Adoption Of E-Commerce In Small And Medium-Sized Enterprises In Bogor District

  • Erry Nugroho Himawan Master of Management, Postgraduate School Universitas Ibn Khaldun Bogor, Indonesia
  • Ahmad Djuwaini Master of Management, Postgraduate School Universitas Ibn Khaldun Bogor, Indonesia
  • Awang Darmawan Putra Master of Management, Postgraduate School Universitas Ibn Khaldun Bogor, Indonesia
Keywords: E-Commerce adoption, SMEs, SmartPLS, perceived utility,and attitude towards


In recent years, e-commerce has emerged as one of the most rapidly expanding commercial trends. This trend is propelled by the growing prevalence of internet access and the widespread adoption of smartphones in society.  Small and medium-sized enterprises (SMEs) play a significant role in the Indonesian economy. The transformation of SMEs must continue to be strengthened through optimizing the use of digital technology so that it can attract benefits for marketing activities and product sales. digital marketing is the most chosen area to start. The challenge is that as many as 30.9% of SMEs still experience difficulties in digital adoption.  The objective of this study is to examine the determinants that impact the implementation of electronic commerce by small and medium-sized enterprises in Bogor Regency. This study used an online survey methodology, with a sample size of 170 small and medium-sized enterprises (SMEs) located in Bogor Regency. Data processing was conducted utilizing spreadsheet apps and SmartPLS.  The findings indicated that perceived utility, external influences, and attitude towards adopting e-commerce are influential and statistically significant factors in promoting e-commerce adoption.  Regarding the perceived ease of use, the attitude towards adopting e-commerce is not influenced by technical readiness and organizational readiness.  This research has several implications for small and medium-sized enterprises (SMEs), government entities, and e-commerce administrators. This research demonstrates the imperative for SMEs to enhance their knowledge and skills in utilizing e-commerce, while also enhancing their organizational governance and receptiveness to change, particularly at the top management level. The government requires consistency in offering support to small and medium enterprises (SMEs) in their use of e-commerce, including training, financial aid, and innovation.


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Kemenkop UKM RI, Kemenkop UKM targetkan 24 juta UMKM masuk ekosistem digital pada 2023,, 15 Februari 2023.

Budi, Riset Katadata Insights Center: E-Commerce Wadah Strategis Bagi UMKM,, 2023.

Google Indonesia, Alat dan solusi untuk membantu UKM menemukan pelanggan baru dari seluruh dunia,, April 27, 2021.

Andrea Lidwina, Peluang Indonesia Jadi Kekuatan Ekonomi Dunia Pasca-Pandemi,, Mei 5, 2021.

M. A. Mawarsari, Tantangan Dan Peluang: Digitalisasi Dapat Membantu Dan Memperkuat Pertumbuhan

UMKM Dengan Tantangan Yang Harus Dihadapi,, April 6, 2023

Kumar, A., & Ayedee, N, Technology Adoption: A Solution for SMEs to Overcome Problems during COVID-19,

Forthcoming, Academy of Marketing Studies Journal, Volume 25, Issue 1, 2021.

M.T. Nuseir, A.I. Aljumah, The role of digital marketing in business performance with the moderating effect of

environmental factors among SMEs of UAE. International Journal of Innovation, Creativity and Change, Volume 11, Issue 3, 2020.

International Journal of Science, Technology & Management ISSN: 2722 - 4015

M. Najib, F. Fahma, Investigating the adoption of digital payment system through an extended technology

acceptance model: an insight from the Indonesian small and medium enterprises. International Journal on

Advanced Science Engineering Information Technology, 10(4), 1702-1708, 2020.

F.D. Davis, Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS

Quarterly, 13(3), 319–340, 1989.

C.K. Lok, “Adoption of Smart Card-Based E-Payment System for Retailing in Hong Kong Using an Extended

Technology Acceptance Model", E-services Adoption: Processes by Firms in Developing Nations (Advances in

Business Marketing and Purchasing, Vol. 23B), Emerald Group Publishing Limited, Leeds, pp. 255-466, 2015.

A. Syarifah, Fauziyah, Pengaruh Adopsi Teknologi Informasi Pada Peningkatan Daya Saing Usaha Kecil Dan

Menengah (Studi Pada UKM Di Wilayah Daerah Istimewa Yogyakarta), Jurnal Manajemen Bisnis [Online],

2 (2017): 181-199, 2017.

M.T. Pratiwi, F. Indriani, J. Sugiarto, Analisis Pengaruh Technology Readiness Terhadap Minat Menggunakan

Tcash Di Kota Semarang, JURNAL BISNIS STRATEGI, 26(1), 76-88, 2018.

Hu, Z., Ding, S., Li, S., Chen, L., S. Yang, Adoption intention of FinTech services for bank users: An empirical

examination with an extended Technology Acceptance Model. Symmetry, 11(3), 1–16, 2019.

T. Wijaya, S. Budiman, The Intention of Adopting Information Technology for SMES in Special Region of

Yogyakarta, JDM (Jurnal Dinamika Manajemen), 10(2), 205-215, 2019.

A.S. Nurqamarani, E. Soegiarto, Nurlaeli, Technology Adoption in Small-Medium Enterprises based on

Technology Acceptance Model: A Critical Review, Journal of Information Systems Engineering and Business

Intelligence, Vol. 7, No. 2, October 2021.

D.T.L. Jahalia, L. Nafiati, Niat Menggunakan E-Commerce Dengan Technology Acceptance Model (TAM) Pada

UMKM, Jurnal Bisnis Dan Kewirausahaan, 17(1), 24-31, 2021.

A. Gupta, E-Commerce: Role of e-commerce in today’s business, International Journal of Computing and

Corporate Research, 4(1), 2014.

J.L.L. Chong, K. Olesen, A Technology-Organization-Environment Perspective on Eco-effectiveness: A Metaanalysis, Australasian Journal of Information Systems, Vol.21, March, 2017.

F. Hanum, R. Sinarasri, The effect of organizational readiness on e-commerce adoption among SMEs in

Indonesia, International Journal of Economics, Commerce and Management, 5(3), 96-105, 2017.

N. Nurlinda, V. Fathimah, N. Linda, Determinan Adopsi E-Commerce dan Dampaknya Pada Kinerja Usaha

Mikro Kecil Menengah (UMKM), Jurnal Riset Akuntansi dan Keuangan, 7(3), 445-464, 2019.

C. Liu, Understanding Electronic Commerce Adoption at Organizational Level: Literature Review of TOE

Framework and DOI Theory, International Journal of Science and Business, IJSAB International, vol. 3(2),

pages 179-195, 2019.

A. P. Parasuraman, C. Colby, An Updated and Streamlined Technology Readiness Index: TRI 2.0, Journal of

Service Research 18(1), p.59-74, January 2014.

L. Setiyani, Y. Rostiani, Analysis of E-Commerce Adoption by SMEs Using the Technology - Organization -

Environment (TOE) Model: A Case Study in Karawang, Indonesia, International Journal of Science,

Technology & Management, 2(4), 1113-1132, 2021

A. Jauhari, M. Najib, M. Aminah, Perilaku adopsi e-commerce usaha mikro kecil menengah (UMKM) makanan

dan minuman di masa pandemi Covid-19, Jurnal Manajemen dan Organisasi (JMO), 13(4), 336-350, 2022.

A.M. Ausat, T. Peirisal, Determinants of E-commerce Adoption on Business Performance: A Study of MSMEs in

Malang City, Indonesia, Jurnal Optimasi Sistem Industri, Vol. 20 No. 2, p.104-114, 2021.

I. Ghozali, Imam, Structural Equation Modeling Metode Alternatif dengan Partial Least Square (PLS), Edisi

Semarang: Badan Penerbit –Undip, 2021.

A. Nuvriasari, Peran Dukungan Organisasional, Kompetensi Teknologi dan Lingkungan Eksternal Dalam

Rangka MEndorong Pengadopsian E-Commerce Pada Usaha Kecil Menengah, Jurnal Siasat Bisnis, 16(2),

-217, 2012.

S.D. Pangesti, R.I. Adyaksana, Determinan adopsi e-commerce dan dampaknya pada usaha mokro kecil dan

menengah (UMKM), Journal of Business and Information Systems, Vol 3 No 2, 2021.

L. Maghfiroh, S. Biduri, Adopsi E-Commerce Memediasi Hubungan Kesiapan Teknologi, Lingkungan Eksternal

dan Literasi Keuangan Terhadap Kinerja Keuangan UMKM, E-Jurnal Akuntansi, 32(8), 2118-2131, 2022.

T. Wongkhamdi, N. Cooharojananone, J. Khlaisang, E-Commerce Competence Assessment Mobile Application

Development for SMEs in Thailand, International Association of Online Engineering. Retrieved January 8,

International Journal of Science, Technology & Management ISSN: 2722 - 4015

D. Ariyanti, R.F. Suryawati, Faktor-Faktor yang Memengaruhi Penerimaan Dompet Elektronik OVO di

Indonesia, (2019).

J. Sutanonpaiboon, A. Pearson, E-Commerce Adoption: Perceptions of Managers/Owners of Small and MediumSized Enterprises (SMEs) in Thailand, Journal of Internet Commerce , 5(3):53-82, October 2006.

R. Rahayu, J. Day, Determinant Factors of E-commerce Adoption by SMEs in Developing Country: Evidence

from Indonesia, Procedia - Social and Behavioral Sciences, Volume 195, Pages 142-150, 3 July 2015.

Nurlinda, I. Muda, Factors Affecting e-Commerce Adoption on Micro, Small and Medium Enterprises in Medan

City, Proceedings of the International Conference of Science, Technology, Engineering, Environmental and

Ramification Researches, August 2020.

J.F. Hair, G.T. Hult, C. Ringle, M. Sarstedt, A Primer on Partial Least Squares Structural Equation

Modeling (PLS-SEM). Sage, 2017.

D.F. Moreira, The microeconomic impact on growth of SMEs when the access to finance widens: evidence from

internet & high-tech industry, Procedia -Social and Behavioral Sciences, 220 (278-287), 2016.

G. Prelipcean, M. Boscoianu, A hybrid framework for SME financing based on the mix between

governmental support and the use of a specialized investment fund in the actual context of a slow

recovery after crises and turbulences, Procedia Economics and Finance, 15 (738-745), 2014.

J.H. Paik, M.K. Kim, J.H. Park, The antecedents and consequences of technology standardizations in

Korean IT small and medium-sized enterprises, Information Technology and Management, 18 (293-304),

M. Cowling, You can lead a firm to R&D but can you make it innovate? UK evidence from SMEs, Small

Business Economics. 46 (565-577), 2016.

G. Yu-Bing, L. Jie, Z. Zhi-Bin, Research on Game of the Interaction between Government and Enterprises in

the Construction of Information network -Analysis on the perspective of Shanxi Sci-Tech SMEs, Procedia

Engineering, 15 (4925-4929), 2011.

I. Uvarova, Innovation Challenges and Opportunities in European Rural SMEs, Public Policy and

Administration, Vol 18. Nos. 1 (152-166), 2019.

How to Cite
Nugroho Himawan, E., Djuwaini, A., & Darmawan Putra, A. (2024). Adoption Of E-Commerce In Small And Medium-Sized Enterprises In Bogor District . International Journal of Science, Technology & Management, 5(1), 211-219.