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Using Partial Identification Methods to Estimate the Effect of Violence Against Women on Their Children’s Health Outcomes

Listed author(s):
  • Jorge M. Agüero

    (University of Connecticut)

Non-experimental studies evaluate the robustness of their treatment effects by exploring the sensitivity of their estimates to the inclusion of additional variables. However, recent papers have shown that such heuristic approaches are insufficient. Instead, partial identification methods have been proposed to bound non-experimental estimates. I use proportional selection relationships to estimate the relative size of the unobservables needed to eliminate the estimated effects. I apply this method to test the effects that violence against women has on the health outcomes of their children, a research area that lacks credible identification strategies. Also, to expand the external validity of my analysis, I use data from five standardized nationally representative household surveys in Latin America. Consistent with previous studies, OLS estimates show large negative associations between violence against women and an array of child health outcomes. However, when accounting for omitted variable bias, at best, two-thirds of the estimates remain robust and they are concentrated on the outcomes with the largest cross-sectional estimated impacts.

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Paper provided by University of Connecticut, Department of Economics in its series Working papers with number 2016-23.

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Length: 8 pages
Date of creation: Oct 2016
Handle: RePEc:uct:uconnp:2016-23
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  1. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
  2. Janet Currie & Tom Vogl, 2013. "Early-Life Health and Adult Circumstance in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 1-36, May.
  3. Rawlings, Samantha & Siddique, Zahra, 2014. "Domestic Abuse and Child Health," IZA Discussion Papers 8566, Institute for the Study of Labor (IZA).
  4. Jeni Klugman & Lucia Hanmer & Sarah Twigg & Tazeen Hasan & Jennifer McCleary-Sills & Julieth Santamaria, 2014. "Voice and Agency : Empowering Women and Girls for Shared Prosperity," World Bank Publications, The World Bank, number 19036, April.
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