Validation Studies a Questionnaire Developed to Measure Incubator Business Technology Performance using PLS-SEM Approach
DOI:
https://doi.org/10.25077/aijaset.v4i1.132Abstract
This research aims to collect data nationally using a questionnaire based on statements related to the performance factors of the Technology Business Incubator in Indonesia. This research uses the Structural Equation Modeling (SEM) method to test the validity and reliability of adapted scales. There are five stages starting with an outer model test to test the validity and reliability of the questionnaire's feasibility. The population in this research are organizations that are affiliated with the Indonesian Business Incubator Association (AIBI) and Ministry of Research, Technology and Higher Education, including business incubators belonging to ministries, local governments, the private sector and universities, there are 182 Technology Business Incubators in Indonesia. Testing in this research looks at whether the questions in the questionnaire are valid or not by going through two stages of convergent validity and discriminant validity. The first stage is convergent validity that aim of finding out the correlation between indicators and their latent variables. The second stage is discriminant validity which aims to find out whether the latent variable has adequate discriminant value and this was done to find out whether the statement items in the questionnaire were reliable and consistent in measuring the same symptoms in respondents. This research looks at the results of convergent validity analysis to consider the results of factor loading indicators on relevant factors, the results of testing the validity of all factors with a value greater than 0.50, one of which is an AVE value of 0.550, indicating that the indicators in these variables have a strong contribution in measuring the desired construct, and the reliability test of all variables is reliable because it exceeds 0.70, one of which is the facility variable which has a value of 0.858.
References
Ahammad, S.M., Nahar, B., & Khan, S.A.A. (2019). A comparative Analysis on Wage Rate & Living Standard of Workers between Ventura Leatherware Mfy (BD) Ltd. & Mazen (BD) Industries Ltd. International Journal of Science and Business, 3 (3), 1–15.
Alpenidze, O., Pauceanu, A.M., & Sanyal, S. (2019). Key success factors for business incubators in Europe: An empirical study. Academy of Entrepreneurship Journal, 25 (1), 1–13.
Barney, J., Wright, M., & Ketchen Jr, D. J. (2001). The resource-based view of the firm: Ten years after 1991. Journal of Management, 27 (6), 625–641.
Chen, S., Chen, X., Cheng, Q., & Shevlin, T. (2010). Are family firms more tax aggressive than non-family firms. Journal of Financial Economics, 95 (1), 41–61.
Danuri, M. (2019). Perkembangan dan transformasi teknologi digital. Infokam Scientific Journal, 15 (2).
F. Firdaus, c. hudaya, A Salam, A. (2023). Efektifita Inkubator bisnis terhadap pendampingan komunita usaha. Owner, 7 (1), 820–828.
Febrianto, A. (2016). Analisis Pengukuran Kinerja Perusahaan dengan Metode Pendekatan Balanced Scorecard (Studi Kasus Pada Koperasi Simpan Pinjam (KSP) Lohjinawe Rembang). Thesis: Diponegoro University.
Hair, J., Black, W., Babin, B., & Anderson, R. (2010). Multivariate Data Analysis: A Global Perspective.
Hair, JF, Hult, GTM, Ringle, CM, & Sarstedt, Marko. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). SAGE.
Hair, J.F., Ringle, C.M. and Sarstedt, M. (2011), “PLS-SEM: indeed a silver bullet”, Journal of Marketing Theory and Practice, Vol. 19 No. 2, pp. 139-152.
Henseler, J., Ringle, C.M. and Sarstedt, M. (2015), “A new criterion for assessing discriminant validity in variance-based structural equation modeling”, Journal of the Academy of Marketing Science, Vol. 43 No. 1, pp. 115-135.
Islamy, FJ, Andriani, R., & Nurjaman, R. (2021). Knowledge Based View: Pengaruh Knowledge Management Terhadap Kinerja Perguruan Tinggi Pada Masa Pandemi Covid-19. Idaarah: Journal of Educational Management, 5 (2), 188. https://doi.org/10.24252/idaarah.v5i2.22274
Kiran, R., & Bose, S.C. (2020). Stimulating business incubation performance: Role of networking, university linkage and facilities. Technology Analysis & Strategic Management, 32 (12), 1407–1421.
Lalkaka, R. (2002). Technology business incubators to help build an innovation-based economy. Journal of Change Management, 3 (2), 167–176.
Liao, S., Fei, W.-C., & Liu, C.-T. (2008). Relationships between knowledge inertia, organizational learning and organizational innovation. Technovation, 28 (4), 183–195.
Lutfiani, N., Rahardja, U., & Manik, ISP (2020). Peran inkubator bisnis dalam membangun startup pada perguruan tinggi. Journal of Economics and Business Research, 5 (1), 77–89.
M'Chirgui, Z. (2012). Assessing the performance of business incubators: recent French evidence. Business and Management Research, 1 (1), 62–76.
Michael, S. C., & Pearce, J. A. (2009). The need for innovation as a rationale for government involvement in entrepreneurship. Entrepreneurship and Regional Development, 21 (3), 285–302.
Mumtaha, HA, & Khoiri, HA (2019). Analisis dampak perkembangan revolusi industri 4.0 dan society 5.0 pada perilaku masyarakat ekonomi (e-commerce). PILLAR TECHNOLOGY JOURNAL Scientific Journal of Engineering Sciences, 4 (2).
Mushlimah, N., Jusriadi, E., & Romadhoni, B. (2022). Analisis Pertumbuhan Bisnis Startup Techno Digital Pada Masa Pandemi Covid-19 di Kota Makassar. SEIKO: Journal of Management & Business, 5 (1), 111–120.
Pereira, V., & Bamel, U. (2021). Extending the resource and knowledge based view: A critical analysis into its theoretical evolution and future research directions. Journal of Business Research, 132, 557–570.
Ravindran, D. S., & Kumar, R. (2012). An empirical study on service quality perceptions and continuity intention in mobile banking context in India. Journal of Internet Banking and Commerce, 17 (1), 1–22.
Rooney, D., Hearn, G., & Kastelle, T. (2012). Knowledge is people doing things, knowledge economies are people doing things with better outcomes for more people. Handbook on the Knowledge Economy, 2, 1–14.
Rothaermel, F.T., & Thursby, M. (2005). Incubator firm failure or graduation?: The role of university linkages. Research Policy, 34 (7), 1076–1090.
Rukmana, AY, Indonesia, UP, Harto, B., Meltareza, R., & Pembangunan, UI (2023). Business incubator in college.
Smilor, R. W. (1987). Commercializing technology through new business incubators. Research Management, 30 (5), 36–41.
Teece, D.J. (2010). Business models, business strategy and innovation. Long Range Planning, 43 (2–3), 172–194.
Teofilus, T., Ardyan, E., Sutrisno, TFCW, Sabar, S., & Sutanto, V. (2022). Managing Organizational Inertia: Indonesian Family Business Perspective. Frontiers in Psychology, 13 (May). https://doi.org/10.3389/fpsyg.2022.839266
Wibowo, L.A., Lisnawati, L., & Sulastri. (2021). Akselerasi Digital Startup Mahasiswa Universitas Pendidikan Indonesia Berbasis Executive Coaching Model.
Wulan, VR, & Hermanto, A. (2019). Sociopreneurship business incubator design based on information technology as an innovative solution for enhancing community welfare. . . IJEBD (International Journal Of Entrepreneurship And Business Development), 2 (2), 240–254.
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