AN ANALYSIS OF DETERMINANTS OF E-COMMERCE-BASED ACCOUNTING INFORMATION SYSTEMS ADOPTION ON THE PERFORMANCE OF MILLENNIAL MSME IN MEDAN CITY

Dedy Husrizal Syah, Abigail El Karen

Abstract


This study aims to determine the effect of perceived usefulness, perceived ease of use, attitude toward using, and behavioral intention to use the service of e-commerce-based accounting information systems on Millennial MSME performance. The population in this research were all Millennial MSME actors in Medan City. The research sample comprised 46 respondents from this population using the purposive sampling method. According to the findings of this research, perceived usefulness has a positive and significant effect on MSMEs' performance, perceived ease of use has no significant effect on MSMEs' performance, attitude toward using has no significant effect on MSMEs' performance, and behavioral intention to use has no significant effect on MSMEs' performance. However, perceived usefulness, perceived ease of use, attitude toward using, and behavioral intention to use all significantly impact MSMEs' performance. This research highlights the effectiveness of MSME technology acceptance in adopting e-commerce and provides an overview of the condition of MSMEs amid technological advances, as well as empirical evidence to carry out further guidance for MSME actors.


Keywords


perceived usefulness; perceived ease of use; attitude toward using; behavioral intention to use; e-commerce-based accounting information system; MSME performance

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References


Abou-Shouk, M., Megicks, P., & Lim, W. M. (2013). Perceived benefits and e-commerce adoption by SME travel agents in developing countries: Evidence from Egypt. Journal of Hospitality & Tourism Research, 37(4), 490–515.

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. https://doi.org/10.1016/0749-5978(91)90020-T

Alsabawy, A. Y., Cater-Steel, A., & Soar, J. (2016). Determinants of perceived usefulness of e-learning systems. Computers in Human Behavior, 64, 843–858.

Alshurafat, H., Shbail, A., Obeid, M., Masadeh, W. M., Dahmash, F., & Al-Msiedeen, J. M. (2021). Factors affecting online accounting education during the COVID-19 pandemic: an integrated perspective of social capital theory, the theory of reasoned action and the technology acceptance model. Education and Information Technologies, 26(6), 6995–7013.

Altmeyer, M., Lessel, P., Jantwal, S., Muller, L., Daiber, F., & Krüger, A. (2021). Potential and effects of personalizing gameful fitness applications using behavior change intentions and Hexad user types. User Modeling and User-Adapted Interaction, 31(4), 675–712.

Arghashi, V., & Yuksel, C. A. (2022). Interactivity, Inspiration, and Perceived Usefulness! How retailers’ AR-apps improve consumer engagement through flow. Journal of Retailing and Consumer Services, 64, 102756.

Arias-Oliva, M., Pelegrín-Borondo, J., Almahameed, A. A., & Andrés-Sánchez, J. de. (2021). Ethical attitudes toward COVID-19 passports: evidences from Spain. International Journal of Environmental Research and Public Health, 18(24), 13098.

Askar, A. (2018). Mobile Electronic Performance Support System as a Learning and Performance Solution: A Qualitative Study Examining Usage, Performance, and Attitudes. Turkish Online Journal of Educational Technology - TOJET, 17(2), 76–88.

Barry, M., & Jan, M. T. (2018). Factors influencing the use of m-commerce: An extended technology acceptance model perspective. International Journal of Economics, Management and Accounting, 26(1), 157–183.

Basak, S. K., Govender, D. W., & Govender, I. (2016). Examining the impact of privacy, Security, and trust on the TAM and TTF models for e-commerce consumers: A pilot study. 2016 14th Annual Conference on Privacy, Security and Trust (PST), 19–26.

Beik, I. S., Swandaru, R., & Rizkiningsih, P. (2021). Utilization of Digital Technology for Zakat Development. In Islamic FinTech (pp. 231–248). Springer.

Ben-Zvi, T. (2012). Measuring the perceived effectiveness of decision support systems and their impact on performance. Decision Support Systems, 54(1), 248–256. https://doi.org/10.1016/j.dss.2012.05.033

Cheah, S., & Li, S. (2020). The effect of structured feedback on performance: The role of attitude and perceived usefulness. Sustainability, 12(5), 2101.

Cho, M., Bonn, M. A., & Han, S. J. (2018). Generation Z’s sustainable volunteering: Motivations, attitudes and job performance. Sustainability (Switzerland), 10(5), 1–16. https://doi.org/10.3390/su10051400

Chuang, L.-M., Liu, C.-C., & Kao, H.-K. (2016). The adoption of fintech service: TAM perspective. International Journal of Management and Administrative Sciences, 3(7), 1–15.

Chung, S., Lee, K. Y., & Kim, K. (2014). Job performance through mobile enterprise systems: The role of organizational agility, location independence, and task characteristics. Information and Management, 51(6), 605–617. https://doi.org/10.1016/j.im.2014.05.007

Correa, P., Rondán-Cataluña, F. J., Arenas-Gaitán, J., & Martín-Velicia, F. (2019). Analysing the acceptation of online games in mobile devices: An application of UTAUT2. Journal of Retailing and Consumer Services, 50, 85–93.

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly: Management Information Systems, 13(3), 319–339. https://doi.org/10.2307/249008

Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003.

Davis, S., & Wiedenbeck, S. (2001). The mediating effects of intrinsic motivation, ease of use and usefulness perceptions on performance in first-time and subsequent computer users. Interacting with Computers, 13(5), 549–580. https://doi.org/10.1016/S0953-5438(01)00034-0

Deananda, A., Budiastuti, P., & Muid, D. (2020). Analisis Faktor-Faktor Pengaruh Minat Penggunaan Pada Aplikasi Shopee Dengan Menggunakan Technology Acceptance Model (TAM). Diponegoro Journal of Accounting, 9, 1–10.

Dewi, N. L. G. K., & Mertha, M. (2016). Pengaruh Perceived Usefulness, Perceived Ease of Use Dan Penggunaan Software Audit Pada Kinerja Auditor Internal. E-Jurnal Akuntansi, 17(No 2), 1485–1515.

Fahlevi, M., & Alharbi, N. (2021). Adoption of e-payment system to support health social security agency. International Journal of Data and Network Science, 5(4), 737–744.

Faisal, M., & Kraugusteeliana. (2019). Analisis Behavioral Intention Pada Penggunaan Digital Payment Dengan Menggunakan Metode Technology Acceptance Model 3 ( Studi Kasus Pada Aplikasi Linkaja ). Seminar Nasional Informatika, Sistem Informasi Dan Keamanan Siber (SEINASI-KESI), 1–11.

Fatihudin, D., Josua, M., & Holisin, I. (2020). The Role of Intellectual Human Capital, Human Resource Practices and Intention to Use of Energy Resources on the Company Performance. International Journal of Energy Economics and Policy, 10(6), 704–712.

Fatimah, S., & Azlina, N. (2021). Pengaruh Teknologi Informasi dan Inovasi Terhadap Kinerja Usaha Kecil dan Menengah (UKM)(Studi Pada UKM Berbasis Online di Kota Dumai). Riset Akuntansi Dan Perbankan, 15(1), 444–459.

Festus, C., & Ekpete, O. A. (2012). Improving students’ performance and attitude towards chemistry through problem-based-solving techniques (pbst). International Journal of Academic Research in Progressive Education and Development, 1(1), 167–174.

Gan, X., Jiao, Y., Liu, L., & Zhang, Y. (2018). Research on the Factors Influencing Users’ Adoption Intention of E-commerce Recommendation System. International Conference on Data Mining and Big Data, 563–574.

Grandon, E. E., & Pearson, J. M. (2004). Electronic commerce adoption: an empirical study of small and medium US businesses. Information & Management, 42(1), 197–216.

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Advanced diagnostics for multiple regression: A supplement to multivariate data analysis. In Upper Saddle River. Upper saddle River: Pearson Education.

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis: Pearson New International Edition. In British Library Cataloguing-in-Publication Data (Vol. 1, Issue 2).

Huang, Y.-M., Huang, Y.-M., Huang, S.-H., & Lin, Y.-T. (2012). A ubiquitous English vocabulary learning system: Evidence of active/passive attitudes vs. usefulness/ease-of-use. Computers & Education, 58(1), 273–282.

Hussein, L. A., Baharudin, A. S., Jayaraman, K., & Kiumarsi, S. (2019). B2B e-commerce technology factors with mediating effect perceived usefulness in Jordanian manufacturing SMES. Journal of Engineering Science and Technology, 14(1), 411–429.

Idris, A., Edwards, H., & Mcdonald, S. (2017). E-commerce adoption in Developing Countries SMEs: What Do the Prevailing Theoretical Models Offer Us? International Conference on E-Commerce, 1–8.

Ikhsan, A., Albra, W., Aziza, N., Khaddafi, M., Hayat, A., Oktaviani, A., & Lesmana, S. (2018). Metodologi Penelitian Bisnis. Madenatera.

Indarsin, T., & Ali, H. (2017). Attitude toward Using m-Commerce: The Analysis of Perceived Usefulness Perceived Ease of Use, and Perceived Trust: Case Study in Ikens Wholesale Trade, Jakarta – Indonesia. Saudi Journal of Business and Management Studies, 2(11), 995-1007. https://doi.org/10.21276/sjbms.2017.2.11.7

Indriantoro, N., & Supomo, B. (2016). Metode Penelitian Bisnis untuk Akuntansi & Manajemen. In Ekonomi. Andi.

Isaac, O., Abdullah, Z., Ramayah, T., Mutahar, A. M., & Alrajawy, I. (2018). Integrating user satisfaction and performance impact with technology acceptance model (TAM) to examine the internet usage within organizations in Yemen. Asian Journal of Information Technology, 17(1), 60–78.

Janie, D. N. A. (2012). Statistik deskriptif & regresi linier berganda dengan SPSS. In USM Press.

Jogiyanto, H. (2008). Sistem Informasi Keperilakuan Edisi Revisi. In Yogyakarta. Penerbit Andi. ANDI.

Johar, M., & Awalluddin, 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

Khan, A., & Qutab, S. (2016). Understanding research students’ behavioural intention in the adoption of digital libraries: A Pakistani perspective. Library Review.

Kharuddin, S., Ashhari, Z. M., & Nassir, A. M. (2010). Information system and firms’ performance: The case of Malaysian small medium enterprises. International Business Research, 3(4), 28.

Kristiyanthi, A. D., & Dharmadiaksa, I. B. (2019). Analisis Faktor yang Memengaruhi Niat Penggunaan Sistem Informasi Akuntansi. E-Jurnal Akuntansi, 29(3), 1166. https://doi.org/10.24843/eja.2019.v29.i03.p19

Lanlan, Z., Ahmi, A., Muse, O., & Popoola, J. (2019). Perceived Ease of Use , Perceived Usefulness and the Usage of Computerized Accounting Systems : A Performance of Micro and Small Enterprises ( MSEs ) in China. International Journal of Recent Technology and Engineering, 2, 324–331. https://doi.org/10.35940/ijrte.B1056.0782S219

Lestari, D. A., Purnamasari, E. D., & Setiawan, B. (2020). Pengaruh Payment Gateway terhadap Kinerja Keuangan UMKM. 01, 9–18.

Lui, H. K., & Jamieson, R. (2003). TriTAM: a model for integrating trust and risk perceptions in business-to-consumer electronic commerce. 16th Bled Electronic Commerce ETransformation, September 2001, 349–364.

Mahemba, Y., & Respati, A. D. (2018). Pengaruh Persepsi Manfaat Penggunaan Dan Persepsi Kemudahan Penggunaan Terhadap Kinerja Program Akuntasi Pada Umkm Di Kota Yogyakarta. UMMagelang Conference Series, 37–48.

Maliha, M. N., Abu Aisheh, Y. I., Tayeh, B. A., & Almalki, A. (2021). Safety barriers identification, classification, and ways to improve safety performance in the architecture, engineering, and construction (AEC) industry: Review study. Sustainability, 13(6), 3316.

Michael, D. (2019). Where Millennials end and Generation Z begins | Pew Research Center. Pew Research Center, 1–7.

Muflih, S., Abuhammad, S., Al-Azzam, S., Alzoubi, K. H., Muflih, M., & Karasneh, R. (2021). Online learning for undergraduate health professional education during COVID-19: Jordanian medical students’ attitudes and perceptions. Heliyon, 7(9), e08031.

Niswah, F. M., & Legowati, D. A. (2019). Muslim millennial’s intention of donating for charity using fintech platform. Journal of Islamic Monetary Economics and Finance, 5(3), 623–644.

Nurlinda, & Fathimah, V. (2019). Determinan Adopsi E-Commerce Dan Dampaknya Pada Kinerja Usaha Mikro Kecil Menengah (Umkm). Jurnal Riset Akuntansi Dan Keuangan, 7(3), 445–464. https://doi.org/10.17509/jrak.v7i3.18105

Nursiah, N. (2018). Pengaruh perceived ease of use dan perceived usefulness terhadap behavior intention to use. Jurnal Elektronik Sistem Informasi Dan Komputer, 3(2), 39–47.

Ocloo, C. E., Xuhua, H., Akaba, S., Shi, J., & Worwui-Brown, D. K. (2020). The determinant factors of business to business (B2B) E-commerce adoption in small-and medium-sized manufacturing enterprises. Journal of Global Information Technology Management, 23(3), 191–216.

Omar, N., Munir, Z. A., Kaizan, F. Q., Noranee, S., & Malik, S. A. (2019). The Impact of Employees Motivation, Perceived Usefulness and Perceived Ease of Use on Employee Performance among Selected Public Sector Employees. International Journal of Academic Research in Business and Social Sciences, 9(6), 1128–1139. https://doi.org/10.6007/ijarbss/v9-i6/6074

Oswari, T., Suhendra, E. S., & Harmoni, A. (2008). Model Perilaku Penerimaan Teknologi Informasi : Pengaruh Variabel Prediktor , Moderating Effect , Dampak Penggunaan Teknologi Informasi Terhadap Produktivitas dan Kinerja Usaha Kecil. Kommit, Kommit, 20–21.

Palinggi, S., & Limbongan, E. C. (2020). Pengaruh Internet Terhadap Industri E-Commerce dan Regulasi Perlindungan Data Pribadi Pelanggan di Indonesia. Seminar Nasional Riset Dan Teknologi (SEMNASRISTEK), 4(1), 225–232.

Park, N., Rhoads, M., Hou, J., & Lee, K. M. (2014). Understanding the acceptance of teleconferencing systems among employees: An extension of the technology acceptance model. Computers in Human Behavior, 39, 118–127.

Permana, I. B. G. A., & Setianto, D. P. (2019). The impact of task technology fit, system quality and information quality to user performance: Perceived ease usefullness and perceived ease of use as mediation. International Journal of Organizational Innovation (Online), 12(2), 335–340.

Phornlaphatrachakorn, K. (2019). Internal control quality, accounting information usefulness, regulation compliance, and decision-making success: evidence from canned and processed foods businesses in Thailand. International Journal of Business, 24(2), 198–215.

Prastika, N., & Purnomo, D. (2019). Pengaruh Sistem Informasi Akuntansi terhadap Kinerja Perusahaan pada Usaha Mikro Kecil dan Menengah (UMKM) Di Kota Pekalongan. Jurnal LITBANG Kota Pekalongan, 7(1).

Priatna, H. (2016). Pengukuran Kinerja Perusahaan dengan Rasio Profitabilitas. Jurnal Akuntansi Fakultas Ekonomi UNIBBA 1, 7(1), 1–10.

Rafdinal, W., & Senalasari, W. (2021). Predicting the adoption of mobile payment applications during the COVID-19 pandemic. International Journal of Bank Marketing.

Ristyawan, M. R. (2018). Pengaruh Transaction Processing System Aplikasi Android Book Keeper Accounting Terhadap Decision Support System pada UMKM di Kota Pontianak. Jurnal Akuntansi Keuangan Dan Bisnis, 11(2), 47–56.

Santika, I. W., & Yadnya, I. P. (2017). Analisis Technology Acceptance Model terhadap penggunaan e-commerce pada UKM kerajinan Di Gianyar. Prosiding Seminar Nasional AIMI, Jambi, 255–264.

Sartono, A. (2010). Manajemen Keuangan teori dan Aplikasi. In Yogyakarta: BPFE.

Shen, C., Ho, J., Ly, P. T. M., & Kuo, T. (2019). Behavioural intentions of using virtual reality in learning: perspectives of acceptance of information technology and learning style. Virtual Reality, 23(3), 313–324.

Sitinjak, I. (2020). Pengaruh Entrepreneurial Orientation dan Task Environment terhadap Kinerja UMKM Kota Medan. Journal of Economics and Business, 1(2), 30–44.

Sitinjak, I., & Sinaga, E. (2019). Dampak Entrepreneurial Competencies bagi Keberhasilan UMKM Start-up Kota Medan. Journal of Economics and Business, 1(1), 15–29.

Soneka, P. N., & Phiri, J. (2019). A Model for Improving E-Tax Systems Adoption in Rural Zambia Based on the TAM Model. Open Journal of Business and Management, 07(02), 908–918. https://doi.org/10.4236/ojbm.2019.72062

Soudani, S. N. (2012). The Usefulness of an Accounting Information System for Effective Organizational Performance. International Journal of Economics and Finance, 4(5). https://doi.org/10.5539/ijef.v4n5p136

Sugiyono, P. (2015). Metode penelitian kombinasi (mixed methods). Bandung: Alfabeta, 28, 1–12.

Susanto, T. D., & Aljoza, M. (2015). Individual Acceptance of e-Government Services in a Developing Country: Dimensions of Perceived Usefulness and Perceived Ease of Use and the Importance of Trust and Social Influence. Procedia Computer Science, 72, 622–629. https://doi.org/10.1016/j.procs.2015.12.171

Susanty, A., Miradipta, R., & Jie, F. (2013). Analysis of the Effect of Attitude Toward Works , Organizational Commitment , and Job Satisfaction , on Employee’s Performance. European Journal of Business and Social Sciences, 1(10), 15–24.

Suyanto, S., & Kurniawan, T. A. (2019). Faktor yang Mempengaruhi Tingkat Kepercayaan Penggunaan FinTech pada UMKM Dengan Menggunakan Technology Acceptance Model (TAM). Akmenika: Jurnal Akuntansi Dan Manajemen, 16(1). https://doi.org/10.31316/akmenika.v16i1.166

Tanujaya, A. (2020). Pengaruh Perceived Ease Of Use, Perceived Usefulness, dan Trust terhadap Intention To Use. Jurnal Manajerial Dan Kewirausahaan, 2(3)(2), 715–722.

Thanos, I. C., & Papadakis, V. M. (2012). The use of accounting-based measures in measuring M&A performance: a review of five decades of research. Advances in Mergers and Acquisitions, 10, 103–120.

Triandini, E., Djunaidy, A., & Siahaan, D. (2013). Development of a conceptual model of E-commerce adoption for SMEs in Indonesia. 2013 International Conference on Information Technology and Electrical Engineering (ICITEE), 93–96.

Vărzaru, A. A., Bocean, C. G., Rotea, C. C., & Budică-Iacob, A.-F. (2021). Assessing antecedents of behavioral intention to use mobile technologies in e-commerce. Electronics, 10(18), 2231.

Venkatesh, V., & Davis, F. D. (1996). A model of the antecedents of perceived ease of use: Development and test. Decision Sciences, 27(3), 451–481. https://doi.org/10.1111/j.1540-5915.1996.tb00860.x

Venkatesh, V., & Davis, F. D. (2000). Theoretical extension of the Technology Acceptance Model: Four longitudinal field studies. Management Science, 46(2), 186–204. https://doi.org/10.1287/mnsc.46.2.186.11926

Wahyuni, T., Marsdenia, M., & Soenarto, I. (2018). Analisis Pengaruh Penerapan Sistem Informasi Akuntansi Terhadap Pengukuran Kinerja UMKM di Wilayah Depok. Jurnal Vokasi Indonesia, 4(2). https://doi.org/10.7454/jvi.v4i2.97

Wibowo, A. (2013). Pembukuan sederhana untuk UMKM. In Uny. Media Pressindo.

Widodo, T. W., Handayani, S. R., & Saifi, M. (2013). Pengaruh Aplikasi Sistem Informasi Manajemen (SIM) terhadap Kinerja Karyawan Studi Kasus pada Usaha Kecil Menengah Bidang Usaha Warnet di Kota Malang). PROFIT: Jurnal Administrasi Bisnis, 7, 87–100.

Yang, T. (2019). ICT technologies standards and protocols for active distribution network. In Smart power distribution systems (pp. 205–230). Elsevier.

Yunus, M., Ang, W. S., & Hashim, H. (2021). Factors affecting teaching English as a Second Language (TESL) postgraduate students’ behavioural intention for online learning during the COVID-19 pandemic. Sustainability, 13(6), 3524.

Zamzami, F., Nusa, N., & Faiz, I. (2021). Sistem Informasi Akuntansi. In UGM Press (Issue 33). UGM Pres.




DOI: http://dx.doi.org/10.26418/jebik.v11i2.53465

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