Evaluating E-Commerce User Satisfaction Using an Integrated PIECES and EUCS Framework

Authors

  • Retno Waluyo Universitas Amikom Purwokerto, Indonesia
  • Jeffri Prayitno Bangkit Saputra Universitas Amikom Purwokerto, Indonesia
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DOI:

https://doi.org/10.63158/journalisi.v8i4.1716

Keywords:

End-User Computing Satisfaction, E-Commerce Applications, Multiple Linear Regression, PIECES Framework, User Satisfaction

Abstract

E-commerce in Indonesia is growing rapidly because of the increase in internet users and digital commerce activities. This study evaluates user satisfaction with e-commerce applications using a partial integration of the PIECES Framework and selected EUCS dimensions, including Performance, Information and Data, Economics, Control and Security, Efficiency, Service, Format, and Timeliness. Rather than implementing the complete EUCS model, this study incorporates only the selected dimensions considered most relevant to evaluating user satisfaction with e-commerce applications. A quantitative approach was employed using questionnaires distributed to 200 e-commerce users in Banyumas Regency through purposive sampling. The data were analyzed using SPSS, including validity and reliability tests, classical assumption tests, multiple linear regression, the coefficient of determination, and hypothesis testing. The regression model explained 56.4% of the variance in User Satisfaction (Adjusted R² = 0.564), indicating moderate explanatory power. The results show that Information and Data, Economics, Efficiency, Service, and Timeliness significantly influence user satisfaction, whereas Performance, Control and Security, and Format do not have significant effects. These findings provide practical guidance for e-commerce providers to prioritize improvements in information quality, transaction efficiency, customer service responsiveness, and system usability usabulity that are limited to respondents in Banyumas Regency.

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References

[1] S. K. Dewi, P. Dellia, W. O. Ananta, A. Ilma, R. A. Suhartanti, and M. D. Anwar, “Analisis Kepuasan Pengguna Terhadap Aplikasi Shopee Menggunakan Metode Pieces Framework,” JATI (Jurnal Mhs. Tek. Inform., vol. 8, no. 4, pp. 7293–7298, 2024, doi: 10.36040/jati.v8i4.10231.

[2] Herayati, E. Verawati, and I. B. Aji, “Penerapan Metode Pieces Framework sebagai Evaluasi Tingkat Kepuasan Pengguna Aplikasi Bukalapak,” Remik Ris. dan E-Jurnal Manaj. Inform. Komput., vol. 8, no. April, pp. 530–538, 2024, doi: 10.33395/remik.v8i2.13550.

[3] M. Z. Yang and J. I. Sihontang, “Analisis Kepuasan Pengguna Terhadap User Interface Aplikasi E-Commerce Shopee Menggunakan Metode EUCS di Jakarta Barat,” Informatics Digit. Expert, vol. 4, no. 2, pp. 53–60, 2022, doi: 10.36423/index.v4i2.1110.

[4] R. E. Lina, Fitriani, F. T. Zahara, and E. D. Absharina, “Studi Literatur Review : Evaluasi Sistem Informasi E- Commerce Shopee Terhadap Kepuasan Pengguna,” J. Komputer, Informasi, dan Teknol., vol. 6, no. 1, pp. 1–16, 2026, doi: 10.53697/jkomitek.v6i1.4113.

[5] W. L. Ningrum and N. H. Gibran, “Analisis Tingkat Kepuasaan Pengguna Menggunakan Metode Pieces Terhadap Aplikasi E-Commerce (Shopee),” Eksplor. Teknol. Enterp. dan Sist. Inf., vol. 1, no. 3, pp. 103–113, 2023, doi: 10.59039/ekstensi.v1i3.13.

[6] C. Wulandari, Elmayati, and Y. Citra, “Analisis Tingkat Kepuasan Pengguna Aplikasi Grab Kota Lubuklinggau Menggunakan Framework Pieces,” J. Teknol. Inf., vol. 12, no. 02, pp. 118–130, 2020, doi: 10.32767/JTI.V12I02.1042.

[7] N. Istiqomah and I. K. D. Nuryana, “Analisis Kepuasan Pengguna Pada Aplikasi Vidio Menggunakan Kombinasi Metode Technology Acceptance Model (TAM) and PIECES Framework,” (Journal Emerg. Inf. Syst. Bus. Intell., vol. 4, no. 4, pp. 200–207, 2023, doi: 10.26740/jeisbi.v4i4.57517.

[8] A. Anwarudin, A. Fadlil, and A. Yudhana, “User’s Satisfaction Analysis of the Academic Information Systems Quality using the Modified Webqual 4.0 Method and Importance-Performance Analysis,” Ilk. J. Ilm., vol. 15, no. 1, pp. 132–143, 2023, doi: 10.33096/ilkom.v15i1.1531.132-143.

[9] K. A. Pratiwi, I. G. A. P. D. Putri, and P. A. C. Dewi, “Analisis Tingkat Kepuasan Pengguna Xendit Dengan Metode Pieces (Studi Kasus Reseller Kutuskutus.Id),” JRAK, vol. 20, no. 2, pp. 102–115, 2024, doi: 10.21460/jrak.v20i2.58.

[10] H. G. Pratama and Y. Handrianto, “Evaluation of the Service Quality of the Jaticempaka Village Website, Bekasi City, Using the PIECES Method,” Inf. Technol. Syst., vol. 1, no. 1, pp. 1–11, 2023, doi: 10.58777/its.v1i1.92.

[11] R. M. D. Gugat, I. Ozali, and E. Saribanon, “Application of End User Computing Satisfaction Method to Analyze Customer Satisfaction in Using Mobile Application of National E-Commerce Travel Company,” J. Inf. dan Teknol., vol. 5, no. 4, pp. 272–278, 2024, doi: 10.60083/jidt.v5i4.452.

[12] M. Tania, A. Ishaq, and M. R. Firdaus, “Analisis Tingkat Kepuasan Pengguna Terhadap User Interface Aplikasi Shopee Menggunakan Metode EUCS,” J. Komput. Antart., vol. 2, no. 3, pp. 112–117, 2024, doi: 10.70052/jka.v2i3.503.

[13] M. Jannah, Y. Wicaksono, A. Ratnasari, and E. Setiawan, “Analisis Kepuasan Pengguna Aplikasi DPS-Denpasar Prama Sewaka Menggunakan Metode End User Computing Satisfaction (EUCS),” JATI (Jurnal Mhs. Tek. Inform., vol. 9, no. 2, pp. 2391–2398, 2025, doi: 10.36040/jati.v9i2.13040.

[14] D. Septiani, S. Ruhama, and I. Astuti, “Implementasi Metode Pieces Untuk Menganalisis Tingkat Kepuasan Pengguna Aplikasi Peduli Lindungi,” JIKI (Jurnal llmu Komput. lnformatika), vol. 4, no. 1, pp. 53–64, 2023, doi: 10.24127/jiki.v4i1.3996.

[15] W. J. Doll and G. Torkzadeh, “The Measurement of End-User Computing Satisfaction,” MIS Q., vol. 12, no. 2, pp. 259–274, 1988, doi: 10.2307/248851.

[16] K. Pratama and I. K. Nuryana, “Implementasi PIECES Framework Terhadap Kepuasan Pengguna Aplikasi Investasi Reksa Dana Bibit,” JEISBI J. Emerg. Inf. Syst. Bus. Intell., vol. 04, no. 01, pp. 82–90, 2023, doi: 10.26740/jeisbi.v4i1.51273.

[17] S. Anjani, M. Afdal, and M. Rahmawita, “Analisis Kepuasan Pengguna Aplikasi Muslim Pro menggunakan Metode PIECES,” Sist. J. Sist. Inf., vol. 14, no. 2, pp. 883–892, 2025, doi: 10.32520/stmsi.v14i2.5077.

[18] D. F. Cahyadi, W. K. Nofa, and D. A. P. Hapsari, “Perbandingan Efektivitas Metode PIECES dan EUCS dalam Analisis Kepuasan Pengguna MyXL,” ICIT J., vol. 10, no. 2, pp. 223–235, 2024, doi: 10.33050/icit.v10i2.3202.

[19] J. C. Wetherbe and N. P. Vitalari, Systems Analysis and Design: Best Practices, 4th, berilus ed. Pennsylvania State University: West Publishing Company, 1994.

[20] J. L. Whitten and L. D. Bentley, System Analysis and Design Methods, 7th ed., vol. 2019, no. 7. California: McGraw-Hill Educationin, 2007.

[21] M. A. Baha and P. N. Pasaribu, “Tipe Konsumen Marketplace Blibli.Com Menurut Teori Hausel,” J. Visionida, vol. 9, no. 2, pp. 139–153, 2023, doi: 10.30997/jvs.v9i2.9472.

[22] M. Darwi, Islamiyah, and M. L. Jundillah, “Penerapan Metode PIECES Framework Sebagai Analisis Tingkat Kepuasan Mahasiswa Dalam Penggunaan Sistem Informasi Akademik,” Adopsi Teknol. dan Sist. Inf., vol. 2, no. 1, pp. 59–70, 2023, doi: 10.30872/atasi.v2i1.459.

[23] D. A. Putri, “Optimalisasi Pemutusan Hubungan Kerja Implementasi Personal Extreme Programming dan Evaluasi EUCS PIECES Optimizing Termination of Employment : Implementation of Personal Extreme Programming and Evaluation of EUCS PIECES,” Technomedia J., vol. 9, no. 3, pp. 296–308, 2025, doi: 10.33050/tmj.v9i3.2248.

[24] A. Al-Okaily, M. Al-Okaily, T. Ai Ping, H. Al-Mawali, and H. Zaidan, “An Empirical Investigation of Enterprise System User Satisfaction Antecedents in Jordanian Commercial Banks,” Cogent Bus. Manag., vol. 8, no. 1918847, pp. 1–16, 2021, doi: 10.1080/23311975.2021.1918847.

[25] M. R. Fadilah and Y. Handrianto, “Analysis of Employee Satisfaction with Helpdesk Websites using Service Quality in Construction Companies,” Inf. Technol. Syst., vol. 1, no. 1, pp. 12–25, 2023, doi: 10.58777/its.v1i1.91.

[26] S. Nurhalimah, A. Ratnasari, T. Rochmadi, and Y. Wicaksono, “Analyzing User Satisfaction of the SMP Negeri 1 Sungai Lilin Website Using the End User Computing Satisfaction (EUCS) Method,” Int. J. Softw. Eng. Comput. Sci., vol. 4, no. 2, pp. 850–859, 2024, doi: 10.35870/ijsecs.v4i2.2692.

[27] Sakinah and N. R. Oktadini, “Analisis Kepuasan Pengguna Terhadap Aplikasi Dana Menggunakan Metode End User Computing Satisfaction (EUCS),” JTKSI (Jurnal Teknol. Komput. dan Sist. Informasi), vol. 6, no. 2, p. 185, 2023, doi: 10.56327/jtksi.v6i2.1487.

[28] L. A. T. Arakian, I. G. M. Darmawiguna, and I. G. A. A. D. Indradewi, “Evaluation of User Satisfaction Using the Pieces Framework in the Teman Bus Application,” J. Pilar Nusa Mandiri, vol. 19, no. 1, pp. 11–18, 2023, doi: 10.33480/pilar.v19i1.3948.

[29] P. Parwadi and M. Sofa, “Analysis of Shopee Driver Partner Satisfaction Service on the Shopeefood Driver Application with the End User Computing Satisfaction Method (EUCS),” Inf. Technol. Syst., vol. 1, no. 2, pp. 73–81, 2024, doi: 10.58777/its.v1i2.199.

[30] S. S. M. Wara, A. F. Adziima, M. Nasrudin, and A. R. Pratama, “Evaluasi Kinerja Uji Normalitas pada Ragam Distribusi dan Ukuran Sampel,” J. Difer., vol. 7, no. 2, pp. 172–183, 2025, doi: 10.35508/jd.v7i2.24042.

[31] B. Difa, A. Triayudi, and E. T. E. Handayani, “Analysis of the Effect of User Satisfaction on the Quality of the Shopee Application with the End User Computing Satisfaction Method (Survey on Followers of the Shopee Indonesia Instagram Account),” SaNa J. Blockchain, NFTs Metaverse Technol., vol. 2, no. 2, pp. 90–106, 2024, doi: 10.58905/sana.v2i2.269.

[32] K. Sahrudin, H. P. Faddil, and S. P. Faddila, “Pengaruh Ulasan Produk dan Rating Pengguna terhadap Keputusan Pembelian di Platform E-Commerce,” SENTRI J. Ris. Ilm., vol. 4, no. 8, pp. 1666–1674, 2025, doi: 10.55681/sentri.v4i8.4430.

[33] B. Nathanael and R. Andrew, “Ekspektansi Performa dan Ekspektansi Usaha Sebagai Prediktor Terhadap Niat Perilaku Konsumen Blibli Di Jakarta,” J. Ris. Multidisiplin Edukasi, vol. 3, no. 1, pp. 175–193, 2026, doi: 10.71282/jurmie.v3i1.1520.

[34] M. A. Rozan, P. Dellia, Soleha, Hamdani, C. A. Puspita, and R. A. Zakariya, “Journal of Artificial Intelligence and Engineering Applications Analysis of User Satisfaction with The Implementation of The Shopee Application Using the TAM Method,” J. Artif. Intell. Eng. Appl., vol. 3, no. 3, pp. 829–833, 2024, doi: 10.59934/jaiea.v3i3.521.

[35] J. Jakaria and J. N. Utamajaya, “Analisis Kepuasan Pengguna Aplikasi Lazada Masyarakat Penajam Menggunakan Metode Pieces Framework,” JURIKOM (Jurnal Ris. Komputer), vol. 9, no. 2, pp. 464–471, 2022, doi: 10.30865/jurikom.v9i2.4091.

[36] A. Syakhila, R. Fitria, and D. Yulisda, “Evaluating the Effectiveness of the SIGNAL Digital Samsat Application Using the PIECES Framework and Technical Testing,” J. Appl. Informatics Comput., vol. 9, no. 5, pp. 2629–2639, 2025, doi: 10.30871/jaic.v9i5.10086.

[37] A. B. Pratomo, M. A. K. Harahap, T. Oswari, P. M. Akhirianto, and A. Widarman, “The Application of End User Computing Satisfaction (EUCS) to Analyze the Satisfaction of MyPertamina User,” J. Sistim Inf. dan Teknol., vol. 5, no. 1, pp. 78–83, 2023, doi: 10.37034/jsisfotek.v5i1.205.

[38] R. Sabila, A. Pratama, and E. M. Safitri, “Evaluation Virtual Assistant Chatbot Acceptance with an Unified Technology Acceptance and Use of Technology-Based Model,” J. Inf. Syst. Informatics, vol. 6, no. 2, pp. 919–936, 2024, doi: 10.51519/journalisi.v6i2.744.

[39] R. Wolniak, K. Stecuła, and B. Aydın, “Digital Transformation of Grocery In-Store Shopping-Scanners, Artificial Intelligence, Augmented Reality and Beyond: A Review,” Foods, vol. 13, no. 18, pp. 1–34, 2024, doi: 10.3390/foods13182948.

[40] N. Febriyana, H. Indrawati, and Makhdalena, “The Influence of Emotional Intelligence, Industrial Work Practices, Soft Skills, and Self-Efficacy on Students Work Readiness,” J. Educ. Sci., vol. 9, no. 2, pp. 876–885, 2025, doi: 10.31258/jes.7.3.p.499-517.

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Published

2026-08-22

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