Research on Technology-Organizational-Environment (TOE) has been extensively conducted in various fields. However, research on TOE is still lacking in the context of e-commerce adoption, specifically in the context of urban women entrepreneurs. This study aims to develop an e-commerce adoption and TOE-related instrument that suits the context of Malaysian urban women entrepreneurs. The TOE instrument was adopted and adapted from previous researchers, and Exploratory Factor Analysis (EFA) was used to validate the construct. Using a simple random sampling technique, cross-sectional research of 110 urban women entrepreneurs in Selangor, Malaysia, was carried out. The required data was gathered via a structured survey. The final analysis found that five items were omitted. Based on EFA, this study finalized the instrument to twenty-six (26) items yielding only six dimensions, i.e., e-commerce adoption (3 items), relative advantage (3 items), compatibility (5 items), management readiness (4 items), competition intensity (6 items), and government support (5 items). The suggested instrument is reliable and appropriate for assessing e-commerce adoption and TOE, as evidenced by the high reliability standards shown in Cronbach's alpha for each component. The results have statistically proven that these items have a high level of validity and reliability and can be considered for future research to measure TOE in the context of urban women entrepreneurs in Malaysia.
Ahmad, S. Z., Bakar, A. R. A., Faziharudean, T. M., & Zaki, K. A. M. (2015) An Empirical Study of Factors Affecting e-Commerce Adoption among Small- and Medium-Sized Enterprises in a Developing Country: Evidence from Malaysia, Information Technology for Development, 21:4, 555-572, DOI: 10.1080/02681102.2014.899961
Ali, W. A., Mukhtar, M., & Mohamed, I. (2019). Validating the factors influencing social commerce adoption in small and medium enterprise in Malaysia. Journal of Electrical Engineering and Computer Science, 440-447.
Awa, H., Ukoha, O., and Emecheta, B. (2015), “Integrating TAM, TPB and TOE frameworks and expanding their characteristic constructs for e-commerce adoption by SMEs”, Journal of Science and Technology Policy Management, 6(1), 76-94.
Bahkia, A. S., Awang, Z., Afthanorhan, A., Ghazali, P. L., & Foziah, H. (2019). Exploratory factor analysis on occupational stress in context of Malaysian sewerage operations. AIP Conference Proceedings, 2138 (August). https://doi.org/10.1063/1.5121111
Basit, A., Wong, S., Hassan, Z., & Sethumadhavan, S. (2020). Entrepreneurial success: Key challenges faced by Malaysian women entrepreneurs in 21st century. International Journal of Business and Management, 15(9), 122.
Chew, J. (2018). The History of eCommerce in Malaysia. Retrieved December 4, 2018, http://customerthink.com/the-history-of-ecommerce-in-malaysia
Cruz-Jesus, F., Pinheiro, A., & Oliveira, T. (2019). Understanding CRM adoption stages: empirical analysis building on the TOE framework. Computers in Industry, 109, 1-13.
Damanpour F. (2001) E-Business E-Commerce Evolution: Perspective and Strategy Managerial Finance vol 27(7), 16 – 33.
Eze, S. C., Chinedu-Eze, V. C., & Bello, A. O. (2021). Some antecedent factors that shape SMEs adoption of social media marketing applications: a hybrid approach. Journal of Science and Technology Policy Management, 12(1), 41–61. https://doi.org/10.1108/JSTPM-06-2019-0063
Feibert, D. C., & Jacobsen, P. (2019). Factors impacting technology adoption in hospital bed logistics. International Journal of Logistics Management, 30(1), 195–230. https://doi.org/10.1108/IJLM-02-2017-0043
Gangwar, H., Date, H., & Ramaswamy, R. (2015). Understanding determinants of cloud computing adoption using an integrated TAM-TOE model. Journal of Enterprise Information Management, 28(1), 107–130. https://doi.org/10.1108/JEIM-08-2013-0065
Gomez, J., Salazar, I., & Vargas, P. (2022). Production outsourcing, technological cooperation and E-business adoption by Spanish manufacturing firms. Journal of Engineering and Technology Management - JET-M, 63(May 2020), 0–2. https://doi.org/10.1016/j.jengtecman.2022.101677
Gutierrez, A., Boukrami, E., & Lumsden, R. (2015). Technological, organisational and environmental factors influencing managers’ decision to adopt cloud computing in the UK. Journal of Enterprise Information Management, 28(6), 788–807. https://doi.org/10.1108/JEIM-01-2015-0001.
Haig, M. (2002). Mobile marketing: The message revolution. Kogan Page Publishers.
Hajli, N., Sims, J., & Shanmugam, M. (2014). A practical model for e-commerce adoption in Iran. Journal of Enterprise Information Management, 27, 719-730. doi:10.1108/JEIM-09-2013-0070
Hamad, H., Elbeltagi, I., Jones, P., & El?Gohary, H. (2015). Antecedents of B2B e?commerce adoption and its effect on competitive advantage in manufacturing SMEs. Strategic Change, 24(5), 405-428.
Huseynov, F., & Yildirim, S. O. (2016). Behavioral issues in B2C e-commerce: The- state-of-the-art. Information Development, 32, 1343-1358. doi:10.1177/0266666915599586
Kinder, T. (2002). Emerging E-Commerce Business Models: An Analysis of Case Studies from West Lothian, Scotland. Euro Jrnl of Inn Mnagmnt, vol.5, no. 3, pp.130-151.
Lasi, M. A. (2020). the Relationship Between Challenges Towards Opportunities for Growth of Women{’}S Entrepreneurship on E-Commerce in Klang Valley. Asian Journal of Public Administration and Law, 2(2), 12–20.
https://doi.org/10.18488/journal.138.2020.22.12.20.
Mahakittikun, T., Suntrayuth, S., & Bhatiasevi, V. (2021). The impact of technological-organizational-environmental (TOE) factors on firm performance: merchant’s perspective of mobile payment from Thailand’s retail and service firms. Journal of Asia Business Studies, 15(2), 359–383. https://doi.org/10.1108/JABS-01-2020-0012
Osman, M. M. H. (2001). High Technology Small and Medium-sized Enterprises (HTSMEs): An Assesment of the Determinants of Growth and Constraints Faced by Malaysia HTSMEs in Malaysia. Louborough Business School, Loughborough University, Loughborough, Unpublished PhD Dissertation, pp.1- 274
Morteza, G., Daniel, A.-A., & Jose, B.-A. (2011). Adoption of e-commerce applications in SMEs. Industrial Management & Data Systems, 111(8), 1238-1269. doi: 10.1108/02635571111170785.
Mujahed, H. M. H., Ahmed, M. E., & Samikon, S. A. (2022). Factors influencing Palestinian small and medium enterprises intention to adopt mobile banking. Journal of Science and Technology Policy Management, 13(3), 561–584. https://doi.org/10.1108/JSTPM-05-2020-0090
Nguyen, T. H., Le, X. C., & Vu, T. H. L. (2022). An Extended Technology-Organization-Environment (TOE) Framework for Online Retailing Utilization in Digital Transformation: Empirical Evidence from Vietnam. Journal of Open Innovation: Technology, Market, and Complexity, 8(4), 200. https://doi.org/10.3390/joitmc8040200
Oliveira, T., Martins, M. F., and Lisboa, U. N. (2011), “Literature review of information technology adoption models at firm level”, The Electronic Journal Information Systems Evaluation, Vol. 14 No. 1, pp. 110-121.
Rahayu, R., & Day, J. (2015). Determinant Factors of E-commerce Adoption by SMEs in Developing Country: Evidence from Indonesia. Procedia - Social and Behavioral Sciences, 195, 142–150. https://doi.org/10.1016/j.sbspro.2015.06.423
Rahman, M., Ismail, I., Bahri, S., & Rahman, M. K. (2022). An Empirical Analysis of Cashless Payment Systems for Business Transactions. Journal of Open Innovation: Technology, Market, and Complexity, 8(4), 213. https://doi.org/10.3390/joitmc8040213
Reuschke, D., & Mason, C. (2020). The engagement of home-based businesses in the digital economy. Futures, 102542.
Saffu, K., Walker, J. H., & Hinson, R. (2008). Strategic value and electronic commerce adoption among small and medium-sized enterprises in a transitional economy. Journal of Business and Industrial Marketing, 23(6), 395–404. https://doi.org/10.1108/08858620810894445
Singeh, F. W., Abrizah, A., & Kiran, K. (2020). Bringing the digital library success factors into the realm of the technology-organization-environment framework. Electronic Library, 38(3), 659–675. https://doi.org/10.1108/EL-08-2019-0187
Statista. (2019) Ecommerce Malaysia. Retrieved
https://www.statista.com/outlook/243/122/ecommerce/malaysia July 18, 2019, from
Turban, E., Bolloju, N., & Liang, T. P. (2010). Social commerce: an e-commerce perspective. In Proceedings of the 12th International Conference on Electronic Commerce: Roadmap for the Future of Electronic Business, 33-42.
Yang, B., & Lester, D. (2005). Gender differences in e-commerce. Applied Economics, 37(18), 2077–2089. https://doi.org/10.1080/00036840500293292 .
Yeh, C. H., Lee, G. G., & Pai, J. C. (2015). Using a technology-organization-environment framework to investigate the factors influencing e-business information technology capabilities. Information Development, 31(5), 435–450. https://doi.org/10.1177/0266666913516027
Zhu, K., Kraemer, K. L., and Xu, S. (2006). The process of innovation assimilation by firms in different countries: a technology diffusion perspective one-business. Management Science Letters, 52(10), 1557-1576.