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Adherence to micronutrient powder for home fortification of foods among infants and toddlers in rural China: a structural equation modeling approach

BACKGROUND: The WHO recommends daily use of micronutrient powder for infants and toddlers at risk of micronutrient deficiencies in low-and-middle-income countries. China has established a micronutrient powder distribution program in many rural townships and villages, yet adherence to micronutrient p...

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Autores principales: Sun, Chang, Ye, Ruixue, Akhtar, Muizz, Dill, Sarah-Eve, Yuan, Ping, Zhou, Huan, Rozelle, Scott
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9719183/
https://www.ncbi.nlm.nih.gov/pubmed/36461056
http://dx.doi.org/10.1186/s12889-022-14731-3
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author Sun, Chang
Ye, Ruixue
Akhtar, Muizz
Dill, Sarah-Eve
Yuan, Ping
Zhou, Huan
Rozelle, Scott
author_facet Sun, Chang
Ye, Ruixue
Akhtar, Muizz
Dill, Sarah-Eve
Yuan, Ping
Zhou, Huan
Rozelle, Scott
author_sort Sun, Chang
collection PubMed
description BACKGROUND: The WHO recommends daily use of micronutrient powder for infants and toddlers at risk of micronutrient deficiencies in low-and-middle-income countries. China has established a micronutrient powder distribution program in many rural townships and villages, yet adherence to micronutrient powder remains suboptimal; a little is known about the behavioral inputs that may influence adherence. This study examines direct and indirect behavioral inputs in micronutrient powder adherence among caregivers in rural western China following the Integrated Behavioral Model (IBM) framework. METHODS: Cross-sectional data were collected from April to May 2019 among 958 caregivers of children aged 6 to 24 months in six counties. Data were collected on micronutrient powder adherence behavior, direct behavioral inputs (knowledge and skills, intention, salience, environmental constraints, and habits), and indirect behavioral inputs (attitudes, perceived social norms, and personal agency). Structural equation modeling (SEM) adjusted for sociodemographic covariates was used to evaluate the IBM framework. RESULTS: Mean micronutrient powder adherence in the previous seven days was 53.02%, and only 22.86% of caregivers consistently fed micronutrient powder from the start of micronutrient powder distribution at six months of age. The SEM model revealed small- to medium-sized effects of salience (β = 0.440, P < 0.001), intention (β = 0.374, P < 0.001), knowledge and skills (β = 0.214, P < 0.001), personal agency (st. effect = 0.172, P < 0.001), environmental constraints (β=-0.142, P < 0.001), and caregiver generation (β = 0.119, P < 0.05) on micronutrient powder adherence. Overall, 54.7% of the variance in micronutrient powder adherence was explained by the IBM framework. Salience had the largest impact on micronutrient powder adherence (Cohen’s f (2) = 0.227). Compared to parent caregivers, grandparents had a higher degree of micronutrient powder adherence on average (P < 0.001), and behavioral inputs were consistent among both parent and grandparent caregivers. CONCLUSION: There is a need to improve micronutrient powder adherence among rural caregivers. The IBM framework showed a high degree of explanatory power in predicting micronutrient powder adherence behavior. The findings suggest that increased reminders from doctors regarding micronutrient powder and coaching to improve personal agency in micronutrient powder feeding may increase adherence. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-14731-3.
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spelling pubmed-97191832022-12-04 Adherence to micronutrient powder for home fortification of foods among infants and toddlers in rural China: a structural equation modeling approach Sun, Chang Ye, Ruixue Akhtar, Muizz Dill, Sarah-Eve Yuan, Ping Zhou, Huan Rozelle, Scott BMC Public Health Research BACKGROUND: The WHO recommends daily use of micronutrient powder for infants and toddlers at risk of micronutrient deficiencies in low-and-middle-income countries. China has established a micronutrient powder distribution program in many rural townships and villages, yet adherence to micronutrient powder remains suboptimal; a little is known about the behavioral inputs that may influence adherence. This study examines direct and indirect behavioral inputs in micronutrient powder adherence among caregivers in rural western China following the Integrated Behavioral Model (IBM) framework. METHODS: Cross-sectional data were collected from April to May 2019 among 958 caregivers of children aged 6 to 24 months in six counties. Data were collected on micronutrient powder adherence behavior, direct behavioral inputs (knowledge and skills, intention, salience, environmental constraints, and habits), and indirect behavioral inputs (attitudes, perceived social norms, and personal agency). Structural equation modeling (SEM) adjusted for sociodemographic covariates was used to evaluate the IBM framework. RESULTS: Mean micronutrient powder adherence in the previous seven days was 53.02%, and only 22.86% of caregivers consistently fed micronutrient powder from the start of micronutrient powder distribution at six months of age. The SEM model revealed small- to medium-sized effects of salience (β = 0.440, P < 0.001), intention (β = 0.374, P < 0.001), knowledge and skills (β = 0.214, P < 0.001), personal agency (st. effect = 0.172, P < 0.001), environmental constraints (β=-0.142, P < 0.001), and caregiver generation (β = 0.119, P < 0.05) on micronutrient powder adherence. Overall, 54.7% of the variance in micronutrient powder adherence was explained by the IBM framework. Salience had the largest impact on micronutrient powder adherence (Cohen’s f (2) = 0.227). Compared to parent caregivers, grandparents had a higher degree of micronutrient powder adherence on average (P < 0.001), and behavioral inputs were consistent among both parent and grandparent caregivers. CONCLUSION: There is a need to improve micronutrient powder adherence among rural caregivers. The IBM framework showed a high degree of explanatory power in predicting micronutrient powder adherence behavior. The findings suggest that increased reminders from doctors regarding micronutrient powder and coaching to improve personal agency in micronutrient powder feeding may increase adherence. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-14731-3. BioMed Central 2022-12-02 /pmc/articles/PMC9719183/ /pubmed/36461056 http://dx.doi.org/10.1186/s12889-022-14731-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Sun, Chang
Ye, Ruixue
Akhtar, Muizz
Dill, Sarah-Eve
Yuan, Ping
Zhou, Huan
Rozelle, Scott
Adherence to micronutrient powder for home fortification of foods among infants and toddlers in rural China: a structural equation modeling approach
title Adherence to micronutrient powder for home fortification of foods among infants and toddlers in rural China: a structural equation modeling approach
title_full Adherence to micronutrient powder for home fortification of foods among infants and toddlers in rural China: a structural equation modeling approach
title_fullStr Adherence to micronutrient powder for home fortification of foods among infants and toddlers in rural China: a structural equation modeling approach
title_full_unstemmed Adherence to micronutrient powder for home fortification of foods among infants and toddlers in rural China: a structural equation modeling approach
title_short Adherence to micronutrient powder for home fortification of foods among infants and toddlers in rural China: a structural equation modeling approach
title_sort adherence to micronutrient powder for home fortification of foods among infants and toddlers in rural china: a structural equation modeling approach
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9719183/
https://www.ncbi.nlm.nih.gov/pubmed/36461056
http://dx.doi.org/10.1186/s12889-022-14731-3
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