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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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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 |
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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 |
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