Exploratory Factors and Reliability Analysis of Entrepreneurial quality to Assess Undergraduates Returning to their Hometowns for Entrepreneurship (Faktor Penerokaan dan Analisis Kebolehpercayaan Kualiti Keusahawanan untuk Menilai Siswazah Pulang ke Kampung Halaman untuk Keusahawanan)
Abstract
Entrepreneurial Quality (EQ) emphasizes the pivotal role of intrinsic motivation in shaping outstanding entrepreneurs, driving business success, and fostering economic development at a deeper level. However, research on the dimensions of entrepreneurial quality among university students returning to Shandong, China to start businesses remains insufficient. Therefore, this study aims to establish the reliability of a measurement tool for entrepreneurial quality among university students through exploratory factor analysis (EFA) and reliability analysis. Additionally, this study conducted a self-administered questionnaire survey among Chinese university students. A sample of 150 respondents was randomly selected from university students in Shandong Province, China, who expressed intentions to return to their hometowns for entrepreneurship. To measure the construct of self-directed learning, 15 scale items were retained for data collection, as all item factor loadings exceeded the 0.50 threshold and were not excluded. This study empirically validated the dimensions of entrepreneurial competence development among returning university students, with findings holding significant implications for guiding Chinese students returning to their hometowns to start businesses.
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Abbas, J., Raza, S., Nurunnabi, M., Minai, M. S., & Bano, S. (2019). The impact of entrepreneurial business networks on firms’ performance through a mediating role of dynamic capabilities. Sustainability, 11(11), 3006.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, Theories of Cognitive Self-Regulation, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Alomi, Y. A., & Rayah, I. H. A. A. (2020). Reliability and Validity of Biostatical Analysis used for Pharmacy Research Questionnaire in Saudi Arabia. PTB Reports, 6(3). https://ptbreports.org/wp-content/uploads/2024/06/PTBReports-6-3-96.pdf
Amabile, T. M. (1997). Entrepreneurial Creativity Through Motivational Synergy. The Journal of Creative Behavior, 31(1), 18–26. https://doi.org/10.1002/j.2162-6057.1997.tb00778.x
Amesi, J. (2018). Challenges Hindering the Availability of Instructional Resources for Entrepreneurial Skills Acquisition among Business Education Students in Tertiary Institutions, Rivers State. 4(1).
Ayelotan, O. I. (2024). Influence of Social Capital, Innovation and Creativity Skills on Entrepreneurial Intention and Readiness of Undergraduate Students of Public Polytechnics [Ph.D.]. https://www.proquest.com/docview/3097746895/abstract/A6DFBDD36F664BBAPQ/3
Bodolica, V., Spraggon, M., & Badi, H. (2021). Extracurricular activities and social entrepreneurial leadership of graduating youth in universities from the Middle East. The International Journal of Management Education, 19(2), 100489. https://doi.org/10.1016/j.ijme.2021.100489
Brachert, M., Hyll, W., & Sadrieh, A. (2020). Entry into self-employment and individuals’ risk-taking propensities. Small Business Economics, 55(4), 1057–1074. https://doi.org/10.1007/s11187-019-00173-6
Bradley, S. W., Kim, P. H., Klein, P. G., McMullen, J. S., & Wennberg, K. (2021). Policy for innovative entrepreneurship: Institutions, interventions, and societal challenges. Strategic Entrepreneurship Journal, 15(2), 167–184. https://doi.org/10.1002/sej.1395
Brislin, R. W. (1970). Back-Translation for Cross-Cultural Research. Journal of Cross-Cultural Psychology, 1(3), 185–216. https://doi.org/10.1177/135910457000100301
Brophy, D. R. (1998). Understanding, Measuring, and Enhancing Individual Creative Problem-Solving Efforts. Creativity Research Journal, 11(2), 123–150. https://doi.org/10.1207/s15326934crj1102_4
Carayannis, E. G., Samara, E. T., & Bakouros, Y. L. (2015). Innovation and Entrepreneurship: Theory, Policy and Practice. Springer International Publishing. https://doi.org/10.1007/978-3-319-11242-8
Carroll, G. R., & Mosakowski, E. (1987). The career dynamics of self-employment. Administrative Science Quarterly, 570–589.
Chen, S., & Chen, J. (2023a). Study on the Willingness Dilemma and Support System of College Students Returning to Home for Entrepreneurship under the Background of Rural Revitalization. Journal of Humanities, Arts and Social Science, 7(2). https://www.hillpublisher.com/ArticleDetails/1463
Chen, S., & Chen, J. (2023b). Study on the willingness dilemma and support system of college students returning to home for entrepreneurship under the background of rural revitalization. Journal of Humanities, Arts and Social Science, 7(2). https://www.hillpublisher.com/ArticleDetails/1463
China Central Television Network. (2025, December 7). Innovation Drives New Productive Forces to Flourish. https://m.cyol.com/gb/articles/2025-12/07/content_qb2XWXCpdL.html
Cnossen, B., Loots, E., & Van Witteloostuijn, A. (2019). Individual motivation among entrepreneurs in the creative and cultural industries: A self‐determination perspective. Creativity and Innovation Management, 28(3), 389–402. https://doi.org/10.1111/caim.12315
Coleman, S., Nixon, J., Keen, J., Muir, D., Wilson, L., McGinnis, E., Stubbs, N., Dealey, C., & Nelson, E. A. (2016). Using cognitive pre-testing methods in the development of a new evidenced-based pressure ulcer risk assessment instrument. BMC Medical Research Methodology, 16(1), 158. https://doi.org/10.1186/s12874-016-0257-5
Cooke, P., Heidenreich, M., & Braczyk, H.-J. (2024). Introduction: Regional innovation systems–an evolutionary approach. In Regional innovation systems (pp. 1–18). Routledge. https://www.taylorfrancis.com/chapters/edit/10.4324/9781003572381-1/introduction-philip-cooke-martin-heidenreich-hans-joachim-braczyk
Dess, G. G., & Lumpkin, G. T. (2005). The Role of Entrepreneurial Orientation in Stimulating Effective Corporate Entrepreneurship. Academy of Management Perspectives, 19(1), 147–156. https://doi.org/10.5465/ame.2005.15841975
El-Murad, J., & West, D. C. (2004). The definition and measurement of creativity: What do we know? Journal of Advertising Research, 44(2), 188–201.
Fabrigar, L. R., & Wegener, D. T. (2012). Exploratory factor analysis. Oxford University Press. https://books.google.com/books?hl=zh-CN&lr=&id=O1H0DKmX7TMC&oi=fnd&pg=PP1&dq=Exploratory+Factor+Analysis+(EFA)+has+been+used+when+the+number+of+variables+in+a+collection+is+indeterminate+&ots=cVJSfhpgpl&sig=KsQAKNPct98cnzPZd1Jxtv-pJNI
Faggian, A., Modrego, F., & McCann, P. (2019). Human capital and regional development. Handbook of Regional Growth and Development Theories, 149–171.
Feng, J., Allen, D. G., & Seibert, S. E. (2022). Once an entrepreneur, always an entrepreneur? Entrepreneurial identity, job characteristics, and voluntary turnover of former entrepreneurs in paid employment. Personnel Psychology, 75(1), 179–213. https://doi.org/10.1111/peps.12455
Hair, J. F. (2009). Multivariate data analysis. https://digitalcommons.kennesaw.edu/facpubs/2925/
Hair Jr. F., Gabriel M. L. D. S., & Patel V. K. (2014, May 1). AMOS COVARIANCE-BASED STRUCTURAL EQUATION MODELING (CB-SEM): GUIDELINES ON ITS APPLICATION AS A MARKETING RESEARCH TOOL. | EBSCOhost. https://doi.org/10.5585/remark.v13i2.2718
Hamburg. (2024). Entrepreneurial marketing and performance: Contingent role of market turbulence. Discover Sustainability, 5(1), 492. https://doi.org/10.1007/s43621-024-00710-8
He, W., & Ding, L. (2023). Rural Development and Entrepreneurship: Exploration of Entrepreneurial Intention in Rural Area Among Chinese University Students. Sage Open, 13(3), 21582440231198811. https://doi.org/10.1177/21582440231198811
Howard, M. C. (2016). A Review of Exploratory Factor Analysis Decisions and Overview of Current Practices: What We Are Doing and How Can We Improve? International Journal of Human-Computer Interaction, 32(1), 51–62. https://doi.org/10.1080/10447318.2015.1087664
Huimin, M., Wu, X., Yan, L., Huang, H., Wu, H., Xiong, J., & Zhang, J. (2018). Strategic Plan of “Made in China 2025” and Its Implementation. In Analyzing the Impacts of Industry 4.0 in Modern Business Environments (pp. 1–23). IGI Global Scientific Publishing. https://doi.org/10.4018/978-1-5225-3468-6.ch001
Ibrahim, I. D., & Adeniyi, A. (2024). Cultivating an entrepreneurial mindset to address unemployment through innovation, adaptability and interdisciplinary research. https://doi.org/10.51415/ajims.v6i1.1386
Jiang, J., & Zhang, H. (2024). Study on the Dilemmas and Pathways of College Students Returning to Their Hometowns for Entrepreneurship under the Background of Common Prosperity. Frontiers in Business, Economics and Management, 13(1), 226–229. https://doi.org/10.54097/fem3xx84
Jusoh, N., Ali, M. W., Abdullah, T. A. T., & Husain, A. (2022). Validation construct items for the measurement model of permit to work using exploratory factor analysis. International Journal of Business and Globalisation, 30(3/4), 462. https://doi.org/10.1504/IJBG.2022.123621
Kim, J. S. H. (2020). Self-Employment in Later Life. University of California, Irvine. https://search.proquest.com/openview/39f1bbd128f8186fa21be1a83798df76/1?pq-origsite=gscholar&cbl=18750&diss=y
Kim, J., Terlaak, A., & Yu, N. (2023). A Carnegie perspective on intermittent risk taking in entrepreneurship. Frontiers in Psychology, 14, 1167243.
Kolb, D. A. (2014). Experiential learning: Experience as the source of learning and development. FT press. https://books.google.com/books?hl=zh-CN&lr=&id=jpbeBQAAQBAJ&oi=fnd&pg=PR7&dq=Kolb%27s+theory+of+experiential+learning+posits+that+experience+serves+as+a+significant+source+for+learning,+mindset+transformation,+and+personal+growth%3B+individuals+indeed+learn+from+their+experiences&ots=Vp6QpWZWPe&sig=jG381Sy4tfQepTCl_4Y8i9Tl-xU
Kris, E. (1939). On inspiration. The International Journal of Psycho-Analysis, 20, 377.
Liang, H., & Huang, W. (2025). Technological Innovation Spurring New Quality Productive Forces and Its Global Effect. China Finance and Economic Review, 14(1), 50–69. https://doi.org/10.1515/cfer-2025-0003
Liu, D. (2024). Academic management innovation to foster teacherpreneur competency of normal university students in Yunnan province, China. https://digital.car.chula.ac.th/chulaetd/74320/
Lynn, M. R. (1986). Determination and quantification of content validity. Nursing Research, 35(6), 382–386.
Matyushok, V., Krasavina, V., Berezin, A., & García, J. S. (2021). The global economy in technological transformation conditions: A review of modern trends. Economic Research-Ekonomska Istraživanja, 34(1), 1471–1497. https://doi.org/10.1080/1331677X.2020.1844030
McCuen, R. H. (2023). Critical Thinking, Idea Innovation, and Creativity. CRC Press. https://www.taylorfrancis.com/books/mono/10.1201/9781003380443/critical-thinking-idea-innovation-creativity-richard-mccuen
Miranda, C., Goñi, J., Pickenpack, A., & Sotomayor, T. (2022). The ethical implications of collecting data in educational settings: Discussion on the technology and engineering attitude scale (TEAS) and its psychometric validation for assessing a pre-engineering design program. International Journal of Technology and Design Education, 32(3), 1495–1513.
Mohammed, M., & Zheng, M. (2023). The impact of macroeconomic factorson the propensity of risk: How macroeconomic factors influence the level of risk in different stock market. https://www.diva-portal.org/smash/record.jsf?pid=diva2:1799025
Motta, V. F., & Galina, S. V. R. (2023). Experiential learning in entrepreneurship education: A systematic literature review. Teaching and Teacher Education, 121, 103919.
Mujtaba, G., Zulkiffli, S. N. ‘Atikah, Padlee, S. F., Mohamed, W. N., & Sukri, N. K. A. (2025a). Impact of entrepreneurial inspiration, awareness, and skills on university students’ entrepreneurial intentions: The mediating role of entrepreneurial education. Administrative Sciences, 15(1), 15.
Mujtaba, G., Zulkiffli, S. N. ‘Atikah, Padlee, S. F., Mohamed, W. N., & Sukri, N. K. A. (2025b). Impact of entrepreneurial inspiration, awareness, and skills on university students’ entrepreneurial intentions: The mediating role of entrepreneurial education. Administrative Sciences, 15(1), 15.
Mujtaba, G., Zulkiffli, S. N. ‘Atikah, Padlee, S. F., Wan, N. M., & Sukri, N. K. A. (2025). Impact of Entrepreneurial Inspiration, Awareness, and Skills on University Students’ Entrepreneurial Intentions: The Mediating Role of Entrepreneurial Education. Administrative Sciences, 15(1). https://doi.org/10.3390/admsci15010015
Munir, H., Ramzan, S., Wang, M., Rasool, Y., Sumbal, M. S., & Iqbal, A. (2022). Combining the social cognitive career theory, contextual factors and entrepreneurship education programs in intention-based model: A tale of two diverse regions. Journal of Entrepreneurship in Emerging Economies, 14(3), 392–421.
Murnieks, C. Y., Klotz, A. C., & Shepherd, D. A. (2020a). Entrepreneurial motivation: A review of the literature and an agenda for future research. Journal of Organizational Behavior, 41(2), 115–143. https://doi.org/10.1002/job.2374
Murnieks, C. Y., Klotz, A. C., & Shepherd, D. A. (2020b). Entrepreneurial motivation: A review of the literature and an agenda for future research. Journal of Organizational Behavior, 41(2), 115–143. https://doi.org/10.1002/job.2374
Neff, G. (2012). Venture labor: Work and the burden of risk in innovative industries. MIT press. https://books.google.com/books?hl=zh-CN&lr=&id=n7SyxTXy0sYC&oi=fnd&pg=PR7&dq=++Venture+development,+while+often+yielding+comparable+average+returns+to+wage+employment,+is+inherently+riskier+due+to+the+far+higher+variability+in+its+payoffs.&ots=ZwCKviMtgN&sig=wB2FpOwTOFyd5nCIZd4qUMp-ums
NEWS. (2025, January 2). Top Ten Industries Outlook 2025: New Quality Productivity Paves the Way for a New Journey Across All Sectors. http://www.news.cn/finance/20250102/7fa77c1b9de84228a3d2e3bb6c6c8a1d/c.html
Ng, T. (2023). Factors affecting the decision to study abroad to start a business of students at the University of Food Industry in Ho Chi Minh City.
Pallant, J. (2020). SPSS Survival Manual: A step by step guide to data analysis using IBM SPSS (7th edn). Routledge. https://doi.org/10.4324/9781003117452
Pennetta, S., Anglani, F., & Mathews, S. (2023). Navigating through entrepreneurial skills, competencies and capabilities: A systematic literature review and the development of the entrepreneurial ability model. Journal of Entrepreneurship in Emerging Economies, 16(4), 1144–1182. https://doi.org/10.1108/JEEE-09-2022-0257
Piergiovanni, R., Carree, M. A., & Santarelli, E. (2012). Creative industries, new business formation, and regional economic growth. Small Business Economics, 39(3), 539–560. https://doi.org/10.1007/s11187-011-9329-4
Polit, D. F., & Beck, C. T. (2006). The content validity index: Are you sure you know what’s being reported? critique and recommendations. Research in Nursing & Health, 29(5), 489–497. https://doi.org/10.1002/nur.20147
Prasad Singh, P., & Murugesan, S. (2025). CONVERGENCE OF CUTTING-EDGE TECHNOLOGIES: INNOVATIONS IN GENETIC ENGINEERING, BIOTECHNOLOGY, AI, AND QUANTUM COMPUTING (pp. 25–39).
Pundziene, A., Nikou, S., & Bouwman, H. (2022). The nexus between dynamic capabilities and competitive firm performance: The mediating role of open innovation. European Journal of Innovation Management, 25(6), 152–177.
Rahman, A. A. (2023). International Journal of Educational Methodology. https://pdf.ijem.com/IJEM_9_4_671.pdf
Rahman, A. A., Sahid, S., & Nasri, N. M. (2023). Exploratory Factors and Reliability Analysis of Active Learning Techniques Instruments to Assess Business Subjects of Secondary School Students in Malaysia. International Journal of Educational Methodology, 9(4), 671–684.
Ranasinghe, H. K. G. S., Yajid, M. S. A., Khatibi, A., & Azam, S. F. (2018). A systematic literature analysis on entrepreneurial orientation and business performance. Journal of Business Economics and Finance, 7(3), 269–287.
Reimers, F. M. (2024). Entrepreneurship education to improve the world:The role of the sustainable development goals to stimulate innovation in higher education. Entrepreneurship Education, 7(3), 203–217. https://doi.org/10.1007/s41959-024-00127-4
Rogow, A. A. (1957). Models of Man: Social and Rational. JSTOR. https://www.jstor.org/stable/2109314
Roy, R., & Das, N. (2022a). Exploring entrepreneurial intention among engineering students in India: A multiple basket approach. International Journal of Technology and Design Education, 32(1), 555–584. https://doi.org/10.1007/s10798-020-09596-9
Roy, R., & Das, N. (2022b). Exploring entrepreneurial intention among engineering students in India: A multiple basket approach. International Journal of Technology and Design Education, 32(1), 555–584. https://doi.org/10.1007/s10798-020-09596-9
Schindler, I., Zink, V., Windrich, J., & Menninghaus, W. (2013). Admiration and adoration: Their different ways of showing and shaping who we are. Cognition & Emotion, 27(1), 85–118. https://doi.org/10.1080/02699931.2012.698253
Shao, L., Miao, Y., Ren, S., Cai, S., & Fan, F. (2024). Designing a framework for entrepreneurship education in Chinese higher education: A theoretical exploration and empirical case study. Humanities and Social Sciences Communications, 11(1), 519. https://doi.org/10.1057/s41599-024-03024-2
Shapira, Z. (1995). Risk taking: A managerial perspective. Russell Sage Foundation. https://books.google.com/books?hl=zh-CN&lr=&id=e_AWAwAAQBAJ&oi=fnd&pg=PR7&dq=Risk-taking+is+a+fundamental+focus+of+investigation+for+several+schools+of+economic+and+management+theory&ots=W2adH-28ix&sig=loZxbSohv0HrAGbaQY9E1t4XxAI
Shkeer, A. S., & Awang, Z. (2019a). Exploring the items for measuring the marketing information system construct: An exploratory factor analysis. International Review of Management and Marketing, 9(6), 87.
Shkeer, A. S., & Awang, Z. (2019b). EXPLORING THE ITEMS FOR MEASURING THE MARKETING INFORMATION SYSTEM CONSTRUCT: AN EXPLORATORY FACTOR ANALYSIS. International Review of Management and Marketing, 9(6), 87–97. https://doi.org/10.32479/irmm.8622
Storper, M., & Scott, A. J. (2009). Rethinking human capital, creativity and urban growth. Journal of Economic Geography, 9(2), 147–167.
Su, X., Liu, S., Zhang, S., & Liu, L. (2020). To be happy: A case study of entrepreneurial motivation and entrepreneurial process from the perspective of positive psychology. Sustainability, 12(2), 584.
Trimpop, R. M. (1994). The psychology of risk taking behavior (Vol. 107). Elsevier. https://books.google.com/books?hl=zh-CN&lr=&id=rI4c24VTriEC&oi=fnd&pg=PP1&dq=+focusing+specifically+on+a+distinct+form+of+risk-taking:+intermittent+risk-taking,+characterized+by+decision-makers+oscillating+between+risk+acceptance+and+avoidance.&ots=RkNIzC7Qlv&sig=tK3HxN3ToicnORw7cJNu3fuAfbM
Westhead, P., & Wright, M. (1998). Novice, portfolio, and serial founders: Are they different? Journal of Business Venturing, 13(3), 173–204.
Wilhelm, D. (1981). Creative Alternatives to Communism: Guidelines for the Future. Ardent Media.
Yahaya, T. A. B., Idris, K., Suandi, T., & Ismail, I. A. (2018). Adapting instruments and modifying statements: The confirmation method for the inventory and model for information sharing behavior using social media. Management Science Letters, 271–282. https://doi.org/10.5267/j.msl.2018.4.021
Yusuf, S. (2009). From creativity to innovation. Technology in Society, 31(1), 1–8.
Zhang, J., Li, M., Wang, W., & Wang, L. (2025). The Construction and Practice of Using a Fuzzy Comprehensive Evaluation System for Project Maturity Based on the Sustainable Development of Entrepreneurship Among Chinese University Students. Sustainability, 17(2), 703. https://doi.org/10.3390/su17020703
Zhang, W., Li, Y., Zeng, Q., Zhang, M., & Lu, X. (2022). Relationship between entrepreneurship education and entrepreneurial intention among college students: A meta-analysis. International Journal of Environmental Research and Public Health, 19(19), 12158.
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