IDEAS home Printed from https://ideas.repec.org/a/eee/asieco/v72y2021ics104900782030141x.html
   My bibliography  Save this article

The impact of parental migration on non-cognitive abilities of left behind children in northwestern China

Author

Listed:
  • Liu, Han
  • Chang, Fang
  • Corn, Hannah
  • Zhang, Yi
  • Shi, Yaojiang

Abstract

Despite the vast literature surrounding various aspects of left behind children (LBC)’s development in China, very few studies have examined the development of, and impact on their non-cognitive abilities as a result of parental migration. Using survey data consisting of 5002 eighth graders from 160 middle schools in northwestern China, this paper investigates how parental migration affects children’s non-cognitive abilities, as is measured by Big Five components of conscientiousness, extraversion, neuroticism, agreeableness, and openness, as well as children’s grit. We narrow our analysis to long run and short run migration subsamples and use the propensity score matching method to address the potential selection bias issue. Our results show that mother’s migration is particularly harmful to the development of children’s non-cognitive abilities, as mother is usually the primary caregiver and mother’s migration makes less economic contribution to the family. In the long run, LBC with migrant mother tend to have lower levels of conscientiousness and grit; they also have higher level of neuroticism (or lower level of emotional stability). In the short run, when mother migrates, children tend to have lower levels of conscientiousness, agreeableness and openness.

Suggested Citation

  • Liu, Han & Chang, Fang & Corn, Hannah & Zhang, Yi & Shi, Yaojiang, 2021. "The impact of parental migration on non-cognitive abilities of left behind children in northwestern China," Journal of Asian Economics, Elsevier, vol. 72(C).
  • Handle: RePEc:eee:asieco:v:72:y:2021:i:c:s104900782030141x
    DOI: 10.1016/j.asieco.2020.101261
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S104900782030141X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.asieco.2020.101261?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. Francisca M. Antman, 2013. "The impact of migration on family left behind," Chapters, in: Amelie F. Constant & Klaus F. Zimmermann (ed.), International Handbook on the Economics of Migration, chapter 16, pages 293-308, Edward Elgar Publishing.
    2. repec:mpr:mprres:5086 is not listed on IDEAS
    3. Liu, Z. & Li, X. & Ge, X., 2009. "Left too early: The effects of age at separation from parents on Chinese rural children's symptoms of anxiety and depression," American Journal of Public Health, American Public Health Association, vol. 99(11), pages 2049-2054.
    4. Del Boca, Daniela & Piazzalunga, Daniela & Pronzato, Chiara D., 2014. "Early Child Care and Child Outcomes: The Role of Grandparents," IZA Discussion Papers 8565, Institute of Labor Economics (IZA).
    5. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    6. Christopher Blattman & Julian C. Jamison & Margaret Sheridan, 2017. "Reducing Crime and Violence: Experimental Evidence from Cognitive Behavioral Therapy in Liberia," American Economic Review, American Economic Association, vol. 107(4), pages 1165-1206, April.
    7. Mario Fiorini & Michael P. Keane, 2014. "How the Allocation of Children's Time Affects Cognitive and Noncognitive Development," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 787-836.
    8. Zhao, Yaohui, 1999. "Labor Migration and Earnings Differences: The Case of Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 47(4), pages 767-782, July.
    9. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    10. Chang, Fang & Jiang, Yuxi & Loyalka, Prashant & Chu, James & Shi, Yaojiang & Osborn, Annie & Rozelle, Scott, 2019. "Parental migration, educational achievement, and mental health of junior high school students in rural China," China Economic Review, Elsevier, vol. 54(C), pages 337-349.
    11. 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.
    12. Jia Wu & Junsen Zhang, 2017. "The Effect of Parental Absence on Child Development in Rural China," Asian Economic Policy Review, Japan Center for Economic Research, vol. 12(1), pages 117-134, January.
    13. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    14. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    15. Yu Bai & Linxiu Zhang & Chengfang Liu & Yaojiang Shi & Di Mo & Scott Rozelle, 2018. "Effect of Parental Migration on the Academic Performance of Left Behind Children in North Western China," Journal of Development Studies, Taylor & Francis Journals, vol. 54(7), pages 1154-1170, July.
    16. David McKenzie & Hillel Rapoport, 2011. "Can migration reduce educational attainment? Evidence from Mexico," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(4), pages 1331-1358, October.
    17. Brunello, Giorgio & Schlotter, Martin, 2011. "Non Cognitive Skills and Personality Traits: Labour Market Relevance and their Development in Education & Training Systems," IZA Discussion Papers 5743, Institute of Labor Economics (IZA).
    18. Eric I. Knudsen & James J. Heckman & Judy L. Cameron & Jack P. Shonkoff, 2006. "Economic, Neurobiological and Behavioral Perspectives on Building America's Future Workforce," NBER Working Papers 12298, National Bureau of Economic Research, Inc.
    19. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    20. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    21. Deng, Lanfang & Tong, Tingting, 2020. "Parenting style and the development of noncognitive ability in children," China Economic Review, Elsevier, vol. 62(C).
    22. James Heckman & Tim Kautz, 2013. "Fostering and Measuring Skills: Interventions That Improve Character and Cognition," Working Papers 2013-019, Human Capital and Economic Opportunity Working Group.
    23. Jonas Radl & Leire Salazar & Héctor Cebolla-Boado, 2017. "Does Living in a Fatherless Household Compromise Educational Success? A Comparative Study of Cognitive and Non-cognitive Skills," European Journal of Population, Springer;European Association for Population Studies, vol. 33(2), pages 217-242, May.
    24. Xinxin Chen & Qiuqiong Huang & Scott Rozelle & Yaojiang Shi & Linxiu Zhang, 2009. "Effect of Migration on Children's Educational Performance in Rural China," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 51(3), pages 323-343, September.
    25. Jie Gong & Yi Lu & Hong Song, 2018. "The Effect of Teacher Gender on Students’ Academic and Noncognitive Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 36(3), pages 743-778.
    26. Zhang, Hongliang & Behrman, Jere R. & Fan, C. Simon & Wei, Xiangdong & Zhang, Junsen, 2014. "Does parental absence reduce cognitive achievements? Evidence from rural China," Journal of Development Economics, Elsevier, vol. 111(C), pages 181-195.
    27. Goldsmith, Arthur H & Veum, Jonathan R & Darity, William, Jr, 1997. "The Impact of Psychological and Human Capital on Wages," Economic Inquiry, Western Economic Association International, vol. 35(4), pages 815-829, October.
    28. Wen, Ming & Su, Shaobing & Li, Xiaoming & Lin, Danhua, 2015. "Positive youth development in rural China: The role of parental migration," Social Science & Medicine, Elsevier, vol. 132(C), pages 261-269.
    29. Eric Knudsen & James J. Heckman & Judy Cameron & Jack P. Shonkoff, 2006. "Economic, Neurobiological and Behavioral Perspectives on Building America’s Future Workforce," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 7(3), pages 17-41, July.
    30. Pedro Carneiro & Claire Crawford & Alissa Goodman, 2007. "The Impact of Early Cognitive and Non-Cognitive Skills on Later Outcomes," CEE Discussion Papers 0092, Centre for the Economics of Education, LSE.
    31. Sianesi, Barbara, 2001. "An evaluation of the active labour market programmes in Sweden," Working Paper Series 2001:5, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    32. Yona Rubinstein & James J. Heckman, 2001. "The Importance of Noncognitive Skills: Lessons from the GED Testing Program," American Economic Review, American Economic Association, vol. 91(2), pages 145-149, May.
    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. Zhou, Yexin & Chen, Siwei & Chen, Yefeng & Vollan, Björn, 2022. "Does parental migration impede the development of the cooperative preferences in their left-behind children? Evidence from a large-scale field experiment in China," China Economic Review, Elsevier, vol. 74(C).
    2. Zheng, Xiaodong & Fang, Zuyi & Wang, Yajun & Fang, Xiangming, 2022. "When left-behind children become adults and parents: The long-term human capital consequences of parental absence in China," China Economic Review, Elsevier, vol. 74(C).
    3. Xu, Hui & Zhang, Zheyuan & Zhao, Zhong, 2023. "Parental socioeconomic status and children’s cognitive ability in China," Journal of Asian Economics, Elsevier, vol. 84(C).
    4. Chunhai Gao & Endale Tadesse & Sabika Khalid, 2022. "Word of Mouth from Left-Behind Children in Rural China: Exploring Their Psychological, Academic and Physical Well-being During COVID-19," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 15(5), pages 1719-1740, October.
    5. Tian, Zhihua & Tian, Yanfang & Shen, Liangping & Shao, Shuai, 2021. "The health effect of household cooking fuel choice in China: An urban-rural gap perspective," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    6. Liu, Han & Ackert, Lucy F. & Chang, Fang & Qi, Li & Shi, Yaojiang, 2021. "Social division, trust, and reciprocity among Chinese inmates," Research in Economics, Elsevier, vol. 75(3), pages 259-273.
    7. Babar Nawaz Abbasi & Zhimin Luo & Ali Sohail, 2023. "Effect of parental migration on the noncognitive abilities of left-behind school-going children in rural China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    8. Marcenaro-Gutierrez, O.D. & Lopez-Agudo, L.A. & Henriques, C.O., 2021. "Are soft skills conditioned by conflicting factors? A multiobjective programming approach to explore the trade-offs," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 18-40.
    9. Wang, Jianxin & Yuan, Caiyun & Zhang, Qian & Houser, Daniel, 2023. "Parents’ absence harms norm obedience of girls more than boys," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 17-29.

    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. Thiel, Hendrik & Thomsen, Stephan L., 2013. "Noncognitive skills in economics: Models, measurement, and empirical evidence," Research in Economics, Elsevier, vol. 67(2), pages 189-214.
    2. Lee, Sun Youn & Ohtake, Fumio, 2018. "Is being agreeable a key to success or failure in the labor market?," Journal of the Japanese and International Economies, Elsevier, vol. 49(C), pages 8-27.
    3. Zheng, Xiaodong & Fang, Zuyi & Wang, Yajun & Fang, Xiangming, 2022. "When left-behind children become adults and parents: The long-term human capital consequences of parental absence in China," China Economic Review, Elsevier, vol. 74(C).
    4. Babar Nawaz Abbasi & Zhimin Luo & Ali Sohail, 2023. "Effect of parental migration on the noncognitive abilities of left-behind school-going children in rural China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    5. Mendolia, Silvia & Walker, Ian, 2014. "The effect of personality traits on subject choice and performance in high school: Evidence from an English cohort," Economics of Education Review, Elsevier, vol. 43(C), pages 47-65.
    6. Edwards, Rebecca & Gibson, Rachael & Harmon, Colm & Schurer, Stefanie, 2022. "First-in-their-family students at university: Can non-cognitive skills compensate for social origin?," Economics of Education Review, Elsevier, vol. 91(C).
    7. Bai, Yu & Yang, Ning & Wang, Lei & Zhang, Siqi, 2022. "The impacts of maternal migration on the cognitive development of preschool-aged children left behind in rural China," World Development, Elsevier, vol. 158(C).
    8. Krishnan, Pramila & Krutikova, Sofya, 2013. "Non-cognitive skill formation in poor neighbourhoods of urban India," Labour Economics, Elsevier, vol. 24(C), pages 68-85.
    9. Fletcher, Jason M., 2013. "The effects of personality traits on adult labor market outcomes: Evidence from siblings," Journal of Economic Behavior & Organization, Elsevier, vol. 89(C), pages 122-135.
    10. Humphries, John Eric & Kosse, Fabian, 2017. "On the interpretation of non-cognitive skills – What is being measured and why it matters," Journal of Economic Behavior & Organization, Elsevier, vol. 136(C), pages 174-185.
    11. Ao, Xiang & Chen, Xuan & Zhao, Zhong, 2022. "Is care by grandparents or parents better for children's non-cognitive skills? Evidence on locus of control from China," China Economic Review, Elsevier, vol. 71(C).
    12. Delaney, Liam & Harmon, Colm & Ryan, Martin, 2013. "The role of noncognitive traits in undergraduate study behaviours," Economics of Education Review, Elsevier, vol. 32(C), pages 181-195.
    13. Gong, Xiaodong & Zhu, Rong, 2019. "Cognitive abilities, non-cognitive skills, and gambling behaviors," Journal of Economic Behavior & Organization, Elsevier, vol. 165(C), pages 51-69.
    14. Maria Cubel & Ana Nuevo‐Chiquero & Santiago Sanchez‐Pages & Marian Vidal‐Fernandez, 2016. "Do Personality Traits Affect Productivity? Evidence from the Laboratory," Economic Journal, Royal Economic Society, vol. 0(592), pages 654-681, May.
    15. Rice, Nigel & Robone, Silvana, 2022. "The effects of health shocks on risk preferences: Do personality traits matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 356-371.
    16. Bonacini, Luca & Gallo, Giovanni & Scicchitano, Sergio, 2021. "Sometimes you cannot make it on your own. How household background influences chances of success in Italy," GLO Discussion Paper Series 832, Global Labor Organization (GLO).
    17. Fletcher, Jason M. & Wolfe, Barbara, 2016. "The importance of family income in the formation and evolution of non-cognitive skills in childhood," Economics of Education Review, Elsevier, vol. 54(C), pages 143-154.
    18. Krishnakumar, Jaya & Nogales, Ricardo, 2020. "Education, skills and a good job: A multidimensional econometric analysis," World Development, Elsevier, vol. 128(C).
    19. Cheng, Ziyi & Chen, Xi, 2024. "Cognitive ability, the Big Five, and rural-to-urban migration in China," China Economic Review, Elsevier, vol. 84(C).
    20. Wang, Yao & Wang, Chunchao & Zhang, Rui, 2023. "Parental non-cognitive abilities and child mental health," Journal of Asian Economics, Elsevier, vol. 89(C).

    More about this item

    Keywords

    Left behind children; Non-cognitive ability; Parental migration; Big Five; Grit;
    All these keywords.

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

    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:eee:asieco:v:72:y:2021:i:c:s104900782030141x. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/asieco .

    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.