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Estimating the causal effect of fertility on economic wellbeing: data requirements, identifying assumptions and estimation methods

Listed author(s):
  • Bruno Arpino

    ()

  • Arnstein Aassve

This article aims to answer to what extent fertility has a causal effect on households’ economic wellbeing—an issue that has received considerable interest in development studies and policy analysis. However, only recently has this literature begun to give importance to adequate modelling for estimation of causal effects. We discuss several strategies for causal inference, stressing that their validity must be judged on the assumptions we can plausibly formulate in a given application, which in turn depends on the richness of available data. We contrast methods relying on the unconfoundedness assumption, which include regressions and propensity score matching, with instrumental variable methods. This discussion has a general importance, representing a set of guidelines that are useful for choosing an appropriate strategy of analysis. The discussion is valid for both cross-sectional or panel data. Copyright Springer-Verlag 2013

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File URL: http://hdl.handle.net/10.1007/s00181-010-0356-9
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Article provided by Springer in its journal Empirical Economics.

Volume (Year): 44 (2013)
Issue (Month): 1 (February)
Pages: 355-385

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Handle: RePEc:spr:empeco:v:44:y:2013:i:1:p:355-385
DOI: 10.1007/s00181-010-0356-9
Contact details of provider: Web page: http://www.springer.com

Order Information: Web: http://www.springer.com/economics/econometrics/journal/181/PS2

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  1. Moav, Omer, 2001. "Cheap Children and the Persistence of Poverty," CEPR Discussion Papers 3059, C.E.P.R. Discussion Papers.
  2. Becker, Gary S & Lewis, H Gregg, 1973. "On the Interaction between the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 81(2), pages 279-288, Part II, .
  3. Joshua D. Angrist & William N. Evans, 1996. "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size," NBER Working Papers 5778, National Bureau of Economic Research, Inc.
  4. David Card & Alan B. Krueger, 1993. "Minimum Wages and Employment: A Case Study of the Fast Food Industry in New Jersey and Pennsylvania," NBER Working Papers 4509, National Bureau of Economic Research, Inc.
  5. Jeffrey Smith & Petra Todd, 2003. "Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators?," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20035, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
  6. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
  7. Angus Deaton & Salman Zaidi, 1999. "Guidelines for Constructing Consumption Aggregates For Welfare Analysis," Working Papers 217, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
  8. Ichino, Andrea & Mealli, Fabrizia & Nannicini, Tommaso, 2006. "From Temporary Help Jobs to Permanent Employment: What Can We Learn from Matching Estimators and their Sensitivity?," CEPR Discussion Papers 5736, C.E.P.R. Discussion Papers.
  9. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
  10. Alissa Goodman & Barbara Sianesi, 2005. "Early education and children's outcomes: low long do the impacts last?," Fiscal Studies, Institute for Fiscal Studies, vol. 26(4), pages 513-548, December.
  11. Assefa Admassie, 2002. "Explaining the High Incidence of Child Labour in Sub–Saharan Africa," African Development Review, African Development Bank, vol. 14(2), pages 251-275.
  12. Arnstein Aassve & Gianni Betti & Stefano Mazzuco & Letizia Mencarini, 2007. "Marital disruption and economic well-being: a comparative analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 170(3), pages 781-799.
  13. Glewwe, Paul & Gragnolati, Michele & Zaman, Hassan, 2002. "Who Gained from Vietnam's Boom in the 1990s?," Economic Development and Cultural Change, University of Chicago Press, vol. 50(4), pages 773-792, July.
  14. Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
  15. Ermisch, John F, 1989. "Purchased Child Care, Optimal Family Size and Mother's Employment: Theory and Econometric Analysis," Journal of Population Economics, Springer;European Society for Population Economics, vol. 2(2), pages 79-102.
  16. Christiaensen, Luc & Scott, Christopher & Wodon, Quentin, 2002. "Poverty Measurement and Analysis," MPRA Paper 45362, University Library of Munich, Germany.
  17. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
  18. Huan Nguyen-Dinh, 1997. "A socioeconomic analysis of the determinants of fertility: The case of Vietnam," Journal of Population Economics, Springer;European Society for Population Economics, vol. 10(3), pages 251-271.
  19. Jeffrey Smith, 2000. "A Critical Survey of Empirical Methods for Evaluating Active Labor Market Policies," UWO Department of Economics Working Papers 20006, University of Western Ontario, Department of Economics.
  20. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, 03.
  21. Douglas Staiger & James H. Stock, 1994. "Instrumental Variables Regression with Weak Instruments," NBER Technical Working Papers 0151, National Bureau of Economic Research, Inc.
  22. Guildo W. Imbens, 2003. "Sensitivity to Exogeneity Assumptions in Program Evaluation," American Economic Review, American Economic Association, vol. 93(2), pages 126-132, May.
  23. Tommaso Nannicini, 2006. "A Simulation-Based Sensitivity Analysis for Matching Estimators," North American Stata Users' Group Meetings 2006 6, Stata Users Group.
  24. Easterlin, Richard A. & Crimmins, Eileen M., 1985. "The Fertility Revolution," University of Chicago Press Economics Books, University of Chicago Press, edition 0, number 9780226180298.
  25. James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
  26. Manski, C.F., 1989. "Nonparametric Bounds On Treatment Effects," Working papers 8909, Wisconsin Madison - Social Systems.
  27. Willis, Robert J, 1973. "A New Approach to the Economic Theory of Fertility Behavior," Journal of Political Economy, University of Chicago Press, vol. 81(2), pages 14-64, Part II, .
  28. Aassve, Arnstein & Arpino, Bruno, 2008. "Estimation of causal effects of fertility on economic wellbeing: evidence from rural Vietnam," ISER Working Paper Series 2007-27, Institute for Social and Economic Research.
  29. Hyunbae Chun & Jeungil Oh, 2002. "An instrumental variable estimate of the effect of fertility on the labour force participation of married women," Applied Economics Letters, Taylor & Francis Journals, vol. 9(10), pages 631-634.
  30. Molini, Vasco, 2006. "Food Security in Vietnam during the 1990s: The Empirical Evidence," WIDER Working Paper Series 067, World Institute for Development Economic Research (UNU-WIDER).
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