Mediating Effect of Technological Enablement on Entrepreneurial Adoption among Students in Higher Education: A Confirmatory Analysis of Technological Enablement Entrepreneurial Model (TEEM)
Keywords:Entrepreneurial Education System, Entrepreneurial Intention, Entrepreneurial Initiation, Entrepreneurial Perceived Outcome, Technology Enablement
With the advent of the COVID-19 pandemic, students at higher education institutions have recently relied greatly on technological support for their studies and remote support from their universities. Technological enablement is a major determinant of entrepreneurial initiation among higher education students in Malaysia. Empirical studies demonstrate the growing interest in investigating the impact of entrepreneurship education on entrepreneurial success among the country’s higher education students. The focus areas include how governmental support, entrepreneurial intention, entrepreneurial education, and technological enablement (mediator factor) can influence entrepreneurial initiation. Therefore, this study aims to determine the factors that affect entrepreneurial initiation (action) among graduating students and the mediating effect of technological enablement on entrepreneurial adoption among students at higher education institutions in Malaysia. The study used Google Form to obtain information related to the topic. Data collection from 297 students in Peninsular Malaysia was voluntary and based on informed consent and anonymity. PLS-SEM (partial least squares structural equation modeling) with a formative-reflective model was adopted to assess the direct and indirect effects alongside the mediating factor. Hence, Smart PLS software was adopted for data analysis. Empirical results also proved that technological enablement as a mediating factor has a greater and significant impact on perceived entrepreneurial success. The results empirically demonstrate that the technological enablement factor has a major impact and influence when students at higher education institutions start businesses. Through such findings, policymakers at the institutional level will be able to identify and deliver the technological support and initiatives necessary to achieve a higher rate of entrepreneurial adoption success.
Ab Hamid, M. R., Sami, W., & Mohmad Sidek, M. H. (2017). Discriminant validity assessment: Use of Fornell & Larcker criterion versus HTMT criterion. Journal of Physics, 890, 12163. https://doi.org/10.1088/1742-6596/890/1/012163
Abushakra, A., Rahman Khan, F., & al Maqbali, H. (2019). Innovation in entrepreneurship education through competition-based learning role: students’ perspective on the enhancement of soft skills. Humanities & Social Sciences Reviews, 7(5), 862–869. https://doi.org/10.18510/hssr.2019.75112
Acharya, A. S., Prakash, A., Saxena, P., & Nigam, A. (2013). Sampling: Why and how of it. Indian Journal of Medical Specialities, 4(2), 330–333. https://doi.org/10.7713/ijms.2013.0032
Ajide, F. M. (2020). Infrastructure and entrepreneurship: Evidence from Africa. Journal of Developmental Entrepreneurship, 25(3). https://doi.org/10.1142/S1084946720500156
Ali, A., Kelley, D. J., & Levie, J. (2020). Market-driven entrepreneurship and institutions. Journal of Business Research, 113, 117–128. https://doi.org/10.1016/J.JBUSRES.2019.03.010
Ali Abbas, S. (2018). Entrepreneurship and sustainability issues entrepreneurship and information technology businesses in economic crisis. Entrepreneurship and Sustainability Issues. 5(3). 682-692.
Basheer, A. H., & Sulphey, M. M. (2017). Entrepreneurship curriculum in management programmes: Benchmarking with the curricula of top international universities. Entrepreneurship Education: Experiments with Curriculum, Pedagogy and Target Groups, 121–134. https://doi.org/10.1007/978-981-10-3319-3_6
Bilgiseven, E. B., & Kasimoǧlu, M. (2019). Analysis of factors leading to entrepreneurial intention. Procedia Computer Science, 158, 885–890. https://doi.org/10.1016/J.PROCS.2019.09.127
Branner, K. (2020). Small–and medium-sized enterprises’ customer relationship management processes impact on firm performance moderated by entrepreneurial orientation (Doctoral dissertation, The University of North Carolina at Charlotte).
Brattstrom, A., & Delmar, F. (2019). Entrepreneurship as teamwork: A definition and research agenda. Academy of Management, 2019(1), 14810. https://doi.org/10.5465/AMBPP.2019.14810ABSTRACT
Calong, K. A. C., & Soriano, G. P. (2019). Construct validity and reliability of caring nurse patient interaction scale-nurse among Filipino nurses. International Journal of Caring Sciences, 12, 1017–1022.
Cera, G., Mlouk, A., Cera, E., & Shumeli, A. (2020). The impact of entrepreneurship education on entrepreneurial intention. A quasi-experimental research design. Journal of Competitiveness, 12(1), 39–56. https://doi.org/10.7441/JOC.2020.01.03
Chemborisova, S. N., Litinski, A. L., & Insititue Justo Lubov Almetkina, E. A. (2019). Project-based learning as a tool for the formation and development of the entrepreneurial skills of students. Journal of Entrepreneurship Education, 22(2), 1-13.
Chereau, P., & Meschi, P. X. (2021). Deliberate practice of entrepreneurial learning and self-efficacy: the moderating effect of entrepreneurial parental environment as role modeling. Journal of Small Business and Enterprise Development, 29(3), 461–483. https://doi.org/10.1108/JSBED-07-2021-0277/FULL/PDF
Cunningham, J. A., Lehmann, E. E., Menter, M., & Seitz, N. (2019). The impact of university focused technology transfer policies on regional innovation and entrepreneurship. Journal of Technology Transfer, 44(5), 1451–1475. https://doi.org/10.1007/S10961-019-09733-0/TABLES/3
de la Hoz-Rosales, B., Camacho Ballesta, J., & Tamayo Torres, I. (2019). Effects of innovative entrepreneurship and the information society on social progress: an international analysis. Entrepreneurship and Sustainability Issues, 7(2), 782–813. https://doi.org/10.9770/JESI.2019.7.2(1)
Dou, X., Zhu, X., Zhang, J. Q., & Wang, J. (2019). Outcomes of entrepreneurship education in China: A customer experience management perspective. Journal of Business Research, 103, 338–347. https://doi.org/10.1016/J.JBUSRES.2019.01.058
Emmert-Streib, F., & Dehmer, M. (2019). Understanding statistical hypothesis testing: The logic of statistical inference. Machine Learning and Knowledge Extraction, 1(3), 945-962.
Ezeani, N. S., & Oludele, Y. L. (2021). Executives’ appraisal of professional competence of office technology and management graduates in Osun State Polytechnic, Iree. International Business Education Journal, 14(2), 1–12. https://doi.org/10.37134/IBEJ.VOL184.108.40.2061
Fauzi, R. U. A. (2019). The influence of business plan competition and loan provision on nurturing the spirit of entrepreneruship among students. Advances in Economics, Business and Management Research, 161.
Ferreira, J. J., Fayolle, A., Ratten, V., & Raposo, M. (2018). Entrepreneurial Universities. Edward Elgar Publishing, Inc.
Franke, G., & Sarstedt, M. (2019). Heuristics versus statistics in discriminant validity testing: A comparison of four procedures. Internet Research, 29(3), 430–447. https://doi.org/10.1108/INTR-12-2017-0515/FULL/PDF
GHOZALI, I. (2006). Structural equation modeling metode alternatif dengan partial least square (PLS). Badan Penerbit Undip.
Gujarati, D. (2011). Econometrics by Example. New York: Palgrave Macmillan.
Hameed, I., & Irfan, Z. (2019). Entrepreneurship education: A review of challenges, characteristics and opportunities. Entrepreneurship Education, 135–148. https://doi.org/10.1007/s41959-019-00018-z
Hassan, A., Saleem, I., Anwar, I., & Hussain, S. A. (2020). Entrepreneurial intention of Indian university students: The role of opportunity recognition and entrepreneurship education. Education and Training, 62(7–8), 843–861. https://doi.org/10.1108/ET-02-2020-0033/FULL/XML
Indarti, S. (2021). The effects of education and training, management supervision on development of entrepreneurship attitude and growth of small and micro enterprise. International Journal of Organizational Analysis, 29(1), 16–34. https://doi.org/10.1108/IJOA-09-2019-1890/FULL/PDF
Ivanovic-Djukic, M., Lepojevic, V., Stefanovic, S., Stel, A. van, & Petrovic, J. (2018). Entrepreneurship view project contribution of entrepreneurship to economic growth: A comparative analysis of South-East transition and developed European countries. International Review of Entrepreneurship, 16(2), 257–276.
Jahanshahi, A. A., Brem, A., & Shahabinezhad, M. (2018). Does thinking style make a difference in environmental perception and orientation? Evidence from entrepreneurs in post-sanction Iran. Sustainability, 10(5), 1546. https://doi.org/10.3390/SU10051546
Kadir, B., & Shamsudin, M. F. (2019). A case analysis of typhidot: An example of market-oriented R&D commercialization in Malaysia. Article in International Journal of Financial Research, 10(5). https://doi.org/10.5430/ijfr.v10n5p75
Kim, B., Kim, H., & Jeon, Y. (2018). Critical success factors of a design start-up business. Sustainability, 10(9), 2981. https://doi.org/10.3390/SU10092981
Koronios, K., Kriemadis, A., Dimitropoulos, P., & Papadopoulos, A. (2019). A values framework for measuring the influence of ethics and motivation regarding the performance of employees. Business & Entrepreneurship Journal, 8(1), 2241–2312.
Laili, C. N., Djazuli, A., & Indrawati, N. K. (2019). The influence of corporate governance, corporate social responsibility, firm size on firm value: Financial performance as mediation variable. Jurnal Aplikasi Manajemen, 17(1), 179–186. https://doi.org/10.21776/UB.JAM.2019.017.01.20
Lamine, W., Mian, S., Fayolle, A., & Linton, J. D. (2021). Educating scientists and engineers for technology entrepreneurship in the emerging digital era. Technological Forecasting and Social Change, 164, 120552. https://doi.org/10.1016/J.TECHFORE.2020.120552
Lim, J. Y., Kim, G. M., & Kim, E. J. (2021). Predictors of entrepreneurial intention of nursing students based on theory of planned behavior. Journal of Multidisciplinary Healthcare, 14, 533. https://doi.org/10.2147/JMDH.S288532
Linton, G., & Klinton, M. (2019). University entrepreneurship education: A design thinking approach to learning. Journal of Innovation and Entrepreneurship, 8(1), 1–11. https://doi.org/10.1186/S13731-018-0098-Z/FIGURES/1
Looi, K. H., & Maritz, A. (2021). Government institutions, entrepreneurship education and entrepreneurship education programmes in Malaysia. Education + training. 63(2), 271-291.
Malekipour, A., Hakimzadeh, R., Dehghani, M., & Zali, M. R. (2017). Content analysis of curriculum syllabus for the educational technology discipline based on entrepreneurial competencies. Interdisciplinary Journal of Virtual Learning in Medical Sciences, 8(4), 62156. https://doi.org/10.5812/IJVLMS.62156
Memon, A. H., & Rahman, I. A. (2014). SEM-PLS analysis of inhibiting factors of cost performance for large construction projects in Malaysia: Perspective of clients and consultants. The Scientific World Journal, 2014. 1-9. https://doi.org/10.1155/2014/165158
Mohammadali, Z. M., & Abdulkhaliq, S. S. (2019). Prospects and challenges of entrepreneurship development in the kurdistan region of Iraq: An overview. International Journal of Entrepreneurial Knowledge, 7(2), 4–16. https://doi.org/10.37335/IJEK.V7I2.89
Moore, D. S., Nots, W., & Fligner, M. A. (2013). The basic practice of statistics. In Chemistry & … (6th ed.). W.H. Freeman and Co.
Mumi, A. (2020). Effectual entrepreneur and the use of social media for opportunity recognition. Understanding Social Media and Entrepreneurship, 49–67. https://doi.org/10.1007/978-3-030-43453-3_4
Munari, F., Pasquini, M., & Toschi, L. (2015). From the lab to the stock market? The characteristics and impact of university-oriented seed funds in Europe. Journal of Technology Transfer, 40(6), 948–975. https://doi.org/10.1007/S10961-014-9385-4/TABLES/8
Ndofirepi, T. M. (2020). Relationship between entrepreneurship education and entrepreneurial goal intentions: psychological traits as mediators. Journal of Innovation and Entrepreneurship, 9(1), 1–20. https://doi.org/10.1186/S13731-020-0115-X/TABLES/7
Neeson, R., & Billington, L. (2021). Entrepreneurship learning through a collaborative approach to student practical placement / internship. Journal of the International Council for Small Business, 3(1), 68–78. https://doi.org/10.1080/26437015.2021.1965504
Ojo, S. (2021). Black African perceptions of entrepreneurial outcomes in the UK. Society and Business Review, 16(2), 278–305. https://doi.org/10.1108/SBR-06-2020-0087/FULL/PDF
Özsungur, F. (2019). A research on women’s entrepreneurship motivation: Sample of Adana Province. Women’s Studies International Forum, 74, 114–126. https://doi.org/10.1016/J.WSIF.2019.03.006
Paschen, J., Wilson, M., & Ferreira, J. J. (2020). Collaborative intelligence: How human and artificial intelligence create value along the B2B sales funnel. Business Horizons, 63(3), 403–414. https://doi.org/10.1016/J.BUSHOR.2020.01.003
Pauceanu, A. M., Alpenidze, O., Edu, T., & Zaharia, R. M. (2018). What determinants influence students to start their own business? Empirical evidence from United Arab Emirates Universities. Sustainability, 11(1), 92. https://doi.org/10.3390/SU11010092
Pavico, L. P., & Mercado, E. B. (2018). Entrepreneurial orientation among Tarlac State University BS-entrepreneurial students and graduates. Review of Integrative Business and Economic Research, 7(2), 176-181.
Polas, M. R. H., & Raju, V. (2021). Technology and entrepreneurial marketing decisions during COVID-19. Global Journal of Flexible Systems Management, 22(2), 95–112. https://doi.org/10.1007/S40171-021-00262-0/FIGURES/1
Ratten, V., & Usmanij, P. (2021). Entrepreneurship education: Time for a change in research direction? The International Journal of Management Education, 19(1), 100367. https://doi.org/10.1016/J.IJME.2020.100367
Ridout, T. N., Fowler, E. F., & Franz, M. M. (2021). The influence of goals and timing: How campaigns deploy ads on Facebook. Journal of Information Technology & Politics, 18(3), 293–309. https://doi.org/10.1080/19331681.2021.1874585
Salhieh, S. E. M., & Al-Abdalla, Y. (2022). Technopreneurial intentions: The effect of innate innovativeness and academic self-efficacy. Sustainability, 14(1), 238. https://doi.org/https://doi.org/10.3390/su14010238
Sarea, A., Hamdan, A., & al Mubarak, M. (2018). The impact of entrepreneurship education on entrepreneurs’ skills entrepreneurship among graduates in India: Challenges and Impacts of Religious Endowments on Global Economics and Finance. Journal of Entrepreneurship Education, 21. https://doi.org/10.4018/978-1-5225-9377-5.ch009
Sarstedt, M., & Cheah, J. H. (2019). Partial least squares structural equation modeling using SmartPLS: a software review. Journal of Marketing Analytics, 7(3), 196–202. https://doi.org/10.1057/S41270-019-00058-3
Satalkina, L., & Steiner, G. (2020). Digital entrepreneurship and its role in innovation systems: A systematic literature review as a basis for future research avenues for sustainable transitions. Sustainability, 12(7), 2764. https://doi.org/10.3390/SU12072764
Shen, T., Arturo E, O., & Alexander, S. (2017). Does family support matter? The influence of support factors on entrepreneurial attitudes and intentions of college students. Academy of Entrepreneurship Journal, 23(1), 24–43. https://doi.org/10.5465/AMBPP.2017.10901abstract
Shepherd, D. A., & Patzelt, H. (2018). Motivation and entrepreneurial cognition. Entrepreneurial Cognition, 51–103. https://doi.org/10.1007/978-3-319-71782-1_3
Shirokova, G., Osiyevskyy, O., & Bogatyreva, K. (2016). Exploring the intention–behavior link in student entrepreneurship: Moderating effects of individual and environmental characteristics. European Management Journal, 34(4), 386–399. https://doi.org/10.1016/J.EMJ.2015.12.007
Shrestha, N. (2020). Detecting multicollinearity in regression analysis. American Journal of Applied Mathematics and Statistics, 8(2), 39–42. https://doi.org/10.12691/ajams-8-2-1
Shrestha, N. (2021). Factor analysis as a tool for survey analysis. American Journal of Applied Mathematics and Statistics, 9(1), 4–11. https://doi.org/10.12691/ajams-9-1-2
Sinatti, G. (2018). Return migration, entrepreneurship and development: Contrasting the economic growth perspective of Senegal’s diaspora policy through a migrant-centred approach. African Studies, 78(4), 609–623. https://doi.org/10.1080/00020184.2018.1555310
Stoica, O., Roman, A., & Rusu, V. D. (2020). The nexus between entrepreneurship and economic growth: A comparative analysis on groups of countries. Sustainability, 12(3), 1186. https://doi.org/10.3390/SU12031186
Taylor, T., & Geldenhuys, S. (2019). Using partial least squares to measure tourism students’ satisfaction with work-integrated learning. Tourism - Perspectives and Practices.
Turan, M., & Kara, A. (2018). Online social media usage behavior of entrepreneurs in an emerging market: Reasons, expected benefits and intentions. Journal of Research in Marketing and Entrepreneurship, 20(2), 273–291. https://doi.org/10.1108/JRME-09-2016-0034/FULL/PDF
Umais, W., Ayyubi, A., Lelly, W., & Setyanti, H. (2018). The role of self-efficacy as mediating the influence of family environment and social environment on student entrepreneur interest. International Journal Of Scientific & Technology Research, 7(7). www.ijstr.org
Urbano, D., & Aparicio, S. (2016). Entrepreneurship capital types and economic growth: International evidence. Technological Forecasting and Social Change, 102, 34–44. https://doi.org/10.1016/J.TECHFORE.2015.02.018
Urbano, D., Guerrero, M., Ferreira, J. J., & Fernandes, C. I. (2019). New technology entrepreneurship initiatives: Which strategic orientations and environmental conditions matter in the new socio-economic landscape? Journal of Technology Transfer, 44(5), 1577–1602. https://doi.org/10.1007/S10961-018-9675-3/TABLES/4
Vlachopoulou, M., Ziakis, C., Vergidis, K., Madas, M., Canavari, M., Hingley, M., & Luis Vilalta-Perdomo, E. (2021). Analyzing agrifood-tech e-business models. Sustainability, 13(10), 5516. https://doi.org/10.3390/SU13105516
Wang, M., Pan, C., & Ray, P. K. (2021). Technology entrepreneurship in developing countries: Role of telepresence robots in healthcare. IEEE Engineering Management Review, 49(1), 20–26. https://doi.org/10.1109/EMR.2021.3053258
Watson, K., & McGowan, P. (2020). Rethinking competition-based entrepreneurship education in higher education institutions: Towards an effectuation-informed coopetition model. Education and Training, 62(1), 31–46. https://doi.org/10.1108/ET-11-2018-0234/FULL/XML
Wee, M., Yusrey, N., Sadik, M. Z., Razak, N. A., Marmaya, N. H., & Yanto Heri. (2020). Roles of facebook usage among SMEs in Malaysia. International Journal of Academic Research in Business and Social Sciences, 10(3), 723–732. https://doi.org/10.6007/IJARBSS/v10-i3/7085
Wu, Y. J., Yuan, C. H., & Pan, C. I. (2018). Entrepreneurship education: An experimental study with information and communication technology. Sustainability, 10(3), 691. https://doi.org/10.3390/SU10030691
Yan, J. (2012). An empirical examination of the interactive effects of goal orientation, participative leadership and task conflict on innovation in small business. Journal of Development Entrepreneurship , 16(3), 393–408. https://doi.org/10.1142/S1084946711001896
Youssef, A. B., Boubaker, S., Dedaj, B., & Carabregu-Vokshi, M. (2021). Digitalization of the economy and entrepreneurship intention. Technological Forecasting and Social Change, 164, 120043. https://doi.org/10.1016/J.TECHFORE.2020.120043
Zhao, J., & Zhao, X. (2021). A study on guidance and incentive measures for undergraduate entrepreneurship. Open Access Library Journal, 8(5), 1–9. https://doi.org/10.4236/OALIB.1107422