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Addressing women and children’s
nutrition – measures of food intake
and nutritional status
Gina Kennedy and Jody Harris
Bioversity International and IFPRI
6 December, 2013
National
economic
growth

National
nutrition
profile
Environmental
contaminants
or vectors

Food market environment

Agricultural Production

Household assets and livelihoods

Food
production &
gathering

Health
environment
Individual diet

Food prices
and
availability

Natural resources
Production
diversity

diversity
Target nutrient
consumption

Processing
& storage

Target food
consumption

Food Household
Food access
expenditure security
food
Agricultural Consumption
income / Expenditure
Health care
Non-food
expenditure
Women’s
Women’s Empowerment
empowerment in Ag Index

Household

Enabling
environment

Caring capacity
& practices

Diet

Health status
Infant and
young child
feeding

Time use

Female energy
expenditure

Nutrition and health knowledge

Child
nutrition
outcomes
Anthropometry /
biomarkers
Mother’s
nutrition
outcomes
Energy
expenditure

Individual
Knowledge /
attitudes
Commonly used individual indicators
Indicator

Relationship to Food Security

Examples of Commonly used
indicators

Individual Dietary Diversity and
Frequency

Ability of the diet of the diet to meet energy
and micronutrient needs

Individual Dietary Diversity Score (IDDS)
Minimum Dietary Diversity (MDD)
% Consuming target foods
% Meeting Requirements for Nutrients

Knowledge and attitudes

Provides important information on barriers
or optimizers related to dietary practices

Knowledge on nutritious foods
Attitudes toward good/bad foods for
children

Anthropometry

Outcome indicators of multiple factors

Stunting, Underweight Wasting
Body Mass Index

Desirable “ Do No Harm” Indicators

Provides important desirable information
often related to “ do no harm”

Breastfeeding
Minimum meal Frequency
Women’s energy expenditure
Individual dietary intakes
• FOOD and DIET are THE KEY areas for agnutrition pathway
• Womens’ dietary diversity
• Infant and young child dietary diversity
(Minimum Dietary Diversity)
• 24 hour recall/Food frequency
Rationale for development of individual dietary diversity

Quantitative dietary assessment cumbersome and
difficult
 need for a simple proxy of intake

Objective of dietary diversity
provide tools to produce relevant and dietary intake
information related to diet particularly at
decentralized level
the collection of information on diet is meant to
complement other indicators related to food security,
health and nutritional status; thereby forming a suite
of relevant indicators
INDIVIDUAL DIETARY DIVERSITY
SCORES
• Sum of food groups consumed over
the past 24 hours
–Women’s Dietary Diversity Score
–Minimum Dietary Diversity of children
6-23 months of age
Dietary Diversity Scores: Snapshot of Increasing Diversification

1 2 3 4 5
Method of data collection –
Women’s dietary diversity

• Use open recall questionnaire form
• When open recall is finished go through food
group list and mark “1” next to food groups
consumed
• For any blank food group ask respondent if any
food from this group was consumed the previous
day. Mark “1” for yes and “0” for no
• Use tabulation sheet or computer program for
WDD 9* food groups
Dietary Diversity (open)
“Please describe the foods (meals and snacks)
that you ate yesterday during the day and
night, whether at home or outside the home.
Start with the first food eaten in the morning.

After the respondent tells you about the first thing they had to
eat of drink, ask about what they ate or drank next. Write
down all food and drinks mentioned by the respondent. When
the respondent has finished, probe for meals and snacks not
mentioned. If they had tea or coffee ask if there was milk or
sugar added. Ask the respondent to mention the ingredients of
any mixed dishes.
Food Group
1

Starchy Staples

2

Dark green leafy vegetables

3

Other vitamin A rich vegetables and
fruits

4

Other fruits and vegetables

5

Organ meat

6

Eggs

7

Meat and Fish and other seafood

8

Legumes, nuts and seeds

9

DDS record “1” yes
“0” no

Milk and milk products
Sum above for WDDS

Oils and fats
Sweets, candy , sugar
Spices, condiments
Alcoholic beverages
Calculation of WDDS
• Sum the total number of food groups out of nine
consumed during the 24 hour recall period
• Score range 0-9
• Calculate average WDDS
• Analyze frequency of food group consumption

• CAN MODIFY TOOL FOR TARGET FOODS
Guidelines Available
• English
• French
• Spanish

http://www.fao.org/docrep/014/i1
983e/i1983e00.pdf
Minimum Dietary Diversity (MDD)
• The indicator is meant to reflect the quality of
the complementary food diet of infants and
young children 6-23 months of age
Data collection for MDD
• A standardized questionnaire can be
downloaded from WHO (IYCF) indicators

• Data collected on children 6-23 months of age
• Could be disaggregated by boys/girls
• Breastfeeding status and child age also need to
be collected for correct calculation of the
indicator
Calculating MDD
Strengths of DD measures
• Simple to administer
• Quick to analyze
• Have undergone robust validation as
proxy indicators for micronutrient
adequacy of the diet
DD measures recently recommended
Masset, Haddad Cornelius & Isaza-Castro, 2012

Review of effectiveness of agriculture interventions that
aim to improve nutritional status of children
“Indices of diversity of the diet should be used to assess
the effect on production and dietary composition”
Headey and Ecker, 2012

“dietary diversity indicators have substantial scope to add
more value to food security measurement, especially if
they can be refined and improved, rendered more
comparable across populations and measured more
frequently over time”
Dietary diversity tools are useful in programmes and
initiatives where a primary or secondary objective is to
improve the diet of the beneficiary population
• Agriculture, Fishery, Forestry programmes
▫ Crop diversification/integration
▫ Promotion of indigenous plant and animal foods

• Cross-cutting issues
• Food security and nutrition programmes
▫
▫
▫
▫

Sustainable livelihood support and diversification
Programmes in HIV affected areas
Food-based nutrition programmes
Nutrition education

The cost will be marginal !

▫ Gender
▫ HIV/AIDS
▫ Right to Food
Quantitative food intake
(target nutrient consumption and
women’s energy intakes)
• Quantitative 24 hour recalls can be used to
assess intakes of energy, protein, fat and
micronutrients
▫ Requires high level skills in training, supervision
of data collection and analysis
▫ Special equipment (weighing scales, recipes, food
composition tables)
Additional Infant and young child
indicators
• These and fall under “ Do no harm” principle
• Minimum meal frequency
• Breastfeeding

• SEE WHO GUIDELINES
Additional indicators for IYCF
Anthropometry in children and adults
Children
• STUNTING: height-for-age < -2 standard deviations of the WHO Child
Growth Standards Median (chronic malnutrition)
• WASTHING: weight-for-height < -2 standard deviations of the WHO
Child Growth Standards Median (acute malnutrition)
• UNDERWEIGHT: weight-for-age < -2 standard deviations of the WHO
Child Growth Standards Median (global malnutrition)
Adults

Body Mass Index (BMI)
• Requires specialized training of enumerators
• Special equipment, height board/ weighing scales
Anthropometric data can be obtained from:
- WHO GLOBAL DATABASE
- http://www.who.int/nutgrowthdb/en/
- National nutrition surveys

- Nutritional monitoring/surveillance
- (e.g. IFAD, WFP monitoring systems)

- Demographpic and Health and (DHS) and Multiple
Indicator Cluster (MICS) surveys
Biochemical indicators
• To assess if the program actually changed
micronutrient status of the population a
biochemical marker such as serum retinol or
hemoglobin can be used
▫ REQUIRES BLOOD SAMPLE AND ADDITIONAL
LEVELS OF ETHICAL CLEARANCE
EXAMPLES OF KAP INDICATORS

Short to medium term indicators
Knowledge
Attitudes
Practices

Percent of mothers who can
identify three local foods
rich in vitamin A

Example

Percent of mothers who
think eggs are a good
source of food for children
Example
Percent of children 6-23
Example
months fed an iron-rich
food source the previous
day
Food Insecurity Scales and Seasonality
• Household Food Insecurity Access Scale
(HFIAS)
• Household Hunger Scale (HHS)
• Coping Strategies Index (CSI) and Reduced CSI
• Others (ECLSA and FIES)
• Months of Inadequate HH food provisioning
Additional indicators of interest
• Child morbidity (see DHS for example
questions)
• Water and sanitation sources
• Socio-economic indicators
▫ Some form of wealth index

• Level of education (men and women)
• Literacy (men and women)
Aquaculture - Nutrition Linkages
Bangladesh: Case Study

Shakuntala Haraksingh Thilsted
Senior Nutrition Scientist
Bangladesh has made great strides in
aquaculture in the past 25 years
Focus on:

•
•
•
•

Production and productivity
Large fish
Men in aquaculture
Household income
Nutrition sensitive household pond aquaculture
Production Technology:
• Polyculture of Carps (large fish)
and Nutrient-rich Small Fish,
carried out by both men and
women
Focus on:
• Partial Frequent Harvesting of
Small Amounts of Small Fish
• Household Consumption,
especially in Women and Young
Children
• Sale of Carps for Household
Income
• Additional Diversification
strategies
Small Fish
Irreplaceable Animal-source
Food
Rich Source of Multiple Nutrients
Animal Protein
Essential Fats
Essential Micronutrients:
Minerals and Vitamins
Common Food eaten with Rice
Adds Flavour and Taste to the Meal
Improves Diet Diversity
Enhances Mineral Bioavailability from
Foods in the Meal
Cooked with Vegetables, Oil and Spices,
further Improving Diet Diversity, Adding
Nutrients and Growth-promoting
Substances
Processed (dried), Stored - Prolonging
Duration of Consumption, Reaching
Non-fish Producing Areas
Promotion of Orange Fleshed Sweet Potato
(OFSP)
• Suitable for small areas homestead gardens and dykes
• Requires minimal labour,
fertilizer and pesticides; grows
well in marginal soils
• Leaves and roots are
consumed
• Valuable in times of food
scarcity and natural disasters
• Vines are easily preserved by
households for planting in
subsequent season
M/E Indicators

• Increased production
• Increase Consumption of Target Food (Small fish) – Quantity, Frequency
and by Target Groups (Women and young children)
• Men and women in decision-making and work load sharing in production
• Women’s work load
• Intra-household food allocation
• Men’s purchase of foods (Knowledge and Practices)
Zero Sum Game? Gender and Work Load

Is it embarrassing for a man to help with
household work?
100%
90%
80%

70%
60%

Strongly Disagree

50%

Disagree

40%

Agree
Strongly Agree

30%
20%
10%
0%
Husband

Wife

Mother-in-law

Helen Keller International (HKI) 2012
HH Food
security

CRP / Indicator

1.1 Dryland Systems
*
*
*
*

1.2 Humidtropics
*
*
*
*

3.4 RTB

3.7 L&F

4 A4NH 

*

1.3 AAS
*

3.2 Maize

3.5 Grain Legumes
*

3.6 Dryland Cereals
*

*

*

*

*

*

Other

‘Do no harm’

Anthropometry /
biomarkers

Target nutrient
consumption

IDDS

Target food
consumption

Knowledge /
attitudes

Women’s
empowerment

Production
diversity

37

*

*

3.3 GRiSP

*
38

How to choose indicators…?
• Which pathway(s) is your program trying to address?
• Which of the boxes along that pathway (or any

intermediate steps not adequately captured there) can
you feasibly measure?(As many as possible!)
• What (preferably validated) tools and metrics exist to

measure each of these?
• In what way will each of these need to be adapted to your

particular context (without losing the validity of the tool)?
• How does the totality of your indicators build a picture of

how your agriculture program is affecting food and
diets/nutrition?

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Day 1 Session 5 Harris and Kennedy_ Indicators

  • 1. Addressing women and children’s nutrition – measures of food intake and nutritional status Gina Kennedy and Jody Harris Bioversity International and IFPRI 6 December, 2013
  • 2. National economic growth National nutrition profile Environmental contaminants or vectors Food market environment Agricultural Production Household assets and livelihoods Food production & gathering Health environment Individual diet Food prices and availability Natural resources Production diversity diversity Target nutrient consumption Processing & storage Target food consumption Food Household Food access expenditure security food Agricultural Consumption income / Expenditure Health care Non-food expenditure Women’s Women’s Empowerment empowerment in Ag Index Household Enabling environment Caring capacity & practices Diet Health status Infant and young child feeding Time use Female energy expenditure Nutrition and health knowledge Child nutrition outcomes Anthropometry / biomarkers Mother’s nutrition outcomes Energy expenditure Individual Knowledge / attitudes
  • 3. Commonly used individual indicators Indicator Relationship to Food Security Examples of Commonly used indicators Individual Dietary Diversity and Frequency Ability of the diet of the diet to meet energy and micronutrient needs Individual Dietary Diversity Score (IDDS) Minimum Dietary Diversity (MDD) % Consuming target foods % Meeting Requirements for Nutrients Knowledge and attitudes Provides important information on barriers or optimizers related to dietary practices Knowledge on nutritious foods Attitudes toward good/bad foods for children Anthropometry Outcome indicators of multiple factors Stunting, Underweight Wasting Body Mass Index Desirable “ Do No Harm” Indicators Provides important desirable information often related to “ do no harm” Breastfeeding Minimum meal Frequency Women’s energy expenditure
  • 4. Individual dietary intakes • FOOD and DIET are THE KEY areas for agnutrition pathway • Womens’ dietary diversity • Infant and young child dietary diversity (Minimum Dietary Diversity) • 24 hour recall/Food frequency
  • 5. Rationale for development of individual dietary diversity Quantitative dietary assessment cumbersome and difficult  need for a simple proxy of intake Objective of dietary diversity provide tools to produce relevant and dietary intake information related to diet particularly at decentralized level the collection of information on diet is meant to complement other indicators related to food security, health and nutritional status; thereby forming a suite of relevant indicators
  • 6. INDIVIDUAL DIETARY DIVERSITY SCORES • Sum of food groups consumed over the past 24 hours –Women’s Dietary Diversity Score –Minimum Dietary Diversity of children 6-23 months of age
  • 7. Dietary Diversity Scores: Snapshot of Increasing Diversification 1 2 3 4 5
  • 8. Method of data collection – Women’s dietary diversity • Use open recall questionnaire form • When open recall is finished go through food group list and mark “1” next to food groups consumed • For any blank food group ask respondent if any food from this group was consumed the previous day. Mark “1” for yes and “0” for no • Use tabulation sheet or computer program for WDD 9* food groups
  • 9. Dietary Diversity (open) “Please describe the foods (meals and snacks) that you ate yesterday during the day and night, whether at home or outside the home. Start with the first food eaten in the morning. After the respondent tells you about the first thing they had to eat of drink, ask about what they ate or drank next. Write down all food and drinks mentioned by the respondent. When the respondent has finished, probe for meals and snacks not mentioned. If they had tea or coffee ask if there was milk or sugar added. Ask the respondent to mention the ingredients of any mixed dishes.
  • 10.
  • 11. Food Group 1 Starchy Staples 2 Dark green leafy vegetables 3 Other vitamin A rich vegetables and fruits 4 Other fruits and vegetables 5 Organ meat 6 Eggs 7 Meat and Fish and other seafood 8 Legumes, nuts and seeds 9 DDS record “1” yes “0” no Milk and milk products Sum above for WDDS Oils and fats Sweets, candy , sugar Spices, condiments Alcoholic beverages
  • 12. Calculation of WDDS • Sum the total number of food groups out of nine consumed during the 24 hour recall period • Score range 0-9 • Calculate average WDDS • Analyze frequency of food group consumption • CAN MODIFY TOOL FOR TARGET FOODS
  • 13. Guidelines Available • English • French • Spanish http://www.fao.org/docrep/014/i1 983e/i1983e00.pdf
  • 14. Minimum Dietary Diversity (MDD) • The indicator is meant to reflect the quality of the complementary food diet of infants and young children 6-23 months of age
  • 15. Data collection for MDD • A standardized questionnaire can be downloaded from WHO (IYCF) indicators • Data collected on children 6-23 months of age • Could be disaggregated by boys/girls • Breastfeeding status and child age also need to be collected for correct calculation of the indicator
  • 17. Strengths of DD measures • Simple to administer • Quick to analyze • Have undergone robust validation as proxy indicators for micronutrient adequacy of the diet
  • 18. DD measures recently recommended Masset, Haddad Cornelius & Isaza-Castro, 2012 Review of effectiveness of agriculture interventions that aim to improve nutritional status of children “Indices of diversity of the diet should be used to assess the effect on production and dietary composition” Headey and Ecker, 2012 “dietary diversity indicators have substantial scope to add more value to food security measurement, especially if they can be refined and improved, rendered more comparable across populations and measured more frequently over time”
  • 19. Dietary diversity tools are useful in programmes and initiatives where a primary or secondary objective is to improve the diet of the beneficiary population • Agriculture, Fishery, Forestry programmes ▫ Crop diversification/integration ▫ Promotion of indigenous plant and animal foods • Cross-cutting issues • Food security and nutrition programmes ▫ ▫ ▫ ▫ Sustainable livelihood support and diversification Programmes in HIV affected areas Food-based nutrition programmes Nutrition education The cost will be marginal ! ▫ Gender ▫ HIV/AIDS ▫ Right to Food
  • 20. Quantitative food intake (target nutrient consumption and women’s energy intakes) • Quantitative 24 hour recalls can be used to assess intakes of energy, protein, fat and micronutrients ▫ Requires high level skills in training, supervision of data collection and analysis ▫ Special equipment (weighing scales, recipes, food composition tables)
  • 21. Additional Infant and young child indicators • These and fall under “ Do no harm” principle • Minimum meal frequency • Breastfeeding • SEE WHO GUIDELINES
  • 23. Anthropometry in children and adults Children • STUNTING: height-for-age < -2 standard deviations of the WHO Child Growth Standards Median (chronic malnutrition) • WASTHING: weight-for-height < -2 standard deviations of the WHO Child Growth Standards Median (acute malnutrition) • UNDERWEIGHT: weight-for-age < -2 standard deviations of the WHO Child Growth Standards Median (global malnutrition) Adults Body Mass Index (BMI) • Requires specialized training of enumerators • Special equipment, height board/ weighing scales
  • 24.
  • 25. Anthropometric data can be obtained from: - WHO GLOBAL DATABASE - http://www.who.int/nutgrowthdb/en/ - National nutrition surveys - Nutritional monitoring/surveillance - (e.g. IFAD, WFP monitoring systems) - Demographpic and Health and (DHS) and Multiple Indicator Cluster (MICS) surveys
  • 26. Biochemical indicators • To assess if the program actually changed micronutrient status of the population a biochemical marker such as serum retinol or hemoglobin can be used ▫ REQUIRES BLOOD SAMPLE AND ADDITIONAL LEVELS OF ETHICAL CLEARANCE
  • 27. EXAMPLES OF KAP INDICATORS Short to medium term indicators Knowledge Attitudes Practices Percent of mothers who can identify three local foods rich in vitamin A Example Percent of mothers who think eggs are a good source of food for children Example Percent of children 6-23 Example months fed an iron-rich food source the previous day
  • 28. Food Insecurity Scales and Seasonality • Household Food Insecurity Access Scale (HFIAS) • Household Hunger Scale (HHS) • Coping Strategies Index (CSI) and Reduced CSI • Others (ECLSA and FIES) • Months of Inadequate HH food provisioning
  • 29. Additional indicators of interest • Child morbidity (see DHS for example questions) • Water and sanitation sources • Socio-economic indicators ▫ Some form of wealth index • Level of education (men and women) • Literacy (men and women)
  • 30. Aquaculture - Nutrition Linkages Bangladesh: Case Study Shakuntala Haraksingh Thilsted Senior Nutrition Scientist
  • 31. Bangladesh has made great strides in aquaculture in the past 25 years Focus on: • • • • Production and productivity Large fish Men in aquaculture Household income
  • 32. Nutrition sensitive household pond aquaculture Production Technology: • Polyculture of Carps (large fish) and Nutrient-rich Small Fish, carried out by both men and women Focus on: • Partial Frequent Harvesting of Small Amounts of Small Fish • Household Consumption, especially in Women and Young Children • Sale of Carps for Household Income • Additional Diversification strategies
  • 33. Small Fish Irreplaceable Animal-source Food Rich Source of Multiple Nutrients Animal Protein Essential Fats Essential Micronutrients: Minerals and Vitamins Common Food eaten with Rice Adds Flavour and Taste to the Meal Improves Diet Diversity Enhances Mineral Bioavailability from Foods in the Meal Cooked with Vegetables, Oil and Spices, further Improving Diet Diversity, Adding Nutrients and Growth-promoting Substances Processed (dried), Stored - Prolonging Duration of Consumption, Reaching Non-fish Producing Areas
  • 34. Promotion of Orange Fleshed Sweet Potato (OFSP) • Suitable for small areas homestead gardens and dykes • Requires minimal labour, fertilizer and pesticides; grows well in marginal soils • Leaves and roots are consumed • Valuable in times of food scarcity and natural disasters • Vines are easily preserved by households for planting in subsequent season
  • 35. M/E Indicators • Increased production • Increase Consumption of Target Food (Small fish) – Quantity, Frequency and by Target Groups (Women and young children) • Men and women in decision-making and work load sharing in production • Women’s work load • Intra-household food allocation • Men’s purchase of foods (Knowledge and Practices)
  • 36. Zero Sum Game? Gender and Work Load Is it embarrassing for a man to help with household work? 100% 90% 80% 70% 60% Strongly Disagree 50% Disagree 40% Agree Strongly Agree 30% 20% 10% 0% Husband Wife Mother-in-law Helen Keller International (HKI) 2012
  • 37. HH Food security CRP / Indicator 1.1 Dryland Systems * * * * 1.2 Humidtropics * * * * 3.4 RTB 3.7 L&F 4 A4NH * 1.3 AAS * 3.2 Maize 3.5 Grain Legumes * 3.6 Dryland Cereals * * * * * * Other ‘Do no harm’ Anthropometry / biomarkers Target nutrient consumption IDDS Target food consumption Knowledge / attitudes Women’s empowerment Production diversity 37 * * 3.3 GRiSP *
  • 38. 38 How to choose indicators…? • Which pathway(s) is your program trying to address? • Which of the boxes along that pathway (or any intermediate steps not adequately captured there) can you feasibly measure?(As many as possible!) • What (preferably validated) tools and metrics exist to measure each of these? • In what way will each of these need to be adapted to your particular context (without losing the validity of the tool)? • How does the totality of your indicators build a picture of how your agriculture program is affecting food and diets/nutrition?