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All Journal Pharmaciana: Jurnal Kefarmasian Mutiara Medika: Jurnal Kedokteran dan Kesehatan JURNAL MANAJEMEN DAN PELAYANAN FARMASI (Journal of Management and Pharmacy Practice) Majalah Farmaseutik Jurnal Pendidikan Kedokteran Indonesia: The Indonesian Journal of Medical Education PREPOTIF : Jurnal Kesehatan Masyarakat Indonesian Journal of Global Health research Jurnal Insan Farmasi Indonesia Jurnal Ilmiah Ibnu Sina (JIIS): Ilmu Farmasi dan Kesehatan Jurnal Farmasi Sains dan Praktis Jurnal Pengabdian Masyarakat Bangsa Jurnal Farmasi Indonesia Journal of Pharmaceutical and Sciences. Academic Hospital Journal Jurnal Kefarmasian Indonesia Journal Pharmaceutical Science and Application (JPSA)
Susi Ari Kristina
Bagian Manajemen dan Farmasi Komunitas, Fakultas Farmasi, Universitas Gadjah Mada
Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Dentistry Economics, Econometrics & Finance Education Energy Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Association of Sociodemographic and Knowledge about Drug Storage and Expiration Date in Bantul District Pangarso, Ricardus Noven Wikantri; Kristina, Susi Ari
Academic Hospital Journal Vol 5, No 2 (2023)
Publisher : Rumah Sakit Akademik Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/ahj.v5i2.91542

Abstract

Storing medicines is a crucial thing to do because storing medicines will affect the stability and effectiveness of the stored medicines. Drug storage is closely related to the expiration time of the drug. The aim of this study was to determine the relationship between sociodemographics and the level of public knowledge about drug storage and drug expiration. This study employed a cross-sectional survey study method. The sample was the residents of Bantul Regency taken using convenience sampling, in the data collection period September-November 2023, with a total of 104 respondents. The questionnaire includes sociodemographic data, storage domain and drug expiration time, distributed on Googleform. Data were analyzed descriptively and using the Chi-square statistical test with p<0.05. The research results showed that 61 (58.7%) respondents had a good level of knowledge of drug storage, 43 (41.3%) and 82 (78.8%) respondents had a good level of knowledge of drug expiration. There is a relationship between gender (p=0.032) and occupation (p=0.041) with the level of knowledge of drug storage and there is a relationship between income (p=0.025) and the level of knowledge of drug expiration. Continuous educational efforts by pharmacists are needed to increase public literacy regarding drug storage.Keywords: Bantul regency, drug expiration,drug store, health literacy, knowledge.
Medicine Storage Knowledge Survey among Pharmacy Students from Universitas Gadjah Mada Lovendri, Dolorosa Septin; Kristina, Susi Ari
Academic Hospital Journal Vol 5, No 2 (2023)
Publisher : Rumah Sakit Akademik Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/ahj.v5i2.92200

Abstract

Proper drug storage is very important to ensure drug safety, quality and efficacy. Drug storage is closely related to drug expiration which includes Expiry Date (ED) and Beyond Use Date (BUD). The aim of this research was to measure the level of knowledge of Pharmacy students at Gadjah Mada University regarding drug storage and drug expiration. This research uses a designcross-sectional study with an instrument in the form of a questionnaire. The sample was UGM Pharmacy Students taken randomlyconvenience sampling, in the data collection period October-November 2023, there were 132 respondents. A questionnaire covering sociodemographic data, storage domains and drug expiration time, was distributedgoogleform. Data were analyzed descriptively and with statistical testsChi-square with p<0.05. The results of the study showed that 87.88% (N= 116) of UGM Pharmacy Students had a good level of knowledge about drug storage, and 85.85% (N= 112) had a poor level of knowledge about drug expiration. There was no relationship between gender (p=0.307); age (p=0.639); semester (p=0.791); monthly income (p=0.897); parents' field of work (p=0.155); and current state of residence (p=0.904) with knowledge of drug storage. There is a relationship between age (p value 0.012); semester (p=0.015); and current state of residence (p=0.019) with knowledge of drug expiration. It is necessary to increase pharmacy students' literacy about drug expiration to ensure drug safety.
Social Media User X's Sentiment Towards Omnibus Health Law in Indonesia Prastowo, Muhammad Yogie; Lazuardi, Lutfan; Kristina, Susi Ari
Indonesian Journal of Global Health Research Vol 6 No 5 (2024): Indonesian Journal of Global Health Research
Publisher : GLOBAL HEALTH SCIENCE GROUP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37287/ijghr.v6i5.3605

Abstract

The Health Omnibus Law aims to reform the health sector. Prior to its enactment, public responses emerged in various forms, one of which was by expressing opinions on X social media. Objective: This study aims to determine public sentiment towards the Omnibus Health Law and its behaviour based on speech act theory. Method: Qualitative data was obtained retrospectively by means of text mining or extracting tweets using the hashtags #UUKesehatanOmnibuslaw and #UUKesehatan. From a total of 1,960 sent from 11 July to 31 August 2023, descriptive research was carried out with a qualitative approach on these tweets. Then classify sentiment using the Naïve Bayes algorithm and classify using speech act theory analysis. Results: 1,960 tweets were found that met the criteria. The results showed that neutral sentiment (94.13%) dominated the tweets compared to negative sentiment (3.16%) and positive sentiment (2.70%). There were 9 themes found in the tweets, with the dominant theme being ‘laws and government’. Conclusions: The results showed that the majority of tweet users were assertive and gave 'statements’ in response to the omnibus health law
ANALISIS BIAYA MEDIS LANGSUNG PASIEN RAWAT INAP BEDAH UROLOGI DI RSUD KOTA YOGYAKARTA Supadmi, Woro; Kristina, Susi Ari Kristina; Feangi, Yanti Fitriani; Supadmi, Woro Supadmi; Basuki, Adriyanto Rochmad; Kristina, Susi Ari
Jurnal Ilmiah Ibnu Sina (JIIS): Ilmu Farmasi dan Kesehatan Vol 10 No 2 (2025): Jurnal Ilmiah Ibnu Sina
Publisher : Sekolah Tinggi Ilmu Kesehatan ISFI Banjarmasin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36387/jiis.v10i2.2657

Abstract

Urological surgical procedures, such as urolithiasis and benign prostatic hyperplasia (BPH), continue to increase with high recurrence rates. Limited treatment facilities and the risk of antibiotic resistance can affect the cost burden. This study aims to determine the alignment of direct medical costs with INA-CBG’s claim rates and to identify variables influencing total direct medical costs. The study employs an observational approach with a retrospective design. Samples were selected using purposive sampling with inclusion criteria. Data were collected from electronic medical records and financial reports. Direct medical costs were calculated based on all cost components using a hospital perspective approach. Data analysis used univariate, bivariate, and multivariate tests. The average total direct medical costs for urology patients were Rp 9,962,325 ± Rp 1,699,707.79, while the INA-CBG’s claim rates were Rp 9,600,328 ± Rp 1,853,291.26. There were differences in direct medical costs based on age (p-value 0.024), care class (p-value 0.035), and length of stay (LOS) (p-value 0.000). Regression analysis shows that LOS and care class have a statistically significant impact on total direct medical costs (p-value < 0.05). There is a difference between the actual costs borne by the hospital and the INA-CBG’s claim rates.
The Impact of E-Prescribing Use in Hospitals: A Systematic Review Suriadi, Widyastuti; Lazuardi, Lutfan; Kristina, Susi Ari
JURNAL MANAJEMEN DAN PELAYANAN FARMASI (Journal of Management and Pharmacy Practice) Vol 15, No 4
Publisher : Faculty of Pharmacy, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/jmpf.99948

Abstract

Background: Electronic prescribing (e-prescribing) systems have been increasingly adopted in hospital settings to enhance the safety, accuracy, and efficiency of medication management. These systems aim to reduce human error in prescribing and dispensing medication, which is crucial for improving patient outcomes and the overall quality of healthcare.Objectives: This study aims to evaluate the direct effects of the e-prescribing system on prescribing errors, medication errors, efficiency and effectiveness, and user acceptance among healthcare workers.Methods: The study is based on a comprehensive review of 13 articles published between 2019 and 2023, covering a range of quantitative and mixed methods studies sourced from databases such as PubMed, ScienceDirect, and Google Scholar.Results: The findings reveal that e-prescribing has a significant positive impact on reducing errors. Six of the reviewed studies reported a reduction in prescription writing errors while four studies highlighted a decrease in medication errors after the implementation of the system. Additionally, six studies demonstrated improvements in efficiency and productivity, and four studies reported positive user acceptance of the system.Conclusion: The implementation of electronic prescribing systems in hospitals has shown clear advantages in reducing errors, increasing efficiency, and receiving positive feedback from healthcare workers. This highlights the potential role of e-prescribing in improving the quality of healthcare services.
A SYSTEMATIC REVIEW OF DIRECT MEDICAL COSTS AND COMORBIDITIES IN HEART FAILURE Nugroho, Kana Mukti; Andayani, Trimurti; Kristina, Susi Ari
Journal Pharmaceutical Science and Application Vol. 7 No. 2 (2025): Journal Pharmaceutical Science and Application
Publisher : Pharmacy Department, Math and Sciences Faculty, Udayana Univerity

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/JPSA.2025.v07.i02.p01

Abstract

 Background: Heart failure (HF) often coexists with multiple comorbidities, which may substantially increase healthcare resource use. However, economic evaluations often overlook the specific cost impact of comorbid conditions in HF patients. Objective: To systematically review and quantify the excess direct medical costs and markup factors associated with comorbidities in patients with heart failure. Methods: A structured literature search was conducted across four databases (PubMed, Embase, ScienceDirect, and Google Scholar) on June 28, 2025. Observational studies reporting direct medical costs of HF patients with and without comorbidities were included. All cost values were standardized to 2024 USD using the Consumer Price Index (CPI) and converted using average exchange rates. The methodological quality of included studies was assessed using criteria adapted from Huber et al. (2015). A total of six studies, all conducted in the United States, met the inclusion criteria. Narrative synthesis was performed due to heterogeneity in cost reporting. Results: Across the six studies, comorbidities significantly increased HF-related costs. Mark-up factors ranged from 0.64 to 2.15, with the highest excess costs observed in patients with hyperkalemia (USD 39,543), drug use disorder (USD 27,783), and cancer (USD 19,379). In contrast, some comorbidities, such as Alzheimer’s disease, ischemic heart disease, and type 2 diabetes mellitus, were associated with lower costs, possibly due to end-of-life care patterns or system-level cost controls. Conclusion: Comorbidities impose a substantial and variable economic burden on HF patients. Findings highlight the need for multi-country studies, standardized cost methodologies, and the inclusion of indirect costs and HF severity stratification in future research. Keywords: Comorbidities; Direct medical costs; Economic burden; Heart failure; Mark-up factor.
Peramalan Kebutuhan Obat Kronis Berdasarkan Data Klaim BPJS Kesehatan Menggunakan Model ARIMA di Kabupaten Gunungkidul, Daerah Istimewa Yogyakarta, Indonesia. Syarifuddin, Annisaul Karimah; Diana, Ina Kusuma; Verdiana, Antokalina Sari; Kristina, Susi Ari
Journal of Pharmaceutical and Sciences JPS Volume 9 Nomor 1 (2026)
Publisher : Fakultas Farmasi Universitas Tjut Nyak Dhien

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36490/journal-jps.com.v9i1.1379

Abstract

Chronic diseases require continuous pharmacotherapy and generate sustained demand for essential medicines, particularly within universal health coverage systems. In Indonesia, pharmaceutical utilization under the National Health Insurance program is documented through administrative claims data, which provide an important basis for demand analysis and planning. This study aims to forecast chronic drug demand in Gunungkidul Regency, Special Region of Yogyakarta, using health insurance claims data and a time-series forecasting approach. A retrospective analysis was conducted using weekly aggregated claims data. Drug utilization patterns were examined, and demand forecasting was performed using the Autoregressive Integrated Moving Average model following standard time-series procedures. Forecast accuracy was assessed by comparing predicted values with observed utilization. The results indicate that the model effectively captures weekly demand patterns and short-term fluctuations, producing forecasts that closely align with actual utilization trends. These findings demonstrate that time-series forecasting based on claims data can provide reliable estimates of chronic drug demand. The study highlights the potential value of integrating forecasting models into pharmaceutical inventory planning to support timely drug availability and improve logistics efficiency within regional health insurance implementation.
Pengaruh Intervensi Apoteker Berbasis Medication Therapy Management Terhadap Luaran Klinis Pasien Lanjut Usia dengan Diabetes Melitus Saputri, Pratiwi; Yasin, Nanang Munif; Kristina, Susi Ari
Majalah Farmaseutik Vol 22, No 1 (2026)
Publisher : Faculty of Pharmacy, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/farmaseutik.v22i1.104932

Abstract

Pasien lanjut usia dengan diabetes melitus cenderung memiliki kontrol glikemik yang rendah dan berisiko mengalami komplikasi. Oleh karena itu, membutuhkan pelayanan kefarmasian berbasis Medication Therapy Management (MTM) yang dapat membantu memperbaiki kontrol glikemik. Penelitian ini bertujuan untuk mengetahui pengaruh penambahan Buku Edukasi dan Monitoring Mandiri (BEMM) pada pelayanan berbasis MTM terhadap luaran klinis pasien diabetes melitus tipe 2 lanjut usia. Penelitian ini menggunakan rancangan quasi-eksperimental dengan desain berupa pretest-posttest dengan kelompok kontrol. Subjek penelitian adalah pasien diabetes melitus tipe 2 berusia ≥ 60 tahun, dengan kelompok intervensi sebanyak 61 responden di Puskesmas Ngemplak I dan kelompok kontrol sebanyak 60 responden di Puskesmas Sleman. Penelitian ini dilakukan November hingga Desember 2024. Instrumen yang digunakan adalah BEMM yang telah tervalidasi. Analisis data dilakukan menggunakan uji Mann-Whitney U dan uji Wilcoxon. Hasil penelitian ini menunjukkan bahwa penyakit penyerta hipertensi (63,63%) dan responden tanpa riwayat keluarga dengan diabetes (78,51%) mendominasi karakteristik responden. Setelah intervensi selama 1 bulan, terjadi perubahan gula darah puasa pada kelompok kontrol sebesar -7,87±43,86 dan pada kelompok intervensi sebesar 32,79±47,55. Intervensi secara signifikan menurunkan gula darah puasa (p = 0,000).
Impact of Pharmacist Counseling Strategy On Adherence And Knowledge of Chronic Kidney Disease Patients: Quasi-Experimental Assessment Filliana, Ulfa -; Oktasari, Sholikhah Rosvita; Molidia, Sri Rahmat; Yasin, Nanang Munif; Kristina, Susi Ari
Academic Hospital Journal Vol 8, No 1 (2026)
Publisher : Rumah Sakit Akademik Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/ahj.v8i1.110980

Abstract

Background: Chronic kidney disease is a progressive condition that requires proper management to slow the decline in kidney function and reduce the risk of complications. Patients with low adherence have an increased risk of kidney progression, and knowledge level plays an important role in the treatment of kidney patients and in collaborative treatment decision-making. This study aims to evaluate the impact of a pharmacist counselling strategy on adherence and knowledge levels in CKD patients.Method: The method was quasi-experimental, with a pretest-posttest design, comparing the intervention and control groups. The intervention was carried out once a week for 1 month, using leaflets as a tool, with inclusion and exclusion criteria, among chronic kidney disease patients during September-October 2023.Result:  The study included 57 patients: 29 in the control group and 28 in the intervention group. The result showed that in the intervention group, there was an increase in knowledge, with a difference between pretest and posttest scores of Δ 8.79±7.802, compared to the control group, which showed a decrease in scores of Δ -0,49±4,932 (p=0.000). Adherence in the intervention group increased by Δ 2,71±1,822 compared to the control group, while adherence in the control group decreased by Δ -0,44±1,152 (p=0.000). A contributing factor to the patient's level of knowledge and compliance was duration of hemodialysis, p=0.032.Conclusion: The conclusion was that the pharmacist counselling strategy significantly improved CKD patient knowledge and medication adherence, and that the duration of hemodialysis significantly contributed to CKD patients' knowledge.
Co-Authors Adam Hermawan Aji Wibowo, Much Ilham Novalisa Alexxander Alexxander, Alexxander Anna Wahyuni Widayanti Bai Athur Ridwan Banowati, Autsan Dwi Basuki, Adriyanto Rochmad Bitin Berek, Vianey Maria Chairun Wiedyaningsih Diana, Ina Kusuma Doko, Karmelia Intany Ediati Sasmito Edy Meiyanto Ekasari, Marlita Putri Elsa Zhenita, Albela Feangi, Yanti Fitriani Filliana, Ulfa Filliana, Ulfa - Fitri, Febiana Melisa Haafizah Dania Haris, Restu Nur Hasanah Hartanti, Wika Hayati, Dima Nurrohmah Husna, Nurias Difa'ul Ika Puspitasari Ikakusumawati, Novita Dhewi Ikawati, Muthi' Indriastuti Cahyaningsih, Indriastuti Intihan, Ahmad Kristina, Susi Ari Kristina Larasati, Laksmy Anggun Lovendri, Dolorosa Septin Lukman Hakim Lutfan Lazuardi Magistasari, Dewi Makmur, Rahmat Mazidah, Zulfa Molidia, Sri Rahmat Mufti Alifia Rahmadani Mulyagustina, Mulyagustina Mursyid, Abdillah Muthi Ikawati Nanang Munif Yasin Novena Adi Yuhara Nugroho, Kana Mukti Oktasari, Sholikhah Rosvita Pakpahan, Agustina Rotua Pangarso, Ricardus Noven Wikantri Parera, Maria Meliana Waty Pawallangi, Andi Nur'ainun Reskia Permitasari, Ni Putu Ayu Linda Prastowo, Muhammad Yogie Pratama, Tiara Dewi Salindri Pratiwi, Restu Dwi Puspandari, Dyah Ayu Rahmawati, Anindya Ramadhani, Anietta Indri Rastiti, Liza Rochmanov, Janne Rokhman, Rifqi Rosyidah, Kharisma Aprilita Sahid, Muhammad Novrizal Abdi Saputri, Pratiwi Satibi Satibi Sundari, Trias Kania Supadmi, Woro Supadmi Supanji, Supanji Suriadi, Widyastuti Susan Fitria Candradewi Syarifuddin, Annisaul Karimah Tri Murti Andayani Trimurti Andayani, Trimurti Trung, Vo Quang Utami, Vitis Vini Fera Ratna Utomo, Adhitya Ilham Mukti Verdiana, Antokalina Sari Woro Supadmi Yayi Suryo Prabandari Yoga Pamungkas Susani Yuliani, Rizka Prita