A Literature-Based Recommendation System for The Effective Use of Micro Credentials in Education


Yüksel A. O.

11. ULUSLARARASI BİLİMSEL ARAŞTIRMALAR VE GÜNCEL GELİŞMELER KONGRESİ, Ankara, Turkey, 25 - 26 May 2025, pp.348-349, (Summary Text)

  • Publication Type: Conference Paper / Summary Text
  • City: Ankara
  • Country: Turkey
  • Page Numbers: pp.348-349
  • Middle East Technical University Affiliated: Yes

Abstract

Micro-credentials are a new generation of qualification documents that certify smaller-scale,

flexible and targeted learning outcomes than traditional diplomas and certificates. In the last

decade, interest in micro-credentials has increased significantly due to rapidly changing labor

force skill demands and the need for lifelong learning. In this study, it is aimed to develop a

literature-based recommendation system model by analysing in detail the findings in the

literature on the effective use of micro credentials in education in the last decade. In the study,

a literature review and content analysis method was used to compile academic research on

micro competencies in the last 10 years and to present a theme-based synthesis. The findings

collected from the literature were analysed through qualitative content analysis and classified

by thematic coding approach. During the coding process, common themes were identified by

taking into account the focal points of the studies, the type of problems they investigated and

their prominent results. As a result of the comprehensive literature analysis, it was revealed that

successful practices for the effective use of -credentials in education should be structured in

four main dimensions. These dimensions were categorised as Policy and Strategy, Instructional

Design, Assessment and Certification, and Sustainability and Stakeholder Engagement were

identified as the main components of the recommendation system model. For micro-credentials

to be successful in educational settings, they need to be supported by effective instructional

design principles not only at the policy level but also at the classroom and programme level.

The prominent theme in the design of micro-credentials programmes in the literature is the

adoption of a learner-centred, flexible and modular approach. Assessment and certification in

micro-credentials are of central importance in terms of the reliability of the education provided

and the recognition of the competences gained. In the literature, it is emphasised that microcredentials

should be supported by competency-based and clear assessment criteria in order to

create value. In this study, a comprehensive literature analysis on the effective use of microcredentials

in education is presented and a holistic recommendation system model including

policy, design, evaluation and sustainability dimensions is presented in the light of the findings.

The results indicate that micro-credentials can play an innovative and transformative role in

education systems.