Cargando…

Instrumental variable approach on analyzing risk factors associated with noncommunicable disease prevalence in Tanzania: A nonexperimental design

BACKGROUND AND AIMS: Noncommunicable diseases (NCDs) have emerged as a substantial burden in developing countries, representing the leading cause of mortality. Addressing this critical issue necessitates effective interventions and policy measures. Therefore, this study aims to investigate the risk...

Descripción completa

Detalles Bibliográficos
Autores principales: Kitole, Felician A., Sesabo, Jennifer K., Lihawa, Robert M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10539629/
https://www.ncbi.nlm.nih.gov/pubmed/37779666
http://dx.doi.org/10.1002/hsr2.1585
_version_ 1785113542598328320
author Kitole, Felician A.
Sesabo, Jennifer K.
Lihawa, Robert M.
author_facet Kitole, Felician A.
Sesabo, Jennifer K.
Lihawa, Robert M.
author_sort Kitole, Felician A.
collection PubMed
description BACKGROUND AND AIMS: Noncommunicable diseases (NCDs) have emerged as a substantial burden in developing countries, representing the leading cause of mortality. Addressing this critical issue necessitates effective interventions and policy measures. Therefore, this study aims to investigate the risk factors associated with NCD prevalence in Tanzania. METHODS: This study employed a nonexperimental research design due to its ability to analyze secondary data without altering variables. The used data set of the study was sourced from National Panel Survey 2020/21 and Household Budget Survey 2017/18. The econometrics analysis applied in the study include two‐stage residual inclusion (2SRI) and control function approach due to their ability to suppress endogeneity and enhance the clarity of results. RESULTS: The findings indicate a significant positive correlation between alcohol consumption (0.4110382, p = 0.02), cigarette smoking (0.3354297, p < 0.001), and NCDs, emphasizing the urgency of targeted interventions to mitigate these behaviors. Conversely, a negative correlation is observed between fruit and vegetable intake (−0.1063375, p < 0.001), physical exercises (−0.3744925, p < 0.001), and NCDs, underscoring the importance of promoting healthy dietary habits and frequent exercises. CONCLUSION: These results accentuate the immediate need for targeted interventions and policy measures to address these risk factors and effectively combat the escalating burden of NCDs in Tanzania and similar contexts. Moreover, the need for improved public awareness campaigns and the promotion of healthy life campaigns are vital in the fight to lower the prevalence of NCDs across communities.
format Online
Article
Text
id pubmed-10539629
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-105396292023-09-30 Instrumental variable approach on analyzing risk factors associated with noncommunicable disease prevalence in Tanzania: A nonexperimental design Kitole, Felician A. Sesabo, Jennifer K. Lihawa, Robert M. Health Sci Rep Original Research BACKGROUND AND AIMS: Noncommunicable diseases (NCDs) have emerged as a substantial burden in developing countries, representing the leading cause of mortality. Addressing this critical issue necessitates effective interventions and policy measures. Therefore, this study aims to investigate the risk factors associated with NCD prevalence in Tanzania. METHODS: This study employed a nonexperimental research design due to its ability to analyze secondary data without altering variables. The used data set of the study was sourced from National Panel Survey 2020/21 and Household Budget Survey 2017/18. The econometrics analysis applied in the study include two‐stage residual inclusion (2SRI) and control function approach due to their ability to suppress endogeneity and enhance the clarity of results. RESULTS: The findings indicate a significant positive correlation between alcohol consumption (0.4110382, p = 0.02), cigarette smoking (0.3354297, p < 0.001), and NCDs, emphasizing the urgency of targeted interventions to mitigate these behaviors. Conversely, a negative correlation is observed between fruit and vegetable intake (−0.1063375, p < 0.001), physical exercises (−0.3744925, p < 0.001), and NCDs, underscoring the importance of promoting healthy dietary habits and frequent exercises. CONCLUSION: These results accentuate the immediate need for targeted interventions and policy measures to address these risk factors and effectively combat the escalating burden of NCDs in Tanzania and similar contexts. Moreover, the need for improved public awareness campaigns and the promotion of healthy life campaigns are vital in the fight to lower the prevalence of NCDs across communities. John Wiley and Sons Inc. 2023-09-28 /pmc/articles/PMC10539629/ /pubmed/37779666 http://dx.doi.org/10.1002/hsr2.1585 Text en © 2023 The Authors. Health Science Reports published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research
Kitole, Felician A.
Sesabo, Jennifer K.
Lihawa, Robert M.
Instrumental variable approach on analyzing risk factors associated with noncommunicable disease prevalence in Tanzania: A nonexperimental design
title Instrumental variable approach on analyzing risk factors associated with noncommunicable disease prevalence in Tanzania: A nonexperimental design
title_full Instrumental variable approach on analyzing risk factors associated with noncommunicable disease prevalence in Tanzania: A nonexperimental design
title_fullStr Instrumental variable approach on analyzing risk factors associated with noncommunicable disease prevalence in Tanzania: A nonexperimental design
title_full_unstemmed Instrumental variable approach on analyzing risk factors associated with noncommunicable disease prevalence in Tanzania: A nonexperimental design
title_short Instrumental variable approach on analyzing risk factors associated with noncommunicable disease prevalence in Tanzania: A nonexperimental design
title_sort instrumental variable approach on analyzing risk factors associated with noncommunicable disease prevalence in tanzania: a nonexperimental design
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10539629/
https://www.ncbi.nlm.nih.gov/pubmed/37779666
http://dx.doi.org/10.1002/hsr2.1585
work_keys_str_mv AT kitolefeliciana instrumentalvariableapproachonanalyzingriskfactorsassociatedwithnoncommunicablediseaseprevalenceintanzaniaanonexperimentaldesign
AT sesabojenniferk instrumentalvariableapproachonanalyzingriskfactorsassociatedwithnoncommunicablediseaseprevalenceintanzaniaanonexperimentaldesign
AT lihawarobertm instrumentalvariableapproachonanalyzingriskfactorsassociatedwithnoncommunicablediseaseprevalenceintanzaniaanonexperimentaldesign