Abstract
Concerns over the supply of skills in the U.S. labor force, especially education-related skills, have exploded in recent years with a series of reports not only from employer-associated organizations but also from independent and even government sources making similar claims. These complaints about skills are driving much of the debate around labor force and education policy, yet they have not been examined carefully. In this article, the author assesses the range of these charges as well as other evidence about skills in the labor force. Very little evidence is consistent with the complaints about a skills shortage, and a wide range of evidence suggests the complaints are not warranted. Indeed, a reasonable conclusion is that overeducation remains the persistent and even growing condition of the U.S. labor force with respect to skills. The author considers three possible explanations for the employer complaints and the associated policy implications.
References
|
Accenture . 2012. Solving the skills paradox: Seven ways to solve your critical skills gap. Accessed at http://www.accenture.com/SiteCollectionDocuments/PDF/Accenture-Solving-the-Skills-Paradox.pdf. Google Scholar | |
|
Acemoglu, Daron . 2002. Technical change, inequality, and the labor market. Journal of Economic Literature 40(1): 7–72. Google Scholar | Crossref | ISI | |
|
Acemoglu, Daron, Autor, David. 2011. Skills, tasks, and technologies: Implications for employment and earnings. In Card, David, Ashenfelter, Orley (Eds.), Handbook of Labor Economics, Vol. 4a, pp. 1043–71. Amsterdam: North Holland. Google Scholar | Crossref | |
|
Acemoglu, Daron, Autor, David. 2012. What does human capital do? A review of Goldin and Katz’s The Race Between Education and Technology. Journal of Economic Literature 50(2): 426–63. Google Scholar | Crossref | ISI | |
|
Acemoglu, Daron, Pischke, Jorn-Steffen. 1998. Why do firms train? Theory and evidence. Quarterly Journal of Economics 113(1): 79–119. Google Scholar | Crossref | ISI | |
|
Acemoglu, Daron, Zilibotti, Fabrizio. 2001. Productivity differences. Quarterly Journal of Economics 116(2): 563–606. Google Scholar | Crossref | ISI | |
|
Acemoglu, Daron, Autor, David, Dorn, David, Hanson, Gordon H., Price, Brendan. 2014. Return of the Solow paradox? IT, productivity, and employment in U.S. manufacturing. NBER Working Paper No. 19837. Cambridge, MA: National Bureau of Economic Research. Google Scholar | Crossref | |
|
Alchian, Armen A., Arrow, Kenneth, Capron, William M. 1958. An economic analysis of the market for scientists and engineers. Rand Corporation. Accessed at http://www.rand.org/content/dam/rand/pubs/research_memoranda/2005/RM2190.pdf. Google Scholar | |
|
Allen, Jim, van der Velden, Rolf. 2001. Educational mismatches versus skill mismatches: Effects on wages, job satisfaction, and on-the-job search. Oxford Economic Papers 53(3): 434–52. Google Scholar | Crossref | ISI | |
|
Anderson, Zac . 2011. Rick Scott wants to shift university funding away from some degrees. Herald-Tribune, October 10. Accessed at http://politics.heraldtribune.com/2011/10/10/rick-scott-wants-to-shift-university-funding-away-from-some-majors/. Google Scholar | |
|
Aspen Institute . 2003. Grow faster together or grow slowly apart. Domestic Strategy Group. Accessed at http://www.aspenwsi.org/wordpress/wp-content/uploads/GrowFast.pdf. Google Scholar | |
|
[ASTD] American Society for Training and Development . 2012. Bridging the skills gap: Help wanted, skills lacking. Why the mismatch in today’s economy? Accessed at http://nist.gov/mep/upload/Bridging-the-Skills-Gap_2012.pdf. Google Scholar | |
|
Atkinson, Richard C. 1990. Supply and demand for scientists and engineers: A national crisis in the making. Science 248(4954): 425–32. Google Scholar | Crossref | Medline | ISI | |
|
Atkinson, Robert D., Stewart, Luke A. 2013. The real story on guestworkers in the high-skill U.S. labor market. Washington, DC: Information Technology and Innovation Foundation. Accessed at http://www2.itif.org/2013-guestworkers-high-skill-labor-market.pdf. Google Scholar | |
|
Autor, David H. 2001. Why do temporary help firms provide free general skills training? Quarterly Journal of Economics 116: 1409–48. Google Scholar | Crossref | ISI | |
|
Autor, David H. 2010. The polarization of job opportunities in the U.S. labor market: Implications for employment and earnings. Washington, DC: Center for American Progress and the Hamilton Project. Google Scholar | |
|
Autor, David H., Katz, Lawrence F., Kearney, Melissa S. 2008. Trends in US wage inequality: Revising the revisionists. Review of Economics and Statistics 90(2): 300–323. Google Scholar | Crossref | ISI | |
|
Autor, David H., Katz, Lawrence F., Krueger, Alan B. 1998. Computing inequality: Have computers changed the labor market? Quarterly Journal of Economics 113(4): 1169–213. Google Scholar | Crossref | ISI | |
|
Autor, David H., Levy, Frank, Murnane, Richard J. 2003. The skill content of recent technological change: An empirical exploration. Quarterly Journal of Economics 118(4): 1279–333. Google Scholar | Crossref | ISI | |
|
Badillo Amador, Lourdes, López Nicolás, Ángel, Vila, Luis E. 2012. The consequences on job satisfaction of job–worker educational and skill mismatches in the Spanish labour market: A panel analysis. Applied Economics Letters 19(4): 319–24. Google Scholar | Crossref | ISI | |
|
Baert, Stijn, Cockx, Bart, Verhaest, Dieter. 2013. Overeducation at the start of the career: Stepping stone or trap? Labour Economics 25: 123–40. Google Scholar | Crossref | ISI | |
|
Barnichon, Regis, Elsby, Michael, Hobijn, Bart, Şahin, Ayşegül. 2012. Which industries are shifting the Beveridge curve? Monthly Labor Review. Accessed at http://www.bls.gov/opub/mlr/2012/06/art2full.pdf. Google Scholar | |
|
Barnow, Burt S., Trutko, John, Piatak, Jaclyn Schede. 2013. Occupational Labor Shortages: Concepts, Causes, Consequences, and Cures. Kalamazoo, MI: Upjohn Institute. Google Scholar | Crossref | |
|
Bayer Corporation . 2013. Is there a STEM workforce shortage? October 22. Accessed at http://www.bayerus.com/News%5CNewsDetail.aspx?ID=DCF6FA59-C9B5-2F14-A7AB69927FB04B0B. Google Scholar | |
|
Beaudry, Paul, Green, David A., Sand, Benjamin M. 2013. The great reversal in the demand for skill and cognitive tasks. NBER Working Paper No. 18901. Cambridge, MA: National Bureau of Economic Research. Google Scholar | Crossref | |
|
Bennett, Jessica, McGuinness, Seamus. 2009. Assessing the impact of skill shortages on the productivity performance of high-tech firms in Northern Ireland. Applied Economics 41(6): 727–37. Google Scholar | Crossref | ISI | |
|
Berg, Ivar . 1970. Education and Jobs: The Great Training Robbery. Westport, CT: Praeger. Google Scholar | |
|
Biavaschi, Costanza, Eichhorst, Werner, Giulietti, Corrado, Kendzia, Michael J., Muravyev, Alexander, Pieters, Janneke, Rodríguez-Planas, Nuría, Schmidl, Ricarda, Zimmermann, Klaus F. 2012. Youth unemployment and vocational training. IZA Discussion Paper No. 6890. Bonn, Germany: Institut zur Zukunft der Arbeit. Google Scholar | |
|
Bidwell, Matthew J. 2013. What happened to long-term employment? The role of worker power and environmental turbulence in explaining declines in worker tenure. Organization Science 24(4): 1061–82. Google Scholar | Crossref | ISI | |
|
Bilginsoy, Cihan . 2003. The hazards of training: Attrition and retention in construction industry apprenticeship programs. Industrial and Labor Relations Review 57(1): 54–67. Google Scholar | SAGE Journals | |
|
Bluestone, Barry, Melnik, Mark. 2010. After the recovery: Help needed. Civic Ventures. Accessed at http://www.encore.org/files/research/JobsBluestonePaper3-5-10.pdf. Google Scholar | |
|
Borjas, George . 2010. Labor Economics. New York: McGraw-Hill. Google Scholar | |
|
Boston Consulting Group . 2013. The U.S. skills gap: Could it threaten the U.S. manufacturing renaissance? Accessed at https://www.bcgperspectives.com/content/articles/lean_manufacturing_us_skills_gap_could_threaten_manufacturing_renaissance/. Google Scholar | |
|
Braverman, Harry . 1974. Labor and Monopoly Capital: The Degradation of Work in the Twentieth Century. New York: NYU Press. Google Scholar | Crossref | |
|
Bray, Mark, Lykins, Chad. 2012. Shadow Education: Private Supplementary Tutoring and Its Implications for Policy Makers in Asia. Mandaluyong City, Philippines: Asian Development Bank. Google Scholar | |
|
Brenčič, Vera . 2010. Do employers respond to the costs of continued search? Oxford Bulletin of Economics and Statistics 72(2): 221–45. Google Scholar | Crossref | ISI | |
|
British Chambers of Commerce . 2011. Skills for business: More to learn? Accessed at http://www.britishchambers.org.uk/assets/downloads/policy_reports_2011/Skills%20for%20business%20-%20more%20to%20learn.pdf. Google Scholar | |
|
Brynjolfsson, Erik, McAfee, Andrew. 2011. Race against the Machine. Lexington, MA: Digital Frontier Press. Google Scholar | |
|
[BLS] Bureau of Labor Statistics . 2013. Labor force projections to 2022: The labor force participation rate continues to fall. Monthly Labor Review. Accessed at http://www.bls.gov/opub/mlr/2013/article/labor-force-projections-to-2022-the-labor-force-participation-rate-continues-to-fall-1.htm. Google Scholar | |
|
[BLS] Bureau of Labor Statistics . 2014a. Job openings and labor turnover survey. Accessed at http://data.bls.gov/timeseries/JTU30000000JOL?data_tool=XGtable. Google Scholar | |
|
[BLS] Bureau of Labor Statistics . 2014b. Job openings and labor turnover survey highlights, March 2014. Chart 1. Number of unemployed persons per job opening. Accessed at http://www.bls.gov/web/jolts/jlt_labstatgraphs.pdf. Google Scholar | |
|
[BLS] Bureau of Labor Statistics . 2014c. Occupational outlook handbook. Accessed at http://www.bls.gov/ooh/most-new-jobs.htm. Google Scholar | |
|
Cachon, Gerard, Terwiesch, Christian. 2006. Matching Supply with Demand. New York: McGraw-Hill. Google Scholar | |
|
Cainarca, Gian Carlo, Sgobbi, Francesca. 2012. The return to education and skills in Italy. International Journal of Manpower 33(2): 187–205. Google Scholar | Crossref | ISI | |
|
Cappelli, Peter . 1995. Rethinking the “Skills Gap.” California Management Review 37(4): 108–24. Google Scholar | SAGE Journals | ISI | |
|
Cappelli, Peter . 1999. The New Deal at Work: Managing the Market-Driven Workplace. Boston: Harvard Business School Press. Google Scholar | |
|
Cappelli, Peter . 2001. Employer participation in school-to-work activities and involvement with schools. The National Center for Postsecondary Improvement, Stanford University. Google Scholar | |
|
Cappelli, Peter . 2003 Will there really be a labor shortage? Organizational Dynamic 32(3): 221–33. Google Scholar | Crossref | ISI | |
|
Cappelli, Peter . 2004. Why do employers pay for college? Journal of Econometrics 121(1–2): 213–41. Google Scholar | Crossref | ISI | |
|
Cappelli, Peter . 2012. That pesky skill shortage in manufacturing. HR Executive. Accessed at http://www.hreonline.com/HRE/view/story.jhtml?id=534354686. Google Scholar | |
|
Cappelli, Peter . 2011. Research report: Career advisory board job preparedness indicator. DeVry University, and Harris Interactive Interviewing. Accessed at http://careeradvisoryboard.com/public/uploads/2011/11/Job-Preparedness-Indicator-Research-Report.pdf. Google Scholar | |
|
Career Xroads . 2013. Sources of hire 2013: Perception is reality. Accessed at http://www.careerxroads.com/news/SourcesOfHire2013.pdf. Google Scholar | |
|
Carnevale, Anthony . 2005. The coming labor and skills shortage. Training & Development 59(1): 37–41. Google Scholar | |
|
Carnevale, Anthony P., Smith, Nicole, Strohl, Jeff. 2010. Help wanted: Projections of jobs and education requirements through 2018. Washington, DC: Center on Education and the Workforce, Georgetown University. Accessed at http://cew.georgetown.edu/jobs2018/. Google Scholar | |
|
Cascio, Wayne F. 2008. To prosper, organizational psychology should bridge application and scholarship. Journal of Organizational Behavior 29(4): 455–68. Google Scholar | Crossref | ISI | |
|
Challenger, John A. 2003. The coming labor shortage. Futurist 37(5): 24–28. Google Scholar | |
|
Chambers, Elizabeth G., Foulon, Mark, Handfield-Jones, Helen, Hankin, Steven M., Michaels, Edward G. 1998. The war for talent. McKinsey Quarterly (3): 44–57. Google Scholar | |
|
Charette, Robert M. 2013. The STEM crisis is a myth. IEEE Spectrum, August. Accessed at http://spectrum.ieee.org/at-work/education/the-stem-crisis-is-a-myth (August 2014). Google Scholar | |
|
Chronicle of Higher Education . 2012. The role of higher education in career development: Employer perceptions. Survey. Accessed at https://chronicle.com/items/biz/pdf/EmployersSurvey.pdf. Google Scholar | |
|
Computer and Technology Industry Association . 2012. State of the IT skills gap. Accessed at http://www.wired.com/wiredenterprise/wp-content/uploads//2012/03/Report_-_CompTIA_IT_Skills_Gap_study_-_Full_Report.sflb_.pdf. Google Scholar | |
|
[CBI] Confederation of British Industry . 2013. Tomorrow’s growth report. Accessed at http://www.cbi.org.uk/campaigns/skills-for-growth/tomorrows-growth-report/. Google Scholar | |
|
[CBO] Congressional Budget Office . 2011. CBO’s labor force projections through 2021. Accessed at http://www.cbo.gov/sites/default/files/cbofiles/ftpdocs/120xx/doc12052/03-22-laborforceprojections.pdf. Google Scholar | |
|
[CVTS] Continuing Vocational Training Statistics . 2013. European Commission, Brussels. Accessed at http://epp.eurostat.ec.europa.eu/statistics_explained/index.php/Continuing_vocational_training_statistics. Google Scholar | |
|
Davis, Steven J., Faberman, R. Jason, Haltiwanger, John C. 2012. Recruiting intensity during and after the Great Recession: National and industry evidence. American Economic Review 102(3): 584–88. Google Scholar | Crossref | ISI | |
|
Davis, Steven J., Faberman, R. Jason, Haltiwanger, John C. 2013. The establishment-level behavior of vacancies and hiring. Quarterly Journal of Economics 128(2): 581–622. Google Scholar | Crossref | ISI | |
|
Deloitte and the Manufacturing Institute . 2011. Boiling point? The skills gap in U.S. manufacturing. Accessed at http://www.themanufacturinginstitute.org/~/media/A07730B2A798437D98501E798C2E13AA.ashx. Google Scholar | |
|
Duncan, Greg, Hoffman, Saul. 1981. The incidence and wage effects of overeducation. Economics of Education Review 1(1): 75–86. Google Scholar | Crossref | |
|
Dychtwald, Ken, Erickson, Tamara J., Morrison, Robert. 2006. Workforce Crisis: How to Beat the Coming Shortage of Skills and Talent. Boston: Harvard Business School Press. Google Scholar | |
|
Edwards, Richard C. 1979. Contested Terrain: The Transformation of the Workplace in the Twentieth Century. New York: Basic Books. Google Scholar | |
|
Engineering Employer’s Federation 2013. Skills for Growth. Accessed at http://www.eef.org.uk/representation/%20campaigns/route-to-growth/default.htm. Google Scholar | |
|
[ETA] Employment and Training Administration . 2012. Department of Labor Performance Plan FY 2011. Washington, DC: U.S. Department of Labor. Google Scholar | |
|
Federation of Small Businesses . Raising the standards: An FSB skills survey. Accessed at http://www.fsb.org.uk/policy/assets/skills%20report%20final.pdf. Google Scholar | |
|
Feldstead, Alan, Gallie, Duncan, Green, Francis, Inanc, Hande. 2013. Work Intensification in Britain: First Findings from the Skills and Employment Survey 2012. London: Centre for Learning and Life Chances in Knowledge Economies and Societies. Google Scholar | |
|
Frazis, Harley, Gittleman, Maury, Joyce, Mary. 2000. Correlates of training: An analysis using both employer and employee characteristics. Industrial and Labor Relations Review 53(3): 443–62. Google Scholar | SAGE Journals | |
|
Freeman, Richard B. 1976. The Overeducated American. New York: Academic Press. Google Scholar | |
|
Freeman, Richard B. 2006. Is a great labor shortage coming? Replacement demand in the global economy. NBER Working Paper No. 12541. Cambridge, MA: National Bureau of Economic Research. Google Scholar | Crossref | |
|
Global Agenda Council on Employment . 2014. Matching skills and labour market needs: Building social partnerships for better skills and better jobs. World Economic Forum, Geneva, Switzerland. Google Scholar | |
|
Goldin, Claudia, Katz, Lawrence F. 2008. The Race between Education and Technology. Cambridge, MA: Harvard University Press. Google Scholar | |
|
Gottschalk, Peter, Hansen, Morton. 2003. Is the proportion of college workers in non-college jobs increasing? Journal of Labor Economics 21: 449–71. Google Scholar | Crossref | ISI | |
|
Government Accounting Office . 1998. Assessment of the Commerce Department’s report on worker demand and supply. T-HEHS-98-144. Washington, DC. Google Scholar | |
|
Hanushek, Eric A., Schwerdt, Guido, Wiederhold, Simon, Woessmann, Ludger. 2013. Returns to skills around the world: Evidence from PIAAC. NBER Working Paper No. 19762. Cambridge, MA: National Bureau of Economic Research. Google Scholar | Crossref | |
|
Harrington, Paul E., Sum, Andrew M. 2010. College labor shortages in 2018? New England Journal of Higher Education, November 8. Accessed at http://www.nebhe.org/thejournal/college-labor-shortages-in-2018/. Google Scholar | |
|
Harrington, Paul E., Sum, Andrew M. Forthcoming. Recent projections of labor shortages through 2018: From great recession to labor shortages? A critical look at the evidence. Monthly Labor Review. Google Scholar | |
|
Hollister, Matissa . 2011. Employment stability in the US labor market: Rhetoric versus reality. Annual Review of Sociology 37: 305–24. Google Scholar | Crossref | ISI | |
|
HRMarketer.com . No date. Marketing and selling in the human resource marketplace: Winning strategies and tactics. Accessed at http://www.hrmarketer.com/selling_to_HR.pdf. Google Scholar | |
|
Institute of Directors . 2010. Reforming the skills system: Lessons learned the hard way. Accessed at http://www.iod.com/mainwebsite/resources/document/reforming_the%20_skills_system_lessons_learned_the_hard_way_jul11.pdf. Google Scholar | |
|
Jacobs, Jerry A., Sax, Linda. 2014. STEM majors, the liberal arts and the great recession. Paper presented at the American Educational Research Association Annual Meeting, April 5. Google Scholar | |
|
Jacoby, Sanford . 1983. Employing Bureaucracy: Managers, Unions, and the Transformation of Work in the 20th Century. New York: Columbia University Press. Google Scholar | |
|
Jobs Council . 2012a. Prepare the American workforce to compete in the global economy. Accessed at http://www.jobs-council.com/recommendations/prepare-the-american-workforce-to-compete-in-the-global-economy/. Google Scholar | |
|
Jobs Council . 2012b. Ensure that Americans have the right skills for today. Accessed at http://www.jobs-council.com/recommendations/ensure-that-americans-have-the-right-skills-for-today%E2%80%99s-jobs/. Google Scholar | |
|
Joyce, Mary, Neumark, David. 2001. School-to-work programs: Information from two surveys. Monthly Labor Review 124: 38–50. Google Scholar | ISI | |
|
Kahn, Lawrence M. 2004. Immigration, skills, and the labor market: International evidence. Journal of Population Economics 17(3): 501–34. Google Scholar | Crossref | ISI | |
|
Kampelmann, Stephan, Rycx, François. 2012. The impact of educational mismatch on firm productivity: Evidence from linked panel data. Economics of Education Review 6: 918–31. Google Scholar | Crossref | ISI | |
|
Katz, Lawrence F., Murphy, Kevin M. 1992. Changes in relative wages, 1963–1987: Supply and demand factors. Quarterly Journal of Economics 107(1): 35–78. Google Scholar | Crossref | ISI | |
|
Keefe, Jeffrey H. 1990. Numerically controlled machine tools and worker skills. Industrial and Labor Relations Review 44(3): 503–19. Google Scholar | SAGE Journals | |
|
Krueger, Alan B. 1993. How computers have changed the wage structure: Evidence from micro data. Quarterly Journal of Economics 108: 33–60. Google Scholar | Crossref | ISI | |
|
Lazear, Edward P. 2003. Firm-specific human capital: A skills-weighted approach. NBER Working Paper No. 9679. Cambridge, MA: National Bureau of Economic Research. Google Scholar | Crossref | |
|
Lazear, Edward P., Spletzer, James R. 2012. The United States labor market: Status quo or a new normal? NBER Working Paper No. 18386. Cambridge, MA: National Bureau of Economic Research. Google Scholar | Crossref | |
|
Leibert, Alessia . 2013. Are skilled workers scarce? Evidence from employer surveys in Minnesota. Minnesota Department of Employment and Economic Development. Accessed at http://mn.gov/deed/images/SecondRoundReportSkillsGap.pdf. Google Scholar | |
|
Levine, Marc V. 2013. The skills gap and unemployment in Wisconsin: Separating fact from fiction. University of Wisconsin at Milwaukee, Center for Economic Development. Google Scholar | |
|
Liu, Yujia, Grusky, David B. 2013. The payoff to skill in the third industrial revolution. American Journal of Sociology 118: 1330–74. Google Scholar | Crossref | ISI | |
|
Loveless, Tom . 2011. 2010 Brown Center Report on American Education: How Well Are American Students Learning? Vol. II, no. 5. Brown Center on Educational Policy. Washington, DC: The Brookings Institute. Google Scholar | |
|
Loveless, Tom . 2012. 2011 Brown Center Report on American Education: How Well Are American Students Learning? Vol. III, no. 1. Brown Center on Educational Policy. Washington, DC: The Brookings Institute. Google Scholar | |
|
Lynch, Lisa M., Black, Sandra E. 1998. Beyond the incidence of employer-provided training. Industrial and Labor Relations Review 52(1): 64–81. Google Scholar | SAGE Journals | |
|
Magnum, Stephen . 1990. Impending skill shortages: Where is the crisis? Challenge 33(5): 46–52. Google Scholar | Crossref | |
|
Manning, Alan . 2003. Monopsony in Motion: Imperfect Competition in Labor Markets. Princeton, NJ: Princeton University Press. Google Scholar | Crossref | |
|
Manpower . 2013. The talent shortage survey. Accessed at http://www.manpowergroup.us/campaigns/talent-shortage-2012/pdf/2012_Talent_Shortage_Survey_Results_US_FINALFINAL.pdf. Google Scholar | |
|
Mavromaras, Kostas, McGuinness, Seamus 2007. Education and skill mismatches in the labour market: Editor’s introduction. Australian Economic Review 40(3): 279–85. Google Scholar | Crossref | ISI | |
|
Mavromaras, Kostas, McGuinness, Seamus, O’Leary, Nigel, Sloane, Peter, Wei, Zhang. 2013. Job mismatches and labour market outcomes: Panel evidence on university graduates. Economic Record 89(286): 382–95. Google Scholar | Crossref | ISI | |
|
McGuinness, Seamus, Sloane, Peter J. 2011. Labour market mismatch among UK graduates: An analysis using REFLEX data. Economics of Education Review 30: 130–45. Google Scholar | Crossref | ISI | |
|
McKinsey Global Institute . 2012. The world at work: Jobs, pay and skills for 3.5 billion people. Accessed at http://www.mckinsey.com/insights/employment_and_growth/the_world_at_work. Google Scholar | |
|
Mishel, Lawrence, Shierholz, Heidi, Schmitt, John. 2013. Don’t blame the robots: Assessing the job polarization explanation of growing wage inequality. November 9. Washington, DC: Economic Policy Institute. Google Scholar | |
|
Mortensen, Dale T. 1986. Job search and labor market analysis. Handbook of Labor Economics 2: 849–919. Google Scholar | Crossref | |
|
Mosca, Irene, Wright, Robert E. 2013. Is graduate under-employment persistent? Evidence from the United Kingdom. IZA Discussion Paper No. 6177. Bonn, Germany: Institut zur Zukunft der Arbeit. Google Scholar | |
|
National Academies of Science, Engineering, and the Institute of Medicine . 2007. Rising above the gathering storm: Energizing and employing America for a brighter economic future. Accessed at http://www.nsf.gov/attachments/105652/public/NAS-Gathering-Storm-11463.pdf. Google Scholar | |
|
[NCES] National Center for Education Statistics . 2009. Career/technical education (CTE) statistics. Figure 1. Accessed at http://nces.ed.gov/surveys/ctes/figures/fig_01.asp. Google Scholar | |
|
[NCES] National Center for Education Statistics . 2013. Condition of education: Undergraduate degree fields. Washington, DC: NCES. Google Scholar | |
|
[NCES] National Center for Education Statistics . 2014a. Table 318: Degrees conferred by degree-granting institutions, by control of institution and level of degree: 1969–70 through 2010–11. Washington, DC: NCES. Google Scholar | |
|
[NCES] National Center for Education Statistics . 2014b. Table 438: Median annual earnings of full-time year-round workers 25 years old and over, by highest level of educational attainment and sex: 1990 through 2011. Washington, DC: NCES. Google Scholar | |
|
[NCES] National Center for Education Statistics . 2014c. Table h125: Average number of credits and percentage of total credits that public high school graduates earned during high school, by curricular area: 1990, 2000, 2005, and 2009. Career/Technical Education Statistics. Washington, DC: NCES. Google Scholar | |
|
National Center on Education and the Economy . 1990. America’s choice: High skills or low wages! The report of the Commission on the Skills of the American Workforce. National Center on Education and the Economy, Rochester, NY. Google Scholar | |
|
National Commission on Excellence in Education . 1983. A nation at risk: The imperative for educational reform. April. Accessed at http://datacenter.spps.org/uploads/SOTW_A_Nation_at_Risk_1983.pdf. Google Scholar | |
|
[NRC] National Research Council . 2001. Building a Workforce for the Information Economy. Washington, DC: National Academies Press. Google Scholar | |
|
[NRC] National Research Council . 2008. Future skill demands: A workshop summary. Washington, DC: National Academies Press. Google Scholar | |
|
Neumark, David, Johnson, Hans, Mejia, Marisol Cuellar. 2011. Future skills shortage in the U.S. economy? NBER Working Paper No. 17213. Cambridge, MA: National Bureau of Economic Research. Google Scholar | Crossref | |
|
Ng, Ying Chu . 2003. Earnings and “skill” allocation in the Canadian labor market. International Journal of Manpower 24(8): 964–80. Google Scholar | Crossref | ISI | |
|
[OECD] Organisation for Economic Co-operation and Development . 2010. Skills beyond school. Accessed at http://www.oecd.org. Google Scholar | |
|
[OECD] Organisation for Economic Co-operation and Development . 2012. OECD note on quality apprenticeships for the G20 Task Force on employment. Accessed at http://www.oecd.org/els/emp/OECD%20Apprenticeship%20Note%2026%20Sept.pdf. Google Scholar | |
|
[OECD] Organisation for Economic Co-operation and Development . 2013. Education at a glance 2013: OECD indicators. Paris: OECD Publishing. Accessed at http://dx.doi.org/10.1787/eag-2013-en. Google Scholar | |
|
Osterman, Paul, Weaver, Andrew. 2014. Skills and skill gaps in manufacturing. In Locke, Richard, Wellhausen, Rachel (Eds.), Production in the Innovation Economy, pp. 17–50. Cambridge, MA: MIT Press. Google Scholar | Crossref | |
|
Pouliakas, Konstantinos . 2014. Matching skills and labour market needs in Europe: Challenging the usual suspects. Address given at the Programme for the International Assessment of Adult Competencies Launch Event for the PIAAC Survey in Greece, Mapping Skills Shortages, Planning the Future, March 31, Athens. Google Scholar | |
|
President’s Council of Advisors on Science and Technology . 2012. Prepare and inspire: K–12 education in science, technology, engineering and math (STEM) education for America’s future. Accessed at http://www.whitehouse.gov/sites/default/files/microsites/ostp/pcast-engage-to-excel-final_2-25-12.pdf. Google Scholar | |
|
President’s Council on Jobs and Competitiveness . 2012. Roadmap to renewal. Accessed at http://www.jobs-council.com/recommendations/summary-of-road-map-to-renewal-report/. Google Scholar | |
|
PricewaterhouseCoopers (PwC) . 2012. Facing the talent challenge: Global CEO survey. Accessed at http://www.pwc.com/gx/en/ceosurvey/2012/key-findings/hr-talent-strategies.jhtml. Google Scholar | |
|
Rogerson, Richard, Shimer, Robert, Wright, Randall. 2005. Search-theoretic models of the labor market: A survey. Journal of Economic Literature 43: 959–88. Google Scholar | Crossref | ISI | |
|
Rosenthal, Neal H. 1982. Shortages of machinists: An evaluation of the information. Monthly Labor Review 105(7): 31–36. Google Scholar | ISI | |
|
Rothstein, Jesse . 2012. The labor market four years into the crisis: Assessing structural explanations. ILR Review 65(3): 467–500. Google Scholar | SAGE Journals | ISI | |
|
Salzman, Hal, Kuehn, Daniel, Lowell, B. Lindsay. 2013. Guestworkers in the high-skill US labor market. EPI Briefing Paper No. 359. Washington, DC: Economic Policy Institute. Google Scholar | |
|
[SCANS] Secretary’s Commission on Achieving Necessary Skills . 1991. What work requires of schools. U.S. Department of Labor. Accessed at http://wdr.doleta.gov/SCANS/whatwork/whatwork.pdf. Google Scholar | |
|
[SHRM] Society for Human Resource Managers . 2003. SHRM survey results. Alexandria, VA: SHRM. June 22. Available at http://www.shrm.org/research/quarterly/captureIDs.asp?type=0304aging_essay.asp. Google Scholar | |
|
Sicherman, Nachum, Galor, Oded. 1990. A theory of career mobility. Journal of Political Economy 98(1): 169–92. Google Scholar | Crossref | ISI | |
|
Smith, James P., Welch, Finis. 1978. The overeducated American? A review article. Technical report. Santa Monica, CA: Rand Corporation. Google Scholar | |
|
Spleen, Thomas Luke . 2013. Recent college graduates in the US labor force: Data from the Current Population Survey. Monthly Labor Report 136(2): 3–13. Google Scholar | ISI | |
|
Stull, William J., Sanders, Nicholas M. (Eds.). 2003. The School-to-Work Movement: Origins and Destinations. New York: Praeger. Google Scholar | |
|
Sutherland, John . 2012. Qualifications mismatch and skills mismatch. Education and Training 54(7): 619–32. Google Scholar | Crossref | |
|
Tinbergen, Jan . 1974. Substitution of graduate by other labor. Kyklos 27: 217–26. Google Scholar | Crossref | ISI | |
|
U.S. Chamber of Commerce . 2006. The state of American business 2006. Washington, DC. Google Scholar | |
|
U.S. Department of Commerce . 1997. America’s new deficit: The shortage of information technology workers. Washington, DC: Office of Technology Policy. Google Scholar | |
|
Vaisey, Stephen . 2006. Education and its discontents: Overqualification in America, 1972–2002. Social Forces 85(2): 835–64. Google Scholar | Crossref | ISI | |
|
Venneberg, Donald L., Eversole, Barbara W. 2010. The Boomer Retirement Time Bomb: How Companies Can Avoid the Fallout from the Coming Skills Shortage. Santa Barbara, CA: Praeger. Google Scholar | |
|
Walsh, William D. 1977. The short-run behavior of skilled wage differentials. Industrial and Labor Relations Review 30(3): 302–13. Google Scholar | SAGE Journals | |
|
Waterhouse, Benjamin C. 2014. Lobbying America: The politics of lobbying from Nixon to NAFTA. Princeton, NJ: Princeton University Press. Google Scholar | |
|
White House . n.d. Building American skills through community colleges. Accessed at http://www.whitehouse.gov/issues/education/higher-education/building-american-skills-through-community-colleges. Google Scholar | |
|
Wolf, Alison, Aspin, Liam, Waite, Edmund, Ananiadou, Katerina. 2010. The rise and fall of workplace basic skills programmes: Lessons for policy and practice. Oxford Review of Education 36(4): 385–405. Google Scholar | Crossref | ISI | |
|
Zicklin, Gilbert . 1987. Numerical control machining and the issue of deskilling: An empirical view. Work and Occupations 14(3): 452–66. Google Scholar | SAGE Journals | ISI |
