Health Services Administration Commons^™

Trust As Public Health Infrastructure: Advancing Health Care Safety Through Risk Communication And Community Engagement, Karanvir Bhinder, Sahibpreet Bhinder

HCA Healthcare Journal of Medicine

Background

Preparedness frameworks traditionally emphasize surveillance, laboratory capacity, clinical care and logistics. However, recent public health emergencies have demonstrated that even technically sound interventions may fail when trust is weak, communication is fragmented or misinformation undermines public confidence. Risk communication and community engagement (RCCE) is therefore increasingly recognized as an important component of effective outbreak response.

Perspective

Evidence from COVID-19, Ebola and other public health emergencies demonstrates that trust, communication and community engagement influence adherence to public health guidance, vaccine acceptance, healthcare utilization and the implementation of evidence-based interventions. Despite this, RCCE is frequently operationalized as a support function rather …

Pharmacovigilance As An Act Of Awareness And Mindfulness, Mahima Silas, Hale Z. Toklu

HCA Healthcare Journal of Medicine

The term “pharmacovigilance” defines the activities related to the collection, detection, assessment, monitoring, and prevention of adverse reactions due to pharmaceuticals. While it is often framed as a technical and regulatory discipline, it can also be understood through a more reflective lens as a form of mindfulness practice. At its core, pharmacovigilance requires a way of thinking that closely mirrors mindfulness, including sustained attention, openness to uncertainty, and deep awareness of human experience. Viewing pharmacovigilance in this way reframes it not just as a safety mechanism, but as a thoughtful, patient-centered approach to medicine.

Persepsi Dokter Terhadap Kompetensi Perawat Di Rsud Siti Aisyah Lubuklinggau: Analisis Domain Komunikasi, Profesionalisme, Dan Kolaborasi Tim, Novita Purnamasari, Wiku Bakti Bawono Adisasmito

Jurnal ARSI : Administrasi Rumah Sakit Indonesia

This study analyzes doctors' perceptions of nurses' competencies at Siti Aisyah Regional Hospital in Lubuklinggau across three domains: communication, professionalism, and team collaboration. Doctors' perceptions are important for supporting interprofessional collaboration, quality of patient care, and patient outcomes. The study results are expected to identify competency gaps and provide an evidence-based foundation for developing measurable and effective nurse training programs. The study used a quantitative descriptive design with a cross-sectional approach, with a sample of 24 doctors who evaluated nurses' overall competencies in their work units. Data were collected through a structured questionnaire containing 11 Likert-scale items and were analyzed …

Building Health Resilience Against The Threat Of “Jakarta Sinking”: A Scoping Review, Risky Kusuma Hartono, Dewi Shinta

Journal of Indonesian Health Policy and Administration

In Jakarta, land subsidence amplifies flood risks—often described as the city “sinking”—which increases exposure to waterborne and vector-borne diseases, disrupts essential health services, and undermines health system resilience. This review examines how subsidence-induced flood amplification impacts health and its implications for system resilience. This study employs a literature review approach that combines narrative synthesis with scoping-oriented evidence mapping. Peer-reviewed articles in English or Indonesian (2015–2025) were searched across PubMed, Scopus, ScienceDirect, Google Scholar, and Portal Garuda using the following terms: flooding, Jakarta land subsidence, health impacts, and health system resilience. Data on hazards, populations, health outcomes, and resilience functions were …

Evaluation Of Disaster Mitigation Policy Implementation And Public Health Integration Through The “Sipatokkong” Program In Strengthening Tourism Village Resilience, Nurul Azisah Sahrani, Andi Alif Raihan Analta

Journal of Indonesian Health Policy and Administration

Disaster risks in tourism villages are increasing, generating multidimensional impacts on environmental, economic, institutional, and public health. In late 2024, Mattabulu Tourism Village experienced an 83% decline in tourist visits following a series of disasters, disrupting tourism activities and weakening local governance capacity. This study uses a qualitative case study design to evaluate disaster mitigation policy implementation through the “Sipatokkong” Program. Evaluation applied four Organisation for Economic Co-operation and Development–Development Assistance Committee (OECD-DAC) criteria: relevance, effectiveness, impact, and sustainability, operationalized through policy implementation, street-level bureaucracy, and collaborative governance frameworks. Data were obtained from five documents and non-participatory field observations conducted …

Perceived Susceptibility And Automatic Compliance In Indonesia's Triple Elimination Screening: A Mixed-Methods Study, Ratna Dewi Puspita Sari, Josef Maria Seno Adjie

Journal of Indonesian Health Policy and Administration

Despite global commitments to eliminating mother-to-child transmission of human immunodeficiency virus, syphilis, and hepatitis B, gaps remain in understanding the behavioral and systemic drivers of screening coverage in decentralized health systems such as Indonesia. This study aimed to analyze individual behavioral determinants and structural health system barriers affecting triple elimination screening coverage among pregnant women, focusing on perceived susceptibility and automatic compliance. A mixed-methods sequential explanatory study was conducted in Central Jakarta, Surabaya, and Karawang. The quantitative phase involved a cross-sectional survey of 1,224 pregnant women, with Health Belief Model variables analyzed using logistic regression. The qualitative phase comprised three …

Why Do Indonesians Travel Abroad For Medical Treatment? A Qualitative Phenomenological Study, Lucky Sarjono Buranda, Aries Wahyuningsih, Steven Busby

Journal of Indonesian Health Policy and Administration

More than one million Indonesian citizens travel abroad for medical treatment each year, generating financial transactions exceeding IDR 180 trillion (USD 11.5 billion). This study aimed to explore the reasons why Indonesians seek medical treatment overseas. A qualitative phenomenological approach was employed using in-depth interviews with Indonesian citizens who had received or were currently receiving medical treatment outside Indonesia. All interviews were recorded, transcribed, and analyzed through coding to identify themes, subthemes, and related properties. Interviews were conducted with 18 participants from three major Indonesian cities (Makassar, Surabaya, and Batam), as well as individuals receiving treatment in Singapore and Malaysia. …

Cost Analysis Of Rheumatoid Arthritis In Insured Patients And Its Determinant Factors: Data From A National Referral Hospital In Indonesia, Rudy Hidayat, Fara Fauzia, Mochammad Alfansyah Dhifanra, Aries Maulana

Kesmas

Rheumatoid arthritis (RA) leads to progressive functional impairment and considerable economic burden. This study estimated the annual (12-month) cost per patient among patients with RA and its determinant factors. A descriptive cross-sectional economic study of RA patients who had been treated for at least one year at the outpatient clinic of a national referral hospital in Jakarta, Indonesia, and met the 2010 ACR–EULAR criteria. Data collected from January 2023 to December 2024 were obtained from medical and billing records for demographic characteristics, direct medical costs, and DAS28-based disease activity, whereas non-medical and indirect costs were collected through structured patient interviews. …

Determinants Of Multimorbidity Among Stroke Patients For Epidemiological Management In Indonesia's Agro-Coastal Communities, Krish Naufal Anugrah Robby, Isa Ma'rufi, Farida Wahyu Ningtyias, Latifatul Izzah, Nurjazuli Nurjazuli, Suhartono Suhartono, Muchlis Achsan Udji Sofro, Ida Srisurani Wiji Astuti, Olivia Listiowati Prawoto, Dedek Sutinbuk, Taufik Kurrohman, Elhoussin Ouassou

Kesmas

Multimorbidity remains a major public health challenge among stroke patients, particularly in agro-coastal communities characterized by socioeconomic vulnerability, limited healthcare access, and lifestyle changes. This study aimed to analyze the determinants of multimorbidity among stroke patients in agro-coastal communities. A quantitative observational analytical design was employed, involving 45 stroke patients selected through total sampling in Jember District, Indonesia. Data were collected through structured interviews, anthropometric measurements, and secondary health records. The model included biological, socioeconomic, healthcare access, and lifestyle as exogenous variables, with multimorbidity as the endogenous variable. Data were analyzed using PLS-SEM, including evaluation of measurement and structural models …

Self-Management Interventions For Adults With Type 2 Diabetes Mellitus In Thai Primary Care And Community Settings: A Scoping Review, Sansanee Seetangkham, Supaluk Seetunya, Subhawan Yodprong

Kesmas

Diabetes mellitus is a leading cause of mortality and economic burden, with significant impacts on health outcomes and quality of life. Effective self-management is crucial for controlling Type 2 Diabetes Mellitus (T2DM). Thailand has implemented diverse self-management interventions for adults with T2DM in primary care and community settings, but the components, delivery, duration, and outcomes of these interventions have not been synthesized. Following the Arksey and O’Malley framework, Joanna Briggs Institute guidance, and PRISMA-ScR, five databases were searched from inception to June 2025. Eligible English-language intervention studies involved Thai adults with T2DM in primary care or community settings. Study characteristics …

From “Fixer” To “Facilitator”: A Clinical Review Of Shared Medical Appointments As A Strategy For Workforce Sustainability, Barbara A. Slusher

Lynchburg Journal of Medical Science

Clinician burnout remains a significant threat to workforce sustainability, particularly in resource-constrained settings managing complex chronic diseases. While shared medical appointments (SMAs) have demonstrated clear benefits in patient satisfaction and access, their impact on clinician well-being and professional fulfillment is less clearly defined. This review evaluates whether participation in SMAs improves clinician satisfaction and mitigates burnout by facilitating a conceptual transition from isolated “Fixer” to collaborative “Facilitator.”

A targeted literature search of PubMed, the Cochrane Library, and Google Scholar identified peer-reviewed publications examining shared medical appointments and clinician-centered outcomes, including burnout, clinician satisfaction, and workforce sustainability. …

Time For A New Whole-Person Care Pathway For Chest Pain Admissions, Dana Kajan, Sabbir Mirza, Alexander M. Ruiz, Anthony Degennaro, Mohamad S. Saad

HCA Healthcare Journal of Medicine

Background

Emergency department (ED) visits for chest pain are common and costly, and ED workup often shows no clear cardiac etiology in low-risk patients. Emerging evidence suggests that social determinants of health (SDOH) such as loneliness, social isolation, and food insecurity contribute to cardiovascular outcomes and chest pain presentations.

Methods

We interviewed 114 patients (>18 years) presenting with chest pain and a thrombolysis in myocardial infarction (TIMI) score less than 4 at our community teaching hospital ED. Structured questionnaires assessed the SDOH triad of loneliness, social isolation, and food insecurity. Dependent variables included systolic blood pressure (SBP) at admission, …

Determinan Kepuasan Peserta Jkn Terhadap Sistem Rujukan Berjenjang Di Provinsi Bali, Made Karma Maha Wirajaya, I Ketut Tunas, Putu Ika Farmani, Putu Ayu Laksmini

Jurnal Ekonomi Kesehatan Indonesia

The Indonesian government, through the National Health Insurance (JKN) Program, is committed to achieving Universal Health Coverage (UHC) by ensuring equitable, high-quality, and sustainable healthcare services. One key element in JKN implementation is a tiered referral system designed to improve the effectiveness and efficiency of healthcare services. However, in practice, the tiered referral system still faces various obstacles that may reduce the level of satisfaction of JKN participants with health services. This study aims to examine factors related to JKN participant satisfaction with the implementation of a tiered referral system in Bali Province. This study used an analytical cross-sectional design …

Accessibility And Daily Cigarette Consumption Among Indonesian Adolescents: A Descriptive Study, Noviana Lathifah, Istiqomah Hanifah Rachman, Anisa Isnaini, Gloria Threesia Piliphinsa Simatupang

Journal of Indonesian Health Policy and Administration

Despite restrictive regulations, Indonesia faces a high prevalence of adolescent smoking, facilitated by easy access to tobacco products. This descriptive study aims to describe cigarette accessibility patterns and daily consumption trends among Indonesian adolescents. A cross-sectional study was conducted using secondary data from the 2019 Global Youth Tobacco Survey (GYTS) involving 9,208 respondents. Descriptive analysis was performed to examine the distribution of age at smoking initiation, daily cigarette consumption, and purchasing accessibility. The majority of respondents started smoking at ≥14 years of age. Daily cigarette consumption showed an increasing trend with age, with older adolescents more likely to consume more …

Deadline-Chasing In Digital Health: Forecasting Emr Adoption Dynamics And Regulatory Impact In Indonesian Primary Care, Suryo Satrio, Bukhori Muhammad Aqid

Journal of Indonesian Health Policy and Administration

Indonesia is accelerating digital health adoption under Minister of Health Regulation No. 24/2022, which mandates the use and integration of Electronic Medical Records (EMRs) with SATUSEHAT. However, evidence on how quickly primary health care facilities (Fasilitas Kesehatan Tingkat Pertama – FKTP) are adopting EMRs and what the adoption curve looks like remains limited. Survey findings also suggest key barriers and enablers, including security and data migration concerns, as well as human resource and infrastructure constraints. This observational study used provider-network data from a single EMR vendor. Key measures included cumulative registered facilities, monthly registrations, same-month activation (total_active/monthly inflow) as …

Factors Associated With The Performance Of Essential Public Health Efforts At Primary Health Centers In Jember Regency, Griselda Ardelia Hibatullah, Nuryadi Nuryadi, Yennike Tri Herawati

Journal of Indonesian Health Policy and Administration

Performance assessment of primary health centers is essential to ensure the quality of healthcare services, including the delivery of essential public health efforts. The performance target for essential public health efforts in Jember Regency is set at ≥82%. This study aimed to analyze factors associated with the performance of essential public health efforts. The study employed an analytical cross-sectional design conducted from April to May 2025, with a sample of 37 out of 50 units selected through simple random sampling. Primary data were collected using questionnaires, while secondary data were obtained from primary health center (Pusat Kesehatan Masyarakat – …

Optimizing Vitamin A Intervention: Strengthening Supplementation With Targeted Biscuit Fortification, Mayfa Yemima Simanjuntak, Nadia Amanda, Yuli Berliana Simanjuntak, Carissa Wityadarda, Lesta Livolina Simamora

Journal of Indonesian Health Policy and Administration

Vitamin A deficiency (VAD) remains a persistent public health challenge in Indonesia, particularly among children under five and breastfeeding mothers. This study aimed to analyze the distribution of vitamin A interventions and assess the potential of biscuit fortification as a complementary strategy. This study employs a literature review using the Health Policy Triangle (HPT) framework, examining policy context, content, key actors, and implementation processes related to vitamin A interventions. The analysis was conducted using secondary data from government reports, international agencies, and peer-reviewed literature published between 2018 and 2025, with comparative evidence from Vietnam, Bangladesh, and Ghana. The findings show …

Referral Patterns From Primary Care To Referral Care By Icd-10 Codes In Indonesia: Cross-Sectional Analysis Of National Claims Data (2017–2024), Della Dwi Ayu, Syarif Rahman Hasibuan, Putu Erma Pradnyani, Nisrina Widyasanti

Journal of Indonesian Health Policy and Administration

Primary health care (PHC) facilities serve as gatekeepers within Indonesia’s tiered health system. However, PHC referral patterns to hospitals still show substantial variation and remain insufficiently characterized by disease groupings based on the International Classification of Diseases, 10th Revision (ICD-10). This study aimed to identify the most frequently referred diagnoses from PHC to secondary or tertiary care facilities and to determine the participant characteristics associated with referrals. This observational study employed a cross-sectional design using secondary data from the National Health Insurance (Jaminan Kesehatan Nasional – JKN) claims database for the period 2017–2024. The unit of analysis was each …

Development And Validation Of An Indonesian Questionnaire For Assessing Paracetamol Self-Medication Knowledge, Attitude, And Practice, Widyana Sagita Putri, Rani Sauriasari, Priharika Septyowati

Kesmas

Paracetamol is a widely used over-the-counter medicine for self-medication and is often perceived as completely safe. However, inappropriate use may result in hepatotoxicity and other adverse effects, particularly at high doses. This study aimed to develop and validate a questionnaire to assess the general Indonesian population’s knowledge, attitude, and practice (KAP) regarding paracetamol self-medication. The validation procedure consisted of three stages: content, face, and construct validation. Three experts assessed the relevance of the items using the Content Validity Index, and five respondents were interviewed to assess the linguistic clarity and comprehensibility of the questions. Construct validity and reliability were assessed …

The Feasibility Of Long-Term Care Within Indonesia’S National Health Insurance Scheme: A Qualitative Study, Atikah Adyas, Wan Aisyiah Baros, Khaterina Kristina Manurung, Dedy Revelino, Dewi Susanna, Vetty Yulianty, Anita Pebrina Lubis, Arum Atmawikarta, Iis Sinsin Nuryasini, Ahmad Jet Alamin

Kesmas

The rising prevalence of chronic diseases and disabilities, along with the aging of the population, has reduced individual independence and increased the demand for long-term care (LTC). This study aimed to assess the feasibility of integrating home healthcare services into Indonesia’s National Health Insurance (NHI) scheme. A qualitative study using purposive sampling was conducted in Bandar Lampung, Yogyakarta, and Jakarta, Indonesia, selected based on disease burden, proportion of older adults, and regional development. Data was collected through in-depth interviews, focus group discussions, and observation between August and September 2024, involving 68 informants, including regulators, community members, and health facility staff. …

Factors Associated With Public Health Centers’ Achievement Of Health Service Target In Yahukimo District, Highland Papua Province, Indonesia, Emaus Heluka, Venty Suryanti, Indasah Indasah, Prima Dewi Kusumawati

Kesmas

The achievement of the Minimum Service Standards (MSS) in Yahukimo District, Highland Papua Province, Indonesia, warrants examination. This study aimed to analyze factors associated with the achievement of health service targets among Public Health Centers (PHCs) in Yahukimo District. An ecological study design was employed. The participants were 400 health workers from 33 PHCs and were examined using Likert-scale questionnaires. Data were processed using Structural Equation Modeling-Partial Least Squares (SEM-PLS) to assess the association of each variable. The results showed that health target indicators were associated with the achievement of health service targets (T = 3.320; p-value = 0.012). Health …

Self-Efficacy And Health Promotion: The Roles Of Family Health And Health Literacy, Müjdat Yeşildal, Yunus Emre Öztürk

Makara Journal of Health Research

Background: Chronic noncommunicable diseases are the leading causes of death globally and in Türkiye, emphasizing the need to explore how individual, familial, and informational factors shape health-promoting behaviors. This study examined whether family health and health literacy sequentially mediate the relationship between general self-efficacy and health-promoting behaviors among adults in Türkiye.

Methods: A cross-sectional correlational study was conducted with 1,240 adults in Konya Province, Türkiye, between November and December 2022. Participants completed the Turkish versions of the General Self-Efficacy, Family Health, Health Literacy, and Health-Promoting and Protective Behaviors Scales. Data were analyzed using descriptive statistics, Pearson correlation, and …

Diagnostic Trends And Service Enhancements In Deaf Mental Health: A Longitudinal Analysis, Kent Schafer, Steve Hamerdinger, Frank Wu, Rie Sakai Bizmark, Charlene Crump

JADARA

A longitudinal study investigated mental health diagnostic trends and patterns among Deaf and Hearing individuals using a comprehensive dataset from Alabama Department of Mental Health spanning 2004-2024 (Deaf=4,547; Hearing=2,056,188). Chi-square analysis revealed significant proportional differences in diagnoses between the groups. Deaf individuals showed significantly higher proportions of psychotic (12.93% vs. 8.33% Hearing), mood (20.76% vs. 18.84% Hearing), and personality (0.58% vs. 0.43% Hearing) disorders. These findings suggest that increased access to specialized and competent mental health services for individuals who are Deaf, particularly following the increase of staffing patterns for the Office of Deaf Services in 2015,contributed to more accurate …

Factors Associated With Antiretroviral Therapy Adherence In Patients With Hiv At A Public Hospital In Central Jakarta, Indonesia, Kareena Sari Fatimah, Laily Hanifah, Chandrayani Simanjorang, Nayla Kamilia Fithri

Kesmas

Patients with human immunodeficiency virus (HIV) are required to take antiretroviral therapy (ART) to suppress the virus. However, suboptimal adherence remains a critical barrier that can lead to treatment failure and persistent transmission risks. This study aimed to identify factors associated with ART adherence in patients with HIV. This quantitative study with a cross-sectional design consisted of patients with HIV aged >18 years who received care at the voluntary counseling and testing clinic of a public hospital in Jakarta, Indonesia. Purposive sampling was used. This study used HIV care and ART overview forms as instruments. Data were analyzed using multiple …

Low-Dose Prophylaxis Versus On-Demand Treatment For Children With Severe Hemophilia A In Indonesia: A Conceptual Model, Levina Chandra Khoe, Nur Atika, Dhia Ticha Pertiwi, Septiara Putri

Kesmas

Hemophilia A is a rare bleeding disorder caused by a deficiency of clotting factor VIII, leading to recurrent bleeds, joint damage, and disability. Low-dose prophylaxis has been shown to achieve better clinical outcomes than on-demand treatment in reducing bleeding frequency. However, in Indonesia, access and affordability remain key challenges. This study aimed to develop a conceptual model for conducting a health economic evaluation of low-dose prophylaxis treatment for children with severe hemophilia A in Indonesia. This study followed the ISPOR-SMDM Modeling guidelines, outlining two-stage processes: conceptualization of the clinical problem and model development. A systematic literature review was conducted to …

Operational Factors Influencing Branch Revenue In Multi-Branch Child Therapy Services, Muhammad Luthfi

Jurnal Administrasi Bisnis Terapan

The management of multi-branch child therapy services requires a strong understanding of operational factors that contribute to revenue performance. This study aims to analyze the relationship between operational days, occupancy rate, service attendance, and the number of practitioners in relation to branch revenue within a child therapy service organization operating in urban areas in Indonesia. A quantitative cross-sectional design was employed using operational data collected from 24 child therapy services. This study employed a quantitative cross-sectional design using branch-level operational data collected in December 2025 from 24 child therapy service branches. Multiple linear regression analysis was conducted to examine the …

Analysis Of Coverage Of Tuberculosis Prevention Therapy (Tpt): Literature Review, Septia Rahmalina, Ede Surya Darmawan

Journal of Indonesian Health Policy and Administration

Tuberculosis Preventive Therapy (TPT) is a crucial intervention for tuberculosis (TB) control, particularly among high-risk groups such as household contacts of TB patients and people living with Human Immunodeficiency Virus (HIV). Despite being recommended by the World Health Organization (WHO), TPT implementation still faces challenges at the primary care level. This study employed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) method to review 11 articles published between 2021 and 2025 that were relevant to TPT implementation in various high-TB burden countries, including Indonesia. The main barriers identified were input (logistics, training), process (tracing, education, monitoring), and output …

The Relationship Between Accessibility Factors And Post-Inpatient Control Visits Among Non-Jkn Participants At Hospital X, Putri Candaika, Desy Kartika Ningsih, Risky Kusuma Hartono

Journal of Indonesian Health Policy and Administration

The rate of post-inpatient control visits remains relatively low due to various factors, including accessibility. At Hospital X, 220 of non-Jaminan Kesehatan Nasional (JKN) participants scheduled for post-inpatient control visits between January and March 2025, 71.82% attended, and 28.18% did not. Patients who did not attend control visits were twice as likely to be readmitted. This study aimed to determine the relationship between accessibility and post-inpatient control visits for non-JKN participants at Hospital X. This quantitative study employed an analytical cross-sectional design, with a population of 220 patients and a sample of 142 patients selected using probability sampling. Bivariate …

Private Sector Healthcare Investment In Indonesia: Leveraging Australia-Indonesia Partnerships For Health System Transformation, Susan Josephine Neuhaus

Journal of Indonesian Health Policy and Administration

Australia and Indonesia are strategic partners with expanding bilateral trade valued at AUD 26.7 billion (2022-23). Health care partnerships between the two countries offer significant opportunities for private sector engagement. Indonesia’s large population, rapidly growing middle class, and implementation of Universal Health Coverage (UHC) through the Jaminan Kesehatan Nasional (JKN) present partnership opportunities to strengthen health system capacity, address infrastructure gaps and workforce shortages, and contribute to shared economic and prosperity goals. This study explores how Australian private healthcare investment can complement government initiatives in supporting Indonesia’s UHC while advancing Australia’s regional engagement. A descriptive qualitative analysis was conducted using …

Prophylactic Antibiotic Analysis In Obs-Gyn, Orthopedics, Gastrointestinal Surgery At A South Tangerang Hospital, January-March 2024, Evelina Endang Nurjaman, Helen Andriani

Journal of Indonesian Health Policy and Administration

Inappropriate use of prophylactic antibiotics (PAs) remains a primary driver of antimicrobial resistance (AMR); however, global adherence to established prescribing guidelines remains suboptimal. This study aimed to analyze the compliance and rationality of PA prescription and to evaluate the underlying causes of physician non-adherence in obstetrics, orthopedic, and gastrointestinal surgeries at a hospital in South Tangerang City, Indonesia. Adopting a mixed-methods approach, this investigation combined a quantitative assessment of 208 surgical patient records (January–March 2024) with qualitative exploratory interviews conducted with three specialist peer group heads. This design allowed the triangulation of prescribing data with underlying clinical perspectives. PA rationality …