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FOOD SECURITY
 Concepts, Basic Facts,
and Measurement Issues

     June 26 to July 7, 2006
       Dhaka, Bangladesh
Rao 6a:
 Varieties of Measurement
     for Food Security:
     Classes + Sources
Learning: The session will introduce trainees to the
strategic choice of alternative indicators or measurements
of various dimensions and outcomes of FS or FIS based
on purposes, data and monitoring constraints, and need
for informational feedback to policy-makers.
Brief Contents
• measurement approaches
  (economic, nutritional, anthropometric; secondary
  data, surveys, qualitative or subjective approaches)
• relating measurement to policy purpose and data availability
• starting with the object of measurement, identifying
  strengths and weaknesses of alternative measures
• classes of FS measures, and their uses, data demands and
  ease of use: food access, dietary status, nutritional
  status, food utilization, health status
• assessing options by their consistency and appropriateness
  to different situations, demands of FS monitoring
  entailed, underlying FIS causes, etc.
FS Concepts: A Reminder
• FS exists when all people, at all times, have physical, social and economic
  access to sufficient, safe and nutritious food to meet their dietary needs and food
  preferences for an active and healthy life. Household FS is the
  application of this concept at the family level, with individuals
  within HH as the focus of concern.
• FIS exists when people are undernourished as a result of the
  physical unavailability of food, their lack of social or economic
  access to adequate food, and/or inadequate food utilization.
• Food-insecure people have food intake below their minimum
  calorie (energy) requirements, as well as those who exhibit
  physical symptoms caused by energy and nutrient deficiencies. An
  alternative view confines FIS to the consequence of inadequate
  consumption of nutritious food, leaving the body’s utilization of
  food as being within the domain of nutrition and health.
• Vulnerability refers to the full range of factors that place people
  at risk of becoming food-insecure. The degree of vulnerability of
  individuals, HH or groups of people is determined by their
  exposure to the risk factors and their ability to cope with or
  withstand stressful situations.
First- & Second-Order Concerns
• Note that FS is broadly defined as access to necessary
  food for good performance and health. This first-order
  definition, though important, does not fully capture all
  aspects of food requirements.
• Second-order concerns based on measures of access and
  use describe in more detail the food situation of the
  population and of vulnerable segments of the population.
• Different measures of food security are required in order
  to address these varied aspects of food security (in the
  broad sense used here).
• There is no “magic bullet” or single measure that can
  possibly capture these different aspects of food security
Measurement Approaches
• Alternative measures of FS exist with their own
  strengths and weaknesses.
• Specific measures can be grouped broadly under
  the following heads:
  economic, nutritional, anthropometric; secondary
  data, surveys, qualitative or subjective approaches
• Alternatives must be judged in terms of closeness
  with which the (1) concepts involved are captured
  as well as the (2) policy purpose at hand.
• In practice, (3) data availability and (4) the costs of
  measurement also influence choice of measures.
Measurement Approaches (contd)
• The complexities of measuring FS arise from the
  fact that FIS is a complex phenomenon. It is
  attributable to a range of factors that vary in
  importance across regions, countries and social
  groups, as well as over time.
• The figure following illustrates this complexity
  with reference to the determination of one key
  aspect of FS i.e., nutritional status.
Framework for Understanding Nutritional status
Four Areas of Vulnerability
The factors appearing in the Figure can be
 grouped in four clusters representing the
 following four areas of potential vulnerability:
  * the socio-economic and political environment;
  * the performance of the food economy;
  * care practices;
  * health and sanitation.
Objects of Measurement
Any system can be measured in two ways:
• measurements can be made of the state of any part of
  the system; or
• measurements can be made of flows through the
  system.
Alternatively, indicators can be divided into
• indicators of process; and
• indicators of outcome.
The figure following contains a representation of the food
  system, showing important objects of measurement –
  both flow indicators and indicators of system states.
Food System Indicators
States and Flows
• Flow variables include size and distribution of
  incomes, food supply as shown by food balance sheets, HH
  food consumption and individual food intake.
• Stock or situation or state variables are national food
  stocks, HH food stocks, HH conditions for food
  preparation and storage, clinical signs of malnutrition
  and anthropometric measurements.
 Some variables describe the macroeconomy, e.g., income distribution
  & food supply, others relate to the household e.g., food stocks and
  food consumption, and yet others are indicators of individual status
  e.g., food intake and anthropometric measurements.
 Some give a direct picture of FS; others are more important for
  analysing factors which modify food use and availability.
Food Categories
• Foods are traditionally categorised into eight groups:
  - cereals (millet, sorghum, maize, wheat...)
  - roots + tubers (manioc, yams, sweet potato, ...)
  - sugar and honey
  - fats ( butter, oil..)
  - fruits and vegetables
  - meat, offal, eggs and fish
  - milk and milk products
  - legumes (nuts, lentils, beans...)
Nutrients
• Nutrients constitute the active elements of foods
  utilised in the body's functioning.
• They comprise
  proteins, fats, carbohydrates, vitamins, minerals
  and trace elements.
• Foods contain some or all of these nutrients in
  variable proportions.
Nutritional Requirements
• The expression nutritional requirements refers to the
  quantity of energy and of nutrients, expressed on a daily
  basis, necessary for a given category of individuals that
  will allow these individuals, when in good health, to
  develop and lead a normal life.
• Nutritional requirements have been established on the
  basis of physiological studies (metabolic balances) and
  field epidemiological studies.
• Requirements vary according to age, sex, body
  weight, level of activity and physiological status
  (e.g., pregnancy and lactation).
• They are expressed as averages, taking into account
  individual variation.
Classes of FS Measures
• The basic classes of measures of food security are: food
  availability, food access, dietary status, nutritional
  status, food utilization, and health status
• These classes are progressively more difficult to define
  and measure. Dietary & nutritional status can be measured
  only with data on RNI and nutrient intake levels. Food
  utilization requires other, more complex norms relating to
  the environment in which food intake takes place, while
  health status depends on factors other than food intake.
• The choice of class (or combination of classes) to be
  measured will depend on the policy purpose and
  consistency/accuracy desired as well as on data availability
  and costs of data collection.
Classes … (contd.)
• Food availability can be measured in a number of ways:
  the broadest is food adequacy for the population or for
  particular segments of it. Does the nation, a segment
  of the population or an individual household have
  available a food supply that is adequate and in right
  proportions to feed itself?
• Food access is the ability of HH or individuals to
  acquire adequate quantities of available foods. National
  availability may still leave segments of people unable to
  access it due to low income, unavailability of certain
  foods in particular regions or seasons, poor education
  regarding nutrition/health, and many other factors.
Classes … (contd.)
• Dietary status is measured in a number of ways from
  surveys or simple observation. Educational interventions
  for FS are often in communicated in terms of diets.
  Dietary recommendations are a rather simple way to
  express deficiencies in food security and easy to
  communicate in programs related to interventions.
• Nutritional status for households or individuals is
  measured from household data adjusted for different
  members (usually by energy requirements) and from
  individual intake surveys. The idea is to get the food data
  and transform it with the nutrient composition tables, and
  develop estimates that are compared to the recommended
  daily requirements or other measures or standards.
Classes … (contd.)
• Ordinarily, these comparisons use the recommended daily
  requirements, but can as well be made within the sample
  by investigating the tails of the distributions of daily or
  usual daily intake.
• Food utilization is informally defined as the way the
  human body makes use of nutrients in food.
  Hygiene, sanitation, water quality, health care, food safety
  and other environmental factors affect food utilization. In
  a way this measure links health status and food security.
  Utilization underscores the point that there are other
  factors than food intake that determine whether or not the
  population or segments of the population have “good’
  nutritional status. Nutritional status is not all about food
Classes … (contd.)
• Health Status (often measured from health surveys)
  relates to the longer term impacts of diet and other
  factors on health. Measures used to determine health are
  self reported, like days of sickness in a year, visits to
  doctors, or directly measured like height and weight and
  other anthropometric measures on surveyed respondents.
  More intrusive anthropometric measures are illustrated
  by such factors as assays from survey participant’s blood
  and analyses to tissue measurements on arms or other
  extremities of the body. Often the health surveys from
  different countries have measurements that are specific
  to known diseases in the nation.
Potential Data Bases
• Aggregate Production & Consumption Data for Major
  Food Crops (food availability)
• Household Food Consumption Surveys (both availability
  and diet composition at HH level; can be extended
  to include individual food intake and inferences
  about food utilization).
• Consumer Expenditure Surveys (give expenditure on
  food and food types used for estimating CPI, also
  contain information relating to FS: with sufficient
  details on the food basket, can be used to estimate
  diet and nutritional status)
Potential Data … (contd.)
• Individual Intake Surveys (food consumption among
  sampled individuals: used to estimate usual daily
  intake of foods and, with help of a food composition
  table, to translate the food intake into nutritional
  intake; these estimates are the closest available for
  measuring usual daily intake of nutrients)
• Health Surveys (relevant to FS, contain
  intake, anthropometric and self-reported data; self-
  reported measures such as sickness can be linked to
  dietary status & utilization; anthropometric
  measurements can indicate long term
Potential Data … (contd.)
• Rapid Assessment Surveys (can be used in natural
  disasters or other episodic events to assess
  temporary food consumption, nutrition or
  dietary status in approximate terms)
• Food Frequency Surveys (to infer dietary status and
  food availability but can only be suggestive since
  they lack sufficient experimental control)
• Nutrition Surveillance Surveys (to get rough
  approximation of nutrition status)
Summary of Food Security Measures and Survey Data Sets Used to Estimate Them

  Food Security     Availability   Access   Dietary   Nutrition    Nutrition     Health
    Measure/                                Status     Status      Utilization   Status
     Data Set
    Aggregate
 Production and          X
   Consumption
 Household Food
                     X (within                            X
   Consumption                       X        X
     Surveys        household)                        (prorated)
    Consumer
   Expenditure           X           X        X           X
     Surveys
Individual Intake
     Surveys
                                     X        X           X
 Health Surveys                               X           X            X           X
Rapid Assessment
     Surveys
                         X           X
 Food Frequency
     Surveys
                         X           X        X
    Nutrition
   Surveillance          X           X        X           X
     Surveys
  Special Food
  Consumption            X           X        X
     Surveys
Assessing The Situation At Different
        Levels Of Aggregation
• FBS gives aggregated picture of food flows in terms of
  average calorie and protein availability at national level.
• Compared with RNIs, FBS can be used to assess supply
  adequacy. But this does not tell us much about actual
  access under the existing income and asset distribution.
• Food Consumption Data taken from expenditure or
  budget data are a better measure of potential access to
  food. These tend, however, to be weak on coverage of
  non-monetary access to food, through social institutions
  and obligations or through subsistence production. Also
  an individual HH may consume less food than average
  because it has more small children or elderly people, or
  the family is genetically small in body weight.
Assessing The Situation At Different
  Levels Of Aggregation (contd)
• Food Intake estimates give more accurate estimate of
  actual food intake than food consumption data.
  However, they are subject to the same problem of
  comparison with average standards or RNIs.
• Anthropometric Data give a clearer indication of
  problems of poor nutritional status. The data are
  somewhat easier to interpret as to the existence of a
  problem, but do not indicate whether nutrient or food
  deficiencies are the major cause.

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Topic 20 anthropomeric indicators
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Topic 18 multiple regression
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Topic17 regression spss
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Topic 15 correlation spss
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Topic 21 evidence on diet diversity
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Topic 21 diet diversity
Topic 21 diet diversityTopic 21 diet diversity
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Topic 21 diet diversity stata
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Topic 20 anthropomeric indicators
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Topic 20 anthro meaurement
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Topic 20 anthro stata
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Topic 18 multiple regression
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Topic 17 regression
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Topic 16 poverty(ii)
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Topic 16 poverty(i)
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Topic 15 correlation spss
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Topic 15 correlation
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Topic 14 two anova
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Topic 14 maternal education
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Rao 6a varieties of measurement for food security

  • 1. FOOD SECURITY Concepts, Basic Facts, and Measurement Issues June 26 to July 7, 2006 Dhaka, Bangladesh
  • 2. Rao 6a: Varieties of Measurement for Food Security: Classes + Sources Learning: The session will introduce trainees to the strategic choice of alternative indicators or measurements of various dimensions and outcomes of FS or FIS based on purposes, data and monitoring constraints, and need for informational feedback to policy-makers.
  • 3. Brief Contents • measurement approaches (economic, nutritional, anthropometric; secondary data, surveys, qualitative or subjective approaches) • relating measurement to policy purpose and data availability • starting with the object of measurement, identifying strengths and weaknesses of alternative measures • classes of FS measures, and their uses, data demands and ease of use: food access, dietary status, nutritional status, food utilization, health status • assessing options by their consistency and appropriateness to different situations, demands of FS monitoring entailed, underlying FIS causes, etc.
  • 4. FS Concepts: A Reminder • FS exists when all people, at all times, have physical, social and economic access to sufficient, safe and nutritious food to meet their dietary needs and food preferences for an active and healthy life. Household FS is the application of this concept at the family level, with individuals within HH as the focus of concern. • FIS exists when people are undernourished as a result of the physical unavailability of food, their lack of social or economic access to adequate food, and/or inadequate food utilization. • Food-insecure people have food intake below their minimum calorie (energy) requirements, as well as those who exhibit physical symptoms caused by energy and nutrient deficiencies. An alternative view confines FIS to the consequence of inadequate consumption of nutritious food, leaving the body’s utilization of food as being within the domain of nutrition and health. • Vulnerability refers to the full range of factors that place people at risk of becoming food-insecure. The degree of vulnerability of individuals, HH or groups of people is determined by their exposure to the risk factors and their ability to cope with or withstand stressful situations.
  • 5. First- & Second-Order Concerns • Note that FS is broadly defined as access to necessary food for good performance and health. This first-order definition, though important, does not fully capture all aspects of food requirements. • Second-order concerns based on measures of access and use describe in more detail the food situation of the population and of vulnerable segments of the population. • Different measures of food security are required in order to address these varied aspects of food security (in the broad sense used here). • There is no “magic bullet” or single measure that can possibly capture these different aspects of food security
  • 6. Measurement Approaches • Alternative measures of FS exist with their own strengths and weaknesses. • Specific measures can be grouped broadly under the following heads: economic, nutritional, anthropometric; secondary data, surveys, qualitative or subjective approaches • Alternatives must be judged in terms of closeness with which the (1) concepts involved are captured as well as the (2) policy purpose at hand. • In practice, (3) data availability and (4) the costs of measurement also influence choice of measures.
  • 7. Measurement Approaches (contd) • The complexities of measuring FS arise from the fact that FIS is a complex phenomenon. It is attributable to a range of factors that vary in importance across regions, countries and social groups, as well as over time. • The figure following illustrates this complexity with reference to the determination of one key aspect of FS i.e., nutritional status.
  • 8. Framework for Understanding Nutritional status
  • 9. Four Areas of Vulnerability The factors appearing in the Figure can be grouped in four clusters representing the following four areas of potential vulnerability: * the socio-economic and political environment; * the performance of the food economy; * care practices; * health and sanitation.
  • 10. Objects of Measurement Any system can be measured in two ways: • measurements can be made of the state of any part of the system; or • measurements can be made of flows through the system. Alternatively, indicators can be divided into • indicators of process; and • indicators of outcome. The figure following contains a representation of the food system, showing important objects of measurement – both flow indicators and indicators of system states.
  • 12. States and Flows • Flow variables include size and distribution of incomes, food supply as shown by food balance sheets, HH food consumption and individual food intake. • Stock or situation or state variables are national food stocks, HH food stocks, HH conditions for food preparation and storage, clinical signs of malnutrition and anthropometric measurements.  Some variables describe the macroeconomy, e.g., income distribution & food supply, others relate to the household e.g., food stocks and food consumption, and yet others are indicators of individual status e.g., food intake and anthropometric measurements.  Some give a direct picture of FS; others are more important for analysing factors which modify food use and availability.
  • 13. Food Categories • Foods are traditionally categorised into eight groups: - cereals (millet, sorghum, maize, wheat...) - roots + tubers (manioc, yams, sweet potato, ...) - sugar and honey - fats ( butter, oil..) - fruits and vegetables - meat, offal, eggs and fish - milk and milk products - legumes (nuts, lentils, beans...)
  • 14. Nutrients • Nutrients constitute the active elements of foods utilised in the body's functioning. • They comprise proteins, fats, carbohydrates, vitamins, minerals and trace elements. • Foods contain some or all of these nutrients in variable proportions.
  • 15. Nutritional Requirements • The expression nutritional requirements refers to the quantity of energy and of nutrients, expressed on a daily basis, necessary for a given category of individuals that will allow these individuals, when in good health, to develop and lead a normal life. • Nutritional requirements have been established on the basis of physiological studies (metabolic balances) and field epidemiological studies. • Requirements vary according to age, sex, body weight, level of activity and physiological status (e.g., pregnancy and lactation). • They are expressed as averages, taking into account individual variation.
  • 16. Classes of FS Measures • The basic classes of measures of food security are: food availability, food access, dietary status, nutritional status, food utilization, and health status • These classes are progressively more difficult to define and measure. Dietary & nutritional status can be measured only with data on RNI and nutrient intake levels. Food utilization requires other, more complex norms relating to the environment in which food intake takes place, while health status depends on factors other than food intake. • The choice of class (or combination of classes) to be measured will depend on the policy purpose and consistency/accuracy desired as well as on data availability and costs of data collection.
  • 17. Classes … (contd.) • Food availability can be measured in a number of ways: the broadest is food adequacy for the population or for particular segments of it. Does the nation, a segment of the population or an individual household have available a food supply that is adequate and in right proportions to feed itself? • Food access is the ability of HH or individuals to acquire adequate quantities of available foods. National availability may still leave segments of people unable to access it due to low income, unavailability of certain foods in particular regions or seasons, poor education regarding nutrition/health, and many other factors.
  • 18. Classes … (contd.) • Dietary status is measured in a number of ways from surveys or simple observation. Educational interventions for FS are often in communicated in terms of diets. Dietary recommendations are a rather simple way to express deficiencies in food security and easy to communicate in programs related to interventions. • Nutritional status for households or individuals is measured from household data adjusted for different members (usually by energy requirements) and from individual intake surveys. The idea is to get the food data and transform it with the nutrient composition tables, and develop estimates that are compared to the recommended daily requirements or other measures or standards.
  • 19. Classes … (contd.) • Ordinarily, these comparisons use the recommended daily requirements, but can as well be made within the sample by investigating the tails of the distributions of daily or usual daily intake. • Food utilization is informally defined as the way the human body makes use of nutrients in food. Hygiene, sanitation, water quality, health care, food safety and other environmental factors affect food utilization. In a way this measure links health status and food security. Utilization underscores the point that there are other factors than food intake that determine whether or not the population or segments of the population have “good’ nutritional status. Nutritional status is not all about food
  • 20. Classes … (contd.) • Health Status (often measured from health surveys) relates to the longer term impacts of diet and other factors on health. Measures used to determine health are self reported, like days of sickness in a year, visits to doctors, or directly measured like height and weight and other anthropometric measures on surveyed respondents. More intrusive anthropometric measures are illustrated by such factors as assays from survey participant’s blood and analyses to tissue measurements on arms or other extremities of the body. Often the health surveys from different countries have measurements that are specific to known diseases in the nation.
  • 21. Potential Data Bases • Aggregate Production & Consumption Data for Major Food Crops (food availability) • Household Food Consumption Surveys (both availability and diet composition at HH level; can be extended to include individual food intake and inferences about food utilization). • Consumer Expenditure Surveys (give expenditure on food and food types used for estimating CPI, also contain information relating to FS: with sufficient details on the food basket, can be used to estimate diet and nutritional status)
  • 22. Potential Data … (contd.) • Individual Intake Surveys (food consumption among sampled individuals: used to estimate usual daily intake of foods and, with help of a food composition table, to translate the food intake into nutritional intake; these estimates are the closest available for measuring usual daily intake of nutrients) • Health Surveys (relevant to FS, contain intake, anthropometric and self-reported data; self- reported measures such as sickness can be linked to dietary status & utilization; anthropometric measurements can indicate long term
  • 23. Potential Data … (contd.) • Rapid Assessment Surveys (can be used in natural disasters or other episodic events to assess temporary food consumption, nutrition or dietary status in approximate terms) • Food Frequency Surveys (to infer dietary status and food availability but can only be suggestive since they lack sufficient experimental control) • Nutrition Surveillance Surveys (to get rough approximation of nutrition status)
  • 24. Summary of Food Security Measures and Survey Data Sets Used to Estimate Them Food Security Availability Access Dietary Nutrition Nutrition Health Measure/ Status Status Utilization Status Data Set Aggregate Production and X Consumption Household Food X (within X Consumption X X Surveys household) (prorated) Consumer Expenditure X X X X Surveys Individual Intake Surveys X X X Health Surveys X X X X Rapid Assessment Surveys X X Food Frequency Surveys X X X Nutrition Surveillance X X X X Surveys Special Food Consumption X X X Surveys
  • 25. Assessing The Situation At Different Levels Of Aggregation • FBS gives aggregated picture of food flows in terms of average calorie and protein availability at national level. • Compared with RNIs, FBS can be used to assess supply adequacy. But this does not tell us much about actual access under the existing income and asset distribution. • Food Consumption Data taken from expenditure or budget data are a better measure of potential access to food. These tend, however, to be weak on coverage of non-monetary access to food, through social institutions and obligations or through subsistence production. Also an individual HH may consume less food than average because it has more small children or elderly people, or the family is genetically small in body weight.
  • 26. Assessing The Situation At Different Levels Of Aggregation (contd) • Food Intake estimates give more accurate estimate of actual food intake than food consumption data. However, they are subject to the same problem of comparison with average standards or RNIs. • Anthropometric Data give a clearer indication of problems of poor nutritional status. The data are somewhat easier to interpret as to the existence of a problem, but do not indicate whether nutrient or food deficiencies are the major cause.