Environment and Benchmarking: Industry 4.0 Sustainable Work Readiness Framework
Abstract
This paper presents a sustainable work readiness framework for engineering students, incorporating core skills, personal skills, and self-efficacy as mediating variables. The study aims to investigate the impact of core skills and personal skills on engineering students’ work readiness, as well as the mediating influence of self-efficacy on this relationship. The researchers designed and tested a work readiness framework with three focal points: skills, personal skills, and self-efficacy, and their influence on engineering students’ work readiness. The findings indicate that core skills, personal skills, and self-efficacy positively and significantly influence engineering students’ work readiness. Self-efficacy can be explained by the core skills and personal skills variables at 87.8%, while the work readiness variable can be explained by core skills, personal skills, and self-efficacy at 85.4%. This study contributes to the existing literature by proposing a sustainable work readiness framework and measurement instrument that link core skills, personal skills, and self-efficacy as mediating variables influencing work readiness. The results are beneficial not only to Universiti Teknologi PETRONAS, Malaysia, as they directly reflect the work readiness of UTP’s final-year undergraduate engineering students but also to individuals, universities, teaching staff, organizations, human resource specialists, and public administrators. They can use these findings to enhance the development of individual work readiness skills and increase the work readiness of students in their respective universities. The novelty of this study lies in proposing a sustainable work readiness framework tailored to equip engineering students with the skills required and acquired in Industry 4.0.
Keywords: student, engineering, PLS-SEM, skills, self-efficacy, sustainable, work readiness
References
[1] Adnan AH, Ramalingam S, Ilias N, Tahir TM. Acquiring and practicing soft skills: A survey of technical-technological undergraduates at a Malaysian tertiary institution. Procedia - Social and Behavioral Sciences. 2014;123:82–89. Available from: https://doi.org/https://doi.org/10.1016/j.sbspro.2014.01.1400
[2] Alaloul WS, Liew MS, Zawawi NA, Kennedy IB. Industrial Revolution 4.0 in the construction industry: Challenges and opportunities for stakeholders. Ain Shams Engineering Journal. 2020;11(1):225–230. Available from: https://doi.org/https://doi.org/10.1016/j.asej.2019.08.010
[3] Ariffin KA, Ahmad FH. Indicators for maturity and readiness for digital forensic investigation in era of industrial revolution 4.0. Computers & Security. 2021;105:102237. Available from: https://doi.org/https://doi.org/10.1016/j.cose.2021.102237
[4] Arora M, Mittal M. Relation of Live Projects with Employability using Path Analysis Model. Procedia Computer Science. 2020;167:1675–1683.
[5] Aviso KB, Demeterio FP 3rd, Janairo JI, Lucas RI, Promentilla MA, Tan RR, et al. What university attributes predict for graduate employability? Cleaner Engineering and Technology. 2021a;2:100069. Available from: https://doi.org/https://doi.org/10.1016/j.clet.2021.100069
[6] Aviso KB, Demeterio FP 3rd, Janairo JI, Lucas RI, Promentilla MA, Tan RR, et al. What university attributes predict for graduate employability? Cleaner Engineering and Technology. 2021b;2:100069. Available from: https://doi.org/https://doi.org/10.1016/j.clet.2021.100069
[7] Bala R, Singh S. Employability skills of management students: A study of teacher’s viewpoint. Materials Today: Proceedings. 2021; https://doi.org/10.1016/j.matpr.2021.05.473
[8] Basco R, Hair JF, Ringle CM, Sarstedt M. Advancing family business research through modeling nonlinear relationships: Comparing PLS-SEM and multiple regression. Journal of Family Business Strategy. 2021. https://doi.org/10.1016/j.jfbs.2021.100457
[9] Beaumont E, Gedye S, Richardson S. ‘Am I employable?’: Understanding students’ employability confidence and their perceived barriers to gaining employment. Journal of Hospitality, Leisure, Sport & Tourism Education. 2016;19:1–9. Available from: https://doi.org/https://doi.org/10.1016/j.jhlste.2016.06.001
[10] Bernama. UTP excels across all subjects in QS world university ranking by subject 2022. 2022 April 8. https://Themalaysianreserve.Com/2022/04/08/Utp- Excels-across-All-Subjects-in-Qs-World-University-Ranking-by-Subject-2022/
[11] Hair JF, Astrachan CB, Moisescu OI, Radomir L, Sarstedt M, Vaithilingam S, et al. Executing and interpreting applications of PLS-SEM: updates for family business researchers. Journal of Family Business Strategy. 2021;12(3):100392.
[12] Hayajneh JA, Elayan MB, Abdellatif MA, Abubakar AM. Impact of business analytics and π-shaped skills on innovative performance: findings from PLS-SEM and fsQCA. Technology in Society. 2022;68:101914.
[13] Heijkants C, van Hooff ML, Geurts SA, Boot CR. A Team-level Participatory Approach Aimed at Improving Sustainable Employability of Long-term Elderly Care Workers: Preliminary Results of a Randomised Controlled Trial. Saf Health Work. 2022;13:S206. Available from: https://doi.org/https://doi.org/10.1016/j.shaw.2021.12.1397
[14] Hensel R, Visser R, Overdiek A, Sjoer E. A small independent retailer’s performance: Influenced by innovative strategic decision-making skills? Journal of Innovation and Knowledge. 2021;6(4):280–289.
[15] Herbert IP, Rothwell AT, Glover JL, Lambert SA. Graduate employability, employment prospects and work-readiness in the changing field of professional work. International Journal of Management in Education. 2020b;18(2):100378. Available from: https://doi.org/https://doi.org/10.1016/j.ijme.2020.100378
[16] Joosen M, Palmen M, van Casteren P, Brouwers E. Focus on Work Values in Healthcare: an intervention study to strengthen the wellbeing, mental health and employability in health-care professionals. Safety and Health at Work. 2022;13:S62– 63. Available from: https://doi.org/https://doi.org/10.1016/j.shaw.2021.12.925
[17] Kader AA. Locus of control, self-efficacy, and student performance in an introductory economics course. International Review of Economics Education. 2022;39:100234.
[18] Marouani MA, Nilsson B. The labor market effects of skill-biased technological change in Malaysia. Economic Modelling. 2016;57:55–75. Available from: https://doi.org/https://doi.org/10.1016/j.econmod.2016.04.009
[19] Mendoza L, Lehtonen T, Lindblom-Ylänne S, Hyytinen H. Exploring first-year university students’ learning journals: Conceptions of second language self-concept and self-efficacy for academic writing. System. 2022;106:102759.
[20] Misra RK, Khurana K. Employability Skills among Information Technology Professionals: A Literature Review. Procedia Computer Science. 2017;122:63–70. Available from: https://doi.org/https://doi.org/10.1016/j.procs.2017.11.342
[21] Moldovan L. A Reference Framework for Continuous Improvement of Employability Assessment. Procedia Manufacturing. 2020;46:271–278. Available from: https://doi.org/https://doi.org/10.1016/j.promfg.2020.03.040
[22] Mustofa RH, Pramudita DA, Atmono D, Priyankara R, Asmawan MC, Rahmattullah M, et al. Exploring educational students acceptance of using movies as economics learning media: PLS-SEM analysis. International Review of Economics Education. 2022;39:100236.
[23] Nordin MS, Nasir AN, Noordin MK, Buntat Y. Gap of Proficiency for Skilled Workers and Employer Needs Towards Non-technical Skills for Electronic Sector in Klang Valley, Malaysia. Procedia - Social and Behavioral Sciences. 2013;93:1473–1477. Available from: https://doi.org/https://doi.org/10.1016/j.sbspro.2013.10.066
[24] Pakaya RE, Syam Y, Syahrul S. Correlation of self-efficacy and self-care of patients undergoing hemodialysis with their quality of life. Enfermería Clínica. 2021;31:S797– 801.
[25] Perzylo A, Grothoff J, Lucio L, Weser M, Malakuti S, Venet P, et al. Capability-based semantic interoperability of manufacturing resources: A BaSys4.0 perspective. IFAC-PapersOnLine. 2019;52(13):1590–1596. Available from: https://doi.org/https://doi.org/10.1016/j.ifacol.2019.11.427
[26] Rahman S, Mokhtar SB, Hamzah RM. Generic skills among technical students in Malaysia. Procedia - Social and Behavioral Sciences. 2011;15:3713–3717. Available from: https://doi.org/https://doi.org/10.1016/j.sbspro.2011.04.361
[27] Reedy AK, Guerrero Farías ML, Reyes LH, Pradilla D. Improving employability skills through non-placement work-integrated learning in chemical and food engineering: A case study. Education for Chemical Engineers. 2020;33:91–101. Available from: https://doi.org/https://doi.org/10.1016/j.ece.2020.09.002
[28] Rodrigues R, Butler CL, Guest D. Antecedents of protean and boundaryless career orientations: The role of core self-evaluations, perceived employability and social capital. Journal of Vocational Behavior. 2019;110:1–11. Available from: https://doi.org/https://doi.org/10.1016/j.jvb.2018.11.003
[29] Sarstedt M, Radomir L, Moisescu OI, Ringle CM. Latent class analysis in PLS-SEM: A review and recommendations for future applications. Journal of Business Research. 2022;138:398–407.
[30] Sarwono J, Umi N. Membuat Skripsi, Tesis dan Disertasi dengan Partial Least Square SEM (PLS-SEM). Andi Publisher; 2015.
[31] Sato S, Kang TA, Daigo E, Matsuoka H, Harada M. Graduate employability and higher education’s contributions to human resource development in sport business before and after COVID-19. Journal of Hospitality, Leisure, Sport & Tourism Education. 2021;28:100306. Available from: https://doi.org/https://doi.org/10.1016/j.jhlste.2021.100306
[32] Shariatzadeh M, Bijani M. Towards farmers’ adaptation to climate change: the effect of time perspective. Journal of Cleaner Production. 2022;348:131284.
[33] Sharma PK, Kumra R. Relationship between mindfulness, depression, anxiety and stress: mediating role of self-efficacy. Personality and Individual Differences. 2022;186:111363
[34] Soares ME, Mosquera P. Linking career management practices with individual outcomes: the mediating role of perceived employability. Journal of Business Research. 2021;124:547–59. Available from: https://doi.org/https://doi.org/10.1016/j.jbusres.2020.10.049
[35] Stahn C, Hartmann V, Koczy A. Working world 4.0: will everything remain different?! “AWA” project examines the changes of digitalization on a company level. Procedia Computer Science. 2022;200:969–75. Available from: https://doi.org/https://doi.org/10.1016/j.procs.2022.01.295
[36] Sukhov A, Olsson LE, Friman M. Necessary and sufficient conditions for attractive public Transport: combined use of PLS-SEM and NCA. Transportation Research Part A: Policy and Practice. 2022;158:239–250.
[37] Teo T, Unwin S, Scherer R, Gardiner V. Initial teacher training for twenty-first century skills in the Fourth Industrial Revolution (IR 4.0): A scoping review. Computers & Education. 2021;170:104223. Available from: https://doi.org/https://doi.org/10.1016/j.compedu.2021.104223
[38] Udayar S, Fiori M, Thalmayer AG, Rossier J. Investigating the link between trait emotional intelligence, career indecision, and self-perceived employability: the role of career adaptability. Personality and Individual Differences. 2018;135:7–12. Available from: https://doi.org/https://doi.org/10.1016/j.paid.2018.06.046
[39] Yusoff YM Omar, Mohd Zaidi, Zaharim A, Mohamed A, Muhamad N. Formulation in evaluating the technical skills of engineering graduates. Procedia - Social and Behavioral Sciences. 2012;60:493-499. https://doi.org/https://doi.org/10.1016/j.sbspro.2012.09.413
[40] Zaharim A, Ahmad I, Yusoff YM, Omar MZ, Basri H. Evaluating the soft skills performed by applicants of Malaysian Engineers. Procedia - Social and Behavioral Sciences. 2012;60:522–528. Available from: https://doi.org/https://doi.org/10.1016/j.sbspro.2012.09.417
[41] Zhu G, Zheng J, Chen Y. Acceptance of free-floating car sharing: A decomposed self-efficacy-based value adoption model. Transportation Letters. 2021; https://doi.org/10.1080/19427867.2021.1903132.