The Effect of Staff Knowledge, Perceived Value, and Perceived Ease of Use on Patient Trust
Abstract
This study aims to analyze the influence of Staff Knowledge, Perceived Value, and Ease of Use on Patient Trust in hospitals. Patient trust is a crucial factor in increasing satisfaction and sustainability of health services. This study uses Structural Equation Modeling (SEM) with Partial Least Squares (PLS) as an analysis method to test the relationship between the constructs involved. Data were obtained from 100 hospital patient respondents using random sampling techniques, and the analysis was carried out using SmartPLS software. The results showed that Perceived Value had the greatest influence on Patient Trust, with a Path Coefficient of 0.46, followed by Staff Knowledge (0.32) and Ease of Use (0.28). All tested relationships showed high significance with a p-value of less than 0.05. However, several constructs, especially Staff Knowledge and Perceived Value, showed problems in reliability and validity, indicating the need for improvement of the indicators used. In conclusion, this study emphasizes the importance of improving the quality of Staff Knowledge, strengthening Perceived Value, and providing more accessible services to increase Patient Trust. Improvements to constructs with low reliability need to be made to ensure more valid and reliable measurements.
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References
Aili, Y., Li, M., & Liu, Y. (2024). Unveiling Patient Trust in Physicians Across China: Insights from a Nationwide Cross-Sectional Study. Risk Management and Healthcare Policy, 1039–1052.
Akther, T., & Nur, T. (2022). A model of factors influencing COVID-19 vaccine acceptance: A synthesis of the theory of reasoned action, conspiracy theory belief, awareness, perceived usefulness, and perceived ease of use. PLoS ONE, 17(1).
Biro, J., Linder, C., & Neyens, D. (2023). The effects of a health care chatbot’s complexity and persona on user trust, perceived usability, and effectiveness: mixed methods study. JMIR Human Factors, 10(1).
Demila, D., & Sundari, S. (2023). The Role of PT. Permodalan Nasional Madani (PNM) Mekaar Syariah in Increasing the Income of Housewives of Ultra Micro Businesses (UMi). Danadyaksa: Post Modern Economy Journal, 1(1), 54–69. https://doi.org/10.69965/danadyaksa.v1i1.7
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed.). Sage Publications.
Hasanah, F., Asy’ari, Q., Hayati, N., Toyyibah, N., & Ningsih, P. (2024). Congregation-Based Service Financing Scheme (LASISMA) in Improving Customer Business at BMT NU Larangan Pamekasan Branch. Malacca: Journal of Management and Business Development, 1(1), 1–5. https://doi.org/10.69965/malacca.v1i1.47
Lakho, A., Joyo, A. S., & Siddiqui, H. (n.d.). A. IMPACT OF PERCEIVED USEFULNESS, EASE OF USE, VALUE, RISK AND TRUST ON ONLINE PURCHASE INTENTION OF MEDICINES: ROLE OF CON-SUMER ENGAGEMENT.
Luo, J., Ahmad, S. F., Alyaemeni, A., Ou, Y., Irshad, M., Alyafi-Alzahri, R. & Unnisa, S. T. (2024). Role of perceived ease of use, usefulness, and financial strength on the adoption of health information systems: The moderating role of hospital size. Humanities and Social Sciences Communications, 11(1), 1–12.
Park, D. Y., & Kim, H. (2023). Determinants of intentions to use digital mental healthcare content among university students, faculty, and staff: motivation, perceived usefulness, perceived ease of use, and parasocial interaction with AI Chatbot. Sustainability, 15(1), 872.
Sekaran, U., & Bougie, R. (2021). Research methods for business: A skill-building approach. Wiley.
Yang, H., & Han, S. Y. (2021). Understanding virtual reality continuance: an extended perspective of perceived val-ue. Online Information Review, 45(2), 422–439.
Copyright (c) 2025 Nanda Nuryani, Stefany Rota Kadang, Maghfirah Puspa Bhara Umar

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