Technology Acceptance Model to Unveil Factors Affecting E-Business Adoption: A Small and Medium Enterprise Perspective
Abstract
An E-Business platform is a vital tool that provides SMEs with a platform to turn their traditional business into an advanced business model. Due to the rapid development of the Internet, there has been an interest in how to encourage the owner or manager of SMEs in Sarawak. In particular, the purpose of this paper is to investigate SMEs’ behavioral intention of adopting an e-business platform to focus on the perceptions of the users in terms of usefulness, ease of use, and enjoyment of attitude toward e-business. The questionnaire on e-business adoption was specifically designed and used to survey a purposive sample of SMEs from Sarawak, Malaysia, and 228 testable responses were obtained. The data were analyzed using Statistical Package for the Social Sciences (SPSS) 26.0 and Smart Partial Least Squares (SmartPLS) 3.0. The result indicates that ease-of-use and enjoyment have a significant positive relationship with attitude, whereas the usefulness has no significant relationship with attitude. Besides, SMEs’ attitude also significantly influences e-business adoption. This study provides novel insights into the factors influencing the e-business adoption among Sarawak SMEs, highlighting the importance of ease-of-use and enjoyment in shaping attitudes toward e-business. This finding extended the current understanding of e-business adoption by Sarawak SMEs. The implications, limitations, and conclusions of the study are outlined.
Keywords: e-business adoption, perceived ease of use, perceived enjoyment, perceived usefulness, technology acceptance model, small and medium enterprises, Malaysia.
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ABD HAMID, A., ZAIDI, F., BAKAR, A., & ABDULLAH, W. (2016). The effects of perceived usefulness and perceived ease of use on continuance intention to use e-government. Procedia Economics and Finance, 35, pp. 644-649. https://doi.org/10.1016/S2212-5671(16)00079-4
ABDUL RAZAK, S., & MD LATIP, N. (2016). Factors that influence the usage of social media in marketing. Journal of Research in Business and Management, 4(2), pp. 1-7. http://dx.doi.org/10.1108/IMDS-07-2014-0205
ABDULLAH, N., WAHAB, E., & SHAMSUDDIN, A. (2013). Exploring the common Technology Adoption enablers among Malaysian SMEs: Qualitative findings. Journal of Management and Sustainability, 3(4), pp. 78-91. http://dx.doi.org/10.5539/jms.v3n4p78
AHMAD, S., ABU BAKAR, A., FAZIHARUDEAN, T., & MOHAMAD ZAKI, K. (2014). 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), pp. 1-18. https://doi.org/10.1080/02681102.2014.899961
AL RAHBI, H. (2017). Factors influencing social media adoption in small and medium enterprises (SMEs) [PhD Thesis, Brunel University]. Brunel University Research Archive. Retrieved from https://bura.brunel.ac.uk/bitstream/2438/14514/1/FulltextThesis.pdf%20
ALAM, S.S., MD NOR, N.G., ALI, M.H., OMAR, N., & CHE WEL, C.A. (2018). Relationship between entrepreneur’s traits and cloud computing adoption among malay-owned SMEs in Malaysia. Cuadernos de Gestion, 18(2), pp. 115-132. http://dx.doi.org/10.5295/cdg.140515ss
AWIAGAH, R., KANG, J., & LIM, J. (2015). Factors affecting e-commerce adoption among SMEs in Ghana. Information Development, 32(4), pp. 815-836. https://doi.org/10.1177/0266666915571427
BAGOZZI, R., & YI, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Science, 16(3), pp. 420-435. https://doi.org/10.1007/BF02723327
BECKER, J., RINGLE, C., SARSTEDT, M., & VOLCKNER, F. (2015). How collinearity affects mixture regression results. Marketing Letters, 26(4), pp. 643-659. http://dx.doi.org/10.1007/s11002-014-9299-9
BUGEMBE, J. (2010). Perceived usefulness, perceived ease of use, attitude, and actual usage of a new financial management system: A case study of Uganda National Examinations Board [Master Thesis, Makerere University]. Makerere University Institutional Repository. Retrieved from http://makir.mak.ac.ug/handle/10570/2806
CANIELS, M., LENARTS, H., & GELDERMAN, C. (2015). Explaining the internet usage of SMEs: The impact of market orientation, behavioural norms, motivation and technology acceptance. Internet Research, 25(3), pp. 358-377. https://doi.org/10.1108/IntR-12-2013-0266
CARLET, F. (2015). Understanding attitudes toward adoption of green infrastructure: A case study of US municipal officials. Environmental Science and Policy, 51, pp. 65-76. https://doi.org/10.1016/j.envsci.2015.03.007
CHEMJOR, E., & MARU, L. (2017). Effect of user perception on the relationship between technology context and adoption of cloud computing: Evidence from SMEs in Nairobi Country, Kenya. International Journal of Economics, Commerce and Management, 4(11), pp. 10-28. http://dx.doi.org/10.9790/487X-1905057080
CIARNIENE, R., & STANKEVICIUTE, G. (2015). Theoretical framework of e-business competitiveness. Procedia - Social and Behavioral Sciences, 213, pp. 734-739. http://dx.doi.org/10.1016/j.sbspro.2015.11.528
DAVIS, F. (1985). A technology acceptance model for empirically testing new end-user information systems: Theory and results [Unpublished PhD Thesis, Massachusetts Institute of Technology] MIT Libraries. Retrieved from https://dspace.mit.edu/handle/1721.1/15192
DAVIS, F. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), pp. 319-340. http://dx.doi.org/10.2307/249008
DAVIS, F., BAGOZZI, R., & WARSHAW, P. (1992). Extrinsic and intrinsic motivation to use computers in the workplace. Journal of Applied Social Psychology, 22(14), pp. 1111-1132. https://doi.org/10.1111/j.1559-1816.1992.tb00945.x
FORNELL, C., & LARCKER, D. (1981). Evaluating structural equation models with unobservable variable and measurement error. Journal of Marketing Research, 18(1), pp. 39-50. https://doi.org/10.2307/3151312
GOLD, A.H., MALHOTRA, A., & SEGARS, A.H. (2001). Knowledge management: An organisational capabilities perspective. Journal of Management, 18(1), pp. 185-214. https://doi.org/10.1080/07421222.2001.11045669
GRIMM, P. (2010). Pretesting a Questionnaire. In J.N. SHETH, & N.K. MALHOTRA (Eds.), Wilay International Encyclopedia of Marketing. John Wiley and Sons Ltd. https://doi.org/10.1002/9781444316568.wiem02051
HAIR, J., HULT, G., RINGLE, C., & SARSTEDT, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM). Sage Publications Inc.
HASAN, H., & MOHD NADZAR, F. (2010). Acceptance of technological changes and job performance among administrative support personnel in the government office in Maran, Pahang Darul Makmur. Gading Business and Management Journal, 14(1), pp. 21-32. http://ir.uitm.edu.my/id/eprint/29821/1/29821.pdf
HAUSER, J., & SIMMIE, P. (1981). Profit maximizing perceptual positions: An integrated theory for the selection of product features and price. Management Science, 27(1), pp. 33-56. https://doi.org/10.1287/mnsc.27.1.33
HOSEINI, S., & JAFARPOUR, Y. (2016). An empirical analysis of the adoption barriers of e-commerce in small and medium sized enterprises (SMEs) with implementation of Technology Acceptance Model. Journal of Internet Banking and Commerce, 21(2), pp. 1-23. Retrieved from https://www.researchgate.net/publication/308661560_An_Empirical_Analysis_of_the_Adoption_Barriers_of_E-commerce_in_Small_and_Medium_sized_Enterprises_SMEs_with_implementation_of_Technology_Acceptance_Model
HUSSEIN, M.A., SID AHMED, H.M., & ALRAJA, M.N. (2017). The adoption of information and communication technology by small and medium in enterprises in Oman: Case of Dhofar region. Journal of Business and Retail Management Research, 11(3), pp. 64-71. https://doi.org/10.24052/JBRMR/273
JAMALI, S., SAMADI, B., & GHARLEGHI, B. (2015). Factors influencing electronic commerce adoption: A case study of Iranian family SMEs. International Journal of Business and Social Science, 6(2), pp. 207-221. Retrieved from https://www.researchgate.net/publication/274370179_Factors_Influencing_Electronic_Commerce_Adoption_A_Case_Study_of_Iranian_Family_SMEs
KANCHANATANEE, K., SUWANNO, N., & JARERNVONGRAYAB, A. (2014). Effects of attitude toward using, perceived usefulness, perceived ease of use and perceived compatibility on intention to use e-marketing. Journal of Management Research, 6(3), pp. 1-13. http://dx.doi.org/10.5296/jmr.v6i3.5573
KHAYATI, S., & ZOUAOU, S. (2013). Perceived usefulness and use of information technology: The moderating influences of the dependence of a subcontractor towards his contractor. Journal of Knowledge Management, Economics and Information Technology, 3(6), pp. 1-28. Retrieved from http://www.scientificpapers.org/wp-content/files/1344_KHAYATI_KAROUI.ZOUAOUI_-_Perceived_usefulness_and_use_of_information_technology.pdf
KUMAR, R. (2011). Research Methodology: A Step-by-Step Guide for Beginners. Sage Publication.
LAI, P. (2017). The literature review of technology adoption models and theories for the novelty technology. Journal of Information Systems and Technology Management, 14(1), pp. 21-38. https://doi.org/10.4301/S1807-17752017000100002
LIU, Y. (2016). E-mail marketing system adoption in e-commerce startups [Master Thesis, Tampere University of Technology]. Trepo. Retrieved from https://trepo.tuni.fi/handle/123456789/24046
LIU, Z. (2014). An analysis of Technology Acceptance Model: Exploring user acceptance and intension of texi-hailing app in Shanghai [Bachelor's Thesis, University of Gothenburg]. Core. Retrieved from https://core.ac.uk/reader/43558540
LOPEZ-BONILLA, L., & LOPEZ-BONILLA, J. (2016). Explaining the discrepancy in the mediating role of attitude in the TAM. British Journal of Educational Technology, 48(4), pp. 940-949. https://doi.org/10.1111/bjet.12465
MULERO, S. (2012). Acceptance and impact of social networks marketing using extended technology acceptance model [Master Thesis, Cape Peninsula University of Technology]. Cape Peninsula University of Technology Libraries. Retrieved from https://etd.cput.ac.za/handle/20.500.11838/1385
NDEKWA, M. (2014). Factors influencing adoption of information and communication technology (ICT) among Small and Medium Enterprises (SMEs) in Tanzania. International Journal of Research in Management & Technology, 4(5), pp. 273-281.
NDUBISI, N., & JANTAN, M. (2003). Evaluating IS usage in Malaysian small and medium-sized firms using the technology acceptance model. Logistics Information Management, 16(6), pp. 440-450. https://doi.org/10.1108/09576050310503411
OKADAPAU, M. (2016). Analysis of state of electonic commerce adoption and influencing factors among small and medium enterprises in Kenya [Unpublished PhD Thesis, University of Nairobi]. University of Nairobi Research Archive. Retrieved from http://erepository.uonbi.ac.ke/handle/11295/97179
OMAR, M., KASUMA, J., ASIT, R., ACHAN, P., & MOJOLOU, D. (2015). E-business adoption among homestay businesses: The Sarawak experience. Advances in Business Research International Journal, 1(2), pp. 1-9. https://doi.org/10.24191/abrij.v1i2.10004
OTIENO, A. (2015). Factors influencing ICT adoption and usage by small and medium sized enterprises: The case of Nairobi [Master Thesis, United States International University Africa]. Master Thesis, United States International University Africa Digital Repository. Retrieved from https://erepo.usiu.ac.ke/bitstream/handle/11732/1365/FACTORS%20INFLUENCING%20ICT%20ADOPTION%20AND%20USAGE%20BY%20SMALL%20AND%20MEDIUM%20SIZED%20ENTERPRISES.pdf?sequence=4
PEI, G.P. (2017). Sarawak SMEs must embrace technology to prosper, says Abang Johari. New Straits Times. Retrieved from https://www.nst.com.my/business/2017/08/271548/sarawak-smes-must-embrace-technology-prosper-says-abang-johari
RAHAYU, R., & DAY, J. (2017). E-commerce adoption by SMEs in developing countries: evidence from Indonesia. Eurasian Business Review, 7(1), pp. 25-42. http://dx.doi.org/10.1007/s40821-016-0044-6
RAMAYAH, T., CHEAH, J., CHUAH, F., TING, H., & MEMON, M. (2018). Partial least squares structural equation modeling (PLS-SEM) using SmartPLS 3.0: An updated and practical guide to statistical analysis. Pearson.
RENKO, S., & DRUZIJANIC, M. (2014). Perceived usefulness of innovative technology in retailing: consumers’ and retailers’ point of view. Journal of Retailing and Consumer Services, 21(5), pp. 836-843. https://doi.org/10.1016/j.jretconser.2014.02.015
ROSCOE, J. (1975). Fundamental Research Statistics for Behavioral Science. Holt, Rinehart and Winston.
SCHUMPETER, J.A. (1947). The creative response in economic history. Journal of Economic History, 7(2), pp. 149-159. Retrieved from https://www.jstor.org/stable/2113338
SEKARAN, U., & BOUGIE, R. (2016). Research methods for business: A skill building approach. John Wiley and Sons Ltd.
SHMUELI, G., SARSTEDT, M., HAIR, J., CHEAH, J., TING, H., VAITHILINGAM, S., & RINGLE, C. (2019). Predictive model assessment in PLS-SEM: guidelines for using PLSpredict. European Journal of Marketing, 53(11), pp. 2322-2347. https://doi.org/10.1108/EJM-02-2019-0189
SONDAKH, J. (2017). Behavioral intention to use e-tax service system: An application of technology acceptance model. European Research Studies Journal, 20(2A), pp. 48-64. https://doi.org/10.35808/ersj/628
SUGIHARTO, T., HERMANA, B., & SUHENDRA, S. (2010). Effects of information technology on firm performance: Do small business owners believe it? In Global Management Conference (pp. 426-432). Gunadarma University Repository. Retrieved from https://core.ac.uk/download/pdf/143964302.pdf
VENKATESH, V. (2000). Determinants of perceived ease of use: Integrating control, intrinsic motivation, and emotion into the technology acceptance model. Information Systems Research, 11(4), pp. 342-365. Retrieved from https://www.jstor.org/stable/23011042
WANGKHAMDI, T., COOHAROJANANONE, N., & KHLAISANG, J. (2020). E-commerce competence assessment mobile application development for SMEs in Thailand. International Journal of Interactive Mobile Technologies, 14(11), pp. 48-75. http://dx.doi.org/10.3991/ijim.v14i11.11358
YUSUF, K., ZAKARIA, A., SULAIMAN, A., & HUTA-GALUNG, F. (2018). Relationship with the community and social youth in Sarawak, Malaysia. In 7th International Congress on Interdisciplinary Behavior and Social Sciences (pp. 117-120). CRC Press. Retrieved from https://www.taylorfrancis.com/chapters/edit/10.1201/9780429444562-28/relationship-community-social%E2%80%93emotional-competence-youth-sarawak-malaysia-keezrawati-mujan-yusuf-abd-razak-zakaria-abdul-muhsien-sulaiman-fonny-hutagalung
ZHOU, R., & FENG, C. (2017). Difference between leisure and work contexts: The roles of perceived enjoyment and perceived usefulness in predicting mobile video calling use acceptance. Frontiers in Psychology, 8(350), pp. 1-14. https://doi.org/10.3389/fpsyg.2017.00350
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