Dewi Aisarunnisa' Maunah (1), Rr. Rochmoeljati (2)
General Background: The rapid advancement of digital technology has transformed the banking industry, leading to the development of mobile banking applications that emphasize user experience and satisfaction. Specific Background: Bank Negara Indonesia (BNI) introduced the Wondr by BNI application as an enhancement to its previous mobile banking service, offering a more integrated financial ecosystem. However, its relatively low user rating compared to its predecessor indicates potential service quality issues. Knowledge Gap: Previous studies have rarely integrated Google’s HEART Metrics and Importance Performance Analysis (IPA) to holistically assess mobile banking user experience. Aims: This study aims to evaluate user satisfaction with Wondr by BNI using HEART Metrics—covering Happiness, Engagement, Adoption, Retention, and Task Success—combined with IPA to identify improvement priorities. Results: The findings reveal that overall satisfaction levels are high, with Happiness, Adoption, and Retention exceeding the 80% usability target, while Engagement and Task Success require improvement. Most attributes fall into the “Maintain Performance” quadrant, though several aspects such as responsiveness and notification reliability remain suboptimal. Novelty: This research uniquely applies a dual-method framework to uncover both experiential and performance-based gaps in mobile banking services. Implications: The results provide strategic insights for optimizing user experience and guiding continuous digital service innovation in Indonesia’s banking sector.
Highlights:
Combines HEART Metrics and IPA for comprehensive UX evaluation.
Identifies key improvement areas in engagement and task success.
Provides strategic guidance for enhancing digital banking services.
Keywords: HEART Metrics, Importance Performance Analysis, User Satisfaction, Mobile Banking, Wondr by BNI
A. J. Santoso, S. H. Wijoyo, and A. R. Perdanakusuma, “Evaluasi Usability Aplikasi Bank Syariah Indonesia Mobile Menggunakan Metode Usability Testing dan System Usability Scale (Studi Kasus: KCP Trenggalek Sudirman 1),” Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 6, no. 2, pp. 793–801, 2022. [Online]. Available: https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/10604
Z. Aprilia, “Ini Alasan BNI Buat Superapp Baru, Wondr!,” CNBC Indonesia, 2024. [Online]. Available: https://www.cnbcindonesia.com/market/20240719084135-17-555956/ini-alasan-bni-buat-superapp-baru-wondr
S. Sadiq, M. Umer, S. Ullah, S. Mirjalili, V. Rupapara, and M. Nappi, “Discrepancy Detection Between Actual User Reviews and Numeric Ratings of Google App Store Using Deep Learning,” Expert Systems with Applications, vol. 181, p. 115111, 2021, doi: 10.1016/j.eswa.2021.115111.
D. Andini and J. N. Utamajaya, “Analisis Kepuasan Pengguna Terhadap Layanan Aplikasi Brimo Menggunakan Mobile Service Quality dengan Metode CSI,” KLIK: Kajian Ilmiah Informatika dan Komputer, vol. 3, no. 4, pp. 330–337, 2023. [Online]. Available: https://djournals.com/klik
M. Cazzaro and P. M. Chiodini, “Statistical Validation of Critical Aspects of the Net Promoter Score,” The TQM Journal, vol. 35, no. 9, pp. 191–209, 2023, doi: 10.1108/TQM-05-2022-0170.
V. Norouzi, “Predicting E-Commerce CLV with Neural Networks: The Role of NPS, ATV, and CES,” Journal of Economics and Technology, vol. 2, pp. 174–189, 2024, doi: 10.1016/j.ject.2024.04.004.
D. P. Kesuma, “Penggunaan Metode System Usability Scale untuk Mengukur Aspek Usability pada Media Pembelajaran Daring di Universitas XYZ,” JATISI: Jurnal Teknik Informatika dan Sistem Informasi, vol. 8, no. 3, pp. 1615–1626, 2021, doi: 10.35957/jatisi.v8i3.1356.
Megawati, M. R. Naldi, and A. F. Lubis, “Penggunaan HEART Metrik untuk Menganalisis Pengalaman Pengguna E-Learning,” in Seminar Nasional Teknologi Informasi, Komunikasi dan Industri (SNTIKI) 15, 2023, pp. 265–278. [Online]. Available: https://ejournal.uin-suska.ac.id/index.php/SNTIKI/article/view/25730
D. Ananda, T. K. Ahsyar, Syaifullah, and M. Fronita, “Analisa User Experience Sistem KKN Menggunakan Metode HEART Metrics dan Importance Performance Analysis (IPA),” Jurnal Teknologi Sistem Informasi dan Aplikasi, vol. 7, no. 3, pp. 922–933, 2024, doi: 10.32493/jtsi.v7i3.40803.
R. P. Syahputra, R. Hardiartama, B. P. Kristana, and A. Wulansari, “Analisis User Experience Aplikasi Flip Menggunakan Metode HEART Metrics dan Importance Performance Analysis (IPA),” Jurnal Informatika dan Rekayasa Perangkat Lunak, vol. 4, no. 2, pp. 228–236, 2023, doi: 10.33365/jatika.v4i2.2630.
Y. Astriani, D. R. Indah, M. Utari, and M. H. Syahbani, “Evaluating Netflix’s User Experience (UX) Through the Lens of the HEART Metrics Method,” Journal of Applied Informatics and Computing, vol. 8, no. 2, pp. 639–645, 2024, doi: 10.30871/jaic.v8i2.8727.
Sugiyono, Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung, Indonesia: Alfabeta, 2023.
M. K. Hasan and L. Kumar, “Determining Adequate Sample Size for Social Survey Research,” Journal of Bangladesh Agricultural University, vol. 22, no. 2, pp. 146–157, 2024, doi: 10.3329/jbau.v22i2.74547.
A. K. Muchandigona and B. M. Kalema, “The Catalytic Role of Mobile Banking to Improve Financial Inclusion in Developing Countries,” International Journal of E-Services and Mobile Applications, vol. 15, no. 1, pp. 1–21, 2023, doi: 10.4018/IJESMA.317923.
O. Dospinescu, N. Dospinescu, and I. Bostan, “Determinants of E-Commerce Satisfaction: A Comparative Study Between Romania and Moldova,” Kybernetes: The International Journal of Cybernetics, Systems and Management Sciences, vol. 51, no. 13, pp. 1–17, 2021, doi: 10.1108/K-03-2021-0197.
T. Campisi, G. Tesoriere, A. Russo, and M. A. Al-Rashid, “Spatial Distribution and Characterization of Consumers of E-Grocery Services in Sicily: Insights for Sustainable Urban Logistics,” Engineering Review, vol. 43, no. 3, pp. 54–67, 2023, doi: 10.30765/er.2177.
B. W. Trenggono, A. Faroqi, and A. Wulansari, “Penerapan Metode HEART Metrics dalam Menganalisis User Experience Aplikasi E-Learning,” JUTISI: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi, vol. 11, no. 2, pp. 471–482, 2022, doi: 10.35889/jutisi.v11i2.876.
R. Aisyah, A. L. Zahra, D. Shahita, and W. Hidayatullah, “Analisis User Experience Pengguna Aplikasi Neobank Berdasarkan Alat Ukur HEART Metrics,” Jurnal Penelitian Rumpun Ilmu Teknik, vol. 2, no. 1, pp. 1–15, 2023, doi: 10.55606/juprit.v2i1.1006.
H. B. Adityo, P. Syaepudin, and Sunardi, “User Experience Analysis on Banking Contact Center Mobile Application Using the HEART Metrics and Eye Tracking,” in Proc. 2022 10th International Conference on Cyber and IT Service Management (CITSM), 2022, pp. 1–6, doi: 10.1109/CITSM56380.2022.9936031.
S. Sidabutar and A. Ichwani, “Evaluasi User Experience Aplikasi Mobile SATUSEHAT Menggunakan HEART Metrics,” Jurnal Pepadun, vol. 5, no. 1, pp. 72–82, 2024.
A. M. Jannah, T. L. M. Suryanto, and A. Pratama, “Pengukuran User Experience Terhadap Penggunaan Aplikasi SIMVONI dengan Pendekatan Metode HEART,” Expert: Jurnal Manajemen Sistem Informasi dan Teknologi, vol. 12, no. 1, pp. 34–39, 2022, doi: 10.36448/expert.v12i1.2533.
A. A. A. F. Josephine, Theresiawati, H. B. Seta, and R. H. Purabaya, “Analisis User Experience Tiktok Shop Menggunakan Framework HEART dan Importance Performance Analysis,” Jurnal Ilmiah Teknologi Sistem Informasi, vol. 5, no. 4, pp. 199–205, 2024, doi: 10.62527/jitsi.5.
O. V. T. Utami, C. Wiguna, and D. M. Kusumawardani, “Implementasi dan Pengukuran Pengalaman Pengguna Sistem Informasi Rehabilitasi Korban Penyalahgunaan Napza Menggunakan HEART Framework,” Jurnal Sistem Informasi, vol. 10, no. 2, pp. 460–469, 2021, doi: 10.32520/stmsi.v10i2.1304.
B. A. Saputra, A. Pratama, and E. M. Safitri, “Analisis User Experience Sistem Informasi Akademik Menggunakan HEART Metrics dan Importance Performance Analysis,” Jurnal SIMETRIS, vol. 14, no. 2, pp. 405–418, 2023, doi: 10.24176/simet.v14i2.
Y. D. Pratiwi, T. N. Wibowo, and R. Purnomo, “Analisis Optimalisasi Produksi Susu Milba Kemasan Menggunakan Metode Simpleks,” ITEKS: Jurnal Ilmu Pengetahuan dan Teknologi Industri, vol. 12, no. 2, pp. 20–28, 2020.
H. Hamsinar, M. Bukhori, and T. A. Karnawati, “The Influence of System Quality, Information Quality, and Service Quality on User Satisfaction Through Use in the Blibli Marketplace,” Jurnal Mantik, vol. 7, no. 3, pp. 188–204, 2023, doi: 10.46799/ajesh.v2i3.46.
P. S. Hidayat and M. I. P. Nasution, “Pengaruh Kinerja Situs Web Terhadap Kepuasan dan Loyalitas Pelanggan di E-Commerce,” Switch: Jurnal Sains dan Teknologi Informasi, vol. 2, no. 3, pp. 14–25, 2024, doi: 10.62951/switch.v2i3.82.