Food Insecurity and Water Insecurity in Rural Zimbabwe: Development of Multidimensional Household Measures
<i>Background</i>: With millions of people experiencing malnutrition and inadequate water access, FI and WI remain topics of vital importance to global health. Existing unidimensional FI and WI metrics do not all capture similar multidimensional aspects, thus restricting our ability to a...
Main Authors: | , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-06-01
|
Series: | International Journal of Environmental Research and Public Health |
Subjects: | |
Online Access: | https://www.mdpi.com/1660-4601/18/11/6020 |
id |
doaj-f2d569cfb4574f3799c91eaef7c85c24 |
---|---|
record_format |
Article |
spelling |
doaj-f2d569cfb4574f3799c91eaef7c85c242021-06-30T23:14:37ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-06-01186020602010.3390/ijerph18116020Food Insecurity and Water Insecurity in Rural Zimbabwe: Development of Multidimensional Household MeasuresNadia Koyratty0Andrew D. Jones1Roseanne Schuster2Katarzyna Kordas3Chin-Shang Li4Mduduzi N. N. Mbuya5Godfred O. Boateng6Robert Ntozini7Bernard Chasekwa8Jean H. Humphrey9Laura E. Smith10on behalf of the SHINE Trial TeamDepartment of Epidemiology and Environmental Health, The State University of New York, University at Buffalo, Buffalo, NY 14214, USADepartment of Nutritional Sciences, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USACenter for Global Health, School of Human Evolution and Social Change, Arizona State University, Tempe, AZ 85281, USADepartment of Epidemiology and Environmental Health, The State University of New York, University at Buffalo, Buffalo, NY 14214, USASchool of Nursing, The State University of New York, University at Buffalo, Buffalo, NY 14214, USAGlobal Alliance for Improved Nutrition, Washington, DC 20036, USADepartment of Kinesiology, College of Nursing and Health Innovations, The University of Texas at Arlington, Arlington, TX 76019, USAZvitambo Institute for Maternal and Child Health Research, Harare, ZimbabweZvitambo Institute for Maternal and Child Health Research, Harare, ZimbabweZvitambo Institute for Maternal and Child Health Research, Harare, ZimbabweZvitambo Institute for Maternal and Child Health Research, Harare, Zimbabwe<i>Background</i>: With millions of people experiencing malnutrition and inadequate water access, FI and WI remain topics of vital importance to global health. Existing unidimensional FI and WI metrics do not all capture similar multidimensional aspects, thus restricting our ability to assess and address food- and water-related issues. <i>Methods</i>: Using the Sanitation, Hygiene and Infant Nutrition Efficacy (SHINE) trial data, our study conceptualizes household FI (<i>N</i> = 3551) and WI (<i>N</i> = 3311) separately in a way that captures their key dimensions. We developed measures of FI and WI for rural Zimbabwean households based on multiple correspondence analysis (MCA) for categorical data. <i>Results</i>: Three FI dimensions were retained: ‘poor food access’, ‘household shocks’ and ‘low food quality and availability’, as were three WI dimensions: ‘poor water access’, ‘poor water quality’, and ‘low water reliability’. Internal validity of the multidimensional models was assessed using confirmatory factor analysis (CFA) with test samples at baseline and 18 months. The dimension scores were associated with a group of exogenous variables (SES, HIV-status, season, depression, perceived health, food aid, water collection), additionally indicating predictive, convergent and discriminant validities. <i>Conclusions</i>: FI and WI dimensions are sufficiently distinct to be characterized via separate indicators. These indicators are critical for identifying specific problematic insecurity aspects and for finding new targets to improve health and nutrition interventions.https://www.mdpi.com/1660-4601/18/11/6020food insecuritywater insecurityhouseholdsdimensionsmeasures |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Nadia Koyratty Andrew D. Jones Roseanne Schuster Katarzyna Kordas Chin-Shang Li Mduduzi N. N. Mbuya Godfred O. Boateng Robert Ntozini Bernard Chasekwa Jean H. Humphrey Laura E. Smith on behalf of the SHINE Trial Team |
spellingShingle |
Nadia Koyratty Andrew D. Jones Roseanne Schuster Katarzyna Kordas Chin-Shang Li Mduduzi N. N. Mbuya Godfred O. Boateng Robert Ntozini Bernard Chasekwa Jean H. Humphrey Laura E. Smith on behalf of the SHINE Trial Team Food Insecurity and Water Insecurity in Rural Zimbabwe: Development of Multidimensional Household Measures International Journal of Environmental Research and Public Health food insecurity water insecurity households dimensions measures |
author_facet |
Nadia Koyratty Andrew D. Jones Roseanne Schuster Katarzyna Kordas Chin-Shang Li Mduduzi N. N. Mbuya Godfred O. Boateng Robert Ntozini Bernard Chasekwa Jean H. Humphrey Laura E. Smith on behalf of the SHINE Trial Team |
author_sort |
Nadia Koyratty |
title |
Food Insecurity and Water Insecurity in Rural Zimbabwe: Development of Multidimensional Household Measures |
title_short |
Food Insecurity and Water Insecurity in Rural Zimbabwe: Development of Multidimensional Household Measures |
title_full |
Food Insecurity and Water Insecurity in Rural Zimbabwe: Development of Multidimensional Household Measures |
title_fullStr |
Food Insecurity and Water Insecurity in Rural Zimbabwe: Development of Multidimensional Household Measures |
title_full_unstemmed |
Food Insecurity and Water Insecurity in Rural Zimbabwe: Development of Multidimensional Household Measures |
title_sort |
food insecurity and water insecurity in rural zimbabwe: development of multidimensional household measures |
publisher |
MDPI AG |
series |
International Journal of Environmental Research and Public Health |
issn |
1661-7827 1660-4601 |
publishDate |
2021-06-01 |
description |
<i>Background</i>: With millions of people experiencing malnutrition and inadequate water access, FI and WI remain topics of vital importance to global health. Existing unidimensional FI and WI metrics do not all capture similar multidimensional aspects, thus restricting our ability to assess and address food- and water-related issues. <i>Methods</i>: Using the Sanitation, Hygiene and Infant Nutrition Efficacy (SHINE) trial data, our study conceptualizes household FI (<i>N</i> = 3551) and WI (<i>N</i> = 3311) separately in a way that captures their key dimensions. We developed measures of FI and WI for rural Zimbabwean households based on multiple correspondence analysis (MCA) for categorical data. <i>Results</i>: Three FI dimensions were retained: ‘poor food access’, ‘household shocks’ and ‘low food quality and availability’, as were three WI dimensions: ‘poor water access’, ‘poor water quality’, and ‘low water reliability’. Internal validity of the multidimensional models was assessed using confirmatory factor analysis (CFA) with test samples at baseline and 18 months. The dimension scores were associated with a group of exogenous variables (SES, HIV-status, season, depression, perceived health, food aid, water collection), additionally indicating predictive, convergent and discriminant validities. <i>Conclusions</i>: FI and WI dimensions are sufficiently distinct to be characterized via separate indicators. These indicators are critical for identifying specific problematic insecurity aspects and for finding new targets to improve health and nutrition interventions. |
topic |
food insecurity water insecurity households dimensions measures |
url |
https://www.mdpi.com/1660-4601/18/11/6020 |
work_keys_str_mv |
AT nadiakoyratty foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT andrewdjones foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT roseanneschuster foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT katarzynakordas foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT chinshangli foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT mduduzinnmbuya foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT godfredoboateng foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT robertntozini foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT bernardchasekwa foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT jeanhhumphrey foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT lauraesmith foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures AT onbehalfoftheshinetrialteam foodinsecurityandwaterinsecurityinruralzimbabwedevelopmentofmultidimensionalhouseholdmeasures |
_version_ |
1721351845362794496 |