How to cite this paper
Setyowati, N., Masyhuri, M., Mulyo, J & Irham, I. (2024). Motivational factors and the impact of e-commerce adoption on business performance: Evidence from traditional drink SMEs in Indonesia.International Journal of Data and Network Science, 8(3), 1689-1700.
Refrences
Abrahão, R. de S., Moriguchi, S. N., & Andrade, D. F. (2016). Intention of adoption of mobile payment: An analysis in the light of the Unified Theory of Acceptance and Use of Technology (UTAUT). RAI Revista de Administração e Ino-vação, 13(3), 221–230. https://doi.org/10.1016/j.rai.2016.06.003
Ahmad, S. Z., Abu Bakar, A. R., & Ahmad, N. (2019). Social media adoption and its impact on firm performance: the case of the UAE. International Journal of Entrepreneurial Behaviour and Research, 25(1), 84–111. https://doi.org/10.1108/IJEBR-08-2017-0299
Ainin, S., Parveen, F., Moghavvemi, S., Jaafar, N. I., & Shuib, N. L. M. (2015). Factors influencing the use of social media by SMEs and its performance outcomes. Industrial Management and Data Systems, 115(3), 570–588. https://doi.org/10.1108/IMDS-07-2014-0205
Ajzen, I. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes, 50, 179–211. https://doi.org/10.1080/10410236.2018.1493416
Al-qirim, N. (2007). The adoption of eCommerce communications and applications technologies in small businesses in New Zealand. Electronic Commerce Research and Applications, 6, 462–473. https://doi.org/10.1016/j.elerap.2007.02.012
Alam, S. S., Khatibi, A., Ahmad, M. I. S., & Ismail, H. (2007). Factors affecting e-commerce adoption in the electronic manufacturing companies in Malaysia. International Journal of Commerce and Management, 17(1/2), 1–19.
Alderete, M. V. (2019). Electronic commerce contribution to the SME performance in manufacturing firms: A structural equation model. Contaduria y Administracion, 64(4), 1–24. https://doi.org/10.22201/FCA.24488410E.2019.1922
Alrawabdeh, W. (2014). Environmental Factors Affecting Mobile Commerce Adoption- An Exploratory Study on the Tel-ecommunication Firms in Jordan. International Journal of Business and Social Science, 5(8), 151–164.
Alrousan, M. K., Al-Adwan, A. S., Al-Madadha, A., & Al Khasawneh, M. H. (2020). Factors affecting the adoption of e-marketing by decision makers in SMEs: Evidence from Jordan. International Journal of E-Business Research, 16(1), 1–27. https://doi.org/10.4018/IJEBR.2020010101
AlSharji, A., Ahmad, S. Z., & Abu Bakar, A. R. (2018). Understanding social media adoption in SMEs: Empirical evi-dence from the United Arab Emirates. Journal of Entrepreneurship in Emerging Economies, 10(2), 302–328. https://doi.org/10.1108/JEEE-08-2017-0058
Arihantana, N. M. I. H., P, I. D. P. K., Wiadnyani, A. A. I. S., & Widarta, I. W. R. (2015). Kajian nilai gizi minuman tradi-sional Bali. Jurnal Agrotekno, 17(1), 8–11.
Awiagah, R., Kang, J., & Lim, J. I. (2016). Factors affecting e-commerce adoption among SMEs in Ghana. Information Development, 32(4), 815–836. https://doi.org/10.1177/0266666915571427
Belleau, B. D., Summers, T. A., Xu, Y., & Pinel, R. (2007). Theory of reasoned action: Purchase intention of young con-sumers. Clothing and Textiles Research Journal, 25(3), 244–257. https://doi.org/10.1177/0887302X07302768
Bordonaba-Juste, V., Lucia-Palacios, L., & Polo-Redondo, Y. (2012). The influence of organizational factors on e-business use: Analysis of firm size. Marketing Intelligence and Planning, 30(2), 212–229. https://doi.org/10.1108/02634501211211984
Byrne, B. M. (2016). Structural Equation Modeling with Amos: Basic Concepts, Aplications, and Programming. In Struc-tural Equation Modeling With AMOS (Third). Routledge Taylor & Francis Group.
Chan, W. M., & Lee, J. W. C. (2021). 5G Connected Autonomous Vehicle Acceptance: the Mediating Effect of Trust in the Technology Acceptance Model. Asian Journal of Business Research, 11(1), 40–61. https://doi.org/10.14707/ajbr.210098
Chong, A. Y. L. (2013). A two-staged SEM-neural network approach for understanding and predicting the determinants of m-commerce adoption. Expert Systems with Applications, 40(4), 1240–1247. https://doi.org/10.1016/j.eswa.2012.08.067
Chong, J., & Olesen, K. (2017). A Technology-Organization-Environment Perspective on Eco-effectiveness : A Meta-analysis. Australasian Journal of Information Systems, 21, 1–26.
Combs, J. G., Crook, T. R., & Shook, C. L. (2004). THE DIMENSIONALITY OF ORGANIZATIONAL PERFORMANCE AND ITS IMPLICATIONS FOR STRATEGIC MANAGEMENT RESEARCH James (Vol. 1).
Creswell, W. J., & Creswell, J. D. (2018). Research Design: Qualitative, Quantitative adn Mixed Methods Approaches. In Helen Salmon Content (Ed.), Journal of Chemical Information and Modeling (Fifth, Vol. 53, Issue 9). SAGE.
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/10.5962/bhl.title.33621
Dirgantari, P. D., Hidayat, Y. M., Mahphoth, M. H., & Nugraheni, R. (2020). Level of Use and Satisfaction of E-Commerce Customers in Covid-19 Pandemic Period: An Information System Success Model (ISSM) Approach. Indo-nesian Journal of Science & Technology, 5(2), 261–270.
Effendi, M. ., Sugandini, D., Istanto, Y., Arundati, R., & Adisti, T. (2020). The Technology-Organization-Environment Framework: Adopsi Teknologi Pada UKM (1st ed., Issue 1). Zahir Publishing.
El-Gohary, H. (2012). Factors affecting E-Marketing adoption and implementation in tourism firms: An empirical inves-tigation of Egyptian small tourism organisations. Tourism Management, 33(5), 1256–1269. https://doi.org/10.1016/j.tourman.2011.10.013
Fishbein, M., & Ajzen, I. (1975). Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research. In Ad-dison-Wesley Publishing Company. Addison Wesley.
Garson, G. D. (2016). Partial Least Squares. Regression and Structural Equation Models. In Garson. Statistical Associates Publishing.
Ghobakhloo, M., Arias-Aranda, D., & Benitez-Amado, J. (2011). Adoption of e-commerce applications in SMEs. Indus-trial Management and Data Systems, 111(8), 1238–1269. https://doi.org/10.1108/02635571111170785
Ghobakhloo, M., & Tang, S. H. (2013). The role of owner/manager in adoption of electronic commerce in small business-es: The case of developing countries. Journal of Small Business and Enterprise Development, 20(4), 754–787. https://doi.org/10.1108/JSBED-12-2011-0037
Grandón, E. E., Nasco, S. A., & Mykytyn, P. P. (2011). Comparing theories to explain e-commerce adoption. Journal of Business Research, 64(3), 292–298. https://doi.org/10.1016/j.jbusres.2009.11.015
Hafsyah, A. H. (2020). Pengaruh Kepuasan Konsumen, Perilaku Konsumtif, dan gaya Hidup Hedonis Terhadap Transaksi Online (E commerce). Prisma, 01(06), 94–103.
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., Black, W. C., & Anderson, R. E. (2018). Multivariate Data Analy-sis (Eight). Annabel Ainscow. https://doi.org/10.1002/9781119409137.ch4
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. Eu-ropean Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hendayana, R., Janes, D. A. N., & Alfons, B. (2007). Kebutuhan Teknologi Untuk Umkm Sektor Pertanian Mendukung Ketahanan Pangan. Prosiding Seminar Nasional : Akselerasi Inovasi Teknologi Pertanian Spesifik Lokasi Mendukung Ketahanan Pangan DiWilayah Kepulauan KEBUTUHAN, 383–389.
Ho, Y., & Lin, C. (2012). An Empirical Study on Taiwanese Logistics Companies ’ Attitudes toward Environmental Man-agement Practices. Advances in Management & Applied Economics, 2(4), 223–241.
Huy, L. Van, Rowe, F., Truex, D., & Huynh, M. Q. (2012). An empirical study of determinants of E-Commerce adoption in SMEs in Vietnam: An Economy in Transition. Journal of Global Information Management, 20(3), 23–54. https://doi.org/10.4018/jgim.2012070102
Iddris, F. (2014). Adoption of E-commerce Solutions in Small and Medium-sized Enterprises in Ghana. European Journal of Business and Management. Journal of Business and Retail Management Research (JBRMR, 8(2), 4 (10), 48–57.
Isa, S. M., & Alenezi, S. (2022). The Relationship between the Frequency of Technology Use and Electronic Commerce Adoption among Small and Medium-Sized Enterprises in Kuwait. Asian Journal of Business and Accounting, 15(1), 207–241. https://doi.org/10.22452/ajba.vol15no1.7
Jahanshahi, A. A., Rezaei, M., Nawaser, K., Ranjbar, V., & Pitamber, B. K. (2012). Analyzing the effects of electronic commerce on organizational performance: Evidence from small and medium enterprises. African Journal of Business Management, 6(22). https://doi.org/10.5897/ajbm11.1768
Junadi, & Sfenrianto. (2015). A Model of Factors Influencing Consumer’s Intention to Use E-payment System in Indone-sia. Procedia Computer Science, 59(Iccsci), 214–220. https://doi.org/10.1016/j.procs.2015.07.557
KEMENKOPUMKM. (2021). Peraturan Menteri Koperasi dan UMKM RI Nomor 5 Tahun 2021 (NOMOR 5 TAHUN 2021; Issue July).
Kwabena, G.-Y., Mei, Q., Ghumro, T. H., Li, W., & Erusalkina, D. (2021). Effects of a Technological-Organizational-Environmental Factor on the Adoption of the Mobile Payment System. Journal of Asian Finance, Economics and Business, 8(2), 329–338. https://doi.org/10.13106/jafeb.2021.vol8.no2.0329
Li, D., Lai, F., & Wang, J. (2010). e-Business assimilation in China’s international trade firms: the technology-organization- environment framework. Journal of Global Information Technology, 18(1), 39–65. https://doi.org/10.4018/jgim.2010091102
Lim, S. C., Baharudin, A. S., & Low, R. Q. (2017). Factors influence SMEs in Malaysia to adopt e-commerce: Moderating roles of perceived strategic value. Journal of Engineering and Applied Sciences, 12(6), 1566–1574. https://doi.org/10.3923/jeasci.2017.1566.1574
Lin, A., & Chen, N. C. (2012). Cloud computing as an innovation: Percepetion, attitude, and adoption. International Jour-nal of Information Management, 32(6), 533–540. https://doi.org/10.1016/j.ijinfomgt.2012.04.001
MacGregor, R. C., & Vrazalic, L. (2005). A basic model of electronic commerce adoption barriers: A study of regional small businesses in Sweden and Australia. Journal of Small Business and Enterprise Development, 12(4), 510–527. https://doi.org/10.1108/14626000510628199
Maduku, D. K., Mpinganjira, M., & Duh, H. (2016). Understanding mobile marketing adoption intention by South African SMEs: A multi-perspective framework. International Journal of Information Management, 36(5), 711–723. https://doi.org/10.1016/j.ijinfomgt.2016.04.018
Mahliza, F. (2019). The Influence of E-Commerce Adoption Using Social Media Towards Business Performance of Micro Enterprises. International Journal of Business, Economics and Law, 18(5), 290–299.
Mandira, A., Swikno, S., Fadilah, M., & Sunaryo, D. (2020). Strategi Marketing Teh Rempah “Uwuhable” Di Era Urban-isme Dan Pandemi Covid-19. Inovasi Manajemen Dan Kebijakan Publik, 3(2), 14. https://doi.org/10.54980/imkp.v3i2.121
Marhadi, Fitri, K., Pramadewi, A., & Rifqi, A. (2019). The influence of e-commerce applications in the micro small me-dium entreprise with the technology acceptance model (tam) approach. International Journal of Scientific and Tech-nology Research, 8(9), 2175–2180.
Martins, C., Oliveira, T., & Popovič, A. (2014). Understanding the internet banking adoption: A unified theory of ac-ceptance and use of technology and perceived risk application. International Journal of Information Management, 34(1), 1–13. https://doi.org/10.1016/j.ijinfomgt.2013.06.002
Md Ali, N., Nik Mat, N. K., & Md Ali, N. (2015). The Conceptual Framework for E-Commerce Adoption Model. Ameri-can Journal of Economics, 5(2), 148–154. https://doi.org/10.5923/c.economics.201501.16
Md Johar, M. G., & Ahmad Awalluddin, J. A. (2011). The Role of Technology Acceptance Model in Explaining Effect on E-Commerce Application System. International Journal of Managing Information Technology, 3(3), 1–14. https://doi.org/10.5121/ijmit.2011.3301
Mumu, J., Tanujaya, B., Charitas, R., & Prahmana, I. (2022). Likert Scale in Social Sciences Research: Problems and Dif-ficulties. FWU Journal of Social Sciences, 16(4), 89–101. https://doi.org/10.51709/19951272/Winter2022/7
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 Inno-vation: Technology, Market, and Complexity, 8(4). https://doi.org/10.3390/joitmc8040200
Noviani Hanum, A., & Sinarasri, A. (2018). Analisis Faktor-Faktor Yang Mempengaruhi Adopsi E Commerce Dan Pengaruhnya Terhadap Kinerja Umkm (Studi Kasus Umkm Di Wilayah Kota Semarang). Media Akuntansi Universitas Muhammadiyah Semarang (Maksimum), 8(1), 1. https://doi.org/10.26714/mki.8.1.2018.1-15
Noyola-Medina, A. M., Pinzón-Castro, S. Y., & Maldonado-Guzmán, G. (2018). Innovation and Digital Marketing Adop-tion in Mexican Small Business. Journal of Management and Sustainability, 8(2), 18. https://doi.org/10.5539/jms.v8n2p18
Nurdin, A. I., Amin, M. Z., Putri, Z. A., Lestari, A. W. S., & Fauzi, A. (2018). Eksistensi jamu sebagai minuman tradision-al di dunia penelitian modern dan potensinya dalam kajian in silico. Prosiding Seminar Nasional IV 2018: Peran Bi-ologi Dan Pendidikan Biologi Dalam Revolusi Industri 4.0 Dan Mendukung Pencapaian Sustainability Development Goals (SDG’s), 187–196.
Nurunnisha, G. A., & Dalimunthe, G. P. (2018). The Effect of E-Commerce Awareness in E-Commerce Technology Ac-ceptance on MSME in Bandung. DeReMa (Development Research of Management): Jurnal Manajemen, 13(2), 198. https://doi.org/10.19166/derema.v13i2.1093
Ong, J. W., Poong, Y. S., & Ng, T. H. (2008). 3G services adoption among university students: Diffusion of innovation theory. Communications of the IBIMA, 3(2008), 113–121.
Ong, T. S., Teh, B. H., Kasbun, N. F., Mahroeian, H., & Hossain, M. I. (2020). Electronic commerce adoption among Ma-laysian SMEs. Journal of Critical Reviews, 7(19), 555–565. https://doi.org/10.31838/jcr.07.19.71
Pearson, J. M., & Grandon, E. . (2005). An Empirical Study of Factors That Influence E-Commerce Adoption/Non- Adop-tion in Small and Medium Sized Businesses. Journal of Internet Commerce, 4(4), 133–152. https://doi.org/10.1300/J179v04n04
Prameswari, N. S., Suharto, M., & Afatara, N. (2017). Developing E-Commerce for Micro Small Medium Enterprise (MSME) to Cope with Cultural Transformation of Online Shopping. Jurnal Dinamika Manajemen, 8(2), 188–198. https://doi.org/10.15294/jdm.v8i2.12759
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
Rahayu, R., & Day, J. (2017). E-commerce adoption by SMEs in developing countries: evidence from Indonesia. Eurasian Business Review, 7(1), 25–41. https://doi.org/10.1007/s40821-016-0044-6
Ramayah, T., & Aafaqi, B. (2005). Intention to shop online amongst MBA students: comparing theory of reasoned action (TRA) and the technology acceptance model (TAM). APMC Conference, 43–47.
Rayed, A., Nguyen, A., & Jones, V. (2013). A Study of Influential Factors in the Adoption and Diffusion of B2C E-Commerce. International Journal of Advanced Computer Science and Applications, 4(1), 89–94. https://doi.org/10.14569/ijacsa.2013.040113
Rogers, E. M. (1983). Diffusion of Innovations. In An Integrated Approach to Communication Theory and Research, Third Edition (Third Edit). Free Press. https://doi.org/10.4324/9780203710753-35
Rogers, E. M. (2003). Diffusion of Innovations (Fifth). Free Press.
Sánchez-Torres, J. A., Berrío, S. P. R., & Rendón, P. A. O. (2021). The adoption of E-commerce in SMEs: The colombian case. Journal of Telecommunications and the Digital Economy, 9(3), 110–135. https://doi.org/10.18080/jtde.v9n3.403
Sanchez-Torres, J. A., & Juarez-Acosta, F. (2019). Modelling SME e-commerce with IMAES. Journal of Business and In-dustrial Marketing, 34(1), 137–149. https://doi.org/10.1108/JBIM-04-2018-0132
Sarmah, B., Sharma, S., & Gupta, S. (2017). Antecedents of e-business adoption intention: An empirical study. Interna-tional Journal of Innovation Science, 9(4), 417–434. https://doi.org/10.1108/IJIS-05-2017-0048
Setyowati, N., Masyhuri, Mulyo, J. H., Irham, & Yudhistira, B. (2023). The hidden treasure of wedang uwuh, an ethnic traditional drink from Java, Indonesia: Its benefits and innovations. International Journal of Gastronomy and Food Science, 31(December 2022), 100688. https://doi.org/10.1016/j.ijgfs.2023.100688
Shemi, A. P., & Procter, C. T. (2013). Challenges of E-Commerce Adoption in SMEs: An Interpretive Case Study of Bot-swana. Botswana Journal of Business, 6(1), 17–30.
Singh, N., Sinha, N., & Liébana-Cabanillas, F. J. (2020). Determining factors in the adoption and recommendation of mo-bile wallet services in India: Analysis of the effect of innovativeness, stress to use and social influence. International Journal of Information Management, 50(April 2019), 191–205. https://doi.org/10.1016/j.ijinfomgt.2019.05.022
Sombultawee, K. (2020). Antecedents and consequences of e-commerce adoption for SMEs. Kasetsart Journal of Social Sciences, 41(1), 256–261.
Sunaryo, E. S. (2015). Minuman Tradisional Penguat Kekebalan Tubuh. In Kompas Gramedia. PT Elex Medua Komputin-do.
Tan, K. S., Chong, S. C., Lin, B., & Eze, U. C. (2009). Internet-based ICT adoption: Evidence from Malaysian SMEs. In-dustrial Management and Data Systems, 109(2), 224–244. https://doi.org/10.1108/02635570910930118
Theodosiou, M., & Katsikea, E. (2012). Antecedents and performance of electronic business adoption in the hotel indus-try. European Journal of Marketing, 46(1), 258–283. https://doi.org/10.1108/03090561211189329
Tornatzky, L., & Fleisher, M. (1990). The process of Technological Innovation. Journal of Technology Transfer, 16(1), 45–46.
Uzoka, F. M. E. (2008). Organisational influences on e-commerce adoption in a developing country context using UTAUT. International Journal of Business Information Systems, 3(3), 300–316. https://doi.org/10.1504/IJBIS.2008.017287
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly Research Articel, 27(3), 425–478. https://doi.org/10.1201/9780849375477.ch230
Verkijika, S. F. (2018). Factors influencing the adoption of mobile commerce applications in Cameroon. Telematics and Informatics, 35(6), 1665–1674. https://doi.org/10.1016/j.tele.2018.04.012
Wanyoike, D. M., Mukulu, E., & Waititu, A. G. (2012). ICT Attributes as Determinants of Internet Social Adoption by Formal Small Enterprises in Urban Kenya. International Journal of Arts and Commerce, 1(7), 65–74.
Yeni, A. C., & Yasri, Y. (2020). The Effect of Organizational Readiness, Business Environment and Social Media on Adoption of E-Commerce and the SMEs Performance at Sungai Penuh City. Proceedings of the 5th Padang Interna-tional Conference On Economics Education, Economics, Business and Management, Accounting and Entrepreneurship (PICEEBA-5, 152, 638–651. https://doi.org/10.2991/aebmr.k.201126.072
Zhu, K., Kraemer, K., & Xu, S. (2003). Electronic business adoption by European firms: A cross-country assessment of the facilitators and inhibitors. European Journal of Information Systems, 12(4), 251–268. https://doi.org/10.1057/palgrave.ejis.3000475
Ahmad, S. Z., Abu Bakar, A. R., & Ahmad, N. (2019). Social media adoption and its impact on firm performance: the case of the UAE. International Journal of Entrepreneurial Behaviour and Research, 25(1), 84–111. https://doi.org/10.1108/IJEBR-08-2017-0299
Ainin, S., Parveen, F., Moghavvemi, S., Jaafar, N. I., & Shuib, N. L. M. (2015). Factors influencing the use of social media by SMEs and its performance outcomes. Industrial Management and Data Systems, 115(3), 570–588. https://doi.org/10.1108/IMDS-07-2014-0205
Ajzen, I. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes, 50, 179–211. https://doi.org/10.1080/10410236.2018.1493416
Al-qirim, N. (2007). The adoption of eCommerce communications and applications technologies in small businesses in New Zealand. Electronic Commerce Research and Applications, 6, 462–473. https://doi.org/10.1016/j.elerap.2007.02.012
Alam, S. S., Khatibi, A., Ahmad, M. I. S., & Ismail, H. (2007). Factors affecting e-commerce adoption in the electronic manufacturing companies in Malaysia. International Journal of Commerce and Management, 17(1/2), 1–19.
Alderete, M. V. (2019). Electronic commerce contribution to the SME performance in manufacturing firms: A structural equation model. Contaduria y Administracion, 64(4), 1–24. https://doi.org/10.22201/FCA.24488410E.2019.1922
Alrawabdeh, W. (2014). Environmental Factors Affecting Mobile Commerce Adoption- An Exploratory Study on the Tel-ecommunication Firms in Jordan. International Journal of Business and Social Science, 5(8), 151–164.
Alrousan, M. K., Al-Adwan, A. S., Al-Madadha, A., & Al Khasawneh, M. H. (2020). Factors affecting the adoption of e-marketing by decision makers in SMEs: Evidence from Jordan. International Journal of E-Business Research, 16(1), 1–27. https://doi.org/10.4018/IJEBR.2020010101
AlSharji, A., Ahmad, S. Z., & Abu Bakar, A. R. (2018). Understanding social media adoption in SMEs: Empirical evi-dence from the United Arab Emirates. Journal of Entrepreneurship in Emerging Economies, 10(2), 302–328. https://doi.org/10.1108/JEEE-08-2017-0058
Arihantana, N. M. I. H., P, I. D. P. K., Wiadnyani, A. A. I. S., & Widarta, I. W. R. (2015). Kajian nilai gizi minuman tradi-sional Bali. Jurnal Agrotekno, 17(1), 8–11.
Awiagah, R., Kang, J., & Lim, J. I. (2016). Factors affecting e-commerce adoption among SMEs in Ghana. Information Development, 32(4), 815–836. https://doi.org/10.1177/0266666915571427
Belleau, B. D., Summers, T. A., Xu, Y., & Pinel, R. (2007). Theory of reasoned action: Purchase intention of young con-sumers. Clothing and Textiles Research Journal, 25(3), 244–257. https://doi.org/10.1177/0887302X07302768
Bordonaba-Juste, V., Lucia-Palacios, L., & Polo-Redondo, Y. (2012). The influence of organizational factors on e-business use: Analysis of firm size. Marketing Intelligence and Planning, 30(2), 212–229. https://doi.org/10.1108/02634501211211984
Byrne, B. M. (2016). Structural Equation Modeling with Amos: Basic Concepts, Aplications, and Programming. In Struc-tural Equation Modeling With AMOS (Third). Routledge Taylor & Francis Group.
Chan, W. M., & Lee, J. W. C. (2021). 5G Connected Autonomous Vehicle Acceptance: the Mediating Effect of Trust in the Technology Acceptance Model. Asian Journal of Business Research, 11(1), 40–61. https://doi.org/10.14707/ajbr.210098
Chong, A. Y. L. (2013). A two-staged SEM-neural network approach for understanding and predicting the determinants of m-commerce adoption. Expert Systems with Applications, 40(4), 1240–1247. https://doi.org/10.1016/j.eswa.2012.08.067
Chong, J., & Olesen, K. (2017). A Technology-Organization-Environment Perspective on Eco-effectiveness : A Meta-analysis. Australasian Journal of Information Systems, 21, 1–26.
Combs, J. G., Crook, T. R., & Shook, C. L. (2004). THE DIMENSIONALITY OF ORGANIZATIONAL PERFORMANCE AND ITS IMPLICATIONS FOR STRATEGIC MANAGEMENT RESEARCH James (Vol. 1).
Creswell, W. J., & Creswell, J. D. (2018). Research Design: Qualitative, Quantitative adn Mixed Methods Approaches. In Helen Salmon Content (Ed.), Journal of Chemical Information and Modeling (Fifth, Vol. 53, Issue 9). SAGE.
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/10.5962/bhl.title.33621
Dirgantari, P. D., Hidayat, Y. M., Mahphoth, M. H., & Nugraheni, R. (2020). Level of Use and Satisfaction of E-Commerce Customers in Covid-19 Pandemic Period: An Information System Success Model (ISSM) Approach. Indo-nesian Journal of Science & Technology, 5(2), 261–270.
Effendi, M. ., Sugandini, D., Istanto, Y., Arundati, R., & Adisti, T. (2020). The Technology-Organization-Environment Framework: Adopsi Teknologi Pada UKM (1st ed., Issue 1). Zahir Publishing.
El-Gohary, H. (2012). Factors affecting E-Marketing adoption and implementation in tourism firms: An empirical inves-tigation of Egyptian small tourism organisations. Tourism Management, 33(5), 1256–1269. https://doi.org/10.1016/j.tourman.2011.10.013
Fishbein, M., & Ajzen, I. (1975). Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research. In Ad-dison-Wesley Publishing Company. Addison Wesley.
Garson, G. D. (2016). Partial Least Squares. Regression and Structural Equation Models. In Garson. Statistical Associates Publishing.
Ghobakhloo, M., Arias-Aranda, D., & Benitez-Amado, J. (2011). Adoption of e-commerce applications in SMEs. Indus-trial Management and Data Systems, 111(8), 1238–1269. https://doi.org/10.1108/02635571111170785
Ghobakhloo, M., & Tang, S. H. (2013). The role of owner/manager in adoption of electronic commerce in small business-es: The case of developing countries. Journal of Small Business and Enterprise Development, 20(4), 754–787. https://doi.org/10.1108/JSBED-12-2011-0037
Grandón, E. E., Nasco, S. A., & Mykytyn, P. P. (2011). Comparing theories to explain e-commerce adoption. Journal of Business Research, 64(3), 292–298. https://doi.org/10.1016/j.jbusres.2009.11.015
Hafsyah, A. H. (2020). Pengaruh Kepuasan Konsumen, Perilaku Konsumtif, dan gaya Hidup Hedonis Terhadap Transaksi Online (E commerce). Prisma, 01(06), 94–103.
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., Black, W. C., & Anderson, R. E. (2018). Multivariate Data Analy-sis (Eight). Annabel Ainscow. https://doi.org/10.1002/9781119409137.ch4
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. Eu-ropean Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hendayana, R., Janes, D. A. N., & Alfons, B. (2007). Kebutuhan Teknologi Untuk Umkm Sektor Pertanian Mendukung Ketahanan Pangan. Prosiding Seminar Nasional : Akselerasi Inovasi Teknologi Pertanian Spesifik Lokasi Mendukung Ketahanan Pangan DiWilayah Kepulauan KEBUTUHAN, 383–389.
Ho, Y., & Lin, C. (2012). An Empirical Study on Taiwanese Logistics Companies ’ Attitudes toward Environmental Man-agement Practices. Advances in Management & Applied Economics, 2(4), 223–241.
Huy, L. Van, Rowe, F., Truex, D., & Huynh, M. Q. (2012). An empirical study of determinants of E-Commerce adoption in SMEs in Vietnam: An Economy in Transition. Journal of Global Information Management, 20(3), 23–54. https://doi.org/10.4018/jgim.2012070102
Iddris, F. (2014). Adoption of E-commerce Solutions in Small and Medium-sized Enterprises in Ghana. European Journal of Business and Management. Journal of Business and Retail Management Research (JBRMR, 8(2), 4 (10), 48–57.
Isa, S. M., & Alenezi, S. (2022). The Relationship between the Frequency of Technology Use and Electronic Commerce Adoption among Small and Medium-Sized Enterprises in Kuwait. Asian Journal of Business and Accounting, 15(1), 207–241. https://doi.org/10.22452/ajba.vol15no1.7
Jahanshahi, A. A., Rezaei, M., Nawaser, K., Ranjbar, V., & Pitamber, B. K. (2012). Analyzing the effects of electronic commerce on organizational performance: Evidence from small and medium enterprises. African Journal of Business Management, 6(22). https://doi.org/10.5897/ajbm11.1768
Junadi, & Sfenrianto. (2015). A Model of Factors Influencing Consumer’s Intention to Use E-payment System in Indone-sia. Procedia Computer Science, 59(Iccsci), 214–220. https://doi.org/10.1016/j.procs.2015.07.557
KEMENKOPUMKM. (2021). Peraturan Menteri Koperasi dan UMKM RI Nomor 5 Tahun 2021 (NOMOR 5 TAHUN 2021; Issue July).
Kwabena, G.-Y., Mei, Q., Ghumro, T. H., Li, W., & Erusalkina, D. (2021). Effects of a Technological-Organizational-Environmental Factor on the Adoption of the Mobile Payment System. Journal of Asian Finance, Economics and Business, 8(2), 329–338. https://doi.org/10.13106/jafeb.2021.vol8.no2.0329
Li, D., Lai, F., & Wang, J. (2010). e-Business assimilation in China’s international trade firms: the technology-organization- environment framework. Journal of Global Information Technology, 18(1), 39–65. https://doi.org/10.4018/jgim.2010091102
Lim, S. C., Baharudin, A. S., & Low, R. Q. (2017). Factors influence SMEs in Malaysia to adopt e-commerce: Moderating roles of perceived strategic value. Journal of Engineering and Applied Sciences, 12(6), 1566–1574. https://doi.org/10.3923/jeasci.2017.1566.1574
Lin, A., & Chen, N. C. (2012). Cloud computing as an innovation: Percepetion, attitude, and adoption. International Jour-nal of Information Management, 32(6), 533–540. https://doi.org/10.1016/j.ijinfomgt.2012.04.001
MacGregor, R. C., & Vrazalic, L. (2005). A basic model of electronic commerce adoption barriers: A study of regional small businesses in Sweden and Australia. Journal of Small Business and Enterprise Development, 12(4), 510–527. https://doi.org/10.1108/14626000510628199
Maduku, D. K., Mpinganjira, M., & Duh, H. (2016). Understanding mobile marketing adoption intention by South African SMEs: A multi-perspective framework. International Journal of Information Management, 36(5), 711–723. https://doi.org/10.1016/j.ijinfomgt.2016.04.018
Mahliza, F. (2019). The Influence of E-Commerce Adoption Using Social Media Towards Business Performance of Micro Enterprises. International Journal of Business, Economics and Law, 18(5), 290–299.
Mandira, A., Swikno, S., Fadilah, M., & Sunaryo, D. (2020). Strategi Marketing Teh Rempah “Uwuhable” Di Era Urban-isme Dan Pandemi Covid-19. Inovasi Manajemen Dan Kebijakan Publik, 3(2), 14. https://doi.org/10.54980/imkp.v3i2.121
Marhadi, Fitri, K., Pramadewi, A., & Rifqi, A. (2019). The influence of e-commerce applications in the micro small me-dium entreprise with the technology acceptance model (tam) approach. International Journal of Scientific and Tech-nology Research, 8(9), 2175–2180.
Martins, C., Oliveira, T., & Popovič, A. (2014). Understanding the internet banking adoption: A unified theory of ac-ceptance and use of technology and perceived risk application. International Journal of Information Management, 34(1), 1–13. https://doi.org/10.1016/j.ijinfomgt.2013.06.002
Md Ali, N., Nik Mat, N. K., & Md Ali, N. (2015). The Conceptual Framework for E-Commerce Adoption Model. Ameri-can Journal of Economics, 5(2), 148–154. https://doi.org/10.5923/c.economics.201501.16
Md Johar, M. G., & Ahmad Awalluddin, J. A. (2011). The Role of Technology Acceptance Model in Explaining Effect on E-Commerce Application System. International Journal of Managing Information Technology, 3(3), 1–14. https://doi.org/10.5121/ijmit.2011.3301
Mumu, J., Tanujaya, B., Charitas, R., & Prahmana, I. (2022). Likert Scale in Social Sciences Research: Problems and Dif-ficulties. FWU Journal of Social Sciences, 16(4), 89–101. https://doi.org/10.51709/19951272/Winter2022/7
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 Inno-vation: Technology, Market, and Complexity, 8(4). https://doi.org/10.3390/joitmc8040200
Noviani Hanum, A., & Sinarasri, A. (2018). Analisis Faktor-Faktor Yang Mempengaruhi Adopsi E Commerce Dan Pengaruhnya Terhadap Kinerja Umkm (Studi Kasus Umkm Di Wilayah Kota Semarang). Media Akuntansi Universitas Muhammadiyah Semarang (Maksimum), 8(1), 1. https://doi.org/10.26714/mki.8.1.2018.1-15
Noyola-Medina, A. M., Pinzón-Castro, S. Y., & Maldonado-Guzmán, G. (2018). Innovation and Digital Marketing Adop-tion in Mexican Small Business. Journal of Management and Sustainability, 8(2), 18. https://doi.org/10.5539/jms.v8n2p18
Nurdin, A. I., Amin, M. Z., Putri, Z. A., Lestari, A. W. S., & Fauzi, A. (2018). Eksistensi jamu sebagai minuman tradision-al di dunia penelitian modern dan potensinya dalam kajian in silico. Prosiding Seminar Nasional IV 2018: Peran Bi-ologi Dan Pendidikan Biologi Dalam Revolusi Industri 4.0 Dan Mendukung Pencapaian Sustainability Development Goals (SDG’s), 187–196.
Nurunnisha, G. A., & Dalimunthe, G. P. (2018). The Effect of E-Commerce Awareness in E-Commerce Technology Ac-ceptance on MSME in Bandung. DeReMa (Development Research of Management): Jurnal Manajemen, 13(2), 198. https://doi.org/10.19166/derema.v13i2.1093
Ong, J. W., Poong, Y. S., & Ng, T. H. (2008). 3G services adoption among university students: Diffusion of innovation theory. Communications of the IBIMA, 3(2008), 113–121.
Ong, T. S., Teh, B. H., Kasbun, N. F., Mahroeian, H., & Hossain, M. I. (2020). Electronic commerce adoption among Ma-laysian SMEs. Journal of Critical Reviews, 7(19), 555–565. https://doi.org/10.31838/jcr.07.19.71
Pearson, J. M., & Grandon, E. . (2005). An Empirical Study of Factors That Influence E-Commerce Adoption/Non- Adop-tion in Small and Medium Sized Businesses. Journal of Internet Commerce, 4(4), 133–152. https://doi.org/10.1300/J179v04n04
Prameswari, N. S., Suharto, M., & Afatara, N. (2017). Developing E-Commerce for Micro Small Medium Enterprise (MSME) to Cope with Cultural Transformation of Online Shopping. Jurnal Dinamika Manajemen, 8(2), 188–198. https://doi.org/10.15294/jdm.v8i2.12759
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
Rahayu, R., & Day, J. (2017). E-commerce adoption by SMEs in developing countries: evidence from Indonesia. Eurasian Business Review, 7(1), 25–41. https://doi.org/10.1007/s40821-016-0044-6
Ramayah, T., & Aafaqi, B. (2005). Intention to shop online amongst MBA students: comparing theory of reasoned action (TRA) and the technology acceptance model (TAM). APMC Conference, 43–47.
Rayed, A., Nguyen, A., & Jones, V. (2013). A Study of Influential Factors in the Adoption and Diffusion of B2C E-Commerce. International Journal of Advanced Computer Science and Applications, 4(1), 89–94. https://doi.org/10.14569/ijacsa.2013.040113
Rogers, E. M. (1983). Diffusion of Innovations. In An Integrated Approach to Communication Theory and Research, Third Edition (Third Edit). Free Press. https://doi.org/10.4324/9780203710753-35
Rogers, E. M. (2003). Diffusion of Innovations (Fifth). Free Press.
Sánchez-Torres, J. A., Berrío, S. P. R., & Rendón, P. A. O. (2021). The adoption of E-commerce in SMEs: The colombian case. Journal of Telecommunications and the Digital Economy, 9(3), 110–135. https://doi.org/10.18080/jtde.v9n3.403
Sanchez-Torres, J. A., & Juarez-Acosta, F. (2019). Modelling SME e-commerce with IMAES. Journal of Business and In-dustrial Marketing, 34(1), 137–149. https://doi.org/10.1108/JBIM-04-2018-0132
Sarmah, B., Sharma, S., & Gupta, S. (2017). Antecedents of e-business adoption intention: An empirical study. Interna-tional Journal of Innovation Science, 9(4), 417–434. https://doi.org/10.1108/IJIS-05-2017-0048
Setyowati, N., Masyhuri, Mulyo, J. H., Irham, & Yudhistira, B. (2023). The hidden treasure of wedang uwuh, an ethnic traditional drink from Java, Indonesia: Its benefits and innovations. International Journal of Gastronomy and Food Science, 31(December 2022), 100688. https://doi.org/10.1016/j.ijgfs.2023.100688
Shemi, A. P., & Procter, C. T. (2013). Challenges of E-Commerce Adoption in SMEs: An Interpretive Case Study of Bot-swana. Botswana Journal of Business, 6(1), 17–30.
Singh, N., Sinha, N., & Liébana-Cabanillas, F. J. (2020). Determining factors in the adoption and recommendation of mo-bile wallet services in India: Analysis of the effect of innovativeness, stress to use and social influence. International Journal of Information Management, 50(April 2019), 191–205. https://doi.org/10.1016/j.ijinfomgt.2019.05.022
Sombultawee, K. (2020). Antecedents and consequences of e-commerce adoption for SMEs. Kasetsart Journal of Social Sciences, 41(1), 256–261.
Sunaryo, E. S. (2015). Minuman Tradisional Penguat Kekebalan Tubuh. In Kompas Gramedia. PT Elex Medua Komputin-do.
Tan, K. S., Chong, S. C., Lin, B., & Eze, U. C. (2009). Internet-based ICT adoption: Evidence from Malaysian SMEs. In-dustrial Management and Data Systems, 109(2), 224–244. https://doi.org/10.1108/02635570910930118
Theodosiou, M., & Katsikea, E. (2012). Antecedents and performance of electronic business adoption in the hotel indus-try. European Journal of Marketing, 46(1), 258–283. https://doi.org/10.1108/03090561211189329
Tornatzky, L., & Fleisher, M. (1990). The process of Technological Innovation. Journal of Technology Transfer, 16(1), 45–46.
Uzoka, F. M. E. (2008). Organisational influences on e-commerce adoption in a developing country context using UTAUT. International Journal of Business Information Systems, 3(3), 300–316. https://doi.org/10.1504/IJBIS.2008.017287
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly Research Articel, 27(3), 425–478. https://doi.org/10.1201/9780849375477.ch230
Verkijika, S. F. (2018). Factors influencing the adoption of mobile commerce applications in Cameroon. Telematics and Informatics, 35(6), 1665–1674. https://doi.org/10.1016/j.tele.2018.04.012
Wanyoike, D. M., Mukulu, E., & Waititu, A. G. (2012). ICT Attributes as Determinants of Internet Social Adoption by Formal Small Enterprises in Urban Kenya. International Journal of Arts and Commerce, 1(7), 65–74.
Yeni, A. C., & Yasri, Y. (2020). The Effect of Organizational Readiness, Business Environment and Social Media on Adoption of E-Commerce and the SMEs Performance at Sungai Penuh City. Proceedings of the 5th Padang Interna-tional Conference On Economics Education, Economics, Business and Management, Accounting and Entrepreneurship (PICEEBA-5, 152, 638–651. https://doi.org/10.2991/aebmr.k.201126.072
Zhu, K., Kraemer, K., & Xu, S. (2003). Electronic business adoption by European firms: A cross-country assessment of the facilitators and inhibitors. European Journal of Information Systems, 12(4), 251–268. https://doi.org/10.1057/palgrave.ejis.3000475