35 Deming, David J., “The Growing Importance of Decision-Making on the Job,” NBER Working Papers 28733, National Bureau of Economic Research, Inc April 2021.

Flabbi, Luca and Roberta V. Gatti, “A primer on human capital,” Policy Research Working Paper Series 8309, The World Bank January 2018.

Gindling, T. H., Nadwa Mossaad, and David Newhouse, “How Large are Earnings Penalties for Self-Employed and Informal Wage Workers?,” _IZA Journal of Labor & Development_ , Dec 2016, _5_ (1), 20.

Gindling, T.H. and David Newhouse, “Self-Employment in the Developing World,” _World Development_ , 2014, _56_ , 313 – 331.

Hall, Robert E. and Charles I. Jones, “Why do Some Countries Produce So Much More Output Per Worker than Others?,” _The Quarterly Journal of Economics_ , 1999, _114_ (1), 83–116.

Hanushek, Eric A. and Dennis D. Kimko, “Schooling, Labor-Force Quality, and the Growth of Nations,” _American Economic Review_ , December 2000, _90_ (5), 1184–1208.

, Jens Ruhose, and Ludger Woessmann, “Knowledge Capital and Aggregate Income Differences: Development Accounting for US States,” _American Economic Journal: Macroeconomics_ , October 2017, _9_ (4), 184–224.

Hanushek, Eric and Ludger Woessmann, “Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation,” _Journal of Economic Growth_ , December 2012, _17_ (4), 267–321.

Heckman, James, _The Heckman Equation Brochure_ , Heckman: The Economics of Human Potential, 2019.

and Richard Robb, “Using Longitudinal Data to Estimate Age, Period and Cohort Effects in Earnings Equations,” in W.M. Mason and S.E. Fienberg S.E., eds., _Cohort Analysis in Social Research_ , Springer, New York, NY, 1985, pp. 137–150.

Heckman, James J, Lance Lochner, and Christopher Taber, “Explaining Rising Wage Inequality: Explorations with a Dynamic General Equilibrium Model of Labor Earnings with Heterogeneous Agents,” _Review of Economic Dynamics_ , 1998, _1_ (1), 1 – 58.

Hendricks, Lutz and Todd Schoellman, “Human Capital and Development Accounting: New Evidence from Wage Gains at Migration,” _The Quarterly Journal of Economics_ , 2018, _133_ (2), 665–700.

Islam, Asif, Remi Jedwab, Paul Romer, and Daniel Pereira, “Returns to Experience and the Sectoral and Spatial Allocation of Labor,” Mimeo 2019.

Jedwab, Remi, Asif Islam, Paul Romer, and Robert Samaniego, “Human Capital Accumulation at Work: Estimates for the World and Implications for Development,” Working Papers 2020-3, The George Washington University, Institute for International Economic Policy March 2020.

Jones, Benjamin F., “The Human Capital Stock: A Generalized Approach,” _American Economic Review_ , November 2014, _104_ (11), 3752–77.

, “The Human Capital Stock: A Generalized Approach: Reply,” _American Economic Review_ , March 2019, _109_ (3), 1175–95.

Jones, Charles I. and Paul M. Romer, “The New Kaldor Facts: Ideas, Institutions, Population, and Human Capital,” _American Economic Journal: Macroeconomics_ , January 2010, _2_ (1), 224–45.

Jovanovic, Boyan and Yaw Nyarko, “Learning by Doing and the Choice of Technology,” _Econometrica_ , 1996, _64_ (6), 1299–1310.

Kahn, Lisa B., “The long-term labor market consequences of graduating from college in a bad economy,” _Labour Economics_ , 2010, _17_ (2), 303–316.

Klenow, Peter and Andres Rodriguez-Clare, “The Neoclassical Revival in Growth Economics: Has It Gone Too Far?,” in “NBER Macroeconomics Annual 1997, Volume 12” NBER Chapters, National Bureau of Economic Research, Inc, 1997, pp. 73–114.

Lagakos, David, Benjamin Moll, Tommaso Porzio, Nancy Qian, and Todd Schoellman, “Life-Cycle Human Capital Accumulation across Countries: Lessons from US Immigrants,” _Journal of Human Capital_ , 2018, _12_ (2), 305–342.

, , , , and , “Life Cycle Wage Growth across Countries,” _Journal of Political Economy_ , 2018, _126_ (2), 797–849. Lucas, Robert E., “On the mechanics of economic development,” _Journal of Monetary Economics_ , 1988, _22_ (1), 3 – 42.

Mankiw, N. Gregory, David Romer, and David N. Weil, “A Contribution to the Empirics of Economic Growth,” _The Quarterly Journal of Economics_ , 1992, _107_ (2), 407–437.

Manuelli, Rodolfo E. and Ananth Seshadri, “Human Capital and the Wealth of Nations,” _American Economic Review_ , September 2014, _104_ (9), 2736–62.

Mincer, J., _Schooling, experience and earnings_ , New York: Columbia University Press, 1974.

Montenegro, Claudio and Maximilian Hirn, _A New Disaggregated Set of Labor Market Indicators Using Standardized Household Surveys from Around the World_ , Background Paper for the 2009 World Development Report (“Reshaping Economic Geography”). Washington DC: The World Bank., 2009.

Montenegro, Claudio E. and Harry Anthony Patrinos, “Comparable Estimates of Returns to Schooling around