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Operations, Information & Technology

The antecedents of cloud computing adoption and its consequences for MSMEs’ performance: A model based on the Technology-Organization-Environment (TOE) framework

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Article: 2220190 | Received 05 Dec 2022, Accepted 19 May 2023, Published online: 05 Jun 2023

References

  • Abbad, M., Magboul, I. H. M., & AlQeisi, K. (2022). Determinants and outcomes of e-business adoption among manufacturing SMEs: Insights from a developing country. Journal of Science and Technology Policy Management, 13(2), 456–16. https://doi.org/10.1108/JSTPM-03-2021-0049
  • Abed, S. S. (2020). Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs. International Journal of Information Management, 53, 102118. https://doi.org/10.1016/j.ijinfomgt.2020.102118
  • Aboelmaged, M. G. (2014). Predicting e-readiness at firm-level: An analysis of technological, organizational and environmental (TOE) effects on e-maintenance readiness in manufacturing firms. International Journal of Information Management. https://www.sciencedirect.com/science/article/pii/S0268401214000504
  • AlBar, A. M., & Hoque, M. R. (2019). Factors affecting cloud ERP adoption in Saudi Arabia: An empirical study. Information Development. https://doi.org/10.1177/0266666917735677
  • Alkhater, N., Walters, R., & Wills, G. (2018). An empirical study of factors influencing cloud adoption among private sector organisations. Telematics and Informatics, 35(1), 38–54. https://www.sciencedirect.com/science/article/pii/S0736585317303088
  • Alsetoohy, O., Ayoun, B., Arous, S., Megahed, F., & Nabil, G. (2019). Intelligent agent technology: What affects its adoption in hotel food supply chain management?. Journal of Hospitality & Tourism Technology, 10(3), 286–310. https://doi.org/10.1108/JHTT-01-2018-0005
  • Alsharari, N. M., Al-Shboul, M., & Alteneiji, S. (2020). Implementation of cloud ERP in the SME: Evidence from UAE. Journal of Small Business and Enterprise Development, 27(2), 299–327. https://doi.org/10.1108/JSBED-01-2019-0007
  • AlSharji, A., Ahmad, S. Z., & Bakar, A. R. A. (2018). Understanding social media adoption in SMEs: Empirical evidence from the United Arab Emirates. Journal of Entrepreneurship in …. https://doi.org/10.1108/JEEE-08-2017-0058
  • Alshirah, M., Lutfi, A., Alshirah, A., Saad, M., Ibrahim, N. M. E. S., & Mohammed, F. (2021). Influences of the environmental factors on the intention to adopt cloud based accounting information system among SMEs in Jordan. Accounting, 7(3), 645–654. https://doi.org/10.5267/j.ac.2020.12.013
  • Ammar, A., & Ahmed, E. M. (2016). Factors influencing Sudanese microfinance intention to adopt mobile banking. Cogent Business & Management, 3(1), 1154257. https://doi.org/10.1080/23311975.2016.1154257
  • Anshari, M., & Almunawar, M. N. (2022). Adopting open innovation for SMEs and industrial revolution 4.0. Journal of Science and Technology Policy Management, 13(2), 405–427. https://doi.org/10.1108/JSTPM-03-2020-0061
  • Awa, H. O., & Ojiabo, O. U. (2016). A model of adoption determinants of ERP within TOE framework. Information Technology & People, 29(4), 901–930. https://doi.org/10.1108/ITP-03-2015-0068
  • Awa, H. O., Ojiabo, O. U., & Emecheta, B. C. (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. https://doi.org/10.1108/JSTPM-04-2014-0012
  • Awa, H. O., Uko, J. P., & Ukoha, O. (2017). An empirical study of some critical adoption factors of ERP software. International Journal of Human Computer Interaction. https://doi.org/10.1080/10447318.2016.1265828
  • Bauer, H. H., Reichardt, T., Barnes, S. J., & Neumann, M. M. (2005). Driving consumer acceptance of mobile marketing: A theoretical framework and empirical study. Journal of Electronic Commerce Research, 6(3), 181. http://www.ebusinessforum.gr/old/content/downloads/Baueretal_MomMarketingConsumerAccept.pdf
  • Ben Daya, M., Hassini, E., & Bahroun, Z. (2019). Internet of things and supply chain management: A literature review. International Journal of Production Research, 57(15–16), 4719–4742. https://doi.org/10.1080/00207543.2017.1402140
  • Dadhich, M., & Hiran, K. K. (2022). Empirical investigation of extended TOE model on corporate environment sustainability and dimensions of operating performance of SMEs: A high order PLS-ANN approach. Journal of Cleaner Production, 363, 132309. https://doi.org/10.1016/j.jclepro.2022.132309
  • 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
  • Gangwar, H., Date, H., & Raoot, A. D. (2014). Review on IT adoption: Insights from recent technologies. Journal of Enterprise Information Management. https://doi.org/10.1108/JEIM-08-2012-0047
  • Haddara, M., Gøthesen, S., & Langseth, M. (2022). Challenges of Cloud-ERP adoptions in SMEs. Procedia computer science. https://www.sciencedirect.com/science/article/pii/S187705092102322X
  • Hair, J. F., Jr., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook (p. 197). Springer Nature.
  • Haneem, F., Kama, N., Taskin, N., Pauleen, D., Azaliah, N., & Bakar, A. (2019). International journal of information management determinants of master data management adoption by local government organizations: An empirical study. International Journal of Information Management, 45(April 2018), 25–43. https://doi.org/10.1016/j.ijinfomgt.2018.10.007
  • Harun, Z., & Tajudeen, F. P. (2021). Instagram marketing: Understanding the adoption factors for small and medium enterprises. International Journal of Internet Marketing and Advertising, 15(5–6), 527–549. https://doi.org/10.1504/IJIMA.2021.118266
  • Hsu, P. F., Ray, S., & Li-Hsieh, Y. Y. (2014). Examining cloud computing adoption intention, pricing mechanism, and deployment model. International Journal of Information Management, 34(4), 474–488. https://doi.org/10.1016/j.ijinfomgt.2014.04.006
  • Jiang, Z., Ma, G., & Zhu, W. (2022). Research on the impact of digital finance on the innovation performance of enterprises. European Journal of Innovation Management, 25(6), 804–820. https://doi.org/10.1108/EJIM-02-2022-0094
  • Kharuddin, S., Foong, S.-Y., & Senik, R. (2015). Effects of decision rationality on ERP adoption extensiveness and organizational performance. Journal of Enterprise Information Management, 28(5), 658–679. https://doi.org/10.1108/JEIM-02-2014-0018
  • Khayer, A., Jahan, N., & Hossain, M. N. (2020). The adoption of cloud computing in small and medium enterprises: A developing country perspective. VINE Journal of Information and Knowledge Management Systems, 51(1), 64–91. https://doi.org/10.1108/VJIKMS-05-2019-0064
  • Khayer, A., Talukder, M. S., Bao, Y., & Hossain, M. N. (2020a). Cloud computing adoption and its impact on SMEs’ performance for cloud supported operations: A dual-stage analytical approach. Technology in Society, 60, 101225. https://doi.org/10.1016/j.techsoc.2019.101225
  • Lutfi, A. (2022). Factors Influencing the Continuance Intention to Use Accounting Information System in Jordanian SMEs from the Perspectives of UTAUT: Top Management Support and Self-Efficacy as Predictor Factors. Economies, 10(4), 75. https://doi.org/10.3390/economies10040075
  • Lutfi, A., Al-Okaily, M., Alsyouf, A., Alsaad, A., & Taamneh, A. (2020). The impact of AIS usage on AIS effectiveness among Jordanian SMEs: A multi-group analysis of the role of firm size. Global Business Review, 0972150920965079. https://doi.org/10.1177/0972150920965079
  • Malik, S., Chadhar, M., & Chetty, M. (2020). An exploratory study of the adoption of blockchain technology among Australian organizations: A theoretical model. … , and Middle Eastern …. https://doi.org/10.1007/978-3-030-63396-7_14
  • Maroufkhani, P., Tseng, M. L., Iranmanesh, M., Ismail, W. K. W., & Khalid, H. (2020). Big data analytics adoption: Determinants and performances among small to medium-sized enterprises. International Journal of Information Management, 54, 102190. https://doi.org/10.1016/j.ijinfomgt.2020.102190
  • Martín-Peña, M. L., Sánchez-López, J. M., & Díaz-Garrido, E. (2020). Servitization and digitalization in manufacturing: The influence on firm performance. Journal of Business & Industrial Marketing, 35(3), 564–574. https://doi.org/10.1108/JBIM-12-2018-0400
  • Mohammed, H., Mujahed, H., Ahmed, E. M., & Samikon, S. A. (2022). Factors in fl uencing 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
  • Nandankar, S., & Sachan, A. (2020). Electronic procurement adoption, usage and performance: A literature review. Journal of Science and Technology Policy Management, 11(4), 515–535. https://doi.org/10.1108/JSTPM-02-2020-0031
  • Naser, M., Rabia, A., Basel, I., & Mahmood, M. K. (2022). Technological innovation, sustainable green practices and SMEs sustainable performance in times of crisis (COVID ‑ 19 pandemic). Information Systems Frontiers, 1–25. https://doi.org/10.1007/s10796-022-10250-z
  • 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, R., Sarker, S., & Thomas, M. (2019). Understanding SaaS adoption: The moderating impact of the environment context. International Journal of Information Management. https://www.sciencedirect.com/science/article/pii/S026840121830673X
  • Ooi, K. B., Lee, V. H., Tan, G. W. H., Hew, T. S., & Hew, J. J. (2018). Cloud computing in manufacturing: The next industrial revolution in Malaysia?. Expert Systems with Applications, 93, 376–394. https://doi.org/10.1016/j.eswa.2017.10.009
  • Owusu, A. (2020). Determinants of cloud business intelligence adoption among Ghanaian SMEs. International Journal of Cloud Applications and Computing, 10(4), 48–69. https://doi.org/10.4018/IJCAC.2020100104
  • Oyewobi, L. O., Adedayo, O. F., Olorunyomi, S. O., & Jimoh, R. (2021). Social media adoption and business performance: The mediating role of organizational learning capability (OLC). Journal of Facilities Management, 19(4), 413–436. https://doi.org/10.1108/JFM-12-2020-0099
  • Ozturk, A. B., Nusair, K., Okumus, F., & Hua, N. (2016). The role of utilitarian and hedonic values on users’ continued usage intention in a mobile hotel booking environment. International Journal of Hospitality Management, 57, 106–115. https://doi.org/10.1016/j.ijhm.2016.06.007
  • Prasanna, R. N. A. I. N., & Jayasundara, J. (2019). Sustainability of SMEs in the competition: A systemic review on technological challenges and SME performance. … Innovation: Technology …. https://www.mdpi.com/594730
  • Putratama, S. H., & Ali, S. (2020). Adoption of free/open source software products in healthcare industry: An Indonesian case study. Jurnal Reviu Akuntansi Dan Keuangan, 10(1), 161–176. https://doi.org/10.22219/jrak.v10i1.11232
  • Qalati, S. A., Li, W., Ahmed, N., Mirani, M. A., & Khan, A. (2020). Examining the factors affecting SME performance: The mediating role of social media adoption. Sustainability. https://www.mdpi.com/934244
  • Qalati, S. A., Li, W., Ahmed, N., Mirani, M. A., & Khan, A. (2021). Examining the factors affecting SME performance: The mediating role of social media adoption. Sustainability, 13(1), 1–24. https://doi.org/10.3390/su13010075
  • Qalati, S. A., Ostic, D., & Sulaiman, M. (2022). Social media and SMEs’ performance in developing countries: effects of technological-organizational-Environmental Factors on the Adoption of Social Media. SAGE Open, 12(2), 215824402210945. https://doi.org/10.1177/21582440221094594
  • Qalati, S. A., Yuan, L. W., Khan, M. A. S., & Anwar, F. (2021). A mediated model on the adoption of social media and SMEs’ performance in developing countries. Technology in Society, 64, 101513. https://doi.org/10.1016/j.techsoc.2020.101513
  • Rahi, S., Khan, M. M., & Alghizzawi, M. (2021). Factors influencing the adoption of telemedicine health services during COVID-19 pandemic crisis: An integrative research model. Enterprise Information Systems, 15(6), 769–793. https://doi.org/10.1080/17517575.2020.1850872
  • Ray, P. P. (2016). A survey of IoT cloud platforms. Future Computing and Informatics Journal, 1(1–2), 35–46. https://doi.org/10.1016/j.fcij.2017.02.001
  • Ridwan Maksum, I., Yayuk Sri Rahayu, A., & Kusumawardhani, D. (2020). A social enterprise approach to empowering micro, Small and Medium Enterprises (SMEs) in Indonesia. Journal of Open Innovation: Technology, Market, and Complexity, 6(3), 50. https://doi.org/10.3390/joitmc6030050
  • Ruivo, P., Oliveira, T., & Neto, M. (2014a). Examine ERP post-implementation stages of use and value: Empirical evidence from Portuguese SMEs. International Journal of Accounting Information Systems, 15(2), 166–184. https://doi.org/10.1016/j.accinf.2014.01.002
  • Ruivo, P., Oliveira, T., & Neto, M. (2014b). Examine ERP post-implementation stages of use and value: Empirical evidence from Portuguese SMEs. International Journal of Accounting Information Systems, 15(2), 166–184. https://doi.org/10.1016/j.accinf.2014.01.002/
  • Salimon, M. G., Kareem, O., Mokhtar, S. S. M., Aliyu, O. A., Bamgbade, J. A., & Adeleke, A. Q. (2021). Malaysian SMEs m-commerce adoption: TAM 3, UTAUT 2 and TOE approach. Journal of Science and Technology Policy Management, 14(1), 98–126. https://doi.org/10.1108/JSTPM-06-2019-0060
  • Seo, J. (2020). Resource dependence patterns, goal change, and social value in nonprofit organizations: Does goal change matter in nonprofit management?. International Review of Administrative Sciences, 86(2), 368–387. https://doi.org/10.1177/0020852318778782
  • Sholihin, M., & Ratmono, D. (2021). Analisis SEM-PLS dengan WarpPLS 7.0 untuk hubungan nonlinier dalam penelitian sosial dan bisnis. Penerbit Andi.
  • Shree, D., Kumar, R., Paul, J., Hao, A., & Xu, S. (2021). Digital platforms for business-to-business markets: A systematic review and future research agenda. Journal of Business Research, 137(February), 354–365. https://doi.org/10.1016/j.jbusres.2021.08.031
  • Spinelli, R. (2016). The determinants of IT adoption by SMEs: An agenda for research. Organizational Innovation and Change. https://doi.org/10.1007/978-3-319-22921-8_4
  • Suryani, T., Fauzi, A. A., Sheng, M. L., & Nurhadi, M. (2022). Developing and testing a measurement scale for SMEs’ website quality (SMEs-WebQ): Evidence from Indonesia. Electronic Commerce Research, 1–32. https://doi.org/10.1007/s10660-022-09536-w
  • Tajudeen, F. P., Jaafar, N. I., & Ainin, S. (2017). Understanding the impact of social media usage among organizations. Information & Management, 55(3), 308–321. https://doi.org/10.1016/j.im.2017.08.004
  • Tajudeen, F. P., Jaafar, N. I., & Ainin, S. (2018). Understanding the impact of social media usage among organizations. Information & Management, 55(3), 308–321. https://doi.org/10.1016/j.im.2017.08.004
  • Tak, P., & Gupta, M. (2021). Examining travel mobile app attributes and its impact on consumer engagement: An application of SOR framework. Journal of Internet Commerce, 20(3), 293–318. https://doi.org/10.1080/15332861.2021.1891517
  • Tornatzky, L., & Fleischer, M. (1990). The process of technology innovation.
  • Trawnih, A., Yaseen, H., & Al-Adwan, A. S. (2021). Factors influencing social media adoption among smes during Covid-19 crisis. Journal of …, researchgate.net https://www.researchgate.net/profile/Ahmad-Al-Adwan-2/publication/352546308_Factors_Influencing_Social_Media_Adoption_Among_SMEs_During_Covid-19_Crisis/links/60cf3ee5a6fdcc01d48717f1/Factors-Influencing-Social-Media-Adoption-Among-SMEs-During-Covid-19-Crisis.pdf
  • Van De Weerd, I., Sartika, I., & Brinkkemper, S. (2016). Adoption of software as a service in Indonesia: Examining the influence of organizational factors. Information & Management, 53(7), 915–928. https://doi.org/10.1016/j.im.2016.05.008
  • Venkatesh, V., & Bala, H. (2008). Technology acceptance model 3 and a research agenda on interventions. Decision Sciences, 39(2), 273–315. https://doi.org/10.1111/j.1540-5915.2008.00192.x
  • Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 425–478. https://doi.org/10.2307/30036540
  • Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Quarterly, 36(1), 157–178. https://doi.org/10.2307/41410412
  • Wu, L., & Chen, J. L. (2014). A stage-based diffusion of IT innovation and the BSC performance impact: A moderator of technology–organization–environment. Technological Forecasting & Social Change, 88, 76–90. https://www.sciencedirect.com/science/article/pii/S0040162514002054
  • Yoo, S. K., & Kim, B. Y. (2019). The effective factors of cloud computing adoption success in organization. The Journal of Asian Finance, Economics & Business, 6(1), 217–229. https://doi.org/10.13106/jafeb.2019.vol6.no1.217
  • Yuan, S., Liu, L., Su, B., & Zhang, H. (2020). Determining the antecedents of mobile payment loyalty: Cognitive and affective perspectives. Electronic Commerce Research and Applications, 41, 100971. https://doi.org/10.1016/j.elerap.2020.100971