The Role of Ability in Estimating the Returns to College Choice: New Swedish Evidence
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1996. "College Choice and Wages: Estimates Using Data on Female Twins," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 672-685, November.
- Andrew Weiss, 1995. "Human Capital vs. Signalling Explanations of Wages," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 133-154, Fall.
- James J. Heckman & Paul A. LaFontaine, 2006.
"Bias-Corrected Estimates of GED Returns,"
Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 661-700, July.
- James J. Heckman & Paul LaFontaine, 2006. "Bias Corrected Estimates of GED Returns," NBER Working Papers 12018, National Bureau of Economic Research, Inc.
- Lundborg, Per, 2005. "Individual Wage Setting, Efficiency Wages and Productivity in Sweden," Working Paper Series 205, Trade Union Institute for Economic Research.
- Jeffrey Smith, 2000.
"A Critical Survey of Empirical Methods for Evaluating Active Labor Market Policies,"
Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 136(III), pages 247-268, September.
- Jeffrey Smith, 2000. "A Critical Survey of Empirical Methods for Evaluating Active Labor Market Policies," University of Western Ontario, Departmental Research Report Series 20006, University of Western Ontario, Department of Economics.
- Justin L. Tobias, 2003.
"Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability–earnings Relationships,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(1), pages 1-29, February.
- Tobias, J.L., 2000. "Are Return to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationship," Papers 00-01-12, California Irvine - School of Social Sciences.
- Tobias, Justin, 2001. "Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationships," Staff General Research Papers Archive 12016, Iowa State University, Department of Economics.
- Loury, Linda Datcher & Garman, David, 1995. "College Selectivity and Earnings," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 289-308, April.
- Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
- Heckman, J.J. & Hotz, V.J., 1988.
"Choosing Among Alternative Nonexperimental Methods For Estimating The Impact Of Social Programs: The Case Of Manpower Training,"
University of Chicago - Economics Research Center
88-12, Chicago - Economics Research Center.
- James J. Heckman, 1989. "Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The Case of Manpower Training," NBER Working Papers 2861, National Bureau of Economic Research, Inc.
- A. Smith, Jeffrey & E. Todd, Petra, 2005.
"Does matching overcome LaLonde's critique of nonexperimental estimators?,"
Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
- Jeffrey Smith & Petra Todd, 2003. "Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators?," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20035, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
- Black Dan & Daniel Kermit & Smith Jeffrey, 2005.
"College Quality and Wages in the United States,"
German Economic Review, De Gruyter, vol. 6(3), pages 415-443, August.
- Dan Black & Jeffrey Smith & Kermit Daniel, 2005. "College Quality and Wages in the United States," German Economic Review, Verein für Socialpolitik, vol. 6(3), pages 415-443, August.
- James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998.
"Characterizing Selection Bias Using Experimental Data,"
Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
- James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," NBER Working Papers 6699, National Bureau of Economic Research, Inc.
- Stacy Berg Dale & Alan B. Krueger, 2002.
"Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1491-1527.
- Stacy Berg Dale & Alan B. Krueger, "undated". "Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables," Mathematica Policy Research Reports 4bafb729911e486baf90b34c9, Mathematica Policy Research.
- Stacy Berg Dale & Alan B. Krueger, 1998. "Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables," Working Papers 788, Princeton University, Department of Economics, Industrial Relations Section..
- Stacy Berg Dale & Alan B. Krueger, 1999. "Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables," NBER Working Papers 7322, National Bureau of Economic Research, Inc.
- Chevalier, Arnaud & Conlon, Gavan, 2003.
"Does it pay to attend a prestigious university?,"
LSE Research Online Documents on Economics
19477, London School of Economics and Political Science, LSE Library.
- Chevalier, Arnaud & Conlon, Gavan, 2003. "Does It Pay to Attend a Prestigious University?," IZA Discussion Papers 848, Institute of Labor Economics (IZA).
- Arnaud Chevalier & Gavan Conlon, 2003. "Does it pay to attend a prestigious university?," Working Papers 200320, School of Economics, University College Dublin.
- Arnaud Chevalier & Gavan Conlon, 2003. "Does it pay to attend a prestigious university?," CEE Discussion Papers 0033, Centre for the Economics of Education, LSE.
- Dan A. Black & Jeffrey A. Smith, 2006. "Estimating the Returns to College Quality with Multiple Proxies for Quality," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 701-728, July.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- Willis, Robert J., 1987. "Wage determinants: A survey and reinterpretation of human capital earnings functions," Handbook of Labor Economics, in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 1, chapter 10, pages 525-602, Elsevier.
- James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
- Arnaud Chevalier & Colm Harmon & Ian Walker & Yu Zhu, 2004.
"Does Education Raise Productivity, or Just Reflect it?,"
Economic Journal, Royal Economic Society, vol. 114(499), pages 499-517, November.
- Arnaud Chevalier & Colm Harmon & Ian Walker & Yu Zhu, 2002. "Does education raise productivity, or just reflect it?," Open Access publications 10197/1104, School of Economics, University College Dublin.
- Arnaud Chevalier & Colm Harmon & Ian Walker & Yu Zhu, 2003. "Does education raise productivity, or just reflect it?," Working Papers 200304, School of Economics, University College Dublin.
- Walker, Ian & Harmon, Colm & Chevalier, Arnaud & Zhu, Yu, 2003. "Does Education Raise Productivity or Just Reflect It?," CEPR Discussion Papers 3993, C.E.P.R. Discussion Papers.
- Gary S. Becker, 1962.
"Investment in Human Capital: A Theoretical Analysis,"
NBER Chapters, in: Investment in Human Beings, pages 9-49,
National Bureau of Economic Research, Inc.
- Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," Journal of Political Economy, University of Chicago Press, vol. 70(5), pages 1-9.
- Black, Dan A. & Smith, J.A.Jeffrey A., 2004.
"How robust is the evidence on the effects of college quality? Evidence from matching,"
Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
- Dan A. Black & Jeffrey Smith, 2003. "How Robust is the Evidence on the Effects of College Quality? Evidence From Matching," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20033, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
- Monks, James, 2000. "The returns to individual and college characteristics: Evidence from the National Longitudinal Survey of Youth," Economics of Education Review, Elsevier, vol. 19(3), pages 279-289, June.
- Rajeev H. Dehejia & Sadek Wahba, 1998. "Causal Effects in Non-Experimental Studies: Re-Evaluating the Evaluation of Training Programs," NBER Working Papers 6586, National Bureau of Economic Research, Inc.
- Rajeev H. Dehejia & Sadek Wahba, 2002.
"Propensity Score-Matching Methods For Nonexperimental Causal Studies,"
The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
- Rajeev H. Dehejia & Sadek Wahba, 1998. "Propensity Score Matching Methods for Non-experimental Causal Studies," NBER Working Papers 6829, National Bureau of Economic Research, Inc.
- repec:eee:labchp:v:1:y:1986:i:c:p:525-602 is not listed on IDEAS
- John G. Riley, 2001. "Silver Signals: Twenty-Five Years of Screening and Signaling," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 432-478, June.
- Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
- James Heckman & Edward Vytlacil, 2001.
"Identifying The Role Of Cognitive Ability In Explaining The Level Of And Change In The Return To Schooling,"
The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 1-12, February.
- James Heckman & Edward Vytlacil, 2000. "Identifying the Role of Cognitive Ability in Explaining the Level of and Change in the Return to Schooling," NBER Working Papers 7820, National Bureau of Economic Research, Inc.
- Dominic J. Brewer & Eric Eide & Ronald G. Ehrenberg, 1996. "Does It Pay To Attend An Elite Private College? Cross Cohort Evidence on the Effects of College Quality on Earnings," NBER Working Papers 5613, National Bureau of Economic Research, Inc.
- Cawley, John & Heckman, James & Vytlacil, Edward, 2001. "Three observations on wages and measured cognitive ability," Labour Economics, Elsevier, vol. 8(4), pages 419-442, September.
- Guido W. Imbens, 2004.
"Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review,"
The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
- Guido W. Imbens, 2003. "Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review," NBER Technical Working Papers 0294, National Bureau of Economic Research, Inc.
- Lena Lindahl & Håkan Regnér, 2005.
"College Choice and Subsequent Earnings: Results Using Swedish Sibling Data,"
Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(3), pages 437-457, September.
- Lindahl, Lena & Regnér, Håkan, 2003. "College choice and subsequent earnings. Results using Swedish sibling data," Working Paper Series 4/2003, Stockholm University, Swedish Institute for Social Research.
- Kermit Daniel & Dan Black & Jeffery Smith, 1996. "College Characteristics and the Wages of Young Women," HEW 9604002, University Library of Munich, Germany.
- Dominic J. Brewer & Eric R. Eide & Ronald G. Ehrenberg, 1999. "Does It Pay to Attend an Elite Private College? Cross-Cohort Evidence on the Effects of College Type on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 34(1), pages 104-123.
- Daniel, Kermit & Black, Dan & Smith, Jeffrey A., 1997. "College Quality and the Wages of Young Men," University of Western Ontario, Departmental Research Report Series 9707, University of Western Ontario, Department of Economics.
- Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
- Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
- King, Gary & Zeng, Langche, 2006. "The Dangers of Extreme Counterfactuals," Political Analysis, Cambridge University Press, vol. 14(2), pages 131-159, April.
- Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Suhonen, Tuomo, 2013. "Are there returns from university location in a state-funded university system?," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 465-478.
- Ahlin, Lina & Andersson, Martin & Thulin, Per, 2016.
"Human Capital Sorting - the ‘when’ and ‘who’ of sorting of talents to urban regions,"
Working Paper Series in Economics and Institutions of Innovation
430, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
- Ahlin, Lina & Andersson, Martin & Thulin, Per, 2016. "Human Capital Sorting - the ‘when’ and ‘who’ of sorting of talents to urban regions," Papers in Innovation Studies 2016/10, Lund University, CIRCLE - Centre for Innovation Research.
- Ahlin, Lina & Andersson, Martin & Thulin, Per, 2017. "Human Capital Sorting: The ‘When’ and ‘Who’ of Sorting of Talents to Urban Regions," Working Paper Series 1155, Research Institute of Industrial Economics.
- Kent Eliasson & Olle Westerlund, 2023. "The urban wage premium and spatial sorting on observed and unobserved ability," Journal of Economic Geography, Oxford University Press, vol. 23(3), pages 601-627.
- Tuomo Suhonen, 2014. "Quality of higher education and earnings: evidence from Finland using field-of-study-level quality measures," International Review of Applied Economics, Taylor & Francis Journals, vol. 28(1), pages 22-44, January.
- Eliasson, Kent, 2006. "How Robust is the Evidence on the Returns to College Choice? Results Using Swedish Administrative Data," Umeå Economic Studies 692, Umeå University, Department of Economics.
- Eliasson, Kent, 2006. "College Choice And Earnings Among University Graduates In Sweden," Umeå Economic Studies 693, Umeå University, Department of Economics.
- Kent Eliasson & Olle Westerlund, 2023. "The urban wage premium and spatial sorting on observed and unobserved ability," Journal of International Economic Law, Oxford University Press, vol. 23(3), pages 601-627.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Eliasson, Kent, 2006. "How Robust is the Evidence on the Returns to College Choice? Results Using Swedish Administrative Data," Umeå Economic Studies 692, Umeå University, Department of Economics.
- Eliasson, Kent, 2006. "College Choice And Earnings Among University Graduates In Sweden," Umeå Economic Studies 693, Umeå University, Department of Economics.
- Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003.
"Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS,"
IFS Working Papers
W03/20, Institute for Fiscal Studies.
- Blundell, Richard & Dearden, Lorraine & Sianesi, Barbara, 2004. "Evaluating the impact of education on earnings in the UK: models, methods and results from the NCDS," LSE Research Online Documents on Economics 19451, London School of Economics and Political Science, LSE Library.
- Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2004. "Evaluating the Impact of Education on Earnings in the UK: Models, Methods and Results from the NCDS," CEE Discussion Papers 0047, Centre for the Economics of Education, LSE.
- Black, Dan A. & Smith, J.A.Jeffrey A., 2004.
"How robust is the evidence on the effects of college quality? Evidence from matching,"
Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
- Dan A. Black & Jeffrey Smith, 2003. "How Robust is the Evidence on the Effects of College Quality? Evidence From Matching," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20033, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
- Milla, Joniada, 2017. "The Context-Bound University Selectivity Premium," IZA Discussion Papers 11025, Institute of Labor Economics (IZA).
- Broecke, Stijn, 2012. "University selectivity and earnings: Evidence from UK data on applications and admissions to university," Economics of Education Review, Elsevier, vol. 31(3), pages 96-107.
- Long, Mark C., 2010. "Changes in the returns to education and college quality," Economics of Education Review, Elsevier, vol. 29(3), pages 338-347, June.
- Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2007.
"Using State Administrative Data to Measure Program Performance,"
The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 761-783, November.
- Peter R. Mueser & Kenneth Troske & Alexey Gorislavsky, 2003. "Using State Administrative Data to Measure Program Performance," Working Papers 0309, Department of Economics, University of Missouri.
- Mueser, Peter R. & Troske, Kenneth & Gorislavsky, Alexey, 2003. "Using State Administrative Data to Measure Program Performance," IZA Discussion Papers 786, Institute of Labor Economics (IZA).
- Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2007. "Using State Administrative Data to Measure Program Performance," Working Papers 0702, Department of Economics, University of Missouri.
- Jose C. Galdo & Jeffrey Smith & Dan Black, 2008.
"Bandwidth Selection and the Estimation of Treatment Effects with Unbalanced Data,"
Annals of Economics and Statistics, GENES, issue 91-92, pages 189-216.
- Galdo, Jose C. & Smith, Jeffrey A. & Black, Dan A., 2007. "Bandwidth Selection and the Estimation of Treatment Effects with Unbalanced Data," IZA Discussion Papers 3095, Institute of Labor Economics (IZA).
- Smith, Jonathan, 2013. "Ova and out: Using twins to estimate the educational returns to attending a selective college," Economics of Education Review, Elsevier, vol. 36(C), pages 166-180.
- Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
- Suhonen, Tuomo, 2013. "Are there returns from university location in a state-funded university system?," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 465-478.
- Carroll, David & Heaton, Christopher & Tani, Massimiliano, 2014. "Returns to University Quality in Australia: A Two-Stage Analysis," IZA Discussion Papers 8473, Institute of Labor Economics (IZA).
- Dettmann, Eva & Becker, Claudia & Schmeißer, Christian, 2010. "Is there a Superior Distance Function for Matching in Small Samples?," IWH Discussion Papers 3/2010, Halle Institute for Economic Research (IWH).
- Gartell, Marie, 2009. "Stability of college rankings - A study of relative earnings estimates applying different methods and models on Swedish data," Working Paper Series 2009:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
- Long, Mark C., 2008. "College quality and early adult outcomes," Economics of Education Review, Elsevier, vol. 27(5), pages 588-602, October.
- V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006.
"Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program,"
Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 521-566, July.
- V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program," NBER Working Papers 11939, National Bureau of Economic Research, Inc.
- Ferrall, Christopher & Betts, Julian & Finnie, Ross, 2007. "L'incidence des caracteristiques d'une universite sur les resultats professionnels apres le diplome : temoignages de trois cohortes canadiennes recemment diplomees," Direction des études analytiques : documents de recherche 2007292f, Statistics Canada, Direction des études analytiques.
- Black, Dan A. & Joo, Joonhwi & LaLonde, Robert & Smith, Jeffrey A. & Taylor, Evan J., 2022.
"Simple Tests for Selection: Learning More from Instrumental Variables,"
Labour Economics, Elsevier, vol. 79(C).
- Dan A. Black & Joonhwi Joo & Robert LaLonde & Jeffrey Andrew Smith & Evan J. Taylor, 2017. "Simple Tests for Selection: Learning More from Instrumental Variables," CESifo Working Paper Series 6392, CESifo.
- Dan Black & Joonhwi Joo & Robert LaLonde & Jeffrey Smith & Evan Taylor, 2020. "Simple Tests for Selection: Learning More from Instrumental Variables," Working Papers 2020-048, Human Capital and Economic Opportunity Working Group.
- Dan A. Black & Joonhwi Joo & Robert LaLonde & Jeffrey A. Smith & Evan J. Taylor, 2022. "Simple Tests for Selection: Learning More from Instrumental Variables," NBER Working Papers 30291, National Bureau of Economic Research, Inc.
- Carlos A. Flores & Oscar A. Mitnik, 2009.
"Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data,"
Working Papers
2010-10, University of Miami, Department of Economics.
- Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
- Carlos A. Flores & Oscar A. Mitnik, 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," Working Papers 2010-9, University of Miami, Department of Economics.
More about this item
Keywords
College choice; ability; earnings; selection on observables;All these keywords.
JEL classification:
- A22 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Undergraduate
- I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
- J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
NEP fields
This paper has been announced in the following NEP Reports:- NEP-EDU-2006-09-23 (Education)
- NEP-LAB-2006-09-23 (Labour Economics)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hhs:umnees:0691. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: David Skog (email available below). General contact details of provider: https://edirc.repec.org/data/inumuse.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.