Hierarchical Framework for Determining E-Commerce Platforms for SMEs: AHP Approach Based on Marketing and Operational Perspectives

Authors

  • Nova Riandi Universitas Nasional Author
  • Muhammad Farhan Universitas Krisnadwipayana Author

DOI:

https://doi.org/10.71154/ewpxva45

Keywords:

Analytic Hierarchy Process, Digital Platforms, E-Commerce Platform Selection, Marketing Capability, Operational Efficiency

Abstract

The rapid growth of digital commerce has created new opportunities for small and medium-sized enterprises (SMEs) to expand market reach and improve business efficiency through e-commerce platforms. However, the increasing number of available platforms makes the selection process more complex, as each platform offers different marketing and operational features. This study aims to develop a hierarchical decision-making framework to determine the most suitable e-commerce platform for SMEs by integrating marketing and operational perspectives. The research applies the Analytic Hierarchy Process (AHP) to evaluate multiple criteria and rank alternative platforms. The evaluation framework consists of two main perspectives—marketing and operational—with twelve sub-criteria derived from the literature on digital platforms and SME digitalization. Data were collected through expert judgments using pairwise comparison questionnaires and analyzed using the AHP method to determine criteria weights and platform priorities. The results show that the marketing perspective has a higher priority weight than the operational perspective, indicating that SMEs prioritize market reach, promotional tools, and customer engagement when selecting platforms. The final ranking reveals that Shopee is the most suitable platform for SMEs, followed by Tokopedia, TikTok Shop, and Lazada. This study provides a structured decision-support framework that can help SMEs evaluate and select e-commerce platforms more systematically. 

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References

Abebe, M. (2020). Social and institutional drivers of entrepreneurs’ digital platform adoption: An examination of small businesses. Journal of Small Business and Enterprise Development, 27(3), 463–480. https://doi.org/10.1108/JSBED-12-2019-0402

Anggraeni, O., Puspasari, E., Triyono, B., Hasibuan, R. R., Perwita, D., & Mulasiwi, C. M. (2025). Inclusive Economic Education for Empowering Local Tourism MSMES Through Human Capital and Innovation in The Lake Toba Region. Modern Economic Science, 47(6), 77-99.

Cenamor, J., Sjödin, D. R., & Parida, V. (2019). Adopting a platform approach in servitization: Leveraging the value of digitalization. International Journal of Production Economics, 192, 54–65. https://doi.org/10.1016/j.ijpe.2016.12.033

Darko, A., Chan, A. P. C., Ameyaw, E. E., He, B. J., & Olanipekun, A. O. (2019). Examining issues influencing green building technologies adoption: The United States green building experts’ perspectives. Energy and Buildings, 144, 320–332. https://doi.org/10.1016/j.enbuild.2017.03.060

Hänninen, M., Smedlund, A., & Mitronen, L. (2018). Digitalization in retailing: Multi-sided platforms as drivers of industry transformation. Journal of Retailing and Consumer Services, 41, 128–136. https://doi.org/10.1016/j.jretconser.2017.12.013

Hasanah, Y. N., Anggraeni, O., Suwali, S., Kusnaman, D., Hasibuan, R. R., & Efendi, B. (2025). Entrepreneurial marketing and marketing performance in gen z entrepreneurs: exploring the mediating pathways to entrepreneurial resilience. Journal of Ecohumanism, 4(1), 3583-3602.

Hasibuan, R. R. (2022). The Impact of Dental Satisfaction Questionnaire (DSQ) and Word of Mouth on Patient Satisfaction Educational Dental and Oral Hospital. Telaah Bisnis, 23(2), 129-143.

Hasibuan, R. R., Suliyanto, S., & Novandari, W. (2025). Bridging Digital Marketing and Tourism Development: The Role of Social Media Marketing in Enhancing Business Performance. African Journal of Hospitality, Tourism and Leisure, 14(2), 351-360.

Hasibuan, R. R. (2024). Dampak personal branding dan influencer marketing terhadap keputusan pembelian konsumen generasi z. House of Management and Business (HOMBIS) Journal, 3(2), 57-62.

Hasibuan, R. R., & Najmudin, N. (2024). Content marketing, customer engagement on marketing performance mediated by digital marketing in batik MSMEs in Banyumas Regency. International Journal of Economics, Business and Innovation Research, 3(03), 287-304.

Hasibuan, R. R., Sabil, S., Pamikatsih, M., & Latif, E. A. (2024). The Impact of Human Resource Management on Financial Performance: A Case Study in the Manufacturing Industry. International Journal of Technology and Education Research, 2(03), 64-76.

Hasibuan, R. R., & Sudarto, S. (2024). The Role of Digital Capability and Social Media Engagement in Mediating Entrepreneurial Marketing on MSME Marketing Performance in Banyumas Regency. International Journal of Business and Quality Research, 2(04), 39-56.

Hasibuan, R. R., Novandari, W., & Setyanto, R. P. (2024). The role of digital literacy on the social media performance of batik MSMEs with digital capability as an intervening variable. International Journal of Business and Quality Research, 2(03), 39-54.

Hasibuan, R. R. (2022). The Impact of Dental Satisfaction Questionnaire (DSQ) and Word of Mouth on Patient Satisfaction Educational Dental and Oral Hospital. Telaah Bisnis, 23(2), 129-143.

Kraus, S., Palmer, C., Kailer, N., Kallinger, F., & Spitzer, J. (2019). Digital entrepreneurship: A research agenda on new business models for the twenty-first century. International Journal of Entrepreneurial Behavior & Research, 25(2), 353–375. https://doi.org/10.1108/IJEBR-06-2018-0425

Liébana-Cabanillas, F., Marinković, V., Ramos de Luna, I., & Kalinić, Z. (2021). Predicting the determinants of mobile payment acceptance: A hybrid SEM-neural network approach. Technological Forecasting and Social Change, 167, 120659. https://doi.org/10.1016/j.techfore.2021.120659

Nurwisda, D., Hasibuan, R. R., & Amalia, D. (2025). PENGARUH KETERLIBATAN KARYAWAN DAN INOVASI PRODUK TERHADAP DAYA SAING PERUSAHAAN (STUDI KASUS PADA BUMDES DI JAWA TENGAH). House of Management and Business (HOMBIS) Journal, 4(1), 15-21.

Rietveld, J., & Schilling, M. A. (2021). Platform competition: A systematic review of the literature. Strategic Management Journal, 42(8), 1528–1563. https://doi.org/10.1002/smj.3250

Saaty, T. L., & Vargas, L. G. (2018). Decision making with the analytic hierarchy process: Economic, political, social and technological applications. Springer. https://doi.org/10.1007/978-3-319-68369-6

Setiawan, S., Hasibuan, R. R., & Pratiwi, A. R. (2024). Pengaruh Disiplin Kerja, Motivasi Kerja, Dan Pelatihan Kerja Terhadap Kinerja Karyawan Perusahaan Daerah Air Minum (PDAM) Kabupaten Purbalingga. Kinerja, 6(02), 380-390.

Verhoef, P. C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Dong, J. Q., Fabian, N., & Haenlein, M. (2021). Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research, 122, 889–901. https://doi.org/10.1016/j.jbusres.2019.09.022.

Published

2026-03-26

Issue

Section

Articles

How to Cite

Riandi, N., & Farhan, M. (2026). Hierarchical Framework for Determining E-Commerce Platforms for SMEs: AHP Approach Based on Marketing and Operational Perspectives. International Journal Business and Entrepreneurship, 3(1), 71-84. https://doi.org/10.71154/ewpxva45

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