The Impact of Perceived Training Effectiveness on Innovative Work Behavior in Work-Based Learning Programs: A longitudinal Quasi-Experimental Study

Authors

  • Salim Al Khaldi Sultan Qaboos University
  • Alexandre Bachkirov Sultan Qaboos University
  • Shahid Rasool

Keywords:

Innovative Work Behavior, Perceived Training Effectiveness, Work-based learning

Abstract

This study aims to investigate the relationship between perceived training effectiveness and innovative work behavior within the context of work-based learning programs. Using a separate-sample pretest-posttest quasi-experimental design, the study compared IWB across three groups: (1) a pre-training/control group; (2) a post-training group – filled the survey immediately after the training completion; and (3) a follow-up group – filled the survey after a period of 3-12 months from their training completion. Data from 461 participants (227 pre-training, 126 post-training, and 108 follow-up) were analyzed using ANOVA and correlational methods. Results revealed a statistically significant increase in IWB from pre-training to follow-up, but not from pre-training to post-training. Additionally, a positive correlation emerged between perceived training effectiveness and IWB at both post-training and follow-up stages. These findings contribute to the understanding of training program effectiveness in enhancing IWB, highlighting the importance of well-designed WBL programs and the potential for delayed behavioral change.

References

Adair, J. E. (2007). The art of creative thinking: How to be innovative and develop great ideas. Kogan Page Publishers.

Alt, D., Boniel-Nissim, M., Naamati-Schneider, L., & Meirovich, A. (2022). Precursors of Openness to Provide Online Counseling: The Role of Future Thinking, Creativity, and Innovative Behavior of Future Online Therapists. Frontiers in Psychology, 13, 848235-848235.

https://doi.org/10.3389/fpsyg.2022.848235

Amarakoon, U., Weerawardena, J., & Verreynne, M.-L. (2018). Learning capabilities, human resource management innovation and competitive advantage. The International Journal of Human Resource Management, 29(10), 1736-1766. https://doi.org/10.1080/09585192.2016.1209228

https://doi.org/10.1080/09585192.2016.1209228

Anderson, A., Bravenboer, D., & Hemsworth, D. (2012). The role of universities in higher apprenticeship development. Higher Education, Skills and Work-Based Learning, 2(3), 240-255.

https://doi.org/10.1108/20423891211271773

Anderson, N., Potočnik, K., & Zhou, J. (2014). Innovation and Creativity in Organizations: A State-of-the-Science Review, Prospective Commentary, and Guiding Framework. Journal of Management, 40(5), 1297-1333. https://doi.org/10.1177/0149206314527128

https://doi.org/10.1177/0149206314527128

Aqli, R. F., Hasan, B., & Sucita, T. (2019). Internship program as a part of technical and vocational education training (TVET). 5th UPI International Conference on Technical and Vocational Education and Training (ICTVET 2018), 471-474. https://www.atlantis-press.com/proceedings/ictvet-18/55913994

https://doi.org/10.2991/ictvet-18.2019.108

Aragon, I. B., & Valle, R. S. (2013). Does training managers pay off? The International Journal of Human Resource Management, 24(8), 1671-1684.

https://doi.org/10.1080/09585192.2012.725064

Arthur Jr, W., Bennett Jr, W., Edens, P. S., & Bell, S. T. (2003). Effectiveness of training in organizations: A meta-analysis of design and evaluation features. Journal of Applied Psychology, 88(2), 234.

https://doi.org/10.1037/0021-9010.88.2.234

Baseer, N., Degnan, J., Moffat, M., & Mahboob, U. (2020). Micro-feedback skills workshop impacts perceptions and practices of doctoral faculty. BMC Medical Education, 20(1), Article 1. https://doi.org/10.1186/s12909-019-1921-3

https://doi.org/10.1186/s12909-019-1921-3

Becker, G. S. (1962). Investment in Human Capital: A Theoretical Analysis. Journal of Political Economy, 70(5, Part 2), 9-49. https://doi.org/10.1086/258724

https://doi.org/10.1086/258724

Becker, G. S. (1964). Human capital: A theoretical and empirical analysis, with special reference to education. https://library.econ.upd.edu.ph/ir/handle/123456789/6693

Bloom, R., & Kamm, J. (2014). Human Resources: Assets That Should Be Capitalized. Compensation & Benefits Review, 46(4), 219-222. https://doi.org/10.1177/0886368714555453

https://doi.org/10.1177/0886368714555453

Blume, B. D., Ford, J. K., Baldwin, T. T., & Huang, J. L. (2010). Transfer of Training: A Meta-Analytic Review. Journal of Management, 36(4), 1065-1105. https://doi.org/10.1177/0149206309352880

https://doi.org/10.1177/0149206309352880

Boselie, P., Brewster, C., & Paauwe, J. (2009). In search of balance-managing the dualities of HRM: An overview of the issues. Personnel Review.

https://doi.org/10.1108/00483480910977992

Bos-Nehles, Anna. C., & Veenendaal, A. A. R. (2019). Perceptions of HR practices and innovative work behavior: The moderating effect of an innovative climate. The International Journal of Human Resource Management, 30(18), 2661-2683. https://doi.org/10.1080/09585192.2017.1380680

https://doi.org/10.1080/09585192.2017.1380680

Campbell, D. T., & Stanley, J. C. (2015). Experimental and quasi-experimental designs for research. Ravenio books.

Chang, P.-C., Zhang, M.-J., & Wu, T. (2021). Developmental Human Resource Configuration, Unique Human Capital, and Employee Innovative Work Behavior: A Multilevel Moderated Mediation Model. SAGE Open, 11(2), 21582440211027964. https://doi.org/10.1177/21582440211027964

https://doi.org/10.1177/21582440211027964

Chiaburu, D. S., & Tekleab, A. G. (2005). Individual and contextual influences on multiple dimensions of training effectiveness. Journal of European Industrial Training, 29(8), 604-626. https://doi.org/10.1108/03090590510627085

https://doi.org/10.1108/03090590510627085

Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297-334. https://doi.org/10.1007/BF02310555

https://doi.org/10.1007/BF02310555

Dahiya, R., & Raghuvanshi, J. (2022). Validation of innovative work behaviour scale: Indian apparel manufacturing sector. Asia Pacific Management Review, 27(2), 120-136. https://doi.org/10.1016/j.apmrv.2021.06.002

https://doi.org/10.1016/j.apmrv.2021.06.002

De Jong, J., & Den Hartog, D. (2010). Measuring Innovative Work Behaviour. Creativity and Innovation Management, 19(1), 23-36. https://doi.org/10.1111/j.1467-8691.2010.00547.x

https://doi.org/10.1111/j.1467-8691.2010.00547.x

Dostie, B. (2018). The Impact of Training on Innovation. ILR Review, 71(1), 64-87. https://doi.org/10.1177/0019793917701116

https://doi.org/10.1177/0019793917701116

Dunnett, C. W. (1955). A Multiple Comparison Procedure for Comparing Several Treatments with a Control. Journal of the American Statistical Association, 50(272), 1096-1121. https://doi.org/10.1080/01621459.1955.10501294

https://doi.org/10.1080/01621459.1955.10501294

Field, A. (2013). Discovering statistics using IBM SPSS statistics. sage.

Gao, L., Lu, Q., Hou, X., Ou, J., & Wang, M. (2022). Effectiveness of a nursing innovation workshop at enhancing nurses' innovation abilities: A quasi-experimental study. Nursing Open, 9(1), Article 1. https://doi.org/10.1002/nop2.1080

https://doi.org/10.1002/nop2.1080

Grohmann, A., & Kauffeld, S. (2013). Evaluating training programs: Development and correlates of the Questionnaire for Professional Training Evaluation. International Journal of Training and Development, 17(2), 135-155. https://doi.org/10.1111/ijtd.12005

https://doi.org/10.1111/ijtd.12005

Guadagnoli, E., & Velicer, W. F. (1988). Relation of sample size to the stability of component patterns. Psychological Bulletin, 103(2), 265.

https://doi.org/10.1037/0033-2909.103.2.265

Hair Jr, J., Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM). Sage publications.

https://doi.org/10.1007/978-3-030-80519-7

Hidayat, R., & Wulandari, P. (2022). Structural Equation Modelling (SEM) in Research: Narrative Literature Review. Open Access Indonesia Journal of Social Sciences, 5(6), 852-858.

https://doi.org/10.37275/oaijss.v5i6.141

Hinkin, T. R. (1998). A Brief Tutorial on the Development of Measures for Use in Survey Questionnaires. Organizational Research Methods, 1(1), 104-121. https://doi.org/10.1177/109442819800100106

https://doi.org/10.1177/109442819800100106

Hirst, G., Van Knippenberg, D., & Zhou, J. (2009). A Cross-Level Perspective on Employee Creativity: Goal Orientation, Team Learning Behavior, and Individual Creativity. Academy of Management Journal, 52(2), 280-293. https://doi.org/10.5465/amj.2009.37308035

https://doi.org/10.5465/amj.2009.37308035

Holton III, E. F., Bates, R. A., & Ruona, W. E. (2000). Development of a generalized learning transfer system inventory. Human Resource Development Quarterly, 11(4), 333-360.

https://doi.org/10.1002/1532-1096(200024)11:4<333::AID-HRDQ2>3.0.CO;2-P

Hung, T.-K. (2010). An empirical study of the training evaluation decision-making model to measure training outcome. Social Behavior and Personality: An International Journal, 38(1), 87-101.

https://doi.org/10.2224/sbp.2010.38.1.87

Jain, G., Sharma, N., & Shrivastava, A. (2021). Enhancing training effectiveness for organizations through blockchain-enabled training effectiveness measurement (BETEM). Journal of Organizational Change Management, 34(2), 439-461. https://doi.org/10.1108/JOCM-10-2020-0303

https://doi.org/10.1108/JOCM-10-2020-0303

Jalil, M. F., Ullah, W., & Ahmed, Z. (2021). Training Perception and Innovative Behavior of SME Employees: Examining the Mediating Effects of Firm Commitment. SAGE Open, 11(4), 21582440211067250. https://doi.org/10.1177/21582440211067250

https://doi.org/10.1177/21582440211067250

Janssen, O. (2000). Job demands, perceptions of effort-reward fairness and innovative work behaviour. Journal of Occupational and Organizational Psychology, 73(3), 287-302. https://doi.org/10.1348/096317900167038

https://doi.org/10.1348/096317900167038

Jehanzeb, K. (2021). How perception of training impacts organizational citizenship behavior: Power distance as moderator. Personnel Review, 51(3), 922-944. https://doi.org/10.1108/PR-07-2020-0566

https://doi.org/10.1108/PR-07-2020-0566

Jehanzeb, K., & Bashir, N. A. (2013). Training and development program and its benefits to employee and organization: A conceptual study. European Journal of Business and Management, 5(2).

Kalkbrenner, M. T. (2023). Alpha, omega, and H internal consistency reliability estimates: Reviewing these options and when to use them. Counseling Outcome Research and Evaluation, 14(1), 77-88.

https://doi.org/10.1080/21501378.2021.1940118

Kanter, R. M. (1988). Three tiers for innovation research. Communication Research, 15(5), 509-523.

https://doi.org/10.1177/009365088015005001

Kirkpatrick, D. L. (1959). Techniques for evaluation training programs. Journal of the American Society of Training Directors, 13, 21-26.

Kirkpatrick, D. L. (2009). Implementing the Four Levels: A Practical Guide for Effective Evaluation of Training Programs: Easyread Super Large 24pt Edition.

Korpi, T., & Tåhlin, M. (2021). On-the-job training: A skill match approach to the determinants of lifelong learning. Industrial Relations Journal, 52(1), 64-81. https://doi.org/10.1111/irj.12317

https://doi.org/10.1111/irj.12317

Leary, M. P., & Sherlock, L. A. (2020). Service-Learning or internship: A mixed-methods evaluation of experiential learning pedagogies. Education Research International, 2020. https://www.hindawi.com/journals/edri/2020/1683270/

https://doi.org/10.1155/2020/1683270

Longmore, B. (2011). Work-based learning: Bridging knowledge and action in the workplace. Action Learning: Research and Practice, 8(1), 79-82. https://doi.org/10.1080/14767333.2011.549333

https://doi.org/10.1080/14767333.2011.549333

Louw, A., & Katznelson, N. (2019). Transfer and reflection in the Danish dual model: Findings from development projects in the Danish vocational education and training programmes. Nordic Journal of Vocational Education and Training, 9(2), 51-70.

https://doi.org/10.3384/njvet.2242-458X.199251

Lukes, M., & Stephan, U. (2017). Measuring employee innovation: A review of existing scales and the development of the innovative behavior and innovation support inventories across cultures. International Journal of Entrepreneurial Behavior & Research, 23(1), 136-158. https://doi.org/10.1108/IJEBR-11-2015-0262

https://doi.org/10.1108/IJEBR-11-2015-0262

McNamara, J. (2013). The challenge of assessing professional competence in work integrated learning. Assessment & Evaluation in Higher Education, 38(2), 183-197. https://doi.org/10.1080/02602938.2011.618878

https://doi.org/10.1080/02602938.2011.618878

Milne, L., & Caldicott, J. (2016). Exploring differences in industry supervisors' ratings of student performance on WIL placements and the relative importance of skills: Does remuneration matter? Asia-Pacific Journal of Cooperative Education, 17(2), 175-187.

Mohammed Saad, A., & Mat, N. (2013). Evaluation of effectiveness of training and development: The Kirkpatrick model. Asian Journal of Business and Management Sciences, 2(11), Article 11.

Onraet, E., Van Hiel, A., Roets, A., & Cornelis, I. (2011). The closed mind: 'Experience' and 'cognition' aspects of openness to experience and need for closure as psychological bases for right-wing attitudes. European Journal of Personality, 25(3), 184-197. https://doi.org/10.1002/per.775

https://doi.org/10.1002/per.775

Palermo, C., Chung, A., Beck, E. J., Ash, S., Capra, S., Truby, H., & Jolly, B. (2015). Evaluation of assessment in the context of work‐based learning: Qualitative perspectives of new graduates. Nutrition & Dietetics, 72(2), 143-149. https://doi.org/10.1111/1747-0080.12126

https://doi.org/10.1111/1747-0080.12126

Pan, J., Guan, Y., Wu, J., Han, L., Zhu, F., Fu, X., & Yu, J. (2018). The interplay of proactive personality and internship quality in Chinese university graduates' job search success: The role of career adaptability. Journal of Vocational Behavior, 109, 14-26.

https://doi.org/10.1016/j.jvb.2018.09.003

Perdana, P. N., Armeliza, D., Khairunnisa, H., & Nasution, H. (2023). Research Data Processing Through Structural Equation Model-Partial Least Square (SEM-PLS) Method. Jurnal Pemberdayaan Masyarakat Madani (JPMM), 7(1), 44-50.

https://doi.org/10.21009/JPMM.007.1.05

Pineda, P. (2010). Evaluation of training in organisations: A proposal for an integrated model. Journal of European Industrial Training.

https://doi.org/10.1108/03090591011070789

Rosen, S. (1976). A Theory of Life Earnings. Journal of Political Economy, 84(4, Part 2), S45-S67. https://doi.org/10.1086/260532

https://doi.org/10.1086/260532

Sawrikar, V., Plant, A. L., Andrade, B., Woolgar, M., Scott, S., Gardner, E., Dean, C., Tully, L. A., Hawes, D. J., & Dadds, M. R. (2021). Global Workforce Development in Father Engagement Competencies for Family-Based Interventions Using an Online Training Program: A Mixed-Method Feasibility Study. Child Psychiatry & Human Development. https://doi.org/10.1007/s10578-021-01282-8

https://doi.org/10.1007/s10578-021-01282-8

Scott, S. G., & Bruce, R. A. (1994). Determinants of innovative behavior: A path model of individual innovation in the workplace. Academy of Management Journal, 37(3), 580-607. https://doi.org/10.2307/256701

https://doi.org/10.2307/256701

Seagraves, L., Osborne, M., Neal, P., Dockrell, R., Hartshorn, C., & Boyd, A. (1996). Learning in Smaller Companies. Final Report. ERIC. https://eric.ed.gov/?id=ED415350

Shah, S. T. H., Shah, S. M. A., & El-Gohary, H. (2022). Nurturing Innovative Work Behaviour through Workplace Learning among Knowledge Workers of Small and Medium Businesses. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-022-01019-5

https://doi.org/10.1007/s13132-022-01019-5

Srirahayu, D. P., Ekowati, D., & Sridadi, A. R. (2023). Innovative work behavior in public organizations: A systematic literature review. Heliyon, 9(2). https://doi.org/10.1016/j.heliyon.2023.e13557

https://doi.org/10.1016/j.heliyon.2023.e13557

Stoffers, J. M. M., Van der Heijden, B. I. J. M., & Jacobs, E. A. G. M. (2020). Employability and innovative work behaviour in small and medium-sized enterprises. The International Journal of Human Resource Management, 31(11), 1439-1466. https://doi.org/10.1080/09585192.2017.1407953

https://doi.org/10.1080/09585192.2017.1407953

Tabachnick, B. G., Fidell, L. S., & Ullman, J. B. (2013). Using multivariate statistics (Vol. 6). pearson Boston, MA.

Tavakol, M., & Dennick, R. (2011). Making sense of Cronbach's alpha. International Journal of Medical Education, 2, 53.

https://doi.org/10.5116/ijme.4dfb.8dfd

Toner, P. (2011). Workforce Skills and Innovation: An Overview of Major Themes in the Literature. OECD. https://doi.org/10.1787/5kgkdgdkc8tl-en

https://doi.org/10.1787/5kgkdgdkc8tl-en

Topno, H. (2012). Evaluation of training and development: An analysis of various models. Journal of Business and Management, 5(2), 16-22.

https://doi.org/10.9790/487X-0521622

Varghese, M. E., Parker, L. C., Adedokun, O., Shively, M., Burgess, W., Childress, A., & Bessenbacher, A. (2012). Experiential Internships: Understanding the Process of Student Learning in Small Business Internships. Industry and Higher Education, 26(5), 357-367. https://doi.org/10.5367/ihe.2012.0114

https://doi.org/10.5367/ihe.2012.0114

Wang, G. G., & Wilcox, D. (2006). Training Evaluation: Knowing More Than Is Practiced. Advances in Developing Human Resources, 8(4), 528-539. https://doi.org/10.1177/1523422306293007

https://doi.org/10.1177/1523422306293007

WEF, W. E. F. (2016). The future of jobs: Employment, skills and workforce strategy for the fourth industrial revolution. In Global Challenge Insight Report. World Economic Forum Geneva. https://www.voced.edu.au/content/ngv:71706

Wennekers, S., & De Jong, J. (2008). Intrapreneurship; conceptualizing entrepreneurial employee behaviour. Scientific Analysis of Entrepreneurship and SMEs (SCALES).

Whiting, K. (2020). These are the top 10 job skills of tomorrow - and how long it takes to learn them. World Economic Forum. https://www.weforum.org/agenda/2020/10/top-10-work-skills-of-tomorrow-how-long-it-takes-to-learn-them/

Zhong, X., & Liu, Z. (2014). Studies on Creativity Enhancement of Contemporary College Students: 3rd International Conference on Science and Social Research (ICSSR 2014), Tianjin, China. https://doi.org/10.2991/icssr-14.2014.148

https://doi.org/10.2991/icssr-14.2014.148

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2025-09-01

How to Cite

Al Khaldi, S., Bachkirov, A. ., & Rasool, S. . (2025). The Impact of Perceived Training Effectiveness on Innovative Work Behavior in Work-Based Learning Programs: A longitudinal Quasi-Experimental Study. International Journal of Business and Society, 26(2), 465–489. Retrieved from https://publisher.unimas.my/ojs/index.php/IJBS/article/view/7888