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Publications

Research Report

Priority 1 Feasibility Research: Student Survey Summary April 2025

This report presents descriptive findings from a questionnaire distributed to students enrolled in CAYG-developed incremental credentials across five institutions, yielding 77 valid responses from 1,280+ invitations. Students primarily pursued credentials for employment-related goals, with skill development, time savings, and affordability cited as key attractions. However, few reported tangible employment outcomes, suggesting gaps between credential design and market alignment. Most students learned about credentials through institutional online resources or advisors, pointing to opportunities for broader employer-engaged outreach.

Research Report

Priority 1 Feasibility Research: Focus Group Summary 2 December 2024

This report documents findings from the second round of focus groups conducted for the CAYG Priority 1 feasibility study, involving 39 institution-level staff and instructors delivering credentials across 10 institutions. Organized more granularly using the Credential As You Go Incremental Credential Readiness Model factors-conditions-actions framework, findings highlighted student life demands, readiness gaps, and financial barriers as major external factors; data systems, registration processes, and staffing as key internal conditions; and learner advising, credential design flexibility, and communication strategies as critical action areas. A recurring theme was that staff succeed in implementing innovative credentials largely by working around inadequate institutional systems rather than being supported by them.

Research Report

Priority 1 Feasibility Research: Focus Group Summary August 2023

Focus Group Summary 1 (August 2023) — This report documents findings from the first round of focus groups conducted for the CAYG Priority 1 feasibility study, involving 60 participants across 30 sessions representing administrators, faculty, employers, and learn-and-work professionals from Colorado, New York, and North Carolina. Organized around external factors and internal conditions influencing incremental credential implementation, findings covered topics ranging from broader economic pressures and employer hiring practices to competency-based assessment challenges, the credit/noncredit divide, technology barriers, and communication difficulties. The report provides the Credential As You Go Incremental Credential Readiness Model.

CAYG Data Management Plan

Data Management Plan (DMP)​

The CAYG Data Management Plan outlines procedures for collecting, securing, and sharing both qualitative data (focus group and interview transcripts) and quantitative data (student outcomes, questionnaire responses, and demographic information) across the project’s partner institutions in Colorado, New York, and North Carolina.

Making the Case for Incremental Credentialing and Graduate Education

Incremental Credentialing

Moving from a Degree-Centric Postsecondary System to an Incremental Credentialing System: What Happens to Learners’ Financing Options?

Though student financing is not listed as a discrete focus area, it is nevertheless a vital issue—one that touches nearly every area of the initiative’s work. For example, options for financing are typically a policy focus, an approach to addressing equity and inclusion, a learner support, and an area of professional development for those working in incremental credentialing. Financing issues also have implications for technology, particularly in how it might be used
to help learners navigate the system.

Research Brief

Lessons Learned & Milestones in Credential As You Go (2021-2023)

The Credential As You Go Network is witnessing progress in incremental credentialing approaches, particularly in high-demand fields like healthcare, information technology, teacher education, and cybersecurity. Institutions in these disciplines are creating accelerated credential pathways to address workforce needs. While some encounter challenges in adopting institution-wide approaches, network members propose ongoing support, including gap analysis, research facilitation, technical assistance, and outcomes research to refine and promote incremental credentialing practices.

Research Brief

Credential As You Go – Mapping Key Learn-and-Work Ecosystem Initiatives/Alliances Research Brief

Credential As You Go’s mapping study identified needs including improving and connecting information about efforts to enhance the learn-and-work ecosystem, broader communication of this information, and better alignment of funding support among initiatives. The study emphasizes the importance of studying these developments in greater depth, as thousands of alliances and initiatives are working in the innovation landscape, with collaboration and resource focus seen as vital for the ecosystem to thrive. Mapping key players is recognized as a crucial initial step in achieving these objectives.

Report

Credential As You Go – Mapping Key Learn-and-Work Ecosystem Initiatives/Alliances

Credential As You Go is a national initiative aimed at transforming the traditional degree-centric learn-and-work ecosystem, responding to the inefficiencies of a system heavily reliant on degrees as a measure of skills. Recognizing the changing landscape, the initiative operates across three states—Colorado, New York, and North Carolina—focusing on incremental credentialing through rigorous research and development. Two accompanying reports provide a comprehensive snapshot of initiatives and policies within the three states and map key national initiatives/alliances, contributing valuable insights to the evolving credentialing landscape.

Research Brief

Report on Policies & Initiatives Related to Credential As You Go Research Brief

The Credential As You Go initiative aims to establish a nationally recognized system of incremental credentialing, acknowledging various types of credentials and credential providers. Focusing on Colorado, New York, and North Carolina, the initiative conducted a comprehensive inventory of over 27 related efforts in the learn-and-work ecosystem, identifying areas of collaboration, staffing challenges, and the need for improved information sharing. The report emphasizes the importance of coordination, intermediaries, and technology in navigating the crowded landscape of innovation and calls for better resources to leverage efforts, assess outcomes, and accelerate advancements in incremental credentialing.

Improving Education and Employment Outcomes