James J. Heckman

University of Chicago - Department of Economics

Henry Schultz Distinguished Service Professor of Economics

1126 East 59th Street

Chicago, IL 60637

United States

National Bureau of Economic Research (NBER)

1050 Massachusetts Avenue

Cambridge, MA 02138

United States

American Bar Foundation

750 N. Lake Shore Drive

Chicago, IL 60611

United States

Institute for the Study of Labor (IZA)

P.O. Box 7240

Bonn, D-53072

Germany

CESifo (Center for Economic Studies and Ifo Institute)

Poschinger Str. 5

Munich, DE-81679

Germany

SCHOLARLY PAPERS

195

DOWNLOADS
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33,891

SSRN CITATIONS
Rank 5

SSRN RANKINGS

Top 5

in Total Papers Citations

5,284

CROSSREF CITATIONS

12,987

Scholarly Papers (195)

1.
Downloads 4,790 ( 2,386)
Citation 72

Human Capital Policy

Number of pages: 151 Posted: 17 Aug 2003
Pedro Manuel Carneiro and James J. Heckman
University College London - Department of Economics and University of Chicago - Department of Economics
Downloads 4,299 (2,832)
Citation 17

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Human Capital, Life Cycle

Human Capital Policy

NBER Working Paper No. w9495
Number of pages: 127 Posted: 26 Feb 2003 Last Revised: 13 Jun 2021
Pedro Manuel Carneiro and James J. Heckman
University College London - Department of Economics and University of Chicago - Department of Economics
Downloads 491 (74,866)
Citation 6

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2.

The Effect of Prayer on God's Attitude Toward Mankind

Number of pages: 8 Posted: 18 Aug 2008
James J. Heckman
University of Chicago - Department of Economics
Downloads 1,691 (13,453)

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kernel estimator, unobserved variables

3.
Downloads 815 ( 39,274)
Citation 9

Investing in Our Young People

NBER Working Paper No. w16201
Number of pages: 33 Posted: 19 Jul 2010 Last Revised: 09 Oct 2021
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 711 (46,591)

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Investing in Our Young People

Number of pages: 33 Posted: 12 Jul 2010
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 104 (332,774)
Citation 3

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skill formation, cognitive skills, noncognitive skills, technology of skill formation, investment in children

4.
Downloads 799 ( 40,413)
Citation 23

Fifty Years of Mincer Earnings Regressions

Number of pages: 75 Posted: 11 Jun 2003
James J. Heckman, Lance Lochner and Petra Todd
University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and University of Pennsylvania - Department of Economics
Downloads 675 (49,987)
Citation 4

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Mincer Model, Earnings Regressions, Returns to Schooling

Fifty Years of Mincer Earnings Regressions

NBER Working Paper No. w9732
Number of pages: 73 Posted: 15 Jun 2003 Last Revised: 06 Aug 2021
James J. Heckman, Lance Lochner and Petra Todd
University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and University of Pennsylvania - Department of Economics
Downloads 124 (293,662)
Citation 2

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5.
Downloads 717 ( 46,682)
Citation 102

The Economics and Psychology of Personality Traits

Number of pages: 166 Posted: 23 May 2008
Lex Borghans, Angela Duckworth, James J. Heckman and Bas ter Weel
Maastricht University - Department of Economics, University of Pennsylvania - Department of Psychology, University of Chicago - Department of Economics and University of Amsterdam - SEO Economic Research
Downloads 477 (77,577)
Citation 50

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personality traits, lifecycle effects

The Economics and Psychology of Personality Traits

NBER Working Paper No. w13810
Number of pages: 165 Posted: 15 Feb 2008 Last Revised: 28 Mar 2021
Lex Borghans, Angela Duckworth, James J. Heckman and Bas ter Weel
Maastricht University - Department of Economics, University of Pennsylvania - Department of Psychology, University of Chicago - Department of Economics and University of Amsterdam - SEO Economic Research
Downloads 240 (165,429)
Citation 54

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Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond

Number of pages: 200 Posted: 09 Aug 2005
James J. Heckman, Lance Lochner and Petra Todd
University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and University of Pennsylvania - Department of Economics
Downloads 604 (57,747)

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rate of return to schooling, internal rate of return, uncertainty, psychic costs, panel data, distribution

Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond

NBER Working Paper No. w11544
Number of pages: 199 Posted: 20 Sep 2005 Last Revised: 19 Jul 2010
James J. Heckman, Lance Lochner and Petra Todd
University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and University of Pennsylvania - Department of Economics
Downloads 54 (484,407)
Citation 28

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7.

A Dynamic Model of Health, Addiction, Education, and Wealth

Becker Friedman Institute for Research in Economics Working Paper No. 2688384, University of Miami Business School Research Paper No. 2688384
Number of pages: 80 Posted: 13 Nov 2015 Last Revised: 16 Apr 2019
Rong Hai and James J. Heckman
University of Miami - School of Business Administration - Department of Economics and University of Chicago - Department of Economics
Downloads 640 (54,262)
Citation 13

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Health Capital, Education, Wealth, Human Capital, Rational Addiction, Credit Constraints, Unhealthy Behavior

Lab Experiments are a Major Source of Knowledge in the Social Sciences

Number of pages: 17 Posted: 16 Jan 2010
Armin Falk and James J. Heckman
University of Bonn - Economic Science Area and University of Chicago - Department of Economics
Downloads 352 (110,534)
Citation 2

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laboratory experiments, field experiments, controlled variation

Lab Experiments are a Major Source of Knowledge in the Social Sciences

Number of pages: 14 Posted: 09 Nov 2009
Armin Falk and James J. Heckman
University of Bonn - Economic Science Area and University of Chicago - Department of Economics
Downloads 277 (143,200)
Citation 4

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laboratory experiments, field experiments, controlled variation

Lab Experiments are a Major Source of Knowledge in the Social Sciences

Number of pages: 14 Posted: 18 Jan 2010
Armin Falk and James J. Heckman
University of Bonn - Economic Science Area and University of Chicago - Department of Economics
Downloads 4 (816,433)
Citation 24
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controlled variation, field experiments, laboratory experiments

9.
Downloads 571 ( 62,703)
Citation 207

Interpreting the Evidence on Life Cycle Skill Formation

Number of pages: 165 Posted: 28 Jul 2005
University of Pennsylvania - Department of Economics, University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and University of Chicago - Harris School of Public Policy
Downloads 459 (81,358)
Citation 27

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skill formation, education, government policy, educational finance

Interpreting the Evidence on Life Cycle Skill Formation

NBER Working Paper No. w11331
Number of pages: 164 Posted: 14 Jun 2005 Last Revised: 19 Dec 2021
University of Pennsylvania - Department of Economics, University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and University of Chicago - Harris School of Public Policy
Downloads 112 (315,998)
Citation 77

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10.
Downloads 563 ( 63,842)
Citation 94

Schools, Skills, and Synapses

Number of pages: 95 Posted: 05 Jun 2008
James J. Heckman
University of Chicago - Department of Economics
Downloads 464 (80,218)
Citation 17

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productivity, high school dropout, ability gaps, family influence, noncognitive skills, early interventions

Schools, Skills, and Synapses

NBER Working Paper No. w14064
Number of pages: 94 Posted: 09 Jun 2008 Last Revised: 06 Dec 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 95 (353,420)

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Schools, Skills, and Synapses

Economic Inquiry, Vol. 46, Issue 3, pp. 289-324, July 2008
Number of pages: 36 Posted: 08 Sep 2008
James J. Heckman
University of Chicago - Department of Economics
Downloads 4 (816,433)
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The Productivity Argument for Investing in Young Children

Number of pages: 100 Posted: 26 Apr 2007
James J. Heckman and Dimitriy V. Masterov
University of Chicago - Department of Economics and University of Michigan at Ann Arbor
Downloads 422 (89,755)
Citation 9

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early childhood investment, noncognitive skills, cognitive skills

The Productivity Argument for Investing in Young Children

NBER Working Paper No. w13016
Number of pages: 99 Posted: 06 Apr 2007 Last Revised: 24 Jan 2022
James J. Heckman and Dimitriy V. Masterov
University of Chicago - Department of Economics and University of Michigan at Ann Arbor
Downloads 140 (267,477)
Citation 20

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12.
Downloads 491 ( 75,622)
Citation 525

The Technology of Skill Formation

Number of pages: 39 Posted: 23 Jan 2007
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 361 (107,471)
Citation 33

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self productivity, skill multiplier, dynamic complementarity, accident of birth

The Technology of Skill Formation

NBER Working Paper No. w12840
Number of pages: 38 Posted: 20 Jan 2007 Last Revised: 02 Aug 2021
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 130 (283,211)
Citation 110

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13.
Downloads 460 ( 81,899)
Citation 37

Econometric Causality

Number of pages: 55 Posted: 23 May 2008
James J. Heckman
University of Chicago - Department of Economics
Downloads 359 (108,106)
Citation 7

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anticipated vs. realized outcomes, subjective and objective evaluations, Neyman-Rubin model, Roy model, econometrics, causality, counterfactuals, treatment effects

Econometric Causality

NBER Working Paper No. w13934
Number of pages: 55 Posted: 17 Apr 2008 Last Revised: 30 Jul 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 101 (339,477)
Citation 4

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The Rate of Return to the High/Scope Perry Preschool Program

Number of pages: 63 Posted: 09 Nov 2009
University of Chicago - Department of Economics, University of Chicago - Department of Economics, University of Chicago - Department of Economics, College of William and Mary - Department of Economics and University of Chicago - Department of Economics
Downloads 379 (107,778)
Citation 7

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rate of return, cost-benefit analysis, standard errors, Perry Preschool Program, compromised randomization, early childhood intervention programs, deadweight costs

The Rate of Return to the High/Scope Perry Preschool Program

NBER Working Paper No. w15471
Number of pages: 63 Posted: 09 Nov 2009 Last Revised: 11 Apr 2021
University of Chicago - Department of Economics, University of Chicago - Department of Economics, University of Chicago - Department of Economics, College of William and Mary - Department of Economics and University of Chicago - Department of Economics
Downloads 37 (566,237)

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15.

The Schooling of Southern Blacks: The Roles of Legal Activism and Private Philanthropy, 1910-1960

PIER Working Paper No. 01-036; Stanford Law School, Public Law Working Paper No. 11; and Stanford Law and Economics Olin Working Paper No. 198
Number of pages: 53 Posted: 27 Jun 2000
John J. Donohue, James J. Heckman and Petra Todd
Stanford Law School, University of Chicago - Department of Economics and University of Pennsylvania - Department of Economics
Downloads 395 (97,703)
Citation 11

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16.

Simulation and Estimation of Hedonic Models

Number of pages: 104 Posted: 16 Aug 2003
James J. Heckman, Rosa L. Matzkin and Lars Nesheim
University of Chicago - Department of Economics, University of California, Los Angeles (UCLA) and University College London
Downloads 393 (98,268)
Citation 2

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hedonic models, nonparametric methods, simulation, Monte Carlo, additive models, nonadditive models

The American High School Graduation Rate: Trends and Levels

Number of pages: 62 Posted: 23 May 2008
James J. Heckman and Paul LaFontaine
University of Chicago - Department of Economics and American Bar Association
Downloads 284 (139,529)
Citation 10

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high school dropout rate, high school graduation rates, educational attainment

The American High School Graduation Rate: Trends and Levels

NBER Working Paper No. w13670
Number of pages: 61 Posted: 19 Dec 2007 Last Revised: 08 Nov 2021
James J. Heckman and Paul LaFontaine
University of Chicago - Department of Economics and American Bar Association
Downloads 94 (355,786)
Citation 11

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18.
Downloads 369 (105,599)
Citation 129

Hard Evidence on Soft Skills

Number of pages: 54 Posted: 09 Jun 2012
James J. Heckman and Tim Kautz
University of Chicago - Department of Economics and University of Chicago
Downloads 207 (190,703)
Citation 28

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personality, achievement tests, IQ, cognition

Hard Evidence on Soft Skills

NBER Working Paper No. w18121
Number of pages: 54 Posted: 03 Jun 2012 Last Revised: 06 Jan 2022
James J. Heckman and Tim Kautz
University of Chicago - Department of Economics and University of Chicago
Downloads 162 (236,970)
Citation 11

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Using Matching, Instrumental Variables and Control Functions to Estimate Economic Choice Models

Number of pages: 49 Posted: 09 May 2003
James J. Heckman and Salvador Navarro-Lozano
University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 288 (137,521)
Citation 21

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Matching, Control Functions, Instrumental Variables, Discrete Choice, Identification

Using Matching, Instrumental Variables and Control Functions to Estimate Economic Choice Models

NBER Working Paper No. w9497
Number of pages: 46 Posted: 18 Feb 2003 Last Revised: 15 Dec 2021
James J. Heckman and Salvador Navarro-Lozano
University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 49 (506,203)
Citation 4

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Gender Differences in Risk Aversion and Ambiguity Aversion

Number of pages: 19 Posted: 02 Mar 2009
Lex Borghans, Bart Golsteyn, James J. Heckman and Huub Meijers
Maastricht University - Department of Economics, Maastricht University - Research Centre for Education and the Labour Market (ROA), University of Chicago - Department of Economics and University of Maastricht - Maastricht Economic Research Institute on Innovation and Technology (MERIT)
Downloads 207 (190,703)
Citation 28

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gender, risk aversion, ambiguity aversion

Gender Differences in Risk Aversion and Ambiguity Aversion

NBER Working Paper No. w14713
Number of pages: 18 Posted: 17 Feb 2009 Last Revised: 15 Sep 2021
Lex Borghans, Bart Golsteyn, James J. Heckman and Huub Meijers
Maastricht University - Department of Economics, Maastricht University - Research Centre for Education and the Labour Market (ROA), University of Chicago - Department of Economics and University of Maastricht - Maastricht Economic Research Institute on Innovation and Technology (MERIT)
Downloads 118 (304,512)
Citation 28

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Selection Bias, Comparative Advantage and Heterogeneous Returns to Education: Evidence from China in 2000

Number of pages: 31 Posted: 18 Aug 2003
James J. Heckman and Xuesong Li
University of Chicago - Department of Economics and Chinese Academy of Social Sciences (CASS) - Institute of Quantitative & Technical Economics
Downloads 219 (180,806)
Citation 4

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education, returns to education

Selection Bias, Comparative Advantage and Heterogeneous Returns to Education

NBER Working Paper No. w9877
Number of pages: 29 Posted: 04 Aug 2003 Last Revised: 29 Dec 2021
James J. Heckman and Xuesong Li
University of Chicago - Department of Economics and Chinese Academy of Social Sciences (CASS) - Institute of Quantitative & Technical Economics
Downloads 75 (408,581)
Citation 5

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Selection Bias, Comparative Advantage and Heterogeneous Returns to Education: Evidence from China in 2000

Pacific Economic Review, Vol. 9, No. 3, pp. 155-171, October 2004
Number of pages: 17 Posted: 03 Nov 2004
James J. Heckman and Xuesong Li
University of Chicago - Department of Economics and Chinese Academy of Social Sciences (CASS) - Institute of Quantitative & Technical Economics
Downloads 29 (614,368)
Citation 13
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Comparing IV with Structural Models: What Simple IV Can and Cannot Identify

Number of pages: 34 Posted: 02 Feb 2009
James J. Heckman and Sergio Urzua
University of Chicago - Department of Economics and Northwestern University
Downloads 219 (180,806)
Citation 17

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instrumental variables, structural approaches, Marschak's Maxim

Comparing IV with Structural Models: What Simple IV Can and Cannot Identify

NBER Working Paper No. w14706
Number of pages: 33 Posted: 17 Feb 2009 Last Revised: 08 Sep 2021
James J. Heckman and Sergio Urzua
University of Chicago - Department of Economics and Northwestern University
Downloads 93 (358,327)

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23.
Downloads 310 (127,836)
Citation 28

Identification and Estimation of Hedonic Models

Number of pages: 75 Posted: 22 Oct 2003
Ivar Ekeland, James J. Heckman and Lars Nesheim
University of British Columbia (UBC) - Faculty of Education, University of Chicago - Department of Economics and University College London
Downloads 258 (153,975)

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additive hedonic models, semiparametric estimation

Identification and Estimation of Hedonic Models

NBER Working Paper No. w9910
Number of pages: 74 Posted: 19 Aug 2003 Last Revised: 01 Aug 2021
Ivar Ekeland, James J. Heckman and Lars Nesheim
University of British Columbia (UBC) - Faculty of Education, University of Chicago - Department of Economics and University College London
Downloads 52 (492,897)
Citation 3

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Identification and Estimation of Hedonic Models

Journal of Political Economy, Vol. 112, No. 1, pp. S60-S109, February 2004
Posted: 26 Jan 2004
Ivar Ekeland, James J. Heckman and Lars Nesheim
University of British Columbia (UBC) - Faculty of Education, University of Chicago - Department of Economics and University College London

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Removing the Veil of Ignorance in Assessing the Distributional Impacts of Social Policies

Number of pages: 32 Posted: 09 Apr 2002
University College London - Department of Economics, Northwestern University - Department of Marketing and University of Chicago - Department of Economics
Downloads 260 (152,779)

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Social Programs, Distributional Effects, Policy Evaluation

Removing the Veil of Ignorance in Assessing the Distributional Impacts of Social Policies

NBER Working Paper No. w8840
Number of pages: 31 Posted: 23 Mar 2002 Last Revised: 29 Aug 2021
University College London - Department of Economics, Northwestern University - Department of Marketing and University of Chicago - Department of Economics
Downloads 50 (501,669)
Citation 6

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The Economics, Technology and Neuroscience of Human Capability Formation

Number of pages: 29 Posted: 11 Jul 2007
James J. Heckman
University of Chicago - Department of Economics
Downloads 229 (173,160)
Citation 59

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critical periods, sensitive periods, early childhood, Barker hypothesis

The Economics, Technology and Neuroscience of Human Capability Formation

NBER Working Paper No. w13195
Number of pages: 28 Posted: 03 Jul 2007 Last Revised: 21 Jan 2022
James J. Heckman
University of Chicago - Department of Economics
Downloads 63 (449,354)
Citation 7

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26.

Private Notes on Gary Becker

Number of pages: 186 Posted: 24 May 2014
James J. Heckman
University of Chicago - Department of Economics
Downloads 290 (137,236)

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human capital, human behavior, lifetime contributions, tribute

27.
Downloads 288 (138,219)
Citation 122

Personality Psychology and Economics

Number of pages: 254 Posted: 21 Feb 2011
University of Chicago - Department of Economics, University of Pennsylvania - Department of Psychology, University of Chicago - Department of Economics and University of Chicago
Downloads 178 (218,534)
Citation 64

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personality, behavioral economics, cognitive traits, wages, economic success, human development, person-situation debate

Personality Psychology and Economics

NBER Working Paper No. w16822
Number of pages: 252 Posted: 04 Apr 2011 Last Revised: 20 Jun 2021
University of Chicago - Department of Economics, University of Pennsylvania - Department of Psychology, University of Chicago - Department of Economics and University of Chicago
Downloads 110 (320,066)
Citation 21

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28.

Sample Selection Bias as a Specification Error (with an Application to the Estimation of Labor Supply Functions)

NBER Working Paper No. w0172
Number of pages: 59 Posted: 29 Jun 2004 Last Revised: 23 Dec 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 274 (145,485)
Citation 514

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29.

Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice

Number of pages: 66 Posted: 09 May 2003
University College London - Department of Economics, Northwestern University - Department of Marketing and University of Chicago - Department of Economics
Downloads 261 (152,764)
Citation 17

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Policy Evaluation, Returns to Schooling, Factor Models, Counterfactual Distributions

Understanding Instrumental Variables in Models with Essential Heterogeneity

Number of pages: 111 Posted: 15 Oct 2006
James J. Heckman, Edward Vytlacil and Sergio Urzua
University of Chicago - Department of Economics, Yale University - Department of Economics and Northwestern University
Downloads 217 (182,369)
Citation 35

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unobserved heterogeneity, instrumental variables, treatment parameters, policy evaluation

Understanding Instrumental Variables in Models with Essential Heterogeneity

NBER Working Paper No. w12574
Number of pages: 110 Posted: 08 Oct 2006 Last Revised: 11 Nov 2021
James J. Heckman, Sergio Urzua and Edward Vytlacil
University of Chicago - Department of Economics, Northwestern University and Yale University - Department of Economics
Downloads 38 (560,761)
Citation 41

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The Life-Cycle Benefits of an Influential Early Childhood Program

CESR-Schaeffer Working Paper No. 2016-18
Number of pages: 74 Posted: 14 Dec 2016 Last Revised: 28 Dec 2016
Clemson University - John E. Walker Department of Economics, University of Chicago - Department of Economics, University of Southern California - Leonard D. Schaeffer Center for Health Policy & Economics and University of Southern California
Downloads 168 (229,764)
Citation 1

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Childcare, Early Childhood Education, Gender Differences in Responses to Programs, Health, Long-Term Predictions, Quality of Life, Randomized Trials, Substitution Bias

The Life-Cycle Benefits of an Influential Early Childhood Program

NBER Working Paper No. w22993
Number of pages: 75 Posted: 03 Jan 2017 Last Revised: 30 Oct 2021
Clemson University - John E. Walker Department of Economics, University of Chicago - Department of Economics, University of Southern California - Leonard D. Schaeffer Center for Health Policy & Economics and University of Southern California
Downloads 54 (484,407)
Citation 1

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The Life-Cycle Benefits of an Influential Early Childhood Program

Number of pages: 75 Posted: 10 Jan 2017
Clemson University - John E. Walker Department of Economics, University of Chicago - Department of Economics, University of Southern California - Leonard D. Schaeffer Center for Health Policy & Economics and University of Southern California
Downloads 29 (614,368)

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childcare, early childhood education, long-term predictions, gender differences in responses to programs, health, quality of life, randomized trials, substitution bias

Economic, Neurobiological and Behavioral Perspectives on Building America's Future Workforce

Number of pages: 35 Posted: 25 Jul 2006
Stanford University - School of Medicine, University of Chicago - Department of Economics, University of Pittsburgh and Harvard University
Downloads 195 (201,468)
Citation 4

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child development, early experience, economic productivity, critical and

Economic, Neurobiological and Behavioral Perspectives on Building America&Apos;S Future Workforce

NBER Working Paper No. w12298
Number of pages: 26 Posted: 20 Jul 2006 Last Revised: 09 Aug 2021
Stanford University - School of Medicine, University of Chicago - Department of Economics, University of Pittsburgh and Harvard University
Downloads 56 (476,375)
Citation 15

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33.
Downloads 250 (159,562)
Citation 29

The Performance of Performance Standards

Number of pages: 61 Posted: 09 Aug 2002
James J. Heckman, Carolyn Heinrich and Jeffrey A. Smith
University of Chicago - Department of Economics, University of North Carolina (UNC) at Chapel Hill - Department of Public Policy and University of Wisconsin - Madison
Downloads 210 (188,062)

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Performance Standards, Reinventing Government, Evaluation, JTPA

The Performance of Performance Standards

NBER Working Paper No. w9002
Number of pages: 60 Posted: 13 Jun 2002 Last Revised: 08 Aug 2021
James J. Heckman, Carolyn Heinrich and Jeffrey A. Smith
University of Chicago - Department of Economics, University of North Carolina (UNC) at Chapel Hill - Department of Public Policy and University of Wisconsin - Madison
Downloads 40 (550,147)

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Labor Market Discrimination and Racial Differences in Premarket Factors

Number of pages: 46 Posted: 06 Jan 2005
University College London - Department of Economics, University of Chicago - Department of Economics and University of Chicago - Harris School of Public Policy
Downloads 177 (219,604)
Citation 3

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ability, test scores, gaps, education

Labor Market Discrimination and Racial Differences in Premarket Factors

NBER Working Paper No. w10068
Number of pages: 64 Posted: 06 Nov 2003 Last Revised: 05 Jan 2022
University College London - Department of Economics, University of Chicago - Department of Economics and University of Chicago - Harris School of Public Policy
Downloads 54 (484,407)
Citation 5

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35.
Downloads 227 (175,083)
Citation 95

Dynamic Discrete Choice and Dynamic Treatment Effects

Number of pages: 96 Posted: 18 Oct 2005
James J. Heckman and Salvador Navarro-Lozano
University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 186 (210,188)
Citation 5

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dynamic treatment effects, dynamic discrete choice, semiparametric identification

Dynamic Discrete Choice and Dynamic Treatment Effects

NBER Working Paper No. t0316
Number of pages: 95 Posted: 21 Aug 2007 Last Revised: 14 Nov 2021
James J. Heckman and Salvador Navarro-Lozano
University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 41 (544,918)
Citation 25

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The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior

NBER Working Paper No. w12006
Number of pages: 80 Posted: 22 Apr 2006 Last Revised: 23 Oct 2021
James J. Heckman, Jora Stixrud and Sergio Urzua
University of Chicago - Department of Economics, University of Chicago - Department of Economics and Northwestern University
Downloads 220 (180,323)
Citation 134

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37.
Downloads 219 (181,158)
Citation 16

Causal Analysis after Haavelmo

NBER Working Paper No. w19453
Number of pages: 51 Posted: 25 Sep 2013 Last Revised: 28 Aug 2021
James J. Heckman and Rodrigo R. Pinto
University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 176 (220,677)
Citation 4

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Causal Analysis after Haavelmo

Number of pages: 52 Posted: 05 Oct 2013
James J. Heckman and Rodrigo R. Pinto
University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 43 (534,792)
Citation 1

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causality, identification, do-calculus, directed acyclic graphs, simultaneous treatment effects

Separating Uncertainty from Heterogeneity in Life Cycle Earnings

Number of pages: 125 Posted: 05 Jan 2005
Flavio Cunha, James J. Heckman and Salvador Navarro-Lozano
University of Pennsylvania - Department of Economics, University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 165 (233,337)
Citation 3

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uncertainty, lifecycle earnings, schooling, heterogeneity, counterfactuals

Separating Uncertainty from Heterogeneity in Life Cycle Earnings

NBER Working Paper No. w11024
Number of pages: 124 Posted: 02 Feb 2005 Last Revised: 16 Aug 2021
Flavio Cunha, James J. Heckman and Salvador Navarro-Lozano
University of Pennsylvania - Department of Economics, University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 43 (534,792)
Citation 18

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Inequality in Human Capital and Endogenous Credit Constraints

NBER Working Paper No. w22999
Number of pages: 69 Posted: 03 Jan 2017 Last Revised: 05 Nov 2021
Rong Hai and James J. Heckman
University of Miami - School of Business Administration - Department of Economics and University of Chicago - Department of Economics
Downloads 176 (220,677)
Citation 5

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Inequality in Human Capital and Endogenous Credit Constraints

Number of pages: 67 Posted: 03 Apr 2016 Last Revised: 24 Sep 2018
Rong Hai and James J. Heckman
University of Miami - School of Business Administration - Department of Economics and University of Chicago - Department of Economics
Downloads 29 (614,368)
Citation 1

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Human Capital, Credit Constraints, Education, Wealth

The Effect of Schooling and Ability on Achievement Test Scores

Number of pages: 71 Posted: 28 Aug 2003
Karsten T. Hansen, James J. Heckman and Kathleen J. Mullen
Northwestern University - Department of Marketing, University of Chicago - Department of Economics and RAND Corporation
Downloads 157 (243,445)

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Education, Ability, Latent Variables, Selection, MCMC

The Effect of Schooling and Ability on Achievement Test Scores

NBER Working Paper No. w9881
Number of pages: 69 Posted: 05 Aug 2003 Last Revised: 30 Aug 2021
Karsten T. Hansen, James J. Heckman and Kathleen J. Mullen
Northwestern University - Department of Marketing, University of Chicago - Department of Economics and RAND Corporation
Downloads 46 (520,181)
Citation 11

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41.

A Research Agenda for Understanding the Dynamics of Skill Formation

American Economic Association, Ten Years and Beyond: Economists Answer NSF's Call for Long-Term Research Agendas
Number of pages: 8 Posted: 12 Aug 2011
James J. Heckman
University of Chicago - Department of Economics
Downloads 197 (199,723)
Citation 1

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42.
Downloads 197 (199,723)

Contributions of Zvi Griliches

Number of pages: 41 Posted: 24 Jul 2006
James J. Heckman
University of Chicago - Department of Economics
Downloads 157 (243,445)

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social rate of return, growth, productivity improvement

Contributions of Zvi Griliches

NBER Working Paper No. w12318
Number of pages: 41 Posted: 14 Jul 2006 Last Revised: 28 Feb 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 40 (550,147)

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43.
Downloads 196 (200,661)
Citation 190

Policies to Foster Human Capital

NBER Working Paper No. w7288
Number of pages: 77 Posted: 29 Apr 2000 Last Revised: 02 Dec 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 164 (234,523)
Citation 27

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Policies to Foster Human Capital

NBER Working Paper No. w7288
Number of pages: 77 Posted: 13 Jul 2001 Last Revised: 25 Aug 2008
James J. Heckman
University of Chicago - Department of Economics
Downloads 32 (595,154)
Citation 24

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44.
Downloads 195 (201,602)
Citation 2

Integrating Personality Psychology into Economics

Number of pages: 36 Posted: 04 Sep 2011
James J. Heckman
University of Chicago - Department of Economics
Downloads 102 (337,201)
Citation 1

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personality psychology, behavioral economics, identification, causality

Integrating Personality Psychology into Economics

NBER Working Paper No. w17378
Number of pages: 35 Posted: 30 Aug 2011 Last Revised: 27 Jun 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 93 (358,327)

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45.

Dummy Endogenous Variables in a Simultaneous Equation System

NBER Working Paper No. w0177
Number of pages: 49 Posted: 10 Jul 2000 Last Revised: 27 Dec 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 192 (204,453)
Citation 58

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46.
Downloads 191 (205,421)
Citation 20

Early Childhood Education

NBER Working Paper No. w21766
Number of pages: 83 Posted: 30 Nov 2015 Last Revised: 23 Dec 2021
University of Chicago, Clemson University - John E. Walker Department of Economics, University of Chicago - Department of Economics and University of Chicago
Downloads 148 (255,803)
Citation 2

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Early Childhood Education

Number of pages: 83 Posted: 16 Nov 2015
University of Chicago, Clemson University - John E. Walker Department of Economics, University of Chicago - Department of Economics and University of Chicago
Downloads 43 (534,792)

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early childhood education, childcare, evaluation of social programs

47.
Downloads 189 (207,322)
Citation 15

A New Framework for the Analysis of Inequality

Number of pages: 56 Posted: 29 Jan 2007
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 150 (252,968)

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inequality, anonymity postulate, uncertainty, policy evaluation

A New Framework for the Analysis of Inequality

NBER Working Paper No. w12505
Number of pages: 55 Posted: 21 Sep 2006 Last Revised: 03 Sep 2021
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 39 (555,457)
Citation 3

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48.
Downloads 187 (209,288)
Citation 63

Earnings Functions and Rates of Return

Number of pages: 40 Posted: 23 May 2008
James J. Heckman, Lance Lochner and Petra Todd
University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and University of Pennsylvania - Department of Economics
Downloads 134 (276,929)
Citation 7

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schooling, marginal internal rate of return, nonparametric estimation

Earnings Functions and Rates of Return

NBER Working Paper No. w13780
Number of pages: 39 Posted: 08 Feb 2008 Last Revised: 28 Aug 2021
James J. Heckman, Lance Lochner and Petra Todd
University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and University of Pennsylvania - Department of Economics
Downloads 53 (488,591)
Citation 16

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49.
Downloads 179 (217,439)
Citation 13

The Economics of Child Well-Being

Number of pages: 59 Posted: 20 Oct 2012
Gabriella Conti and James J. Heckman
University of Chicago and University of Chicago - Department of Economics
Downloads 147 (257,163)

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child development, human capital, early childhood education

The Economics of Child Well-Being

NBER Working Paper No. w18466
Number of pages: 58 Posted: 23 Oct 2012 Last Revised: 17 Dec 2021
Gabriella Conti and James J. Heckman
University of Chicago and University of Chicago - Department of Economics
Downloads 32 (595,154)
Citation 2

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The Evolution of Inequality, Heterogeneity and Uncertainty in Labor Earnings in the U.S. Economy

PIER Working Paper No. 07-032, IZA Discussion Paper No. 3115
Number of pages: 56 Posted: 17 Oct 2007
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 134 (276,929)
Citation 1

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wage inequality, uncertainty, sorting, inequality accounting

The Evolution of Inequality, Heterogeneity and Uncertainty in Labor Earnings in the U.S. Economy

NBER Working Paper No. w13526
Number of pages: 54 Posted: 24 Oct 2007 Last Revised: 18 Dec 2021
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 43 (534,792)

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The Economics and Psychology of Inequality and Human Development

Number of pages: 64 Posted: 02 Mar 2009
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 117 (306,350)
Citation 15

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inequality, capabilities, noncognitive traits, human development, technology of capability formation, policy targeting

The Economics and Psychology of Inequality and Human Development

NBER Working Paper No. w14695
Number of pages: 63 Posted: 31 Jan 2009 Last Revised: 28 Aug 2021
Flavio Cunha and James J. Heckman
University of Pennsylvania - Department of Economics and University of Chicago - Department of Economics
Downloads 58 (468,407)
Citation 4

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52.

Comment on 'Nietzsche and the Economics of Becoming' (by Richard Robb)

Capitalism and Society, Vol. 4, Issue 1, Article 4, 2009
Number of pages: 10 Posted: 30 Jan 2013
James J. Heckman
University of Chicago - Department of Economics
Downloads 173 (223,827)

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The Determinants of Participation in a Social Program: Evidence from a Prototypical Job Training Program

Number of pages: 78 Posted: 24 Jul 2003
James J. Heckman and Jeffrey A. Smith
University of Chicago - Department of Economics and University of Wisconsin - Madison
Downloads 137 (272,202)
Citation 12

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Social Program Participation, Job Training, Performance Standards, Cream Skimming, Job Training Partnership Act (JTPA)

The Determinants of Participation in a Social Program: Evidence from a Prototypical Job Training Program

NBER Working Paper No. w9818
Number of pages: 76 Posted: 05 Jul 2003 Last Revised: 31 Oct 2021
James J. Heckman and Jeffrey A. Smith
University of Chicago - Department of Economics and University of Wisconsin - Madison
Downloads 35 (577,682)

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54.
Downloads 170 (227,188)
Citation 137

The Economics of Human Development and Social Mobility

NBER Working Paper No. w19925
Number of pages: 73 Posted: 24 Feb 2014 Last Revised: 12 Dec 2021
James J. Heckman and Stefano Mosso
University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 121 (298,943)
Citation 3

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The Economics of Human Development and Social Mobility

Number of pages: 74 Posted: 01 Mar 2014
James J. Heckman and Stefano Mosso
University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 49 (506,203)
Citation 71

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capacities, dynamic complementarity, parenting, scaffolding, attachment, credit constraints

The Economics of Human Development and Social Mobility

Posted: 08 Aug 2014
James J. Heckman and Stefano Mosso
University of Chicago - Department of Economics and University of Chicago - Department of Economics

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Publishing and Promotion in Economics: The Tyranny of the Top Five

Institute for New Economic Thinking Working Paper Series No. 82
Number of pages: 68 Posted: 16 Oct 2018 Last Revised: 31 Mar 2019
James J. Heckman and Sidharth Moktan
University of Chicago - Department of Economics and University of Chicago
Downloads 91 (363,361)
Citation 1

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tenure and promotion practices, career concerns, economics publishing, citations

Publishing and Promotion in Economics: The Tyranny of the Top Five

NBER Working Paper No. w25093
Number of pages: 68 Posted: 01 Oct 2018
James J. Heckman and Sidharth Moktan
University of Chicago - Department of Economics and University of Chicago
Downloads 48 (510,767)

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Publishing and Promotion in Economics: The Tyranny of the Top Five

Number of pages: 67 Posted: 20 Oct 2018
James J. Heckman and Sidharth Moktan
University of Chicago - Department of Economics and University of Chicago
Downloads 25 (642,479)
Citation 24

Abstract:

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tenure and promotion practices, career concerns, economics publishing, citations

56.

Characterizing Selection Bias Using Experimental Data

NBER Working Paper No. w6699
Number of pages: 98 Posted: 19 Nov 1998 Last Revised: 23 Oct 2021
University of Chicago - Department of Economics, Graduate School of Economics, University of Tokyo, University of Wisconsin - Madison and University of Pennsylvania - Department of Economics
Downloads 158 (241,688)

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57.
Downloads 154 (246,891)
Citation 5

The Ged

NBER Working Paper No. w16064
Number of pages: 67 Posted: 07 Jun 2010 Last Revised: 24 Nov 2021
University of Chicago - Department of Economics, Yale University - Department of Economics and affiliation not provided to SSRN
Downloads 111 (317,972)

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The GED

Number of pages: 68 Posted: 29 Jun 2010
University of Chicago - Department of Economics, Yale University - Department of Economics and affiliation not provided to SSRN
Downloads 43 (534,792)
Citation 1

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returns to education, GED, dropouts, graduation rate, noncognitive skills

Intergenerational Long Term Effects of Preschool - Structural Estimates from a Discrete Dynamic Programming Model

Number of pages: 33 Posted: 16 Feb 2010
James J. Heckman and Lakshmi K. Raut
University of Chicago - Department of Economics and U.S. Social Security Administration
Downloads 86 (376,517)

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Preschool Investment, Early Childhood Development, Intergenerational Social Mobility, Structural Dynamic Programming

Intergenerational Long Term Effects of Preschool - Structural Estimates from a Discrete Dynamic Programming Model

NBER Working Paper No. w19077
Number of pages: 42 Posted: 31 May 2013 Last Revised: 18 Aug 2021
James J. Heckman and Lakshmi K. Raut
University of Chicago - Department of Economics and U.S. Social Security Administration
Downloads 37 (566,237)
Citation 1

Abstract:

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Intergenerational Long Term Effects of Preschool: Structural Estimates from a Discrete Dynamic Programming Model

Number of pages: 43 Posted: 08 Jun 2013
James J. Heckman and Lakshmi K. Raut
University of Chicago - Department of Economics and U.S. Social Security Administration
Downloads 28 (621,160)
Citation 3

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preschool investment, early childhood development, intergenerational social mobility, structural dynamic programming

59.
Downloads 150 (252,312)
Citation 3

The Non-Market Benefits of Education and Ability

NBER Working Paper No. w23896
Number of pages: 36 Posted: 09 Oct 2017 Last Revised: 18 Apr 2021
James J. Heckman, John Eric Humphries and Greg Veramendi
University of Chicago - Department of Economics, Yale University - Department of Economics and Arizona State University (ASU) - Economics Department
Downloads 88 (371,131)
Citation 2

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The Non-Market Benefits of Education and Ability

Number of pages: 37 Posted: 02 Oct 2017
James J. Heckman, John Eric Humphries and Greg Veramendi
University of Chicago - Department of Economics, Yale University - Department of Economics and Arizona State University (ASU) - Economics Department
Downloads 62 (453,063)

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education and inequality, returns to education, government policy, health and inequality, household behavior and family economics

Returns to Education: The Causal Effects of Education on Earnings, Health and Smoking

NBER Working Paper No. w22291
Number of pages: 65 Posted: 01 Jun 2016 Last Revised: 30 May 2021
James J. Heckman, John Eric Humphries and Greg Veramendi
University of Chicago - Department of Economics, Yale University - Department of Economics and Arizona State University (ASU) - Economics Department
Downloads 95 (353,420)

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Returns to Education: The Causal Effects of Education on Earnings, Health and Smoking

Number of pages: 66 Posted: 01 Jun 2016
James J. Heckman, John Eric Humphries and Greg Veramendi
University of Chicago - Department of Economics, Yale University - Department of Economics and Arizona State University (ASU) - Economics Department
Downloads 52 (492,897)
Citation 29

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education, earnings, health, rates of return, causal effects of education, cognitive skills, non-cognitive skills

61.

Skill Policies for Scotland

Number of pages: 69 Posted: 28 Jan 2005
James J. Heckman and Dimitriy V. Masterov
University of Chicago - Department of Economics and University of Chicago - Harris School of Public Policy
Downloads 146 (257,797)

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Scotland, education, training, family, policy

62.

Randomization and Social Policy Evaluation Revisited

Number of pages: 47 Posted: 22 Jan 2020
James J. Heckman
University of Chicago - Department of Economics
Downloads 145 (259,237)
Citation 26

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field experiments, randomized control trials

63.

Introduction to a Theory of the Allocation of Time by Gary Becker

Number of pages: 17 Posted: 06 Sep 2014
James J. Heckman
University of Chicago - Department of Economics
Downloads 144 (260,705)
Citation 5

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household production, economics of the family, empirical economics

The Evidence on Credit Constraints in Post-Secondary Schooling

Number of pages: 40 Posted: 09 Aug 2002
Pedro Manuel Carneiro and James J. Heckman
University College London - Department of Economics and University of Chicago - Department of Economics
Downloads 106 (328,513)

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Human Capital, Return to Education, Credit Constraints

The Evidence on Credit Constraints in Post-Secondary Schooling

NBER Working Paper No. w9055
Number of pages: 42 Posted: 11 Jul 2002 Last Revised: 07 Oct 2021
Pedro Manuel Carneiro and James J. Heckman
University College London - Department of Economics and University of Chicago - Department of Economics
Downloads 38 (560,761)
Citation 27

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The Cost of Job Security Regulation: Evidence from Latin American Labor Markets

NBER Working Paper No. w7773
Number of pages: 39 Posted: 19 Jul 2000 Last Revised: 07 Oct 2021
James J. Heckman and Carmen Pages
University of Chicago - Department of Economics and Inter-American Development Bank (IADB)
Downloads 95 (353,420)
Citation 7

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The Cost of Job Security Regulation: Evidence from Latin American Labor Markets

IDB Working Paper No. 361
Number of pages: 44 Posted: 21 Apr 2011
Carmen Pages and James J. Heckman
Inter-American Development Bank (IADB) and University of Chicago - Department of Economics
Downloads 49 (506,203)
Citation 11

Abstract:

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66.
Downloads 139 (268,114)
Citation 2

Policies to Create and Destroy Human Capital in Europe

Number of pages: 112 Posted: 11 Jan 2010
James J. Heckman and Bas Jacobs
University of Chicago - Department of Economics and Erasmus University Rotterdam (EUR)
Downloads 104 (332,774)

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family policy, (non)cognitive skills, returns to education, inequality, dynamic complementarity, training, retirement, labor supply, human capital, skill formation, training policy, active labor market policy, tax, pension, benefit systems, welfare state

Policies to Create and Destroy Human Capital in Europe

NBER Working Paper No. w15742
Number of pages: 74 Posted: 22 Feb 2010 Last Revised: 06 Jan 2022
James J. Heckman and Bas Jacobs
University of Chicago - Department of Economics and Erasmus University Rotterdam (EUR)
Downloads 35 (577,682)

Abstract:

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67.

Randomization and Social Policy Evaluation Revisited

NBER Working Paper No. t0107
Number of pages: 45 Posted: 27 Jun 2007 Last Revised: 18 Oct 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 138 (269,660)
Citation 1

Abstract:

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68.

China&Apos;S Investment in Human Capital

NBER Working Paper No. w9296
Number of pages: 20 Posted: 25 Oct 2002 Last Revised: 27 Nov 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 137 (271,202)
Citation 7

Abstract:

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69.

Symposium on Child Development and Parental Investment: Introduction

Number of pages: 47 Posted: 07 Jun 2016
Marco Francesconi and James J. Heckman
University of Essex and University of Chicago - Department of Economics
Downloads 135 (274,273)
Citation 4

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child development, education, dynamic complementarity

Estimating the Technology of Cognitive and Noncognitive Skill Formation

Number of pages: 55 Posted: 01 Feb 2010
Flavio Cunha, James J. Heckman and Susanne M. Schennach
University of Pennsylvania - Department of Economics, University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 74 (411,741)
Citation 70

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cognitive skills, noncognitive skills, dynamic factor analysis, endogeneity of inputs, anchoring test scores, parental influence

Estimating the Technology of Cognitive and Noncognitive Skill Formation

NBER Working Paper No. w15664
Number of pages: 55 Posted: 01 Feb 2010 Last Revised: 21 Oct 2021
Flavio Cunha, James J. Heckman and Susanne M. Schennach
University of Pennsylvania - Department of Economics, University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 60 (460,559)
Citation 99

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Understanding the Mechanisms Through Which an Influential Early Childhood Program Boosted Adult Outcomes

NBER Working Paper No. w18581
Number of pages: 49 Posted: 30 Nov 2012 Last Revised: 10 Oct 2021
James J. Heckman, Rodrigo R. Pinto and Peter A. Savelyev
University of Chicago - Department of Economics, University of Chicago - Department of Economics and College of William and Mary - Department of Economics
Downloads 107 (326,426)
Citation 8

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Understanding the Mechanisms Through Which an Influential Early Childhood Program Boosted Adult Outcomes

Number of pages: 50 Posted: 15 Dec 2012
James J. Heckman, Rodrigo R. Pinto and Peter A. Savelyev
University of Chicago - Department of Economics, University of Chicago - Department of Economics and College of William and Mary - Department of Economics
Downloads 26 (635,155)
Citation 60

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cognitive traits, personality traits, externalizing behavior, academic motivation, factor analysis, human capital, human development, early childhood interventions, social experiments, Perry Preschool program, experimentally estimated production functions

72.

Bayesian Exploratory Factor Analysis

Number of pages: 75 Posted: 02 Aug 2014
University of Chicago, Johannes Kepler University - Department of Applied Statistics and Econometrics, University of Chicago - Department of Economics and University of Chicago
Downloads 130 (282,073)
Citation 1

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Bayesian factor models, exploratory factor analysis, identifiability, marginal data augmentation, model expansion, model selection

Some Contributions of Economics to the Study of Personality

NBER Working Paper No. w26459
Number of pages: 78 Posted: 18 Nov 2019 Last Revised: 18 Oct 2021
James J. Heckman, Tomás Jagelka and Timothy D. Kautz
University of Chicago - Department of Economics, University of Bonn and Mathematica Policy Research, Inc.
Downloads 92 (360,749)
Citation 1

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Some Contributions of Economics to the Study of Personality

Number of pages: 79 Posted: 18 Nov 2019
James J. Heckman, Tomás Jagelka and Tim Kautz
University of Chicago - Department of Economics, University of Bonn and University of Chicago
Downloads 34 (583,432)
Citation 3

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preferences, psychology, behavioral economics, human diversity

74.

Local Instrumental Variables

NBER Working Paper No. t0252
Number of pages: 73 Posted: 17 May 2000 Last Revised: 11 Sep 2021
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 124 (292,361)

Abstract:

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Evaluating the Welfare State

NBER Working Paper No. w6542
Number of pages: 98 Posted: 24 Apr 1999 Last Revised: 18 Nov 2021
James J. Heckman and Jeffrey A. Smith
University of Chicago - Department of Economics and University of Wisconsin - Madison
Downloads 122 (295,816)
Citation 9

Abstract:

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76.
Downloads 121 (297,550)
Citation 104

Estimating Marginal Returns to Education

Number of pages: 34 Posted: 25 Oct 2010
Pedro Manuel Carneiro, James J. Heckman and Edward Vytlacil
University College London - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 63 (449,354)
Citation 25

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returns to schooling, marginal return, average return, marginal treatment effect

Estimating Marginal Returns to Education

NBER Working Paper No. w16474
Number of pages: 34 Posted: 19 Oct 2010 Last Revised: 06 Jan 2022
Pedro Manuel Carneiro, James J. Heckman and Edward Vytlacil
University College London - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 58 (468,407)

Abstract:

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Structural Equations, Treatment Effects and Econometric Policy Evaluation

NBER Working Paper No. t0306
Number of pages: 83 Posted: 24 May 2005 Last Revised: 04 Nov 2021
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 60 (460,559)
Citation 82

Abstract:

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Structural Equations, Treatment Effects and Econometric Policy Evaluation

NBER Working Paper No. t0306
Number of pages: 83 Posted: 24 May 2005
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 37 (566,237)

Abstract:

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Structural Equations, Treatment Effects and Econometric Policy Evaluation

NBER Working Paper No. w11259
Number of pages: 83 Posted: 07 Oct 2012 Last Revised: 08 Oct 2021
James J. Heckman and Edward Vytlacil
University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 22 (665,199)
Citation 65

Abstract:

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Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success

NBER Working Paper No. w20749
Number of pages: 124 Posted: 15 Dec 2014 Last Revised: 12 Sep 2021
Tim Kautz, James J. Heckman, Ron Diris, Bas ter Weel and Lex Borghans
University of Chicago, University of Chicago - Department of Economics, Maastricht University, University of Amsterdam - SEO Economic Research and Maastricht University - Department of Economics
Downloads 76 (405,487)
Citation 1

Abstract:

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Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success

Number of pages: 125 Posted: 30 Dec 2014
Tim Kautz, James J. Heckman, Ron Diris, Bas ter Weel and Lex Borghans
University of Chicago, University of Chicago - Department of Economics, Maastricht University, University of Amsterdam - SEO Economic Research and Maastricht University - Department of Economics
Downloads 41 (544,918)
Citation 19

Abstract:

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non-cognitive skills, human development, interventions

79.
Downloads 114 (310,387)
Citation 5

Capabilities and Skills

NBER Working Paper No. w22339
Number of pages: 30 Posted: 13 Jun 2016 Last Revised: 15 Jan 2022
James J. Heckman and Chase Corbin
University of Chicago - Department of Economics and University of Chicago
Downloads 93 (358,327)
Citation 2

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Capabilities and Skills

Number of pages: 32 Posted: 07 Jul 2016
James J. Heckman and Chase Corbin
University of Chicago - Department of Economics and University of Chicago
Downloads 21 (672,880)

Abstract:

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skills, capabilities, freedom, technology of skill formation

80.

Gary Becker: Model Economic Scientist

Number of pages: 11 Posted: 14 Feb 2015
James J. Heckman
University of Chicago - Department of Economics
Downloads 114 (310,387)

Abstract:

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empirical economics, human capital, discrimination

Linear Probability Models of the Demand for Attributes with an Empirical Application to Estimating the Preferences of Legislators

NBER Working Paper No. w5785
Number of pages: 73 Posted: 04 Feb 1997 Last Revised: 24 Oct 2021
James J. Heckman and James M. Snyder
University of Chicago - Department of Economics and Massachusetts Institute of Technology (MIT) - Department of Political Science & Department of Economics
Downloads 114 (312,065)

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Linear Probability Models of the Demand for Attributes with an Empirical Application to Estimating the Preferences of Legislators

RAND JOURNAL OF ECONOMICS, Vol. 27, No. 0, Special Issue
Posted: 25 Feb 1997
James J. Heckman and James M. Snyder
University of Chicago - Department of Economics and Massachusetts Institute of Technology (MIT) - Department of Political Science & Department of Economics

Abstract:

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82.

Comments on Are Protective Labor Market Institutions at the Root of Unemployment? A Critical Review of the Evidence by David Howell, Dean Baker, Andrew Glyn, and John Schmitt

Capitalism and Society, Vol. 2, Issue 1, Article 5, 2007
Number of pages: 5 Posted: 24 Jan 2013
James J. Heckman
University of Chicago - Department of Economics
Downloads 111 (316,185)
Citation 2

Abstract:

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83.

Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College

NBER Working Paper No. w9546
Number of pages: 62 Posted: 13 Mar 2003 Last Revised: 02 Aug 2021
University College London - Department of Economics, Northwestern University - Department of Marketing and University of Chicago - Department of Economics
Downloads 109 (320,215)
Citation 1

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A Note on Adapting Propensity Score Matching and Selection Models to Choice Based Samples

Number of pages: 12 Posted: 28 Jul 2009
James J. Heckman and Petra Todd
University of Chicago - Department of Economics and University of Pennsylvania - Department of Economics
Downloads 79 (396,381)
Citation 1

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choice-based sampling, matching models, propensity scores, selection models

A Note on Adapting Propensity Score Matching and Selection Models to Choice Based Samples

NBER Working Paper No. w15179
Number of pages: 11 Posted: 28 Jul 2009 Last Revised: 24 Dec 2021
James J. Heckman and Petra Todd
University of Chicago - Department of Economics and University of Pennsylvania - Department of Economics
Downloads 27 (628,028)

Abstract:

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85.

Instrumental Variables in Models with Multiple Outcomes: The General Unordered Case

Number of pages: 39 Posted: 07 Jul 2008
James J. Heckman, Sergio Urzua and Edward Vytlacil
University of Chicago - Department of Economics, Northwestern University and Yale University - Department of Economics
Downloads 104 (330,522)
Citation 4

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treatment effects, multinomial, nonparametric

The Dynastic Benefits of Early Childhood Education

University of Chicago, Becker Friedman Institute for Economics Working Paper No. 2021-77
Number of pages: 44 Posted: 07 Jul 2021
University of Chicago - Department of Economics, Clemson University - John E. Walker Department of Economics, University of Chicago - Center for the Economics of Human Development and University of Southern California - Leonard D. Schaeffer Center for Health Policy & Economics
Downloads 84 (382,000)

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cost-benefit analysis, dynastic benefits, early childhood education, intergenerational program evaluation, life-cycle benefits

The Dynastic Benefits of Early Childhood Education

NBER Working Paper No. w29004
Number of pages: 42 Posted: 12 Jul 2021 Last Revised: 07 Oct 2021
Clemson University - John E. Walker Department of Economics, University of Chicago - Center for the Economics of Human Development, University of Southern California - Leonard D. Schaeffer Center for Health Policy & Economics and University of Chicago - Department of Economics
Downloads 16 (712,870)

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The Dynastic Benefits of Early Childhood Education

Number of pages: 43 Posted: 10 Jul 2021
Clemson University - John E. Walker Department of Economics, University of Chicago - Center for the Economics of Human Development, University of Southern California - Leonard D. Schaeffer Center for Health Policy & Economics and University of Chicago - Department of Economics
Downloads 3 (825,556)

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Human Capital, Economic Growth, and Inequality in China

Number of pages: 13 Posted: 19 May 2012
James J. Heckman and Junjian Yi
University of Chicago - Department of Economics and University of Chicago
Downloads 59 (464,481)

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education, human capital, economic growth, inequality

Human Capital, Economic Growth, and Inequality in China

NBER Working Paper No. w18100
Number of pages: 11 Posted: 25 May 2012 Last Revised: 17 Dec 2021
James J. Heckman and Junjian Yi
University of Chicago - Department of Economics and University of Chicago - Department of Economics
Downloads 43 (534,792)
Citation 3

Abstract:

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88.
Downloads 102 (334,815)
Citation 43

Identification Problems in Personality Psychology

NBER Working Paper No. w16917
Number of pages: 21 Posted: 04 Apr 2011 Last Revised: 23 Sep 2021
Maastricht University - Department of Economics, Maastricht University - Research Centre for Education and the Labour Market (ROA), University of Chicago - Department of Economics and Yale University - Department of Economics
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Identification Problems in Personality Psychology

Number of pages: 22 Posted: 11 Apr 2011
Maastricht University - Department of Economics, Maastricht University - Research Centre for Education and the Labour Market (ROA), University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 46 (520,181)
Citation 7

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psychology, personality, identification problem, achievement test, grades

89.

Tax Policy and Human Capital Formation

NBER Working Paper No. w6462
Number of pages: 14 Posted: 30 Jun 2000 Last Revised: 28 Feb 2021
James J. Heckman, Lance Lochner and Christopher Taber
University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and National Bureau of Economic Research (NBER)
Downloads 102 (334,815)
Citation 1

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Analyzing Social Experiments as Implemented: A Reexamination of the Evidence from the Highscope Perry Preschool Program

Number of pages: 60 Posted: 02 Aug 2010
University of Chicago - Department of Economics, University of Chicago - Department of Economics, University of Chicago - Department of Economics, College of William and Mary - Department of Economics and University of Chicago - Department of Economics
Downloads 66 (438,536)
Citation 14

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early childhood intervention, compromised randomization, social experiment, multiple-hypothesis testing

Analyzing Social Experiments as Implemented: A Reexamination of the Evidence from the Highscope Perry Preschool Program

NBER Working Paper No. w16238
Number of pages: 59 Posted: 24 Aug 2010 Last Revised: 16 May 2021
University of Chicago - Department of Economics, University of Chicago - Department of Economics, University of Chicago - Department of Economics, College of William and Mary - Department of Economics and University of Chicago - Department of Economics
Downloads 35 (577,682)
Citation 31

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The Identification and Economic Content of Ordered Choice Models with Stochastic Thresholds

Number of pages: 52 Posted: 13 Aug 2007
Flavio Cunha, James J. Heckman and Salvador Navarro
University of Pennsylvania - Department of Economics, University of Chicago - Department of Economics and University of Western Ontario - Department of Economics
Downloads 62 (453,063)

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discrete choice, ordered choice, dynamics

The Identification and Economic Content of Ordered Choice Models with Stochastic Thresholds

International Economic Review, Vol. 48, Issue 4, pp. 1273-1309, November 2007
Number of pages: 37 Posted: 13 Dec 2007
Flavio Cunha, James J. Heckman and Salvador Navarro
University of Pennsylvania - Department of Economics, University of Chicago - Department of Economics and University of Western Ontario - Department of Economics
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The Identification and Economic Content of Ordered Choice Models with Stochastic Thresholds

NBER Working Paper No. t0340
Number of pages: 51 Posted: 23 Jul 2007 Last Revised: 08 Dec 2021
Flavio Cunha, James J. Heckman and Salvador Navarro
University of Pennsylvania - Department of Economics, University of Chicago - Department of Economics and University of Western Ontario - Department of Economics
Downloads 17 (704,688)
Citation 6

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92.

Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: the Case of Manpower Training

NBER Working Paper No. w2861
Number of pages: 37 Posted: 06 Apr 2004 Last Revised: 28 Oct 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 101 (337,038)
Citation 13

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Fostering and Measuring Skills: Interventions that Improve Character and Cognition

NBER Working Paper No. w19656
Number of pages: 124 Posted: 16 Nov 2013 Last Revised: 17 Sep 2021
James J. Heckman and Tim Kautz
University of Chicago - Department of Economics and University of Chicago
Downloads 71 (421,410)
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Fostering and Measuring Skills: Interventions that Improve Character and Cognition

Number of pages: 125 Posted: 04 Dec 2013
James J. Heckman and Tim Kautz
University of Chicago - Department of Economics and University of Chicago
Downloads 28 (621,160)
Citation 8

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character, achievement tests, skill development, interventions

94.

Learning-by-Doing vs. On-the-Job Training: Using Variation Induced by the EITC to Distinguish between Models of Skill Formation

NBER Working Paper No. w9083
Number of pages: 66 Posted: 26 Jul 2002 Last Revised: 28 Oct 2021
James J. Heckman, Lance Lochner and Ricardo Cossa
University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and Charles River Associates
Downloads 98 (343,774)
Citation 3

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Policies to Promote Growth and Economic Efficiency in Mexico

Number of pages: 54 Posted: 08 Feb 2010
University of Chicago - Booth School of Business - Economics, University of Chicago - Harris School of Public Policy, University of Chicago - Harris School of Public Policy, University of Chicago - Department of Economics and University of Chicago - Booth School of Business - Economics
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Mexico, family policy, informality, regulation

Policies to Promote Growth and Economic Efficiency in Mexico

NBER Working Paper No. w16554
Number of pages: 52 Posted: 22 Nov 2010 Last Revised: 26 Sep 2021
University of Chicago - Booth School of Business - Economics, University of Chicago - Harris School of Public Policy, University of Chicago - Harris School of Public Policy, University of Chicago - Department of Economics and University of Chicago - Booth School of Business - Economics
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96.

The Nonequivalence of High School Equivalents

NBER Working Paper No. w3804
Number of pages: 63 Posted: 19 Mar 2001 Last Revised: 25 Nov 2021
Stephen V. Cameron and James J. Heckman
Columbia University - School of International & Public Affairs (SIPA) and University of Chicago - Department of Economics
Downloads 96 (348,394)
Citation 7

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Intergenerational and Intragenerational Externalities of the Perry Preschool Project

NBER Working Paper No. w25889
Number of pages: 27 Posted: 07 Jun 2019 Last Revised: 27 Sep 2021
James J. Heckman and Ganesh Karapakula
University of Chicago - Department of Economics and University of Chicago
Downloads 60 (460,559)

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Intergenerational and Intragenerational Externalities of the Perry Preschool Project

Number of pages: 28 Posted: 10 Jun 2019
James J. Heckman and Ganesh Karapakula
University of Chicago - Department of Economics and University of Chicago
Downloads 34 (583,432)
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externalities, early childhood interventions, spillover effects, intergenerational treatment effects, intragenerational treatment effects

Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin

Number of pages: 23 Posted: 04 Aug 2009
Pedro Manuel Carneiro, James J. Heckman and Edward Vytlacil
University College London - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 74 (411,741)
Citation 4

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marginal treatment effect, effects of marginal policy changes, marginal policy relevant treatment effect, average marginal treatment effect

Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin

NBER Working Paper No. w15211
Number of pages: 22 Posted: 11 Aug 2009 Last Revised: 26 Jul 2010
Pedro Manuel Carneiro, James J. Heckman and Edward Vytlacil
University College London - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 18 (696,629)

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99.

Instrumental Variables: A Cautionary Tale

NBER Working Paper No. t0185
Number of pages: 21 Posted: 14 Jul 2000 Last Revised: 03 Jan 2022
James J. Heckman
University of Chicago - Department of Economics
Downloads 92 (357,760)
Citation 1

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100.

General Equilibrium Cost Benefit Analysis of Education and Tax Policies

NBER Working Paper No. w6881
Number of pages: 67 Posted: 11 Mar 1999 Last Revised: 22 Oct 2021
James J. Heckman, Lance Lochner and Christopher Taber
University of Chicago - Department of Economics, University of Western Ontario - Department of Economics and National Bureau of Economic Research (NBER)
Downloads 91 (360,306)

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101.
Downloads 89 (365,335)
Citation 6

Education, Health and Wages

NBER Working Paper No. w19971
Number of pages: 60 Posted: 24 Mar 2014 Last Revised: 28 Jul 2021
University of Chicago - Department of Economics, Yale University - Department of Economics, Arizona State University (ASU) - Economics Department and Northwestern University
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Education, Health and Wages

Number of pages: 61 Posted: 15 Mar 2014
University of Chicago - Department of Economics, Yale University - Department of Economics, Arizona State University (ASU) - Economics Department and Northwestern University
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education, early endowments, factor models, health, treatment effects

102.

Understanding the Role of Cognitive Ability in Accounting for the Recent Rise in the Economic Return to Education

NBER Working Paper No. w6388
Number of pages: 43 Posted: 25 Jul 2000 Last Revised: 17 Dec 2021
John Cawley, James J. Heckman and Edward Vytlacil
Cornell University - College of Human Ecology, Department of Policy Analysis & Management (PAM), University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 88 (367,852)
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103.

Lessons from the Technology of Skill Formation

NBER Working Paper No. w11142
Number of pages: 28 Posted: 16 Mar 2005 Last Revised: 13 Jun 2021
James J. Heckman
University of Chicago - Department of Economics
Downloads 87 (370,331)
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104.

The Generalized Roy Model and the Cost-Benefit Analysis of Social Programs

ZEW - Centre for European Economic Research Discussion Paper No. 14-082
Number of pages: 50 Posted: 04 Nov 2014
Philipp Eisenhauer, James J. Heckman and Edward Vytlacil
ZEW – Leibniz Centre for European Economic Research, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 86 (373,066)
Citation 14

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Cost-Benefit Analysis, Treatment Effects, Returns and Costs to Education

105.

Cognitive Ability, Wages, and Meritocracy

NBER Working Paper No. w5645
Number of pages: 48 Posted: 24 Sep 1996 Last Revised: 06 Jun 2021
John Cawley, Karen Conneely, James J. Heckman and Edward Vytlacil
Cornell University - College of Human Ecology, Department of Policy Analysis & Management (PAM), Princeton University - Department of Economics, University of Chicago - Department of Economics and Yale University - Department of Economics
Downloads 84 (378,411)

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Taking the Easy Way Out: How the GED Testing Program Induces Students to Drop Out

Number of pages: 46 Posted: 03 Nov 2008
James J. Heckman, Paul LaFontaine and Pedro L. Rodriguez
University of Chicago - Department of Economics, American Bar Association and University of Chicago - Center for Social Program Evaluation
Downloads 62 (453,063)

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GED, dropout

Taking the Easy Way Out: How the Ged Testing Program Induces Students to Drop Out

NBER Working Paper No. w14044
Number of pages: 37 Posted: 02 Jun 2008 Last Revised: 17 Nov 2021
James J. Heckman, Paul LaFontaine and Pedro L. Rodriguez
University of Chicago - Department of Economics, American Bar Association and University of Chicago - Center for Social Program Evaluation
Downloads 21 (672,880)
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107.

Models for the Analysis of Labor Force Dynamics

NBER Working Paper No. w0857
Number of pages: 96 Posted: 05 Feb 2001 Last Revised: 06 Nov 2021
Christopher J. Flinn and James J. Heckman
New York University -Leonard N. Stern School of Business - Department of Economics and University of Chicago - Department of Economics
Downloads 83 (381,130)
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108.

The Dynamics of Educational Attainment for Blacks, Hispanics, and Whites

NBER Working Paper No. w7249
Number of pages: 98 Posted: 29 Apr 2000 Last Revised: 24 Oct 2021
Stephen V. Cameron and James J. Heckman
Columbia University - School of International & Public Affairs (SIPA) and University of Chicago - Department of Economics
Downloads 83 (381,130)
Citation 2

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The American Family in Black and White: A Post-Racial Strategy for Improving Skills to Promote Equality

Number of pages: 37 Posted: 21 Feb 2011
James J. Heckman
University of Chicago - Department of Economics
Downloads 49 (506,203)
Citation 1

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skill gap, racial inequality, early childhood intervention

The American Family in Black and White: A Post-Racial Strategy for Improving Skills to Promote Equality

NBER Working Paper No. w16841
Number of pages: 36 Posted: 07 Mar 2011 Last Revised: 07 Jan 2022
James J. Heckman
University of Chicago - Department of Economics
Downloads 33 (589,252)

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Primate Evidence on the Late Health Effects of Early Life Adversity

Number of pages: 21 Posted: 28 Apr 2012
University of Chicago, Imperial College Business School, University of Chicago - Department of Economics, Central Oregon Community College - Department of Psychology, NICHD and NICHD
Downloads 66 (438,536)

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rhesus monkeys, health, maternal behavior, social deprivation

Primate Evidence on the Late Health Effects of Early Life Adversity

NBER Working Paper No. w18002
Number of pages: 20 Posted: 21 Apr 2012 Last Revised: 10 Sep 2021
University of Chicago, Imperial College Business School, University of Chicago - Department of Economics, Central Oregon Community College - Department of Psychology, NICHD and NICHD
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Labor Market Returns to Early Childhood Stimulation: A 20-Year Followup to an Experimental Intervention in Jamaica

World Bank Policy Research Working Paper No. 6529
Number of pages: 63 Posted: 20 Apr 2016
University of California, Berkeley - Haas School of Business, University of Chicago - Department of Economics, University of Chicago - Department of Economics, University of Chicago - Harris School of Public Policy, World Bank, University of the West Indies (Mona), University of the West Indies (Mona) and University College London
Downloads 50 (501,669)
Citation 1

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Labor Markets, Educational Sciences, Health Monitoring & Evaluation, Primary Education, Disease Control & Prevention

Labor Market Returns to Early Childhood Stimulation: A 20-Year Followup to an Experimental Intervention in Jamaica

NBER Working Paper No. w19185
Number of pages: 62 Posted: 11 Jul 2013 Last Revised: 04 Dec 2021
University of California, Berkeley - Haas School of Business, University of Chicago - Department of Economics, University of Chicago - Department of Economics, University of Chicago - Harris School of Public Policy, World Bank, University of the West Indies (Mona), University of the West Indies (Mona) and University College London
Downloads 30 (607,777)
Citation 41

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112.

Causal Parameters and Policy Analysis in Economcs: a Twentieth Century Retrospective

NBER Working Paper No. w7333
Number of pages: 57 Posted: 15 Feb 2000 Last Revised: 15 Jan 2022
James J. Heckman
University of Chicago - Department of Economics
Downloads 80 (389,560)
Citation 8

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Nonparametric Identification and Estimation of Nonadditive Hedonic Models

Number of pages: 29 Posted: 04 Aug 2009
James J. Heckman, Rosa L. Matzkin and Lars Nesheim
University of Chicago - Department of Economics, University of California, Los Angeles (UCLA) and University College London
Downloads 62 (453,063)
Citation 18

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hedonic models, hedonic equilibrium, nonadditive models, identification, non-parametric estimation

Nonparametric Identification and Estimation of Nonadditive Hedonic Models

NBER Working Paper No. w15226
Number of pages: 28 Posted: 18 Aug 2009 Last Revised: 09 Aug 2021
James J. Heckman, Rosa L. Matzkin and Lars Nesheim
University of Chicago - Department of Economics, University of California, Los Angeles (UCLA) and University College London
Downloads 17 (704,688)

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The Lasting Effects of Early Childhood Education on Promoting the Skills and Social Mobility of Disadvantaged African Americans

University of Chicago, Becker Friedman Institute for Economics Working Paper No. 2021-83
Number of pages: 36 Posted: 19 Jul 2021
Jorge Luis García, James J. Heckman and Victor Ronda
Clemson University - John E. Walker Department of Economics, University of Chicago - Department of Economics and Johns Hopkins University Department of Economics
Downloads 35 (577,682)
Citation 1

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early childhood education, intergenerational mobility, racial inequality, social mobility