Ohio’s Credential Reboot: What Other States Should Learn From a Credentialing Mess

The rapid expansion of short-term, industry-recognized credentials in Ohio exposed a mismatch between credential quantity and labor-market value — and how building governance and data systems after the fact can leave students with costly, low-value certificates.

Last year, about 9,000 Ohio high school students earned a retail sales and customer service credential, even though state job listings showed only three openings statewide that required it. Another 4,000 students completed stacks of emergency-management credentials for fields with fewer than 300 openings. These outcomes reflected rational behavior by students responding to graduation incentives — but they also revealed a policy design problem: Ohio created a large credentialing system before it had the data and governance to evaluate which credentials actually lead to jobs and higher pay.

Since 2019, Ohio has allowed students to substitute career and technical education (CTE) coursework plus an industry-recognized credential for a state test when earning a high school diploma. Credential attainment climbed from roughly 53,000 students in 2019 to about 170,000 in 2024. On the surface, that looks like a career-readiness win; beneath it was credential anarchy. Some credentials — welding, for example — clearly open pathways. Others can be earned in a few hours and function mostly as a graduation checkbox.

Research from The Ohio State University Workforce Development and Education program found stark differences in value by sector. Credentials tied to transportation, manufacturing and construction produced wage gains that persisted into recipients' mid-20s; nurse aide and culinary credentials, by contrast, showed no meaningful earnings boost. National analysis from ExcelinEd and Burning Glass Technologies suggests this is not unique to Ohio: roughly 18% of credentials students earn nationally are actively sought by employers, and only about two-thirds of states collect the basic data needed to evaluate credential-market alignment.

Recognizing the problem, Ohio spent the last year rebuilding its tools and governance. Working with Ohio Excels — a nonprofit formed by the state's major chambers of commerce — Ohio trimmed its approved credential list from more than 700 items to 126. The state adopted a screening framework that considers job placement, wages, field growth and whether credential coursework also counts toward a degree. Ohio also launched an online high school outcomes dashboard tracking employment, college enrollment and completion, and earnings drawn from state unemployment insurance records. Those dashboards report outcomes for students completing a CTE concentration or at least two approved workforce development courses within a single CTE career pathway.

What Other States Should Take From Ohio

• Build data infrastructure before you scale incentives. Ohio's dashboards arrived after a credential boom; the corrective work lagged the policy expansion by years.
• Count credentials as career-ready only when paired with substantive coursework. Ohio State research found that combining a credential with a CTE concentration produced a 41% first-year income premium — more than double the gain from a standalone credential — and the advantage persisted years later.
• Use regional or independent wage thresholds. Single statewide wage floors can mask real differences in cost of living and labor demand between metro and nonmetro areas.
• Include scheduled revalidation from the start. Regular reviews prevent credential lists from swelling unchecked and help depoliticize removals by making them routine.
• Apply the same scrutiny beyond K–12. Community college certificates, apprenticeships and Workforce Pell-funded short-term programs all need the same data checks to ensure they signal employer value.

The federal Workforce Pell program — which extended Pell Grant eligibility to short-term career training on July 1 — illustrates the broader risk. A month after Ohio launched its Workforce Pell initiative, the state had approved no programs: nine applications were submitted, six were incomplete and three rejected as institutions assessed their capacity to administer the new offering. That delay highlights the same underlying need: data, governance and administrative capacity must be in place before incentives scale.

Ohio's experience is both a cautionary tale and a roadmap. States that create credential incentives without first building the infrastructure to evaluate labor-market impact risk sending students toward low-value credentials. The alternative is straightforward: design credential policies around durable data systems, regular review, and alignment with meaningful coursework so that credentials truly map to opportunity.