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A	Longitudinal	Study	to	Assess	Impact	and	
Sustainability	of	a	Scratch	Cooking	Intervention	
among	5	Colorado	School	Districts
Leah	Carpenter,	MPH
Gretchen	Swanson	Center	for	Nutrition
Omaha,	NE
Presenter	Disclosures
Leah	Carpenter
No	Relationships	to	disclose
Introduction:
The	Problem
• Current	national	rates
• 17%	of	children	and	adolescents	are	obese
• Environmental	and	policy	approaches	are	warranted	
• 32%	of	empty	calories	come	from	school		
• Inadequate	equipment	is	a	barrier	to	change
• Lunch	participation	declined	by	5%	each	year	from	2006	to	2014
• Studies	finding	meal	improvement	due	to	Heathy	Hunger-Free	Kids	Act
• New	meal	standards	not	associated	with	a	negative	effect	on	student	
meal	participation,	nor	food	waste
Introduction:
LiveWell Colorado’s	School	Food	Initiative	(SFI)
• Goal:	partner	with	districts	to	serve	more	fresh/whole	foods	
• Provides	workshops/training,	on-site	chef	support,	operations	&	
marketing	technical	assistance	and	small	equipment	donation
• Developed	in	2010	with	the	initial	goal	of	reaching	all	178	public	
school	districts	(~90	districts	to	date)
• Model	has	evolved	over	time	to	better	serve	participants
Introduction:
External	Evaluation
• Goal:	Measure	impact	of	SFI	on	level	of	scratch-cooking	
• Provide	results	and	feedback	to:
• Program: Identify	areas	of	improvement	to	inform	program	modification	
to	best	serve	school	districts	and	yield	positive	outcomes
• Districts:	Provide	information/results	back	to	districts	for	school	board	
presentations,	grant	applications,	etc.
• Community:	Contribute	to	scientific	literature	for	replication	of	best	
practices	nationally
Methods:
Evaluation	Questions
• What	are	the	long-term	effects	of	the	SFI	on	an	alumni	
district’s	ability	to	incorporate	fresh/whole	ingredients	1,	2,	
and	3	years	after	completing	the	program?
• What	are	the	long-term	effects	of	scratch-cooking	on	
participation	in	the	National	School	Lunch	Program	(NSLP)?
Methods:
Quantitative	Menu	Analysis	(QMA)
• In-person	menu	cycle	
review	with	Food	Service	
Director
• Score	each	ingredient	
used	based	on	rubric	by	
component
• Collect	recipes	and	labels	
• Administered	3	times	
(Spring	2014,	2015,	2016)
Animal-based	Protein
Group	A	(Scratch/Fresh) Group	B	(Transitional/Clean	Label) Group	C	(Highly	Processed)
Meat	and	meat	alternatives	delivered	
raw/uncooked	with	the	only	
processing	being	skinned,	cut	and/or	
frozen:
• Raw meat:	beef,	pork,	lamb
• Raw	poultry:	chicken,	turkey,	
duck
• Ground	raw	meat	(include	raw	
preformed	patties)
• Ground	raw	poultry	(include	raw	
preformed	patties)
• Shelled	Eggs
• Raw	fish,	shrimp
Meat	and	meat	alternatives	that	are	
minimally	processed,	often	
precooked	and	flash	frozen	with	no	
fillers	and	no	preservatives	added	
(100%	meat):
• Precooked meat,	no	fillers,	no	
preservatives:	Beef,	pork,	lamb	
(ex.	crumbles,	meatballs,	roast,	
steaks,	and	preformed	cooked	
hamburger	patties)
• Precooked	poultry,	no	fillers,	no	
preservatives:	Chicken,	turkey,	
duck	(ex.	Fajita	strips,	
unbreaded chicken	breast,	
turkey	crumble	with	no	fillers)
• Liquid	Eggs
• Canned	Tuna	(fish	and	water	or	
oil,	no	preservatives)
• Frozen	unbreaded precooked	
fish,	shrimp	
Meat	and	meat	alternatives	that	have	
been	commercially	prepared,	i.e.	heat	
&	serve	items;	cured/preserved	
items;	has	fillers,	preservatives,	or	other	
ingredients:
• Heat	&	serve meat:	Beef	(ex.	
Hamburgers,	crumbles,	and	
meatballs)	with	fillers);	
Hotdogs;	Bacon
• Heat	and	Serve	poultry:	
Chicken	(ex.	nuggets,	strips	and	
patties);	turkey	crumble	with	
fillers
• Deli	meat	(ex.	turkey,	roast	beef,	
ham,	salami,	pepperoni)
• Powdered	eggs
• Canned	Tuna	(fish	and	water	or	
oil,	has	fillers,	preservatives,	or	
other	ingredients)
• Frozen	breaded	precooked	fish,	
shrimp	
Figure	1.	Animal-based	Protein	Section	of	QMA	Rubric
Methods:	
Participation	Rate	Analysis
• Secondary	data	from	the	Colorado	Department	of	Education
• Calculated	for	each	district	by	month	Aug	2012-May	2016	
• Combined	and	by	grade	level	
• Comparison	of	intervention	districts	and	Colorado’s	average
Average	Daily	Participation	(ADP)	=	Total	Meals	served/#	of	Operating	Days
Participation	=	ADP/total	Enrollment
Methods:	
Sampling	Districts
• 5	districts	from	original	sample
• Variation	in	district	sizes	
• Each	chef	team	represented
• No	prior	SFI	experience
• Diverse	geographic	location
Results:	
Longitudinal	QMA
• The	use	of	fresh/whole	ingredients	increased	by	17%	from	
Spring	2013	to	Spring	2016	across	all	districts
61% 62%
75%
78%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
2013 2014 2015 2016
Average	Use	of	Fresh/Whole	Ingredients	Over	Time
Figure	2.	Average	yearly	use	of	fresh/whole	ingredients.
Baseline:	40%	to	75%
After	one	year	in	program:	
51%	to	72%
After	two	years:		69%	to	83%	
After	3	years:	69%	to	85%
Results:	
Longitudinal	QMA
• 17%	average	improvement	across	school	districts
Figure	3.	Each	district’s	change	in	the	use	of	
fresh/whole	ingredients	from	2013-2016.
Change	across	3-year	
time	frame	ranged	from
-1%	to	+33%	per	district
22% 21%
-1%
33%
11%
17%
-5%
0%
5%
10%
15%
20%
25%
30%
35%
District	A District	B District	C District	D District	E Distrcit	Ave
Total	Change	in	the	Use	of	Fresh/Whole	by	School	District
Results:	
Participation	Results
• When	transitioning	to	fresh/whole	ingredients,	participation	
rates	remain	constant
Figure	4.	Pre-Post	Average	Daily	Participation	by	District.
Four	districts	increased	
participation
One	district	decreased	
participation
Average	2013	rate	=	53.2%	
Average	2016	rate	=	53.9%
+0.7%
35.6
38.3
71.6
74.6
46.1
43.8
39.2
63.2
76.7
46.6
0.0
10.0
20.0
30.0
40.0
50.0
60.0
70.0
80.0
90.0
District	A District	B District	C District	D District	E
Lunch	Participation	Rate	(%)
2013 2016
Results:	
Participation	Results Figure	5.	Participation	of	the	intervention	districts	
from	2013	– 2015,	compared	to	the	Colorado	
average
0
10
20
30
40
50
60
70
80
90
100
8/1/13 10/1/13 12/1/13 2/1/14 4/1/14 6/1/14 8/1/14 10/1/14 12/1/14 2/1/15 4/1/15
Average	Daily	Participation	(%)
National	School	Lunch	Participation	Rate	by	Month	for	LWC	School	Districts	and	
Colorado,	School	Years	2013-2015
LWC	districts Colorado
• Intervention	districts	
have	higher	participation	
than	the	Colorado	
average
Discussion	and	Conclusion	
• Quantitative	Menu	Analysis	(QMA)	findings	showed	an	average	
increase	of	17% among	SFI	school	districts	in	use	of	
fresh/whole	ingredients	over	time	(and	sustained!)
• As	use	of	fresh/whole	increased,	school	lunch	participation	
stayed	constant
• SFI	seen	as	a	facilitator	in	implementing	an	improved	NSLP	as	
required	by	Healthy	Hunger-Free	Kids	Act
• Next	steps:	Evaluation	to	include	procurement	data	analysis
Acknowledgements
Contributing	Authors:	
Kelli	Gruber,	MPH
Gabriella	Warner,	MS,	RD
Amy	Yaroch,	PhD
Research	supported	by	LiveWell Colorado and	The	Colorado	Health	Foundation
Thank	You!
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