Yunita Nita
Department of Pharmacy Practice, Faculty of Pharmacy, Airlangga University, Surabaya, Indonesia

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Readiness and Acceptance of Health Providers using Clinical Decision Support System at Probolinggo Primary Healthcare Centers Rokayah Rokayah; Riza Alfian; Yunita Nita; Hanni Prihhastuti Puspitasari
Journal of Public Health and Pharmacy Vol. 5 No. 2 (2025)
Publisher : Pusat Pengembangan Teknologi Informasi dan Jurnal Universitas Muhammadiyah Palu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56338/jphp.v5i2.6709

Abstract

Introduction: The government targets a significant reduction in antibiotic resistance by 2030 through wise antibiotic management, including implementing the Clinical Decision Support System (CDSS) for Health Providers in Non-Pneumonia acute respiratory infections (ISPA) and Non-specific Diarrhea in Primary Healthcare Centre (Puskesmas). However, the readiness and acceptance of Health Providers to CDSS need to be evaluated. This study evaluates the readiness and acceptance of doctors, nurses, midwives, pharmacists, and pharmacists' assistants in Puskesmas using CDSS. Methods: The method used was a cross-sectional quantitative survey with snowball sampling of 185 respondents at the Probolinggo Puskesmas in July-August 2024. The questionnaire was developed based on a combination of the Technology Readiness Index and the Technology Acceptance Model (TRAM), and the data was analyzed using SEM-PLS (Structural Equation Modeling-Partial Least Squares). Result: This study revealed that optimism contributed positively to the perception of ease of use (PEOU) and perception of benefits (PU) of CDSS. Innovation also contributed positively to PEOU, but not significantly to PU. Optimism increases PEOU and PU, while innovation only increases PEOU. Although innovation is insignificant to PU, it has a more significant impact on PEOU than optimism. Conclusion: These findings also show that PU affects the attitude of Health Providers to use CDSS (? = 0.286, p < 0.001) but does not directly affect behavioral intentions (? = 0.081, p = 0.250). PEOU significantly affected PU (? = 0.617, p < 0.001) and attitude (? = 0.661, p < 0.001). Attitudes towards CDSS greatly influenced the behavioral intentions of healthcare providers to use it (? = 0.851, p < 0.001), making it a strong predictor of CDSS adoption. The integration of TRI and TAM in predicting the readiness of Health Providers has proven helpful in understanding the factors of CDSS adoption in Puskesmas. These findings highlight the importance of training for health providers to improve CDSS readiness and acceptance. In addition, the results of this study can be the basis for policy development in implementing CDSS Primary Healthcare Centers to support a more rational use of antibiotics.
Evaluation and Study of the Cost of Illness of Tuberculosis in Indonesia: A Systematic Review Hikmah Nova; Yunita Nita; Yuni Priyandani
Journal of Public Health and Pharmacy Vol. 6 No. 1 (2026)
Publisher : Pusat Pengembangan Teknologi Informasi dan Jurnal Universitas Muhammadiyah Palu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56338/jphp.v6i1.6854

Abstract

Introduction: Tuberculosis (TB) remains a significant public health challenge in Indonesia, ranking among the highest global TB burden countries. The financial burden of TB is substantial, encompassing direct medical costs, indirect income losses, and catastrophic household expenditures. Although systematic reviews on TB-related cost-of-illness (COI) have been conducted in various settings, this study aims to fill critical gaps in Indonesian TB financial data, provide comparative regional insights, and offer actionable policy recommendations. Methods: This study used the Systematic Review (SR) method on articles relevant to: COI, disease cost evaluation, or therapy costs for tuberculosis. Articles are examined in English or Indonesian; obtain full text through several search engines such as: PUBMED, Science Direct, Google Scholar, and SCOPUS; research coverage in Indonesia; and in an unlimited time frame. Results: A total of 11 eligible articles were obtained based on inclusion and exclusion criteria. The direct cost of TB-DS ranges from Rp2.2-5.8 million, while TB-MDR reaches Rp190 million. Indirect costs due to loss of revenue reached Rp481.5 million for MDR-TB. Catastrophic costs occurred in 83% of TB-MDR households and 36% of TB-DS, exceeding 20% of annual income. Most patients were men of productive age (18-45 years), with 82.33% losing their jobs during treatment. These findings highlight the need for strategic interventions to reduce the economic impact of TB. Conclusions: The impact of moderate financial burdens and other medical aspects on institutions and individuals is caused by tuberculosis. Further research should be conducted related to this study to obtain a larger estimate.