Name File Type Size Last Modified
README_JEP_HumanCapital.pdf application/pdf 142.8 KB 07/28/2022 04:57:AM
afqt_adjusted_final.dta application/x-stata-dta 07/22/2022 05:58:AM
fig1_JEP_Oct2021.gph application/vnd.flographit 7 KB 10/05/2021 09:46:AM
fig1_JEP_Oct2021.xlsx application/vnd.openxmlformats-officedocument.spreadsheetml.sheet 12.8 KB 05/12/2022 11:22:AM
nlsy79_2-value-labels.do application/x-stata-do 07/22/2022 05:58:AM
nlsy79_2.csv text/csv 07/22/2022 05:41:AM
table1_JEP.do text/plain 3.7 KB 07/22/2022 05:57:AM

Project Citation: 

Deming, David. Data and Code for: Four Facts about Human Capital. Nashville, TN: American Economic Association [publisher], 2022. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2022-08-24. https://doi.org/10.3886/E170341V1

Project Description

Summary:  View help for Summary This is the data and code repository for a forthcoming paper in the Journal of Economic Perspectives called "Four Facts about Human Capital".

The paper synthesizes what economists have learned about human capital since Becker (1962) into four stylized facts. First, human capital explains at least one-third of the variation in labor earnings within countries and at least half of the variation across countries. Second, human capital investments have high economic returns throughout childhood and young adulthood. Third, we know how to build foundational skills such as literacy and numeracy, and resources are often the main constraint. Fourth, higher-order skills such as problem-solving and teamwork are increasingly valuable, and the technology for producing these skills is not well-understood. We know that investment in education works and that skills matter for earnings, but we do not always know why.

Scope of Project

JEL Classification:  View help for JEL Classification
      J24 Human Capital; Skills; Occupational Choice; Labor Productivity


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