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AAMA Operations Research Process:
2008-2012
CORE Group Spring Meeting April 24, 2013
Photo © HKI/ Bartay
INTRODUCTION & RESEARCH DESIGN
HKI’s Enhanced Homestead Food Production Model
• The Action Against Malnutrition Through Agriculture (AAMA)
project strategy combined HKI’s Homestead Food Production
(HFP) strategy for improving year-round access to nutrient
dense plant and animal-source foods with Essential Nutrition
Actions to promote optimal nutrition practices (“EHFP”)
• Targets mothers with children in the 1000 day nutrition
“window of opportunity”
• Operations research conducted under CSHGP grant in Baitadi
hill district of Far Nepal’s Far Western Region
• Community randomized control trial (RCT) to address long-
standing question: can EHFP improve nutritional status?
• Reduce stunting , wasting , underweight and anemia in children
• Reduce underweight and anemia in women
INTRODUCTION
• Cross-sectional Design
– Examined children 12-48 months of age and their mothers in order to capture
exposure during the (-9) to 23 month window
– Baseline August 2009 – Endline August 2012
– Exposure to full treatment ~2.5 years
• Randomization by sub-district (Ilaka)
– 4 pairs matched by SES characteristics & population size
– 1 in each pair randomly assigned to treatment arm; 1 to control
– In treatment area 122 VMFs created reaching 3329 “HFPBs”
• Baseline Survey Sampling: stratified 3-stage PPS
– 1) random selection of 14 out of total 21 VDCs per study arm by PPS; 2) 6 wards
randomly selected per VDC then 3) HH selected from center point of ward with
spin of the pen
– Sample size calculated to detect 10 percentage point difference in stunting rate:
Baseline n=2106 Endline n=2614
Additional sample <6 mos: n=203 baseline; n=230 endline to assess exclusive breastfeeding
RESEARCH DESIGN
Baitadi District
INTERVENTION & CONTROL AREAS
Photo © HKI / Keang Khim
Enhanced Homestead Food Production “Treatment”
PROGRAM THEORY MODEL
• Implemented in 6 out of 9 wards (village) per targeted Village
Development Committee (VDC) with hopes of spill over within VDC
• Each ward developed a village model farm (VMF) that supported
two mothers groups each with ~20 women in 1000 day window
• Offered FCHVs opportunity to be VMF (~30%)
• HFP Cascade Training led by HKI, NGO-NNSWA and Government
partners from district agriculture & livestock offices:
– Master trainers
– VMF
– Mothers’ groups
• ENA Cascade Training by HKI, NNSWA, and district health office:
– Master trainers
– FCHV
– Mothers’ groups
TREATMENT DELIVERY:
Enhanced Homestead Food Production
• Quantitative Survey (350 Qs) Baseline/Endline
– HH SES - HFP practices - Food purchase/consumption - Food security (HFIAS)
– WASH - Health - IYCN - IMCI
– HH participation in community groups - Exposure to Ag training
– ENA knowledge
• Nutrition Measures (children & mothers)
– Height, weight, age (WHO/FANTA Guidance)
– Hemoglobin concentration (Hemocue ®)
• Baseline Qualitative Formative Research
– To inform Nutrition BCC strategy (barriers/facilitators IYCF)
– 10 FGD with 5-8 mothers of children <24 mos, ages 18-44 yrs: 62 Qs
– 5 IDIs with grandmothers; 5 IDIs with fathers: 48Qs
DATA COLLECTION
• Ethics Review Board: Nepal Health Research Council
– Submitted Feb 2009
– Approved June 2009
• Process Evaluation in Treatment Zones
– 4 Rounds by LQAS (Aug 2010; April 2011; Aug 2011; Mar 2012)
– Questionnaire and observations
– Examined HFP practices, ENA knowledge and practice; Hygiene
• Midterm Evaluation Sept 2010
• Final Evaluation Sept 2012
DATA COLLECTION
• Based on intent to treat (all HH in treatment zone considered part
of study population)
• Difference in Differences analysis (interaction TRT * Time)
• Present unadjusted analyses of outputs & outcomes along
pathways and adjusted analysis for nutritional impact in treatment
compared to control HH.
• Adjusted analysis controlled for differences at baseline that were
independent of the impact pathway
• Presentation highlights selected significant DID and descriptive
analyses
ANALYSIS
Photo © HKI / George Pigdor
RESEARCH FINDINGS
• Significant differences detected in each stage of the
program impact pathways (unadjusted analysis)
• Significant reduction in maternal underweight and
anemia (adjusted analysis)
• No significant reduction in stunting, wasting or
underweight
• Borderline significant reduction in child anemia
OVERVIEW OF FINDINGS
Quality of HFP Significantly Better in TRT
ODDS RATIO:
– Improved/”developed” HFP almost 40-fold higher
– Variety of vegetables almost 60% higher
– Quantity (kg) of vegetables over past 2 mos. about 80%
greater
DIMENSIONS OF CHANGE:
– Treatment HH with improved/developed HFP increased from
1.3% to 60%
– Median number of vegetables produced increased from 4 to 8
– Vegetable production over past 2 month period increased
from 10 to 30 kg.
FOOD PRODUCTION PATHWAY
Significantly Better Perceptions of Food Security in TRT
as assessed by HFIAS (v. 3)
ODDS RATIO:
– Treatment group reported higher likelihood of feeling food
secure and lower likelihood of insecurity
DIMENSIONS OF CHANGE:
– Reports of food security increased from 20% to 46%
– Reports of severe food insecurity decreased from 49% to 13%
FOOD PRODUCTION PATHWAY
Reported HH income significantly higher in TRT
ODDS RATIO:
– Lower likelihood of reporting no monthly income and higher
likelihood of reporting income > 4000 Rs.
– Odds of practicing HFP higher in treatment group; owning
poultry more than double; owning fruit trees about 28%
higher
DIMENSIONS OF CHANGE
– Poultry ownership increased from 12% to 30%
– Any HFP increased from 49 % to 98% (but also increased in
control group from 50% to 80%)
ASSETS PATHWAY
Significantly Higher Levels of Nutrition Knowledge
ODDS RATIO:
– Significantly higher knowledge along a range of questions
– Especially striking: treatment HH 9 times more likely to report eggs
are good for children and 13 times more likely to report good for
women
– Women six-fold more likely to know women should eat more during
pregnancy
DIMENSIONS: OF CHANGE:
– Proportion of treatment mothers citing eggs as nutritious for children
increased from 29% to 80%
– Proportion citing as nutritious for pregnant women from 32% to 85%
– Women knowing to eat more during pregnancy increased from 62%
to 93%
NUTRITION KNOWLEDGE PATHWAY
Complementary Feeding Significantly Better
(no change in Breastfeeding)
ODDS RATIO:
– Odds of child receiving Minimum Acceptable Diet and Minimum
Dietary Diversity both five times greater in treatment
– Odds of child receiving eggs, MN-rich plant source foods and legumes
also significantly higher, although consumption of eggs & other ASF
remained low.
– Odds of pregnant woman eating more four times greater
DIMENSIONS OF CHANGE:
– Minimum Acceptable Diet increased in treatment group
from 35% to 79%
– Pregnant women’s reports of eating more increased from 15% to 40%
ENA PRACTICES PATHWAY
Women’s health seeking significantly better
(improvements in child health care both arms)
ODDS RATIOS:
– Maternal care (+4 ANC, skilled delivery) significantly higher in
treatment
– Treatment almost 3 times higher odds of consuming IFA
– 4 times higher odds of receiving deworming treatment
– 3 times greater odds of receiving PP VAS
DIMENSIONS OF CHANGE:
– Consumption of IFA in most recent pregnancy increased from 72%
to 92%
– Deworming treatment increased from 45% to 89%
– PP VAS increased from 36% to 80%
HEALTH PRACTICES PATHWAY
• IMPACT: Child Nutritional Status
• IMPACT: Maternal Nutritional Status
#p=0.051
*p<0.05
FINDINGS OF IMPACT
Adjusted logistic regressions for assessing the effect of EHFP on child nutritional status
Binary outcome variable
Stunting Wasting Underweight Child anemia
TRT X TIME 0.93 (0.73 – 1.18) 0.99 (0.68 – 1.45) 1.13 (0.89 – 1.43) 0.77 (0.60 – 1.00)#
Adjusted logistic regressions assessing effect on women’s nutrition
Binary outcome variable
Maternal underweight Maternal anemia
Treatment X time 0.63 (0.47 – 0.84)*
0.59 (0.45 – 0.76)*
Photo © HKI/ Bartay
DISCUSSION & CONCLUSION
• Lengthy project start up process and short project length limited
exposure window
• Results consistent with RCT literature on difficulty demonstrating
impact on child growth in settings with extremely high prevalence
of stunting (Baitadi ~60%) even with food supplements and ASF
• Alternative determinants of child growth not addressed:
hygiene, environmental enteropathy, high morbidity, geography
• Poultry production challenges
• Women’s benefits to be explored further. More sensitive to dietary
improvements? Empowerment in decision-making? Benefits for
future pregnancies?
DISCUSSION & CONCLUSIONS
• Model being scaled up under Suahaara Project (25 of 75 districts
nationwide)
• Strengthened HFP model and poultry husbandry with focus on
excluded groups
• Increased emphasis on hygiene, sanitation and “toddler
protection”
• Strong promise of sustainability due to partnership with
government and strong governance strategy
• Research will continue on nutrition impact of EHFP
FUTURE DIRECTIONS
THANK YOU.
“Although the world is full of suffering, it is also full of the overcoming of it.”
-Helen Keller

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AAMA Operations Research Process: 2008-2012_Jennifer Nielsen_4.25.13

  • 1. AAMA Operations Research Process: 2008-2012 CORE Group Spring Meeting April 24, 2013
  • 2. Photo © HKI/ Bartay INTRODUCTION & RESEARCH DESIGN HKI’s Enhanced Homestead Food Production Model
  • 3. • The Action Against Malnutrition Through Agriculture (AAMA) project strategy combined HKI’s Homestead Food Production (HFP) strategy for improving year-round access to nutrient dense plant and animal-source foods with Essential Nutrition Actions to promote optimal nutrition practices (“EHFP”) • Targets mothers with children in the 1000 day nutrition “window of opportunity” • Operations research conducted under CSHGP grant in Baitadi hill district of Far Nepal’s Far Western Region • Community randomized control trial (RCT) to address long- standing question: can EHFP improve nutritional status? • Reduce stunting , wasting , underweight and anemia in children • Reduce underweight and anemia in women INTRODUCTION
  • 4. • Cross-sectional Design – Examined children 12-48 months of age and their mothers in order to capture exposure during the (-9) to 23 month window – Baseline August 2009 – Endline August 2012 – Exposure to full treatment ~2.5 years • Randomization by sub-district (Ilaka) – 4 pairs matched by SES characteristics & population size – 1 in each pair randomly assigned to treatment arm; 1 to control – In treatment area 122 VMFs created reaching 3329 “HFPBs” • Baseline Survey Sampling: stratified 3-stage PPS – 1) random selection of 14 out of total 21 VDCs per study arm by PPS; 2) 6 wards randomly selected per VDC then 3) HH selected from center point of ward with spin of the pen – Sample size calculated to detect 10 percentage point difference in stunting rate: Baseline n=2106 Endline n=2614 Additional sample <6 mos: n=203 baseline; n=230 endline to assess exclusive breastfeeding RESEARCH DESIGN
  • 6. Photo © HKI / Keang Khim Enhanced Homestead Food Production “Treatment”
  • 8. • Implemented in 6 out of 9 wards (village) per targeted Village Development Committee (VDC) with hopes of spill over within VDC • Each ward developed a village model farm (VMF) that supported two mothers groups each with ~20 women in 1000 day window • Offered FCHVs opportunity to be VMF (~30%) • HFP Cascade Training led by HKI, NGO-NNSWA and Government partners from district agriculture & livestock offices: – Master trainers – VMF – Mothers’ groups • ENA Cascade Training by HKI, NNSWA, and district health office: – Master trainers – FCHV – Mothers’ groups TREATMENT DELIVERY: Enhanced Homestead Food Production
  • 9. • Quantitative Survey (350 Qs) Baseline/Endline – HH SES - HFP practices - Food purchase/consumption - Food security (HFIAS) – WASH - Health - IYCN - IMCI – HH participation in community groups - Exposure to Ag training – ENA knowledge • Nutrition Measures (children & mothers) – Height, weight, age (WHO/FANTA Guidance) – Hemoglobin concentration (Hemocue ®) • Baseline Qualitative Formative Research – To inform Nutrition BCC strategy (barriers/facilitators IYCF) – 10 FGD with 5-8 mothers of children <24 mos, ages 18-44 yrs: 62 Qs – 5 IDIs with grandmothers; 5 IDIs with fathers: 48Qs DATA COLLECTION
  • 10. • Ethics Review Board: Nepal Health Research Council – Submitted Feb 2009 – Approved June 2009 • Process Evaluation in Treatment Zones – 4 Rounds by LQAS (Aug 2010; April 2011; Aug 2011; Mar 2012) – Questionnaire and observations – Examined HFP practices, ENA knowledge and practice; Hygiene • Midterm Evaluation Sept 2010 • Final Evaluation Sept 2012 DATA COLLECTION
  • 11. • Based on intent to treat (all HH in treatment zone considered part of study population) • Difference in Differences analysis (interaction TRT * Time) • Present unadjusted analyses of outputs & outcomes along pathways and adjusted analysis for nutritional impact in treatment compared to control HH. • Adjusted analysis controlled for differences at baseline that were independent of the impact pathway • Presentation highlights selected significant DID and descriptive analyses ANALYSIS
  • 12. Photo © HKI / George Pigdor RESEARCH FINDINGS
  • 13. • Significant differences detected in each stage of the program impact pathways (unadjusted analysis) • Significant reduction in maternal underweight and anemia (adjusted analysis) • No significant reduction in stunting, wasting or underweight • Borderline significant reduction in child anemia OVERVIEW OF FINDINGS
  • 14. Quality of HFP Significantly Better in TRT ODDS RATIO: – Improved/”developed” HFP almost 40-fold higher – Variety of vegetables almost 60% higher – Quantity (kg) of vegetables over past 2 mos. about 80% greater DIMENSIONS OF CHANGE: – Treatment HH with improved/developed HFP increased from 1.3% to 60% – Median number of vegetables produced increased from 4 to 8 – Vegetable production over past 2 month period increased from 10 to 30 kg. FOOD PRODUCTION PATHWAY
  • 15. Significantly Better Perceptions of Food Security in TRT as assessed by HFIAS (v. 3) ODDS RATIO: – Treatment group reported higher likelihood of feeling food secure and lower likelihood of insecurity DIMENSIONS OF CHANGE: – Reports of food security increased from 20% to 46% – Reports of severe food insecurity decreased from 49% to 13% FOOD PRODUCTION PATHWAY
  • 16. Reported HH income significantly higher in TRT ODDS RATIO: – Lower likelihood of reporting no monthly income and higher likelihood of reporting income > 4000 Rs. – Odds of practicing HFP higher in treatment group; owning poultry more than double; owning fruit trees about 28% higher DIMENSIONS OF CHANGE – Poultry ownership increased from 12% to 30% – Any HFP increased from 49 % to 98% (but also increased in control group from 50% to 80%) ASSETS PATHWAY
  • 17. Significantly Higher Levels of Nutrition Knowledge ODDS RATIO: – Significantly higher knowledge along a range of questions – Especially striking: treatment HH 9 times more likely to report eggs are good for children and 13 times more likely to report good for women – Women six-fold more likely to know women should eat more during pregnancy DIMENSIONS: OF CHANGE: – Proportion of treatment mothers citing eggs as nutritious for children increased from 29% to 80% – Proportion citing as nutritious for pregnant women from 32% to 85% – Women knowing to eat more during pregnancy increased from 62% to 93% NUTRITION KNOWLEDGE PATHWAY
  • 18. Complementary Feeding Significantly Better (no change in Breastfeeding) ODDS RATIO: – Odds of child receiving Minimum Acceptable Diet and Minimum Dietary Diversity both five times greater in treatment – Odds of child receiving eggs, MN-rich plant source foods and legumes also significantly higher, although consumption of eggs & other ASF remained low. – Odds of pregnant woman eating more four times greater DIMENSIONS OF CHANGE: – Minimum Acceptable Diet increased in treatment group from 35% to 79% – Pregnant women’s reports of eating more increased from 15% to 40% ENA PRACTICES PATHWAY
  • 19. Women’s health seeking significantly better (improvements in child health care both arms) ODDS RATIOS: – Maternal care (+4 ANC, skilled delivery) significantly higher in treatment – Treatment almost 3 times higher odds of consuming IFA – 4 times higher odds of receiving deworming treatment – 3 times greater odds of receiving PP VAS DIMENSIONS OF CHANGE: – Consumption of IFA in most recent pregnancy increased from 72% to 92% – Deworming treatment increased from 45% to 89% – PP VAS increased from 36% to 80% HEALTH PRACTICES PATHWAY
  • 20. • IMPACT: Child Nutritional Status • IMPACT: Maternal Nutritional Status #p=0.051 *p<0.05 FINDINGS OF IMPACT Adjusted logistic regressions for assessing the effect of EHFP on child nutritional status Binary outcome variable Stunting Wasting Underweight Child anemia TRT X TIME 0.93 (0.73 – 1.18) 0.99 (0.68 – 1.45) 1.13 (0.89 – 1.43) 0.77 (0.60 – 1.00)# Adjusted logistic regressions assessing effect on women’s nutrition Binary outcome variable Maternal underweight Maternal anemia Treatment X time 0.63 (0.47 – 0.84)* 0.59 (0.45 – 0.76)*
  • 21. Photo © HKI/ Bartay DISCUSSION & CONCLUSION
  • 22. • Lengthy project start up process and short project length limited exposure window • Results consistent with RCT literature on difficulty demonstrating impact on child growth in settings with extremely high prevalence of stunting (Baitadi ~60%) even with food supplements and ASF • Alternative determinants of child growth not addressed: hygiene, environmental enteropathy, high morbidity, geography • Poultry production challenges • Women’s benefits to be explored further. More sensitive to dietary improvements? Empowerment in decision-making? Benefits for future pregnancies? DISCUSSION & CONCLUSIONS
  • 23. • Model being scaled up under Suahaara Project (25 of 75 districts nationwide) • Strengthened HFP model and poultry husbandry with focus on excluded groups • Increased emphasis on hygiene, sanitation and “toddler protection” • Strong promise of sustainability due to partnership with government and strong governance strategy • Research will continue on nutrition impact of EHFP FUTURE DIRECTIONS
  • 24. THANK YOU. “Although the world is full of suffering, it is also full of the overcoming of it.” -Helen Keller

Notas del editor

  1. Baseline sample(n=1055 trt; n=1051 ctl) Endline sample (n=1307 trt; n=1307 ctl)
  2. Variables in adjusted models included: number of children in household; sex of household head; caste (lower or upper); respondent working outside the home (yes/no); respondent pregnant; mother’s education (none vs. any formal); and mother primary caretaker (yes/no). Biological factors, including child’s sex and age and mother’s age, were also controlledUpper caste included: Brahmin, Chetri, Giri, or Thakuri; lower caste included: Dalit, disadvantaged Janajatis, relatively advantaged Janajatis, disadvantaged non-Dalit Terai caste, and religious minorities.
  3. Odds of cultivating an improved (diversified) or developed (diversified &amp; year round) garden significantly higher in treatment : OR 37.8 (8.38 – 170.2)*Variety of vegetables grown about 60% higher : 0.59 (0.52 – 0.65)* and increased from median of 4 to 8 (±4)Quantity (kg; past 2 mos) of vegetable production about 80% higher : 0.81 (0.68 – 0.93)* and increased from 10 to 30 (±30) kg.Number of eggs was about 40% greater in treatment: 0.39 (0.10 – 0.68)* and increased from 8 to 30 (±45)
  4. Household Food Insecurity Access Scale (HFIAS) v3 2007Treatment group had higher likelihood of feeling food secure [OR 1.77 (1.31 – 2.37)]* Treatment group also had lower likelihood of feeling severe food insecurity [OR 0.43 (0.33 – 0.56)]*
  5. Treatment HH 42% less likely to have no monthly income [OR 0.58 (0.45 – 0.73)*] and 39% more likely to have income &gt; 4000 Rs. [1.39 (1.07 – 1.82)*]Significantly higher odds of being engaged in HFP [OR 13.13 (8.64 – 19.9)*], owning poultry [OR 2.64 (1.93 – 3.62)*], and owning fruit trees [OR 1.28 (0.79 – 2.08)*]Significantly higher odds of being engaged in HFP [OR 13.13 (8.64 – 19.9)*], owning poultry [OR 2.64 (1.93 – 3.62)*], and owning fruit trees [OR 1.28 (0.79 – 2.08)*]
  6. eggs good for young children [OR 9.48 (7.32 – 12.27)]* and for women [OR 13.22 (10.18 – 17.15)]*women should eat more during pregnancy [OR 6.30 (4.67 – 8.49)]*
  7. treatment significantly higher IYC dietary diversity [OR 5.33 (3.50 – 8.11)]*And minimum acceptable diet [OR 5.36 (3.53 – 8.14)]*Pregnant women in treatment group more likely to report eating more [OR 4.45 (1.56 – 12.63)]*
  8. consuming IFA [OR 2.70 (1.95 – 3.73)]*PPVAS [OR 3.06 (2.38 – 3.92)]*
  9. Covariates in the regression models included: number of children in household; sex of household head; caste (lower or upper); respondent working outside the home (yes/no); respondent pregnant; mother’s education (none vs. any formal); and mother primary caretaker (yes/no). Biological factors, including child’s sex and age and mother’s age, were also controlled for as the literature shows these can confound outcomes.Upper caste included: Brahmin, Chetri, Giri, or Thakuri; lower caste included: Dalit, disadvantaged Janajatis, relatively advantaged Janajatis, disadvantaged non-Dalit Terai caste, and religious minorities.