 10,000/5 2 = .889
10,000/52 + 5,000/52
POH = 10,000/152 = .182
10,000/152 + 5,000/52
.889 x $3 million + .182 x $3 million = $4,910,000
REGRESSION ANALYSIS AND ANALOG APPROACH
8-7
Multiple Regression Analysis = Factors affecting the sales of existing stores in
a chain will have the same impact upon the stores located at new sites being
considered.
Analog Approach = retailer describes the site and trade area characteristics
for its most successful stores and attempts to find a similar site.
REGRESSION MODEL FOR ESTIMATING STORE SALES
 Stores sales = 275 x number of households in trade area (15
minute drive time)
 + 1,800,000 x percent of household in trade with children
under 15
 + 2,000,000 x % of households in trade area inTapestry
segment “aspiring young ”
 + 8 x shopping center square feet
 + 250,000 if visible from street
 + 300,000 ifWal-Mart in center
8-8
APPLICATION OF REGRESSION MODEL
Store Sales A = $7,635,000
= 275x11,000 + 1,800,000 x 0.7 + 2,000,000 x 0.6
+ 8 x 200,000 + 250,000 + 300,000
Store Sales B = $6,685,000
= 275x15,000 + 1,800,000 x 0.2 + 2,000,000 x 0.1
+ 8 x 250,000
8-9
ANALOG APPROACH
Analog Approach
 Do a competitve analysis
 Define present trade area
 Analyze trade area characteristics
 Match characteristics of present area with potential sites
8-10

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estimating potential sales for a retail store

  • 1. ESTIMATING POTENTIAL SALES FOR A RETAIL STORE
  • 2. 8-2 METHODS FOR ESTIMATING DEMAND Huff’s Model Analog Approach Regression Analysis Royalty-Free/CORBIS
  • 3. 8-3 Based on the premise that the probability which a given customer will shop in a particular store or shopping center becomes larger as the size of store or center grows and distance or travel time from customer shrinks HUFF’S GRAVITY MODEL
  • 4. 8-4 HUFF’S MODEL FORMULA tripsshoppingofkinds differentontimetravelofeffectthereflectsthatoexponent tAn center shoppingpoint tostartingscustomer'fromdistanceortimeTravel centershoppingofSize centershoppingparticular atotravelingoriginofpointgivenaatcustomeraofyProbabilit Where ijTb ijT jjS j iijP n 1j b ijTjS b ijTjS ijP         
  • 5. APPLICATION OF HUFF GRAVITY MODEL 8-5
  • 6. APPLICATION OF HUFF GRAVITY MODEL CONTINUED 8-6 PRC = 10,000/5 2 = .889 10,000/52 + 5,000/52 POH = 10,000/152 = .182 10,000/152 + 5,000/52 .889 x $3 million + .182 x $3 million = $4,910,000
  • 7. REGRESSION ANALYSIS AND ANALOG APPROACH 8-7 Multiple Regression Analysis = Factors affecting the sales of existing stores in a chain will have the same impact upon the stores located at new sites being considered. Analog Approach = retailer describes the site and trade area characteristics for its most successful stores and attempts to find a similar site.
  • 8. REGRESSION MODEL FOR ESTIMATING STORE SALES  Stores sales = 275 x number of households in trade area (15 minute drive time)  + 1,800,000 x percent of household in trade with children under 15  + 2,000,000 x % of households in trade area inTapestry segment “aspiring young ”  + 8 x shopping center square feet  + 250,000 if visible from street  + 300,000 ifWal-Mart in center 8-8
  • 9. APPLICATION OF REGRESSION MODEL Store Sales A = $7,635,000 = 275x11,000 + 1,800,000 x 0.7 + 2,000,000 x 0.6 + 8 x 200,000 + 250,000 + 300,000 Store Sales B = $6,685,000 = 275x15,000 + 1,800,000 x 0.2 + 2,000,000 x 0.1 + 8 x 250,000 8-9
  • 10. ANALOG APPROACH Analog Approach  Do a competitve analysis  Define present trade area  Analyze trade area characteristics  Match characteristics of present area with potential sites 8-10