PENGARUH E-COMMERCE ADOPTION, DAN INNOVATION TERHADAP BUSINESS PERFORMANCE YANG DIMEDIASI OLEH TRUST (STUDI KASUS: PERUSAHAAN KELUARGA DI INDONESIA)
DOI:
https://doi.org/10.35794/jmbi.v13i1.65826Abstract
The internet has revolutionized how people shop and interact with businesses. This transformation has created significant opportunities for small and medium-sized enterprises (SMEs), including family businesses, to enhance their business performance. Some strategic actions that business owners can take include adopting e-commerce to keep up with technological developments and fostering innovation to stay relevant in a rapidly changing environment. Moreover, innovation has been proven to improve business performance through developing goods and offerings that more effectively address consumer demands, increasing process efficiency, and opening new opportunities for business model development. The urgency of this research lies in the fact that family businesses—one of the most dominant business forms in Indonesia—face major challenges in adapting to these changes. The goal of this investigation is to address this shortfall by analyzing the impact of adopting e-commerce and innovation on improving business performance, as well as assessing the role of trust as a mediating variable. The study employs the Structural Equation Modelling (SEM) method based on Partial Least Squares (PLS) to analyze responses from 62 participants who met the research criteria. The research indicates a beneficial link between e-commerce, innovation, and overall business success. Additionally, the study identifies a positive influence of e-commerce on trust. On the other hand, the outcomes suggest no notable positive link between trust and business performance, and trust doesn't mediate the connection between e-commerce and business performance.
References
Abdelwaheed, N. A. A., Shah, N., Soomro, B. A., & Al Doghan, M. A. (2025). Empowering sustainability through digital transformation: the bridging power of digital capabilities and innovation. Business Process Management Journal. https://doi.org/10.1108/BPMJ-11-2024-1079
Alderete, M. V. (2018). Electronic commerce contribution to the SME performance in manufacturing firms: A structural equation model. Contaduría y Administración, 64(4), 133. https://doi.org/10.22201/fca.24488410e.2019.1922
Alzahrani, J. (2019). The impact of e-commerce adoption on business strategy in Saudi Arabian small and medium enterprises (SMEs). Review of Economics and Political Science, 4(1), 73–88. https://doi.org/10.1108/REPS-10-2018-013
Amofah, D. O., & Chai, J. (2022). Sustaining Consumer E-Commerce Adoption in Sub-Saharan Africa: Do Trust and Payment Method Matter? Sustainability, 14(14), 8466. https://doi.org/10.3390/su14148466
Anabila, P., Kumi, D. K., Ameyibor, L. E. K., & Allan, M. M. (2024). E-commerce adoption among entrepreneurial firms in Sub-Saharan Africa. Journal of Small Business and Enterprise Development, 31(7), 1400–1423. https://doi.org/10.1108/JSBED-08-2023-0358
Andersén, J. (2010). Resource‐based competitiveness: managerial implications of the resource‐based view. Strategic Direction, 26(5), 3–5. https://doi.org/10.1108/02580541011035375
Andersén, J. (2021). A relational natural-resource-based view on product innovation: The influence of green product innovation and green suppliers on differentiation advantage in small manufacturing firms. Technovation, 104, 102254. https://doi.org/10.1016/j.technovation.2021.102254
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 & Technology Policy Management, 6(1), 76–94. https://doi.org/10.1108/JSTPM-04-2014-0012
Badan Pusat Statistik. (2023, September 18). Statistik eCommerce 2022/2023. BPS .
Ballerini, J., Herhausen, D., & Ferraris, A. (2023). How commitment and platform adoption drive the e-commerce performance of SMEs: A mixed-method inquiry into e-commerce affordances. International Journal of Information Management, 72, 102649. https://doi.org/10.1016/j.ijinfomgt.2023.102649
Barney, J. (1991). Firm Resources and Sustained Competitive Advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
Baros-Tóth, Á. (2024). EMERGENCE OF THE RESOURCE-BASED VIEW (RBV) AND ITS IMPACT ON FAMILY BUSINESS RESEARCH LITERATURE REVIEW. Tudásmenedzsment, 25(1. különszám), 93–104. https://doi.org/10.15170/TM.2024.25.K1.9
Bryan Jean, R.-J., Kim, D., Sinkovics, R. R., & Cavusgil, E. (2024). The effect of business model innovation on SMEs’ international performance: The contingent roles of foreign institutional voids and entrepreneurial orientation. Journal of Business Research, 175, 114449. https://doi.org/10.1016/j.jbusres.2023.114449
Casidy, R., Nyadzayo, M., & Mohan, M. (2020). Service innovation and adoption in industrial markets: An SME perspective. Industrial Marketing Management, 89, 157–170. https://doi.org/10.1016/j.indmarman.2019.06.008
Chatzoglou, P., & Chatzoudes, D. (2018). The role of innovation in building competitive advantages: an empirical investigation. European Journal of Innovation Management, 21(1), 44–69. https://doi.org/10.1108/EJIM-02-2017-0015
Chen, X., Huang, Q., & Davison, R. M. (2017). The role of website quality and social capital in building buyers’ loyalty. International Journal of Information Management, 37(1), 1563–1574. https://doi.org/10.1016/j.ijinfomgt.2016.07.005
Dahbi, S., & Benmoussa, C. (2019). What Hinder SMEs from Adopting E-commerce? A Multiple Case Analysis. Procedia Computer Science, 158, 811–818. https://doi.org/10.1016/j.procs.2019.09.118
Dambiski Gomes de Carvalho, G., Resende, L. M. M. de, Pontes, J., Gomes de Carvalho, H., & Mendes Betim, L. (2021). Innovation and Management in MSMEs: A Literature Review of Highly Cited Papers. Sage Open, 11(4). https://doi.org/10.1177/21582440211052555
Davis, F., Francis Gnanasekar, M. B., & Parayitam, S. (2021). Trust and product as moderators in online shopping behavior: evidence from India. South Asian Journal of Marketing, 2(1), 28–50. https://doi.org/10.1108/SAJM-02-2021-0017
Davis, G. F., & DeWitt, T. (2021). Organization Theory and the Resource-Based View of the Firm: The Great Divide. Journal of Management, 47(7), 1684–1697. https://doi.org/10.1177/0149206320982650
Elia, S., Giuffrida, M., Mariani, M. M., & Bresciani, S. (2021). Resources and digital export: An RBV perspective on the role of digital technologies and capabilities in cross-border e-commerce. Journal of Business Research, 132, 158–169. https://doi.org/10.1016/j.jbusres.2021.04.010
Fahy, J. (2000). The resource‐based view of the firm: some stumbling‐blocks on the road to understanding sustainable competitive advantage. Journal of European Industrial Training, 24(2/3/4), 94–104. https://doi.org/10.1108/03090590010321061
Ferreira, N. C. M. Q. F., & Ferreira, J. J. M. (2025). The field of resource-based view research: mapping past, present and future trends. Management Decision, 63(4), 1124–1153. https://doi.org/10.1108/MD-10-2023-1908
Fonseka, K., Jaharadak, A. A., & Raman, M. (2022). Impact of E-commerce adoption on business performance of SMEs in Sri Lanka; moderating role of artificial intelligence. International Journal of Social Economics, 49(10), 1518–1531. https://doi.org/10.1108/IJSE-12-2021-0752
Fuller, R. M., Harding, M. K., Luna, L., & Summers, J. D. (2022). The impact of E-commerce capabilities on online retailer performance: Examining the role of timing of adoption. Information & Management, 59(2), 103584. https://doi.org/10.1016/j.im.2021.103584
Gashema, B., & Alain, A. M. (2023). Building Customer Trust in e-commerce. International Journal of Finance & Banking Studies (2147-4486), 11(4), 47–57. https://doi.org/10.20525/ijfbs.v11i4.2004
Gefen, Karahanna, & Straub. (2003). Trust and TAM in Online Shopping: An Integrated Model. MIS Quarterly, 27(1), 51. https://doi.org/10.2307/30036519
Gerhart, B., & Feng, J. (2021). The Resource-Based View of the Firm, Human Resources, and Human Capital: Progress and Prospects. Journal of Management, 47(7), 1796–1819. https://doi.org/10.1177/0149206320978799
Ghobakhloo, M., & Tang, S. H. (2013). The role of owner/manager in adoption of electronic commerce in small businesses. Journal of Small Business and Enterprise Development, 20(4), 754–787. https://doi.org/10.1108/JSBED-12-2011-0037
Gunday, G., Ulusoy, G., Kilic, K., & Alpkan, L. (n.d.). EFFECTS OF INNOVATION TYPES ON FIRM PERFORMANCE.
Hariadi, H., Humairoh, F., Desmiyawati, D., & Azlina, N. (2022). MSME PERFORMANCE EFFECTIVENESS DURING COVID 19 PANDEMIC PERIOD. JRAK, 14(1), 101–106. https://doi.org/10.23969/jrak.v14i1.4638
Heider, A., Hülsbeck, M., & von Schlenk-Barnsdorf, L. (2022). The role of family firm specific resources in innovation: an integrative literature review and framework. Management Review Quarterly, 72(2), 483–530. https://doi.org/10.1007/s11301-021-00256-3
Hendricks, S., & Mwapwele, S. D. (2024). A systematic literature review on the factors influencing e-commerce adoption in developing countries. Data and Information Management, 8(1), 100045. https://doi.org/10.1016/j.dim.2023.100045
Hidayati, R., Permatasari, R., & Fairy, A. N. (2019). Factors Affecting E-Commerce Adoption and Their Impact on SMEs’ Performance: A Case Study of Jabodetabek Region. Proceedings of the International Conference on Trade 2019 (ICOT 2019). https://doi.org/10.2991/icot-19.2019.5
Huang, J., & Li, Y. (2009). The mediating effect of knowledge management on social interaction and innovation performance. International Journal of Manpower, 30(3), 285–301. https://doi.org/10.1108/01437720910956772
Jalil, F., Yang, J., Al-Okaily, M., & Rehman, S. U. (2024). E-commerce for a sustainable future: integrating trust, green supply chain management and online shopping satisfaction. Asia Pacific Journal of Marketing and Logistics, 36(10), 2354–2370. https://doi.org/10.1108/APJML-12-2023-1188
Jehangir, M., Dominic, P. D. D., Downe, A. G., & Naseebullah. (2011). Technology Resources and E-Commerce Impact on Business Performance (pp. 440–447). https://doi.org/10.1007/978-3-642-22410-2_38
Kabanda, S. K., & Brown, I. (2015). E‐Commerce Enablers and Barriers in Tanzanian Small and Medium Enterprises. THE ELECTRONIC JOURNAL OF INFORMATION SYSTEMS IN DEVELOPING COUNTRIES, 67(1), 1–24. https://doi.org/10.1002/j.1681-4835.2015.tb00485.x
Kabue, L. W., & Kilika, J. M. (2016). Firm Resources, Core Competencies and Sustainable Competitive Advantage: An Integrative Theoretical Framework. Journal of Management and Strategy, 7(1). https://doi.org/10.5430/jms.v7n1p98
Kim, D. J. (2012). An investigation of the effect of online consumer trust on expectation, satisfaction, and post-expectation. Information Systems and E-Business Management, 10(2), 219–240. https://doi.org/10.1007/s10257-010-0136-2
Kuruwitaarachchi, N., Yajid, M. S. A., Khatibi, A., & Azam, S. M. F. (2020). Information Technology Factors Influence the Adoption to Ecommerce in Small and Medium Scale Organizations in Sri Lanka: A Research Agenda. International Journal of E-Education, e-Business, e-Management and e-Learning, 10(1), 95–103. https://doi.org/10.17706/ijeeee.2020.10.1.95-103
Lestari, N. S., Rosman, D., & Triana, I. (2024). Analyzing the Effect of Innovation and Strategic Planning on MSME Performance, Utilizing Technology Adoption as a Moderator. Procedia Computer Science, 245, 500–507. https://doi.org/10.1016/j.procs.2024.10.276
Li, Z., & Zhou, Y. (2025). Starting with trust: unraveling the impact of AI trust on employee digital performance. Baltic Journal of Management. https://doi.org/10.1108/BJM-03-2025-0177
Liu, J., Wang, Q., & Wei, C. (2023). Unleashing Green Innovation in Enterprises: The Transformative Power of Digital Technology Application, Green Human Resource, and Digital Innovation Networks. Systems, 12(1), 11. https://doi.org/10.3390/systems12010011
Lukovszki, L., Rideg, A., & Sipos, N. (2021). Resource-based view of innovation activity in SMEs: an empirical analysis based on the global competitiveness project. Competitiveness Review: An International Business Journal, 31(3), 513–541. https://doi.org/10.1108/CR-01-2020-0018
Lukyanenko, R., Maass, W., & Storey, V. C. (2022). Trust in artificial intelligence: From a Foundational Trust Framework to emerging research opportunities. Electronic Markets, 32(4), 1993–2020. https://doi.org/10.1007/s12525-022-00605-4
Mayayise, T. O. (2024). Investigating factors influencing trust in C2C e-commerce environments: A systematic literature review. Data and Information Management, 8(1), 100056. https://doi.org/10.1016/j.dim.2023.100056
Mojambo, G. A., Tulung, J. E., & Saerang, R. T. (2020). The Influence of Top Management Team (TMT) Characteristics Toward Indonesian Banks Financial Performance During the Digital Era (2014-2018). JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis dan Inovasi Universitas Sam Ratulangi)., 7(1).
Naila, D. L., Nandonde, F. A., & Makindara, J. (2025). Measuring the uptake of process innovation by SMEs in food industry: a resource-based view perspective. IIMBG Journal of Sustainable Business and Innovation, 3(1), 87–108. https://doi.org/10.1108/IJSBI-08-2024-0040
Nguyen Tran, S., & Ngo Thi, C. (2025). Business performance of family firms: exploring the roles of knowledge management, innovation and competitive advantage. Journal of Family Business Management. https://doi.org/10.1108/JFBM-01-2025-0004
Öztürk, O., & Bağış, M. (2025). Bridging resource dependence theory and resource-based view: a theoretical synthesis. Management Decision. https://doi.org/10.1108/MD-05-2024-1071
Pickles, M., O’Reilly Duffy, P., & Stewart, J. (2025). Addressing global labour challenges: An integrative model for sustainable hospitality workplaces, informed by resource-based view theory and the kaleidoscope career model. International Journal of Hospitality Management, 131, 104258. https://doi.org/10.1016/j.ijhm.2025.104258
Quintus, M., Mayr, K., Hofer, K. M., & Chiu, Y. T. (2024). Managing consumer trust in e-commerce: evidence from advanced versus emerging markets. International Journal of Retail & Distribution Management, 52(10/11), 1038–1056. https://doi.org/10.1108/IJRDM-10-2023-0609
Raj, A., Shukla, D., Quadir, A., & Sharma, P. (2024). What drives the adoption of digital technology in the micro, small, and medium enterprises sector in a developing economy? Journal of Business & Industrial Marketing, 39(9), 1984–2002. https://doi.org/10.1108/JBIM-09-2023-0512
Ratnasingam, P. (2005). E‐Commerce relationships: The impact of trust on relationship continuity. International Journal of Commerce and Management, 15(1), 1–16. https://doi.org/10.1108/10569210580000187
Šaković Jovanović, J., Vujadinović, R., Mitreva, E., Fragassa, C., & Vujović, A. (2020). The Relationship between E-Commerce and Firm Performance: The Mediating Role of Internet Sales Channels. Sustainability, 12(17), 6993. https://doi.org/10.3390/su12176993
Salah, O. H., & Ayyash, M. M. (2024). E-commerce adoption by SMEs and its effect on marketing performance: An extended of TOE framework with ai integration, innovation culture, and customer tech-savviness. Journal of Open Innovation: Technology, Market, and Complexity, 10(1), 100183. https://doi.org/10.1016/j.joitmc.2023.100183
Santo, P. E., & Marques, A. M. A. (2022). Determinants of the online purchase intention: hedonic motivations, prices, information and trust. Baltic Journal of Management, 17(1), 56–71. https://doi.org/10.1108/BJM-04-2021-0140
Sutrisno, T. F. C. W., & Sutrisno, T. F. C. W. (n.d.). THE EFFECT OF TAM FACTOR ON REPURCHASE INTENTION (Go-Pay Digital Wallet Case Study). JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi) 10, 181–197. https://doi.org/10.35794/jmbi.v10i1.47483
Shanmugam, J. K., Teoh Ai Ping, & Ramayah Thuraisamy. (2022). Business-to-Business E-Commerce Adoption Amongst the Malaysian Manufacturing Small and Medium-Sized Enterprises: Strategic Agility as Moderator. East Asian Journal of Multidisciplinary Research, 1(4), 485–510. https://doi.org/10.55927/eajmr.v1i4.76
Sharma, G., & Lijuan, W. (2014). Ethical perspectives on e-commerce: an empirical investigation. Internet Research, 24(4), 414–435. https://doi.org/10.1108/IntR-07-2013-0162
Tam, C., Loureiro, A., & Oliveira, T. (2019). The individual performance outcome behind e-commerce. Internet Research, 30(2), 439–462. https://doi.org/10.1108/INTR-06-2018-0262
Tseng, F.-M., Liang, C.-W., & Nguyen, N. B. (2023). Blockchain technology adoption and business performance in large enterprises: A comparison of the United States and China. Technology in Society, 73, 102230. https://doi.org/10.1016/j.techsoc.2023.102230
Wasudawan, K., Weissmann, M. A., & Nwobodo, S. (2025). Small and medium-sized enterprises perceived trust towards social media: applying the extended technology acceptance model. Journal of Asia Business Studies. https://doi.org/10.1108/JABS-12-2024-0701
Yan, Z., Lu, X., Chen, Y., & Wang, K. (2023). Institutional distance, internationalization speed and cross-border e-commerce platform utilization. Management Decision, 61(1), 176–200. https://doi.org/10.1108/MD-09-2021-1172
Zhuang, Y., & Lederer, A. L. (2006). A resource-based view of electronic commerce. Information & Management, 43(2), 251–261. https://doi.org/10.1016/j.im.2005.06.006




