Health Services Research Commons^™

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. …

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 …

Resilience And Social Support On Depression Risk For Chronic Obstructive Pulmonary Disease Patients In South Tangerang, Indonesia, Adhityawarman Menaldi, Sali Rahadi Asih, Farah Ainul Mardhiyyah

Kesmas

Chronic obstructive pulmonary disease (COPD) is a major public health concern with psychosocial impacts, such as reduced resilience and depression. This study examined the moderating role of perceived social support on the relationship between resilience and depression among individuals diagnosed with COPD in South Tangerang, Indonesia. A quantitative cross-sectional study was conducted between January and February 2024 using self-administered questionnaires. Participants were adult patients with clinically diagnosed COPD, recruited from all public health centers (PHC) in South Tangerang. A total of 125 participants met the inclusion criteria and were included in the analysis. Participants had a mean age of 41.46±15.69 …

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 …

The Role Of Gynecologic Oncologists In Improving Survival Outcomes Of Epithelial Ovarian Cancer: A Retrospective Cohort Study, Widyorini Lh Hanafy, Bambang Dwipoyono, Asri C. Adisasmita, Yosephine E. Regina, Airine S. Lians, Oktaviani P. Rahayu, Jane G. Auwelia

Kesmas

Epithelial ovarian cancer (EOC) is a leading cause of gynecological cancer mortality and is often diagnosed at an advanced stage, resulting in poor survival outcomes. Access to specialized gynecological oncology services has been associated with improved prognosis; however, data on its impact in Indonesia remain limited. This study aimed to evaluate the association between gynecologic oncologist (GO) services and disease-free survival (DFS) in patients with EOC. This retrospective cohort study included 76 patients with EOC who were treated at a national cancer hospital in Jakarta between 2015 and 2018. Patient data were obtained from medical records and followed for three …

Short-Term Survival And Prognostic Factors In Cervical Cancer Patients Requiring Hemodialysis: A Retrospective Cohort Study, Muhammad Trihatmowijoyo Bundjali, Maruhum Bonar Hasiholan Marbun, Wulyo Rajabto, Ikhwan Rinaldi, Hamzah Shatri, Dwi Lestari Partiningrum, Dadang Makmun, Pringgodigdo Nugroho, Sukamto Koesnoe, Pradana Soewondo

Kesmas

Cervical cancer is a common gynecological malignancy, particularly in developing countries, where it coexists with renal impairment in over one-third of patients. This disease typically presents acutely and progresses rapidly. Consequently, kidney replacement therapy, including hemodialysis (HD), is commonly required. To assess survival rates and associated factors, this retrospective cohort study analyzed the medical records of 252 cervical cancer patients who began HD across a three-month follow-up period. Kaplan–Meier analysis indicated a median short-term survival duration of 71.5 days (range: 7–90), with 1-, 2-, and 3-month survival rates of 56%, 51%, and 49%, respectively. Multivariate Cox regression identified post-HD systolic …

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 …

Post-Release Health Insurance Utilization Among Ex-Prisoners: A Scoping Review, Icha Khaerunnisa, Megah Andriany, Luky Dwiantoro

Kesmas

The lack of health insurance coverage after prison release significantly reduces access to essential healthcare services, hindering the continuity of care during community reintegration. The evidence on studies of health insurance use following prison release is limited. This scoping review aimed to summarize research on health insurance utilization after release from prison. Literature searches were conducted across databases including ScienceDirect, PubMed, and Scopus. Relevant articles were selected through a two-stage screening process. Data were extracted from the included studies and presented in tabular and descriptive formats. The keywords used were "health insurance AND post-release" and "inmates OR prisoners." This scoping …

Experiences Of Elderly Living With Noncommunicable Diseases In Utilizing Health Services In Myanmar During The Covid-19 Pandemic, Nway Eint Chei, Kwanjai Amnatsatsue, Natkamol Chansatitporn, Ariya Bunngamchairat

Kesmas

The COVID-19 pandemic and armed conflicts in Myanmar have intensified the challenges in accessing and utilizing health services, particularly for noncommunicable diseases (NCDs) among older adults. This qualitative study explored the experiences of the elderly with NCDs regarding health service accessibility and utilization in secure areas with fully operational health facilities by conducting in-depth interviews with 20 eligible older adults in Myanmar; data were analyzed using content analysis. Four key themes emerged: NCD service utilization patterns; unmet needs; preferences and hesitancy toward NCD services; and disparities, barriers, and opportunities. The findings revealed widespread underutilization of NCD services due to several …

Government Health Spending And Life Expectancy: Evidence From Cities And Districts In Indonesia, Kurnia Sari, Budi Hidayat, Amal Chalik Sjaaf, Mardiati Nadjib

Kesmas

Life expectancy is widely recognized as a fundamental indicator of population health, and its improvement is often linked to government health spending, particularly in decentralized health systems. This study aimed to investigate the relationship between local government health expenditures and life expectancy in decentralized Indonesia. Data from 492 cities and districts, spanning from 2015 to 2019, were analyzed using a two-way fixed effects regression model to control for time-invariant district characteristics and common temporal shocks. The findings indicated that a 10% increase per capita in government health expenditure was associated with a 0.01% increase in life expectancy. This association was …

Associated Factors In Willingness To Shift Tobacco Expenditure Into National Health Insurance Premium Among Subsidized Members, Mugi Wahidin, Muhammad Agus Mikrajab, Rozana Ika Agustiya, Veza Azteria

Kesmas

In Indonesia, subsidized members are the largest group in the National Health Insurance program. Hence, it is essential to understand their ability to pay (ATP) based on tobacco expenditure. This study aimed to determine the ATP of subsidized members based on tobacco expenditure and factors associated with their willingness to pay (WTP). This cross-sectional study used secondary data from the National Institute of Health Research and Development. The population included all subsidized members; 19,918 were sampled for ATP, and 14,560 were WTP. The independent t-test, ANOVA, and logistic regression were performed. Results showed that ATP from tobacco expenditure ranged from …

Google Review Analysis Of “Duta We Care” Excellent Service As A Featured Service At A Central General Hospital In Padang, Alfitri Alfitri, Ricvan Dana Nindrea, Adek Setiawan, Elsa Yuniarti

Kesmas

Improving healthcare service quality required both technical and interpersonal enhancements through a personalized approach, as demonstrated by the “Duta We Care” program at a Central General Hospital in Padang. This study aimed to evaluate the program’s effectiveness by analyzing patient feedback from Google Reviews. A descriptive quantitative design examined 2,035 patient reviews from March 2013 to June 2024. Using NVivo 12 software, the data analysis generated word clouds. The results showed that 68.20% of reviews received a 5-star rating, 9.48% a 4-star rating, 4.35% a 3-star rating, 2.27% a 2-star rating, and 15.70% a 1-star rating. Words like “friendly,” “professional,” …

Direct Medical Costs Of Diabetes Mellitus Treatment For Patients With Cardiovascular And Renal Complications, Rizki Fadila, Ayu Tyas Purnamasari, A.A. Istri Citra Dewiyani

Kesmas

Type 2 Diabetes Mellitus (T2DM) represents a growing global health challenge with significant clinical and economic implications, notably in Indonesia. The burden is intensified by renal and cardiovascular complications, especially among National Health Insurance beneficiaries. This retrospective study evaluated the direct medical costs of hospitalized T2DM patients with such complications at a type B hospital from 2019 to 2022. Costs were analyzed from both healthcare provider and payer perspectives, covering medical services, medical support services, pharmaceuticals, and other support services. Of the 192 patients reviewed, most were male (57.8%), aged 45–64 years (72.4%), with hospital stays of 1–5 days (90,1%) …

Contribution Of National Health Insurance Patient Revenue To Financial Performance Of Private-Profit Hospitals From 2017 To 2022, Fadlul Imansyah, Amal Chalik Sjaaf, Mardiati Nadjib, Rina Hartini

Kesmas

This study investigated the relationship between National Health Insurance (NHI) patient revenue and profit-private hospital financial performance in Indonesia. As the NHI provider, Badan Penyelenggara Jaminan Sosial (BPJS) Healthcare Security’s influence on hospital revenues has raised concerns about its impact on financial sustainability. This study used financial performance indicators to develop a financial performance index—Return on Assets (ROA), Return on Equity (ROE), Earnings Before Interest, Taxes, Depreciation, and Amortization (EBITDA) Margin, Current Ratio, and Net Profit Margin (NPM)—to assess the financial impact of BPJS Healthcare Security revenue. A partial model approach of multiple linear regression was employed using secondary data …

Job Satisfaction Among Health Workers At Primary Health Care In Palembang City, Indonesia, Asmaripa Ainy, Merri Nurmala Sarri, Poppy Fujiyanti, Hartati Inaku, Tannia Tembo

Kesmas

Health workers at primary health care are the frontline providers of community health services. This study aimed to investigate the level of job satisfaction of health workers at primary health care in Palembang City, South Sumatra Province, Indonesia, and its influencing factors. Using a questionnaire developed by the authors' team, the study involved 257 samples. A total of 66.15% of respondents indicated high satisfaction, 21.79% reported moderate satisfaction, and 12.06% expressed dissatisfaction. A statistically significant correlation was found between knowledge, skills, income, promotion opportunities, work supervision, and relationships with colleagues and job satisfaction (p-value <0.001). The correlations were strong, with Spearman's rho of 0.822, 0.869, 0.912, 0.895, and 0.821, respectively. Statistical analysis of the Wilcoxon rank-sum and Kruskal-Wallis tests showed no significant differences in median satisfaction scores between sociodemographic groups (p-value 0.072 to 0.552>0.05). These findings showed that job …

Factors Associated With Caregivers' Concern In Maintaining The Oral Function Of Elderly Living In Long-Term Care Facilities, Susiana Nugraha, Tri Budi Wahyuni Rahardjo, Misako Higashijima, Yuko Hirano

Kesmas

This study investigated the attentiveness of elderly caregivers in long-term care facilities in maintaining oral function. A cross-sectional approach was used to achieve the study's purpose. The sample size formula accounted for 213 caregivers randomly selected from 18 long-term care facilities in 4 provinces. A self-reported questionnaire of sociodemographic characteristics and an adapted Leopold’s oral care checklist was distributed. The average age of study participants was 35.24 (±11.2 SD; aged 18–70 years), dominated by females (62.9%), and only 39% had experienced long-term care training. Multiple linear regression analysis indicated that younger caregivers likely pay more attention in the swallowing periods …

Availability And Distribution Of Stoma Bags For Colorectal Cancer Patients: A Case Study At National Referral And Private Hospitals, Ratna Aryani, Toar Jm Lalisang, Debie Dahlia, Evi Martha, Achir Yani S Hamid, Sukma Wicaturatmashudi, Helen Helen

Kesmas

Stoma bags are essential for colorectal cancer (CRC) patients with stomas. However, access and affordability in Indonesia remain challenging as the National Health Insurance (NHI) does not fully cover these devices. This study aimed to describe the availability and distribution of stoma bags for patients with CRC in national referral and private hospitals, focusing on outpatient access. A qualitative case study was conducted through observations and in-depth interviews with four enterostomal therapy nurses and six patients across three national referral hospitals and one private hospital in the Jakarta Metropolitan Area, Indonesia. Notably, the availability of stoma bags was limited in …

Exploring Physician Well-Being: A Bibliometric Analysis Of Mental Health, Suriya Kumareswaran, Bala Murali Sundram, Vanitha Thurairasu

Kesmas

This bibliometric study examined the evolving research landscape on physician mental health from 2010 to 2023, analyzing key themes, publication trends, and global contributions. A total of 3,360 articles, including 3,137 original research and 223 reviews, were sourced from Web of Science and Scopus. Findings revealed a significant increase in research output, particularly during the COVID-19 pandemic, with burnout, depression, and anxiety emerging as dominant themes. The US accounted for most publications, while research from low- and middle-income countries remains limited, indicating a substantial global disparity. Thematic analysis highlighted variations in burnout assessment methodologies, underscoring the need for standardized evaluation …

Telemedicine Adoption In Developing Economies: A Systematic Review On The Enablers And Barriers, Zaidbren Macabato, Lemuel Clark Velasco, Art Brian Escabarte, Mae-Lanie Ong Poblete, Armando Isla Jr., Rentor Cafino, Sarah Lizette Aquino-Cafino, Frevy Teofilo-Orencia

Kesmas

Telemedicine’s adoption has been effective in certain contexts despite being controversial in certain settings because of its tendency to cause misdiagnosis and concerns about data privacy. This study aimed to synthesize the research findings on the factors leading to the adoption of telemedicine among developing economies. The study utilized Preferred Reporting Items for Systematic Reviews and Meta-Analysis methodology to analyze 27 related literature and the Unified Theory of Acceptance and Use of Technology to map out the factors considered enablers and barriers in adopting telemedicine. Results showed that performance expectancy, effort expectancy, social influence, and facilitating conditions were significant predictors. …

Addressing Patient Loyalty Through Their Commitment Influenced By Electronic Word-Of-Mouth And Hospital’S Image, Al Quadhri Upe, Alida Palilati, Sudirman Zaid, Nasrul Nasrul

Kesmas

This article explores the influence of Electronic Word of Mouth (e-WoM) and hospital image on hospital patient loyalty, emphasizing the mediating role of patient commitment. Amidst the development of the healthcare industry sector in Indonesia, this study highlighted that e-WoM and hospital image significantly enhanced patient loyalty, with patient commitment playing an important mediating role. This article suggested practical strategies for hospitals, such as improving the quality of healthcare services, leveraging positive e-WoM, and implementing loyalty programs to elevate patient commitment and loyalty. These findings underscore the importance of hospital image and e-WoM in patient retention, providing valuable insights for …

Exploration Of Positive Deviance In Prevention Of Underweight In The Under-Five: A Qualitative Study On Low-Income Urban Families, Irwan Budiono, Lukman Fauzi, Dewi Sari Rochmayani

Kesmas

Children under the age of five (the under-five) from low-income families are more vulnerable to experience underweight. This nutritional vulnerability is evident in the preliminary study, where 35.1% of the under-five experience underweight, and 28.48% are low-income families. This study aimed to explore Positive Deviance (PD) behaviors in preventing underweight among the under-five. The study applied a qualitative approach with a case study design. Data collection took place in July-August 2022, focusing on low-income families in the Gunung Brintik area. Data were collected through two focus group discussions, seven in-depth interviews, and five key informant interviews. Coding, subtheme, and theme …

Risk Factors For Cognitive Impairment In Adult Population Of Coastal Area: A Cross-Sectional Study In Maringkik Island, Indonesia, Herpan Syafii Harahap, Arina Windri Rivarti, Nurhidayati Nurhidayati, Fitriannisa Faradina Zubaidi, Dini Suryani, Legis Ocktaviana Saputri, Yanna Indrayana, Athalita Andhera, Muhammad Hilam, Abiyyu Didar Haq

Kesmas

Cognitive impairment is a medical condition commonly found in elderly populations, which can be due to vascular risk factors in patients. There remains limited data on risk factors for cognitive impairment among coastal region populations. This study aimed to investigate risk factors for cognitive impairment in the adult population of Maringkik Island, West Nusa Tenggara Province, Indonesia. Data collected were age, sex, education level, hypertension, antihypertensive treatment, diabetes mellitus, cigarette smoking, and body mass index status. A total of 114 participants were recruited using a consecutive sampling method. The participants’ cognitive function assessment used the Mini-Cog instrument. The cognitive impairment …

Capitation Management Through Performance-Based Capitation Mechanism Of Primary Health Care In Malang, Indonesia, Ayu Tyas Purnamasari, Herlinda Dwi Ningrum, Anggi Ardhiasti, Asri Hikmatuz Zahroh

Kesmas

Primary health care (PHC) has one of the largest funding sources, capitation, which BPJS Healthcare Security transfers monthly. Capitation fund receipts were frequently insufficient due to failure to meet performance-based capitation/Kapitasi Berbasis Kinerja (KBK) targets, including for PHC in Malang City, Indonesia. This study aimed to examine the management and utilization of capitation funds through a KBK mechanism. This descriptive study used a qualitative approach supported by quantitative data. This study was conducted from July to August 2023 and purposely selected nine informants from BPJS Healthcare Security, the local health office, and PHC. The interviews were transcribed verbatim and analyzed …

New Approach To Mapping Regional Vulnerability In Controlling Tuberculosis Disease In Indonesia, Maria Holly Herawati, Asep Hermawan, Dasuki Dasuki, Hadi Supratikta, Al Asyary, M Rokhis Khomarudin, Muhammad Priyatna, Raflizar Raflizar, Kristina Kristina, Noer Endah Pracoyo, Dina Bisara, Cahya Tri Purnami, Mentari Nur Farida Suteja, Yusrial Bachtiar, Noor Edi Widya Sukoco, Doni Lasut

Kesmas

Tuberculosis (TB) in Indonesia is still a health problem. The TB prevalence in Indonesia ranks second in the world after India in 2023. Regional factors, inadequate healthcare facilities, and limited resources (financial, human, and infrastructure) are challenges requiring innovation to help the government control TB. TB eradication efforts need to be made with a comprehensive and effective approach. One method used is to look at the vast territory of Indonesia, therefore, mapping the TB disease vulnerability is a highly recommended method. The use of a Geographic Information System is expected to help map the TB vulnerability areas in Indonesia. Given …

Performance Of Stunting Reduction Acceleration Team: An Explorative-Qualitative Study In Indonesia-Timor Leste Border Area, Maria Paula Marla Nahak, Veronika Nitsae

Kesmas

Stunting is a complex issue influenced by multiple factors, including specific factors within and outside the health sector. Achieving a significant reduction in stunting needs the involvement of relevant local government offices in the Stunting Reduction Acceleration Team (SRAT). This study aimed to investigate SRAT performance in a specific context of accelerating stunting reduction in Malaka District. This qualitative study, with a phenomenological approach, was conducted in Malaka District, Indonesia, and Timor Leste Border Area from July to September 2023. This study revealed four major themes of SRAT performance to accelerate stunting reduction in Malaka District: activities to accelerate stunting …

Editorial: The Public Health Scholars As The Health Leaders, Al Asyary, Meita Veruswati, Putri Bungsu Machmud, Indri Hapsari Susilowati

Kesmas

1. Achmadi UF. Kesehatan Masyarakat: Teori dan Aplikasi. Jakarta: Rajawali Pers; 2014.

2. Asyary A. Editorial. Kesmas. 2023; 18 (Special Issue 1): 1-3. DOI: 10.21109/kesmas.v18isp1.7201

3. Badan Kebijakan Pembangunan Kesehatan. Pembangunan Kesehatan di Indonesia melalui Kesinambungan Finansial Jaminan Kesehatan serta Meningkatkan Kualitas Layanan dengan Integrasi Data. Jakarta: Kementerian Kesehatan Republik Indonesia; 2023.

Effects Of Early Hospital-Based Palliative Care Consultation On Length Of Stay And Costs Of Care At Indonesian Tertiary Hospital, Rudi Putranto, Hamzah Shatri, Wulyo Rajabto, Sumariyono Sumariyono, Edward Faisal, Sihwastuti Sihwastuti

Kesmas

Despite the numerous benefits of palliative care for cancer patients, there have been few studies on palliative care services for terminal cancer patients, particularly near the end of life. This study aimed to evaluate whether there were differences in length of stay and cost of care associated with how early or late a patient received palliative care intervention. Another objective was to compare the length of stay and cost of care of those who received palliative care intervention and those who did not. This study used a cohort retrospective design at Hospital A, Jakarta, Indonesia, from January to December 2019. …

Editorial, Al Asyary

Kesmas

No abstract provided.