IDEAS home Printed from https://ideas.repec.org/a/pal/easeco/v46y2020i2d10.1057_s41302-019-00158-z.html
   My bibliography  Save this article

Chinese Hukou Policy and Rural-to-Urban Migrants’ Health: Evidence from Matching Methods

Author

Listed:
  • Marta Bengoa

    (City University of New York
    South African Research Chair in Industrial Development, University of Johannesburg
    CIRANO)

  • Christopher Rick

    (Syracuse University)

Abstract

Internal migration and the provision of social benefits in China are restricted by the institutional policy, commonly called hukou. Hukou status is mainly determined by place of origin. It creates a two-tier system that exacerbates inequality across Chinese households—rural versus urban hukou. We apply coarsened exact matching methods and propensity score models to estimate the impact of obtaining an urban hukou on rural-to-urban migrants’ health outcomes. Our results indicate that migrants with urban hukou maintain lower levels of blood pressure and are less likely to develop hypertension or nutritional conditions compared to rural hukou migrants. We do not find significant results on self-rated health. Our findings show that, in the short-medium term, there are differences in health that are prevalent for migrants with different hukous.

Suggested Citation

  • Marta Bengoa & Christopher Rick, 2020. "Chinese Hukou Policy and Rural-to-Urban Migrants’ Health: Evidence from Matching Methods," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 46(2), pages 224-259, April.
  • Handle: RePEc:pal:easeco:v:46:y:2020:i:2:d:10.1057_s41302-019-00158-z
    DOI: 10.1057/s41302-019-00158-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41302-019-00158-z
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41302-019-00158-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kim, Myoung-Hee & Kim, Chang-yup & Park, Jin-Kyung & Kawachi, Ichiro, 2008. "Is precarious employment damaging to self-rated health? Results of propensity score matching methods, using longitudinal data in South Korea," Social Science & Medicine, Elsevier, vol. 67(12), pages 1982-1994, December.
    2. Steven Glazerman & Dan M. Levy & David Myers, 2003. "Nonexperimental Versus Experimental Estimates of Earnings Impacts," The ANNALS of the American Academy of Political and Social Science, , vol. 589(1), pages 63-93, September.
    3. Tingting Liu & Hong Feng & Elizabeth Brandon, 2018. "Would you like to leave Beijing, Shanghai, or Shenzhen? An empirical analysis of migration effect in China," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-20, August.
    4. Elira Kuka, 2020. "Quantifying the Benefits of Social Insurance: Unemployment Insurance and Health," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 490-505, July.
    5. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    6. McKenzie, David & Sasin, Marcin J., 2007. "Migration, remittances, poverty, and human capital : conceptual and empirical challenges," Policy Research Working Paper Series 4272, The World Bank.
    7. Jay Pan & Xiaoyan Lei & Gordon G. Liu, 2016. "Health Insurance and Health Status: Exploring the Causal Effect from a Policy Intervention," Health Economics, John Wiley & Sons, Ltd., vol. 25(11), pages 1389-1402, November.
    8. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    9. Xiaohong Pan & Yingying Zhu & Qing Wang & Hui Zheng & Xin Chen & Jing Su & Zhihang Peng & Rongbin Yu & Ning Wang, 2013. "Prevalence of HIV, Syphilis, HCV and Their High Risk Behaviors among Migrant Workers in Eastern China," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-9, February.
    10. Noreen Goldman & Anne Pebley & Mathew Creighton & Graciela Teruel & Luis Rubalcava & Chang Chung, 2014. "The Consequences of Migration to the United States for Short-Term Changes in the Health of Mexican Immigrants," Demography, Springer;Population Association of America (PAA), vol. 51(4), pages 1159-1173, August.
    11. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    12. Akgüç, Mehtap & Liu, Xingfei & Tani, Massimiliano, 2014. "Expropriation with Hukou Change: Evidence from a Quasi-Natural Experiment," IZA Discussion Papers 8689, Institute of Labor Economics (IZA).
    13. Mehtap Akgüç & Corrado Giulietti & Klaus Zimmermann, 2014. "The RUMiC longitudinal survey: fostering research on labor markets in China," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-14, December.
    14. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    15. Richard Williams, 2006. "Generalized ordered logit/partial proportional odds models for ordinal dependent variables," Stata Journal, StataCorp LP, vol. 6(1), pages 58-82, March.
    16. 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.
    17. George J. Borjas, 2021. "Self-Selection and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 4, pages 69-91, World Scientific Publishing Co. Pte. Ltd..
    18. Xin Meng, 2012. "Labor Market Outcomes and Reforms in China," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 75-102, Fall.
    19. Cardella, Eric & Depew, Briggs, 2014. "The effect of health insurance coverage on the reported health of young adults," Economics Letters, Elsevier, vol. 124(3), pages 406-410.
    20. Anna Aizer & Shari Eli & Joseph Ferrie & Adriana Lleras-Muney, 2016. "The Long-Run Impact of Cash Transfers to Poor Families," American Economic Review, American Economic Association, vol. 106(4), pages 935-971, April.
    21. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    22. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    23. Xiaoyan Lei & Wanchuan Lin, 2009. "The New Cooperative Medical Scheme in rural China: does more coverage mean more service and better health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages 25-46, July.
    24. Lu, Yao & Qin, Lijian, 2014. "Healthy migrant and salmon bias hypotheses: A study of health and internal migration in China," Social Science & Medicine, Elsevier, vol. 102(C), pages 41-48.
    25. Massimiliano Tani, 2017. "Hukou Changes and Subjective Well-Being in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 132(1), pages 47-61, May.
    26. 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.
    27. Nadia Doytch & Dhaval M Dave & Inas Rashad Kelly, 2016. "Global Evidence on Obesity and Related Outcomes: An Overview of Prevalence, Trends, and Determinants," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 42(1), pages 7-28, January.
    28. repec:mpr:mprres:3694 is not listed on IDEAS
    29. Yang Song & Wenkai Sun, 2016. "Health Consequences of Rural‐to‐Urban Migration: Evidence from Panel Data in China," Health Economics, John Wiley & Sons, Ltd., vol. 25(10), pages 1252-1267, October.
    30. Bollini, Paola & Siem, Harald, 1995. "No real progress towards equity: Health of migrants and ethnic minorities on the eve of the year 2000," Social Science & Medicine, Elsevier, vol. 41(6), pages 819-828, September.
    31. Chen, Juan, 2011. "Internal migration and health: Re-examining the healthy migrant phenomenon in China," Social Science & Medicine, Elsevier, vol. 72(8), pages 1294-1301, April.
    32. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    33. Zhiming Cheng & Mark Wang & Junhua Chen (ed.), 2014. "Urban China in the New Era," Springer Books, Springer, edition 127, number 978-3-642-54227-5, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chen, Yuanyuan & Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2023. "Education and Migrant Health in China," Economic Modelling, Elsevier, vol. 121(C).
    2. Jason Hung & Mark Ramsden, 2021. "The Application of Human Capital Theory and Educational Signalling Theory to Explain Parental Influences on the Chinese Population’s Social Mobility Opportunities," Social Sciences, MDPI, vol. 10(10), pages 1-7, September.
    3. Jason Hung, 2022. "Hukou System Influencing the Structural, Institutional Inequalities in China: The Multifaceted Disadvantages Rural Hukou Holders Face," Social Sciences, MDPI, vol. 11(5), pages 1-18, April.

    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. Marta Bengoa & Christopher Rick, 2018. "The effect of Hukou registration policy on rural-to-urban migrants’ health," WIDER Working Paper Series 028, World Institute for Development Economic Research (UNU-WIDER).
    2. Lingguo Cheng & Hong Liu & Ye Zhang & Ke Shen & Yi Zeng, 2015. "The Impact of Health Insurance on Health Outcomes and Spending of the Elderly: Evidence from China's New Cooperative Medical Scheme," Health Economics, John Wiley & Sons, Ltd., vol. 24(6), pages 672-691, June.
    3. Hamid R. Oskorouchi & Alfonso Sousa-Poza & David E. Bloom, 2020. "The Long-Term Cognitive and Schooling Effects of Childhood Vaccinations in China," NBER Working Papers 27217, National Bureau of Economic Research, Inc.
    4. Ashok K. Mishra & Anjani Kumar & Pramod K. Joshi & Alwin D'Souza, 2018. "Cooperatives, contract farming, and farm size: The case of tomato producers in Nepal," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 865-886, October.
    5. Patrick Christian Feihle & Jochen Lawrenz, 2017. "The Issuance of German SME Bonds and its Impact on Operating Performance," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(3), pages 227-259, August.
    6. Andreas C. Drichoutis & Rodolfo M. Nayga, Jr. & Panagiotis Lazaridis, 2009. "Can Nutritional Label Use Influence Body Weight Outcomes?," Kyklos, Wiley Blackwell, vol. 62(4), pages 500-525, November.
    7. Duvendack, Maren & Palmer-Jones, Richard, 2011. "The microfinance of reproduction and the reproduction of microfinance: understanding the connections between microfinance, empowerment, contraception and fertility in Bangladesh in the 1990s," MPRA Paper 32384, University Library of Munich, Germany.
    8. Jones A.M & Rice N, 2009. "Econometric Evaluation of Health Policies," Health, Econometrics and Data Group (HEDG) Working Papers 09/09, HEDG, c/o Department of Economics, University of York.
    9. Tommaso Nannicini, 2007. "Simulation-based sensitivity analysis for matching estimators," Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
    10. Esaka, Taro, 2014. "Are consistent pegs really more prone to currency crises?," Journal of International Money and Finance, Elsevier, vol. 44(C), pages 136-163.
    11. Ayala, Luis & Rodríguez, Magdalena, 2013. "Health-related effects of welfare-to-work policies," Social Science & Medicine, Elsevier, vol. 93(C), pages 103-112.
    12. Bai, Jin & Li, Hua, 2024. "Effects of urban-rural medical insurance integration on health: Evidence from rural China," Journal of Asian Economics, Elsevier, vol. 92(C).
    13. Seonho Shin, 2022. "Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test," Journal of Labor Research, Springer, vol. 43(1), pages 103-133, March.
    14. Patrik Gustavsson Tingvall & Josefin Videnord, 2020. "Regional differences in effects of publicly sponsored R&D grants on SME performance," Small Business Economics, Springer, vol. 54(4), pages 951-969, April.
    15. Edgar Silva Quintero & José Alberto Molina & J. Ignacio Gimenez-Nadal, 2016. "How Forced Displacements Caused by a Violent Conflict Affect Wages in Colombia," Working Papers id:10876, eSocialSciences.
    16. Wright, Christopher, 2006. "Estimating the Effect of the Chesapeake Bay Program on Application Rates for Enrollment in the Environmental Quality Incentive Program: A Case Study of Pennsylvania," 2006 Annual meeting, July 23-26, Long Beach, CA 21164, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    17. Wendimu, Mengistu Assefa & Henningsen, Arne & Gibbon, Peter, 2016. "Sugarcane Outgrowers in Ethiopia: “Forced” to Remain Poor?," World Development, Elsevier, vol. 83(C), pages 84-97.
    18. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
    19. Esaka, Taro, 2013. "Evaluating the effect of de facto pegs on currency crises," Journal of Policy Modeling, Elsevier, vol. 35(6), pages 943-963.
    20. Taro Esaka & Shinji Takagi, 2013. "Testing the Effectiveness of Market-Based Controls: Evidence From the Experience of Japan With Short-Term Capital Flows in the 1970s," International Finance, Wiley Blackwell, vol. 16(1), pages 45-69, February.

    More about this item

    Keywords

    Internal migration; Hukou registration system; Health outcomes;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:pal:easeco:v:46:y:2020:i:2:d:10.1057_s41302-019-00158-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    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.