Financial Early Warning System Implementation Strategy for Clinics
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Abstract
Background. Clinics in the healthcare business face various challenges, especially in urban areas where competition with new clinics and large hospitals is intensifying. Continuously changing government regulations, such as accreditation requirements, economic crises, and pandemics further increase operational burdens.
Aims. High patient expectations for service quality and pressure from the ASEAN Economic Community (AEC) compel clinics to adapt and survive. To address these challenges, clinics need an Early Warning System (EWS) integrated within the Clinic’s Early Warning System Framework (CEWSF).
Methods. The research methods used are descriptive survey and methods Explanatory Survey.
Result. CEWSF maps the risks faced by clinics, including financial, health, legal, operational, reputational, and environmental risks, all integrated into a digital information system. However, many clinics, especially smaller ones, do not yet have a Financial Early Warning System (FEWS) to identify and prevent risks. The absence of FEWS leads to slow responses to financial issues.
Conclusion. Implementing technology-based EWS, such as data analysis and artificial intelligence, is crucial for maintaining clinics' operational continuity.
Implementation. While some countries have adopted FEWS, Indonesia has yet to have hospitals that comprehensively embrace this framework.
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References
Akansu, A. N., Kulkarni, S. R., & Malioutov, D. (Eds.). (2016). Financial signal processing and machine learning. Wiley-IEEE Press.
Analisis Informasi Keuangan, Eks14204/Modul 3, 3,13 Universitas Terbuka
Apostolik, R., & Donohue, C. (Eds.). (2015). Foundations of financial risk: An overview of financial risk and risk-based regulation (2nd ed.). Wiley.
Bender, R., & Ward, K. (2002). Corporate financial strategy (2nd ed.). Butterworth-Heinemann.
Brookson, S. (1998). Mastering financial management: Demystify finance and transform your financial skills of management. Thorogood Ltd.
Coleman, T. S. (2012). Quantitative risk management: A practical guide to financial risk. Wiley.
Dawood, M. H. A. K. (2016). The challenge of predicting financial crises: Modelling and evaluating early warning systems (Tesis doktoral, University of Birmingham).
Hill, R. A. (2008). Strategic financial management (1st ed.). Bookboon.
Marcinko, D. E., & Hetico, H. R. (Eds.). (2014). Financial management strategies for hospitals and healthcare organizations: Tools, techniques, checklists, and case studies. CRC Press.
McPhee, J. E., Jr. (2014). Mastering strategic risk: A framework for leading and transforming organizations. Wiley.
Van Deventer, D. R., Imai, K., & Mesler, M. (2013). Advanced financial risk management: Tools and techniques for integrated credit risk and interest rate risk management (2nd ed.). Wiley.