TY - JOUR
T1 - Investigating the risk factors for contraction and diagnosis of human tuberculosis in Indonesia using data from the fifth wave of RAND’s Indonesian Family Life Survey (IFLS-5)
AU - Adam, Nathan
AU - Pallikadavath, Sasee
AU - Cerasuolo, Marianna
AU - Amos, Mark
N1 - 6 month embargo - Cambridge
"This article has been published in a revised form in [Journal] [http://doi.org/XXX]. This version is published under a Creative Commons CC-BY-NC-ND. No commercial re-distribution or re-use allowed. Derivative works cannot be distributed. © copyright holder."
PY - 2020/8/17
Y1 - 2020/8/17
N2 - Tuberculosis (TB) is a globally widespread disease, with approximately a quarter of the world’s population currently infected (WHO, 2018). Some risk factors (e.g., HIV status, nutrition and body mass) have already been thoroughly investigated. However, little attention has been given to behavioural and/or psychological risk factors (e.g., stress and education level). In this study, risk factors were investigated via statistical analyses of publicly available data from the most recent wave (2015) of the Indonesian Family Life survey (IFLS 5). For comparison and completeness, variables were divided into levels: individual, household, and community. The most prominent and interesting variables which influence TB diagnosis (on each level) were investigated, and a logistic regression was subsequently developed to understand the extent to which each risk factor acted as a predictor for being diagnosed with TB. Age, health benefit or insurance, stress at work, and living in a rural area all showed significant association with TB diagnosis. The outcomes of this study suggest that suitable control measures, such as BCG vaccinations, schemes for improving mental health/stress reduction, and improved access to healthcare in rural areas should be implemented to address each of the key factors identified.
AB - Tuberculosis (TB) is a globally widespread disease, with approximately a quarter of the world’s population currently infected (WHO, 2018). Some risk factors (e.g., HIV status, nutrition and body mass) have already been thoroughly investigated. However, little attention has been given to behavioural and/or psychological risk factors (e.g., stress and education level). In this study, risk factors were investigated via statistical analyses of publicly available data from the most recent wave (2015) of the Indonesian Family Life survey (IFLS 5). For comparison and completeness, variables were divided into levels: individual, household, and community. The most prominent and interesting variables which influence TB diagnosis (on each level) were investigated, and a logistic regression was subsequently developed to understand the extent to which each risk factor acted as a predictor for being diagnosed with TB. Age, health benefit or insurance, stress at work, and living in a rural area all showed significant association with TB diagnosis. The outcomes of this study suggest that suitable control measures, such as BCG vaccinations, schemes for improving mental health/stress reduction, and improved access to healthcare in rural areas should be implemented to address each of the key factors identified.
KW - risk factors
KW - logistic regression
KW - tuberculosis
UR - https://journalpublishingguide.vu.nl/WebQuery/vubrowser/8518
U2 - 10.1017/S0021932020000395
DO - 10.1017/S0021932020000395
M3 - Article
SN - 0021-9320
JO - Journal of Biosocial Science
JF - Journal of Biosocial Science
ER -