Understanding the startup’s intention of digital marketing’s learners: An application of the theory of planned behavior (TPB) and technology acceptance method (TAM)

References

• Abdullah, F., Ward, R., & Ahmed, E. (2016). Investigating the influence of the most commonly used external variables of TAM on students’ perceived ease of use (PEOU) and perceived usefulness (PU) of e-portfolios. Computers in Human Behavior, 63, 75–17. https://doi.org/10.1016/j.chb.2016.05.014
   Web of Science ®Google Scholar
• Agarwal, S., Ramadani, V., Gerguri-Rashiti, S., Agrawal, V., & Dixit, J. K. (2020). Inclusivity of entrepreneurship education on entrepreneurial attitude among young community: Evidence from India. Journal of Enterprising Communities, 14(2), 299–319. https://doi.org/10.1108/JEC-03-2020-0024
   Google Scholar
• Ahlstrom, D., Chang, A. Y., & Cheung, J. S. T. (2019). Encouraging entrepreneurship and economic growth. Journal of Risk and Financial Management, 12(4), 178. https://doi.org/10.3390/jrfm12040178
   Web of Science ®Google Scholar
• Ajzen, I. (1991a). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
   Web of Science ®Google Scholar
• Ajzen, I. (1991b). The theory of planned behavior organizational behavior and human decision processes. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-597891290020-T
   Web of Science ®Google Scholar
• Ajzen, I. (2002). Perceived behavior control, self-efficacy, locus of control, and the theory of planned behavior. Journal of Applied Social Psychology, 32(4), 665–683. https://doi.org/10.1111/j.1559-1816.2002.tb00236.x
   Web of Science ®Google Scholar
• Arya, V., Sethi, D., & Paul, J. (2019). Does digital footprint act as a digital asset? – Enhancing brand experience through remarketing. International Journal of Information Management, 49, 142–156. https://doi.org/10.1016/j.ijinfomgt.2019.03.013
   Web of Science ®Google Scholar
• Ayu, S. F., Iskandarini, & Fatoni, R. B. M. I. (2021). Factors affecting risk perceptions of young entrepreneurs in agricultural startup business. IOP Conference Series, 782(2), 22055–. https://doi.org/10.1088/1755-1315/782/2/022055
   Google Scholar
• Barnard-Brak, L., Burley, H., & Crooks, S. M. (2010). Explaining youth mentoring behavior using a theory of planned behavior perspective. International Journal of Adolescence and Youth, 15(4), 365–379. https://doi.org/10.1080/02673843.2010.9748040
   Google Scholar
• Bignotti, A., & le Roux, I. (2020). Which types of experience matter? The role of prior start-up experiences and work experience in fostering youth entrepreneurial intentions. International Journal of Entrepreneurial Behaviour & Research, 26(6), 1181–1198. https://doi.org/10.1108/IJEBR-10-2019-0577
   Web of Science ®Google Scholar
• Catalano, H. P., Knowlden, A. P., Birch, D. A., Leeper, J. D., Paschal, A. M., & Usdan, S. L. (2017). Using the theory of planned behavior to predict HPV vaccination intentions of college men. Journal of American College Health, 65(3), 197–207. https://doi.org/10.1080/07448481.2016.1269771
   PubMed Web of Science ®Google Scholar
• Chahal, R., & Chakraborti, J. (2018). Digital Marketing 2.0. Himalaya Publishing House.
   Google Scholar
• Chakraborti, J., Dutta, A., & Jana, B. (2022). Digital marketing adoption among startups in India: A systematic review and bibliometric analysis. Journal of Information & Optimization Sciences, 43(6), 1301–1309. https://doi.org/10.1080/02522667.2022.2117329
   Web of Science ®Google Scholar
• Conner, M., & Armitage, C. J. (1998). Extending the theory of planned behavior: A review and avenues for further research. Journal of Applied Social Psychology, 28(15), 1429–1464. https://doi.org/10.1111/j.1559-1816.1998.tb01685.x
   Web of Science ®Google Scholar
• Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008
   Web of Science ®Google Scholar
• Emini, A., & Merovci, S. (2021). Do-it-yourself marketing and digital marketing adoption: evidence from a developing country. Business Systems Research, 12(2), 1–16. https://doi.org/10.2478/bsrj-2021-0016
   Google Scholar
• Esfandiar, K., Sharifi-Tehrani, M., Pratt, S., & Altinay, L. (2019). Understanding entrepreneurial intentions: A developed integrated structural model approach. Journal of Business Research, 94, 172–182. https://doi.org/10.1016/j.jbusres.2017.10.045
   Web of Science ®Google Scholar
• Fatoki, O. (2022). Determinants of intention to purchase photovoltaic panel system: An integration of technology acceptance model and theory of planned behaviour. International Journal of Energy Economics & Policy, 12(3), 432–440. https://doi.org/10.32479/ijeep.12931
   Google Scholar
• Ferreira, J. J., Fernandes, C. I., Veiga, P. M., & Gerschewski, S. (2023). Interlinking institutions, entrepreneurship and economic performance. International Journal of Entrepreneurial Behaviour & Research. https://doi.org/10.1108/IJEBR-07-2022-0640
   Web of Science ®Google Scholar
• Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention and behaviour: An introduction to theory and research. Addison-Wesley.
   Google Scholar
• Gobey, M., & Matikonis, K. (2021). Small business property tax reductions and job growth. Small Business Economics, 56(1), 277–292. https://doi.org/10.1007/s11187-019-00219-9
   Web of Science ®Google Scholar
• Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (Eighth edition ed.). Cengage.
   Google Scholar
• Husain, F., Shahnawaz, M. G., Khan, N. H., Parveen, H., & Savani, K. (2021). Intention to get COVID-19 vaccines: Exploring the role of attitudes, subjective norms, perceived behavioral control, belief in COVID-19 misinformation, and vaccine confidence in Northern India. Human Vaccines & Immunotherapeutics, 17(11), 3941–3953. https://doi.org/10.1080/21645515.2021.1967039
   PubMed Web of Science ®Google Scholar
• Joo, J., & Sang, Y. (2013). Exploring Koreans’ smartphone usage: An integrated model of the technology acceptance model and uses and gratifications theory. Computers in Human Behavior, 29(6), 2512–2518. https://doi.org/10.1016/j.chb.2013.06.002
   Web of Science ®Google Scholar
• Kaya, T., Erkut, B., & Thierbach, N. (2019). Entrepreneurial Intentions of Business and Economics Students in Germany and Cyprus: A Cross-Cultural Comparison. Sustainability, 11(5), 1437. https://doi.org/10.3390/su11051437
   Google Scholar
• Kenneth-Southworth, E., Watters, C., & Gu, C. (2018). Entrepreneurship in China: A review of the role of normative documents in China’s legal framework for encouraging entrepreneurship. Entrepreneurial Business and Economics Review, 6(4), 71–85. https://doi.org/10.15678/EBER.2018.060404
   Web of Science ®Google Scholar
• Khan, M. A. I. A. A. (2019). Dynamics encouraging women towards embracing entrepreneurship: Case study of Mena countries. International Journal of Gender and Entrepreneurship, 11(4), 379–389. https://doi.org/10.1108/IJGE-01-2019-0017
   Web of Science ®Google Scholar
• Kotler, P. (2010). Principles of Marketing: A South Asian perspective, 13/E. Pearson Education India.
   Google Scholar
• Kusumojanto, D. D., Wibowo, A., Kustiandi, J., & Narmaditya, B. S. (2021). Do entrepreneurship education and environment promote students’ entrepreneurial intention? the role of entrepreneurial attitude. Cogent Education, 8(1). https://doi.org/10.1080/2331186X.2021.1948660
   Web of Science ®Google Scholar
• Lee, Y. Y., Falahat, M., & Sia, B. K. (2021). Drivers of digital adoption: A multiple case analysis among low and high-tech industries in Malaysia. Asia-Pacific Journal of Business Administration, 13(1), 80–97. https://doi.org/10.1108/APJBA-05-2019-0093
   Web of Science ®Google Scholar
• Liu, R.-D., Wang, J., Gu, D., Ding, Y., Oei, T. P., Hong, W., Zhen, R., & Li, Y.-M. (2019). The effect of parental phubbing on teenager’s mobile phone dependency behaviors: The mediation role of subjective norm and dependency intention. Psychology Research and Behavior Management, 12, 1059–1069. https://doi.org/10.2147/PRBM.S224133
   PubMed Web of Science ®Google Scholar
• Mat, S. C., Maat, S. M., & Mohd, N. (2015). Identifying factors that affecting the entrepreneurial intention among engineering technology students. Procedia - Social & Behavioral Sciences, 211, 1016–1022. https://doi.org/10.1016/j.sbspro.2015.11.135
   Google Scholar
• 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
   Google Scholar
• Moses, P., Wong, S. L., Bakar, K. A., & Mahmud, R. (2013). Perceived usefulness and perceived ease of use: antecedents of attitude towards laptop use among science and mathematics teachers in Malaysia. The Asia-Pacific Education Researcher, 22(3), 293–299. https://doi.org/10.1007/s40299-012-0054-9
   Web of Science ®Google Scholar
• Mukhtar, S., Wardana, L. W., Wibowo, A., & Narmaditya, B. S. (2021). Does entrepreneurship education and culture promote students’ entrepreneurial intention? The mediating role of entrepreneurial mindset. Cogent Education, 8(1). https://doi.org/10.1080/2331186X.2021.1918849
   Web of Science ®Google Scholar
• Mykolenko, O., Ippolitova, I., Doroshenko, H., & Strapchuk, S. (2022). The impact of entrepreneurship education and cultural context on entrepreneurial intentions of Ukrainian students: The mediating role of attitudes and perceived control. Higher Education, Skills & Work-Based Learning, 12(3), 519–536. https://doi.org/10.1108/HESWBL-08-2020-0190
   Web of Science ®Google Scholar
• Ngota, B. L., Rajkaran, S., & Mang’unyi, E. E. (2019). African Immigrant Entrepreneurs in South Africa: Exploring Their Economic Contributions. Entrepreneurial Business and Economics Review, 7(4), 33–55. https://doi.org/10.15678/EBER.2019.070403
   Web of Science ®Google Scholar
• Nguyen, T. T. (2020). The impact of access to finance and environmental factors on entrepreneurial intention: The mediator role of entrepreneurial behavioural control. Entrepreneurial Business and Economics Review, 8(2), 127–140. https://doi.org/10.15678/EBER.2020.080207
   Web of Science ®Google Scholar
• Nowiński, W., & Haddoud, M. Y. (2019). The role of inspiring role models in enhancing entrepreneurial intention. Journal of Business Research, 96, 183–193. https://doi.org/10.1016/j.jbusres.2018.11.005
   Web of Science ®Google Scholar
• Otache, I., Edopkolor, J. E., & Okolie, U. C. (2021). Entrepreneurial self-confidence, perceived desirability and feasibility of hospitality business and entrepreneurial intentions of hospitality management technology students. The International Journal of Management Education, 19(2), 100507–. https://doi.org/10.1016/j.ijme.2021.100507
   Web of Science ®Google Scholar
• Pan, J. Y., & Liu, D. (2022). Mask-wearing intentions on airplanes during COVID-19 – Application of theory of planned behavior model. Transport Policy, 119, 32–44. https://doi.org/10.1016/j.tranpol.2022.01.023
   PubMed Web of Science ®Google Scholar
• Parikh, A., Patel, J. D., & Jaiswal, A. K. (2021). Managing job applications online: Integrating website informativeness and compatibility in theory of planned behaviour and technology acceptance model. Decision (Calcutta), 48(1), 97–113. https://doi.org/10.1007/s40622-020-00266-2
   Web of Science ®Google Scholar
• Peng, H., & Walid, L. (2022). The effects of entrepreneurs’ perceived risks and perceived barriers on sustainable entrepreneurship in Algeria’s SMEs: The mediating role of government support. Sustainability, 14(17), 11067. https://doi.org/10.3390/su141711067
   Web of Science ®Google Scholar
• Radukić, S., & Petrović, J. (2019). An analysis of the development of entrepreneurship in the republic of Serbia with a special focus on female Entrepreneurship. Journal of Women’s Entrepreneurship and Education, 1(1–2), 1–16. https://doi.org/10.28934/jwee19.12.pp1-16
   Google Scholar
• Shah, S. F. A., Ginossar, T., Bentley, J. M., Zimet, G., & McGrail, J. P. (2021). Using the Theory of Planned behavior to identify correlates of HPV vaccination uptake among college students attending a rural university in Alabama. Vaccine, 39(51), 7421–7428. https://doi.org/10.1016/j.vaccine.2021.10.082
   PubMed Web of Science ®Google Scholar
• Shanka, M. S., & Gebremariam Kotecho, M. (2023). Combining rationality with morality - integrating theory of planned behavior with norm activation theory to explain compliance with COVID-19 prevention guidelines. Psychology, Health and Medicine, 28(2), 305–315. https://doi.org/10.1080/13548506.2021.1946571
   PubMed Web of Science ®Google Scholar
• Sharma, A., Dwivedi, Y. K., Arya, V., & Siddiqui, M. Q. (2021). Does SMS advertising still have relevance to increase consumer purchase intention? A hybrid PLS-SEM-neural network modelling approach. Computers in Human Behavior, 124, 106919. https://doi.org/10.1016/j.chb.2021.106919
   Web of Science ®Google Scholar
• Shi, H., Fan, J., & Zhao, D. (2017). Predicting household PM2.5-reduction behavior in Chinese urban areas: An integrative model of theory of planned behavior and norm activation theory. Journal of Cleaner Production, 145, 64–73. https://doi.org/10.1016/j.jclepro.2016.12.169
   Web of Science ®Google Scholar
• Suratno Narmaditya, B. S., & Wibowo, A. (2021). Family economic education, peer groups and students’ entrepreneurial intention: The mediating role of economic literacy. Heliyon, 7(4), e06692–e06692. https://doi.org/10.1016/j.heliyon.2021.e06692
   PubMed Web of Science ®Google Scholar
• Tahar, A., Riyadh, H. A., Sofyani, H., & Purnomo, W. E. (2020). Perceived ease of use, perceived usefulness, perceived security and intention to use E-Filing: The role of technology readiness. The Journal of Asian Finance, Economics & Business, 7(9), 537–547. https://doi.org/10.13106/jafeb.2020.vol7.no9.537
   Web of Science ®Google Scholar
• Taufik, N., & Hanafiah, M. H. (2019). Airport passengers’ adoption behavior towards self-check-in Kiosk Services: The roles of perceived ease of use, perceived usefulness and need for human interaction. Heliyon, 5(12), e02960–e02960. https://doi.org/10.1016/j.heliyon.2019.e02960
   PubMed Web of Science ®Google Scholar
• Taylor, S., & Todd, P. (1995). Decomposition and crossover effects in the theory of planned behavior: A study of consumer adoption intentions. International Journal of Research in Marketing, 12(2), 137–155. https://doi.org/10.1016/0167-8116(94)00019-K
   Google Scholar
• Toraman, Y. (2022). User acceptance of metaverse: insights from technology acceptance model (TAM) and Planned Behavior Theory (PBT). Emerging Markets Journal, 12(1), 67–75. https://doi.org/10.5195/emaj.2022.258
   Google Scholar
• Turulja, L., Veselinovic, L., Agic, E., & Pasic-Mesihovic, A. (2020). Entrepreneurial intention of students in Bosnia and Herzegovina: What type of support matters? Economic Research - Ekonomska Istraživanja, 33(1), 2713–2732. https://doi.org/10.1080/1331677X.2020.1730216
   Web of Science ®Google Scholar
• Vamvaka, V., Stoforos, C., Palaskas, T., & Botsaris, C. (2020). Attitude toward entrepreneurship, perceived behavioral control, and entrepreneurial intention: Dimensionality, structural relationships, and gender differences. Journal of Innovation and Entrepreneurship, 9(1), 1–26. https://doi.org/10.1186/s13731-020-0112-0
   Google Scholar
• Vicente, P., Marques, C., & Reis, E. (2021). Willingness to pay for environmental quality: The effects of pro-environmental behavior, perceived behavior control, environmental activism, and educational level. SAGE Open, 11(4), 215824402110252–. https://doi.org/10.1177/21582440211025256
   Web of Science ®Google Scholar
• Wang, L., Zhang, Q., & Wong, P. P. W. (2022). Purchase intention for green cars among Chinese millennials: Merging the value-attitude-behavior theory and theory of planned behavior. Frontiers in Psychology, 13, 786292–786292. https://doi.org/10.3389/fpsyg.2022.786292
   PubMedGoogle Scholar
• Yarmohammadi, S., Mousavi, S., Ajori, L., Mohammadzade, F., & Marashi, T. (2021). Impact of attitude, subjective norms and perceived behavioral control on health behaviors among women with low-risk HPV, and the mediating role of behavioral intention: An interventional study. International Journal of Health Promotion and Education, Ahead-Of-Print(ahead-Of-Print), 1–13. https://doi.org/10.1080/14635240.2021.1995776
   Google Scholar
• Yarmohammadi, S., Mousavi, S., Ajori, L., Mohammadzade, F., & Marashi, T. (2023). Impact of attitude, subjective norms and perceived behavioral control on health behaviors among women with low-risk HPV, and the mediating role of behavioral intention: An interventional study. International Journal of Health Promotion and Education, 61(2), 70–82
   Web of Science ®Google Scholar