IDEAS home Printed from https://ideas.repec.org/a/eee/ehbiol/v35y2019icp144-161.html
   My bibliography  Save this article

Ex-ante Inequality of Opportunity in Child Malnutrition: New Evidence from Ten Developing Countries in Asia

Author

Listed:
  • Aizawa, Toshiaki

Abstract

This study explores the inequality of opportunity in child malnutrition in ten developing countries in Asia, where a high proportion of children still remain vulnerable to food insecurity. This study takes account of multidimensional aspects of household and parental socio-economic status, and partitions children into distinct types through a data-driven clustering method. This is followed by a comparison of the malnutrition rates between types. Next, we decompose the observed disparity into the factors that are associated with the between-type disparity in malnutrition rates through a non-linear decomposition method. The results indicate that in all 10 countries, significant between-type disparities are found. We find the largest difference in Pakistan as 21.7 percentage points and the smallest difference in Maldives as 5.9 percentage points. In five of the ten countries, the difference in household affluence explains the largest part of the observed between-type disparity. All the results suggest that priority should be given to protecting children from marginalised households in order to mitigate the inequality in child health.

Suggested Citation

  • Aizawa, Toshiaki, 2019. "Ex-ante Inequality of Opportunity in Child Malnutrition: New Evidence from Ten Developing Countries in Asia," Economics & Human Biology, Elsevier, vol. 35(C), pages 144-161.
  • Handle: RePEc:eee:ehbiol:v:35:y:2019:i:c:p:144-161
    DOI: 10.1016/j.ehb.2019.06.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1570677X19300401
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ehb.2019.06.003?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. James P. Smith, 2009. "The Impact of Childhood Health on Adult Labor Market Outcomes," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 478-489, August.
    2. David M. Cutler & Adriana Lleras-Muney & Tom Vogl, 2008. "Socioeconomic Status and Health: Dimensions and Mechanisms," NBER Working Papers 14333, National Bureau of Economic Research, Inc.
    3. Douglas Almond & Bhashkar Mazumder, 2013. "Fetal Origins and Parental Responses," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 37-56, May.
    4. Harold Alderman & John Hoddinott & Bill Kinsey, 2006. "Long term consequences of early childhood malnutrition," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 450-474, July.
    5. repec:pri:cheawb:case_paxson_economic_status_paper is not listed on IDEAS
    6. Arnaud Lefranc & Alain Trannoy, 2017. "Equality of opportunity, moral hazard and the timing of luck," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 49(3), pages 469-497, December.
    7. Aaberge, Rolf & Mogstad, Magne & Peragine, Vito, 2011. "Measuring long-term inequality of opportunity," Journal of Public Economics, Elsevier, vol. 95(3), pages 193-204.
    8. Erik Schokkaert, 2015. "Equality of Opportunity, A Flexible Framework," Health Economics, John Wiley & Sons, Ltd., vol. 24(10), pages 1250-1252, October.
    9. Chalasani, Satvika, 2012. "Understanding wealth-based inequalities in child health in India: A decomposition approach," Social Science & Medicine, Elsevier, vol. 75(12), pages 2160-2169.
    10. Chen, Yuyu & Li, Hongbin, 2009. "Mother's education and child health: Is there a nurturing effect?," Journal of Health Economics, Elsevier, vol. 28(2), pages 413-426, March.
    11. Fairlie, Robert W, 1999. "The Absence of the African-American Owned Business: An Analysis of the Dynamics of Self-Employment," Journal of Labor Economics, University of Chicago Press, vol. 17(1), pages 80-108, January.
    12. Maluccio, John A. & Flores, Rafael, 2005. "Impact evaluation of a conditional cash transfer program: the Nicaraguan Red de Protección Social," Research reports 141, International Food Policy Research Institute (IFPRI).
    13. Owen O'Donnell & Eddy van Doorslaer & Adam Wagstaff & Magnus Lindelow, 2008. "Analyzing Health Equity Using Household Survey Data : A Guide to Techniques and Their Implementation," World Bank Publications - Books, The World Bank Group, number 6896, December.
    14. Handa, Sudhanshu & Davis, Benjamin, 2006. "The experience of conditional cash transfers in Latin America and the Caribbean," ESA Working Papers 289060, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    15. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    16. Janet Currie & Tom Vogl, 2013. "Early-Life Health and Adult Circumstance in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 1-36, May.
    17. Christopher J. Ruhm, 2004. "Parental Employment and Child Cognitive Development," Journal of Human Resources, University of Wisconsin Press, vol. 39(1).
    18. Xavier Ramos & Dirk gaer, 2016. "Approaches To Inequality Of Opportunity: Principles, Measures And Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 855-883, December.
    19. Sánchez, Alan, 2017. "The structural relationship between early nutrition, cognitive skills and non-cognitive skills in four developing countries," Economics & Human Biology, Elsevier, vol. 27(PA), pages 33-54.
    20. Adam Wagstaff & Eddy van Doorslaer, 2004. "Overall versus socioeconomic health inequality: a measurement framework and two empirical illustrations," Health Economics, John Wiley & Sons, Ltd., vol. 13(3), pages 297-301, March.
    21. FLEURBAEY, Marc & SCHOKKAERT, Erik, 2011. "Equity in health and health care," LIDAM Discussion Papers CORE 2011026, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    22. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    23. Donal O'Neill & Olive Sweetman & Dirk van de gaer, 1999. "Equality of Opportunity and Kernel Density Estimation: An Application to Intergenerational Mobility," Economics Department Working Paper Series n950999, Department of Economics, National University of Ireland - Maynooth.
    24. Pathak, Praveen Kumar & Singh, Abhishek, 2011. "Trends in malnutrition among children in India: Growing inequalities across different economic groups," Social Science & Medicine, Elsevier, vol. 73(4), pages 576-585, August.
    25. Vito Peragine & Laura Serlenga, 2008. "Higher education and equality of opportunity in Italy," Research on Economic Inequality, in: Inequality and Opportunity: Papers from the Second ECINEQ Society Meeting, pages 67-97, Emerald Group Publishing Limited.
    26. Pradhan, Menno & Sahn, David E. & Younger, Stephen D., 2003. "Decomposing world health inequality," Journal of Health Economics, Elsevier, vol. 22(2), pages 271-293, March.
    27. Lefranc, Arnaud & Pistolesi, Nicolas & Trannoy, Alain, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1189-1207, December.
    28. David M. Blau & David K. Guilkey & Barry M. Popkin, 1996. "Infant Health and the Labor Supply of Mothers," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 90-139.
    29. Blackwell, Debra L. & Hayward, Mark D. & Crimmins, Eileen M., 2001. "Does childhood health affect chronic morbidity in later life?," Social Science & Medicine, Elsevier, vol. 52(8), pages 1269-1284, April.
    30. Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 257-298, National Bureau of Economic Research, Inc.
    31. Arnaud Lefranc & Nicolas Pistolesi & Alain Trannoy, 2008. "Inequality Of Opportunities Vs. Inequality Of Outcomes: Are Western Societies All Alike?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(4), pages 513-546, December.
    32. Paul Gertler, 2004. "Do Conditional Cash Transfers Improve Child Health? Evidence from PROGRESA's Control Randomized Experiment," American Economic Review, American Economic Association, vol. 94(2), pages 336-341, May.
    33. Glewwe, Paul & Jacoby, Hanan G. & King, Elizabeth M., 2001. "Early childhood nutrition and academic achievement: a longitudinal analysis," Journal of Public Economics, Elsevier, vol. 81(3), pages 345-368, September.
    34. Gary S. Becker, 1960. "An Economic Analysis of Fertility," NBER Chapters, in: Demographic and Economic Change in Developed Countries, pages 209-240, National Bureau of Economic Research, Inc.
    35. Johnson Rucker C & Schoeni Robert F, 2011. "The Influence of Early-Life Events on Human Capital, Health Status, and Labor Market Outcomes Over the Life Course," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(3), pages 1-57, September.
    36. Case, Anne & Fertig, Angela & Paxson, Christina, 2005. "The lasting impact of childhood health and circumstance," Journal of Health Economics, Elsevier, vol. 24(2), pages 365-389, March.
    37. Wagstaff, Adam & Watanabe, Naoko, 2000. "Socioeconomic inequalities in child malnutrition in the developing world," Policy Research Working Paper Series 2434, The World Bank.
    38. Giuseppe Pignataro, 2012. "Equality Of Opportunity: Policy And Measurement Paradigms," Journal of Economic Surveys, Wiley Blackwell, vol. 26(5), pages 800-834, December.
    39. Sonia Bhalotra & Samantha Rawlings, 2013. "Gradients of the Intergenerational Transmission of Health in Developing Countries," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 660-672, May.
    40. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    41. Paolo Li Donni & Juan Rodríguez & Pedro Rosa Dias, 2015. "Empirical definition of social types in the analysis of inequality of opportunity: a latent classes approach," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 44(3), pages 673-701, March.
    42. Wagstaff, Adam & Paci, Pierella & van Doorslaer, Eddy, 1991. "On the measurement of inequalities in health," Social Science & Medicine, Elsevier, vol. 33(5), pages 545-557, January.
    43. Fang, Pengqian & Dong, Siping & Xiao, Jingjing & Liu, Chaojie & Feng, Xianwei & Wang, Yiping, 2010. "Regional inequality in health and its determinants: Evidence from China," Health Policy, Elsevier, vol. 94(1), pages 14-25, January.
    44. Lentz, Erin C. & Barrett, Christopher B., 2013. "The economics and nutritional impacts of food assistance policies and programs," Food Policy, Elsevier, vol. 42(C), pages 151-163.
    45. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    46. Gary S. Becker & H. Gregg Lewis, 1974. "Interaction between Quantity and Quality of Children," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 81-90, National Bureau of Economic Research, Inc.
    47. Malavika A Subramanyam & Ichiro Kawachi & Lisa F Berkman & S V Subramanian, 2010. "Socioeconomic Inequalities in Childhood Undernutrition in India: Analyzing Trends between 1992 and 2005," PLOS ONE, Public Library of Science, vol. 5(6), pages 1-9, June.
    48. Jere R. Behrman & John Hoddinott, 2005. "Programme Evaluation with Unobserved Heterogeneity and Selective Implementation: The Mexican PROGRESA Impact on Child Nutrition," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(4), pages 547-569, August.
    49. Hatton, Timothy J. & Sparrow, Robert & Suryadarma, Daniel & van der Eng, Pierre, 2018. "Fertility and the health of children in Indonesia," Economics & Human Biology, Elsevier, vol. 28(C), pages 67-78.
    50. Benjamin A. Olken, 2009. "Do Television and Radio Destroy Social Capital? Evidence from Indonesian Villages," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 1-33, October.
    51. Haoming Liu, 2014. "The quality–quantity trade-off: evidence from the relaxation of China’s one-child policy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(2), pages 565-602, April.
    52. Janet Currie & Enrico Moretti, 2003. "Mother's Education and the Intergenerational Transmission of Human Capital: Evidence from College Openings," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1495-1532.
    53. repec:pri:cheawb:case_paxson_economic_status_paper.pdf is not listed on IDEAS
    54. Judith Blake, 1981. "Family size and the quality of children," Demography, Springer;Population Association of America (PAA), vol. 18(4), pages 421-442, November.
    55. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    56. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    57. Sudhanshu Handa & Benjamin Davis, 2006. "The Experience of Conditional Cash Transfers in Latin America and the Caribbean," Development Policy Review, Overseas Development Institute, vol. 24(5), pages 513-536, September.
    58. Van de Poel, Ellen & O'Donnell, Owen & Van Doorslaer, Eddy, 2007. "Are urban children really healthier? Evidence from 47 developing countries," Social Science & Medicine, Elsevier, vol. 65(10), pages 1986-2003, November.
    59. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The Measurement Of Inequality Of Opportunity: Theory And An Application To Latin America," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 622-657, December.
    60. Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," PSE-Ecole d'économie de Paris (Postprint) halshs-00754503, HAL.
    61. Peter J. Glick & Alessandra Marini & David E. Sahn, 2007. "Estimating the Consequences of Unintended Fertility for Child Health and Education in Romania: An Analysis Using Twins Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(5), pages 667-691, October.
    62. Anne Case & Darren Lubotsky & Christina Paxson, 2002. "Economic Status and Health in Childhood: The Origins of the Gradient," American Economic Review, American Economic Association, vol. 92(5), pages 1308-1334, December.
    63. Ellen van de Poel & Owen O'Donnell & Eddy van Doorslaer, 2007. "Are Urban Children really healthier?," Tinbergen Institute Discussion Papers 07-035/3, Tinbergen Institute.
    64. Laura B. Rawlings, 2005. "Evaluating the Impact of Conditional Cash Transfer Programs," The World Bank Research Observer, World Bank, vol. 20(1), pages 29-55.
    65. James P. Smith & Yan Shen & John Strauss & Yang Zhe & Yaohui Zhao, 2012. "The Effects of Childhood Health on Adult Health and SES in China," Economic Development and Cultural Change, University of Chicago Press, vol. 61(1), pages 127-156.
    66. Mark Montgomery & Michele Gragnolati & Kathleen Burke & Edmundo Paredes, 2000. "Measuring living standards with proxy variables," Demography, Springer;Population Association of America (PAA), vol. 37(2), pages 155-174, May.
    67. Smith, Lisa C. & Ruel, Marie T. & Ndiaye, Aida, 2005. "Why Is Child Malnutrition Lower in Urban Than in Rural Areas? Evidence from 36 Developing Countries," World Development, Elsevier, vol. 33(8), pages 1285-1305, August.
    68. Ahsan, Md Nazmul & Maharaj, Riddhi, 2018. "Parental human capital and child health at birth in India," Economics & Human Biology, Elsevier, vol. 30(C), pages 130-149.
    69. Le Grand, Julian, 1987. "Inequalities in health : Some international comparisons," European Economic Review, Elsevier, vol. 31(1-2), pages 182-191.
    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. Seiler, Johannes & Harttgen, Kenneth & Kneib, Thomas & Lang, Stefan, 2021. "Modelling children's anthropometric status using Bayesian distributional regression merging socio-economic and remote sensed data from South Asia and sub-Saharan Africa," Economics & Human Biology, Elsevier, vol. 40(C).
    2. Aizawa, Toshiaki, 2021. "Inequality of opportunity in infant mortality in South Asia: A decomposition analysis of survival data," Economics & Human Biology, Elsevier, vol. 43(C).
    3. Mbalenhle Mkhize & Melusi Sibanda, 2020. "A Review of Selected Studies on the Factors Associated with the Nutrition Status of Children Under the Age of Five Years in South Africa," IJERPH, MDPI, vol. 17(21), pages 1-26, October.
    4. Caroline Krafft, 2022. "The determinants of inequality in child nutrition status: Evidence from Jordan," Review of Development Economics, Wiley Blackwell, vol. 26(1), pages 112-132, February.
    5. David Pérez-Mesa & Gustavo A. Marrero & Sara Darias-Curvo, 2023. "Decomposing changes in child health inequality in Sub-Saharan Africa: new approach and new evidence," Working Papers 645, ECINEQ, Society for the Study of Economic Inequality.
    6. Mkupete Jaah Mkupete & Dieter Von Fintel & Ronelle Burger, 2022. "Decomposing inequality of opportunity in child health in Tanzania: The role of access to water and sanitation," Health Economics, John Wiley & Sons, Ltd., vol. 31(11), pages 2465-2480, November.
    7. Toshiaki Aizawa, 2020. "Trajectory of inequality of opportunity in child height growth: Evidence from the Young Lives study," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 42(7), pages 165-202.
    8. Pérez-Mesa, David & Marrero, Gustavo A. & Darias-Curvo, Sara, 2021. "Child health inequality in Sub-Saharan Africa," MPRA Paper 108801, University Library of Munich, Germany.

    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. Aizawa, Toshiaki, 2021. "Inequality of opportunity in infant mortality in South Asia: A decomposition analysis of survival data," Economics & Human Biology, Elsevier, vol. 43(C).
    2. Toshiaki Aizawa, 2020. "Trajectory of inequality of opportunity in child height growth: Evidence from the Young Lives study," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 42(7), pages 165-202.
    3. Pérez-Mesa, David & Marrero, Gustavo A. & Darias-Curvo, Sara, 2021. "Child health inequality in Sub-Saharan Africa," MPRA Paper 108801, University Library of Munich, Germany.
    4. Eriksson, Tor & Pan, Jay & Qin, Xuezheng, 2014. "The intergenerational inequality of health in China," China Economic Review, Elsevier, vol. 31(C), pages 392-409.
    5. Dirk Van de gaer & Joost Vandenbossche & José Luis Figueroa, 2014. "Children's Health Opportunities and Project Evaluation: Mexico's Oportunidades Program," The World Bank Economic Review, World Bank, vol. 28(2), pages 282-310.
    6. Davillas, Apostolos & Jones, Andrew M, 2020. "Ex ante inequality of opportunity in health, decomposition and distributional analysis of biomarkers," Journal of Health Economics, Elsevier, vol. 69(C).
    7. Fernald, Lia C.H. & Hidrobo, Melissa, 2011. "Effect of Ecuador's cash transfer program (Bono de Desarrollo Humano) on child development in infants and toddlers: A randomized effectiveness trial," Social Science & Medicine, Elsevier, vol. 72(9), pages 1437-1446, May.
    8. Liu, Hong & Fang, Hai & Zhao, Zhong, 2013. "Urban–rural disparities of child health and nutritional status in China from 1989 to 2006," Economics & Human Biology, Elsevier, vol. 11(3), pages 294-309.
    9. FLEURBAEY, Marc & SCHOKKAERT, Erik, 2011. "Equity in health and health care," LIDAM Discussion Papers CORE 2011026, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    10. Kristof Bosmans & Z. Emel Öztürk, 2021. "Measurement of inequality of opportunity: A normative approach," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(2), pages 213-237, June.
    11. Ferreira, Francisco H. G. & Peragine, Vito, 2015. "Equality of Opportunity: Theory and Evidence," IZA Discussion Papers 8994, Institute of Labor Economics (IZA).
    12. repec:dau:papers:123456789/13753 is not listed on IDEAS
    13. Deniz Karaoğlan & Dürdane Şirin Saraçoğlu, 2018. "Socio-Economic Factors Affecting Early Childhood Health: the Case of Turkey," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 11(3), pages 1051-1075, June.
    14. Florence Jusot & Sabine Mage & Marta Menendez, 2014. "Inequality of Opportunity in Health in Indonesia," Working Papers DT/2014/06, DIAL (Développement, Institutions et Mondialisation).
    15. ANDREOLI Francesco & HAVNES Tarjei & LEFRANC Arnaud, 2014. "Equalization of opportunity: Definitions, implementable conditions and application to early-childhood policy evaluation," LISER Working Paper Series 2014-12, Luxembourg Institute of Socio-Economic Research (LISER).
    16. X. Ramos & D. Van De Gaer, 2012. "Empirical Approaches to Inequality of Opportunity: Principles, Measures, and Evidence," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 12/792, Ghent University, Faculty of Economics and Business Administration.
    17. Le, Kien & Nguyen, My, 2020. "Shedding light on maternal education and child health in developing countries," World Development, Elsevier, vol. 133(C).
    18. David Pérez-Mesa & Gustavo A. Marrero & Sara Darias-Curvo, 2020. "Child health inequality and opportunities in Sub-Saharan Africa," Working Papers 557, ECINEQ, Society for the Study of Economic Inequality.
    19. Xavier Ramos & Dirk Van de gaer, 2012. "Empirical approaches to inequality of opportunity: Principles, measures, and evidence," Working Papers 259, ECINEQ, Society for the Study of Economic Inequality.
    20. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    21. Caroline Krafft, 2015. "The Determinants of Child Health Disparities in Jordan," Working Papers 950, Economic Research Forum, revised Sep 2015.

    More about this item

    Keywords

    Inequality of opportunity; Clustering; Malnutrition; Decomposition; Asia;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development

    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:ehbiol:v:35:y:2019:i:c:p:144-161. 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/inca/622964 .

    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.