This article examines the labor market returns to earning industry-certified credentials in the manufacturing sector. Specifically, the authors are interested in estimating the impact of a manufacturing credential on earnings and probability of employment, both overall and within the pre- and post-credential industry of employment. They link students who earned manufacturing credentials to their educational enrollment and completion records, and then further link them to IRS tax records for earnings and employment and to the American Community Survey and decennial census for demographic information. Earnings trajectories are presented for workers with credentials by demographic group, including age, race/ethnicity, gender, and educational attainment. To obtain more causal estimates of the labor market impacts of credentials, the authors implement a coarsened exact matching strategy to compare outcomes between otherwise similar people with and without credentials. Findings show that the attainment of a manufacturing industry credential is associated with increasingly higher earnings and a higher likelihood of labor market participation.
AlbertKyle. 2017. The certification earnings premium: An examination of young workers. Social Science Research63:138–49.
3.
AshenfelterOrley. 1978. Estimating the effect of training programs on earnings. Review of Economics and Statistics60(1):47–57.
4.
AshenfelterOrleyCardDavid. 1985. Using the longitudinal structure of earnings to estimate the effect of training programs. Review of Economics and Statistics67(4):648–60.
5.
AutorDavid H.2014. Skills, education, and the rise of earnings inequality among the “other 99 percent.”Science344(6186):843–51.
6.
BairdMatthew D.BozickRobertZaberMelanie A.2021. Beyond traditional academic degrees: The labor market returns to occupational credentials in the United States. RAND Education and Labor Working Paper No. WR-1299-1. Santa Monica, CA: RAND Corporation.
7.
BairdMatthew D.EngbergJohnGutierrezItalo A.2022. RCT evidence on differential impact of US job training programmes by pre-training employment status. Labour Economics75:102140.
8.
BelfieldCliveBaileyThomas. 2017. The labor market returns to sub-baccalaureate college: A review. CAPSEE Working Paper. Center for Analysis of Postsecondary Education and Employment, Teachers College, Columbia University.
9.
BlairPeter Q.ChungBobby W.2018. Job market signaling through occupational licensing. NBER Working Paper No. 24791. Cambridge, MA: National Bureau of Economic Research.
10.
BondBrittanyBrownJ. DavidLuqueAdelaO’HaraAmy. 2015. The nature of the bias when studying only linkable person records: Evidence from the American Community Survey. CARRA Working Paper No. 2014-08. Center for Administrative Records Research and Applications, U.S. Census Bureau.
11.
BurgessSimon M.2016. Human capital and education: The state of the art in the economics of education. IZA Discussion Paper No. 9885. Bonn, Germany: Institute of Labor Economics.
12.
CampbellElizabeth LaurenHahlOliver. 2022. He’s overqualified, she’s highly committed: Qualification signals and gendered assumptions about job candidate commitment. Organization Science33(6):2451–76.
13.
CarruthersCeleste K.JepsenChristopher. 2021. Vocational education: An international perspective. In McCallBrian P. (Ed.), The Routledge Handbook of the Economics of Education. London: Routledge.
14.
CarruthersCeleste K.SanfordThomas. 2018. Way station or launching pad? Unpacking the returns to adult technical education. Journal of Public Economics165:146–59.
15.
CengizDorukDubeArindrajitLindnerAttilaZippererBen. 2019. The effect of minimum wages on low-wage jobs. Quarterly Journal of Economics134(3):1405–54.
16.
DaughertyLindsayKramerJenna W.AndersonDrew M.BozikRobert. 2020. Stacking educational credentials in Ohio: Pathways through postsecondary education in health care, manufacturing, and engineering technology. Research report. Santa Monica, CA: RAND Corporation.
17.
DeitzRichardOrrJames. 2006. A leaner, more skilled US manufacturing workforce. Current Issues in Economics and Finance12(2):1–7. Federal Reserve Bank of New York.
18.
Duke-BenfieldAmy EllenWilsonBtyanKalebaKermitLeventoffJenna. 2019. Expanding opportunities: Defining quality non-degree credentials for states. Report. Washington, DC: National Skills Coalition.
19.
FooteAndrewStrangeKevin M.2019. Attrition from administrative data: Problems and solutions with an application to higher education. Conference paper. NBER Education Program Meeting.
20.
ForstonKennethRotzDanaBurkanderPaulMastriAnnalisaSchochetPeterRosenbergLindaMcConnellSheenaD'AmicoRonald. 2017. Providing public workforce services to job seekers: 30-month impact findings on the WIA Adult and Dislocated Worker programs. Report. Washington, DC: Mathematica Policy Research.
21.
GittlemanMauryKleeMark A.KleinerMorris M.2018. Analyzing the labor market outcomes of occupational licensing. Industrial Relations: A Journal of Economy and Society57(1):57–100.
22.
Goldrick-RabSara. 2016. Paying the Price: College Costs, Financial Aid, and the Betrayal of the American Dream. Chicago: University of Chicago Press.
23.
HeckmanJames J.SmithJeffrey A.1999. The pre-programme earnings dip and the determinants of participation in a social programme: Implications for simple programme evaluation strategies. Economic Journal109(457):313–48.
24.
HolzerHarry. 2015. Higher education and workforce policy: Creating more skilled workers (and jobs for them to fill). Research paper. Washington, DC: Brookings Institution.
25.
JaggarsShanna SmithXuDi. 2016. Examining the earnings trajectories of community college students using a piecewise growth curve modeling approach. Journal of Research on Educational Effectiveness9(3):445–71.
26.
JepsenChristopherTroskeKennethCoomesPaul. 2014. The labor-market returns to community college degrees, diplomas, and certificates. Journal of Labor Economics32(1):95–121.
27.
KatzLawrence F.RothJonathanHendraRichardSchabergKelsey. 2022. Why do sectoral employment programs work? Lessons from WorkAdvance. Journal of Labor Economics40(S1):S249–S291.
28.
KimChanhwanTamboriniChristopher R.2019. Are they still worth it? The long-run earnings benefits of an associate degree, vocational diploma or certificate, and some college. RSF: The Russell Sage Foundation Journal of the Social Sciences5(3):64–85.
29.
KleinerMorris M.KruegerAlan B.2013. Analyzing the extent and influence of occupational licensing on the labor market. Journal of Labor Economics31(S1):S173–S202.
30.
MaguireSheilaFreelyJoshuaClymerCarolConwayMaureenSchwartzDeena. 2010. Tuning in to local labor markets: Findings from the sectoral employment impact study. Report. Philadelphia: Public/Private Ventures.
31.
MinayaVeronicaScott-ClaytonJudith. 2022. Labor market trajectories for community college graduates: How returns to certificates and associate's degrees evolve over time. Education Finance and Policy17(1):53–80.
32.
MoutrayChadSwiftKevin. 2013. Looking ahead: Opportunities and challenges for U.S. manufacturers. Business Economics48(2):121–33.
33.
RedbirdBeth. 2017. The new closed shop? The economic and structural effects of occupational licensure. American Sociological Review82(3):600–624.
34.
StuartElizabeth. 2010. Matching methods for causal inference: A review and a look forward. Statistical Science25(1):1–21.
35.
StevensAnn HuffKurlaenderMichalGroszMichel. 2019. Career technical education and labor market outcomes: Evidence from California community colleges. Journal of Human Resources54(4):986–1036.
36.
TamboriniChristopher R.KimChangHwanSakamotoArthur. 2015. Education and lifetime earnings in the United States. Demography52(4):1383–407.
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