IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v188y2021icp1015-1034.html
   My bibliography  Save this article

Mama loves you: The gender wage gap and expenditure on children's education in China

Author

Listed:
  • Wang, Haining
  • Cheng, Zhiming

Abstract

We investigate the effect of the provincial female-to-male wage gap on household educational expenditure for children in China. We find that an increase in the female-to-male wage ratio is positively associated with individual households’ educational investment in individual children, especially the out-of-school expenditures. The positive association is stronger for male children than for female children. Educational investment is more sensitive to a decrease in the gender wage gap among those with a higher educational level or a reduction in the gender wage gap within the informal sectors. However, educational investment is not sensitive to the gender differentials in the economic returns to education in the labour market. There is considerable heterogeneity in the effects of the gender wage gap across subsamples. Educational investments in children in senior high school, from medium- and low-income families, from urban areas and from families with only male children are more susceptible to a decrease in the gender wage gap. We also find that family income, economic growth and female bargaining power partially mediate the relationship between the gender wage gap and children's education expenditure.

Suggested Citation

  • Wang, Haining & Cheng, Zhiming, 2021. "Mama loves you: The gender wage gap and expenditure on children's education in China," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1015-1034.
    • Handle: RePEc:eee:jeborg:v:188:y:2021:i:c:p:1015-1034
    DOI: 10.1016/j.jebo.2021.06.031
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268121002705
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jebo.2021.06.031?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. Jeremy Lise & Shannon Seitz, 2011. "Consumption Inequality and Intra-household Allocations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(1), pages 328-355.
    2. Francisco Alvarez‐Cuadrado & Mayssun El‐Attar Vilalta, 2018. "Income Inequality and Saving," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 80(6), pages 1029-1061, December.
    3. 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.
    4. Wenshu Gao & Russell Smyth, 2015. "Education expansion and returns to schooling in urban China, 2001–2010: evidence from three waves of the China Urban Labor Survey," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 20(2), pages 178-201, April.
    5. Ernesto Reuben & Matthew Wiswall & Basit Zafar, 2017. "Preferences and Biases in Educational Choices and Labour Market Expectations: Shrinking the Black Box of Gender," Economic Journal, Royal Economic Society, vol. 127(604), pages 2153-2186, September.
    6. Chen, Zhihong & Ge, Ying & Lai, Huiwen & Wan, Chi, 2013. "Globalization and Gender Wage Inequality in China," World Development, Elsevier, vol. 44(C), pages 256-266.
    7. Magnani, Elisabetta & Zhu, Rong, 2012. "Gender wage differentials among rural–urban migrants in China," Regional Science and Urban Economics, Elsevier, vol. 42(5), pages 779-793.
    8. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    9. Sabino Kornrich & Frank Furstenberg, 2013. "Investing in Children: Changes in Parental Spending on Children, 1972–2007," Demography, Springer;Population Association of America (PAA), vol. 50(1), pages 1-23, February.
    10. Iyigun, Murat & Walsh, Randall P., 2007. "Endogenous gender power, household labor supply and the demographic transition," Journal of Development Economics, Elsevier, vol. 82(1), pages 138-155, January.
    11. Joanne Xiaolei Qian & Russell Smyth, 2011. "Educational expenditure in urban China: income effects, family characteristics and the demand for domestic and overseas education," Applied Economics, Taylor & Francis Journals, vol. 43(24), pages 3379-3394.
    12. Standing, Guy, 1999. "Global Feminization Through Flexible Labor: A Theme Revisited," World Development, Elsevier, vol. 27(3), pages 583-602, March.
    13. David H. Autor & Mark G. Duggan, 2003. "The Rise in the Disability Rolls and the Decline in Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 157-206.
    14. Zhiming Cheng & Haining Wang & Russell Smyth, 2014. "Happiness and job satisfaction in urban China: A comparative study of two generations of migrants and urban locals," Urban Studies, Urban Studies Journal Limited, vol. 51(10), pages 2160-2184, August.
    15. Behrman, Jere R & Pollak, Robert A & Taubman, Paul, 1982. "Parental Preferences and Provision for Progeny," Journal of Political Economy, University of Chicago Press, vol. 90(1), pages 52-73, February.
    16. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    17. Manser, Marilyn & Brown, Murray, 1980. "Marriage and Household Decision-Making: A Bargaining Analysis," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 21(1), pages 31-44, February.
    18. Wang, Shing-Yi, 2014. "Property rights and intra-household bargaining," Journal of Development Economics, Elsevier, vol. 107(C), pages 192-201.
    19. Francesco Pastore & Alina Verashchagina, 2011. "When does transition increase the gender wage gap?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 19(2), pages 333-369, April.
    20. Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2018. "Do migrant students affect local students’ academic achievements in urban China?," Economics of Education Review, Elsevier, vol. 63(C), pages 64-77.
    21. T. Paul Schultz, 1993. "Investments in the Schooling and Health of Women and Men: Quantities and Returns," Journal of Human Resources, University of Wisconsin Press, vol. 28(4), pages 694-734.
    22. Matthias Busse & Christian Spielmann, 2006. "Gender Inequality and Trade," Review of International Economics, Wiley Blackwell, vol. 14(3), pages 362-379, August.
    23. Lei, Ziteng & Lundberg, Shelly, 2020. "Vulnerable Boys: Short-term and Long-term Gender Differences in the Impacts of Adolescent Disadvantage," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 424-448.
    24. Seguino, Stephanie, 2000. "Gender Inequality and Economic Growth: A Cross-Country Analysis," World Development, Elsevier, vol. 28(7), pages 1211-1230, July.
    25. Ashlesha Datar & M. Kilburn & David Loughran, 2010. "Endowments and parental investments in infancy and early childhood," Demography, Springer;Population Association of America (PAA), vol. 47(1), pages 145-162, February.
    26. Shi Li & Xinxin Ma, 2015. "Impact of minimum wage on gender wage gaps in urban China," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-22, December.
    27. Rosales-Rueda, Maria Fernanda, 2014. "Family investment responses to childhood health conditions: Intrafamily allocation of resources," Journal of Health Economics, Elsevier, vol. 37(C), pages 41-57.
    28. Cheng, Zhiming, 2021. "Education and consumption: Evidence from migrants in Chinese cities," Journal of Business Research, Elsevier, vol. 127(C), pages 206-215.
    29. Lépine, Aurélia & Strobl, Eric, 2013. "The Effect of Women’s Bargaining Power on Child Nutrition in Rural Senegal," World Development, Elsevier, vol. 45(C), pages 17-30.
    30. Anna Aizer, 2010. "The Gender Wage Gap and Domestic Violence," American Economic Review, American Economic Association, vol. 100(4), pages 1847-1859, September.
    31. Davies, James B & Zhang, Junsen, 1995. "Gender Bias, Investments in Children, and Bequests," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 36(3), pages 795-818, August.
    32. Elgar, Frank J. & Gariépy, Geneviève & Torsheim, Torbjørn & Currie, Candace, 2017. "Early-life income inequality and adolescent health and well-being," Social Science & Medicine, Elsevier, vol. 174(C), pages 197-208.
    33. Bhalotra, Sonia & Rawlings, Samantha B., 2011. "Intergenerational persistence in health in developing countries: The penalty of gender inequality?," Journal of Public Economics, Elsevier, vol. 95(3), pages 286-299.
    34. Silvia Helena Barcellos & Leandro S. Carvalho & Adriana Lleras-Muney, 2014. "Child Gender and Parental Investments in India: Are Boys and Girls Treated Differently?," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 157-189, January.
    35. Xin Meng & Junsen Zhang & Pak-Wai Liu, 2000. "Sectoral gender wage differentials and discrimination in the transitional Chinese economy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 13(2), pages 331-352.
    36. Jin, Ye & Li, Hongbin & Wu, Binzhen, 2011. "Income inequality, consumption, and social-status seeking," Journal of Comparative Economics, Elsevier, vol. 39(2), pages 191-204, June.
    37. Song, Yang & Zhou, Guangsu, 2019. "Inequality of opportunity and household education expenditures: Evidence from panel data in China," China Economic Review, Elsevier, vol. 55(C), pages 85-98.
    38. Seema Jayachandran, 2015. "The Roots of Gender Inequality in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 63-88, August.
    39. Gustafsson, Björn & Wan, Haiyuan, 2020. "Wage growth and inequality in urban China: 1988–2013," China Economic Review, Elsevier, vol. 62(C).
    40. Yamauchi, Futoshi & Tiongco, Marites, 2013. "Why women are progressive in education? Gender disparities in human capital, labor markets, and family arrangement in the Philippines," Economics of Education Review, Elsevier, vol. 32(C), pages 196-206.
    41. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    42. David Cuberes & Marc Teignier, 2014. "Gender Inequality And Economic Growth: A Critical Review," Journal of International Development, John Wiley & Sons, Ltd., vol. 26(2), pages 260-276, March.
    43. Lixing Li & Xiaoyu Wu, 2011. "Gender of Children, Bargaining Power, and Intrahousehold Resource Allocation in China," Journal of Human Resources, University of Wisconsin Press, vol. 46(2), pages 295-316.
    44. Elisabetta Magnani & Rong Zhu, 2015. "Social mobility and inequality in urban China: understanding the role of intergenerational transmission of education," Applied Economics, Taylor & Francis Journals, vol. 47(43), pages 4590-4606, September.
    45. Dossi, Gaia & Figlio, David & Giuliano, Paola & Sapienza, Paola, 2021. "Born in the family: Preferences for boys and the gender gap in math," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 175-188.
    46. Yao, Yao, 2019. "Does higher education expansion enhance productivity?," Journal of Macroeconomics, Elsevier, vol. 59(C), pages 169-194.
    47. Amy Liu, 2004. "Sectoral gender wage gap in Vietnam," Oxford Development Studies, Taylor & Francis Journals, vol. 32(2), pages 225-239.
    48. Shapiro, David & Oleko Tambashe, B., 2001. "Gender, poverty, family structure, and investments in children's education in Kinshasa, Congo," Economics of Education Review, Elsevier, vol. 20(4), pages 359-375, August.
    49. Liu, Amy Y.C., 2004. "Gender wage gap in Vietnam: 1993 to 1998," Journal of Comparative Economics, Elsevier, vol. 32(3), pages 586-596, September.
    50. John E. Roemer & Alain Trannoy, 2015. "Chapter 4 - Equality of Opportunity," Post-Print hal-01456129, HAL.
    51. Mengdan Li, 2020. "What caused the wage convergence between urban natives and migrants in China?," Economics Bulletin, AccessEcon, vol. 40(3), pages 2275-2288.
    52. LEE, Jong-Wha & Wie, Dainn, 2017. "Wage Structure and Gender Earnings Differentials in China and India," World Development, Elsevier, vol. 97(C), pages 313-329.
    53. Haining Wang & Fei Guo & Zhiming Cheng, 2015. "A distributional analysis of wage discrimination against migrant workers in China’s urban labour market," Urban Studies, Urban Studies Journal Limited, vol. 52(13), pages 2383-2403, October.
    54. Li, Qiang & Zang, Wenbin & An, Lian, 2013. "Peer effects and school dropout in rural China," China Economic Review, Elsevier, vol. 27(C), pages 238-248.
    55. Chi, Wei & Qian, Xiaoye, 2016. "Human capital investment in children: An empirical study of household child education expenditure in China, 2007 and 2011," China Economic Review, Elsevier, vol. 37(C), pages 52-65.
    56. T. Paul Schultz, 1990. "Testing the Neoclassical Model of Family Labor Supply and Fertility," Journal of Human Resources, University of Wisconsin Press, vol. 25(4), pages 599-634.
    57. Xue, Jinjun & Gao, Wenshu & Guo, Lin, 2014. "Informal employment and its effect on the income distribution in urban China," China Economic Review, Elsevier, vol. 31(C), pages 84-93.
    58. Schober, Thomas & Winter-Ebmer, Rudolf, 2011. "Gender Wage Inequality and Economic Growth: Is There Really a Puzzle?--A Comment," World Development, Elsevier, vol. 39(8), pages 1476-1484, August.
    59. Ahu Gemici & Matthew Wiswall, 2014. "Evolution Of Gender Differences In Post‐Secondary Human Capital Investments: College Majors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55(1), pages 23-56, February.
    60. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 515-548.
    61. Ahu Gemici & Matthew Wiswall, 2014. "Evolution Of Gender Differences In Post‐Secondary Human Capital Investments: College Majors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55, pages 23-56, February.
    62. McElroy, Marjorie B & Horney, Mary Jean, 1981. "Nash-Bargained Household Decisions: Toward a Generalization of the Theory of Demand," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 22(2), pages 333-349, June.
    63. CAI, Fang & DU, Yang, 2011. "Wage increases, wage convergence, and the Lewis turning point in China," China Economic Review, Elsevier, vol. 22(4), pages 601-610.
    64. Rebecca Dizon-Ross, 2019. "Parents' Beliefs about Their Children's Academic Ability: Implications for Educational Investments," American Economic Review, American Economic Association, vol. 109(8), pages 2728-2765, August.
    65. Shelly Lundberg & Robert A. Pollak, 1996. "Bargaining and Distribution in Marriage," Journal of Economic Perspectives, American Economic Association, vol. 10(4), pages 139-158, Fall.
    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. MA, Xinxin & LI, Yalan & IWASAKI, Ichiro, 2023. "The Hukou System and Wage Gap between Urban and Rural Migrant Workers in China : A Meta-Analysis," Discussion Paper Series 751, Institute of Economic Research, Hitotsubashi University.
    2. Wang, Haining & Cheng, Zhiming, 2022. "Kids eat free: School feeding and family spending on education," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 196-212.
    3. Jiang, Xuemei & Zhao, Changjin & Ouyang, Jin & Shen, Meng, 2023. "Integration in the global value chain, structural change, and the widening gender employment gap in China," China Economic Review, Elsevier, vol. 81(C).
    4. Guo, Liwen & Cheng, Zhiming & Tani, Massimiliano & Cook, Sarah, 2024. "Air pollution and education investment," Energy Economics, Elsevier, vol. 132(C).
    5. Yawen Cheng & Dongmin Kong, 2023. "Educational Investment for Future Marriage? Evidence of Missing Girls from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(4), pages 173-199, July.
    6. Wang, Haining & Cheng, Zhiming & Smyth, Russell & Sun, Gong & Li, Jie & Wang, Wangshuai, 2022. "University education, homeownership and housing wealth," China Economic Review, Elsevier, vol. 71(C).
    7. Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2024. "Parental early-life exposure to land reform and household investment in children’s education," World Development, Elsevier, vol. 173(C).
    8. Chen, Yuanyuan & Yuan, Meng & Zhang, Min, 2023. "Income inequality and educational expenditures on children: Evidence from the China Family Panel Studies," China Economic Review, Elsevier, vol. 78(C).
    9. Cheng, Yawen & Sheng, Yan, 2023. "Relative income within households, gender identity, and entrepreneurship," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 90-108.
    10. Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2022. "Parental misbeliefs and household investment in children's education," Economics of Education Review, Elsevier, vol. 89(C).
    11. Ye, Juntao & Cai, Liming & Shi, Xinjie & Cheng, Mingwang, 2024. "Pursuing a brighter future: Impact of the Hukou reform on human capital investment in migrant children in China," China Economic Review, Elsevier, vol. 85(C).
    12. Hu, Wanqi & Huang, Wangen & Wu, Jianxin & Zhang, Chaokai, 2024. "Place-based policies and local human capital accumulation: Evidence from China's special economic zone program," China Economic Review, Elsevier, vol. 85(C).
    13. Kang, Chuankun & Fu, Zhengxin & Zhao, Shuchen, 2024. "Maternal relative income, bargaining power, and children's education expenditure," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1395-1410.

    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. Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2022. "Parental misbeliefs and household investment in children's education," Economics of Education Review, Elsevier, vol. 89(C).
    2. Wang, Haining & Cheng, Zhiming, 2022. "Kids eat free: School feeding and family spending on education," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 196-212.
    3. Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2024. "Parental early-life exposure to land reform and household investment in children’s education," World Development, Elsevier, vol. 173(C).
    4. Michele Giannola, 2024. "Parental Investments and Intra-household Inequality in Child Human Capital: Evidence from a Survey Experiment," The Economic Journal, Royal Economic Society, vol. 134(658), pages 671-727.
    5. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender wage gap in China: a large meta-analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54, pages 1-17.
    6. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender Wage Gap in China: A Large Meta-Analysis," CEI Research Paper Series 2020-5, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    7. Kang, Chuankun & Fu, Zhengxin & Zhao, Shuchen, 2024. "Maternal relative income, bargaining power, and children's education expenditure," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1395-1410.
    8. Asiedu, Elizabeth & Azomahou, Théophile T. & Getachew, Yoseph & Yitbarek, Eleni, 2021. "Share the love: Parental bias, women empowerment and intergenerational mobility," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 846-867.
    9. Chen, Yuanyuan & Yuan, Meng & Zhang, Min, 2023. "Income inequality and educational expenditures on children: Evidence from the China Family Panel Studies," China Economic Review, Elsevier, vol. 78(C).
    10. J. Gimenez-Nadal & Jose Molina, 2013. "Parents’ education as a determinant of educational childcare time," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 719-749, April.
    11. 岩﨑, 一郎 & Iwasaki, Ichiro & 馬, 欣欣 & Ma, Xin Xin, 2019. "現代中国における男女賃金格差: メタ分析による接近," Discussion Paper Series 689, Institute of Economic Research, Hitotsubashi University.
    12. Xu, Zeyu, 2007. "A survey on intra-household models and evidence," MPRA Paper 3763, University Library of Munich, Germany.
    13. Jacob, Arun, 2016. "Gender Bias in Educational Attainment in India : The Role of Dowry Payments," MPRA Paper 76338, University Library of Munich, Germany.
    14. Chiappori, Pierre-André & Donni, Olivier, 2006. "Les modèles non unitaires de comportement du ménage : un survol de la littérature," L'Actualité Economique, Société Canadienne de Science Economique, vol. 82(1), pages 9-52, mars-juin.
    15. Pa Black, 2004. "Poverty At The Household Level," South African Journal of Economics, Economic Society of South Africa, vol. 72(3), pages 413-436, September.
    16. Nunley, John M. & Seals Jr., Richard Alan, 2011. "Child-custody reform, marital investment in children, and the labor supply of married mothers," Labour Economics, Elsevier, vol. 18(1), pages 14-24, January.
    17. Le Kien & Nguyen My, 2021. "How Education Empowers Women in Developing Countries," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(2), pages 511-536, April.
    18. Heggeness, Misty L., 2020. "Improving child welfare in middle income countries: The unintended consequence of a pro-homemaker divorce law and wait time to divorce," Journal of Development Economics, Elsevier, vol. 143(C).
    19. David E Bloom & Michael Kuhn & Klaus Prettner, 2020. "The contribution of female health to economic development [The costs of missing the Millennium Development Goal on gender equity]," The Economic Journal, Royal Economic Society, vol. 130(630), pages 1650-1677.
    20. Caterina Muratori, 2021. "The Impact of Abortion Access on Violence Against Women," Economics Discussion Papers em-dp2021-03, Department of Economics, University of Reading.

    More about this item

    Keywords

    Gender earnings inequality; Gender wage gap; Educational expenditure; Children; Returns to education;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:jeborg:v:188:y:2021:i:c:p:1015-1034. 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/jebo .

    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.