1. Ahad, M. T., Ahmed, F., Bhowmik, A. C., Mim, Z. M., Anu, A. D., & Busch, P. (2025). Exploring micro-credential affordances in Bangladeshi higher education. Education and Information Technologies, 30, 13565–13597. [
DOI]
2. Ahsan, K., Akbar, S., Kam, B., & Abdulrahman, M. D. A. (2023). Implementation of micro-credentials in higher education: A systematic literature review. Education and Information Technologies, 28(10), 13505–13540. [
DOI]
3. Alasmari, T., & Alzahrani, A. (2024). Leveraging employment with micro-credentials: policy and practice of the Middle East and North African Universities. Education Tech Research and Development, 72, 1869–1891. [
DOI]
4. Alenezi, M., Akour, M., & Alfawzan, L. (2024). Evolving microcredential strategies for enhancing employability: Employer and student perspectives. Education Sciences, 14(12), 1307. [
DOI]
5. Braxton, S. N. (2023). Competency frameworks, alternative credentials and the evolving relationship of higher education and employers in recognizing skills and achievements. The International Journal of Information and Learning Technology, 40(5), 373–387. [
DOI]
6. Brown, M., & Nic-Giolla-Mhichil, M. (2022). Unboxing micro-credentials: an inside, upside and downside view. Culture and Education, 34(4), 938-973. [
DOI]
7. Cheng, J. K., Yong, I. S. C., Ch'ng, C. K., & Lim, H. T. (2025). Micro-credentials in Malaysian higher education: a comprehensive case study approach. Education and Information Technologies, 30, 10751–10775. [
DOI]
8. Cho, M., Phau, I., Lim, W., & Hou, Z. (2025). Boosting micro-credential enrollment: Investigating learners as consumers. Journal of International Consumer Marketing, 38(4), 384-400. [
DOI]
9. Cook, E. (2021). Practice-based engineering: Mathematical competencies and micro-credentials. International Journal of Research in Undergraduate Mathematics Education, 7, 284–305. [
DOI]
10. Cosby, A., McDonald, N., & Lovric, K. (2024). Designing a skills training pathway for the agricultural workforce from the employer perspective: skills micro-credentials from seasonal worker to supervisor. The Journal of Agricultural Education and Extension, 30(4), 535–552. [
DOI]
11. Desmarchelier, R., & Cary, L. J. (2022). Toward just and equitable micro-credentials: an Australian perspective. International Journal of Educational Technology in Higher Education, 19, 25. [
DOI]
12. Ellis, S. D. H. (2016). Stackable micro-credentials – a framework for the future. The Bottom Line, 29(4), 233-236. [
DOI]
13. European Commission. (2022). A European approach to micro-credentials for lifelong learning and employability. Council of the European :union:. [
Article]
14. Felton, S. D., Whitehouse, G., Motley, C., Jaeger, D., & Timur, A. (2022). How I stopped fearing micro-credentials and began to love digital badging – a pilot project. Industry and Higher Education, 37(2), 309–317. [
DOI]
15. Fennelly-Atkinson, R., & Pakhira, D. (2024). Revealing hidden proficiencies: An intersectional journey into learners' realities with micro-credentials. TechTrends, 68, 561–572. [
DOI]
16. Ferguson, R. (2025). Micro-credentials and wellbeing. Distance Education, 46(1), 123–129. [
DOI]
17. Fisher, R. M., & Leder, H. (2022). An assessment of micro-credentials in New Zealand vocational education. International Journal of Training Research, 20(3), 232–247. [
DOI]
18. Galetsi, P., & Katsaliaki, K. (2020). A review of the literature on big data analytics in healthcare. Journal of the Operational Research Society, 71(10), 1511–1529. [
DOI]
19. Galindo, M. (2024). Recognition of early childhood professionals' competencies through a micro-credential program. Journal of Early Childhood Teacher Education, 45(4), 473–485. [
DOI]
20. Gamage, K. A. A., & Dehideniya, S. C. P. (2025). Unlocking career potential: How micro-credentials are revolutionising higher education and lifelong learning. Education Sciences, 15(5), 525. [
DOI]
21. Gao, T. (2025). Motivation for obtaining micro-credentials: theoretical model and growth strategies. Education + Training, 67(9), 940–956. [
DOI]
22. Gish-Lieberman, J. J., Tawfik, A., & Gatewood, J. (2021). Micro-credentials and badges in education: a historical overview. TechTrends, 65, 5–7. [
DOI]
23. Guest, M. A., Clark-Shirley, L., Hancock, C., Newsham, T. M. K., Nikzad-Terhune, K., & Jenkins, K. (2024). An environmental scan of aging-related micro-credentials: Implications for gerontology and gerontologists. Gerontology & Geriatrics Education, 45(4), 607–617. [
DOI]
24. Ha, N. T. N., Spittle, M., Watt, A., & Van Dyke, N. (2023). A systematic literature review of micro-credentials in higher education: a non-zero-sum game. Higher Education Research & Development, 42(6), 1527–1548. [
DOI]
25. Ha, N. T. N., Van Dyke, N., & Spittle, M. (2025). Micro-credentials in higher education: perceived benefits for graduate employability and interest levels in micro-credentials for training employability skills. Studies in Higher Education. [
DOI]
26. Hanshaw, J. (2025). The multiple affordances, complexities and limitations of micro-credentials – practitioner voices. Journal of University Teaching & Learning Practice, 22(4). [
DOI]
27. Harizan, S. H. M., & Ally, M. (2025). Artificial intelligence in micro-credentials for open and distance learning: A technologically enhanced systematic review. Turkish Online Journal of Distance Education, 26(3), 1. [
Article]
28. Hou, A. Y. C., Tao, C. H. Y., Su, E. H. C., Zhou, K. Z. W., Chen, Y., Lin, A. F. Y., & Hill, C. (2025). Does quality assurance matter for micro-credentials in higher education? Legitimacy, regulatory framework, and challenges in four Asian contexts. Studies in Higher Education, 51(3), 592-608. [
DOI]
29. Hou, S. (2023). Impact of COVID-19 on open universities worldwide: case studies from Asia, Africa and Europe. Asian Association of Open Universities Journal, 18(1), 92–102. [
DOI]
30. Howard, H., Phillips, M., Zwicky, D., & Berry, F. (2024). Scalable competitive intelligence education through micro-learning and micro-credentials. Journal of Business & Finance Librarianship, 29(4), 291–308. [
DOI]
31. Irizarry-Quintero, A., & Meléndez-Ramos, G. (2025). Learning through micro-credential experiences in Puerto Rican students: An exploration of the perceived value of the Bank of America (BofA) Jobs Initiative. The Journal of Continuing Higher Education, 73(2), 163–179. [
DOI]
32. Iucu, O., & Cartis, A. (2025). Competency profiles in administrative sciences. An analysis of the students' perceptions and possible curricular reshapes through micro-credentials. Transylvanian Review of Administrative Sciences, 74 E, 5–29. [
DOI]
33. Kumar, J. A., Richard, R. J., Osman, S., & Lowrence, K. (2022). Micro-credentials in leveraging emergency remote teaching: the relationship between novice users' insights and identity in Malaysia. International Journal of Educational Technology in Higher Education, 19, 18. [
DOI]
34. Lang, J. (2023). Workforce upskilling: can universities meet the challenges of lifelong learning? The International Journal of Information and Learning Technology, 40(5), 388–400. [
DOI]
35. Li, W., & Ironsi, C. S. (2024). Efficacy of micro credential learning spaces in developing students' twenty-first century skills: Towards graduate work readiness. Education and Information Technologies, 29, 1201–1216. [
DOI]
36. Lokey-Vega, A., Callahan, B. E., Doehling, A. A., & Head, M. (2025). Lessons learned in establishing an institutional micro-credential initiative. Journal of Applied Research in Higher Education, 17(5), 1756–1771. [
DOI]
37. Martín-Gilete, M., & Blanco-García, C. (2024). Assessing the impact of micro-credential training in higher education: A pilot study supporting BA dissertations. European Public & Social Innovation Review, 9, 1–20. [
DOI]
38. Mashford-Pringle, A., Tan, S., Stutz, S., & Tjong, G. (2023). Designing accountability measures for health professionals: results from a community-based micro-credential: Case study on indigenous cultural safety. BMC Public Health, 23, 879. [
DOI]
39. McGreal, R., & Olcott, D., Jr. (2022). A strategic reset: micro-credentials for higher education leaders. Smart Learning Environments, 9, 9. [
DOI]
40. McGreal, R., Mackintosh, W., Cox, G., & Olcott, D., Jr. (2022). Bridging the gap: Micro-credentials for development UNESCO Chairs policy brief form - Under the III World Higher Education Conference (WHEC 2021). International Review of Research in Open and Distributed Learning, 23(3), 288–302. [
DOI]
41. Miao, M., Ahmed, M., Ahsan, N., & Qamar, B. (2024). Intention to use technology for micro-credential programs: evidence from technology acceptance and self-determination model. International Journal of Educational Management, 38(4), 948–977. [
DOI]
42. Miller, K. K., & Jorre de St Jorre, T. (2024). Digital micro-credentials in environmental science: an employer perspective on valued evidence of skills. Teaching in Higher Education, 29(4), 1058–1074. [
DOI]
43. Mitchell, S., Hart, J., Gharaibeh, M., McMahon, G. T., Rhoda, A., Fitzpatrick, S., Wuliji, T., & Janczukowicz, J. (2025). Principles to award learning achievements for lifelong learning in health using micro-credentials: an international Delphi study. Human Resources for Health, 23, 7. [
DOI]
44. Narayanaswamy, R., Albers, C. S., Knotts, T. L., & Albers, N. D. (2024). Sustaining and reinforcing the perceived value of higher education: E-learning with micro-credentials. Sustainability, 16, 8860. [
DOI]
45. Narong, D. K. (2025). Research trends on micro-credentials: a keyword co-occurrence analysis and science mapping. Journal of Further and Higher Education, 49(7), 919–937. [
DOI]
46. Ngoc Ha, N. T., Van Dyke, N., & Spittle, M. (2025). Micro-credentials in higher education: perceived benefits for graduate employability and interest levels in micro-credentials for training employability skills. Studies in Higher Education, 1–13. [
DOI]
47. Olcott Jr., D. (2022). Micro-credentials: A catalyst for strategic reset and change in U.S. higher education. American Journal of Distance Education, 36(1), 19-35. [
DOI]
48. Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., . . . Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. [
DOI]
49. Patterson, L., & Hepburn, G. (2025). Implementing a competency-based assessment approach to micro-credentials. Distance Education, 46(1), 95–112. [
DOI]
50. Pirkkalainen, H., Sood, I., Napoles, C. P., Kukkonen, A., & Camilleri, A. (2023). How might micro-credentials influence institutions and empower learners in higher education? Educational Research, 65(1), 40–63. [
DOI]
51. Prosen, M., & Ličen, S. (2025). Bridging competency gaps for newly graduated nurses through micro-credentials: an interpretative descriptive qualitative study. BMC Medical Education, 25, 843. [
DOI]
52. Raghavan, S., Subramaniam, N. K., & Awang, A. I. (2025). Unboxing micro-credentials for ODL universities: competency development for human capital. Turkish Online Journal of Distance Education, 26(1), 1-15. [
DOI]
53. Raj, R., Singh, A., Kumar, V., & Verma, P. (2024). Achieving professional qualifications using micro-credentials: a case of small packages and big challenges in higher education. International Journal of Educational Management, 38(4), 916–947. [
DOI]
54. Ramirez-Montoya, M. S., Martínez-Pérez, S., Rodríguez-Abitia, G., & Lopez-Caudana, E. (2022). Digital accreditations in MOOC-based training on sustainability: Factors that influence terminal efficiency. Australasian Journal of Educational Technology, 38(2), 162–180. [
DOI]
55. Reynoldson, M. (2023). Marketing micro-credentials: An analysis of actors, voices and messages in educational innovation discourse. Innovations in Education and Teaching International, 60(6), 953–963. [
DOI]
56. Rižnar, I. (2023). Navigating micro-credentials: An analysis of student needs, perceptions and skills development at a Slovenian university. e-mentor, 4(101), 63–70. [
DOI]
57. Ruddy, C., & Ponte, F. (2019). Preparing students for university studies and beyond: a micro-credential trial that delivers academic integrity awareness. Journal of the Australian Library and Information Association, 68(1), 56–67. [
DOI]
58. Schutte, F. (2024). Micro-credentialing: The Janus of higher education. International Review of Management and Marketing, 14(6), 389–399. [
DOI]
59. Scott, A., Gath, M. E., Gillon, G., McNeill, B., & Ghosh, D. (2024). Facilitators of success for teacher professional development in literacy teaching using a micro-credential model of delivery. Education Sciences, 14, 578. [
DOI]
60. Selvaratnam, R., & Sankey, M. (2021). The state of micro-credentials implementation and practice in Australasian higher education. Open Praxis, 13(2), 228–238. [
DOI]
61. Sharma, H., Jain, V., Mogaji, E., & Babbilid, A. S. (2024). Blended learning and augmented employability: a multi-stakeholder perspective of the micro-credentialing ecosystem in higher education. International Journal of Educational Management, 38(4), 1021–1044. [
DOI]
62. Smith, C. J. M., Choromides, C., Clyde, A., & Stewart-Knight, F. (2025). Exploring benefits of a collaborative Scottish university-organization alternative credentials approach to re-skilling. Frontiers in Education, 10, 1536431. [
DOI]
63. Tamoliune, G., Greenspon, R., Tereseviciene, M., Volungeviciene, A., Trepule, E., & Dauksiene, E. (2023). Exploring the potential of micro-credentials: A systematic literature review. Frontiers in Education, 7, 1006811. [
DOI]
64. Techanamurthy, U., Ahmad, F., Kahar, N., Salahuddin, A. R. P., & Ahmad, Z. (2024). Developing a micro-credential curriculum in IoT for Malaysian community colleges: Key topics and projects. Journal of Technical Education and Training, 16(2), 304–316. [
DOI]
65. Tee, P. K., Cham, T. H., Aw, E. C. X., Khudaykulov, A., & Zhang, X. (2024). Marketing micro-credentials: understanding learners' engagement and willingness to pay more. International Journal of Educational Management, 38(4), 1001–1020. [
DOI]
66. Tjong, G. B., Stutz, S., Yohathasan, T., & Mashford-Pringle, A. (2022). Developing an Indigenous cultural safety micro-credential: initial findings from a training designed for public health professionals in southern Ontario. Global Public Health, 17(12), 3386–3398. [
DOI]
67. Trede, F., McEwen, C., & Mueller, B. (2025). The role of agency in social justice education: insights from a practising inclusion in higher education micro-credential. Higher Education Research & Development, 45(3), 800-815. [
DOI]
68. UNESCO. (2012). 2012 Paris OER declaration. UNESCO. [
Article]
69. Varadarajan, S., Koh, J. H. L., & Daniel, B. K. (2023). A systematic review of the opportunities and challenges of micro-credentials for multiple stakeholders: learners, employers, higher education institutions and government. International Journal of Educational Technology in Higher Education, 20, 13. [
DOI]
70. Varadarajan, S., Koh, J. H. L., & Daniel, B. K. (2025). Institutional readiness for the implementation of micro-credentials in higher education. Distance Education, 46(1), 36–55. [
DOI]
71. Vordenberg, S. E., Fusco, N. M., Ward, K. E., Darley, A., Brady, J. H., Culhane, N. S., Habib, M. J., Hernandez, E., Moye, P. M., Munusamy, S., Painter, J. T., Pope, N., Stevenson, T. L., Vanderboll, K., Chase, P. A., & Matsumoto, R. R. (2024). An integrative review of micro-credentials and digital badges for pharmacy educators. American Journal of Pharmaceutical Education, 88, 100660. [
DOI]
72. Wang, Y., Chaw, L. Y., Leong, C. M., Lim, Y. M., & Barut, A. (2024). Massive open online courses learners' continuance intention: shaping a roadmap to micro-credentials. International Journal of Educational Management, 38(4), 978–1000. [
DOI]
73. Ward, R., Grant, S., Larsen, M. W., & Giovacchini, K. (2024). The universal micro-credential framework: The role of badges, micro-credentials, skills profiling, and design patterns in developing interdisciplinary learning and assessment paths for computing education. IEEE Transactions on Education, 67(6), 897–906. [
DOI]
74. Wheelahan, L., & Moodie, G. (2021). Analysing micro-credentials in higher education: a Bernsteinian analysis. Journal of Curriculum Studies, 53(2), 212–228. [
DOI]
75. Wheelahan, L., & Moodie, G. (2022). Gig qualifications for the gig economy: micro-credentials and the 'hungry mile'. Higher Education, 83, 1279–1295. [
DOI]
76. White, S. (2021). Developing credit based micro-credentials for the teaching profession: An Australian descriptive case study. Teachers and Teaching, 27(7), 696–711. [
DOI]
77. Woods, K., & Woods, J. A. (2023). Less is more: Exploring the value of micro-credentials within a graduate program. The Journal of Continuing Higher Education, 71(2), 215–223. [
DOI]
78. Xu, W., Xie, X., Fan, B., Huang, Y., Zhu, X., & Yang, Y. (2024). Developing geriatric nursing micro-credentials for undergraduate nursing students based on training objectives: A modified Delphi study. Nurse Education in Practice, 76, 103910. [
DOI]
79. Yin, X., Hu, H., Wang, L., Wang, S., & Zhou, F. (2025). Developing anesthesia nursing micro-credentials based on core competencies: a Delphi study. BMC Medical Education, 25, 1583. [
DOI]
80. Zdunek, K., Dobrowolska, B., Dziurka, M., Galazzi, A., Chiappinotto, S., Palese, A., & Wells, J. (2024). Challenges and opportunities of micro-credentials as a new form of certification in health science education a discussion paper. BMC Medical Education, 24, 1169. [
DOI]