IDEAS home Printed from https://ideas.repec.org/a/spr/chinre/v16y2023i1d10.1007_s12187-022-09965-x.html
   My bibliography  Save this article

Left-behind experience and children’s multidimensional poverty: Evidence from rural China

Author

Listed:
  • Haiping Xu

    (Hainan University
    National Tropical Agricultural Development Research Center)

  • Qunyong Jiang

    (Hainan University
    Hainan University)

  • Chuqiao Zhang

    (Hainan University)

  • Shahzad Ahmad

    (Hainan University)

Abstract

Caring for left-behind children (LBC) in rural areas can provide reserve force for the construction of new countryside and help realize rural revitalization. Based on a sample from China Education Panel Survey (CEPS), this study captured rural children’s poverty by building a multidimensional poverty index system of five dimensions (right to subsistence, health, protection, development, and participation). Then explore the relationship between the left-behind experience (LBE) and multidimensional poverty of rural children. The finding revealed that LBE significantly increases the probability of children falling into multidimensional poverty. Specifically, compared to LBE with accompanying by a single parent and LBE during school, the negative impacts of LBE without accompanying by parents and LBE during pre-school are greater, respectively. Moreover, girls and the only-child with LBE are more likely to fall into multidimensional poverty. The study also found that, overall, the poverty incidence of rural children’s right to development is the highest among the five dimensions, as well as the multidimensional poverty contribution rate of the right to participation. The multidimensional poverty index ( $$MPI$$ ), the multidimensional poverty incidence ( $$H$$ ), the multidimensional poverty intensity ( $$A$$ ), the contribution rates of the right to subsistence, protection, and participation of children with LBE in rural areas are higher than those of children without LBE respectively. This study contributes to a better understanding of the multidimensional poverty of rural children in China and provides a valuable direction for alleviating multidimensional poverty from the perspective of LBE. Meanwhile, these findings are conducive to raising the attention of families and governments to LBC in rural areas and ensuring the welfare of rural children.

Suggested Citation

  • Haiping Xu & Qunyong Jiang & Chuqiao Zhang & Shahzad Ahmad, 2023. "Left-behind experience and children’s multidimensional poverty: Evidence from rural China," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(1), pages 199-225, February.
  • Handle: RePEc:spr:chinre:v:16:y:2023:i:1:d:10.1007_s12187-022-09965-x
    DOI: 10.1007/s12187-022-09965-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12187-022-09965-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/s12187-022-09965-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. Marion Leturcq & Lidia Panico, 2019. "The Long-Term Effects of Parental Separation on Childhood Multidimensional Deprivation: A Lifecourse Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(2), pages 921-954, July.
    2. Keetie Roelen & Franziska Gassmann & Chris Neubourg, 2010. "Child Poverty in Vietnam: Providing Insights Using a Country-Specific and Multidimensional Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 98(1), pages 129-145, August.
    3. Chad Meyerhoefer & C. Chen, 2011. "The effect of parental labor migration on children’s educational progress in rural china," Review of Economics of the Household, Springer, vol. 9(3), pages 379-396, September.
    4. Sylvie Démurger & Hui Xu, 2015. "Left-behind children and return migration in China," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-21, December.
    5. Jianbo Liu & Xiaodong Zheng & Marie Parker & Xiangming Fang, 2020. "Childhood Left-Behind Experience and Employment Quality of New-Generation Migrants in China," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(4), pages 691-718, August.
    6. Monica Pinilla-Roncancio & Amy E. Ritterbusch & Sharon Sanchez-Franco & Catalina González-Uribe & Sandra García-Jaramillo, 2021. "Conceptual Debates on Poverty Measurement: The Use of Qualitative Expert Consultation to Guide Methodological Decision-making in Designing a Multidimensional Child-Poverty Measure," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(6), pages 2449-2469, December.
    7. Yekaterina Chzhen & Zlata Bruckauf & Emilia Toczydlowska & Frank J. Elgar & Concepcion Moreno-Maldonado & Gonneke W.J.M. Stevens & Dagmar Sigmundová & Geneviève Gariépy, 2018. "Multidimensional Poverty Among Adolescents in 38 Countries: Evidence from the Health Behaviour in School-aged Children (HBSC) 2013/14 Study," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 11(3), pages 729-753, June.
    8. Marisa von Fintel, 2021. "Chronic Child Poverty and Health Outcomes in South Africa Using a Multidimensional Poverty Measure," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(4), pages 1571-1596, August.
    9. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    10. Kristi Mahrt & Andrea Rossi & Vincenzo Salvucci & Finn Tarp, 2020. "Multidimensional Poverty of Children in Mozambique," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(5), pages 1675-1700, October.
    11. Mario Biggeri & Lucia Ferrone, 2021. "Measuring Child Multidimensional Deprivation: A Sustainability Perspective," Sustainability, MDPI, vol. 13(7), pages 1-19, April.
    12. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
    13. Ilaria Benedetti & Gianni Betti & Federico Crescenzi, 2020. "Measuring Child Poverty and Its Uncertainty: A Case Study of 33 European Countries," Sustainability, MDPI, vol. 12(19), pages 1-12, October.
    14. Anthony Shuko Musiwa, 2020. "Extent and Depth of Child Poverty and Deprivation in Zimbabwe: a Multidimensional Deprivation Approach," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(3), pages 885-915, June.
    15. Michael Lokshin & Zurab Sajaia, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LP, vol. 4(3), pages 282-289, September.
    16. Kristi Mahrt & Andrea Rossi & Vincenzo Salvucci & Finn Tarp, 2020. "Correction to: Multidimensional Poverty of Children in Mozambique," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(5), pages 1701-1702, October.
    17. 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.
    18. Musiwa, Anthony Shuko, 2019. "Multidimensional child poverty in Zimbabwe: Extent, risk patterns and implications for policy, practice and research," Children and Youth Services Review, Elsevier, vol. 104(C), pages 1-1.
    19. 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.
    20. Lidan Lyu & Yu Chen, 2019. "Parental migration and young migrants’ wages in urban China: An exploratory analysis," Urban Studies, Urban Studies Journal Limited, vol. 56(10), pages 1968-1987, August.
    21. Wang, Haining & Cheng, Zhiming & Zhe Wang, Ben & Chen, Yuanyuan, 2021. "Childhood left-behind experience and labour market outcomes in China," Journal of Business Research, Elsevier, vol. 132(C), pages 196-207.
    22. Dong, Xiao-Yuan, 1996. "Two-tier land tenure system and sustained economic growth in post-1978 rural China," World Development, Elsevier, vol. 24(5), pages 915-928, May.
    23. Keetie Roelen, 2017. "Monetary and Multidimensional Child Poverty: A Contradiction in Terms?," Development and Change, International Institute of Social Studies, vol. 48(3), pages 502-533, May.
    24. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    25. Mónica Pinilla-Roncancio & Sandra García-Jaramillo & Ana Lorena Carrero & Catalina González-Uribe & Amy Ritterbusch, 2020. "Child vs. Household MPIs in Colombia: Do they Identify the Same Children as Multidimensionally Poor?," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(3), pages 777-799, June.
    26. Maryam Abdu & Enrique Delamonica, 2018. "Multidimensional Child Poverty: From Complex Weighting to Simple Representation," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(3), pages 881-905, April.
    27. Leu, Chao-Hsien & Chen, Ke-Mei & Chen, Hsiu-Hui, 2016. "A multidimensional approach to child poverty in Taiwan," Children and Youth Services Review, Elsevier, vol. 66(C), pages 35-44.
    28. Jean-Francois Trani & Mario Biggeri & Vincenzo Mauro, 2013. "The Multidimensionality of Child Poverty: Evidence from Afghanistan," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 391-416, June.
    29. Di Qi & Yichao Wu, 2019. "Comparing the Extent and Levels of Child Poverty by the Income and Multidimensional Deprivation Approach in China," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 12(2), pages 627-645, April.
    30. Zhang, Chunyang & Yang, Xiujie & Xu, Wei, 2021. "Parenting style and aggression in Chinese undergraduates with left-behind experience: The mediating role of inferiority," Children and Youth Services Review, Elsevier, vol. 126(C).
    31. William M. Fonta & Sylvain F. Nkwenkeu & Mukesh Lath & Amelie Hollebecque & Boukari Ouedraogo & Seidi Sirajo, 2019. "Multidimensional Poverty Assessment among Adolescent Children in the Mouhoun Region of Burkina Faso, West Africa," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 12(4), pages 1287-1318, August.
    32. Khaufelo Raymond Lekobane & Keetie Roelen, 2020. "Leaving No One Behind: Multidimensional Child Poverty in Botswana," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(6), pages 2003-2030, December.
    33. Lucia Ferrone & Yekaterina Chzhen, 2018. "How to Reach the Sustainable Development Goal 1.2? Simulating Different Strategies to Reduce Multidimensional Child Poverty in Two Middle-Income Countries," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 11(3), pages 711-728, June.
    34. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    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. Bojan Srbinoski & Blagica Petreski & Marjan Petreski, 2023. "Measurement of Multidimensional Child Poverty: Evidence from North Macedonia," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(1), pages 247-271, February.
    2. Binayak Kandapan & Jalandhar Pradhan & Itishree Pradhan, 2023. "An Individual-Specific Approach to Multidimensional Child Poverty in India: a Study of Regional Disparities," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(5), pages 2075-2105, October.
    3. Jakob Dirksen & Sabina Alkire, 2021. "Children and Multidimensional Poverty: Four Measurement Strategies," Sustainability, MDPI, vol. 13(16), pages 1-36, August.
    4. Getachew Yirga Belete, 2021. "Impacts of Social Protection Programmes on Children’s Resources and Wellbeing: Evidence from Ethiopia," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(2), pages 681-712, April.
    5. Zeina Jamaluddine & Gloria Safadi & Alexandra Irani & Nisreen Salti & Jad Chaaban & Sawsan Abdulrahim & Alban Thomas & Hala Ghattas, 2023. "Inequalities in Wellbeing in Lebanese Children and Different Refugee Subpopulations: A Multidimensional Child Deprivation Analysis," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(5), pages 2055-2073, October.
    6. Isaac Koomson & Raymond Elikplim Kofinti & Esther Laryea, 2024. "Financial inclusion and multidimensional child poverty," Review of Economics of the Household, Springer, vol. 22(1), pages 237-260, March.
    7. 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).
    8. Monica Pinilla-Roncancio & Amy E. Ritterbusch & Sharon Sanchez-Franco & Catalina González-Uribe & Sandra García-Jaramillo, 2021. "Conceptual Debates on Poverty Measurement: The Use of Qualitative Expert Consultation to Guide Methodological Decision-making in Designing a Multidimensional Child-Poverty Measure," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(6), pages 2449-2469, December.
    9. Khaufelo Raymond Lekobane & Keetie Roelen, 2020. "Leaving No One Behind: Multidimensional Child Poverty in Botswana," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(6), pages 2003-2030, December.
    10. Anh Thu Quang Pham & Pundarik Mukhopadhaya, 2018. "Measurement of Poverty in Multiple Dimensions: The Case of Vietnam," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(3), pages 953-990, August.
    11. Feng, Qundi & He, Qinying, 2022. "Does parental migration increase upward intergenerational mobility? Evidence from rural China," Economic Modelling, Elsevier, vol. 115(C).
    12. Erlangga Agustino Landiyanto, 2022. "Comparison of Child Poverty Measures: Looking for Consensus," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 15(1), pages 35-66, February.
    13. Trani, Jean-François & Cannings, Tim I., 2013. "Child Poverty in an Emergency and Conflict Context: A Multidimensional Profile and an Identification of the Poorest Children in Western Darfur," World Development, Elsevier, vol. 48(C), pages 48-70.
    14. Lisa Hjelm & Lucia Ferrone & Sudhanshu Handa & Yekaterina Chzhen, 2016. "Comparing Approaches to the Measurement of Multidimensional Child Poverty," Papers inwopa872, Innocenti Working Papers.
    15. Eva-Maria Egger & Vincenzo Salvucci & Finn Tarp, 2023. "Evolution of Multidimensional Poverty in Crisis-Ridden Mozambique," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 166(3), pages 485-519, April.
    16. Mario Biggeri & Jose Antonio Cuesta, 2021. "An Integrated Framework for Child Poverty and Well-Being Measurement: Reconciling Theories," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(2), pages 821-846, April.
    17. Marisa von Fintel, 2021. "Chronic Child Poverty and Health Outcomes in South Africa Using a Multidimensional Poverty Measure," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(4), pages 1571-1596, August.
    18. Gassmann F. & Siegel M. & Vanore M. & Waidler J., 2013. "The impact of migration on children left behind in Moldova," MERIT Working Papers 2013-043, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    19. Mario Biggeri & Lucia Ferrone, 2021. "Measuring Child Multidimensional Deprivation: A Sustainability Perspective," Sustainability, MDPI, vol. 13(7), pages 1-19, April.
    20. Julia Shu-Huah Wang & Bilal Malaeb & Fred M. Ssewamala & Torsten B. Neilands & Jeannie Brooks-Gunn, 2021. "A Multifaceted Intervention with Savings Incentives to Reduce Multidimensional Child Poverty: Evidence from the Bridges Study (2012–2018) in Rural Uganda," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(3), pages 947-990, December.

    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:chinre:v:16:y:2023:i:1:d:10.1007_s12187-022-09965-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.