Puspitasari, Hanni Prihhastuti
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Readiness and Acceptance of Health Providers using Clinical Decision Support System at Probolinggo Primary Healthcare Centers Rokayah, Rokayah; Alfian, Riza; Nita, Yunita; Puspitasari, Hanni Prihhastuti
Journal of Public Health and Pharmacy Vol. 5 No. 2 (2025): July 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.
Effect of Integrated TOGA-Nutrition Education on Stunting Prevention Knowledge among Health Volunteers and Adolescents in Lamongan, Indonesia: A Pre-Post Intervention Study Kusumawati, Idha; Puspitasari, Hanni Prihhastuti; Soesilawati, Pratiwi; Izzah, Zamrotul; Fitria, Anisa Lailatul; Ramadhani, Firmansyah Ardian; Rullyansyah, Subhan; Pratama, Yusuf Alif; Pattymahu, Charlyna Veronika Puspitasari; Gamar, Fahmi Haitsami Ibnu; Ruzainah Ali
JURNAL FARMASI DAN ILMU KEFARMASIAN INDONESIA Vol. 12 No. 3 (2025): JURNAL FARMASI DAN ILMU KEFARMASIAN INDONESIA
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jfiki.v12i32025.342-354

Abstract

Background: Lamongan, Indonesia, is facing a significant public health issue, with high rates of stunting (27.5% in 2022) and adolescent anemia (60.0% in Babat district). A significant knowledge gap exists in the community, particularly regarding the effective use of Family Medicinal Plants (TOGA) for prevention, highlighting the need for structured intervention programs to address these public health issues. This study evaluated an integrated education program designed to improve knowledge and shift perceptions regarding TOGA, assessing differential knowledge gains between health volunteers and adolescents. Methods: This pre-post intervention study involved 54 female participants (27 health volunteers and 27 adolescents) from Kebalanpelang Village, Babat District, Lamongan. All participants received the same 120-minute integrated TOGA-nutrition education based on Social Cognitive Theory, covering stunting prevention, complementary feeding, breastfeeding optimization, and TOGA applications using evidence-based traditional medicinal plants. Knowledge was assessed using the same validated 10-item questionnaire (Cronbach's α=0.81) for both groups, covering three domains: complementary feeding guidelines (3 items), breastfeeding optimization (3 items), and TOGA applications for stunting prevention (4 items), administered before and immediately after the intervention. Results: The intervention was highly effective, yielding a statistically significant 25.4% mean knowledge gain across all participants (3.6±2.1-point gain, p<0.001). Adolescents showed the most dramatic improvement, achieving a 39.7% knowledge increase (a 4.8-point gain). While health volunteers had a more modest gain of 14.7% (a 2.4-point increase), the intervention successfully narrowed the initial knowledge disparity between the two groups by 57% (reducing the gap from Δ4.2 to Δ1.8 points). Domain-specific analysis revealed significant gains across all areas: complementary feeding (+26.8%), breastfeeding (+26.7%), and TOGA applications (+23.9%, all p<0.001). A strong inverse correlation between age and knowledge gain (r=-0.72, p<0.001) indicated that younger participants, particularly those aged 15-17 years, demonstrated superior learning capacity. Conclusions: The implementation of integrated TOGA-nutrition education significantly enhanced stunting prevention knowledge. This intervention is particularly effective for adolescents, which employs role-specific content, successfully mitigates cultural barriers and leads to a measurable reduction in knowledge equity gaps. Strong evidence of participant confirms the program's cultural fit and operational readiness, making a compelling case for its integration and scaling within Indonesia’s broader stunting prevention efforts.