Siobhan K Yilmaz1, Alok K Bohara2. 1. Department of Economics, University of New Mexico, Albuquerque, NM, MSC 05 306087131, USA. yilmazsiobhan@gmail.com. 2. Department of Economics, University of New Mexico, Albuquerque, NM, MSC 05 306087131, USA.
Abstract
PURPOSE: There is economic importance to stimulating awareness about preventing adolescent suicide and other associated deleterious mental and behavioral health outcomes, especially the long-term costs from lost productivity. However, the presence of stigma and poor healthcare reporting systems which often prevent data access have frequently limited research into these topics in low-and-middle income (LMICs) countries. The majority of existing research on these topics using LMICs data primarily focuses on prevalence rates and basic correlational associations, and is often a-theoretic. Empirically rigorous work, mostly found using data from the developed world, has primarily relegated suicide into a box of utility-maximization-based decisions. Social integration theory may be a more relevant approach for researching the mitigating factors to deleterious heath behaviors among adolescents in LMICs. METHODS: Using data from the Global School-based Student Health Survey (GSHS) of six different countries, we estimate a reduced-form, simultaneous model incorporating specialized clustering to determine the influence of social integration on five different deleterious health outcomes, including three levels of suicidal behavior. RESULTS: Robust results indicate that positive parenting and social exclusion reduce and increase the likelihood of all outcomes, respectively, among both pooled and individual country samples. CONCLUSION: Such results provide an impetus for pursuing interventions in LMICs, which focus on social-based, multi-level approaches. Such interventions could include such elements as peer-to-peer training support and awareness/promotion of mental health among parents of adolescents.
PURPOSE: There is economic importance to stimulating awareness about preventing adolescent suicide and other associated deleterious mental and behavioral health outcomes, especially the long-term costs from lost productivity. However, the presence of stigma and poor healthcare reporting systems which often prevent data access have frequently limited research into these topics in low-and-middle income (LMICs) countries. The majority of existing research on these topics using LMICs data primarily focuses on prevalence rates and basic correlational associations, and is often a-theoretic. Empirically rigorous work, mostly found using data from the developed world, has primarily relegated suicide into a box of utility-maximization-based decisions. Social integration theory may be a more relevant approach for researching the mitigating factors to deleterious heath behaviors among adolescents in LMICs. METHODS: Using data from the Global School-based Student Health Survey (GSHS) of six different countries, we estimate a reduced-form, simultaneous model incorporating specialized clustering to determine the influence of social integration on five different deleterious health outcomes, including three levels of suicidal behavior. RESULTS: Robust results indicate that positive parenting and social exclusion reduce and increase the likelihood of all outcomes, respectively, among both pooled and individual country samples. CONCLUSION: Such results provide an impetus for pursuing interventions in LMICs, which focus on social-based, multi-level approaches. Such interventions could include such elements as peer-to-peer training support and awareness/promotion of mental health among parents of adolescents.
Keywords:
Cross-country; Design-weighting; Low-and-middle-income countries (LMIC); Multivariate probit; Social integration; Suicide
Authors: M Jordans; S Rathod; A Fekadu; G Medhin; F Kigozi; B Kohrt; N Luitel; I Petersen; R Shidhaye; J Ssebunnya; V Patel; C Lund Journal: Epidemiol Psychiatr Sci Date: 2017-02-16 Impact factor: 6.892
Authors: Laura Kann; Tim McManus; William A Harris; Shari L Shanklin; Katherine H Flint; Barbara Queen; Richard Lowry; David Chyen; Lisa Whittle; Jemekia Thornton; Connie Lim; Denise Bradford; Yoshimi Yamakawa; Michelle Leon; Nancy Brener; Kathleen A Ethier Journal: MMWR Surveill Summ Date: 2018-06-15