Measuring the mediating role of quality education for ensuring employability skills: An analysis of higher education student perception in Bangladesh

Author Contributions Conceptualization: Khandakar Kamrul Hasan, Mobashwer A. Khandaker. Data curation: Shadia Sharmin, Ariful Hoque Shuhan. Funding acquisition: Khandakar Kamrul Hasan. Investigation: Shadia Sharmin, Mobashwer A. Khandaker. Project administration: Khandakar Kamrul Hasan. Resources: A. T. M. Fahimul Islam, Abdul Hasib Siddique. Validation: A. T. M. Fahimul Islam, Abdul Hasib Siddique. Writing – review & editing: Hissan Khandakar. References 1. UGC. List of Private Universities. In: University Grants Commission of Bangladesh [Internet]. 2023 [cited 23 Jul 2023]. http://www.ugc-universities.gov.bd/private-universities 2. UGC. List of Public Universities. In: University Grants Commission of Bangladesh [Internet]. 2023 [cited 23 Jul 2023]. http://www.ugc-universities.gov.bd/ 3. Rahman MdM, Rahman MdK, Alamgir SMd, Ahmed KEU, Khan SMKH, Sultana S, et al. Bangladesh Education Statistics 2022. Bangladesh Bureau of Educational Information and Statistics. Dhaka; 2022. 4. Star Digital Report. HSC results published: pass rate in Dhaka board 87.8%. The Daily Star. 8 Feb 2023. https://www.thedailystar.net/youth/education/news/8595-students-passed-2022-hsc-and- equivalent-exams-3242216. Accessed 23 Jul 2023. 5. Suleman F, Videira P, Arau´ jo E. Higher Education and Employability Skills: Barriers and Facilitators of Employer Engagement at Local Level. Educ Sci (Basel). 2021; 11: 51. https://doi.org/10.3390/ educsci11020051 6. Alam MJ, Ogawa K, Islam SR Bin. Importance of Skills Development for Ensuring Graduates Employ-

ability: The Case of Bangladesh. Soc Sci. 2022; 11. https://doi.org/10.3390/socsci11080360 7. Shahriar MS, Islam KMA, Zayed NM, Hasan KBMR, Raisa TS. The Impact of COVID-19 on Bangla- desh’s Economy: A Focus on Graduate Employability. Journal of Asian Finance, Economics and Busi- ness. 2021; 8: 1395–1403. https://doi.org/10.13106/jafeb.2021.vol8.no3.1395 8. Uddin M. Addressing employability challenges of business graduates in Bangladesh: Evidence from an emerging economy perspective. Australian Journal of Career Development. 2021; 30: 83–94. https:// doi.org/10.1177/1038416220986887 9. Ministry of Education. National Education Policy 2010. Dhaka; 2010. http://file-chittagong.portal.gov.bd/ files/www.lakshmipur.gov.bd/files/f97d6b95_2046_11e7_8f57_286ed488c766/National%20Education %20Policy-English%20corrected%20_2_.pdf 10. Rouf MdA. Ten Years of the National Education Policy in Bangladesh: Examining the Policy Directions and Implementation Gaps. Jagannath University Journal of Arts. 2021; 11. https://www.researchgate. net/publication/358638736 11. Jackson D. Business Undergraduates’ Perceptions of Their Capabilities in Employability Skills. Industry and Higher Education. 2012; 26: 345–356. https://doi.org/10.5367/ihe.2012.0117 12. Hannafin MJ, Hill JR, Land SM, Lee E. Student-Centered, Open Learning Environments: Research, Theory, and Practice. Handbook of Research on Educational Communications and Technology. New York, NY: Springer New York; 2014. pp. 641–651. 13. Parasuraman A, Zeithaml VA, Berry LL. A Conceptual Model of Service Quality and Its Implications for

Future Research. J Mark. 1985; 49: 41–50. https://doi.org/10.1177/002224298504900403 14. Prasad RK, Jha MK. Quality Measures in Higher Education: A Review and Conceptual Model. Journal of Research in Business and Management. 2013; 1: 23–40. https://doi.org/10.35629/C132340 15. Biggs J, Tang C. Teaching for Quality Learning at University. 4th ed. Open University Press. Open Uni- versity Press; 2011. www.openup.co.uk 16. Sahney S, Banwet DK, Karunes S. Customer requirement constructs: the premise for TQM in educa- tion. International Journal of Productivity and Performance Management. 2004; 53: 499–520. https:// doi.org/10.1108/17410400410556174 PLOS ONE Measuring the mediating role of quality education for ensuring employability skills PLOS ONE | https://doi.org/10.1371/journal.pone.0310815 October 7, 2024 15 / 18

17. Brooks R. Measuring University Quality. Rev High Ed. 2005; 29: 1–21. https://doi.org/10.1353/rhe. 2005.0061 18. Parasuraman A, Zeithml VA, Berry LL. SERVQUAL: A multiple-item scale for measuring consumer per- ceptions of service quality. Journal of Retailing. 1988; 64: 12–40. Available: https://psycnet.apa.org/ record/1989-10632-001 19. Steer L, Ghanem H, Jalbout M. Arab Youth: Missing Educational Foundations for a Productive Life? Washington D. C.; 2014 Feb. www.brookings.edu/arabworldlearning. 20. Martin F, Ritzhaupt A, Kumar S, Budhrani K. Award-winning faculty online teaching practices: Course design, assessment and evaluation, and facilitation. Internet and Higher Education. 2019; 42: 34–43. https://doi.org/10.1016/j.iheduc.2019.04.001 21. Abelha M, Fernandes S, Mesquita D, Seabra F, Ferreira-Oliveira AT. Graduate employability and com- petence development in higher education-A systematic literature review using PRISMA. Sustainability (Switzerland). 2020; 12. https://doi.org/10.3390/SU12155900 22. Allen J, Bresciani MJ. Public Institutions, Public Challenges: On the Transparency of Assessment Results. Change: The Magazine of Higher Learning. 2003; 35: 20–23. https://doi.org/10.1080/ 00091380309604740 23. Shavelson RJ, Huang L. Responding Responsibly. Change: The Magazine of Higher Learning. 2003; 35: 10–19. https://doi.org/10.1080/00091380309604739 24. Owlia MS, Aspinwall EM. A framework for the dimensions of quality in higher education. Quality Assur- ance in Education. 1996; 4: 12–20. https://doi.org/10.1108/09684889610116012

25. Isa A, Zahari W, Yusoff W. State of Physical Facilities of Higher Education Institutions in Nigeria. Inter- national Journal of Scientific and Research Publications. 2014; 5. www.ijsrp.org 26. Knirk FG. Facility Requirements for Integrated Learning Systems. Educational Technology. 1992; 32: 26–32. 27. Design Council CABE (United Kingdom). The value of good design: how building and spaces create economic and social value. 2002 Nov. https://apo.org.au/node/124786 28. Green D, Turrell P. School building investment and impact on pupil performance. Facilities. 2005; 23: 253–261. https://doi.org/10.1108/02632770510588655 29. Uline C, Tschannen-Moran M. The walls speak: the interplay of quality facilities, school climate, and stu- dent achievement. Journal of Educational Administration. 2008; 46: 55–73. https://doi.org/10.1108/ 09578230810849817 30. Vidalakis C, Sun M, Papa A. The quality and value of higher education facilities: a comparative study. Facilities. 2013; 31: 489–504. https://doi.org/10.1108/F-10-2011-0087 31. Amaratunga D, Baldry D. Building performance evaluation of higher education properties: towards a process model. Proceeding of the COBRA 99 RICS (Construction and Building Research Conference, 1999). Salford: The University of Salford; 1999. https://eprints.hud.ac.uk/id/eprint/30823 32. Riley M, Kokkarinen N, Pitt M. Assessing post occupancy evaluation in higher education facilities. Jour- nal of Facilities Management. 2010; 8: 202–213. https://doi.org/10.1108/14725961011058839

33. Madani RA. Analysis of Educational Quality, a Goal of Education for All Policy. Higher Education Stud- ies. 2019; 9: 100. https://doi.org/10.5539/hes.v9n1p100 34. Ng PML, Chan JKY, Wut TM, Lo MF, Szeto I. What makes better career opportunities for young gradu- ates? Examining acquired employability skills in higher education institutions. Education + Training. 2021; 63: 852–871. https://doi.org/10.1108/ET-08-2020-0231 35. Trinidad JE. Understanding student-centred learning in higher education: students’ and teachers’ per- ceptions, challenges, and cognitive gaps. J Furth High Educ. 2020; 44: 1013–1023. https://doi.org/10. 1080/0309877X.2019.1636214 36. Khatun F, Saadat SY. Overview of Youth Employment in Bangladesh. Youth Employment in Bangla- desh. Singapore: Springer Singapore; 2020. pp. 29–40. 37. Ferdous Z, Asad I, Deeba SR. Analyzing the Factors Contributing to Graduate Unemployment. 2019 IEEE Global Humanitarian Technology Conference (GHTC). IEEE; 2019. pp. 1–4. 38. Shammi M, Bodrud-Doza M, Towfiqul Islam ARM, Rahman MM. COVID-19 pandemic, socioeconomic crisis and human stress in resource-limited settings: A case from Bangladesh. Heliyon. 2020; 6. https:// doi.org/10.1016/j.heliyon.2020.e04063 PMID: 32462098 39. Mgaiwa SJ. Fostering Graduate Employability: Rethinking Tanzania’s University Practices. Sage Open. 2021; 11. https://doi.org/10.1177/21582440211006709 40. Oria B. Enhancing higher education students’ employability: A Spanish case study. International Jour-

nal of Technology Management & Sustainable Development. 2012; 11: 217–230. https://doi.org/10. 1386/tmsd.11.3.217_1 PLOS ONE Measuring the mediating role of quality education for ensuring employability skills PLOS ONE | https://doi.org/10.1371/journal.pone.0310815 October 7, 2024 16 / 18

41. Pereira ET, Vilas-Boas M, Rebelo CC. Graduates’ skills and employability: the view of students from dif- ferent European countries. Higher Education, Skills and Work-Based Learning. 2019; 9: 758–774. https://doi.org/10.1108/HESWBL-10-2018-0098 42. Kline RB. Principles and Practice of Structural Equation Modeling. 5th ed. New York, NY: Guilford Press; 2023. 43. Hair JF, Sarstedt M, Ringle CM, Gudergan SP. Advanced Issues in Partial Least Squares Structural Equation Modeling. 2nd ed. Thousand Oaks, CA: SAGE Publications; 2017. https://us.sagepub.com/ en-us/nam/advanced-issues-in-partial-least-squares-structural-equation-modeling/book279526 44. Hair JF, Hult GTM, Ringle CM, Sarstedt M. A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). 2nd ed. Thousand Oaks, CA: SAGE Publications; 2016. https://us.sagepub. com/en-us/nam/a-primer-on-partial-least-squares-structural-equation-modeling-pls-sem/ book244583#preview 45. Cohen J. A power primer. Psychol Bull. 1992; 112: 155–159. https://doi.org/10.1037//0033-2909.112.1. 155 PMID: 19565683 46. Chin WW. The Partial Least Squares Approach for Structural Equation Modeling. 1st ed. In: Marcou- lides GA, editor. Modern Methods for Business Research. 1st ed. New York, NY: Psychology Press; 1998. pp. 295–336. 47. Chin WW, Newsted PR. Structural Equation Modeling Analysis with Small Samples Using Partial Least Squares. In: Hoyle RH, editor. Statistical strategies for small sample research. Thousand Oaks, CA: SAGE Publications; 1999. pp. 307–341.

48. Urbach N, Ahlemann F. Structural Equation Modeling in Information Systems Research Using Partial Least Squares. Journal of Information Technology Theory and Application. 2010; 11: 5–40. Available: https://aisel.aisnet.org/jitta/vol11/iss2/2/ 49. Ringle CM, Wende S. SmartPLS 4.0.9.6. In: SmartPLS GmbH [Internet]. 2024 [cited 4 Feb 2024]. https://www.smartpls.com/ 50. Chin WW, Marcolin BL, Newsted PR. A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study. Information Systems Research. 2003; 14: 189–217. https://doi.org/10.1287/ isre.14.2.189.16018 51. Hair JF, Risher JJ, Sarstedt M, Ringle CM. When to use and how to report the results of PLS-SEM. European Business Review. 2019; 31: 2–24. https://doi.org/10.1108/EBR-11-2018-0203 52. Henseler J, Hubona G, Ray PA. Using PLS path modeling in new technology research: updated guide- lines. Industrial Management & Data Systems. 2016; 116: 2–20. https://doi.org/10.1108/IMDS-09- 2015-0382 53. Kock N. Common Method Bias in PLS-SEM. International Journal of e-Collaboration. 2015; 11: 1–10. https://doi.org/10.4018/ijec.2015100101 54. Kock N, Lynn G. Lateral Collinearity and Misleading Results in Variance-Based SEM: An Illustration and Recommendations. J Assoc Inf Syst. 2012; 13: 546–580. https://doi.org/10.17705/1jais.00302 55. Chamberlain G. Omitted Variable Bias in Panel Data: Estimating the Returns to Schooling. Ann Insee. 1978; 49–82. https://doi.org/10.2307/20075285

PLOS ONE | https://doi.org/10.1371/journal.pone.0310815 October 7, 2024 17 / 18

64. Braniff C, Spence RA, Stevenson M, Boohan M, Watson P. Assistantship improves medical students’ perception of their preparedness for starting work. Med Teach. 2016; 38: 51–58. https://doi.org/10. 3109/0142159X.2015.1045843 PMID: 26037743 65. Usman HN. FACILITY UTILIZATION AND EMPLOYABILITY SKILLS OF BUSINESS EDUCATION STUDENTS. Nigerian Journal of Business Education (NIGJBED). 2023; 10. www.nigjbed.com.ng 66. Chukwurah C, Atah CA. INFLUENCE OF STUDENT-TEACHER RELATIONSHIP AND INSTRUC- TIONAL FACILITIES ON EMPLOYABILITY SKILLS ACQUISITION AMONG BUSINESS EDUCATION STUDENTS IN TERTIARY INSTITUTIONS IN CROSS RIVER STATE, NIGERIA. British International Journal of Education And Social Sciences. 2019; 6: 1–9. Available: https://www.researchgate.net/ publication/333663736 67. Oshionebo EE, Olawale Abiodun O. Quality of Educational Facilities and Graduate Employability Com- petences in Lagos State Nigeria. Journal of Vocational Education Studies. 2022; 5: 119–130. https:// doi.org/10.12928/joves.v5i1.5916 68. Stubbs M, Keeping M. Course Content and Employability Skills in Vocational Degrees: Reflections for Town Planning Course Content. Planning Practice and Research. 2002; 17: 205–222. https://doi.org/ 10.1080/02697450220145959 69. Pelinescu E, Simionescu M. Higher Education Policies and Employability of University Graduates in the EU-28. Journal of Intercultural Management. 2019; 11: 105–133. https://doi.org/10.2478/joim-2019- 0020 PLOS ONE Measuring the mediating role of quality education for ensuring employability skills

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