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The	
  Role	
  of	
  Farmers’	
  Market	
  Incen5ves	
  on	
  the	
  Fruit	
  
and	
  Vegetable	
  Intake	
  and	
  Food	
  Security	
  Status	
  of	
  
Supplemental	
  Nutri5on	
  Assistance	
  Program	
  
Par5cipants	
  	
  
	
  
	
  
Mateja	
  R.	
  Savoie	
  Roskos	
  
Disserta5on	
  Defense	
  
2016	
  
	
  
Overview	
  
§  Discuss	
  the	
  literature	
  related	
  to	
  the	
  nutri5onal	
  status	
  of	
  
low-­‐income	
  Americans.	
  
§  Describe	
  the	
  methods	
  and	
  results	
  of	
  the	
  three	
  studies	
  
conducted.	
  
§  Iden5fy	
  areas	
  of	
  further	
  research	
  related	
  to	
  farmers’	
  
market	
  incen5ves.	
  
Food	
  Insecurity	
  and	
  Fruit	
  &	
  
Vegetable	
  Intake	
  
§  Food	
  insecurity	
  is	
  the	
  inability	
  to	
  access	
  a	
  sufficient	
  
quan5ty	
  of	
  safe,	
  affordable,	
  and	
  nutri5ous	
  foods.	
  
§  Prevalence	
  rate	
  near	
  14%	
  in	
  the	
  U.S.1	
  
§  Dietary	
  intake	
  of	
  food	
  insecure	
  individuals	
  is	
  less	
  
nutri5ous	
  and	
  balanced.2	
  
§  Diets	
  of	
  food	
  insecure	
  individuals	
  are	
  especially	
  low	
  in	
  
fruit	
  and	
  vegetables	
  (F&V).3	
  
1.	
  Coleman-­‐Jensen,	
  Gregory,	
  &	
  Singh,	
  2013;	
  	
  2.Champagne	
  et	
  al.,	
  2007;	
  
3.	
  Miedwald,	
  Holben,	
  &	
  Hall,	
  2012	
  	
  
Barriers	
  to	
  F&V	
  Intake	
  
§  Commonly	
  reported	
  barriers	
  to	
  F&V	
  consump5on	
  among	
  
low-­‐income	
  individuals	
  include1,2:	
  
§  Cost	
  
§  Access	
  
§  Availability	
  
§  Numerous	
  interven5ons	
  and	
  policies	
  have	
  been	
  
implemented	
  to	
  reduce	
  these	
  barriers.	
  
	
  
1.	
  Eikenberry	
  &	
  Smith,	
  2004;	
  2.	
  Wheeler	
  &	
  Chapman-­‐Novasofski,	
  2014	
  	
  
Farmers’	
  Market	
  	
  
Incen5ve	
  Programs	
  
§  Farmers’	
  market	
  incen5ve	
  programs	
  have	
  been	
  
established	
  to	
  increase	
  F&V	
  intake	
  and	
  food	
  security	
  
status	
  of	
  low-­‐income	
  individuals.	
  
§  Programs	
  include	
  but	
  are	
  not	
  limited	
  to:	
  
§  WIC	
  Farmers’	
  Market	
  Nutri5on	
  Program	
  (WIC	
  FMNP)	
  
§  Senior	
  Farmers’	
  Market	
  Nutri5on	
  Program	
  
§  Wholesome	
  Waves’	
  Double	
  Value	
  Coupon	
  Program	
  
§  Fair	
  Food	
  Networks’	
  Double	
  Up	
  Food	
  Bucks	
  
Opportuni5es	
  for	
  Incen5ve	
  
Programs	
  
§  Food	
  Insecurity	
  Nutri5on	
  Incen5ve	
  (FINI)	
  
§  $31.5	
  million	
  in	
  funding	
  provided	
  to	
  test	
  incen5ve	
  
strategies	
  for	
  increasing	
  F&V	
  consump5on	
  among	
  SNAP	
  
par5cipants.	
  
§  Local,	
  state,	
  and	
  na5onal	
  organiza5ons	
  in	
  26	
  states	
  have	
  
received	
  funding.	
  
§  Evalua5on	
  of	
  these	
  programs	
  will	
  be	
  used	
  to	
  help	
  
policymakers	
  determine	
  how	
  to	
  provide	
  incen5ves	
  to	
  
SNAP	
  par5cipants.	
  
	
  
Study	
  Objec5ves	
  
§  Study	
  1	
  
§  To	
  determine	
  the	
  feasibility	
  of	
  program	
  implementa5on	
  and	
  
evalua5on	
  and	
  the	
  u5liza5on	
  of	
  benefits	
  among	
  farmers’	
  market	
  
incen5ve	
  program	
  par5cipants.	
  	
  
§  Study	
  2	
  
§  To	
  explore	
  the	
  experiences	
  of	
  SNAP	
  par5cipants	
  at	
  farmers’	
  
markets	
  aher	
  receiving	
  farmers’	
  market	
  incen5ves.	
  
§  	
  Study	
  3	
  
§  To	
  determine	
  if	
  par5cipa5on	
  in	
  a	
  farmers’	
  market	
  incen5ve	
  pilot	
  
program	
  had	
  an	
  impact	
  on	
  food	
  security	
  and	
  F&V	
  intake	
  of	
  
par5cipants.	
  	
  
Study	
  1:	
  Study	
  Design	
  
§  Objec5ve:	
  To	
  determine	
  the	
  feasibility	
  of	
  program	
  
implementa5on	
  and	
  evalua5on	
  and	
  the	
  u5liza5on	
  of	
  
benefits	
  among	
  farmers’	
  market	
  incen5ve	
  program	
  
par5cipants.	
  	
  
§  Recruited	
  SNAP	
  par5cipants	
  in	
  a	
  rural	
  county	
  in	
  Utah.	
  
§  Par5cipants	
  were	
  stra5fied	
  into	
  5	
  groups:	
  
Study	
  1:	
  Study	
  Design	
  
§  Matching	
  and	
  non	
  matching	
  incen5ves	
  
§  Redeemable	
  at	
  one	
  Utah	
  farmers’	
  market	
  for	
  8-­‐weeks	
  
§  Incen5ve	
  amount	
  based	
  on	
  family	
  size	
  
§  Matching	
  incen5ves	
  required	
  par5cipants	
  to	
  match	
  $1	
  in	
  
SNAP	
  benefits	
  for	
  each	
  $1	
  in	
  incen5ves	
  
§  Non-­‐matching	
  incen5ves	
  did	
  not	
  require	
  par5cipants	
  to	
  
match	
  benefits	
  to	
  receive	
  incen5ves	
  
Study	
  1:	
  Data	
  Collec5on	
  
§  Four	
  data	
  collec5on	
  periods	
  	
  
§  Baseline	
  (0	
  weeks),	
  midpoint	
  (4	
  weeks),	
  endpoint	
  (8-­‐weeks)	
  
§  6	
  month	
  follow	
  up	
  
§  Data	
  collected	
  
§  Anthropometrics	
  
§  Resonance	
  Raman	
  light	
  scajering	
  spectroscopy	
  	
  
§  Automated	
  Self-­‐Administered	
  24	
  hour	
  Recall	
  (ASA24)	
  
§  Na5onal	
  Cancer	
  Ins5tute’s	
  Food	
  Frequency	
  Ques5onnaire	
  
Study	
  1:	
  Analysis	
  
§  Repeated	
  Measures	
  Mul5variate	
  Analysis	
  of	
  Variance	
  
(MANOVA)	
  
§  To	
  compare	
  mean	
  differences	
  in	
  F&V	
  intake	
  and	
  carotenoid	
  
levels.	
  
§  Pearson	
  Correla5on	
  Coefficient	
  
§  To	
  determine	
  linear	
  rela5onship	
  between	
  carotenoid	
  levels	
  and	
  
the	
  F&V	
  intake	
  through	
  the	
  FFQ	
  and	
  ASA24.	
  
§  The	
  mean	
  financial	
  resources	
  spent	
  at	
  the	
  farmers’	
  market	
  
were	
  calculated.	
  
§  Drop	
  out	
  rates	
  of	
  each	
  group	
  receiving	
  farmers’	
  market	
  
incen5ves	
  were	
  calculated.	
  
Study	
  1:	
  Demographics	
  
§  The	
  majority	
  of	
  par5cipants	
  were	
  white,	
  non-­‐Hispanic	
  
married	
  females.	
  
§  Age	
  range	
  of	
  18-­‐62	
  years	
  old.	
  	
  
§  Average	
  household	
  had	
  2.5	
  children.	
  
§  91%	
  of	
  households	
  had	
  an	
  annual	
  income	
  of	
  less	
  than	
  
$30,000.	
  
	
  	
  
Study	
  1:	
  Results	
  
§  No	
  significant	
  differences	
  in	
  means	
  of	
  F&V	
  intake	
  were	
  
found	
  between	
  groups	
  at	
  any	
  5me	
  period.	
  	
  
Study	
  1:	
  Results	
  
§  No	
  significant	
  differences	
  in	
  means	
  of	
  carotenoid	
  levels	
  
were	
  found	
  between	
  groups	
  at	
  any	
  5me	
  period.	
  	
  
Study	
  1:	
  Results	
  
§  Carotenoids	
  were	
  found	
  to	
  
be	
  significantly	
  correlated	
  to	
  
F&V	
  ASA24	
  data	
  at	
  all	
  data	
  
collec5ons	
  points	
  (P<0.05)	
  
§  Endpoint	
  P<0.01,	
  r=0.361	
  
§  F&V	
  FFQ	
  data	
  was	
  only	
  
significantly	
  correlated	
  with	
  
carotenoids	
  at	
  baseline	
  
(r=0.395,	
  P=0.003)	
  and	
  
midpoint	
  (r=0.425,	
  p=0.001)	
  	
  
Study	
  1:	
  Results	
  
Study	
  1:	
  Results	
  
™  The	
  matching	
  incen5ve	
  groups	
  had	
  the	
  highest	
  drop	
  out	
  
rate	
  and	
  the	
  lowest	
  incen5ve	
  usage.	
  
Study	
  2:	
  Study	
  Design	
  
§  To	
  explore	
  the	
  experiences	
  of	
  farmers’	
  market	
  incen5ve	
  
program	
  par5cipants.	
  
§  Qualita5ve	
  semi-­‐structured	
  interviews	
  were	
  conducted	
  
(n=14)	
  among	
  par5cipants	
  from	
  the	
  previously	
  described	
  	
  
study.	
  
§  Interviews	
  lasted	
  45-­‐60	
  minutes.	
  	
  
§  Each	
  interview	
  was	
  audio	
  recorded	
  and	
  transcribed	
  
verba5m.	
  
Study	
  2:	
  Study	
  Design	
  
§  The	
  interview	
  script	
  included	
  ques5ons	
  about	
  	
  
§  self	
  perceived	
  barriers	
  to	
  F&V	
  intake	
  
§  experiences	
  with	
  using	
  the	
  farmers’	
  market	
  incen5ves	
  
§  experiences	
  with	
  nutri5on	
  educa5on	
  	
  
§  perceived	
  nutri5on	
  related	
  behavior	
  changes	
  
§  future	
  SNAP	
  use	
  at	
  the	
  farmers’	
  market.	
  	
  
Study	
  2:	
  Analysis	
  
§  Two	
  researchers	
  conducted	
  independent	
  coding.	
  	
  
§  Codes	
  were	
  generated	
  from	
  quotes	
  derived	
  from	
  line-­‐by-­‐line	
  
review	
  of	
  the	
  transcrip5ons.	
  	
  
§  The	
  researchers	
  compared	
  codes	
  and	
  memos	
  as	
  transcrip5ons	
  
were	
  being	
  reviewed.	
  	
  
§  Categories	
  were	
  developed	
  based	
  on	
  the	
  emergent	
  codes.	
  	
  
§  Each	
  category	
  was	
  defined	
  and	
  inclusion	
  and	
  exclusion	
  criteria	
  
were	
  developed	
  and	
  entered	
  into	
  a	
  codebook.	
  	
  
§  Themes	
  were	
  developed	
  based	
  on	
  the	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
defined	
  categories.	
  
Study	
  2:	
  Results	
  
§  What	
  influences	
  the	
  use	
  of	
  
farmers’	
  markets?	
  	
  
§  Awareness	
  
§  Convenience	
  
	
  
“Fruit	
  and	
  vegetables	
  are	
  so	
  easily	
  
accessible	
  at	
  the	
  grocery	
  store	
  where	
  I	
  
also	
  have	
  to	
  get	
  other	
  things	
  that	
  it's	
  
just	
  easier	
  to	
  use	
  SNAP	
  benefits	
  at	
  the	
  
grocery	
  store	
  instead	
  of	
  making	
  an	
  
extra	
  trip	
  to	
  the	
  farmers’	
  market	
  just	
  
for	
  the	
  few	
  items.”	
  	
  
	
  
“We	
  have	
  always	
  just	
  gone	
  to	
  the	
  
farmer's	
  market	
  and	
  paid	
  cash.	
  I	
  didn't	
  
even	
  know	
  that	
  we	
  could	
  use	
  SNAP	
  
benefits	
  at	
  the	
  market.”	
  	
  
	
  
Study	
  2:	
  Results	
  
§  What	
  were	
  the	
  benefits	
  of	
  
using	
  farmers’	
  market	
  
incen5ves?	
  	
  
§  F&V	
  exposure	
  for	
  children	
  
§  Improved	
  F&V	
  intake	
  
§  Local	
  connec5ons	
  	
  
	
  
“They	
  loved	
  it.	
  You	
  know,	
  and	
  
my	
  son	
  would	
  be	
  like,	
  ‘lets	
  get	
  
this!’	
  and	
  ‘lets	
  get	
  this!’	
  and	
  half	
  
the	
  5me	
  I	
  would	
  say	
  yes	
  
because	
  we	
  had	
  the	
  extra	
  
money”.	
  	
  
Study	
  2:	
  Results	
  
§  What	
  barriers	
  to	
  purchasing	
  
F&V	
  were	
  overcome	
  as	
  a	
  
result	
  of	
  the	
  farmers’	
  market	
  
incen5ves?	
  	
  
§  Budge5ng	
  
§  Cost	
  	
  
§  Availability	
  
	
  
“It	
  was	
  kind	
  of	
  a	
  juggling	
  act	
  for	
  me	
  
to	
  try	
  and	
  make	
  SNAP	
  benefits	
  last	
  
to	
  that	
  third	
  and	
  fourth	
  week,	
  to	
  
make	
  sure	
  I	
  had	
  $30	
  on	
  my	
  EBT.”	
  	
  
Study	
  3	
  
§  Objec5ve:	
  To	
  determine	
  if	
  par5cipa5on	
  in	
  a	
  farmers’	
  
market	
  incen5ve	
  pilot	
  program	
  had	
  an	
  impact	
  on	
  food	
  
security	
  and	
  F&V	
  intake	
  of	
  par5cipants.	
  	
  
§  SNAP	
  par5cipants	
  were	
  eligible	
  to	
  receive	
  $1	
  in	
  
incen5ves	
  for	
  every	
  SNAP	
  dollar	
  spent	
  at	
  the	
  Salt	
  Lake	
  
City	
  Farmers’	
  Market.	
  
	
  
This	
  study	
  was	
  published	
  in	
  the	
  January	
  2016	
  issue	
  of	
  the	
  Journal	
  of	
  	
  
Nutri5on	
  Educa5on	
  and	
  Behavior	
  
Study	
  3:	
  Study	
  Design	
  
§  Pretest	
  posjest	
  study	
  design	
  
§  Compared	
  F&V	
  intake	
  and	
  food	
  security	
  status	
  as	
  baseline	
  and	
  
4-­‐week	
  follow	
  up.	
  
§  Baseline	
  survey	
  
§  28-­‐item	
  survey	
  completed	
  at	
  the	
  farmers’	
  market	
  
§  96	
  par5cipants	
  	
  
§  4-­‐week	
  follow	
  up	
  
§  16-­‐item	
  survey	
  completed	
  over	
  the	
  phone	
  4-­‐weeks	
  aher	
  
comple5on	
  of	
  the	
  baseline	
  survey	
  
§  54	
  par5cipants	
  
Study	
  3:	
  Study	
  Design	
  
§  Baseline	
  survey	
  
§  6-­‐item	
  validated	
  F&V	
  module	
  from	
  the	
  Behavioral	
  Risk	
  Factor	
  
Surveillance	
  System	
  (BRFSS)	
  	
  
§  Response	
  op5ons	
  from	
  NCI	
  F&V	
  screener	
  were	
  used	
  for	
  self-­‐
administra5on1,2	
  
§  6-­‐item	
  short	
  form	
  Food	
  Security	
  Module	
  validated	
  by	
  the	
  US	
  
Department	
  of	
  Agriculture	
  
§  Demographics,	
  use	
  of	
  nutri5on	
  assistance,	
  shopping	
  habits,	
  etc.	
  
§  6-­‐month	
  follow	
  up	
  survey	
  
§  Same	
  6-­‐item	
  food	
  security	
  and	
  F&V	
  modules	
  
§  Farmers’	
  market	
  shopping	
  habits,	
  self-­‐reported	
  changes	
  in	
  F&V	
  
intake	
  
1.	
  Thompson	
  et	
  al.,	
  2000;	
  2.	
  Gulliford,	
  Mahabir,	
  Rocke,	
  2004	
  
Study	
  3:	
  Analysis	
  
§  Scale	
  scores	
  were	
  calculated	
  for	
  the	
  food	
  security	
  and	
  
F&V	
  modules.	
  
§  Wilcoxon	
  signed-­‐rank	
  test	
  were	
  used	
  to	
  compare	
  
baseline	
  to	
  follow	
  up	
  for:	
  
§  each	
  F&V	
  ques5on	
  
§  the	
  total	
  F&V	
  score	
  
§  total	
  food	
  security	
  score	
  
Study	
  3:	
  Results	
  
§  Median	
  food	
  security	
  score	
  decreased	
  significantly	
  (P<0.05)	
  
from	
  3.0	
  to	
  2.0.	
  	
  	
  
Study	
  3:	
  Results	
  
•  Consump5on	
  of	
  ‘Other	
  Vegetables’	
  significantly	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
increased	
  (P=0.001).	
  
•  86%	
  of	
  par5cipants	
  reported	
  an	
  increase	
  in	
  F&V	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
consump5on.	
  
	
  
*
Future	
  Research	
  
§  A	
  completely	
  randomized	
  design	
  should	
  be	
  conducted	
  
comparing	
  matching	
  incen5ves,	
  matching	
  incen5ves	
  and	
  
nutri5on	
  educa5on,	
  and	
  a	
  control	
  group.	
  	
  
§  Study	
  larger	
  sample	
  sizes	
  that	
  are	
  powered	
  to	
  determine	
  
effect	
  changes.	
  
§  Sample	
  size	
  of	
  144	
  par5cipants	
  per	
  group	
  with	
  a	
  power	
  of	
  
0.8	
  and	
  alpha	
  of	
  0.05.	
  	
  
§  Compare	
  subjec5ve	
  and	
  objec5ve	
  data	
  among	
  
par5cipants	
  with	
  access	
  to	
  year	
  around	
  farmers’	
  markets	
  
Conclusion	
  
§  Farmers’	
  market	
  incen5ves	
  may:	
  	
  
§  posi5vely	
  impact	
  food	
  security	
  status	
  and	
  F&V	
  intake	
  
among	
  low-­‐income	
  par5cipants.	
  
§  reduce	
  common	
  barriers	
  associated	
  with	
  purchasing	
  F&V	
  
and	
  shopping	
  at	
  farmers’	
  markets.	
  
§  improve	
  the	
  nutri5onal	
  status	
  of	
  federal	
  nutri5on	
  
assistance	
  users.	
  	
  
Thank	
  You	
  
§  Carrie	
  Durward	
  
§  Ron	
  Munger	
  
§  Heidi	
  Wengreen	
  
§  Martha	
  Archuleta	
  
§  Julie	
  Gast	
  
§  Heidi	
  LeBlanc	
  
§  Chuck	
  Carpenter	
  
§  Melanie	
  Jewkes	
  
§  Diete5cs	
  faculty	
  
	
  
§  My	
  husband	
  Tom	
  Roskos	
  
§  My	
  family	
  and	
  friends	
  
§  Utahns’	
  Against	
  Hunger	
  
§  SNAP-­‐Ed	
  
§  Utah	
  State	
  University	
  
§  Utah	
  State	
  University	
  Extension	
  
§  Select	
  Health	
  
§  USU’s	
  Applied	
  Nutri5on	
  
Research	
  Clinic	
  	
  
A	
  special	
  thanks	
  to	
  the	
  following	
  individuals	
  who	
  trained,	
  
assisted,	
  and	
  supported	
  me	
  during	
  my	
  work	
  towards	
  a	
  PhD	
  
References	
  
§  Coleman-­‐Jensen	
  A,	
  Gregory	
  C,	
  Singh	
  A.	
  Household	
  food	
  security	
  in	
  the	
  United	
  States	
  in	
  2013.	
  hjp://www.ers.usda.gov/
media/1565415/err173.pdf	
  
§  Champagne	
  CM,	
  Casey	
  PH,	
  Connell	
  CL,	
  et	
  al.	
  Poverty	
  and	
  food	
  intake	
  in	
  rural	
  America:	
  Diet	
  quality	
  is	
  lower	
  in	
  food	
  insecure	
  
adults	
  in	
  the	
  Mississippi	
  delta.	
  J	
  Am	
  Diet	
  Assoc.	
  2007;107(11):1886-­‐1894.	
  
§  Eikenberry,	
  N.,	
  &	
  Smith,	
  C.	
  Healthful	
  ea5ng:	
  Percep5ons,	
  mo5va5ons,	
  barriers,	
  and	
  promoters	
  in	
  low-­‐income	
  Minnesota	
  
communi5es.	
  J	
  Am	
  Diet	
  Assoc.	
  2004;	
  104(7),	
  1158-­‐1161.	
  doi:	
  10.1016/j.jada.20	
  04.04.023	
  
§  Gulliford	
  MC,	
  Mahabir	
  D,	
  Rocke	
  B.	
  Reliability	
  and	
  validity	
  of	
  a	
  short	
  form	
  household	
  food	
  security	
  scale	
  in	
  a	
  Caribbean	
  
community.	
  BMC	
  Public	
  Health.	
  2004;4(9).	
  
§  Miewald	
  C,	
  HolbenD,	
  Hall	
  P.	
  Roll	
  of	
  a	
  food	
  box	
  program	
  in	
  fruit	
  and	
  vegetable	
  consump5on	
  and	
  food	
  security.	
  Can	
  J	
  Diet	
  Pract	
  
Res.	
  2012;73:59-­‐65.	
  
§  Thompson	
  F,	
  Kipnis	
  V,	
  Subar	
  A,	
  et	
  al.	
  Evalua5on	
  of	
  2	
  brief	
  instruments	
  and	
  a	
  food-­‐frequency	
  ques5onnaire	
  to	
  es5mate	
  daily	
  
number	
  of	
  servings	
  of	
  fruit	
  and	
  vegetables.	
  Am	
  J	
  Clin	
  Nutr.	
  2000;71:1503-­‐1510.	
  	
  
§  United	
  States	
  Department	
  of	
  Agriculture.	
  USDA	
  awards	
  $31	
  million	
  in	
  grants	
  to	
  help	
  SNAP	
  par5cipants	
  afford	
  healthy	
  foods.	
  
2015.	
  hjp://www.usda.gov/wps/portal/usda/usdahome?conten5donly=true&conten5d=2015/04/0084.xml	
  
§  Wheeler,	
  A.	
  &	
  Chapman-­‐Novakofski,	
  K..	
  Farmers'	
  markets:	
  Costs	
  compared	
  with	
  supermarkets,	
  use	
  among	
  WIC	
  clients,	
  and	
  
rela5onship	
  to	
  F&V	
  intake	
  and	
  related	
  psychosocial	
  variables.	
  J	
  Nutr	
  Educ	
  Behav,	
  2014;	
  	
  43(3),	
  S65-­‐S70.	
  doi:	
  10.1016/j.jneb.
2013.11.016	
  
Ques5ons?	
  

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Dissertation Defense

  • 1. The  Role  of  Farmers’  Market  Incen5ves  on  the  Fruit   and  Vegetable  Intake  and  Food  Security  Status  of   Supplemental  Nutri5on  Assistance  Program   Par5cipants         Mateja  R.  Savoie  Roskos   Disserta5on  Defense   2016    
  • 2. Overview   §  Discuss  the  literature  related  to  the  nutri5onal  status  of   low-­‐income  Americans.   §  Describe  the  methods  and  results  of  the  three  studies   conducted.   §  Iden5fy  areas  of  further  research  related  to  farmers’   market  incen5ves.  
  • 3. Food  Insecurity  and  Fruit  &   Vegetable  Intake   §  Food  insecurity  is  the  inability  to  access  a  sufficient   quan5ty  of  safe,  affordable,  and  nutri5ous  foods.   §  Prevalence  rate  near  14%  in  the  U.S.1   §  Dietary  intake  of  food  insecure  individuals  is  less   nutri5ous  and  balanced.2   §  Diets  of  food  insecure  individuals  are  especially  low  in   fruit  and  vegetables  (F&V).3   1.  Coleman-­‐Jensen,  Gregory,  &  Singh,  2013;    2.Champagne  et  al.,  2007;   3.  Miedwald,  Holben,  &  Hall,  2012    
  • 4. Barriers  to  F&V  Intake   §  Commonly  reported  barriers  to  F&V  consump5on  among   low-­‐income  individuals  include1,2:   §  Cost   §  Access   §  Availability   §  Numerous  interven5ons  and  policies  have  been   implemented  to  reduce  these  barriers.     1.  Eikenberry  &  Smith,  2004;  2.  Wheeler  &  Chapman-­‐Novasofski,  2014    
  • 5. Farmers’  Market     Incen5ve  Programs   §  Farmers’  market  incen5ve  programs  have  been   established  to  increase  F&V  intake  and  food  security   status  of  low-­‐income  individuals.   §  Programs  include  but  are  not  limited  to:   §  WIC  Farmers’  Market  Nutri5on  Program  (WIC  FMNP)   §  Senior  Farmers’  Market  Nutri5on  Program   §  Wholesome  Waves’  Double  Value  Coupon  Program   §  Fair  Food  Networks’  Double  Up  Food  Bucks  
  • 6. Opportuni5es  for  Incen5ve   Programs   §  Food  Insecurity  Nutri5on  Incen5ve  (FINI)   §  $31.5  million  in  funding  provided  to  test  incen5ve   strategies  for  increasing  F&V  consump5on  among  SNAP   par5cipants.   §  Local,  state,  and  na5onal  organiza5ons  in  26  states  have   received  funding.   §  Evalua5on  of  these  programs  will  be  used  to  help   policymakers  determine  how  to  provide  incen5ves  to   SNAP  par5cipants.    
  • 7. Study  Objec5ves   §  Study  1   §  To  determine  the  feasibility  of  program  implementa5on  and   evalua5on  and  the  u5liza5on  of  benefits  among  farmers’  market   incen5ve  program  par5cipants.     §  Study  2   §  To  explore  the  experiences  of  SNAP  par5cipants  at  farmers’   markets  aher  receiving  farmers’  market  incen5ves.   §   Study  3   §  To  determine  if  par5cipa5on  in  a  farmers’  market  incen5ve  pilot   program  had  an  impact  on  food  security  and  F&V  intake  of   par5cipants.    
  • 8. Study  1:  Study  Design   §  Objec5ve:  To  determine  the  feasibility  of  program   implementa5on  and  evalua5on  and  the  u5liza5on  of   benefits  among  farmers’  market  incen5ve  program   par5cipants.     §  Recruited  SNAP  par5cipants  in  a  rural  county  in  Utah.   §  Par5cipants  were  stra5fied  into  5  groups:  
  • 9. Study  1:  Study  Design   §  Matching  and  non  matching  incen5ves   §  Redeemable  at  one  Utah  farmers’  market  for  8-­‐weeks   §  Incen5ve  amount  based  on  family  size   §  Matching  incen5ves  required  par5cipants  to  match  $1  in   SNAP  benefits  for  each  $1  in  incen5ves   §  Non-­‐matching  incen5ves  did  not  require  par5cipants  to   match  benefits  to  receive  incen5ves  
  • 10. Study  1:  Data  Collec5on   §  Four  data  collec5on  periods     §  Baseline  (0  weeks),  midpoint  (4  weeks),  endpoint  (8-­‐weeks)   §  6  month  follow  up   §  Data  collected   §  Anthropometrics   §  Resonance  Raman  light  scajering  spectroscopy     §  Automated  Self-­‐Administered  24  hour  Recall  (ASA24)   §  Na5onal  Cancer  Ins5tute’s  Food  Frequency  Ques5onnaire  
  • 11. Study  1:  Analysis   §  Repeated  Measures  Mul5variate  Analysis  of  Variance   (MANOVA)   §  To  compare  mean  differences  in  F&V  intake  and  carotenoid   levels.   §  Pearson  Correla5on  Coefficient   §  To  determine  linear  rela5onship  between  carotenoid  levels  and   the  F&V  intake  through  the  FFQ  and  ASA24.   §  The  mean  financial  resources  spent  at  the  farmers’  market   were  calculated.   §  Drop  out  rates  of  each  group  receiving  farmers’  market   incen5ves  were  calculated.  
  • 12. Study  1:  Demographics   §  The  majority  of  par5cipants  were  white,  non-­‐Hispanic   married  females.   §  Age  range  of  18-­‐62  years  old.     §  Average  household  had  2.5  children.   §  91%  of  households  had  an  annual  income  of  less  than   $30,000.      
  • 13. Study  1:  Results   §  No  significant  differences  in  means  of  F&V  intake  were   found  between  groups  at  any  5me  period.    
  • 14. Study  1:  Results   §  No  significant  differences  in  means  of  carotenoid  levels   were  found  between  groups  at  any  5me  period.    
  • 15. Study  1:  Results   §  Carotenoids  were  found  to   be  significantly  correlated  to   F&V  ASA24  data  at  all  data   collec5ons  points  (P<0.05)   §  Endpoint  P<0.01,  r=0.361   §  F&V  FFQ  data  was  only   significantly  correlated  with   carotenoids  at  baseline   (r=0.395,  P=0.003)  and   midpoint  (r=0.425,  p=0.001)    
  • 17. Study  1:  Results   ™  The  matching  incen5ve  groups  had  the  highest  drop  out   rate  and  the  lowest  incen5ve  usage.  
  • 18. Study  2:  Study  Design   §  To  explore  the  experiences  of  farmers’  market  incen5ve   program  par5cipants.   §  Qualita5ve  semi-­‐structured  interviews  were  conducted   (n=14)  among  par5cipants  from  the  previously  described     study.   §  Interviews  lasted  45-­‐60  minutes.     §  Each  interview  was  audio  recorded  and  transcribed   verba5m.  
  • 19. Study  2:  Study  Design   §  The  interview  script  included  ques5ons  about     §  self  perceived  barriers  to  F&V  intake   §  experiences  with  using  the  farmers’  market  incen5ves   §  experiences  with  nutri5on  educa5on     §  perceived  nutri5on  related  behavior  changes   §  future  SNAP  use  at  the  farmers’  market.    
  • 20. Study  2:  Analysis   §  Two  researchers  conducted  independent  coding.     §  Codes  were  generated  from  quotes  derived  from  line-­‐by-­‐line   review  of  the  transcrip5ons.     §  The  researchers  compared  codes  and  memos  as  transcrip5ons   were  being  reviewed.     §  Categories  were  developed  based  on  the  emergent  codes.     §  Each  category  was  defined  and  inclusion  and  exclusion  criteria   were  developed  and  entered  into  a  codebook.     §  Themes  were  developed  based  on  the                                                                 defined  categories.  
  • 21. Study  2:  Results   §  What  influences  the  use  of   farmers’  markets?     §  Awareness   §  Convenience     “Fruit  and  vegetables  are  so  easily   accessible  at  the  grocery  store  where  I   also  have  to  get  other  things  that  it's   just  easier  to  use  SNAP  benefits  at  the   grocery  store  instead  of  making  an   extra  trip  to  the  farmers’  market  just   for  the  few  items.”       “We  have  always  just  gone  to  the   farmer's  market  and  paid  cash.  I  didn't   even  know  that  we  could  use  SNAP   benefits  at  the  market.”      
  • 22. Study  2:  Results   §  What  were  the  benefits  of   using  farmers’  market   incen5ves?     §  F&V  exposure  for  children   §  Improved  F&V  intake   §  Local  connec5ons       “They  loved  it.  You  know,  and   my  son  would  be  like,  ‘lets  get   this!’  and  ‘lets  get  this!’  and  half   the  5me  I  would  say  yes   because  we  had  the  extra   money”.    
  • 23. Study  2:  Results   §  What  barriers  to  purchasing   F&V  were  overcome  as  a   result  of  the  farmers’  market   incen5ves?     §  Budge5ng   §  Cost     §  Availability     “It  was  kind  of  a  juggling  act  for  me   to  try  and  make  SNAP  benefits  last   to  that  third  and  fourth  week,  to   make  sure  I  had  $30  on  my  EBT.”    
  • 24. Study  3   §  Objec5ve:  To  determine  if  par5cipa5on  in  a  farmers’   market  incen5ve  pilot  program  had  an  impact  on  food   security  and  F&V  intake  of  par5cipants.     §  SNAP  par5cipants  were  eligible  to  receive  $1  in   incen5ves  for  every  SNAP  dollar  spent  at  the  Salt  Lake   City  Farmers’  Market.     This  study  was  published  in  the  January  2016  issue  of  the  Journal  of     Nutri5on  Educa5on  and  Behavior  
  • 25. Study  3:  Study  Design   §  Pretest  posjest  study  design   §  Compared  F&V  intake  and  food  security  status  as  baseline  and   4-­‐week  follow  up.   §  Baseline  survey   §  28-­‐item  survey  completed  at  the  farmers’  market   §  96  par5cipants     §  4-­‐week  follow  up   §  16-­‐item  survey  completed  over  the  phone  4-­‐weeks  aher   comple5on  of  the  baseline  survey   §  54  par5cipants  
  • 26. Study  3:  Study  Design   §  Baseline  survey   §  6-­‐item  validated  F&V  module  from  the  Behavioral  Risk  Factor   Surveillance  System  (BRFSS)     §  Response  op5ons  from  NCI  F&V  screener  were  used  for  self-­‐ administra5on1,2   §  6-­‐item  short  form  Food  Security  Module  validated  by  the  US   Department  of  Agriculture   §  Demographics,  use  of  nutri5on  assistance,  shopping  habits,  etc.   §  6-­‐month  follow  up  survey   §  Same  6-­‐item  food  security  and  F&V  modules   §  Farmers’  market  shopping  habits,  self-­‐reported  changes  in  F&V   intake   1.  Thompson  et  al.,  2000;  2.  Gulliford,  Mahabir,  Rocke,  2004  
  • 27. Study  3:  Analysis   §  Scale  scores  were  calculated  for  the  food  security  and   F&V  modules.   §  Wilcoxon  signed-­‐rank  test  were  used  to  compare   baseline  to  follow  up  for:   §  each  F&V  ques5on   §  the  total  F&V  score   §  total  food  security  score  
  • 28. Study  3:  Results   §  Median  food  security  score  decreased  significantly  (P<0.05)   from  3.0  to  2.0.      
  • 29. Study  3:  Results   •  Consump5on  of  ‘Other  Vegetables’  significantly                                                               increased  (P=0.001).   •  86%  of  par5cipants  reported  an  increase  in  F&V                                             consump5on.     *
  • 30. Future  Research   §  A  completely  randomized  design  should  be  conducted   comparing  matching  incen5ves,  matching  incen5ves  and   nutri5on  educa5on,  and  a  control  group.     §  Study  larger  sample  sizes  that  are  powered  to  determine   effect  changes.   §  Sample  size  of  144  par5cipants  per  group  with  a  power  of   0.8  and  alpha  of  0.05.     §  Compare  subjec5ve  and  objec5ve  data  among   par5cipants  with  access  to  year  around  farmers’  markets  
  • 31. Conclusion   §  Farmers’  market  incen5ves  may:     §  posi5vely  impact  food  security  status  and  F&V  intake   among  low-­‐income  par5cipants.   §  reduce  common  barriers  associated  with  purchasing  F&V   and  shopping  at  farmers’  markets.   §  improve  the  nutri5onal  status  of  federal  nutri5on   assistance  users.    
  • 32. Thank  You   §  Carrie  Durward   §  Ron  Munger   §  Heidi  Wengreen   §  Martha  Archuleta   §  Julie  Gast   §  Heidi  LeBlanc   §  Chuck  Carpenter   §  Melanie  Jewkes   §  Diete5cs  faculty     §  My  husband  Tom  Roskos   §  My  family  and  friends   §  Utahns’  Against  Hunger   §  SNAP-­‐Ed   §  Utah  State  University   §  Utah  State  University  Extension   §  Select  Health   §  USU’s  Applied  Nutri5on   Research  Clinic     A  special  thanks  to  the  following  individuals  who  trained,   assisted,  and  supported  me  during  my  work  towards  a  PhD  
  • 33. References   §  Coleman-­‐Jensen  A,  Gregory  C,  Singh  A.  Household  food  security  in  the  United  States  in  2013.  hjp://www.ers.usda.gov/ media/1565415/err173.pdf   §  Champagne  CM,  Casey  PH,  Connell  CL,  et  al.  Poverty  and  food  intake  in  rural  America:  Diet  quality  is  lower  in  food  insecure   adults  in  the  Mississippi  delta.  J  Am  Diet  Assoc.  2007;107(11):1886-­‐1894.   §  Eikenberry,  N.,  &  Smith,  C.  Healthful  ea5ng:  Percep5ons,  mo5va5ons,  barriers,  and  promoters  in  low-­‐income  Minnesota   communi5es.  J  Am  Diet  Assoc.  2004;  104(7),  1158-­‐1161.  doi:  10.1016/j.jada.20  04.04.023   §  Gulliford  MC,  Mahabir  D,  Rocke  B.  Reliability  and  validity  of  a  short  form  household  food  security  scale  in  a  Caribbean   community.  BMC  Public  Health.  2004;4(9).   §  Miewald  C,  HolbenD,  Hall  P.  Roll  of  a  food  box  program  in  fruit  and  vegetable  consump5on  and  food  security.  Can  J  Diet  Pract   Res.  2012;73:59-­‐65.   §  Thompson  F,  Kipnis  V,  Subar  A,  et  al.  Evalua5on  of  2  brief  instruments  and  a  food-­‐frequency  ques5onnaire  to  es5mate  daily   number  of  servings  of  fruit  and  vegetables.  Am  J  Clin  Nutr.  2000;71:1503-­‐1510.     §  United  States  Department  of  Agriculture.  USDA  awards  $31  million  in  grants  to  help  SNAP  par5cipants  afford  healthy  foods.   2015.  hjp://www.usda.gov/wps/portal/usda/usdahome?conten5donly=true&conten5d=2015/04/0084.xml   §  Wheeler,  A.  &  Chapman-­‐Novakofski,  K..  Farmers'  markets:  Costs  compared  with  supermarkets,  use  among  WIC  clients,  and   rela5onship  to  F&V  intake  and  related  psychosocial  variables.  J  Nutr  Educ  Behav,  2014;    43(3),  S65-­‐S70.  doi:  10.1016/j.jneb. 2013.11.016