Mitchell, Mark (2020): The Development of Health and Human Capital Accumulation.
Preview |
PDF
MPRA_paper_103711.pdf Download (3MB) | Preview |
Preview |
PDF
MPRA_paper_104134.pdf Download (3MB) | Preview |
Abstract
Childhood health affects both future health and skill accumulation, giving rise to disparities in human capital. I estimate flexible production functions of health, cognition and socio-emotional skill between 9 months-14 years of age that capture dynamic relationships between past stocks of human capital, parental human capital and household investments. Using multiple measures of inputs and a latent factor structure, I find that health development is highly self-productive and influenced by parental health, but that skills affect its development in late childhood. Health is important for cognitive development at key early and late stages, and excluding it overstates cognition's role in skill accumulation. Simulations show that interventions aimed at improving the health of children or their parents lead to improvements in health and skills at 14.
Item Type: | MPRA Paper |
---|---|
Original Title: | The Development of Health and Human Capital Accumulation |
Language: | English |
Keywords: | Human capital, child development, dynamic factor analysis, health, cognitive skills, socio-emotional skills |
Subjects: | I - Health, Education, and Welfare > I1 - Health > I12 - Health Behavior I - Health, Education, and Welfare > I1 - Health > I14 - Health and Inequality J - Labor and Demographic Economics > J1 - Demographic Economics > J13 - Fertility ; Family Planning ; Child Care ; Children ; Youth J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J24 - Human Capital ; Skills ; Occupational Choice ; Labor Productivity |
Item ID: | 104134 |
Depositing User: | Mr Mark Mitchell |
Date Deposited: | 14 Nov 2020 05:10 |
Last Modified: | 22 Dec 2024 19:44 |
References: | Agostinelli, F., and G. Sorrenti. 2018. “Money vs. time: family income, maternal labor supply, and child development.� Agostinelli, F., and M. Wiswall. 2016a. “Estimating the technology of children’s skill formation.�Technical report, National Bureau of Economic Research. Agostinelli, F., and M. Wiswall. 2016b. “Identification of dynamic latent factor models: The implications of re-normalization in a model of child development.�Technical report, National Bureau of Economic Research. Aizer, A., and F. Cunha. 2012. “The production of human capital: Endowments, investments and fertility.�Technical report, National Bureau of Economic Research. Almond, D., and J. Currie. 2011. “Killing me softly: The fetal origins hypothesis.� The journal of economic perspectives: a journal of the American Economic Association, 25(3): , p. 153. Attanasio, O., R. Blundell, G. Conti, and G. Mason. 2020a. “Inequality in socio-emotional skills: A cross-cohort comparison.� Journal of Public Economics, p. 104171. Attanasio, O., S. Cattan, E. Fitzsimons, C. Meghir, and M. Rubio-Codina. 2020b. “Estimating the production function for human capital: results from a randomized controlled trial in colombia.� American Economic Review, 110(1): 48–85. Attanasio, O., C. Meghir, and E. Nix. 2020c. “Human capital development and parental investment in India.� Review of Economic Studies, online publication. Attanasio, O., C. Meghir, E. Nix, and F. Salvati. 2017. “Human capital growth and poverty: Evidence from ethiopia and peru.� Review of economic dynamics, 25 234–259. Bernal, R. 2008. “The effect of maternal employment and child care on children’s cognitive development.� International Economic Review, 49(4): 1173–1209. Bharadwaj, P., J. P. Eberhard, and C. A. Neilson. 2018. “Health at birth, parental investments, and academic outcomes.� Journal of Labor Economics, 36(2): 349–394. Biroli, P., T. Boneva, A. Raja, and C. Rauh. 2018. “Parental beliefs about returns to child health investments.� Boneva, T., and C. Rauh. 2016. “Human capital production and parental beliefs.� Unpublished Manuscript, University College London. Carey, W. B., and S. C. McDevitt. 1978. “Revision of the infant temperament questionnaire.� Pediatrics, 61(5): 735–739. Case, A., A. Fertig, and C. Paxson. 2005. “The lasting impact of childhood health and circumstance.� Journal of health economics, 24(2): 365–389. Case, A., D. Lubotsky, and C. Paxson. 2002. “Economic status and health in childhood: The origins of the gradient.� The American Economic Review, 92(5): 1308–1334. Cattan, S., G. Conti, C. Farquharson, and R. Ginja. 2019. “The health effects of sure start.� Cattell, R. B. 1966. “The scree test for the number of factors.� Multivariate behavioral research, 1(2): 245–276. Conti, G., J. Heckman, and S. Urzua. 2010. “The education-health gradient.� American Economic Review, 100(2): 234–38. Cunha, F., I. Elo, and J. Culhane. 2013. “Eliciting maternal expectations about the technology of cognitive skill formation.�Technical report, National Bureau of Economic Research. Cunha, F., and J. Heckman. 2007. “The technology of skill formation.�Technical report, National Bureau of Economic Research. Cunha, F., and J. J. Heckman. 2008. “Formulating, identifying and estimating the technology of cognitive and noncognitive skill formation.� Journal of Human Resources, 43(4): 738–782. Cunha,F.,J.J.Heckman,andS.M.Schennach. 2010.“Estimating the technology of cognitive and noncognitive skill formation.� Econometrica, 78(3): 883–931. Currie, J. 2009. “Healthy, wealthy, and wise: Socioeconomic status, poor health in childhood, and human capital development.� Journal of EconomIc Literature, 47(1): 87–122. Del Boca, D., C. Flinn, and M. Wiswall. 2013. “Household choices and child development.� Review of Economic Studies, 81(1): 137–185. Del Boca, D., C. Flinn, and M. Wiswall. 2016. “Transfers to households with children and child development.� The Economic Journal, 126(596): F136–F183. Diamond, A. 2000. “Close interrelation of motor development and cognitive development and of the cerebellum and prefrontal cortex.� Child development, 71(1): 44–56. Fenson, L., P. S. Dale, J. S. Reznick, D. Thal, E. Bates, J. P. Hartung, S. Pethick, and S. Judy. 1986. “Reilly (1993).� MacArthur Communicative Development Inventories: User’s guide and technical manual. Fitsimons, E. et al. 2017. “Millenium Cohort Study, Sixth Survey 2015-16 User Guide.� Frankenburg, W. K., and J. B. Dodds. 1967. “The denver developmental screening test.� The Journal of pediatrics, 71(2): 181–191. Grossman, M. 1972. “On the concept of health capital and the demand for health.� Journal of Political economy, 80(2): 223–255. Hansen, K., J. Johnson, L. Calderwood, T. Mostafa, L. Platt, R. Rosenberg, and K. Smith. 2014. “Millennium cohort study: A guide to the datasets (eighth edition).�Technical report, Centre for Longitudinal Studies. Horn,J.L.1965.“A rationale and test for the number of factors in factor analysis.�Psychometrika, 30(2): 179–185. Johnson, J., M. Atkinson, R. Rosenberg et al. 2015. “Millenium Cohort Study Psychological, Developmental, and Health Inventories: User guide to the data.� Kaiser, H. F. 1960. “The application of electronic computers to factor analysis.� Educational and psychological measurement, 20(1): 141–151. Lu, C., M. M. Black, and L. M. Richter. 2016. “Risk of poor development in young children in low-income and middle-income countries: an estimation and analysis at the global, regional, and country level.� The Lancet Global Health, 4(12): e916–e922. Nicoletti, C., and V. Tonei. forthcoming. “Do parental time investments react to changes in child’s skills and health?� European Economic Review. Peters, D. H., A. Garg, G. Bloom, D. G. Walker, W. R. Brieger, and M. Hafizur Rahman. 2008. “Poverty and access to health care in developing countries.� Annals of the New York Academy of Sciences, 1136(1): 161–171. Sandner, M., T. Cornelissen, T. Jungmann, and P. Herrmann. 2018. “Evaluating the effects of a targeted home visiting program on maternal and child health outcomes.� Journal of health economics, 58 269–283. WHO. 2018. International Classification of Diseases (11tℎ revision). Yi, J., J. J. Heckman, J. Zhang, and G. Conti. 2015. “Early health shocks, intra-household resource allocation and child outcomes.� The Economic Journal, 125(588): F347–F371. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/104134 |
Available Versions of this Item
-
The Development of Health and Human Capital Accumulation. (deposited 23 Oct 2020 01:43)
- The Development of Health and Human Capital Accumulation. (deposited 14 Nov 2020 05:10) [Currently Displayed]