Abdul Rahman, Z., Puteri Fadzline, M. T., Noor Azlinna, A., & Fariza, H. (2018). Student spin-off intentions in malaysian higher educational institutions: Founders’ characteristics and university roles. Journal of Entrepreneurship Education, 21(Special Issue), 1–15. 

Abdullah, A. M., Noorshella, C. N., Muhammad, M., Siti Farhah, S., & Syed Ali, F. (2017). Entrepreneurial intention and startup preparation: A study among business students in Malaysia. Journal of Education for Business, 92(6), 296–314. https://doi.org/10.1080/08832323.2017.1365682 

Aboagye, P. Y. (2021). Inequality of education in colonial Ghana: European influences and African responses. Economic History of Developing Regions, 0(0), 1–25. https://doi.org/10.1080/20780389.2021.1921571 

Adams, C. D., Baaki, J., & Stefaniak, J. E. (2021). Challenges faced by certified performance technologists in conducting needs assessment. Performance Improvement Quarterly, 33(4), 419–442. https://doi.org/10.1002/piq.21329 

Ahmad Rosli, M. . (2016). Profil, indikator, faktor kritikal dan model perkembangan kerjaya berasaskan komuniti berpendapatan tinggi dalam kalangan lulusan kolej komuniti. 

Ahmed, T. (2015). U-shaped curve for job search duration and level of education in India. Indian Journal of Labour Economics, 58(3), 433–449. https://doi.org/10.1007/s41027-016-0028-1 

Akpan, C. P. (2014). Types of Educational Planning / Reasons for Planning Education. https://www.researchgate.net/publication/338774755 

Al-Ayouty, I., & Hassaballa, H. (2020). Regional unemployment in Egypt: Spatial panel data analysis. African Development Review, 32(4), 565–577. https://doi.org/10.1111/1467-8268.12461 

Alagaraja, M., Kotamraju, P., & Kim, S. (2014). A conceptual framework for examining HRD and NHRD linkages and outcomes: Review of TVET literature. European Journal of Training and Development, 38(4), 265–285. https://doi.org/10.1108/EJTD-01-2013-0009 

Alam, G. M., & Roslan, S. (2020). Contribution of prejudiced clustering education system in developing horizontal and vertical mismatch in job market: quality of employees in banking sector. Business Process Management Journal, 27(4), 1315–1334. https://doi.org/10.1108/BPMJ-07-2020-0339 

Alpaydin, Y. (2015). Identifying higher-education level skill needs in labor markets: The main tools usable for Turkey. Educational Sciences: Theory and Practice, 15(4), 945–967. https://doi.org/10.12738/estp.2015.4.2542 

Altschuld, J. W., & Watk, R. (2014). A primer on needs assessment: More than 40 years of research and practice. New Directions for Evaluation, 2014(114), 5–18. https://doi.org/10.1002/ev 

Anderson, P. V. (1984). What technical and scientific communicators do: A comprehensive model for developing academic programs. IEEE Transactions on Education, 27(3), 160–166. https://doi.org/10.1109/TE.1984.4321691 

Annunziata, M., & Bourgeois, H. (2018). The future of work: how G20 countries can leverage digital-industrial innovations into stronger high-quality jobs growth. Economics, 12(1). https://doi.org/10.5018/economics-ejournal.ja.2018-42 

Arai, Y., Ichimura, H., & Kawaguchi, D. (2015). The educational upgrading of Japanese youth, 1982-2007: Are all Japanese youth ready for structural reforms? In Journal of The Japanese And International Economies (Vol. 37, Issue SI). https://doi.org/10.1016/j.jjie.2015.04.002 

Ashokan, N., Rajeswari, P. ., & Priya, K. (2019). An analytical study on entrepreneurial intentions among students. International Journal of Innovative Technology and Exploring Engineering, 8(8), 338–340.  

Asian Development Bank. (2009). Good Practice in Technical and Vocational Education Training. www.adb.org 

Aspøy, T. M., & Nyen, T. (2017). Short-term benefits, long-term harm? Alternative training to apprenticeships in Norway. International Journal for Research in Vocational Education and Training, 4(4), 306–324. https://doi.org/10.13152/IJRVET.4.4.1 

Ayentimi, D. T., Burgess, J., & Dayaram, K. (2018). Skilled labour shortage: a qualitative study of Ghana’s training and apprenticeship system. Human Resource Development International, 21(5), 406–424. https://doi.org/10.1080/13678868.2018.1447881 

Azita, A., Doaria Islamiah, R., Imam, S., Budi, U., & Fenky, A. P. (2016). Mastering the soft skills in the implementation of work based learning among community college students. Journal of Physics: Conference Series, 012004(795). https://doi.org/10.1088/1742-6596/755/1/011001 

Aziyati Ibrahim, & Irdayanti Mat Nahir. (2022). Trends and patterns of needs assessments in technical and vocational education: A thematic review. International Journal of Evaluation and Research in Education, 11(1), 88–98. https://doi.org/10.11591/ijere.v11i1.21940 

Aziyati Ibrahim, & Irdayanti Mat Nashir. (2022). Demand-supply Mismatch in TVET Academic Programmes: What Is It and What Should It Be? Journal of Technical Education and Training, 14(2 SPECIAL ISSUE), 177–189. https://doi.org/10.30880/jtet.2022.14.02.016 

Baah-Boateng, W. (2015). Unemployment in Ghana: a cross sectional analysis from demand and supply perspectives. African Journal of Economic and Management Studies, 6(4), 402–415. https://doi.org/10.1108/AJEMS-11-2014-0089 

Baah-Boateng, W. (2016). The youth unemployment challenge in Africa: What are the drivers? Economic and Labour Relations Review, 27(4), 413–431. https://doi.org/10.1177/1035304616645030 

Babcock, A., Lehan, T., & Hussey, H. (2019). Mind the Gaps: An Online Learning Center’s Needs Assessment. Learning Assistance Review, 24(1), 27–58. 

Bakar, A., Saberi, M. H., Derus, M. M., Ali, S., & Dahlan, F. (2012). Faktor – Faktor Ya G Mempe Garuhi Pemiliha Kursus Profesio Al Di U Iversiti Awam Di Malaysia : Tinjauan Awal. 1 St International Conference on Innovation and Technology for Sustainable Built Environment 2012 (ICITSBE 2012). 

Bakhov, I., & Boichenko, E. (2019). Labor market management: Analysis, control and optimization of employment. Journal of Advanced Research in Dynamical and Control Systems, 11(10), 587–594. https://doi.org/10.5373/JARDCS/V11SP10/20192846 

Balan, M. (2019). Particularities of the youth labour markat in Romanian rural areas. Scientific Papers Series Management, Economic Engineering in Agriculture and Rural Development, 19(1), 63–68. https://doi.org/10.32417/article_5cb0b728c178d7.06619164 

Balogh, G. (2016). Integrative evaluation methods in talent management - Empirical research exemplified by students at the Faculty of Business and Economics at the University of Pécs. Managing and Developing Human Resources, 11–23. 

Bartlett, W. (2013). Structural unemployment in the Western Balkans: challenges for skills anticipation and matching policies. European Planning Studies, 21(6), 890–908. https://doi.org/10.1080/09654313.2012.722933 

Baussola, M., Ferretti, C., & Mussida, C. (2019). Pitfalls in the modeling of labor market flows: a reappraisal. International Review of Applied Economics, 33(6), 852–877. https://doi.org/10.1080/02692171.2019.1585765 

Bayer, R., Mitchell-Hawkins, V., & Travis, A. (2020). Needs Assessment Tool Kit. Journal of Extension, 58(1), v58-1tt1. 

Belwal, R., Priyadarshi, P., & Fazari, M. H. Al. (2017). Graduate attributes and employability skills: graduates’ perspectives on employers’ expectations in Oman. International Journal of Educational Management, 34(1), 1–5. 

Berlemann, M. (2014). Inflation aversion in transition countries: Empirical evidence from the Baltic States. Economic Systems, 38(3), 415–432. https://doi.org/10.1016/j.ecosys.2014.02.001 

Bezyak, J., & Clark, A. (2016). Promoting physical and mental health among college students: A needs assessment. Rehabilitation Research, Policy, and Education, 30(2), 188–192. https://doi.org/10.1891/2168-6653.30.2.188 

Bhalla, R., & Meher, S. (2019). Education, employment and economic growth with special seference to females in Kerala. Indian Journal of Labour Economics, 62(4), 639–658. https://doi.org/10.1007/s41027-019-00197-2 

Bicáková, A. (2014). The trade-off between unemployment and wage inequality revisited. Oxford Economic Papers, 66(4), 891–915. https://doi.org/10.1093/oep/gpu015 

Boccanfuso, D., Larouche, A., & Trandafir, M. (2015). Quality of higher education and the labor market in developing countries: evidence from an education reform in Senegal. World Development, 74, 412–424. https://doi.org/10.1016/j.worlddev.2015.05.007 

Bova, E., Tovar Jalles, J., & Kolerus, C. (2018). Shifting the Beveridge curve: What affects labour market matching? International Labour Review, 157(2), 267–306. https://doi.org/10.1111/ilr.12046 

Brandtner, C., Lunn, A., & Young, C. (2019). Spatial mismatch and youth unemployment in US cities: public transportation as a labor market institution. Socio-Economic Review, 17(2), 357–379. https://doi.org/10.1093/ser/mwx010 

Braun, V., & Clarke, V. (2016). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2006), 77–101. https://doi.org/10.4135/9781473915534 

Candia, C., Encarnacao, S., & Pinheiro, F. L. (2019). The higher education space: connecting degree programs from individuals’ choices. EPJ Data Science, 8(1), 39. https://doi.org/10.1140/epjds/s13688-019-0218-4 

Chang, P. T., Huang, L. C., & Lin, H. J. (2000). The fuzzy Delphi method via fuzzy statistics and membership function fitting and an application to the human resources. Fuzzy Sets and Systems, 112(3), 511–520. https://doi.org/10.1016/S0165-0114(98)00067-0 

Chen, S. (2018). Education and transition to work: Evidence from Vietnam, Cambodia and Nepal. International Journal of Educational Development, 61(March 2017), 92–105. https://doi.org/10.1016/j.ijedudev.2017.12.006 

Chen, T. C. (2000). A note on “extension of fuzzy TOPSIS method based on interval-valued fuzzy sets.” Fuzzy Sets and Systems, 114, 1–9. https://doi.org/10.1016/j.asoc.2014.10.013 

Chin, H. C., & Chee, C. H. (2015). Polymer Education of Public Universities in Malaysia. Macromolecular Symposia, 355(1), 75–81. https://doi.org/10.1002/masy.201500059 

Ching-Hsue, C., & Yin, L. (2002). Evaluating the best main battle tank using fuzzy decision theory with linguistic criteria evaluation. European Journal of Operational Research, 142, 174–186. 

Choi, K.-S., & Jeong, J. (2005). Technological change and wage premium in a small open economy: the case of Korea. Applied Economics, 37(1), 119–131. https://doi.org/10.1080/0003684042000290147 

Christenko, A., Martinaitis, Z., & Gaussas, S. (2019). Specific and general skills: Concepts, dimensions, and measurements. Competition & Change, 24(1), 44–69. https://doi.org/10.1177/1024529419882554 

Chunwei, C. (2012). The application of interpretive structural modeling method to develop verity design solution of case host preference-based products: A case study of Razor. Journal of Theoretical and Applied Information Technology, 35(1), 92–99. 

Cobo, C. (2013). Mechanisms to identify and study the demand for innovation skills in world-renowned organizations. On the Horizon, 21(2), 96–106. https://doi.org/10.1108/10748121311322996 

Cohen, J. (1960). A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement, 20(1), 37–46. https://doi.org/10.1177/001316446002000104 

Comito, J., Haub, B. C., & Licht, M. (2018). Rapid needs assessment and response technique. Journal of Extension, 56(2). 

Conner, N. W., Dev, D., & Krause, K. (2018). Needs assessment for informing extension professional development trainings on teaching adult learners. Journal of Extension, 56(3). 

Creswell, J. W., & Creswell, J. D. (2018). Research Design Qualitative, Quantitative and Mixed Method Approaches. In H. C. N. M. O. D. C. F. Salmon; (Ed.), SAGE Publications, Inc.: Vol. Fifth edit. 

Creswell, J. W., & Poth, C. N. (2018). Qualitative inquiry and research design choosing among five approaches. In Psychology Applied to Work: An Introduction to Industrial and Organizational Psychology, Tenth Edition Paul (Fourth edi). https://doi.org/10.1017/CBO9781107415324.004 

Cvecic, I., Sokolic, D., & Mrak, M. K. (2019). Higer education and economic prosperity at regional level. Revista Portuguesa de Estudos Regionais, 50, 9–25. 

Cvitkovic, D., Volarevic, B., Tadic, M., Pašic, S., & Pavlak, M. (2020). Employment of doctors of veterinary medicine from 2010-2019. Veterinarska Stanica, 51(4), 393–403. https://doi.org/10.46419/vs.51.4.8 

David, A., & Mohamaed Ali Marouani. (2015). Migration and employment interactions in a crisis context: The case of Tunisia Migration and employment interactions in a crisis context : The case of Tunisia David and Marouani. Economics of Transition, 23(3), 597–624. https://doi.org/10.1111/ecot.12074 

De Moura Castro, C., & Cabral De Andrade, A. (1990). Supply and demand mismatches in training: can anything be done? International Labour Review, 129(3), 349–369. https://www.scopus.com/inward/record.uri?eid=2-s2.0-0025684229&partnerID=40&md5=8dda548634569569fefda86ec0392e92 

Delbecq, A. L., Ven, A. H. Van de, & Gustafan, D. H. (1975). Group techniques for program planning : a guide to nominal group and delphi process. 

Díaz-Foncea, M., & Marcuello, C. (2015). Spatial patterns in new firm formation: are cooperatives different? Small Business Economics, 44(1), 171–187. https://doi.org/10.1007/s11187-014-9581-5 

Dimova, R., & Stephan, K. (2020). Inequality of opportunity and (unequal) opportunities in the youth labour market: How is the Arab world different? International Labour Review, 159(2), 217–242. https://doi.org/10.1111/ilr.12144 

Dolado, J. J., Jansen, M., & Jimeno, J. F. (2009). On-the-job search in a matching model with heterogeneous jobs and workers. Economic Journal, 119(534), 200–228. https://doi.org/10.1111/j.1468-0297.2008.02210.x 

Dougherty, S. M., & Lombardi, A. R. (2016). From Vocational Education to Career Readiness: The Ongoing Work of Linking Education and the Labor Market. Review of Research in Education, 40(1), 326–355. https://doi.org/10.3102/0091732X16678602 

Durán, P. A., & Marshall, J. A. (2019). Mathematics for biological sciences undergraduates: a needs assessment. International Journal of Mathematical Education in Science and Technology, 50(6), 807–824. https://doi.org/10.1080/0020739X.2018.1537451 

Eicher, T. S., & García-Peñalosa, C. (2001). Inequality and growth: The dual role of human capital in development. Journal of Development Economics, 66(1), 173–197. https://doi.org/10.1016/S0304-3878(01)00160-2 

Ellis, T. J., & Levy, Y. (2010). A Guide for novice researchers: Design and development research methods. Proceedings of the 2010 InSITE Conference, March, 107–118. https://doi.org/10.28945/1237 

ElObeidy, A. A. (2016). The role of education and training in enhancing labour productivity in Arab countries in Africa. International Journal of Training and Development, 20(3), 238–245. https://doi.org/10.1111/ijtd.12078 

English, F. W., & Kaufman, R. A. (1975). Needs assessment: a focus for curriculum development. Association for Supervision and Curriculum Development All. https://files.eric.ed.gov/fulltext/ED107619.pdf 

Erlane K, G., Rosdiana, R., & Ardi, G. (2018). Employers’ perceived accounting graduates’ soft skills. Academy of Accounting and Financial Studies Journal, 22(5). 

Esfahani, A. N., & Qureishian, S. A. (2017). Monitoring the graduates of PNU. International Journal of Organizational Leadership, 6(2), 283–295. https://doi.org/10.19236/IJOL.2017.02.11 

Fan, C. S., & Stark, O. W. (2011). The Prospect of Migration, Sticky Wages, and “Educated Unemployment.” Review of International Economics, 19(2), 277–287. https://doi.org/10.1111/j.1467-9396.2011.00946.x 

Fawcett, C., El Sawi, G., & Allison, C. (2014). TVET Models, Structures, and Policy Reform: Evidence from the Europe & Eurasia Region. In USAID: Washington, DC (Issue July). 

Ferreira, A., Sykes, O., & Batey, P. (2009). Planning theory or planning theories? The Hydra Model and its implications for planning education. Journal for Education in the Built Environment, 4(2), 29–54. https://doi.org/10.11120/jebe.2009.04020029 

Fontana, G., & Sawyer, M. (2016). Towards post-Keynesian ecological macroeconomics. Ecological Economics, 121, 186–195. https://doi.org/10.1016/j.ecolecon.2015.03.017 

Freeman, R. E., Phillips, R., & Sisodia, R. (2020). Tensions in Stakeholder Theory. Business and Society, 59(2), 213–231. https://doi.org/10.1177/0007650318773750 

Friend, J., & Hickling, A. (2005). Planning under pressure: the strategic choice approach. In Routledge. Routledge. https://doi.org/10.4324/9780080480053 

Garcia, R. C. (2017). Integrating Community Services and Research: A Livelihood Needs Assessment at the Countryside of the Philippines. Journal of Education and Practice, 8(3), 113–119. 

Garton, B. L., & Chung, N. (1997). An assessment of the inservice needs of beginning teachers of agriculture using two assessment models. Journal of Agricultural Education, 38(3), 51–58. https://doi.org/10.5032/jae.1997.03051 

Gilmore, T. E., Korus, J., Pennisi, L., Martin, D., & Pekarek, K. (2019). Needs assessment: Watershed science for water resources directors. Journal of Extension, 57(4). 

Goodman, D., Caldwell, A., Bodnar, D., & Stover, A. (2020). Employable: Transition Program to Improve Employment Outcomes for Students with Disabilities - Needs Assessment & Current Constraints. Journal of Occupational Therapy, Schools, and Early Intervention, 13(2), 197–218. https://doi.org/10.1080/19411243.2019.1700470 

Goulas, S., & Megalokonomou, R. (2019). Which degrees do students prefer during recessions? Empirical Economics, 56(6), 2093–2125. https://doi.org/10.1007/s00181-018-1418-7 

Graham, J. R., Shier, M. L., & Eisenstat, M. (2014). Misalignment between post-secondary education demand and labour market supply: Preliminary insight from young adults on the evolving school to work transition. International Journal for Educational and Vocational Guidance, 14(2), 199–219. https://doi.org/10.1007/s10775-014-9267-1 

Grecu, M. (2015). Statistical-Based Insights in Spence’s Theory of Honest Signaling. Romanian Statistical Review, 63(3), 77–89. 

Green, H. E. (2014). Use of theoretical and conceptual frameworks in qualitative research. Nurse Researcher, 21(6), 34–38. https://doi.org/10.7748/nr.21.6.34.e1252 

Greenwood, D. T. (2016). Institutionalist theories of the wage bargain: Beyond demand and supply. Journal of Economic Issues, 50(2), 406–414. https://doi.org/10.1080/00213624.2016.1176493 

Gregg, P., & Manning, A. (1997). Skill-biassed change, unemployment and wage inequality. European Economic Review, 41(6), 1173–1200. https://doi.org/10.1016/S0014-2921(96)00054-2 

Guerra-López, I. (2021). An Ounce of Good Assessment is Worth a Pound of Analysis and a Ton of Cure: Revisiting Seminal Insights in Performance Improvement. Performance Improvement, 60(1), 26–30. https://doi.org/10.1002/pfi.21947 

Gusto, C., Silvert, C., Diaz, J., de Grammont, P. C., & Coyle, D. (2020). Identifying forest health gaps: A needs assessment of treeand forest health extension education. Journal of Extension, 58(1), 1–16. 

Hammond, M. S. (2001). Career centers and needs assessments: Getting the information you need to increase your success. Journal of Career Development, 27(3), 187–197. https://doi.org/10.1023/A:1007835009496 

Hampton, S. E., & Labou, S. G. (2017). Careers in ecology: a fine-scale investigation of national data from the US Survey of Doctorate Recipients. Ecosphere, 8(12), e02031. https://doi.org/10.1002/ecs2.2031 

Hasson, F., & Keeney, S. (2011). Enhancing rigour in the Delphi technique research. Technological Forecasting and Social Change, 78(9), 1695–1704. https://doi.org/10.1016/j.techfore.2011.04.005 

Hasson, F., Keeney, S., & McKenna, H. (2000). Research guidelines for the Delphi survey technique. Journal of Advanced Nursing, 32(4), 1008–1015. https://doi.org/10.1046/j.1365-2648.2000.t01-1-01567.x 

Heckman, J J, Lochner, L., & Taber, C. (1998). Explaining Rising Wage Inequality: Explorations with a Dynamic General Equilibrium Model of Labor Earnings with Heterogeneous Agents. Review of Economic Dynamics, 1(1), 1–58. https://doi.org/10.1006/redy.1997.0008 

Heckman, James J. (2003). The supply side of the race between demand and supply: Policies to foster skill in the modern economy. Economist, 151(1), 1–34. https://doi.org/10.1023/A:1022970121410 

Hedayati, M. H., & Laanpere, M. (2015). Identifying requirements for vocational information and communication technology curricula in Afghanistan. Journal of Technical Education and Training, 7(1), 35–49. 

Heggebø, K., & Buffel, V. (2019). Is There Less Labor Market Exclusion of People With Ill Health in “Flexicurity” Countries? Comparative Evidence From Denmark, Norway, the Netherlands, and Belgium. International Journal of Health Services, 49(3), 476–515. https://doi.org/10.1177/0020731419847591 

Hennink, M., & Kaiser, B. N. (2022). Sample sizes for saturation in qualitative research: A systematic review of empirical tests. Social Science and Medicine, 292, 114523. https://doi.org/10.1016/j.socscimed.2021.114523 

Hoang, P., Mahoney, T., Javed, F., & McNair, M. (2018). Large-scale occupational skills normalization for online recruitment. AI Magazine, 39(1), 5–14. https://doi.org/10.1609/aimag.v39i1.2775 

Hox, J. (1998). Multilevel Modeling : When and Why Why we need multilevel models The multilevel regression model. In Springer-Verlag Berlin (Issue 1965). 

Hsu, C. C., & Sandford, B. A. (2007). The Delphi technique: Making sense of consensus. Practical Assessment, Research and Evaluation, 12(10), 1–8. 

Hsu, L. M., & Field, R. (2003). Interrater Agreement Measures: Comments on Kappa n , Cohen’s Kappa, Scott’s p, and Aickin’s a. Understanding Statistics, 2(3), 205–219. https://doi.org/10.1207/s15328031us0203_03 

Hughes, V. S., Ferreira De Azeredo-Da-Silva, A. L., & Hincapie, A. L. (2019). Health Economics and Outcomes Research Knowledge Needs Assessment for Latin America. Value in Health Regional Issues, 20, 2–6. https://doi.org/https://doi.org/10.1016/j.vhri.2018.10.006 

Hui, C. C., & Gwo, J. H. (2008). A Delphi-based approach to developing expert systems with the cooperation of multiple experts. Expert Systems with Applications, 34(4), 2826–2840. https://doi.org/10.1016/j.eswa.2007.05.034 

Husain, S. H., Che-Ani, A. I., Affandi, H. M., Nasri, N. M., & Musid, N. A. (2020). Mismatch in supply and demand of building surveying graduates’ skills: A triangulation perspective. Journal of Technical Education and Training, 12(4), 70–80. https://doi.org/10.30880/jtet.2020.12.04.007 

Hwang, W.-Y., Liao, S.-Y., & Huang, M.-L. (2013). Real option, human capital investment returns and higher educational policy. Economic Modelling, 31(1), 447–452. https://doi.org/10.1016/j.econmod.2012.11.061 

Ilah Hafiz Aziz. (2019). JPT gugur 38 program akademik. Berita Harian Online, November. https://www.bharian.com.my/berita/nasional/2019/09/610402/jpt-gugur-38-program-akademik 

Institut Maklumat dan Analisis Pasaran Buruh. (2018). Kajian pembangunan Pelan Induk Kebangsaan Latihan Teknikal dan Vokasional (TVET) ke arah negara maju. In Institut Maklumat dan Analisis Pasaran Buruh. ILMIA. 

Institut Maklumat dan Analisis Pasaran Buruh. (2019). Critical occupations list 2018/2019 (Issue February). 

Institut Penyelidikan Khazanah. (2018). The school-to-work transition Of young Malaysians. In Institut Penyelidikan Khazanah (Issue December). http://www.krinstitute.org/assets/contentMS/img/template/editor/20181212_SWTS Presentation DR LIM .pdf 

Iova, A. R., & Cretu, D. (2018). Young persons insertion on the labor market. Case study in Romania and Bulgaria. Scientific Papers Series Management, Economic Engineering in Agriculture and Rural Development, 18(2), 265–272. 

Jabatan Pendidikan Politeknik. (2017). Kajian pengesanan graduan politeknik 2017. 

Jabatan Pendidikan Politeknik dan Kolej Komuniti. (2018a). Informasi Politeknik Edisi Oktober 2018. 

Jabatan Pendidikan Politeknik dan Kolej Komuniti. (2018b). Laporan Tahunan 2018 JPPKK. 

Jabatan Pendidikan Politeknik dan Kolej Komuniti. (2018c). Pelan strategik politeknik dan kolej komuniti 2018-2025. In Jabatan Pendidikan Politeknik dan Kolej Komuniti. https://www.mypolycc.edu.my/index.php/muat-turun/penerbitan/send/2-penerbitan/5-psjppkk 

Jabatan Pendidikan Politeknik dan Kolej Komuniti. (2018d). Rangka kerja TVET 4.0 (2018-2025). JPPKK, KPM. 

Jabatan Pendidikan Politeknik dan Kolej Komuniti. (2018e). Unjuran enrolmen kapasiti Politeknik Malaysia 2018 hingga 2025. 

Jabatan Pendidikan Politeknik dan Kolej Komuniti. (2023). Teks ucapan Sempena Majlis Sambutan Hari TVET POLYCC 2023 (Vol. 2023, pp. 1–8). 

Jabatan Pengajian Politeknik. (2009). Hala Tuju Transformasi Politeknik ke arah Kelestarian Penghasilan Modal Insan Negara. 

Jabatan Perangkaan Malaysia. (2021). Statistik Utama Tenaga Buruh di Malaysia. In Jabatan Perangkaan Malaysia. https://www.dosm.gov.my 

Jan Jan, S., Hock Earn, L., & Siti Aznor, A. (2016). Be your own boss, anyone? Earnings, employment chances and job choice of fresh university graduates. International Journal of Business and Society, 17(3), 511–520. https://doi.org/10.33736/ijbs.539.2016 

Jan Van, D. A., Koeno, G., Susan, M., & Nienke, N. (2006). Education design research. In Routledge London (Vol. 2). https://doi.org/10.1111/j.1467-8535.2008.00855_1.x 

Jeng, D. J. F., & Tzeng, G. H. (2012). Social influence on the use of Clinical Decision Support Systems: Revisiting the Unified Theory of Acceptance and Use of Technology by the fuzzy DEMATEL technique. Computers and Industrial Engineering, 62(3), 819–828. https://doi.org/10.1016/j.cie.2011.12.016 

Jiang, H., Geertman, S., & Witte, P. (2020). Avoiding the planning support system pitfalls? What smart governance can learn from the planning support system implementation gap. Environment and Planning B: Urban Analytics and City Science, 47(8), 1343–1360. https://doi.org/10.1177/2399808320934824 

Jin Lee. (2019). Rapid needs assessment: an evidence-based model. European Journal of Training and Development, 43(1–2), 61–75. https://doi.org/10.1108/EJTD-08-2018-0077 

Jonck, P., & Swanepoel, E. H. (2014). Predictors of perceived satisfaction with subject selection of grade 10 learners in the Free State province, South Africa: A quantitative analysis. Mediterranean Journal of Social Sciences, 5(27), 1006–1014. https://doi.org/10.5901/mjss.2014.v5n27p1006 

Jovovic, M., Ðuraškovic, J., & Radovic, M. (2017). The mismatch between the labour market and the education system in Montenegro: implications and possible solutions. Informatologia, 50(1/2), 22–37. 

Kaboski, J. P. (2009). Education, sectoral composition, and growth. Review of Economic Dynamics, 12(1), 168–182. https://doi.org/10.1016/j.red.2008.07.003 

Karmel, T. (2014). Learning from successful skills development systems: Lessons from Australia. Prospects, 44(2), 235–247. https://doi.org/10.1007/s11125-014-9307-0 

Kaufman, R. (2008). A Practical Definition of Ethics for Truly Strategic Planning in Higher Education. New Directions for Higher Education, 144, 15–25. https://doi.org/10.1002/he 

Kaufman, R. (2009). Mega Thinking and Planning: An Introduction to Defining and Delivering Individual and Organizational Success. Performance Improvement, 22(2), 5–15. https://doi.org/10.1002/piq 

Kaufman, R. (2012). Deriving Criteria for Creating a Better Deriving Criteria for Creating a Better World World. Leader to Leader, Summer 2012, 21–26. https://doi.org/10.1002/ltl.20031 

Kaufman, R. (2014). An ounce of good assessment is worth a pound of analysis and a ton of cure. Performance Improvement, 53(2), 35–39. https://doi.org/10.1002/pfi 

Kaufman, R. (2018a). A glossary of terms for Mega thinking and planning. Performance Improvement, 57(6), 57–65. https://doi.org/10.1002/pfi.21793 

Kaufman, R. (2018b). A Hierarchy Of Planning: Where You Start Can Make A Difference. Performance Improvement, 57(10), 37–40. https://doi.org/10.1002/pfi.21812 

Kaufman, R. (2018c). Current Concepts and the Tool of Mega Thinking and Planning: An Overview and Summary. Performance Improvement, 57(6), 9–14. https://doi.org/10.1002/pfi.21789 

Kaufman, R. (2018d). Toward Increasing the Probabilities of Successful Executive Decisions: A Checklist. Performance Improvement, 57(6), 53–56. https://doi.org/10.1002/pfi.21795 

Kaufman, R. (2019a). A suggested evolution of the Gilbert, Rummler and binder framework for major performance improvement and worthy performance accomplishment. Performance Improvement, 58(6), 12–16. https://doi.org/10.1002/pfi 

Kaufman, R. (2019b). Alignment and success : applying the hierarchy of planning and the need-assessment hierarchy. Performance Improvement, 58(7), 24–28. https://doi.org/10.1002/pfi 

Kaufman, R. (2019c). Community vital signs. Performance Improvement, 58(7), 29–38. https://doi.org/10.1002/pfi 

Kaufman, R. (2019d). Revisiting MEGA as the central focus for defining and delivering worthy results. Performance Improvement, 58(7), 20–23. https://doi.org/10.1002/pfi 

Kaufman, R. (2019e). Take out Some Educational Planning Insurance by Using the Planning Hierarchy: Where You Start Is Important. Educational Planning, 26(2), 7–12. 

Kaufman, R. (2020). The journey to the future of social, organizational, and individual performance: A migration from how to what to why. Performance Improvement, 59(2–4), 6–11. https://doi.org/10.1002/pfi.21910 

Kaufman, R., & Christensen, B. D. (2019). Needs Assessment: Three Approaches with One Purpose. Performance Improvement, 58(3), 28–33. https://doi.org/10.1002/pfi.21840 

Kaufman, R., & Herman, J. (1991). Strategic planning for a better society. Educational Leadership, 48(7), 4–8. 

Kaufman, R., Herman, J. J., & Watters, K. (2002). Educational planning : Strategic, tactical, operational. 

Kaufman, R., Oakley-Browne, H., Watkins, R., & Leigh, D. (2003). Strategic planning for success: Aligning people, performance, and payoffs (R. M. D. K. D. D. S. R. D. K. Taff (ed.); Copyright). John Wiley & Sons. https://books.google.com/books?hl=en&lr=&id=SeM3IoX-kHQC&pgis=1 

Kee, C. C., Hill, C., Fernandez-Chung, R., & Yin, C. L. (2016). Employing the ‘unemployable’: employer perceptions of Malaysian graduates. Studies in Higher Education, 41(12), 2253–2270. https://doi.org/10.1080/03075079.2015.1034260 

Kee, C. C., Yin, C. L., & Hill, C. (2021). Pulling in one direction? Stakeholder perceptions of employability in Malaysia. Studies in Higher Education, 46(4), 807–820. https://doi.org/10.1080/03075079.2019.1654449 

Kementerian Kewangan Malaysia. (2020). Tinjauan ekonomi 2020. 

Kementerian Pendidikan Malaysia. (2015). Pelan pembangunan pendidikan Malaysia 2015-2025 (Pendidikan Tinggi). In Kementerian Pendidikan Malaysia. 

Kementerian Pendidikan Malaysia. (2018). Garis panduan pembangunan program akademik universiti awam (2nd ed.). 

Kementerian Pendidikan Tinggi. (2023). Ucapan Perutusan Tahun Baharu 2023 Menteri Pendidikan: Harapan & Masa Depan. Kementerian Pendidikan Tinggi Malaysia, 2023. 

Kementerian Pengajian Tinggi. (2020). Pemerkasaan TVET di Malaysia. 

Kementerian Pengajian Tinggi. (2021a). Laporan kajian pengesanan graduan TVET 2020. 

Kementerian Pengajian Tinggi. (2021b). Pelan Strategik Kebolehpasaran Graduan IPT 2021-2025. In Kementerian Pengajian Tinggi. 

Kementerian Pengajian Tinggi. (2022). Laporan kajian pengesanan graduan 2021: Kebolehpasaran graduan pasca pandemik covid-19. 

Kementerian Perdagangan Antarabangsa dan Industri. (2018). Industry4WRD: National policy on industry 4.0. Ministry of International Trade and Industry. 

Khan, M. N., & Sarwar, M. (2011). Needs Assessment of University Teachers for Professional Enhancement. International Journal of Business and Management, 6(2). https://doi.org/10.5539/ijbm.v6n2p208 

KiamLim, T., Nor Azziaty, A. R., & ChenKim, L. (2019). A comparative of predictive model of employability. International Journal of Innovative Technology and Exploring Engineering, 8(8), 375–378. 

Kim, N., & Park, S. (2020). South Korean’s fever for public service jobs and exam ronins: from a NHRD management framework. European Journal of Training and Developmen, 45(8–9), 779–795. https://doi.org/10.1108/EJTD-06-2020-0104 

Klein, M. (2016). The association between graduates’ field of study and occupational attainment in West Germany, 1980–2008. Journal for Labour Market Research, 49(1), 43–58. https://doi.org/10.1007/s12651-016-0201-5 

Koohi, A. H., Ghandali, F., Dehghan, H., & Ghandali, N. (2016). Training needs assessment of technical skills in Managers of Tehran Electricity Distribution Company. International Education Studies, 9(7), 161–169. https://doi.org/10.5539/ies.v9n7p161 

Kouwenhoven, W., Howie, S., & Plomp, T. (2003). The role of needs assessments in developing competence-based education in Mozambican higher education. Perspectives in Education, 21(1), 135–153. 

Kranz, D. F. (2006). Why has wage inequality increased more in the USA than in Europe? An empirical investigation of the demand and supply of skill. Applied Economics, 38(7), 771–788. https://doi.org/10.1080/0036840500396087 

Kvedaraite, N., Baksys, D., Repeckiene, A., & Glinskiene, R. (2015). Research of experience of emigration for employment and education purposes of students. Engineering Economics, 26(2), 196–203. https://doi.org/10.5755/j01.ee.26.2.3863 

Lassnigg, L., & Vogtenhuber, S. (2011). Monitoring of qualifications and employment in Austria: An empirical approach based on the labour force survey. Research in Comparative and International Education, 6(3), 300–315. https://doi.org/10.2304/rcie.2011.6.3.300 

Lee, C., & Lee, C. G. (2017). The evolution of development planning in Malaysia. In Journal of Southeast Asian Economies (Vol. 34, Issue 3). https://doi.org/10.1355/ae34-3b 

Leigh, D., Watkins, R., Platt, W. A., & Kaufman, R. (2000). Alternate models of needs assessment: Selecting the right one for your organization. Human Resource Development Quarterly, 11(1), 87–93. 

Liu, X., Hua Fan b, Chao, C.-C., & Yu, E. S. H. (2019). Foreign aid, human capital acquisition and educated Unemployment:Fish or fishing. International Review of Economics and Finance, 64, 1–8. https://doi.org/10.1016/j.iref.2019.05.007 

Loewen, S. K., Halperin, R., Lefresne, S., Trotter, T., Stuckless, T., & Michael Brundage. (2015). Delayed workforce entry and high emigration rates for recent Canadian radiation oncology graduates. International Journal of Radiation Oncology Biology Physics, 93(2), 251–256. https://doi.org/10.1016/j.ijrobp.2015.06.002 

Lu, H. K., Tsai, S. C., Lin, P. C., Chu, K. C., & Chen, A. N. (2020). Toward a New Real-Time Approach for Group Consensus: A Usability Analysis of Synchronous Delphi System. Group Decision and Negotiation, 29(2), 345–370. https://doi.org/10.1007/s10726-020-09661-7 

Ludwiq, B. (1997). Predicting the future : Have you considered using the delphi methodology? Journal of Extension, 35(5). https://www.joe.org/joe/1997october/tt2.php 

Luke, R., & Heyns, G. J. (2019). Skills requirements in South African supply chains: a higher education perspective. South African Journal of Higher Education, 33(4), 156–170. https://doi.org/10.20853/33-4-2799 

Mack, Z., & Sharples, S. (2009). The importance of usability in product choice: A mobile phone case study. Ergonomics, 52(12), 1514–1528. https://doi.org/10.1080/00140130903197446 

Magalhaes, M., & Hellstrom, C. (2013). Technology diffusion and its effects on social inequalities. Journal of Macroeconomics, 37, 299–313. https://doi.org/10.1016/j.jmacro.2013.05.008 

Mahmud, K. T., Saira Wahid, I., & Arif, I. (2019). Impact of training needs assessment on the performance of employees: Evidence from Bangladesh. Cogent Social Sciences, 5(1). https://doi.org/10.1080/23311886.2019.1705627 

Malaysian Qualifying Agency (MQA). (2019). Code of practice for TVET programme accreditation (1st ed.). https://doi.org/10.1017/CBO9781107415324.004 

Malaysian Qualifying Agency (MQA). (2021). Code of practice for TVET programme accreditation (2nd ed.). 

Maneotis, S., & D.Krauss, A. (2015). A proper needs assessment is key to starting a wellbeing intervention off right. In Derailed Organizational Interventions for Stress and Well-Being: Confessions of Failure and Solutions for Success (Issue September, pp. 229–236). Springer, Dordrecht. https://doi.org/10.1007/978-94-017-9867-9 

Marques, P., & Hoerisch, F. (2019). Promoting workplace-based training to fight youth unemployment in three EU countries: Different strategies, different results? International Journal of Social Welfare, 28(4), 380–393. https://doi.org/10.1111/ijsw.12381 

Marzuki, M. A. B., Yusof, R., Yusof, R., & Musa, K. (2022). Evaluating the TVET Financial Allocation Based on The Polytechnics and Community Colleges Students’ Enrolment: A Preliminary Analysis. International Journal of Academic Research in Progressive Education and Development, 11(2). https://doi.org/10.6007/ijarped/v11-i2/13911 

Maudarbux, M. B. (2016). Interreligious education: Conceptualising a needs assessment framework for curriculum design in plural societies (with special reference to Mauritius). International Review of Education, 62(4), 459–481. https://doi.org/10.1007/s11159-016-9576-3 

Mazlan, A. S., Manaf, Z. A., Ahmad, N., & Zawawi, D. (2017). Employability In Malaysia: Selected Works. Ministry of Higher Education, Malaysia. http://mycc.my/document/files/PDF Dokumen/Employability in Malaysia Selected Works.pdf 

McGuinness, S., Pouliakas, K., & Redmond, P. (2018). Skills Mismatch: Concepts, Measurement and Policy Approaches. Journal of Economic Surveys, 32(4), 985–1015. https://doi.org/10.1111/joes.12254 

McKillip, J. (1987). Need analysis: Tools for the human service and education. In Applied Social Research Methods Series (Vol. 10, Issue 3). https://doi.org/10.2307/2069663 

Merriam, S. B. (2016). Qualitative research: A guide to design and implementation. 

Merriam, S. B., & Tisdell, E. J. (2018). Qualitative research: A guide to design and implementation. John Wiley & Sons. 

Milano, M., & Ullius, D. (1998). Designing powerful training: the sequential-iterative model. In San Francisco: Jossey-Bass Pfeiffer. 

Ministry of Finance. (2018). Economic Management and Prospects. In Economic Outlook 2019. https://doi.org/10.1016/0921-4526(94)90056-6 

Mohd Amirul Rafiq, A. R. (2019). Pendidikan TVET : Pilihan terakhir belia lepasan SPM ? In Khazanah Research Institute. 

Mohd Faizal Mat Pesa, Mustafa Hasbullah, & Mohyeddin, N. S. (2020). Faktor-faktor yang mempengaruhi pelajar dalam pemilihan kerjaya: Kajian di Jabatan Pelancongan dan Hospitaliti, Politeknik Merlimau. Diges Ilmiah Politeknik Merlimau, 04, 1–7. 

Mohd Kamaruzaman, F., Hamid, R., Mutalib, A. A., & Rasul, M. S. (2019). Skills gap analysis: Satisfaction and expectation of engineering educators in Malaysia. International Journal of Recent Technology and Engineering, 8(2 Special Issue), 447–454. https://doi.org/10.35940/ijrte.b1514.078219 

Mohd Ridhuan, M. J., & Nurulrabihah, M. N. (2020). Kepelbagaian metodologi dalam penyelidikan reka bentuk dan pembangunan. In Qaisar Prestige Resources 2020. https://doi.org/10.1177/2158244018822379 

Mohsen, S., & Mozdabadi, T. (2016). Investigation of educational needs with job analysis approach (Case study: financial and urban economy experts of Tehran Municipality). Journal of Urban Economics and Management, 4(3), 127–146. 

Mollick, A. V. (2011). The world elasticity of labor substitution across education levels. Empirical Economics, 41(3), 769–785. https://doi.org/10.1007/s00181-010-0398-z 

Moore, M. L., Dutton, P., & Moore, M. L. (1978). Training need analysis : Review and critique. The Academy of Management Review, 3(3), 532–545. 

Mori, J. (2021). Revisiting employer perceptions of skill mismatch: the case of the machine manufacturing industry in Vietnam. Journal of Education and Work, 34(2), 199–216. https://doi.org/10.1080/13639080.2021.1897547 

Moseley, J. L., & Heaney, M. J. (1994). Needs assessment across disciplines. Performance Improvement Quarterly, 7(1), 60–79. https://doi.org/10.1111/j.1937-8327.1994.tb00617.x 

Mugoda, S., Esaku, S., Nakimu, R. K., & Bbaale, E. (2020). The portrait of Uganda’s informal sector: What main obstacles do the sector face? Cogent Economics and Finance, 8(1). https://doi.org/10.1080/23322039.2020.1843255 

Murray, T. J., Pipino, L. L., & Van Gigch, J. P. (1985). A pilot study of fuzzy set modification of delphi. Human Systems Management, 5(1), 76–80. https://doi.org/10.3233/HSM-1985-5111 

Nadia Hairi, Haryanti Mohd Affandi, & Nurfaradilla Mohd Nasri. (2019). Identifying Instruments to Measure Programme Educational Objectives (PEO) Achievement in Malaysia. Universal Journal of Education Research, 7(9A), 135–146. https://doi.org/10.13189/ujer.2019.071616 

Nancy, H., & Robert, S. (2015). Gold Standard: The Swiss Vocational Education and Training System. 

Narine, L. K., Ali, A. D., & Hill, P. A. (2020). Application of a Three-Phase needs assessment framework to identify priority issue areas for extension programming. Journal of Extension, 58(4), 1–11. 

Nazatul Shima, A. R., K.Sarojani, K., Zulkifli, S., & Haniza, A. (2019). The relationship between entrepreneurship education and entrepreneurial intention of Universiti Kuala Lumpur – teknoputra alumni. Humanities and Social Sciences Reviews, 7(1), 147–155. https://doi.org/10.18510/hssr.2019.7118 

Ndubueze, O. J., Joseph, A. A., & Ironkwe, A. C. (2022). Educational planning and the challenges of development in developing nations. UNIZIK Journal of Educational Research and Policy Studies, 14(1), 120–141. 

Neugebauer, M. (2015). Who chooses teaching under different labor market conditions? Evidence from West Germany, 1980-2009. Teaching and Teacher Education, 45, 137–148. https://doi.org/10.1016/j.tate.2014.10.004 

Ngcwangu, S. (2015). The ideological underpinnings of World Bank TVET policy: Implications of the influence of human capital theory on South African TVET policy. Education as Change, 19(3), 24–45. https://doi.org/10.1080/16823206.2015.1085620 

Nora, Z., & Ramesh, N. (2019). Enhancing the employability of graduates through an industry-led initiative. Pertanika Journal of Social Sciences and Humanities, 27, 11–26. 

Noraida Mohd Saim, Nurul Farraheeda Abd Rahman, Siti Hawa Rosli, & Haslin Idayu Amaruddin. (2021). Faktor-faktor yang mendorong pelajar lepasan Sijil Pelajaran Malaysia (SPM) memilih program pengajian diploma kejuruteraan awam. Journal for Social Sciences, Special Issue KONAKA (Bahasa Melayu), 24(October), 81–90. https://gadingss.learningdistance.org/index.php/gadingss/article/view/289/285 

Norliana, H., Chang, P. K., & Mat Pauzi, A. R. (2016). STOPS: Addressing Graduate Marketability Issue in Malaysia. Jurnal Komunikasi, Malaysian Journal of Communication, 32(2), 139–164. https://doi.org/10.17576/jkmjc-2016-3202-08 

O ’reilly, E. N. (2016). Developing technology needs assessments for educational programs: An analysis of eight key indicators. In International Journal of Education and Development using Information and Communication Technology (Vol. 12, Issue 1). 

Okoli, C., & Pawlowski, S. D. (2004). The Delphi method as a research tool: An example, design considerations and applications. Information and Management, 42(1), 15–29. https://doi.org/10.1016/j.im.2003.11.002 

Onphandala, P., Philavong, V., & Sengkhamkhoutlavong, B. (2020). Career decision and readiness in undergraduate students of Lao Pdr. Journal of Nusantara Studies, 5(1), 1–26. https://doi.org/10.24200/jonus.vol5iss1pp1-26 

Oosterbeek, H., & Webbink, D. (1997). Is there a hidden technical potential? De Economist, 145(2), 159–177. 

Oppedisano, V. (2014). Higher education expansion and unskilled labour market outcomes. Economics of Education Review, 40, 205. https://doi.org/10.1016/j.econedurev.2014.03.005 

Othman, L. (2018). Penyelidikan kualitatif: Pengenalan kepada teori dan metode. 

Othman, Z., Shan, S. W., Yusoff, I., & Kee, C. P. (2018). Classification techniques for predicting graduate employability. International Journal on Advanced Science, Engineering and Information Technology, 8(4–2), 1712–1720. https://doi.org/10.18517/ijaseit.8.4-2.6832 

Pao Long, C., Chiung Wen, H., & Po Chien, C. (2011). Fuzzy Delphi method for evaluating hydrogen production technologies. International Journal of Hydrogen Energy, 36(21), 14172–14179. https://doi.org/10.1016/j.ijhydene.2011.05.045 

Paré, G., Cameron, A. F., Poba-Nzaou, P., & Templier, M. (2013). A systematic assessment of rigor in information systems ranking-type Delphi studies. Information and Management, 50(5), 207–217. https://doi.org/10.1016/j.im.2013.03.003 

Parker, K., & Parikh, S. V. (2001). Applying Prochaska’s model of change to needs assessment, programme planning and outcome measurement. In Journal of Evaluation in Clinical Practice (Vol. 7, Issue 4). https://doi.org/10.1046/j.1365-2753.2001.00299.x 

Patton, M. Q. (2015). Qualitative research and evaluation methods. https://www.ptonline.com/articles/how-to-get-better-mfi-results 

Perone, J. S., & Tucker, L. (2003). An exploration of triangulation of methodologies: Quantitative and qualitative methodology fusion in an investigation of perceptions of transit safety (Issue April 2003). 

Petreski, M., Oviedo, A. M., & Cancho, C. A. (2020). Expectations set high: Understanding reservation wages in North Macedonia. Revija Za Socijalnu Politiku, 27(2), 171–192. https://doi.org/10.3935/rsp.v27i2.1670 

Philbin, S., & Mallo, C. (2016). Business Planning Methodology to Support the Development of Strategic Academic Programs. Journal of Research Administration, 47(1), 22–39. 

Pontikakis, D. (2009). The occupational domain and initial earnings of recent Irish graduates Is a science and technology degree good for you? International Journal of Manpower, 30(6), 591–613. https://doi.org/10.1108/01437720910988993 

Powell, C. (2003). The Delphi technique: Myths and realities. Journal of Advanced Nursing, 41(4), 376–382. https://doi.org/10.1046/j.1365-2648.2003.02537.x 

Ramesh, P., Thammi Raju, D., Reddy, K. M., Krishnan, P., Biswas, A., & Umamaheshwari, T. (2019). Perception of teaching competencies by administrators, faculty and students of Indian agricultural universities: an assessment of faculty training needs. Journal of Agricultural Education and Extension, 25(4), 337–359. https://doi.org/10.1080/1389224X.2019.1609997 

Randstad Malaysia. (2020). 56% of millennials want to be entrepreneurs. https://marketinginasia.com/wp-content/uploads/2020/06/Randstad- Malaysia-Workmonitor-1H-2020-56-of-millennials-want-to-be- entrepreneurs.pdf 

Rao, C. H. H. (2018). Rising Income Inequalities in the Wake of Globalization: Emerging Challenges. Indian Journal of Human Development, 12(2), 127–133. https://doi.org/10.1177/0973703018791383 

Remington, T. F. (2017). Business-government cooperation in VET: a Russian experiment with dual education. Post-Soviet Affairs, 33(4), 313–333. https://doi.org/10.1080/1060586X.2017.1296730 

Renner, A. (2020). Inefficiencies in a healthcare system with a regulatory split of power: a spatial panel data analysis of avoidable hospitalisations in Austria. European Journal of Health Economics, 21(1), 85–104. https://doi.org/10.1007/s10198-019-01113-7 

Richey, R. C. (2005). Validating instructional design and development models. In Innovations in Instructional Technology (pp. 171–185). https://doi.org/10.4324/9781410613684 

Richey, Rita C., & Klein, J. D. (2007). Design and development research (First edit). Routledge. 

Richey, Rita C, Klein, J. D., & Nelson, W. A. (2002). Development research: studies of instructional design and development. In Handbook of research on educational communications and technology (pp. 1099–1130). 

Robst, J. (2007). Education and job match: The relatedness of college major and work. Economics of Education Review, 26(4), 397–407. https://doi.org/10.1016/j.econedurev.2006.08.003 

Rodzalan, S. A., & Saat, M. M. (2018). A mixed-method analysis on students’ critical thinking and problem solving skill development in Malaysian public universities. Journal of Physics: Conference Series, 1049(1). https://doi.org/10.1088/1742-6596/1049/1/012015 

Roger Kaufman, R. W. and I. G. (2002). Getting Valid and Useful Educational Results and Payoffs: We Are What We Say, Do and Deliver. International Journal of Educational Reform, 11(1), 77–92. 

Rohrbach-Schmidt, D., & Tiemann, M. (2016). Educational (Mis)match and skill utilization in Germany: Assessing the role of worker and job characteristics. Journal For Labour Market Research, 49(2), 99–119. https://doi.org/10.1007/s12651-016-0198-9 

Roopchund, R., & Ramlowat, D. (2019). Adapting the Mauritian higher education system for effective workforce development. Industry and Higher Education. https://doi.org/10.1177/0950422219878384 

Rosni, B., Md Aminul, I., & Lee, J. (2015). Entrepreneurship education: Experiences in selected countries. International Education Studies, 8(1), 88–99. https://doi.org/10.5539/ies.v8n1p88 

Rowe, G., & Wright, G. (1999). The Delphi technique as a forecasting tool: Issues and analysis. International Journal of Forecasting, 15(4), 380–381. https://doi.org/10.1016/s0169-2070(99)00019-9 

Russ, M. (2017). The Trifurcation of the Labor Markets in the Networked, Knowledge-Driven, Global Economy. Journal Of The Knowledge Economy, 8(2), 672–703. https://doi.org/10.1007/s13132-016-0434-0 

Rust, R. T., & Cooil, B. (1994). Reliability measures for qualitative data: Theory and implications. Journal of Marketing Research, 31(1), 1. https://doi.org/10.2307/3151942 

Sakamoto, A., & Sung, J. (2018). Skills and the Future of Work. 

Salzman, H., & Benderly, B. L. (2019). STEM Performance and Supply: Assessing the Evidence for Education Policy. JOURNAL OF SCIENCE EDUCATION AND TECHNOLOGY, 28(1), 9–25. https://doi.org/10.1007/s10956-018-9758-9 

Saul Carliner, Castonguay, C., Sheepy, E., Ribeiro, O., Sabri, H., Saylor, C., & Vall, A. (2015). The job of a performance consultant: a qualitative content analysis of job descriptions. European Journal of Training and Development, 39(6), 458–483. https://doi.org/10.1108/JEA-06-2013-0067 

Saunders, M., Lewis, P., & Thornhill, A. (2019). Research methods for business students. In Pearson Education Limited (Eight Edit, pp. 128–171). 

Schueler, J., & Loveder, P. (2020). Understanding the return on investment from TVET : A practical guide. In National Centre for Vocational Education Research (NCVER). 

Schweri, J., Eymann, A., & Aepli, M. (2020). Horizontal Mismatch and Vocational Education. Applied Economics, 52(32), 3464--3478. 

Seeber, S. (2016). Economic competencies and situation-specific commercial competencies: Reflections on conceptualization and measurement. Citizenship, Social and Economics Education, 15(3), 162–182. https://doi.org/10.1177/2047173417695275 

Sehgal, N., & Nasim, S. (2020). Employers’ perception on the dntecedents of graduate employability for the information technology sector. In P. K. Suri & R. Yadav (Eds.), Transforming Organizations Through Flexible Systems Management (pp. 75–100). https://doi.org/10.1007/978-981-13-9640-3_5 

Sermsirikarnjana, Pongsuwat and Kiddee, K., & Pupat, P. (2017). An integrated science process skills needs assessment analysis for Thai vocational students and teachers. Asia-Pacific Forum on Science Learning and Teaching, 18(2), 1–26. 

Silverman, D. (2013). Doing qualitative research: A practical handbook. Thousand Oaks: Sage Publication Inc. 

Siti Daleela, M. W., Abu Hanifah, A., & Wan Mohd Hirwani, W. H. (2019). Twinkle twinkle little star how subjective norm mediates so far? Formation of social entrepreneurship intention in Malaysia. International Journal of Engineering and Advanced Technology, 8(5C), 101–107. https://doi.org/10.35940/ijeat.E1014.0585C19 

Soler, R., Soler, J. R., & Araya, I. (2017). Diagnosis of educational needs for the implementation of blended courses based on the blended learning model. The case of the Social Sciences Faculty of the National University of Costa Rica. Procedia - Social and Behavioral Sciences, 237, 1316–1322. https://doi.org/https://doi.org/10.1016/j.sbspro.2017.02.216 

Somerville, J. A. (2008). Effective use of the Delphi process in research: Its characteristics, strengths and limitations. In Oregon State University, Corvallis, OR (Issue 2007). 

Squires, A., Chitashvili, T., Djibuti, M., Ridge, L., & Chyun, D. (2017). Health research capacity building in Georgia: a case-based needs assessment. Public Health, 147, 1–7. https://doi.org/https://doi.org/10.1016/j.puhe.2017.01.024 

Stakenas, R. K. R. G. (1981). Needs assessment and holistic planning. In Educational leader (Issue January 1981). https://doi.org/10.1016/b978-0-88415-356-6.50006-4 

Stalder, B. E., & Nägele, C. (2011). Vocational education and training in Switzerland: Organisation, development and challenges for the future. Youth Transitions in Switzerland: Results from the TREE Panel Study, January, 18–39. 

Starineca, O., & Voronchuk, I. (2015). Supply, Demand, Forecast of Latvian Labour Market and Tools for Its Development. EUROPEAN INTEGRATION STUDIES, 9, 170–183. https://doi.org/10.5755/j01.eis.0.9.12805 

Stefaniak, J., Baaki, J., Hoard, B., & Stapleton, L. (2018). The influence of perceived constraints during needs assessment on design conjecture. Journal of Computing in Higher Education, 30(1), 55–71. https://doi.org/10.1007/s12528-018-9173-5 

Stefaniak, J., Shah, S., Mills, E., & Luo, T. (2020). Keeping the Learner at the Focal Point: The Use of Needs Assessment and Persona Construction to Develop an Instructional Resource Center For Instructional Designers. International Journal of Designs for Learning, 11(2), 142–155. https://doi.org/10.14434/ijdl.v11i2.25632 

Suna, H. E., Tanberkan, H., Eroglu, E., Ozet, M., & Gur, B. S. (2020). Horizontal skills mismatch in vocational education in Turkey: The reasons for out-of-fielde employment. Istanbul Universitesi Sosyoloji Dergisi-Istanbul University Journal Of Sociology, 40(2), 931–955. https://doi.org/10.26650/SJ.2020.40.2.0101 

Svabova, L., Durica, M., Kramarova, K., Valaskova, K., & Janoskova, K. (2019). Employability and sustainability of young graduates in the Slovak labour market: Counterfactual approach. Sustainability (Switzerland), 11(16), 1–16. https://doi.org/10.3390/su11164462 

Swanson, R. a, & Holton, E. F. (2008). Foundations of human resource development. Berrett Koehler Publisher. 

Syamimi, T., Normah, A., & Norzan, M. N. (2018). Spoken metadiscourse in Malaysian ESL job interviews. GEMA Online Journal of Language Studies, 18(3), 135–150. https://doi.org/10.17576/gema-2018-1803-08 

Szmielinska-Pietraszek, P., & Szymanska, W. (2015). Expectations of employers on the example of Slupsk local labour market (with the particular emphasis on the need for geographical competences). Environmental & Socio-Economic Studies, 3(1), 35–42. https://doi.org/10.1515/environ-2015-0055 

Taylor, E. (2020). We Agree, Don’t We? The Delphi Method for Health Environments Research. Health Environments Research and Design Journal, 13(1), 11–23. https://doi.org/10.1177/1937586719887709 

Teixeira, P., Teixeira, P. N., Cardoso, S., Rosa, M. J., & Magalhães, A. (2016). Graduates’ perceptions about labour market competencies: Does the type of institution and programme make a difference? Higher Education Policy, 29(1), 109–129. https://doi.org/10.1057/hep.2015.5 

Tiem, D. Van, Moseley, J. L., & Dessinger, J. C. (2012). Fundamentals of performance improvement: Optimizing results through people, process, and organizations. In John Wiley & Sons (3rd ed.). Pfeiffer. 

Torres, N., Afonso, Ó., & Soares, I. (2017). Manufacturing Skill-biased Wage Inequality, Natural Resources and Institutions. Review of Development Economics, 21(4), e1–e29. https://doi.org/10.1111/rode.12287 

UNESCO-UNEVOC. (2019). TVET country profile : Malaysia (Vol. 2019). www.unevoc.unesco.org/l/589 

UNESCO. (2015). Recommendation concerning technical and vocational education: 38th session, Paris. (Issue July). 

UNESCO. (2016). Strategy for Technical and Vocational Education and Training (TVET). 

UNESCO. (2018). Issues and trends in education for sustainable development. https://unesdoc.unesco.org/ark:/48223/pf0000261445 

UNESCO. (2020). UNESCO recommendation concerning Technical and Vocational Education and Training (2015 ) : Results of the first consultation of member states conducted in 2019 on the implementation of the recommendation (Issue 2015). 

UNESCO - UNEVOC. (2012). Germany world TVET database. http://www.unevoc.unesco.org/ 

UNESCO - UNEVOC. (2018a). TVET country profile : Australia (Issue November). www.unevoc.unesco.org/l/589 

UNESCO - UNEVOC. (2018b). TVET country profile : Chile (Issue November). www.unevoc.unesco.org/l/589 

UNESCO - UNEVOC. (2018c). TVET country profile : India (Issue November). www.unevoc.unesco.org/l/589 

UNESCO - UNEVOC. (2018d). TVET country profile : Republic of Korea (Issue November). www.unevoc.unesco.org 

UNESCO - UNEVOC. (2018e). TVET country profile : Vietnam (Issue November). www.unevoc.unesco.org/l/589 

UNESCO - UNEVOC. (2019a). Recognition in Germany: UNESCO-UNEVOC Promising Practice in Focus 2019. https://www.anerkennung-in-deutschland.de/html/en/legal_basis.php 

UNESCO - UNEVOC. (2019b). TVET country profile : Philippines (Issue June). www.unevoc.unesco.org/l/589 

UNESCO - UNEVOC. (2020a). TVET country profile : Singapore (Issue June). www.unevoc.unesco.org/l/68 

UNESCO - UNEVOC. (2020b). TVET country profile: Indonesia (Issue May). www.unevoc.unesco.org/l/589 

Unit Perancang Ekonomi Malaysia. (2004). Malaysia: 30 years of poverty reduction, growth and racial harmony. In Scaling Up Poverty Reduction: A Global Learning Process and Conference Shanghai, May 25–27 (pp. 1–56). 

Unit Perancang Ekonomi Malaysia. (2015a). Mentransformasi pendidikan dan latihan teknikal dan vokasional untuk memenuhi permintaan industri. In Unit Perancang Ekonomi Malaysia. http://rmk11.epu.gov.my/pdf/kertas-strategi/Kertas Strategi 09.pdf 

Unit Perancang Ekonomi Malaysia. (2015b). Rancangan Malaysia Kesebelas 2016-2020: Pertumbuhan berpaksikan rakyat. 

Unit Perancang Ekonomi Malaysia. (2016). Study on the demand and supply of human capital on technical vocational education and training (TVET). 

Unit Perancang Ekonomi Malaysia. (2021). Rancangan Malaysia kedua belas: 2021-2025 Malaysia makmur, inklusif dan mampan. In Unit Perancang Ekonomi Malaysia. https://rmke12.epu.gov.my/bm%0Ahttps://rmke12.epu.gov.my/about-us 

Ursula, R., Thomas, B., Katherine, C., Jutta, B., Maria, E. E., Johanna, K., & Ladina, R. (2018). Comparing International Vocational Education and Training Programs. 

Valiente, O., Zancajo, A., & Jacovkis, J. (2020). The coordination of skill supply and demand in the market model of skill formation: testing the assumptions for the case of Chile. International Journal of Lifelong Education, 39(1), 90–103. https://doi.org/10.1080/02601370.2019.1678692 

Verhaest, D., Sellami, S., & van der Velden, R. (2017). Differences in horizontal and vertical mismatches across countries and fields of study. International Labour Review, 156(1), 1–23. https://doi.org/10.1111/j.1564-913X.2015.00031.x 

Vladimirovna, A., & Nikolaevna, O. (2016). Maturity of teenagers’ occupational preferences as a factor in their socialization. Economic and Social Changes: Facts, Trends, Forecast, 48(6), 143–161. https://doi.org/10.15838/esc/2016.6.48.8 

Von Fintel, D. (2017). Institutional wage-setting, labour demand and labour supply: Causal estimates from a South African pseudo-panel. Development Southern Africa, 34(1), 1–16. https://doi.org/10.1080/0376835X.2016.1269637 

Watkins, R., & Kaufman, R. (1996). An update on relating needs assessment and needs analysis. Performance+ Instruction, 35(10), 10–13. https://doi.org/10.1002/pfi.4170351005 

Watkins, R., West Meiers, M., & Visser, Y. (2012). A Guide to Assessing Needs. In The World Bank. https://doi.org/10.1596/978-0-8213-8868-6 

Wei, F. J., & Jamil, H. (2019). TVET Educational Choice of Malaysian Polytechnic Students. Jurnal Pendidikan Malaysia, 44(01), 65–76. https://doi.org/10.17576/jpen-2019-44.01-08 

Whitaker, H. J. (2018). Jobs to be done: An innovative needs assessment method for supporting extension product and program design. Journal of Ex, 56(No. 5), 5. 

Windapo, A. O. (2016). Skilled labour supply in the South African construction industry: The nexus between certification, quality of work output and shortages. SA Journal of Human Resource Management, 15, 1–8. https://doi.org/10.4102/sajhrm.v14i1.750 

Wright, P. (1984). Training Budgets: Are They Obsolete? Journal of European Industrial Training, 8(7), 22–24. https://doi.org/10.1108/eb002186 

Wrights, Phillip C & Geroy, G. D. (1992). Needs analysis theory and the effectiveness of large-scale government-sponsored training programmes: a case study. Journal of Management Development, Vol. 11(No.5), 16–27. 

Yamada, S., Otchia, C. S., & Taniguchi, K. (2018). Explaining differing perceptions of employees’ skill needs: the case of garment workers in Ethiopia. International Journal of Training and Development, 22(1), 51–68. https://doi.org/10.1111/ijtd.12118 

Yang, C.-C., & Chan, S.-J. (2017). Is Higher Education Expansion Related to Increasing Unemployment Rates? A Comparative Analysis of Japan, South Korea, and Taiwan. International Journal of Chinese Education, 5(2), 162–186. https://doi.org/10.1163/22125868-12340066 

Yang, L. (2018). Higher education expansion and post-college unemployment: Understanding the roles of fields of study in China. International Journal of Educational Development, 62(January), 62–74. https://doi.org/10.1016/j.ijedudev.2018.02.009 

Yin, R. K. (2018). Case study research and applications: Design and methods. In SAGE Publications, Inc. (sixth edit). https://doi.org/10.1177/109634809702100108 

Yizengaw, J. Y. (2018). Skills gaps and mismatches: Private sector expectations of engineering graduates in Ethiopia. IDS Bulletin, 49(5), 55–70. https://doi.org/10.19088/1968-2018.174 

Yoon, D. (2018). Rising unemployment among young people and improved employment policy: The case of South Korea. ECONOMICS \& SOCIOLOGY, 11(4), 246–264. https://doi.org/10.14254/2071-789X.2018/11-4/16 

Yopp, A., McKimm, B., Moore, L., Odom, S., & Hanagriff, R. (2017). A multidimensional needs assessment of social emotional learning skill areas. Journal of Agricultural Education, 58(1), 186–206. https://doi.org/10.5032/jae.2017.01186 

Yun, J. L., Jae, Y. L., Jae, H. C., & Ji, H. C. (2022). Interrater reliability of sleep stage scoring: a meta-analysis. Journal of Clinical Sleep Medicine, 18(1), 193–202. https://doi.org/10.5664/jcsm.9538 

Zaliza, H., & Nordin, M. S. (2014). Unemployment among Malaysia graduates: Graduates’ attributes, lecturers’ competency and quality of education. Procedia - Social and Behavioral Sciences, 112(Iceepsy 2013), 1056–1063. https://doi.org/10.1016/j.sbspro.2014.01.1269 

Zatul Iradah, A. K., & Siti Mistima, M. (2019). Employability skills model for engineering technology students. Journal of Technical Education and Training, 11(2), 79–87. https://doi.org/10.30880/jtet.2019.11.02.008 

Zhang, Y., & Li, S. (2014). The impact of environmental preferences on public supporting for the river ecosystem restoration program in China. Problems of Sustainable Development, 9(2), 55–64.  

Zotti, J., Pretaroli, R., Severini, F., Socci, C., & Infantino, G. (2020). Employment incentives and the disaggregated impact on the economy. The Italian case. Economia Politica, 37(3), 993–1032. https://doi.org/10.1007/s40888-020-00192-