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Validation of the food access survey tool to assess household food insecurity in rural Bangladesh
BACKGROUND: Perception-based Likert scale are commonly used to assess household food insecurity. The aim of this study was to evaluate the psychometric properties and external construct validity of the 9-item Food Access Survey Tool (FAST) in a population-based randomized controlled trial. METHODS:...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4561472/ https://www.ncbi.nlm.nih.gov/pubmed/26346311 http://dx.doi.org/10.1186/s12889-015-2208-1 |
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author | Na, Muzi Gross, Alden L. West, Keith P. |
author_facet | Na, Muzi Gross, Alden L. West, Keith P. |
author_sort | Na, Muzi |
collection | PubMed |
description | BACKGROUND: Perception-based Likert scale are commonly used to assess household food insecurity. The aim of this study was to evaluate the psychometric properties and external construct validity of the 9-item Food Access Survey Tool (FAST) in a population-based randomized controlled trial. METHODS: Participating women (n = 11,992) were asked to recall the frequencies of nine food insecurity experiences over the past 6 months on a 5-point Likert scale. The Rasch partial credit model was used to study the item category severity and differential item functioning (DIF) by literacy status, respondents’ age, land ownership and household sizes. Principal component analysis (PCA), non-parametric methods, and cumulative ordinal logistic regression models were applied to examine the Rasch model assumptions, namely unidimensionality, monotonicity and measurement invariance (non-DIF). RESULTS: All items demonstrated good model fit with acceptable values of fit statistics (infit). PCA as well as other indices (Cronbach’s alpha = 0.85, scalability coefficient = 0.48) indicated that all items fit in a single statistical dimension. The ordered responses of nine items displayed monotonic increasing item category severity as expected theoretically. All nine items were flagged with statistically significant DIF between key demographic—and socioeconomic subgroups (p < 0.001); however, none of the detected DIF was considered practically significant given small effect sizes (variance explained by group membership and interaction term < 1 %). The total summed score over the polytomous FAST was inversely associated with household wealth, dietary diversity score and maternal body mass index, demonstrating external construct validity. CONCLUSION: The polytomous FAST is internally and externally valid tool to measure household food insecurity in rural Bangladesh. Validation of this type of studies are recommended for similar Likert food insecurity scales. |
format | Online Article Text |
id | pubmed-4561472 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-45614722015-09-08 Validation of the food access survey tool to assess household food insecurity in rural Bangladesh Na, Muzi Gross, Alden L. West, Keith P. BMC Public Health Research Article BACKGROUND: Perception-based Likert scale are commonly used to assess household food insecurity. The aim of this study was to evaluate the psychometric properties and external construct validity of the 9-item Food Access Survey Tool (FAST) in a population-based randomized controlled trial. METHODS: Participating women (n = 11,992) were asked to recall the frequencies of nine food insecurity experiences over the past 6 months on a 5-point Likert scale. The Rasch partial credit model was used to study the item category severity and differential item functioning (DIF) by literacy status, respondents’ age, land ownership and household sizes. Principal component analysis (PCA), non-parametric methods, and cumulative ordinal logistic regression models were applied to examine the Rasch model assumptions, namely unidimensionality, monotonicity and measurement invariance (non-DIF). RESULTS: All items demonstrated good model fit with acceptable values of fit statistics (infit). PCA as well as other indices (Cronbach’s alpha = 0.85, scalability coefficient = 0.48) indicated that all items fit in a single statistical dimension. The ordered responses of nine items displayed monotonic increasing item category severity as expected theoretically. All nine items were flagged with statistically significant DIF between key demographic—and socioeconomic subgroups (p < 0.001); however, none of the detected DIF was considered practically significant given small effect sizes (variance explained by group membership and interaction term < 1 %). The total summed score over the polytomous FAST was inversely associated with household wealth, dietary diversity score and maternal body mass index, demonstrating external construct validity. CONCLUSION: The polytomous FAST is internally and externally valid tool to measure household food insecurity in rural Bangladesh. Validation of this type of studies are recommended for similar Likert food insecurity scales. BioMed Central 2015-09-07 /pmc/articles/PMC4561472/ /pubmed/26346311 http://dx.doi.org/10.1186/s12889-015-2208-1 Text en © Na et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Na, Muzi Gross, Alden L. West, Keith P. Validation of the food access survey tool to assess household food insecurity in rural Bangladesh |
title | Validation of the food access survey tool to assess household food insecurity in rural Bangladesh |
title_full | Validation of the food access survey tool to assess household food insecurity in rural Bangladesh |
title_fullStr | Validation of the food access survey tool to assess household food insecurity in rural Bangladesh |
title_full_unstemmed | Validation of the food access survey tool to assess household food insecurity in rural Bangladesh |
title_short | Validation of the food access survey tool to assess household food insecurity in rural Bangladesh |
title_sort | validation of the food access survey tool to assess household food insecurity in rural bangladesh |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4561472/ https://www.ncbi.nlm.nih.gov/pubmed/26346311 http://dx.doi.org/10.1186/s12889-015-2208-1 |
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