Human factors in smart governance: The role of trust, experience, and perceived usefulness in shaping e-government intention to use

Authors

  • Monica Clarissa Noni Nugroho Digital Business Department, Universitas Negeri Surabaya
  • Ika Diyah Candra Arifah Digital Business Department, Universitas Negeri Surabaya
  • Ratih Amelia Digital Business Department, Universitas Negeri Surabaya
  • Anne Jantos Center for Interdisciplinary Learning and Teaching, Technische Universität Dresden

DOI:

https://doi.org/10.53088/jmdb.v6i1.2495

Keywords:

Trust, User Experience, Perceived Usefulness, Intention to Use, Smart Governance

Abstract

In many local government digital services, low adoption rates are often driven by limited user confidence in system reliability and difficulties in navigating online platforms. As licensing processes increasingly shift to digital environments, understanding the behavioral factors that shape citizen acceptance becomes critical to achieving efficient, transparent public service delivery. Within a smart governance framework, this study examines how user trust and user experience influence intention to use the Surabaya Single Window (SSW) Alfa digital licensing system, with perceived usefulness as a mediating variable. A quantitative explanatory survey of 200 users was analyzed using path and Sobel tests. The findings indicate that trust and user experience significantly enhance perceived usefulness and intention to use, while perceived usefulness partially mediates these relationships. The results highlight that effective and sustainable smart governance depends not only on technological functionality but also on institutional trust and positive user engagement to sustain long-term citizen adoption.

References

Adzani, S. K. B., Iswanto, D., Khusna, M. Z., & Pitaloka, Y. A. (2025). Akuntabilitas Pelayanan Publik dalam Sistem Perizinan Surabaya Single Window (SSW). JIAN - Jurnal Ilmiah Administrasi Negara, 9(2), 58–65. https://doi.org/10.56071/jian.v9i2.1248

Agmeka, F., Wathoni, R. N., & Santoso, A. S. (2019). The influence of discount framing towards brand reputation and brand image on purchase intention and actual behaviour in e-commerce. Procedia Computer Science, 161, 851–858. https://doi.org/10.1016/j.procs.2019.11.192

Akdim, K., Casaló, L. V., & Flavián, C. (2022). The role of utilitarian and hedonic aspects in the continuance intention to use social mobile apps. Journal of Retailing and Consumer Services, 66. https://doi.org/10.1016/j.jretconser.2021.102888

Aleisa, N. (2024). Key factors influencing the e-government adoption: a systematic literature review. Journal of Innovative Digital Transformation, 1(1), 14–31. https://doi.org/10.1108/JIDT-09-2023-0016

Alghofaili, R., Sendhilnathan, N., Zhang, T., Grossman, T., Glueck, M., Jonker, T. R., & Lafreniere, B. (2024, September 21). Interactive Mediation Techniques for Error-Aware Gesture Input Systems. ACM International Conference Proceeding Series. https://doi.org/10.1145/3670947.3670964

Alzahrani, L., Al-Karaghouli, W., & Weerakkody, V. (2017). Analysing the critical factors influencing trust in e-government adoption from citizens’ perspective: A systematic review and a conceptual framework. International Business Review, 26(1), 164–175. https://doi.org/10.1016/j.ibusrev.2016.06.004

Amoah, B., Amoah, A., Kwablah, E., & Dzeha, G. C. (2023). Trust in government and electronic levy payment decisions in Ghana. Urban Governance, 3(4), 252–258. https://doi.org/10.1016/j.ugj.2023.08.004

Amrollahi, A., Kummer, T. F., Rajaeian, M., & Hadinejad, A. (2024). Trust dynamics in sharing economy services during a crisis: A comparison between Airbnb and Uber. International Journal of Tourism Research, 26(4). https://doi.org/10.1002/jtr.2676

Anantha, E. S. (2024). Faktor Sukses E-Government Dalam Pelayanan Perizinan Melalui Surabaya Single Window (SSW) Alfa Di Kota Surabaya [Doctoral dissertation]. UPN Veteran Jawa Timur.

Andreasson, D., & Gunnarsson, K. (2024). Discovering Error Handling Strategies for Improving End User Experience in Collaborative Distributed Real Time Systems.

Anggraini, F. D. P., Aprianti, A., Setyawati, V. A. V., & Hartanto, A. A. (2022). Pembelajaran Statistika Menggunakan Software SPSS untuk Uji Validitas dan Reliabilitas. Jurnal Basicedu, 6(4), 6491–6504. https://doi.org/10.31004/basicedu.v6i4.3206

Anthopoulos, L., Sirakoulis, K., & Reddick, C. G. (2021). Conceptualizing Smart Government: Interrelations and Reciprocities with Smart City. Digital Government: Research and Practice, 2(4). https://doi.org/10.1145/3465061

Asyhari, A., Pudjihastuti, S. H., & Kurdaningsih, D. M. (2018). Peran mediasi keunggulan kompetitif pada faktor determinan kinerja bisnis UKM di sentra tenun batik di Jawa Tengah. Jurnal Siasat Bisnis, 22(2), 111–131. https://doi.org/10.20885/jsb.vol22.iss2.art1

Balakrishnan, J., & Dwivedi, Y. K. (2021). Role of cognitive absorption in building user trust and experience. Psychology and Marketing, 38(4), 643–668. https://doi.org/10.1002/mar.21462

Buabeng-Andoh, C. (2018). Predicting students’ intention to adopt mobile learning: A combination of theory of reasoned action and technology acceptance model. Journal of Research in Innovative Teaching and Learning, 11(2), 178–191. https://doi.org/10.1108/JRIT-03-2017-0004

Bubaš, G., Čižmešija, A., & Kovačić, A. (2024). Development of an Assessment Scale for Measurement of Usability and User Experience Characteristics of Bing Chat Conversational AI. Future Internet, 16(1). https://doi.org/10.3390/fi16010004

Chen, L., & Aklikokou, A. K. (2020). Determinants of E-government Adoption: Testing the Mediating Effects of Perceived Usefulness and Perceived Ease of Use. International Journal of Public Administration, 43(10), 850–865. https://doi.org/10.1080/01900692.2019.1660989

Dinas Kependudukan dan Pencatatan Sipil Kota Surabaya. (2025, February 18). Jumlah Penduduk Menurut Kelompok Umur dan Jenis Kelamin di Kota Surabaya, 2024. Badan Pusat Statistik Kota Surabaya.

Dinas Komunikasi dan Informatika Kota Surabaya. (2021, September 11). Tindaklanjuti Instruksi Wali Kota, Diskominfo Luncurkan SSW Alfa Permudah Perizinan di Surabaya. Pemerintah Kota Surabaya.

Doherty, R. A., & Sorenson, P. (2015). Keeping Users in the Flow: Mapping System Responsiveness with User Experience. Procedia Manufacturing, 3, 4384–4391. https://doi.org/10.1016/j.promfg.2015.07.436

Fath, S., Abimanyu, D., & Misbak, M. (2024). Exploring The Relationship Between Responsiveness And Usability And Its Impact On Customer Satisfaction In E-Commerce. Journal of Management Economic and Financial, 2(4), 148–155. https://doi.org/10.46799/jmef.v2i4.42

Fedorko, I., Bacik, R., & Gavurova, B. (2018). Technology acceptance model in e-commerce segment. Management and Marketing, 13(4), 1242–1256. https://doi.org/10.2478/mmcks-2018-0034

Flavián, C., Pérez-Rueda, A., Belanche, D., & Casaló, L. V. (2022). Intention to use analytical artificial intelligence (AI) in services – the effect of technology readiness and awareness. Journal of Service Management, 33(2), 293–320. https://doi.org/10.1108/JOSM-10-2020-0378

Gao, S., & Li, Y. (2021). An empirical study on the adoption of blockchain-based games from users’ perspectives. Electronic Library, 39(4), 596–614. https://doi.org/10.1108/EL-01-2021-0009

Ghanem, M., Elshaer, I., & Shaker, A. (2020). The successful adoption of IS in the tourism public sector: The mediating effect of employees’ trust. Sustainability (Switzerland), 12(9). https://doi.org/10.3390/su12093877

Giuliodori, A., Berrone, P., & Ricart, J. E. (2023). Where smart meets sustainability: The role of Smart Governance in achieving the Sustainable Development Goals in cities. BRQ Business Research Quarterly, 26(1), 27–44. https://doi.org/10.1177/23409444221091281

Han, J.-H., & Sa, H. J. (2022). Acceptance of and satisfaction with online educational classes through the technology acceptance model (TAM): the COVID-19 situation in Korea. Asia Pacific Education Review, 23(3), 403–415. https://doi.org/10.1007/s12564-021-09716-7

Hartanti, F. T., Abawajy, J. H., Chowdhury, M., Shalannanda, W., & Hartanti, F. T. (2021). Citizens’ Trust Measurement in Smart Government Services. IEEE Access, 9, 150663–150676. https://doi.org/10.1109/ACCESS.2021.3124206

Herlina, H., & Diputra, T. T. (2018). Implementasi Rumus Sobel Pada Web Dengan Topik Regresi Linier Menggunakan Variabel Intervening. Jurnal Algoritma, Logika Dan Komputasi, 1(1). https://doi.org/10.30813/j-alu.v1i1.1106

Hsu, W.-C., & Lee, M.-H. (2023). Semantic Technology and Anthropomorphism: Exploring the Impacts of Voice Assistant Personality on User Trust, Perceived Risk, and Attitude. Journal of Global Information Management, 31(1), 1–21. https://doi.org/10.4018/JGIM.318661

Huy, P. Q., & Phuc, V. K. (2024). Appraisal model on how accounting data analytics impacts public sector sustainability reporting. Sustainable Futures, 8. https://doi.org/10.1016/j.sftr.2024.100295

Iman, N., Amanda, M. T., & Angela, J. (2022). Digital transformation for maritime logistics capabilities improvement: cases in Indonesia. Marine Economics and Management, 5(2), 188–212. https://doi.org/10.1108/maem-01-2022-0002

Jeong, S. C., Byun, J. S., & Jeong, Y. J. (2016). The effect of user experience and perceived similarity of smartphone on acceptance intention for smartwatch. ICIC Express Letters, 10(7), 1613–1619.

Joo, Y. J., Park, S., & Lim, E. (2018). Factors influencing preservice teachers’ intention to use technology: TPACK, teacher self-efficacy, and technology acceptance model. Journal of Educational Technology & Society, 21(3), 48–59.

Joshi, H. (2025). Integrating trust and satisfaction into the UTAUT model to predict Chatbot adoption – A comparison between Gen-Z and Millennials. International Journal of Information Management Data Insights, 5(1). https://doi.org/10.1016/j.jjimei.2025.100332

Kathuria, S., Tandon, U., Ertz, M., & Bansal, H. (2020). Social vacation: Proposition of a model to understand tourists’ usage of social media for travel planning. Technology in Society, 63. https://doi.org/10.1016/j.techsoc.2020.101438

Khan, S., Umer, R., Uddin, N., Muhammad, J., & Ahmed, N. (2023). Identifying the factors affecting individuals’ trust to use social media for e-government services: a conceptual model. Mehran University Research Journal of Engineering and Technology, 42(1), 109. https://doi.org/10.22581/muet1982.2301.11

Kılıç, E., & Çelik, H. E. (2025). Factors affecting acceptance of ChatGPT-4o by English language instructors: The extended TAM approach. Computers and Education: Artificial Intelligence, 9. https://doi.org/10.1016/j.caeai.2025.100452

Koranteng, F. N., Ham, J., Wiafe, I., & Matzat, U. (2022). The role of usability, aesthetics, usefulness and primary task support in predicting the perceived credibility of academic social networking sites. Behaviour and Information Technology, 41(16), 3617–3632. https://doi.org/10.1080/0144929X.2021.2009570

Kuzior, A., Pakhnenko, O., Tiutiunyk, I., & Lyeonov, S. (2023). E-Governance in Smart Cities: Global Trends and Key Enablers. Smart Cities, 6(4), 1663–1689. https://doi.org/10.3390/smartcities6040078

Lewis, J. R., & Sauro, J. (2024). Effect of Perceived Ease of Use and Usefulness on UX and Behavioral Outcomes. International Journal of Human-Computer Interaction, 40(20), 6676–6683. https://doi.org/10.1080/10447318.2023.2260164

Li, W., & Xue, L. (2021). Analyzing the critical factors influencing post-use trust and its impact on Citizens’ continuous-use intention of E-Government: Evidence from Chinese municipalities. Sustainability (Switzerland), 13(14). https://doi.org/10.3390/su13147698

Liu, Z., Liu, Y., & Osmani, M. (2024). Integration of Smart Cities and Building Information Modeling (BIM) for a Sustainability Oriented Business Model to Address Sustainable Development Goals. Buildings, 14(5). https://doi.org/10.3390/buildings14051458

Makbul, R. S., Lukitaningsih, A., & Ningrum, N. K. (2025). Perceived ease of use dan perceived usefulness dalam loyalitas pelanggan. Journal of Management and Digital Business, 5(1), 166–177. https://doi.org/10.53088/jmdb.v5i1.1435

Mardiatmoko, G. (2020). Pentingnya Uji Asumsi Klasik Pada Analisis Regresi Linier Berganda (Studi Kasus Penyusunan Persamaan Allometrik Kenari Muda [Canarium Indicum L.]). BAREKENG: Jurnal Ilmu Matematika Dan Terapan, 14(3), 333–342. https://doi.org/10.30598/barekengvol14iss3pp333-342

Marella, V., Upreti, B., Merikivi, J., & Tuunainen, V. K. (2020). Understanding the creation of trust in cryptocurrencies: the case of Bitcoin. Electronic Markets, 30, 259–271. https://doi.org/10.1007/s12525-019-00392-5/Published

Mastur, M. M. (2024). Kualitas Pelayanan Perizinan Melalui Aplikasi Surabaya Single Window (Ssw Alfa) Pada Menu Layanan Kelurahan: Studi di Kelurahan Gunung Anyar Kecamatan Gunung Anyar Kota Surabaya. PRAJA Observer: Jurnal Penelitian Administrasi Publik, 4(06), 187–197.

Nookhao, S., Kiattisin, S., & Thananant, V. (2025). The role of technology readiness motivators, positive and negative impact toward smart farming technology adoption: Insight from Thai farmers. International Journal of Information Management Data Insights, 5(2), 100380. https://doi.org/10.1016/j.jjimei.2025.100380

Odiwo, W. O., Egielewa, P. E., Sanni, A. P., Erigbe, P. A., Atairet, A. C., Otsupius, A. I., Omoluabi, E. T., Ohioka, G., & Odion, H. A. (2023). The Influence Of Networking On The Profitability Of Communication Firms. Corporate and Business Strategy Review, 4(2 Special Issue), 335–343. https://doi.org/10.22495/cbsrv4i2siart13

Odushegun, L. (2023). Aesthetic semantics: Affect rating of atomic visual web aesthetics for use in affective user experience design. International Journal of Human Computer Studies, 171. https://doi.org/10.1016/j.ijhcs.2022.102978

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). https://doi.org/10.6007/ijarbss/v9-i6/6074

Oyibo, K., & Morita, P. P. (2022). The Role UX Design Attributes Play in the Perceived Persuasiveness of Contact Tracing Apps. Multimodal Technologies and Interaction, 6(10). https://doi.org/10.3390/mti6100088

Papakostas, C., Troussas, C., Krouska, A., & Sgouropoulou, C. (2021). Measuring user experience, usability and interactivity of a personalized mobile augmented reality training system. Sensors, 21(11). https://doi.org/10.3390/s21113888

Putra, R. H., Aprila, N., Marietza, F., & Hatta, M. (2020). Kualitas Sistem Informasi, Kualitas Informasi Dan Perceived Usefulness Terhadapkepuasan Pengguna Akhir Software Analisis Kredit Information System Quality, Information Quality And Perceived Usefulness To End User Satisfied Credit Analysis Software. Jurnal Akuntansi, 10(3), 245–260. https://doi.org/10.33369/j.akuntansi.10.3.244-260

Qatawneh, N., Al-Okaily, M., Alkhasawneh, R., Althonayan, A., & Tarawneh, A. (2024). The mediating role of e-trust and e-satisfaction in the relationship between e-service quality and e-loyalty toward e-government services. Global Knowledge, Memory and Communication. https://doi.org/10.1108/GKMC-07-2023-0263

Saoula, O., Shamim, A., Mohd Suki, N., Ahmad, M. J., Abid, M. F., Patwary, A. K., & Abbasi, A. Z. (2023). Building e-trust and e-retention in online shopping: the role of website design, reliability and perceived ease of use. Spanish Journal of Marketing - ESIC, 27(2), 178–201. https://doi.org/10.1108/SJME-07-2022-0159

Saragih, T. S., Ratminto, Djunaedi, A., Ikhwan, H., Dahyan, A., Pramasanti, A. N., & Mahaganti, F. S. (2025). Innovative models to enhance user experience in JMO mobile: A case study of migrant workers in East Java, Indonesia. Social Sciences and Humanities Open, 12. https://doi.org/10.1016/j.ssaho.2025.101916

Sari, M., Rachman, H., Juli Astuti, N., Win Afgani, M., & Abdullah Siroj, R. (2022). Explanatory Survey dalam Metode Penelitian Deskriptif Kuantitatif. Jurnal Pendidikan Sains Dan Komputer, 3(01), 10–16. https://doi.org/10.47709/jpsk.v3i01.1953

Sari, R. L., Habibi, A. B., & Hayuningputri, E. P. (2022). Impact of Attitude, Perceived Ease of Use, Convenience, and Social Benefit on Intention to Use Mobile Payment. Asia Pacific Management and Business Application, 011(02), 143–156. https://doi.org/10.21776/ub.apmba.2022.011.02.2

Schrills, T., Kojan, L., Gruner, M., Calero Valdez, A., & Franke, T. (2024). Effects of User Experience in Automated Information Processing on Perceived Usefulness of Digital Contact-Tracing Apps: Cross-Sectional Survey Study. JMIR Human Factors, 11. https://doi.org/10.2196/53940

Sigudla, J., & Maritz, J. E. (2023). Exploratory factor analysis of constructs used for investigating research uptake for public healthcare practice and policy in a resource-limited setting, South Africa. BMC Health Services Research, 23(1), 1423. https://doi.org/10.1186/s12913-023-10165-8

Singh, N., & Sinha, N. (2020). How perceived trust mediates merchant’s intention to use a mobile wallet technology. Journal of Retailing and Consumer Services, 52. https://doi.org/10.1016/j.jretconser.2019.101894

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

Tahar, A., Riyadh, H. A., Sofyani, H., & Purnomo, W. E. (2020). Perceived ease of use, perceived usefulness, perceived security and intention to use e-filing: The role of technology readiness. Journal of Asian Finance, Economics and Business, 7(9), 537–547. https://doi.org/10.13106/JAFEB.2020.VOL7.NO9.537

Tam, C., Santos, D., & Oliveira, T. (2020). Exploring the influential factors of continuance intention to use mobile Apps: Extending the expectation confirmation model. Information Systems Frontiers, 22(1), 243–257. https://doi.org/10.1007/s10796-018-9864-5

Tan, K.-L., Leong, C.-M., & Richter, N. F. (2024). Navigating Trust in Mobile Payments: Using Necessary Condition Analysis to Identify Must-Have Factors for User Acceptance. International Journal of Human–Computer Interaction, 41(5), 1–15. https://doi.org/10.1080/10447318.2024.2338319

Tanujaya, B., Prahmana, R. C. I., & Mumu, J. (2022). Likert Scale in Social Sciences Research: Problems and Difficulties. FWU Journal of Social Sciences, 16(4), 89–101. https://doi.org/10.51709/19951272/Winter2022/7

Usman, O., Alianti, M., & Fadillah, F. N. (2024). Factors affecting the intention to use QRIS on MSME customers. International Journal of Applied Economics, Finance and Accounting, 18(1), 77–87. https://doi.org/10.33094/ijaefa.v18i1.1323

Wahyudiono, Hermanto, Y. B., Estiasih, S. P., & Aminatuzzuhro. (2024). Performance recovery of creative sector industries: strengthening management literacy and digital business innovation. Journal of Innovation and Entrepreneurship, 13(1), 21. https://doi.org/10.1186/s13731-024-00376-6

Wiprayoga, P., & Widagda, K. I. G. N. J. A. (2023). The Role of Attitude Toward Using Mediates the Influence of Perceived Usefulness and Perceived Ease of Use on Behavioral Intention to Use. Russian Journal of Agricultural and Socio-Economic Sciences, 140(8), 53–68. https://doi.org/10.18551/rjoas.2023-08.06

Xu, C., Li, Z., & Su, J. (2022). Live Shopping Interactivity, Social Presence and Sustainable Consumer Purchase Intention: Based on TAM Model. International Journal of Sustainable Development and Planning, 17(8), 2631–2639. https://doi.org/10.18280/ijsdp.170832

Xu, J., Ren, X., Huang, Y., Wu, R., & Pan, Y. (2024). Persist or Abandon? Exploring Chinese Users’ Continuance Intentions Toward AI Painting Tools. IEEE Access, 12, 135469–135488. https://doi.org/10.1109/ACCESS.2024.3424946

Yusoff, F. A. M., Mohamad, F., Tamyez, P. F. M., & Panatik, S. A. (2023). Do I need to use it? Factors influencing the intention to adopt automated parcel lockers as last-mile delivery services. Acta Logistica, 10(4), 567–575. https://doi.org/10.22306/al.v10i4.435

Zardari, B. A., Hussain, Z., Arain, A. A., Rizvi, W. H., & Vighio, M. S. (2021). Development and validation of user experience-based e-learning acceptance model for sustainable higher education. Sustainability (Switzerland), 13(11). https://doi.org/10.3390/su13116201

Zubir, M. H. H., & Abdul Latip, M. S. (2024). Factors affecting citizens’ intention to use e-government services: assessing the mediating effect of perceived usefulness and ease of use. Transforming Government: People, Process and Policy, 18(3), 384–399. https://doi.org/10.1108/TG-04-2023-0040

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2026-04-30

How to Cite

Nugroho, M. C. N., Arifah, I. D. C., Amelia, R., & Jantos, A. (2026). Human factors in smart governance: The role of trust, experience, and perceived usefulness in shaping e-government intention to use. Journal of Management and Digital Business, 6(1), 555–575. https://doi.org/10.53088/jmdb.v6i1.2495