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All Journal Jurnal Kesehatan Reproduksi Jurnal Kesehatan Masyarakat Andalas (Andalas Journal of Public Health) Global Medical and Health Communication Jurnal Biometrika dan Kependudukan (Journal of Biometrics and Population) Jurnal Manajemen Kesehatan Indonesia Public Health of Indonesia Journal of Health (JoH) JMM (Jurnal Masyarakat Mandiri) Window of Health : Jurnal Kesehatan Jurnal Epidemiologi Kesehatan Komunitas Journal of Public Health for Tropical and Coastal Region EMBRIO : Jurnal Kebidanan Jurnal Kreativitas PKM Logista: Jurnal Ilmiah Pengabdian Kepada Masyarakat Jurnal Kesehatan Jurnal ABDINUS : Jurnal Pengabdian Nusantara Jurnal Ners KESMAS UWIGAMA: Jurnal Kesehatan Masyarakat Yumary: Jurnal Pengabdian kepada Masyarakat Jurnal Kesehatan Masyarakat Mulawarman (JKMM) BIOGRAPH-I: Journal of Biostatistics and Demographic Dynamic Tarbiyah Wa Ta'lim: Jurnal Penelitian Pendidikan dan Pembelajaran Jurnal Kesehatan Kusuma Husada Jurnal Sylva Lestari Jurnal Sehat Indonesia (JUSINDO) Jurnal Kesehatan Husada Gemilang Panakeia Journal of Epidemiology Proceeding Mulawarman International Conference on Tropical Public Health Symbiohealth Preventif : Jurnal Kesehatan Masyarakat
Ike Anggraeni
Fakultas Kesehatan Masyarakat Universitas Mulawarman
Agriculture, Biological Sciences & Forestry Humanities Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Energy Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Materials Science & Nanotechnology Medicine & Pharmacology Nursing Public Health Social Sciences Veterinary Other

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Spatial Analysis of Determinants of Dengue Hemorrhagic Fever Cases in the Working Area of UPT BLUD Kaliorang East Kutai Health Center Erwina, Brigita Win; Pakki, Irfansyah Baharuddin; Anggraeni, Ike
Symbiohealth Vol. 2 No. 1 (2024)
Publisher : Civiliza Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59525/symbiohealth.v2i1.397

Abstract

Dengue hemorrhagic fever is one of the endemic diseases that continues to increase in various tropical regions, including Kaliorang East Kutai. This study is an observational analytical study with a control case approach, which was carried out from December 2023 to March 2024 in the work area of the UPT BLUD Kaliorang Health Center, East Kutai. The data used is secondary data from the 2021-2022 health report and the results of field observations. Data collection methods include environmental surveys, interviews, and spatial analysis using QGIS and GeoDa software. The results showed that there was a significant relationship between breeding place (OR = 8,636), resting place (OR = 4,000), and population density (OR = 5,921) with the incidence of dengue. In contrast, the 4M action did not show a significant relationship (OR = 1,000). The conclusion of this study emphasizes the importance of environmental management and increasing public awareness in the prevention of dengue fever in densely populated areas.
ASSOCIATED FACTORS OF FAMILY RESPONSE TO PATIENTS WITH SEVERE PSYCHIATRIC DISORDERS IN SANGATTA UTARA Sitorus, Rame; Pakki, Irfansyah Baharuddin; Anggraeni, Ike
Jurnal Epidemiologi Kesehatan Komunitas Vol 10, No 4: November 2025
Publisher : Master of Epidemiology, Faculty of Public Health, Diponegoro University, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/jekk.v10i4.27033

Abstract

Background: Mental disorders affect approximately 20% of Indonesia’s population, with East Kalimantan reporting 2,679 cases, including 130 in the Sangatta Utara area. Despite the growing awareness of the critical role families play in supporting individuals with mental disorders, there is a still lack of studies that specifically explore family responses, particularly in Indonesia. This study aims to fill this gap by examining the factors that are associated with family responses to individuals living with severe mental disorders in Sangatta Utara, East Kalimantan.Methods: This observational and cross-sectional study targeted 130 families of individuals diagnosed with severe mental disorders. Data were collected using structured questionnaires. Statistical analysis was performed using chi-square tests and binary logistic regression. This statistical model aimed to identify the factors most influential on family responses.Results: Significant associations were found between family burden, social support, and family responses to individuals with severe mental disorders. The analysis revealed that family burden was strongly associated with positive family responses (Exp(B) = 24.22, p = 0.002), indicating that higher caregiving burden significantly increased the likelihood of positive family responses. Similarly, social support showed a significant positive association with family responses (Exp(B) = 5.19, p = 0.040).Conclusion: Family burden and social support are important factors that influence family responses to severe mental disorders. This study emphasizes and suggests the importance of targeted family counseling and community-based support programs in North Sangatta. 
Pemanfaatan Teknologi Digital dalam Meningkatkan Pengetahuan Stunting dan Kepatuhan Konsumsi Tablet Tambah Darah pada Remaja Putri dan Ibu Hamil di Desa Penggalaman Sandi, Dita Ayulia Dwi; Izma, Hayatun; Setiawan, Muhammad Irwan; Paramita, Swandari; Ismail, Sjarif; Anggraeni, Ike
Jurnal Kreativitas Pengabdian Kepada Masyarakat (PKM) Vol 8, No 12 (2025): Volume 8 No 12 (2025)
Publisher : Universitas Malahayati Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33024/jkpm.v8i12.23562

Abstract

ABSTRAK Tahun 2024, Desa penggalaman mencatatkan angka kejadian stunting yakni 23,4%, dimana angka ini masih beradadiatas target nasional, yakni 14%. Stunting tidak hanya dipengaruhi oleh asupan gizi ibu hamil dan anak, tetapi juga dipengaruhi oleh gizi ibu pada periode sebelum kehamilan, terutama pada periode pra konsepsi, yaitu wanita usiasubur dan remaja. ebesar 48,9% ibu hamil mengalami anemia, sementara sebagian lainnya terkena masalah Kurang Energi Kronik (KEK). Kondisi ini berkontribusi pada tingginya angka bayi dengan Berat Badan Lahir Rendah (BBLR), yang merupakan salah satu faktor utama penyebab stunting. Memberikan edukasi dan pendampingan untuk meningkatkan pengetahuan remaja putri serta ibu hamil mengenai stunting dan anemia, juga kepatuhan mengkonsumsi tablet tambah darah (TTD) dengan memanfaatkan penggunaan aplikasi TASTING. Menggunakan desainpre-post group. Sebanyak 28 remaja putri dan ibu hamil menerima edukasi tentang anemia, stunting, dan konsumsi TTD melalui pemaparan menggunakan PowerPoint serta media pendukung berupa leaflet dan buku saku. Setelah itu dilakukan pemeriksaan awal kadar hemoglobin. Remaja putri yang mengalami anemia dan seluruh ibu hamil kemudian didampingi untuk mengonsumsi TTD selama satu bulan dengan bantuan aplikasi pengingat. Satu bulan setelah intervensi, kadar hemoglobin kembali diukur dan peserta diminta mengisi instrumen untuk menilai tingkat kepatuhan. Rata-rata skor pengetahuan pada remaja putri menunjukkan adanya peningkatan sebanyak 12,31%, dari 76,15%menjadi 88,46%. Sedangkan pada ibu hamil terjadi peningkatan sebanyak 15,6%, dari 84,44% menjadi 100%. Setelah pendampingan konsumsi TTD selama 1 bulan, 100% remaja putri dan ibu hamil mengalami peningkatan kadar Hb > 12 g/dl, Dimana rata-rata Tingkat kepatuhan terjadi peningkatan sejumlah 26,67%, dari sebelumnya 66,66% menjadi 93,33%. Penggunaan media leafleat dan buku saku dalam edukasi stunting, anemia dan tablet tambah darah dapatmeningkatkan tingkat pengetahuan remaja putri dan ibu hamil. Begitu pun pendampingan konsumsi tablet tambah darah dengan memanfataakan aplikasi pengingat minum obat dapat meningkatkan kepatuhan remaja putri (100%) dan ibu hamil (93,33%) terhadap konsumsi tablet tambah darah. Diperlukan usaha yang berkelanjutan dan konsisten untuk meningkatkan pengetahuan dan kepatuhan remaja putri dan ibu hamil dalam konsumsi tablet tambah darah sebagai Upaya pencegahan stunting. Kata Kunci: Anemia, Aplikasi Pengingat, Buku Saku, Leafleat  ABSTRACT In 2024, the village of Pegalaman recorded a stunting incidence of 23.4%, which is still above the national target of 14%. Stunting is not only influenced by the nutritional intake of pregnant women and children but also by maternal nutrition in the period before pregnancy, especially in the pre- conception period, namely women of childbearing age and adolescent girls. As many as 48.9% of pregnant women suffer from anemia, and some others experience chronicenergy deficiency (CED). This causes the prevalence of babies with low birth weight (LBW), which is one of the main causes of stunting, to remain high. to educate and assist adolescent girls and pregnant women in enhancing theirunderstanding of stunting and anemia prevention, as well as to improve adherence to iron supplement intake via TASTING applications. Pre-post group design. Twenty-eight adolescent and pregnant women received education on anemia, stunting, and iron supplement consumption via PowerPoint presentations, supplemented with leaflets andpocketbooks. Additionally, initial hemoglobin levels were assessed. Adolescent girls with anemia and all pregnantwomen were monitored to ensure the consumption of iron tablets for one month through a medication reminder application. One month post-therapy, hemoglobin levels were reassessed, and instrument filling was conducted toevaluate compliance levels. Based on the average knowledge score of adolescent girls, there was an increase in knowledge of 12.31%, from 76.15% to 88.46%. While in pregnant women there was an increase of 15.6%, from 84.44%to 100%. After assistance with iron tablet consumption for 1 month, 100% of adolescent girls and pregnant women experienced an increase in Hb levels > 12 g/dL, where the average level of compliance increased by 26.67%, from the previous 66.66% to 93.33%. The use of leaflets and pocketbooksin education on stunting, anemia, and iron tablets canenhance knowledge acquisition of adolescent girls and pregnant women. Likewise, mentoring the consumption of ironsupplements using a medication reminder app can improve adherence among adolescent girls (100%) and pregnantwomen (93.33%). Consistent and ongoing efforts are needed to improve the knowledge and compliance of adolescent girls and pregnant women regarding iron supplement consumption as a means of preventing stunting. Keywords: Anemia, Reminder Application, Education Book, Leafleat
ADOLESCENT PARTICIPATION IN YOUTH INFORMATION AND COUNSELLING CENTRE IMPROVES BETTER KNOWLEDGE ON HIV AIDS AND EARLY MARRIAGE PREVENTION Anggraeni, Ike; Nurrachmawati, Annisa; Triani Putri, Irda
Jurnal Biometrika dan Kependudukan Vol. 14 No. 2 (2025): JURNAL BIOMETRIKA DAN KEPENDUDUKAN
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jbk.v14i2.2025.134-145

Abstract

Youth Information and Counseling Centers (YICC) im to enhance adolescents’ reproductive health knowledge through peer-based education. Despite their significance, the effectiveness of such programs remains inadequately evaluated, especially in Indonesia, where adolescent reproductive health challenges, such as early marriage and HIV/AIDS, persist. This study explores the relationship between YICC participation and adolescents’ knowledge of HIV/AIDS and early marriage prevention in East Kalimantan. A cross-sectional survey was conducted among 830 adolescents aged 10-24 using a validated online questionnaire. Descriptive statistics, Kruskal-Wallis tests, ANCOVA, and logistic regression were employed to analyze knowledge differences and predictors, controlling for sociodemographic factors. Results revealed that 71.8% of adolescents were aware of YICC, yet only 38.2% participated in its activities, and 21.4% were formal members. YICC participants showed significantly greater knowledge of HIV/AIDS and the ideal marriage age (p < 0.01), though no significant differences were found in attitudinal scores. ANCOVA indicated that YICC participation was an important predictor of knowledge, even after adjusting for parental education, internet access, and residence. Logistic regression further showed that YICC participants were 1.9 times more likely to possess high knowledge compared to non-participants (AOR = 1.90; 95% CI: 1.30-2.70; p = 0.001). Key predictors of higher knowledge included parental education, internet access, and urban residence. These findings highlight the importance of increasing YICC participation and integrating digital and school-based strategies to enhance adolescent reproductive health education.
Hubungan Intensitas Penggunaan Media Sosial Dengan Kesehatan Mental Mahasiswa Pada Masa Pandemi Covid-19 Gunawan, Heri; Anggraeni, Ike; Nurrachmawati, Annisa
Preventif : Jurnal Kesehatan Masyarakat Vol. 12 No. 2 (2021): Volume 12 No.2 (2021)
Publisher : Tadulako University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22487/preventif.v12i2.283

Abstract

Tingginya angka kasus positif COVID-19 menyebabkan masyarakat untuk mengubah kebiasaan dan cara berkomunikasi luring menjadi daring. Hal ini berdampak tingginya penggunaan media sosial pada remaja yang dapat berpengaruh terhadap perilaku remaja. Pengaruh dari penggunaan sosial media secara berlebihan dapat menyebabkan seseorang mengalami gangguan mental seperti stres, kecemasan, depresi, rendahnya self esteem, gangguan tidur, dan body image. Penelitian ini bertujuan untuk mengetahui hubungan dari intensitas penggunaan media sosial terhadap kesehatan mental pada mahasiswa Fakultas Kesehatan Masyarakat Universitas Mulawarman di masa pandemi COVID-19. Penelitian ini adalah penelitian analitik dengan desain cross sectional yang dilakukan pada 200 mahasiswa dengan teknik pengambilan sampel menggunakan simple random sampling. Instrumen yang digunakan yakni kuesioner Social Networking Time Use Scale (SONTUS) dan Depression Anxiety Stress Scale (DASS). Data dikumpulkan secara online menggunakan google form dan data dianalisis dengan uji korelasi pearson product moment. Hasil studi menunjukkan terdapat 24.5% mahasiswa mengalami stress sedang, 10.5% lainnya mengalami stress parah dan 6% mengalami stress sangat parah.. Korelasi positif ditemukan antara intensitas penggunaan media sosial dengan tingkat stres (p-value = 0,001, r =0,270). Kesimpulan bahwa semakin tinggi intensitas penggunaan media sosial maka semakin parah tingkat stres yang dialami. Temuan ini menunjukkan perlunya memberikan informasi kepada remaja mengenai bagaimana penggunaan media sosial yang tepat dan sehat untuk meminimalisir dampak negatif terutama kesehatan mental remaja.
Performance Evaluation of Tim Pendamping Keluarga (TPK) in theAccelerated Stunting Reduction Programme within Kutai KartanegaraRegency in 2024 Ramadhani, Dewi Endah; Anggraeny, Ike Anggraeni G; Adrianto, Ratno
Mulawarman International Conference on Tropical Public Health Vol. 2 No. 2 (2025): The 4th MICTOPH
Publisher : Faculty of Public Health Mulawarman University, Indonesia

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Abstract

Background : Stunting is a condition of impaired growth in children under five (toddlers) resulting from chronic malnutrition and recurrent infections. This condition adversely affects the development of cognitive and physical abilities. Stunting prevention necessitates a multisectoral approach, including improvement in nutrition, hygiene and sanitation, maternal and child health, and socioeconomic factors. The main challenge of controlling stunting is the complexity of its determinants, including direct factors such as inadequate nutritional intake and indirect factors such as poverty and low education (Black et al., 2013; UNICEF, 2019). Objective : The objective of this study is to assess the efficacy of Tim Pendamping Keluarga (TPK) in executing the accelerated stunting reduction program in Kutai Kartanegara Regency in 2024 Research Methods/ Implementation : a quantitative descriptive approach, utilizing monitoring data, TPK output achievements, and verification across districts and sub-districts ResultsThe analysis revealed the highest accompaniment rate for children under two at 86.84%, followed by at-risk prospective spouses at 81.45%, postpartum women at 71.62%, and the lowest for pregnant women at 25.32%. The Pearson correlation between the target numbers and those who were affected is quite strong for children under two (R=0.99), spouses (R=0.98), and postpartum women (R=0.95), and lower for pregnant women (R=0.76), indicating implementation gaps in accompaniment for pregnant women. The synergy of KRS (At-Risk Families) data collection and verification through Elsimil, together with cross-sector collaboration, contributed to a reduction in the stunting prevalence in Kutai Kartanegara (from 27.1% in 2022 to 14.3% in 2024), although increasing accompaniment coverage for pregnant women remains a priority for improvement, with Kutai Kartanegara serving as a leading example in East Kalimantan. Conclusion/Lesson Learned : Nevertheless, optimizing TPK resources remains a major concern. Accompaniment coverage for pregnant women must be strengthened in parallel with other targets, supported by TPK training or capacity building, supervision, and improvements in data integration systems so that the Kutai Kartanegara accompaniment model can be adopted as a national best practice for stunting reduction.
Maternal Mortality Analysis Through AMP-SR Review in East  Kalimantan Province, Indonesia, 2023–2024 Utari, Ari; Adrianto, Ratno; Gunawan, Ike Anggraeni
Mulawarman International Conference on Tropical Public Health Vol. 2 No. 2 (2025): The 4th MICTOPH
Publisher : Faculty of Public Health Mulawarman University, Indonesia

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Abstract

Background : Maternal mortality remains a major public health challenge in East Kalimantan Province, despite a decline in reported cases from 83 deaths in 2023 to 74 deaths in 2024. Objective : This study aimed to describe the pattern of maternal deaths based on maternal characteristics, timing and place of death, and to analyze preventable factors through the Audit Maternal Perinatal Surveillance and Response (AMP-SR) approach. Research Methods/ Implementation Methods : A descriptive-analytic case series design was applied using secondary data from the East Kalimantan Maternal Perinatal Death Notification (MPDN) database for 2023–2024. Results : The results revealed that more than 51% of deaths occurred during the postpartum period and 77% took place in hospitals, indicating the predominance of Delay 3 (delays in receiving adequate care). Analysis of modifiable factors showed that most deaths were preventable through improvements in the quality of obstetric services, increased antenatal care (ANC) compliance, and strengthened referral and postnatal follow-up systems. The major risk factors included delays in family decision-making, weak interfacility referral coordination, and inadequate case management at referral hospitals. Conclusion/Lesson Learned : These findings highlight that reducing the Maternal Mortality Ratio in East Kalimantan requires the completion of 100% AMP-SR case reviews, the strengthening of Postnatal Care (PNC) implementation, and the enhancement of Emergency Obstetric and Neonatal Care (EmONC) capacity across all levels of healthcare facilities.
Community Satisfaction Index on Public Service Performance of UPTDLabkesda Samarinda Budi, Eko Prasetya; Adrianto, Ratno; Gunawan, Ike Anggraeni
Mulawarman International Conference on Tropical Public Health Vol. 2 No. 2 (2025): The 4th MICTOPH
Publisher : Faculty of Public Health Mulawarman University, Indonesia

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Abstract

Public service satisfaction surveys are an essential instrument for evaluating the quality and performance of government institutions in delivering public services. The Regional Health Laboratory Unit (UPTD Labkesda) of Samarinda City periodically conducts Community Satisfaction Surveys (CSS) to assess public perceptions, identify strengths and weaknesses in service delivery, and ensure compliance with the service quality standards established under Ministerial Regulation of PANRB No. 14 of 2017 on Guidelines for Conducting Community Satisfaction Surveys. Objective : The study aims to measure the level of community satisfaction with the services provided by UPTD Labkesda Samarinda during the first semester of 2025 and to identify service elements that require improvement to enhance the overall quality and efficiency of public health laboratory services. Research Methods/ Implementation Methods : A descriptive quantitative approach was employed using a structured survey method. Respondents rated nine service elements using a four-point Likert scale, and the results were processed to obtain the Community Satisfaction Index (CSI) Results : The survey results show that the Community Satisfaction Index reached 87.28, categorized as “Satisfactory.” This indicates that most respondents perceive the services as effective, professional, and aligned with their expectations. Conclusion/Lesson Learned : The findings reveal that UPTD Labkesda Samarinda has successfully maintained a high level of public satisfaction through consistent service quality, competent staff, and adequate facilities. Continuous efforts in staff development, process optimization, and community feedback mechanisms are essential to sustain and further improve service outcomes.
The Effectiveness of Video Education and Small-Group Discussions in Increasing Adolescent Awareness of Tuberculosis (TB) Prevention: A Literature Review Nursafa, Andi; Anggraeni, Ike
Mulawarman International Conference on Tropical Public Health Vol. 2 No. 2 (2025): The 4th MICTOPH
Publisher : Faculty of Public Health Mulawarman University, Indonesia

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Abstract

Background : Tuberkulosis (TBC) merupakan salah satu penyakit menular yang masih menjadi masalah kesehatan masyarakat di Indonesia. Remaja termasuk kelompok rentan yang memiliki peran penting dalam upaya pencegahan penularan TBC di lingkungan sekolah maupun masyarakat. Edukasi kesehatan yang menarik dan interaktif dibutuhkan untuk meningkatkan kesadaran mereka terhadap pencegahan penyakit ini. Objective : literatur ini bertujuan untuk menganalisis efektivitas edukasi kesehatan melalui media video dan metode diskusi kelompok kecil dalam meningkatkan kesadaran remaja terhadap pencegahan TBC. Research Methods/ Implementation Methods : Metode penelusuran literatur dilakukan melalui database seperti Google Scholar, PubMed, dan ScienceDirect berdasarkan publikasi tahun 2017–2025 dengan kata kunci “edukasi kesehatan”, “media video”, “diskusi kelompok kecil”, dan “tuberkulosis pada remaja” dengan menggunakan PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses) sebagai protokol penelitian. Results : Hasil dari berbagai penelitian menunjukkan bahwa penggunaan media video mampu meningkatkan pemahaman dan daya tarik peserta, sedangkan diskusi kelompok kecil mendorong partisipasi aktif serta perubahan sikap yang lebih bermakna. Kombinasi kedua metode ini dinilai efektif dalam meningkatkan kesadaran dan perilaku pencegahan TBC di kalangan remaja. Oleh karena itu, strategi edukasi berbasis media audiovisual dan interaksi kelompok kecil dapat dijadikan alternatif inovatif dalam program promosi kesehatan di sekolah. Conclusion/Lesson Learned : Oleh karena itu, strategi edukasi berbasis media audiovisual dan interaksi kelompok kecil dapat dijadikan alternatif inovatif dalam program promosi kesehatan di sekolah.
Time series analysis of outpatient visits at RSUD X In Samarinda using the ARIMA model Saputri, Deby Indah; Anggraeni, Ike; Isnuwardana, Ronny
Mulawarman International Conference on Tropical Public Health Vol. 2 No. 2 (2025): The 4th MICTOPH
Publisher : Faculty of Public Health Mulawarman University, Indonesia

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Abstract

Background : Efficient hospital resource planning, including staff allocation and pharmaceutical logistics, heavily relies on accurate patient visit volume forecasting. Daily outpatient visit data at Regional Hospital from January 2023 to February 2025 shows high volatility and a strong weekly pattern (5-day work cycle). Therefore, a forecasting method is needed that can describe the patterns and trends of patient visits based on historical data. Methods commonly used for time series forecasting is ARIMA (Autoregressive Integrated Moving Average). This model is capable of capturing seasonal patterns and trends within the data, making it useful for predicting the number of future visits with a high level of accuracy. Objective : This study aims to identify the most optimal time series forecasting model using internal seasonal SARIMA and external regression SARIMAX analysis. Research Methods/ Implementation Methods : This study design is repeated cross-sectional. Outpatient visit data was divided into training (2023-2024) and testing (January-February 2025) sets for accuracy validation, measured by Root Mean Squared Error (RMSE). Results : In the first stage, the seasonal ARIMA model without explanatory variables, namely ARIMA(0,0,1)(2,1,0)[5], passed the Ljung-Box diagnostic test (p>0.05) but showed low predictive accuracy (RMSE 281.01). The second stage involved using explanatory (exogenous) variables such as Monday, Friday, and Public Holidays. A regression model with ARIMA(0,1,1) errors was identified as the superior model with an RMSE of 194.39. Regression coefficients showed a significant impact from specific days: Monday (+50 visits, 95% CI 32, 68), Friday (-91 visits, 95% CI -73, -109), and Public Holidays (-489 visits, 95% CI -463, -516). ConclusioAlthough the Ljung-Box test resulted in p<0.05, indicating that there are still residuals not fully explained by the model, it still provides important insights for hospital operational planning.n/Lesson Learned :
Co-Authors Adila, Alfina Rahma Adiyatsa, Reza Jales Mahesa Adrianto, Ratno Akbarini, Oon Fatonah Akhmad Dzikri Andi Anwar, Andi Andi Baso, Ismail Annisa Nurrachmawati Annisa Nurrachmawati Ardhiputri, Titania Ariyanti, Rea Asari, Sendila Ernesy Atthoba, La Debi Auliya, Jumi Barkati, Rahmat Budi, Eko Prasetya Camara Indriani, Dilla Dewi Endah Ramadhani Endah Wahyutri Erwina, Brigita Win Fatimatuzzahra, Tien Fitriana, Risma Hafizatun Nisa, Elma Hani Adriani, Retno Hardito, Agus Hasan, Hismawati Hasmawati Hasmawati Hasmawati Hasmawati Heri Gunawan Hilda Marfu'ah Rozkiah Ifroh, Riza Hayati Ifroh, Riza Hayati Ika Wulan Sari Irfansyah Baharuddin Pakki Iriyani Kamaruddin, Iriyani Ismail AB, Ismail Isnani, Nahara Izma, Hayatun Jasmawati, Jasmawati Kiswanto Kiswanto Kristiandi, Kiki Lies Permana Made Darawati Mardiany Masithah Maya Marinda Mifthahul Jannah Muftadiin, Fatimatul Muhammad Arifin Muhidin, Muh. Azmi Nisa, Elma Hafizatun Nur Asma Nur Rohmah Nur Rohmah Nurrachmawati, Annnisa Nursafa, Andi Nurul Afiah Oktaviani, Raeza Noorinda Pasambuna, Muksin Pramono, Dwi Agung PUTRI, TIARA Rahma Adila, Alfina Rahmi Susanti Rahmi Susanti Rahmi Susanti Ramadhani, Alfina Suci Ramadhani, Dewi Endah Ratih Wirapuspita Wisnuwardani Ratna Wati Ratna Wati Reny Noviasty Reza Jales Mahesa Adiyatsa Reza Nur Fahmi Riza Hayati Ifroh Ronny Isnuwardana S Siswanto Sandi, Dita Ayulia Dwi Saputri, Deby Indah Sendila Ernesy Asari Setiawan, Muhammad Irwan Silaban, Vandy Siti Nurjannah Siti Raihanah Sitorus, Rame Swandari Paramita Tetty Herta Doloksaribu Triani Putri, Irda Utari, Ari W Wisnuwardani, Ratih Wahyu Ramadhani, Reza Widiya Rolantika Widyasasi, Dyah Winardi Winardi Yunianto, Andi Eka Yuniar, Dewi