Literature DB >> 24836844

Does poverty reduce mental health? An instrumental variable analysis.

Wulung Hanandita1, Gindo Tampubolon2.   

Abstract

That poverty and mental health are negatively associated in developing countries is well known among epidemiologists. Whether the relationship is causal or associational, however, remains an open question. This paper aims to estimate the causal effect of poverty on mental health by exploiting a natural experiment induced by weather variability across 440 districts in Indonesia (N = 577,548). Precipitation anomaly in two climatological seasons is used as an instrument for poverty status, which is measured using per capita household consumption expenditure. Results of an instrumental variable estimation suggest that poverty causes poor mental health: halving one's consumption expenditure raises the probability of suffering mental illness by 0.06 point; in terms of elasticity, a 1% decrease in consumption brings about 0.62% more symptoms of common mental disorders. This poverty effect is approximately five times stronger than that obtained prior to instrumenting and is robust to alternative distributional assumption, model specification, sample stratification and estimation technique. An individual's mental health is also negatively correlated with district income inequality, suggesting that income distribution may have a significant influence upon mental health over and above the effect of poverty. The findings imply that mental health can be improved not only by influencing individuals' health knowledge and behaviour but also by implementing a more equitable economic policy.
Copyright © 2014 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Control function; Indonesia; Instrumental variable; Mental health; Poverty; Precipitation anomaly; Weather; gmm

Mesh:

Year:  2014        PMID: 24836844     DOI: 10.1016/j.socscimed.2014.05.005

Source DB:  PubMed          Journal:  Soc Sci Med        ISSN: 0277-9536            Impact factor:   4.634


  16 in total

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Authors:  Patrick J Hammett; Harry A Lando; Darin J Erickson; Rachel Widome; Brent C Taylor; David Nelson; Sandra J Japuntich; Steven S Fu
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2.  Nocturnal sleep problems among university students from 26 countries.

Authors:  Karl Peltzer; Supa Pengpid
Journal:  Sleep Breath       Date:  2014-07-14       Impact factor: 2.816

3.  Deprivation is associated with worse physical and mental health beyond income poverty: a population-based household survey among Chinese adults.

Authors:  Roger Yat-Nork Chung; Gary Ka-Ki Chung; David Gordon; Samuel Yeung-Shan Wong; Dicken Chan; Maggie Ka-Wai Lau; Vera Mun-Yu Tang; Hung Wong
Journal:  Qual Life Res       Date:  2018-05-14       Impact factor: 4.147

4.  Are Lowered Socioeconomic Circumstances Causally Related to Tooth Loss? A Natural Experiment Involving the 2011 Great East Japan Earthquake.

Authors:  Yusuke Matsuyama; Jun Aida; Toru Tsuboya; Hiroyuki Hikichi; Katsunori Kondo; Ichiro Kawachi; Ken Osaka
Journal:  Am J Epidemiol       Date:  2017-07-01       Impact factor: 4.897

5.  Quantifying causality in data science with quasi-experiments.

Authors:  Tony Liu; Lyle Ungar; Konrad Kording
Journal:  Nat Comput Sci       Date:  2021-01-14

6.  Motherhood and the "Madness of Hunger": "...Want Almal Vra vir My vir 'n Stukkie Brood" ("...Because Everyone Asks Me for a Little Piece of Bread").

Authors:  Lou-Marié Kruger; Marleen Lourens
Journal:  Cult Med Psychiatry       Date:  2016-03

7.  Assessment of health level and socio-economic characteristics of people working in the shipbuilding industry: a control group study.

Authors:  Agoritsa Koulouri; Zoe Roupa; Pavlos Sarafis; Chryssi Hatzoglou; Konstantinos Gourgoulianis
Journal:  Glob J Health Sci       Date:  2014-10-09

Review 8.  Evaluating the Health Impact of Large-Scale Public Policy Changes: Classical and Novel Approaches.

Authors:  Sanjay Basu; Ankita Meghani; Arjumand Siddiqi
Journal:  Annu Rev Public Health       Date:  2017-03-20       Impact factor: 21.981

9.  Relative wealth, subjective social status, and their associations with depression: Cross-sectional, population-based study in rural Uganda.

Authors:  Meghan L Smith; Bernard Kakuhikire; Charles Baguma; Justin D Rasmussen; Jessica M Perkins; Christine Cooper-Vince; Atheendar S Venkataramani; Scholastic Ashaba; David R Bangsberg; Alexander C Tsai
Journal:  SSM Popul Health       Date:  2019-07-07

10.  Poverty and health-related quality of life: a cross-sectional study in rural China.

Authors:  Zhong Li; Liang Zhang
Journal:  Health Qual Life Outcomes       Date:  2020-05-26       Impact factor: 3.186

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