IDEAS home Printed from https://ideas.repec.org/a/spr/jopoec/v31y2018i3d10.1007_s00148-017-0672-x.html
   My bibliography  Save this article

Informal search, bad search?: the effects of job search method on wages among rural migrants in urban China

Author

Listed:
  • Yuanyuan Chen

    (Shanghai University of Finance and Economics, Key Laboratory of Mathematical Economics (SUFE), Ministry of Education)

  • Le Wang

    (University of Oklahoma
    IZA)

  • Min Zhang

    (East China Normal University)

Abstract

The use of informal job search method is prevalent in many countries. There is, however, no consensus in the literature on whether it actually matters for wages, and if it does, what are the underlying mechanisms. We empirically examine these issues specifically for rural migrants in urban China, a country where one of the largest domestic migration in human history has occurred over the past decades. We find that there exists a significant wage penalty for those migrant workers who have conducted their search through informal channels, despite their popularity. Our further analysis suggests two potential reasons for the wage penalty: (1) the informal job search sends a negative signal (of workers’ inability to successfully find a job in a competitive market) to potential employers, resulting in lower wages, and (2) there exists a trade-off between wages and search efficiency for quicker entry into local labor market. We also find some evidence that the informal job search may lead to low-skilled jobs with lower wages. We do not find strong evidence supporting alternative explanations.

Suggested Citation

  • Yuanyuan Chen & Le Wang & Min Zhang, 2018. "Informal search, bad search?: the effects of job search method on wages among rural migrants in urban China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(3), pages 837-876, July.
  • Handle: RePEc:spr:jopoec:v:31:y:2018:i:3:d:10.1007_s00148-017-0672-x
    DOI: 10.1007/s00148-017-0672-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00148-017-0672-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00148-017-0672-x?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Alpaslan Akay & Corrado Giulietti & Juan Robalino & Klaus Zimmermann, 2014. "Remittances and well-being among rural-to-urban migrants in China," Review of Economics of the Household, Springer, vol. 12(3), pages 517-546, September.
    2. Démurger, Sylvie & Gurgand, Marc & Li, Shi & Yue, Ximing, 2009. "Migrants as second-class workers in urban China? A decomposition analysis," Journal of Comparative Economics, Elsevier, vol. 37(4), pages 610-628, December.
    3. Daniel L. Millimet & Rusty Tchernis, 2013. "Estimation Of Treatment Effects Without An Exclusion Restriction: With An Application To The Analysis Of The School Breakfast Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(6), pages 982-1017, September.
    4. Gustafsson,Björn A. & Shi,Li & Sicular,Terry (ed.), 2008. "Inequality and Public Policy in China," Cambridge Books, Cambridge University Press, number 9780521870450, October.
    5. Kugler, Adriana D., 2003. "Employee referrals and efficiency wages," Labour Economics, Elsevier, vol. 10(5), pages 531-556, October.
    6. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    7. Mortensen, D. T. & Vishwanath, T., 1995. "Personal contacts and earnings: It is who you know!," Labour Economics, Elsevier, vol. 2(1), pages 103-104, March.
    8. Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
    9. Yannis M. Ioannides & Linda Datcher Loury, 2004. "Job Information Networks, Neighborhood Effects, and Inequality," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1056-1093, December.
    10. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    11. 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.
    12. Wang, Le, 2012. "Economic transition and college premium in urban China," China Economic Review, Elsevier, vol. 23(2), pages 238-252.
    13. Alan de Brauw & John Giles, 2017. "Migrant Opportunity and the Educational Attainment of Youth in Rural China," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 272-311.
    14. Esfandiar Maasoumi & Daniel L. Millimet & Dipanwita Sarkar, 2009. "Who Benefits from Marriage?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 1-33, February.
    15. Hellerstein, Judith K. & Kutzbach, Mark J. & Neumark, David, 2014. "Do labor market networks have an important spatial dimension?," Journal of Urban Economics, Elsevier, vol. 79(C), pages 39-58.
    16. Antoninis, Manos, 2006. "The wage effects from the use of personal contacts as hiring channels," Journal of Economic Behavior & Organization, Elsevier, vol. 59(1), pages 133-146, January.
    17. Messinis, George, 2013. "Returns to education and urban-migrant wage differentials in China: IV quantile treatment effects," China Economic Review, Elsevier, vol. 26(C), pages 39-55.
    18. Ronald Coase & Ning Wang, 2012. "China in Transition," Palgrave Macmillan Books, in: How China Became Capitalist, chapter 2, pages 22-40, Palgrave Macmillan.
    19. Zhaopeng Frank Qu & Zhong Zhao, 2014. "Evolution of the Chinese rural-urban migrant labor market from 2002 to 2007," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 6(2), pages 316-334, April.
    20. Harvey, A C, 1976. "Estimating Regression Models with Multiplicative Heteroscedasticity," Econometrica, Econometric Society, vol. 44(3), pages 461-465, May.
    21. Zhang, Xiaobo & Li, Guo, 2003. "Does guanxi matter to nonfarm employment?," Journal of Comparative Economics, Elsevier, vol. 31(2), pages 315-331, June.
    22. Ravi Kanbur & Xiaobo Zhang, 2005. "Fifty Years of Regional Inequality in China: a Journey Through Central Planning, Reform, and Openness," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 87-106, February.
    23. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-990, October.
    24. Semih Tumen, 2016. "Informal versus formal search: Which yields better pay?," International Journal of Economic Theory, The International Society for Economic Theory, vol. 12(3), pages 257-277, September.
    25. Lídia Farré & Roger Klein & Francis Vella, 2013. "A parametric control function approach to estimating the returns to schooling in the absence of exclusion restrictions: an application to the NLSY," Empirical Economics, Springer, vol. 44(1), pages 111-133, February.
    26. Yuyu Chen & Ginger Zhe Jin & Yang Yue, 2024. "Peer Migration in China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 257-313, April.
    27. Michele Pellizzari, 2010. "Do Friends and Relatives Really Help in Getting a Good Job?," ILR Review, Cornell University, ILR School, vol. 63(3), pages 494-510, April.
    28. Daniel L. Millimet & Jayjit Roy, 2011. "Three New Empirical Tests of the Pollution Haven Hypothesis When Environmental Regulation is Endogenous," Working Papers 11-10, Department of Economics, Appalachian State University.
    29. Zaharieva, Anna, 2013. "Social welfare and wage inequality in search equilibrium with personal contacts," Labour Economics, Elsevier, vol. 23(C), pages 107-121.
    30. O'Regan Katherine M. & Quigley John M., 1993. "Family Networks and Youth Access to Jobs," Journal of Urban Economics, Elsevier, vol. 34(2), pages 230-248, September.
    31. Saloner, Garth, 1985. "Old Boy Networks as Screening Mechanisms," Journal of Labor Economics, University of Chicago Press, vol. 3(3), pages 255-267, July.
    32. William R. Johnson, 1978. "A Theory of Job Shopping," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(2), pages 261-277.
    33. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    34. Le Wang, 2013. "How Does Education Affect the Earnings Distribution in Urban China?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(3), pages 435-454, June.
    35. Dennis Tao Yang, 1999. "Urban-Biased Policies and Rising Income Inequality in China," American Economic Review, American Economic Association, vol. 89(2), pages 306-310, May.
    36. Mroz, Thomas A., 1999. "Discrete factor approximations in simultaneous equation models: Estimating the impact of a dummy endogenous variable on a continuous outcome," Journal of Econometrics, Elsevier, vol. 92(2), pages 233-274, October.
    37. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    38. Fang, Tony & Gunderson, Morley & Lin, Carl, 2016. "The use and impact of job search procedures by migrant workers in China," China Economic Review, Elsevier, vol. 37(C), pages 154-165.
    39. Marmaros, David & Sacerdote, Bruce, 2002. "Peer and social networks in job search," European Economic Review, Elsevier, vol. 46(4-5), pages 870-879, May.
    40. Holzer, Harry J, 1988. "Search Method Use by Unemployed Youth," Journal of Labor Economics, University of Chicago Press, vol. 6(1), pages 1-20, January.
    41. Kaivan Munshi, 2014. "Community Networks and the Process of Development," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 49-76, Fall.
    42. Meng, Xin & Zhang, Junsen, 2001. "The Two-Tier Labor Market in Urban China: Occupational Segregation and Wage Differentials between Urban Residents and Rural Migrants in Shanghai," Journal of Comparative Economics, Elsevier, vol. 29(3), pages 485-504, September.
    43. Long, Wenjin & Appleton, Simon & Song, Lina, 2013. "Job Contact Networks and Wages of Rural-Urban Migrants in China," IZA Discussion Papers 7577, Institute of Labor Economics (IZA).
    44. Polachek,Solomon W. & Siebert,W. Stanley, 1993. "The Economics of Earnings," Cambridge Books, Cambridge University Press, number 9780521367288, October.
    45. Luigi Pistaferri, 1999. "Informal Networks in the Italian Labor Market," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 58(3-4), pages 355-375, December.
    46. Kam Wing Chan, 2010. "The Household Registration System and Migrant Labor in China: Notes on a Debate," Population and Development Review, The Population Council, Inc., vol. 36(2), pages 357-364, June.
    47. Linda Datcher Loury, 2006. "Some Contacts Are More Equal than Others: Informal Networks, Job Tenure, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 299-318, April.
    48. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 549-599.
    49. Yaohui Zhao, 2003. "The Role of Migrant Networks in Labor Migration: The Case of China," Contemporary Economic Policy, Western Economic Association International, vol. 21(4), pages 500-511, October.
    50. Simon, Curtis J & Warner, John T, 1992. "Matchmaker, Matchmaker: The Effect of Old Boy Networks on Job Match Quality, Earnings, and Tenure," Journal of Labor Economics, University of Chicago Press, vol. 10(3), pages 306-330, July.
    51. Peter Ebbes & Michel Wedel & Ulf Böckenholt, 2009. "Frugal IV alternatives to identify the parameter for an endogenous regressor," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(3), pages 446-468, April.
    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. Jin, Xin & Ma, Baojie & Zhang, Haifeng, 2023. "Impact of fast internet access on employment: Evidence from a broadband expansion in China," China Economic Review, Elsevier, vol. 81(C).
    2. Youze Lang & Youzhi Yang, 2024. "An Equilibrium Labor Market Model With Internal And External Referrals," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 65(2), pages 655-692, May.
    3. Yuanyuan Chen & Zichen Deng, 2019. "Liquidity Constraint Shock, Job Search and Post Match Quality—Evidence from Rural-to-Urban Migrants in China," Journal of Labor Research, Springer, vol. 40(3), pages 332-355, September.
    4. Yunsen Li & Yunlu Li & Gang Chen & Jing Yang, 2024. "Being an only child and children’s prosocial behaviors: evidence from rural China and the role of parenting styles," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    5. Huang, Lulu & Zhang, Yuan & Zuo, Congmin, 2023. "City size and the employment of female migrant workers in the service sector: Evidence from urban China," China Economic Review, Elsevier, vol. 82(C).
    6. Wang, Chuhong & Akgüҫ, Mehtap & Liu, Xingfei & Tani, Massimiliano, 2020. "Expropriation with hukou change and labour market outcomes in China," China Economic Review, Elsevier, vol. 60(C).
    7. Guo, Rufei & Zhang, Junsen & Zhou, Minghai, 2024. "The demography of the great migration in China," Journal of Development Economics, Elsevier, vol. 167(C).
    8. Semih Tumen & Belgi Turan, 2023. "The effect of fertility on female labor supply in a labor market with extensive informality," Empirical Economics, Springer, vol. 65(4), pages 1855-1894, October.
    9. Ren Lu & Qing Song & Ting Xia & Daguo Lv & Torger Reve & Ze Jian, 2021. "Unpacking the U‐shaped relationship between related variety and firm sales: Evidence from Japan," Papers in Regional Science, Wiley Blackwell, vol. 100(5), pages 1136-1157, October.
    10. Obbey Ahmed Elamin, 2018. "Impact of Informal Job-search on Wages for University Graduates in Egypt and Jordan," Working Papers 1272, Economic Research Forum, revised 19 Dec 2018.
    11. Tian, Xinping & Gong, Jinquan & Zhai, Zhe, 2022. "The effect of job displacement on labor market outcomes: Evidence from the Chinese state-owned enterprise reform," China Economic Review, Elsevier, vol. 72(C).
    12. Li, Yunsen & Yang, Haoran & Luo, Liang, 2021. "Poverty exposure and cognitive abilities of children in rural China: Causation and the roles of family investments," Children and Youth Services Review, Elsevier, vol. 121(C).

    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. Chen, Yuanyuan & Wang, Le & Zhang, Min, 2017. "Informal Search, Bad Search? The Effects of Job Search Method on Wages among Rural Migrants in Urban China," IZA Discussion Papers 11058, Institute of Labor Economics (IZA).
    2. Michele Mosca & Francesco Pastore, 2009. "Wage Effects of Recruitment Methods: The Case of the Italian Social Service Sector," AIEL Series in Labour Economics, in: Marco Musella & Sergio Destefanis (ed.), Paid and Unpaid Labour in the Social Economy. An International Perspective, edition 1, chapter 8, pages 115-141, AIEL - Associazione Italiana Economisti del Lavoro.
    3. Cappellari, Lorenzo & Tatsiramos, Konstantinos, 2015. "With a little help from my friends? Quality of social networks, job finding and job match quality," European Economic Review, Elsevier, vol. 78(C), pages 55-75.
    4. Semih Tumen, 2016. "Informal versus formal search: Which yields better pay?," International Journal of Economic Theory, The International Society for Economic Theory, vol. 12(3), pages 257-277, September.
    5. Stupnytska, Yuliia & Zaharieva, Anna, 2015. "Explaining U-shape of the referral hiring pattern in a search model with heterogeneous workers," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 211-233.
    6. Nicoletta Berardi, 2013. "Social networks and wages in Senegal’s labor market," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-26, December.
    7. Emanuela Ghignoni, 2016. "The ?great escape? from Italian Universities: Do labour market recruitment channels matter?," QUADERNI DI ECONOMIA DEL LAVORO, FrancoAngeli Editore, vol. 2016(106), pages 49-75.
    8. Samuel Bentolila & Claudio Michelacci & Javier Suarez, 2010. "Social Contacts and Occupational Choice," Economica, London School of Economics and Political Science, vol. 77(305), pages 20-45, January.
    9. Samuel Bentolila & Claudio Michelacci & Javier Suarez, 2010. "Social Contacts and Occupational Choice," Economica, London School of Economics and Political Science, vol. 77(305), pages 20-45, 01.
    10. Nakajima, Ryo & Tamura, Ryuichi & Hanaki, Nobuyuki, 2010. "The effect of collaboration network on inventors' job match, productivity and tenure," Labour Economics, Elsevier, vol. 17(4), pages 723-734, August.
    11. Emanuela Ghignoni, 2017. "Who do you know or what do you know? Informal recruitment channels, family background and university enrolments," Working Papers in Public Economics 179, University of Rome La Sapienza, Department of Economics and Law.
    12. Miguel A. Duran & Antonio J. Morales, 2014. "A Moral Hazard Approach to Wage Discounts under Informal Hiring," Scottish Journal of Political Economy, Scottish Economic Society, vol. 61(2), pages 119-128, May.
    13. Glitz, Albrecht, 2017. "Coworker networks in the labour market," Labour Economics, Elsevier, vol. 44(C), pages 218-230.
    14. Mano, Yukichi & Yamano, Takashi & Suzuki, Aya & Matsumoto, Tomoya, 2011. "Local and Personal Networks in Employment and the Development of Labor Markets: Evidence from the Cut Flower Industry in Ethiopia," World Development, Elsevier, vol. 39(10), pages 1760-1770.
    15. Michele Pellizzari, 2010. "Do Friends and Relatives Really Help in Getting a Good Job?," ILR Review, Cornell University, ILR School, vol. 63(3), pages 494-510, April.
    16. Fontaine, François, 2008. "Why are similar workers paid differently? the role of social networks," Journal of Economic Dynamics and Control, Elsevier, vol. 32(12), pages 3960-3977, December.
    17. Afridi, Farzana & Dhillon, Amrita, 2022. "Social Networks and the Labour Market," IZA Discussion Papers 15774, Institute of Labor Economics (IZA).
    18. Benjamin Lester & David A. Rivers & Giorgio Topa, 2021. "The Heterogeneous Impact of Referrals on Labor Market Outcomes," Working Papers 21-34, Federal Reserve Bank of Philadelphia.
    19. Christian Dustmann & Albrecht Glitz & Uta Schönberg & Herbert Brücker, 2016. "Referral-based Job Search Networks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 514-546.
    20. Meta Brown & Elizabeth Setren & Giorgio Topa, 2016. "Do Informal Referrals Lead to Better Matches? Evidence from a Firm's Employee Referral System," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 161-209.

    More about this item

    Keywords

    Social network; Rural-urban migrants; Wage; Search friction; Information asymmetry; Chinese economy;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • P2 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies
    • P5 - Political Economy and Comparative Economic Systems - - Comparative Economic Systems

    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:spr:jopoec:v:31:y:2018:i:3:d:10.1007_s00148-017-0672-x. 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.springer.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.