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Maternal smoking during pregnancy and birthweight - A propensity score matching approach

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Abstract

There is accumulated evidence of the existence of a deleterious effect of smoking on birth outcomes. Understanding the effect of smoking on pregnancy is a critical issue because of the public policy implications for dissuading maternal smoking. We explore this issue by using the propensity score method and compare that with parametric estimators. First we estimate the treatment effect of smoking during pregnancy on different birth outcomes. Then, we extend the method to the case of the multi-treatment "intensity of smoking". The deleterious effect of smoking is found robust to the different estimation methods used.

Suggested Citation

  • Paula Veiga & Ronald P. Wilder, 2006. "Maternal smoking during pregnancy and birthweight - A propensity score matching approach," NIMA Working Papers 32, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    • Handle: RePEc:nim:nimawp:32/2006
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    Cited by:

    1. Sokbae Lee & Ryo Okui & Yoon†Jae Whang, 2017. "Doubly robust uniform confidence band for the conditional average treatment effect function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(7), pages 1207-1225, November.
    2. Ana I. Balsa & Patricia Triunfo, 2012. "The Effectiveness of Prenatal Care in a Low Income Population: A Panel Data Approach," Documentos de Trabajo/Working Papers 1204, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
    3. Anabela Botelho & Ligia Costa Pinto, 2002. "Hypothetical, real, and predicted real willingness to pay in open-ended surveys: experimental results," Applied Economics Letters, Taylor & Francis Journals, vol. 9(15), pages 993-996.
    4. Alzúa, María Laura & Katzkowicz, Noemí, 2021. "Pay for performance for prenatal care and newborn health: Evidence from a developing country," World Development, Elsevier, vol. 141(C).
    5. Jason Abrevaya & Yu-Chin Hsu & Robert P. Lieli, 2015. "Estimating Conditional Average Treatment Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 485-505, October.
    6. Aslan Zorlu & Joop Hartog, 2005. "The effect of immigration on wages in three european countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(1), pages 113-151, December.
    7. Paulo Guimarães, 2002. "The state of Portuguese research in economics: an analysis based on publications in international journals," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(1), pages 3-25, March.
    8. Botelho, Anabela & Pinto, Ligia Costa, 2004. "Students' expectations of the economic returns to college education: results of a controlled experiment," Economics of Education Review, Elsevier, vol. 23(6), pages 645-653, December.
    9. Pinto, Ligia M. & Harrison, Glenn W., 2003. "Multilateral negotiations over climate change policy," Journal of Policy Modeling, Elsevier, vol. 25(9), pages 911-930, December.
    10. Anabela Botelho, 2001. "Strategic behavior at trial-The production, reporting, and evaluation of complex evidence," NIMA Working Papers 14, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    11. Joao Cerejeira da Silva, 2002. "Identification of the Portuguese industrial districts," NIMA Working Papers 17, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    12. Ana Inés Balsa & Patricia Triunfo, 2012. "¿Son los cuidados prenatales efectivos? Un enfoque con datos individuales de panel," Documentos de Trabajo (working papers) 0612, Department of Economics - dECON.
    13. Elvira Lima & Teresa J. Esquerdo, 2003. "The economic costs of alcohol misuse in Portugal," NIMA Working Papers 24, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    14. Pedro Portugal & Ana Rute Cardoso, 2001. "Disentangling the minimum wage puzzle: an analysis of job accessions and separations from a longitudinal matched employer- employee data set," NIMA Working Papers 9, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    15. Ana Rute Cardoso & Priscila Ferreira, 2009. "The dynamics of job creation and destruction for university graduates: why a rising unemployment rate can be misleading," Applied Economics, Taylor & Francis Journals, vol. 41(19), pages 2513-2521.
    16. Michael Zimmert & Michael Lechner, 2019. "Nonparametric estimation of causal heterogeneity under high-dimensional confounding," Papers 1908.08779, arXiv.org.
    17. Elvira Lima & David K. Whynes, 2003. "Finance and performance of Portuguese hospitals," NIMA Working Papers 20, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    18. Zongwu Cai & Ying Fang & Ming Lin & Shengfang Tang, 2021. "Estimating Partially Conditional Quantile Treatment Effects," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202103, University of Kansas, Department of Economics, revised Jan 2021.
    19. Anabela Botelho & Lígia Costa Pinto & Miguel Portela & Antonio Silva, 2001. "The determinants of success in university entrance," NIMA Working Papers 13, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
    20. Zongwu Cai & Ying Fang & Ming Lin & Shengfang Tang, 2020. "Inferences for Partially Conditional Quantile Treatment Effect Model," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202005, University of Kansas, Department of Economics, revised Feb 2020.
    21. Daniel I. Rees & Joseph J. Sabia, 2011. "The Effect of Migraine Headache on Educational Attainment," Journal of Human Resources, University of Wisconsin Press, vol. 46(2), pages 317-332.
    22. Jeffrey E. Harris & Ana Inés Balsa & Patricia Triunfo, 2014. "Tobacco Control Campaign in Uruguay: Impact on Smoking Cessation during Pregnancy," NBER Working Papers 19878, National Bureau of Economic Research, Inc.
    23. Harris, Jeffrey E. & Balsa, Ana Inés & Triunfo, Patricia, 2015. "Tobacco control campaign in Uruguay: Impact on smoking cessation during pregnancy and birth weight," Journal of Health Economics, Elsevier, vol. 42(C), pages 186-196.
    24. Shengfang Tang & Zongwu Cai & Ying Fang & Ming Lin, 2020. "A New Quantile Treatment Effect Model for Studying Smoking Effect on Birth Weight During Mother's Pregnancy," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202003, University of Kansas, Department of Economics, revised Feb 2020.

    More about this item

    Keywords

    Smoking; birth outcomes; causal effects; propensity score and matching;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

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