[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/ifs/ifsewp/10-20.html
   My bibliography  Save this paper

Empirically probing the quantity-quality model

Author

Listed:
  • Emla Fitzsimons

    (Institute for Fiscal Studies and University College London)

  • Bansi Malde

    (Institute for Fiscal Studies and University of Kent)

Abstract
This paper tests whether family size has a causal effect on girls' education in Mexico. It exploits son preference as the main source of random variation in the propensity to have more children, and estimates causal effects using instrumental variables. Overall, it finds no evidence of family size having an adverse effect on education, once the endogeneity of family size is accounted for. Results are robust to another commonly used instrument in this literature, the occurrence of twin births. A divisive concern throughout this literature is that the instruments are invalid, so that inferences including policy recommendations may be misleading. An important contribution of this paper is to allow for the possibility that the instruments are invalid and to provide an answer to the question of just how much the assumption of instrument exogeneity drives findings. It concludes that the assumption of exogeneity does not affect the results that much, and the effects of family size on girls' schooling remain extremely modest at most.

Suggested Citation

  • Emla Fitzsimons & Bansi Malde, 2010. "Empirically probing the quantity-quality model," IFS Working Papers W10/20, Institute for Fiscal Studies.
    • Handle: RePEc:ifs:ifsewp:10/20
    as

    Download full text from publisher

    File URL: http://www.ifs.org.uk/wps/wp1020.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kenneth I. Wolpin & Mark R. Rosenzweig, 2000. "Natural "Natural Experiments" in Economics," Journal of Economic Literature, American Economic Association, vol. 38(4), pages 827-874, December.
    2. Becker, Gary S & Tomes, Nigel, 1976. "Child Endowments and the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 143-162, August.
    3. Imbens, G. & Angrist, J.D., 1992. "Average Causal Response with Variable Treatment Intensity," Harvard Institute of Economic Research Working Papers 1611, Harvard - Institute of Economic Research.
    4. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2010. "Small Family, Smart Family? Family Size and the IQ Scores of Young Men," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
    5. Subramanian, Shankar & Deaton, Angus, 1996. "The Demand for Food and Calories," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 133-162, February.
    6. Aviv Nevo & Adam M. Rosen, 2012. "Identification With Imperfect Instruments," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 659-671, August.
    7. Hongbin Li & Junsen Zhang & Yi Zhu, 2008. "The quantity-Quality trade-Off of children In a developing country: Identification using chinese twins," Demography, Springer;Population Association of America (PAA), vol. 45(1), pages 223-243, February.
    8. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2011. "Older and Wiser? Birth Order and IQ of Young Men," CESifo Economic Studies, CESifo Group, vol. 57(1), pages 103-120, March.
    9. Angelucci, Manuela & De Giorgi, Giacomo & Rangel, Marcos A. & Rasul, Imran, 2010. "Family networks and school enrolment: Evidence from a randomized social experiment," Journal of Public Economics, Elsevier, vol. 94(3-4), pages 197-221, April.
    10. Daniel L. Millimet & Le Wang, 2011. "Is the Quantity-Quality Trade-Off a Trade-Off for All, None, or Some?," Economic Development and Cultural Change, University of Chicago Press, vol. 60(1), pages 155-195.
    11. Jungmin Lee, 2008. "Sibling size and investment in children’s education: an asian instrument," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(4), pages 855-875, October.
    12. Vladimir Ponczek & Andre Portela Souza, 2012. "New Evidence of the Causal Effect of Family Size on Child Quality in a Developing Country," Journal of Human Resources, University of Wisconsin Press, vol. 47(1), pages 64-106.
    13. Joshua D. Angrist, 2004. "Treatment effect heterogeneity in theory and practice," Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
    14. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    15. Rosenzweig, Mark R & Wolpin, Kenneth I, 1980. "Testing the Quantity-Quality Fertility Model: The Use of Twins as a Natural Experiment," Econometrica, Econometric Society, vol. 48(1), pages 227-240, January.
    16. Schultz, T. Paul, 2008. "Population Policies, Fertility, Women's Human Capital, and Child Quality," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 52, pages 3249-3303, Elsevier.
    17. Suzanne Duryea & Sebastian Galiani & Hugo Ñopo & Claudia Piras, 2007. "The Educational Gender Gap in Latin America and the Caribbean," Research Department Publications 4510, Inter-American Development Bank, Research Department.
    18. Suzanne Duryea & Sebastian Galiani & Hugo Ñopo & Claudia Piras, 2007. "The Educational Gender Gap in Latin America and the Caribbean," Research Department Publications 4510, Inter-American Development Bank, Research Department.
    19. Chiara Binelli & Orazio Attanasio, 2010. "Mexico in the 1990s: the Main Cross-Sectional Facts," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(1), pages 238-264, January.
    20. Angrist, Joshua D & Evans, William N, 1998. "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size," American Economic Review, American Economic Association, vol. 88(3), pages 450-477, June.
    21. Jim Airola & Chinhui Juhn, 2008. "Wage Inequality in Post-Reform Mexico," Journal of Income Distribution, Ad libros publications inc., vol. 17(1), pages 110-134, March.
    22. Jorg Stoye, 2009. "More on Confidence Intervals for Partially Identified Parameters," Econometrica, Econometric Society, vol. 77(4), pages 1299-1315, July.
    23. Manuela Angelucci & Giacomo de Giorgi & Imran Rasul & Marcos A. Rangel, 2010. "Insurance and Investment within Family Networks," Working Papers id:2649, eSocialSciences.
    24. Nancy Qian, 2009. "Quantity-Quality and the One Child Policy:The Only-Child Disadvantage in School Enrollment in Rural China," NBER Working Papers 14973, National Bureau of Economic Research, Inc.
    25. Gary S. Becker, 1960. "An Economic Analysis of Fertility," NBER Chapters, in: Demographic and Economic Change in Developed Countries, pages 209-240, National Bureau of Economic Research, Inc.
    26. Daniel Rosenblum, 2013. "The effect of fertility decisions on excess female mortality in India," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(1), pages 147-180, January.
    27. Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1994. "Endowments and the Allocation of Schooling in the Family and in the Marriage Market: The Twins Experiment," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1131-1174, December.
    28. Paul Schultz, T., 2004. "School subsidies for the poor: evaluating the Mexican Progresa poverty program," Journal of Development Economics, Elsevier, vol. 74(1), pages 199-250, June.
    29. Gordon B. Dahl & Enrico Moretti, 2008. "The Demand for Sons," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1085-1120.
    30. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "The More the Merrier? The Effect of Family Size and Birth Order on Children's Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 669-700.
    31. Gary S. Becker & H. Gregg Lewis, 1974. "Interaction between Quantity and Quality of Children," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 81-90, National Bureau of Economic Research, Inc.
    32. Xiaoyu Wu & Lixing Li, 2012. "Family size and maternal health: evidence from the One-Child policy in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(4), pages 1341-1364, October.
    33. Dalton Conley & Rebecca Glauber, 2006. "Parental Educational Investment and Children’s Academic Risk: Estimates of the Impact of Sibship Size and Birth Order from Exogenous Variation in Fertility," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
    34. Oster, Emily, 2009. "Does increased access increase equality? Gender and child health investments in India," Journal of Development Economics, Elsevier, vol. 89(1), pages 62-76, May.
    35. Chakravarty Abhishek, 2010. "Supply Shocks and Gender Bias in Child Health Investments: Evidence from the ICDS Programme in India," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-26, September.
    36. V. Bhaskar, 2011. "Sex Selection and Gender Balance," American Economic Journal: Microeconomics, American Economic Association, vol. 3(1), pages 214-244, February.
    37. Kristin F. Butcher & Anne Case, 1994. "The Effect of Sibling Sex Composition on Women's Education and Earnings," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 531-563.
    38. Behrman, Jere R & Sengupta, Piyali & Todd, Petra, 2005. "Progressing through PROGRESA: An Impact Assessment of a School Subsidy Experiment in Rural Mexico," Economic Development and Cultural Change, University of Chicago Press, vol. 54(1), pages 237-275, October.
    39. V. Bhaskar, 2011. "Corrigendum: Sex Selection and Gender Balance," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 252-253, May.
    40. Jorge M. Aguero & Mindy S. Marks, 2008. "Motherhood and Female Labor Force Participation: Evidence from Infertility Shocks," American Economic Review, American Economic Association, vol. 98(2), pages 500-504, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Damian Clarke, 2018. "Children And Their Parents: A Review Of Fertility And Causality," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 518-540, April.
    2. Vu, Linh Hoang & Tran, Tuyen Quang, 2021. "Sibship composition, birth order and education: Evidence from Vietnam," International Journal of Educational Development, Elsevier, vol. 85(C).
    3. Ea Hoppe Blaabæk & Mads Meier Jæger & Joseph Molitoris, 2020. "Family Size and Educational Attainment: Cousins, Contexts, and Compensation," European Journal of Population, Springer;European Association for Population Studies, vol. 36(3), pages 575-600, July.
    4. Adriana D. Kugler & Santosh Kumar, 2017. "Preference for Boys, Family Size, and Educational Attainment in India," Demography, Springer;Population Association of America (PAA), vol. 54(3), pages 835-859, June.
    5. Chen, Qihui, 2021. "Population policy, family size and child malnutrition in Vietnam – Testing the trade-off between child quantity and quality from a child nutrition perspective," Economics & Human Biology, Elsevier, vol. 41(C).
    6. Baez, Javier E., 2008. "Does More Mean Better? Sibling Sex Composition and the Link between Family Size and Children’s Quality," IZA Discussion Papers 3472, Institute of Labor Economics (IZA).
    7. Dasgupta, Kabir & Solomon, Keisha T., 2018. "Family size effects on childhood obesity: Evidence on the quantity-quality trade-off using the NLSY," Economics & Human Biology, Elsevier, vol. 29(C), pages 42-55.
    8. Zhong, Hai, 2014. "The effect of sibling size on children's health: a regression discontinuity design approach based on China's one-child policy," China Economic Review, Elsevier, vol. 31(C), pages 156-165.
    9. Azam Mehtabul & Hang Saing Chan, 2018. "Is There Really a Trade-Off? Family Size and Investment in Child Quality in India," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 18(1), pages 1-12, January.
    10. Joshua D. Angrist & Victor Lavy & Analia Schlosser, 2005. "New Evidence on the Causal Link Between the Quantity and Quality of Children," NBER Working Papers 11835, National Bureau of Economic Research, Inc.
    11. Li, Bingjing & Zhang, Hongliang, 2017. "Does population control lead to better child quality? Evidence from China’s one-child policy enforcement," Journal of Comparative Economics, Elsevier, vol. 45(2), pages 246-260.
    12. Christina J. Diaz & Jeremy E. Fiel, 2021. "When Size Matters: IV Estimates of Sibship Size on Educational Attainment in the U.S," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 40(6), pages 1195-1220, December.
    13. Guo, Rufei & Yi, Junjian & Zhang, Junsen, 2017. "Family size, birth order, and tests of the quantity–quality model," Journal of Comparative Economics, Elsevier, vol. 45(2), pages 219-224.
    14. Chen, Qihui, 2017. "Relaxed population policy, family size and parental investments in children’s education in rural Northwestern China," International Journal of Educational Development, Elsevier, vol. 54(C), pages 39-50.
    15. Oliveira, Jaqueline, 2016. "The value of children: Inter-generational support, fertility, and human capital," Journal of Development Economics, Elsevier, vol. 120(C), pages 1-16.
    16. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2010. "Small Family, Smart Family? Family Size and the IQ Scores of Young Men," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
    17. Fernihough, Alan, 2017. "Less is More? The child quantity-quality trade-off in early 20th century England and Wales," QUCEH Working Paper Series 2017-07, Queen's University Belfast, Queen's University Centre for Economic History.
    18. Jaqueline Oliveira, 2019. "Birth order and the gender gap in educational attainment," Review of Economics of the Household, Springer, vol. 17(3), pages 775-803, September.
    19. Daniel L. Millimet & Le Wang, 2011. "Is the Quantity-Quality Trade-Off a Trade-Off for All, None, or Some?," Economic Development and Cultural Change, University of Chicago Press, vol. 60(1), pages 155-195.
    20. Joshua Angrist & Victor Lavy & Analia Schlosser, 2010. "Multiple Experiments for the Causal Link between the Quantity and Quality of Children," Journal of Labor Economics, University of Chicago Press, vol. 28(4), pages 773-824, October.

    More about this item

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ifs:ifsewp:10/20. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Emma Hyman (email available below). General contact details of provider: https://edirc.repec.org/data/ifsssuk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.