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All Journal International Journal of Public Health Science (IJPHS) International Journal of Evaluation and Research in Education (IJERE) Saintika Medika: Jurnal Ilmu Kesehatan dan Kedokteran Keluarga. Jurnal Teknik Elektro PROSIDING SEMINAR NASIONAL JURNAL PENELITIAN ILMU PENDIDIKAN Jurnal Riset Kesehatan Jurnal NERS STOMATOGNATIC- Jurnal Kedokteran Gigi Jurnal Kesehatan Jurnal Keterapian Fisik Gadjah Mada Journal of Psychology MNJ (Malang Neurology Journal) Sari Pediatri Public Health of Indonesia Jurnal Gizi dan Kesehatan Jurnal Obsesi: Jurnal Pendidikan Anak Usia Dini Health Notions Jurnal Kesehatan Vokasional JNKI (Jurnal Ners dan Kebidanan Indonesia) (Indonesian Journal of Nursing and Midwifery) Jurnal Gizi Klinik Indonesia Media Ilmu Kesehatan Journal of Epidemiology and Public Health Indonesian Journal of Medicine Journal of Health Policy and Management Journal of Health Promotion and Behavior Journal of Maternal and Child Health IJMS - Indonesian Journal on Medical Science Jurnal Penelitian dan Pengabdian Kepada Masyarakat UNSIQ Jurnal Ilmu Kebidanan (Journal of Midwivery Science) YARSI Medical Journal Medica Hospitalia Journal of Information Systems and Informatics Surya Medika: Jurnal Ilmiah Ilmu Keperawatan dan Ilmu Kesehatan Masyarakat Jurnal Ilmiah Permas: Jurnal Ilmiah STIKES Kendal Indonesian Journal of Global Health research Indian Journal of Forensic Medicine & Toxicology Jurnal Litbang Provinsi Jawa Tengah Jurnal Kesmas Jambi Jurnal Ilmu Kebidanan (Journal of Midwivery Science) Indonesian Journal on Medical Science (IJMS) Digital Transformation Technology (Digitech) Jurnal Psikologi: Indonesian Journal of Psychology Prosiding University Research Colloquium Proceeding of International Conference Health, Science And Technology (ICOHETECH) Semar : Jurnal Sosial dan Pengabdian Masyarakat Journal Research Midwifery Politeknik Tegal MAXIMAL Jurnal Kesehatan Masyarakat Kesmas: Jurnal Kesehatan Masyarakat Nasional (National Public Health Journal) Muwazah: Jurnal Kajian Gender
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The Impact of Sanitation on Increasing the Risk of Stunting in Children Under Five: A Meta-Analysis Wahyu Aprilyaningsih; Bhisma Murti; Revi Gamma Hatta Novika; Sumardiyono Sumardiyono; Endang Sutisna Sulaeman
Indonesian Journal of Global Health Research Vol 7 No 5 (2025): 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.v7i5.6615

Abstract

Stunting among children remains a global public health issue, with as many as 149 milion children under the age of five affected worldwide. One of the contributing factors to stunting is poor sanitation. This research aims to estimate the extent to which poor sanitation contributes to the risk of stunting in children under five years old using a meta- analysis approach. study employed a systematic review and meta-analysis using the PICO framework (Population, Intervention, Controls/Comparisons, Outcome), defined as follows: Population: children under five years old; Intervention: poor sanitation; Comparison: good sanitation; Outcome: stunting. Articles were collected using PRISMA flow diagrams. A total of nine articles that met the quality standards were then included in the quantitative synthesis using meta-analysis. Articles were analysed using the Review Manager 5.3 application. The findings of this meta-analysis indicate a significant association between sanitation conditions and the risk of stunting in children under five. Children who live in environments with poor sanitation are 3.71 times more likely to experience stunting than those living in areas with good sanitation. Poor sanitation constitutes a major risk factor for stunting, which significantly impacts children's growth and development. Enhancing access to improved sanitation facilities and promoting good hygiene practices are priorities to prevent stunting, particularly in areas with high prevalence. These findings offer strong evidence to support the policymakers and other stakeholders in integrating sanitation- based interventions into public health programs to reduce the prevalance of stunting among children under five years of age.
Pengaruh Multiple Micronutrient Powder Terhadap Kadar Hemoglobin pada Anak dengan Anemia Usia 6-59 Bulan Prastiwi Putri Basuki; Bhisma Murti; Diffah Hanim
Jurnal Gizi Kesehatan Vol 1, No 1 (2014)
Publisher : Program Studi Ilmu Gizi Pascasarjana Universitas Sebelas Maret

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ABSTRAK Latar Belakang: Suplementasi berupa Multiple Micronutrient Powder  lebih baik daripada  memberikan suplementasi Fe saja dalam penanggulangan anemia defisiensi besi, karena penyebab anemia tidak hanya kekurangan Fe tetapi juga kekurangan micronutrient lain seperti riboflavin, asam folat, vitamin C, vitamin A, yang diketahui berperan dalam absorpsi besi dan haematopoeseis. Penelitian ini bertujuan  untuk menganalisis pengaruh Multiple Micronutrient Powder terhadap peningkatan kadar hemoglobin pada anak dengan anemia usia 6-59 bulan.Metode: Penelitian dilakukan di Kecamatan Polanharjo Kabupaten Klaten. Metode penelitian adalah Randomized Control Trial . Anak dengan anemia usia 6-59 bulan dipilih secara random , dikelompokkan menjadi dua kelompok yaitu kelompok yang diberi Multiple Micronutrient Powder dan kelompok lain diberi plasebo. Keduanya diberi perlakuan selama 12 minggu. Kadar hemoglobin diukur sebelum dan sesudah perlakuan.Hasil: Berdasarkan analisis regresi linier ganda didapatkan hasil bahwa Balita dengan anemia yang diberi Multiple Micronutrient Powder rata-rata mempunyai kadar hemoglobin 0.3 g/dL lebih tinggi daripada tanpa Multiple Micronutrient Powder, walaupun  secara statistik tidak signifikan (b = 0.30 ; CI = 95% ; -0.29 s.d 0.89;  p = 0.293).Kesimpulan: Pemberian Multiple Micronutrient Powder pada balita dengan anemia meningkatkan kadar hemoglobin, meskipun secara statistik tidak signifikan. Kata kunci : Anemia, multiple micronutrient powder, kadar hemoglobin
Pengaruh Pendidikan Gizi Terhadap Aktivitas Fisik, Asupan Energi dan Indeks Massa Tubuh Pada Mahasiswa dengan Kelebihan Berat Badan Dwi Ayu Lestari; Bhisma Murti; Kusnandar Kusnandar
Jurnal Gizi Kesehatan Vol 1, No 1 (2014)
Publisher : Program Studi Ilmu Gizi Pascasarjana Universitas Sebelas Maret

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Tujuan : Penelitian ini bertujuan untuk mengetahui pengaruh pendidikan gizi secara penyuluhan dan leaflet terhadap aktivitas fisik, asupan energi dan Indeks Massa Tubuh (IMT) pada mahasiswa dengan kelebihan berat badan.Metode: penelitian ini adalah  eksperimen dengan Randomized Controlled Trial (RCT). Populasi pada penelitian ini adalah mahasiswa Fakultas Ilmu-Ilmu Kesehatan Universitas Muhammadiyah Prof.Dr.HAMKA dengan kelebihan berat badan, jumlah sampel 50 orang. Pembagian kelompok intervensi dengan cara random sampling. Alat pengumpulan data menggunakan kuesioner antropometri, aktivitas fisik, food recall.Analisis data menggunakan Independent Sample T-Test dan regresi linier berganda.Hasil: Terdapat pengaruh signifikan antara pendidikan gizi terhadap aktivitas fisik (b=0,07;CI 95%; antara 0,01 hingga 0,13; p=0,027). Ada pengaruh antara pendidikan gizi terhadap asupan energi (b=-1,47; CI 95% antara -1,56 hingga 4,51; p=0,334), asupan lemak (b=-2,79;CI 95% antara -3,92 hingga 9,50; p=0,190) dan indeks massa tubuh (b=0,88; CI 95% antara -2,90 hingga 1,14; p=0,125), tetapi pengaruhnya secara statistik tidak signifikan pada mahasiswa dengan kelebihan berat badan.Tidak ada perbedaan peningkatan aktivitas fisik yang bermakna (p=0.078) sesudah pendidikan gizi antara kelompok penyuluhan dan kelompok leaflet. Tidak ada perbedaan penurunan asupan energi (p=0.164) sesudah pendidikan gizi antara kelompok penyuluhan dan kelompok leaflet. Tidak ada perbedaan penurunan asupan lemak yang bermakna (p=0.238) sesudah pendidikan gizi antara kelompok penyuluhan dan kelompok leaflet. Tidak ada perbedaan penurunan Indeks Massa Tubuh (IMT) yang bermakna (p=0.561) sesudah pendidikan gizi antara kelompok penyuluhan dan kelompok leaflet.Kesimpulan : Pendidikan gizi secara penyuluhan dan leaflet efektif terhadap peningkatan aktivitas fisik, tetapi pendidikan Gizi belum efektif terhadap penurunan asupan energi dan penurunan indeks massa tubuh pada mahasiswa dengan kelebihan berat badan. Kata Kunci : Kelebihan Berat Badan, Aktivitas Fisik, Asupan Energi, IMT, Pendidikan Gizi.
Hubungan Jenis Pola Asuh Dengan Status Gizi Pada Bayi Usia 6-12 Bulan Ariza Putri Uniq Pratiwi; Bhisma Murti; Achmad Arman Subijanto
Jurnal Gizi Kesehatan Vol 1, No 1 (2014)
Publisher : Program Studi Ilmu Gizi Pascasarjana Universitas Sebelas Maret

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Abstract

Latar Belakang : Gizi merupakan kebutuhan yang sangat penting dalam proses pertumbuhan dan perkembangan bayi. Gizi buruk pada usia dini akan memberi dampak gangguan pada status gizi dan meningkatkan kesakitan, penurunan produktifitas serta kematian. Sehingga perlu diperhatikan dalam status gizi, baik dengan cara memberikan makanan bergizi seimbang yang sangat penting untuk status gizi yang optimal. Status gizi juga dapat dipengaruhi oleh praktek pola asuh gizi yang diwujudkan dengan tersedianya pangan dan perawatan kesehatan serta sumber lainnya untuk kelangsungan hidup. Penelitian ini bertujuan untuk menjelaskan adanya hubungan jenis pola asuh terhadap status gizi pada bayi usia 6-12 bulan.            Metode Penelitian : Penelitian ini bersifat observasional analitik dengan pendekatan croos sectional. Subjek penelitian adalah bayi usia 6-12 bulan dan ibu bayi yang memeriksakan bayinya di Wilayah Kerja Puskesmas Badegan Kabupaten Ponorogo. Sebanyak 70 subjek penelitian yang dipilih dengan menggunakan metode exhaustive sampling. Teknik pengumpulan data dengan wawancara langsung dan pengisian angket. Data dianalisis dengan analisis regresi logistik ganda dan diolah dengan SPSS 17.0 for Windows.Hasil Penelitian : Penelitian ini menunjukkan hasil, terdapat pengaruh pola asuh yang demokratis (OR=1,42; CI 95% 0,48 sd 4,24; p=0,531), terhadap status gizi bayi usia 6-12 bulan, walaupun secara statistik tidak signifikan.Kesimpulan Penelitian : Terdapat pengaruh walaupun secara statistik tidak signifikan antara pola asuh yang demokratis terhadap status gizi pada bayi usia 6-12 bulan. Kesimpulan ini diperoleh setelah mengontrol pengaruh  pendapatan keluarga. Kata kunci : Jenis Pola Asuh, Status Gizi Pada Bayi Usia 6-12 Bulan.
Association Between Participation in HIV/ AIDS Peer Group, Stigma, Discrimination, and Quality of Life of People Living with HIV/ AIDS Mia Ashari Kurniasari; Bhisma Murti; Argyo Demartoto
Journal of Epidemiology and Public Health Vol. 1 No. 2 (2016)
Publisher : Masters Program in Public Health

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Abstract

Background: The quality of life of people living with HIV/ AIDS (PLH) is of public health concern and calls for attention. The quality of life of PLH may be affected by stigma and discrimination. Peer group of PLHs may have an important role in improving the quality of life of PLHs. This study aimed to investigate the association between participation in HIV/ AIDS peer group, stigma, discrimination, and quality of life of PLHs.Subjects and Method: This was an analytic and observational study with cross sectional design. This study was conducted in Tulungagung, East Java, from November, 2016 to January, 2017. A total of 65 PLHs participating in HIV/ AIDS peer group and 35 PLHs not participating in HIV/ AIDS peer group were selected for this study by  fixed exposure sampling. The dependent variable was quality of life of PLHs. The independent variables were participation in HIV/ AIDS peer group, stigma, and discrimination. The data were collected by a set of questionnaire and analyzed by path analysis model.Results: Participation in HIV/ AIDS peer group (b=0.27; p=<0.001), social support (b=0.43; p=<0.001), and family support (b=0.18 p=0.021), had positive associations with a decrease in stigma and discrimination towards PLHs. Higher income (b=0.33; p=0.026), higher education level (b=0.21; p=<0.001), less stigma and discrimination (b=0.33; p=<0.001), had positive associations with quality of life of PLHs. Core self evalution  showed positive association with quality of life of PLHs (b=0.31; p=<0.001).Conclusion: Participation in HIV/ AIDS peer group, social support, and family support, are positively associated with a decrease in stigma and discrimination towards PLHs. Higher income, higher education, less stigma and discrimination, are positively associated with quality of life of PLHs. Core self evalution is positively associated with quality of life of PLHs.Keywords: HIV/ AIDS peer group, stigma, discrimination, social support, family support, quality of lifeCorrespondence: Mia Ashari Kurniasari. Masters Program in Public Health, Sebelas Maret University, Surakarta. Email: Deandagelis@gmail.com. Mobile: 0851216175293.Journal of Epidemiology and Public Health (2016), 1(2): 125-132https://doi.org/10.26911/jepublichealth.2016.01.02.06
Phenomenology Study: Community Non Acceptance of Children with HIV/AIDS in Surakarta Fetty Rosyadia Wachdin; Bhisma Murti; Argyo Demartoto
Journal of Epidemiology and Public Health Vol. 1 No. 3 (2016)
Publisher : Masters Program in Public Health

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Abstract

Background: There were 13 cases of children with HIV/AIDS in Surakarta in 2016. They were infected from their mothers. These children got stigma and discrimination from the community due to their HIV positive status. This study aimed to describe stigma and discrimination from the community to the children with HIV/AIDS.Subjects and Method: This was a qualitative study with phenomenology approach. This study was conducted at Rumah Singgah Lentera (Halfway House Lentera), Surakarta. The key informants for this study included managers of Rumah Singgah Lentera, fulltime secretary, children with HIV, and community members living in the neighborhood. The data were collected by in-depth interview, and then grouped into coding units and described and analyzed.Results: The community surrounding Rumah Singgah Lentera, Surakarta, viewed children with HIV/AIDS as a disgrace. Various kinds of discrimination such as non-acceptance, alienation, restriction have been addressed by the community to the children with HIV/AIDS. The community has also stigmatized managers of Rumah Singgah Lentera, Surakarta, that they were also HIV infected and made profit of HIV/AIDS donation they received. This stigma occured because of lacking in HIV/AIDS knowledge, particulary its mode of transmission. Stigma and discrimination have caused psychological disorder among children with HIV/AIDS. They often feel sad, alienated, and cry, so that they often withdraw from their social environment. In term they feel dispair and decline to take ARV drugs.Conclusion: there is a need to enhance knowledge in HIV/AIDS, its mode of transmission, method of prevention, and its treatment for the community, in order to repress stigma and discrimination from the community.Keywords: HIV/AIDS, children, stigma, discrimination.Correspondence: Fetty Rosyadia Wachdin. Masters Program in Public Health, Sebelas Maret University, Surakarta. Email: fettyrosyadia@gmail.comJournal of Epidemiology and Public Health, 1(3): 148-153https://doi.org/10.26911/jepublichealth.2016.01.03.01
The Effect of Self-Efficacy, Family Support, and Socio-Economic Factors on the Quality of Life of Patients with Breast Cancer at Dr Moewardi Hospital Lusiatun -; Ambar Mudigdo; Bhisma Murti
Journal of Epidemiology and Public Health Vol. 1 No. 3 (2016)
Publisher : Masters Program in Public Health

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Background:Breast cancer is the highest cancer among women in the world. Patients with breast cancer experience various changes, including physical, psychological and social changes. This changes affect their quality of life. This study aimed to determine the effect of self-efficacy, family support, and socio-economic factors on health-related quality of life of patients with breast cancer.Subjects and Method: This was an analytic observational study with cross sectional design. The study was conducted at Dr Moewardi Hospital, Surakarta. A total of 63 patients with breast cancer diagnosis were selected for this study by purposive sampling. The dependent variable was health-related quality life, consisting of global health status, physical function, role function, emotional function, social function, fatigue, pain, body image, financial hardship, and future perspective. The independent variables were self-efficacy, family support, education, and family income. The data were collected by questionnaire and medical record, and then were analyzed by multiple logistic regression.Results: Average age (and standard deviation) of the breast cancer patients under study was 50.21±7.67 years. Average score of quality of life in the global health status dimension was  73.81±10.97. Multiple logistic regression analysis showed positive effect of self-efficacy (OR=3.45;95% CI=0.98 to 12.12; p=0.053), family support (OR=2.67; 95%CI=0.84 to 8.46; p=0.096), education (OR=3.99; 95%CI=1.15 to 13.79; p=0.028), and family income (OR=1.51; 95%CI=0.43 to 5.26; p=0.518) on global health status.Conclusion:Self-efficacy, family support, education, and family income have positive and significant effects on global health status.Keywords: self-efficacy, family support, social economy, quality of life, breast cancerCorrespondence: Lusiatun. Masters of Public Health, Sebelas Maret University, Surakarta. Email: lusiatun12@gmail.com. Mobile: 085743778941Journal of Epidemiology and Public Health 2016, 1(3): 182-194https://doi.org/10.26911/jepublichealth.2016.01.03.05
Social Learning Theory on Factors Associated with Dental Caries among Mentally Disabled School Children in Surakarta, Central Java Anggia Rahmah Nursani; Bhisma Murti; Eti Poncorini Pamungkasari
Journal of Epidemiology and Public Health Vol. 2 No. 3 (2017)
Publisher : Masters Program in Public Health

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Background: Mentally disabled adolescents have limitations that make them are at greater risk of dental caries. There is a lack of studies on the factors associated with dental caries in adolescents using Social Learning Theory. This study aimed to determine factors associated with dental caries among mentally disabled adolescents using Social Learning Theory.Subjects and Method: This was an analytic observational study using cross-sectional design. The study was conducted at several special schools for disabled children (SLB) Surakarta, including: SLB C Setya Darma, SLB C YPSLB, SLB CG YPPCG Bina Sejahtera, and SLB C1 YSSD, in Surakarta, Central Java, from June to July 2017. A sample of 150 mentally disabled school children were selected for this study  by purposive sampling.  The dependent variable was caries dental status. The independent variables were parenting time, maternal oral health knowledge, maternal attitude towards oral health, maternal oral hygiene practice, child oral hygiene practice, maternal sweet food intake, child sweet food intake. Dental caries status was measured by decay, missing, filled-teeth (DMF-T) index. The other data were collected by questionnaire. The data were analyzed by path analysis.Results: Dental caries was directly and positively associated with sweet food intake (ƅ= 0.27, SE= 0.09, p= 0.002), poor child oral hygiene practice (ƅ= 0.09, SE= 0.04, p= 0.018), and poor maternal oral health knowledge (b= 0.36, SE= 0.10, p<0.001). Maternal oral hygiene practice was associated with maternal attitude towards oral health (ƅ= 0.33, SE= 0.13, p= 0.012) and maternal oral health (ƅ= 0.18, p<0.001). Child oral hygiene practice was associated with maternal oral hygiene practice (ƅ= 0.33, SE= 0.06, p= 0.012),  maternal oral health knowledge (ƅ= 0.91, SE= 0.18, p<0.001), and parenting time (ƅ= 1.39, SE= 0.18, p<0.001).Conclusion: Dental caries is associated with sweet food intake, poor child oral hygiene practice, and poor maternal oral health knowledge. Maternal knowledge, attitude, and practice in oral hygiene have an important role on dental caries in mentally disabled adolescents.Keywords: dental caries, adolescents, maternal oral health practice, social learning theoryCorrespondence: Anggia Rahmah Nursani. Masters Program in Public Health, Sebelas Maret University, Jl. Ir. Sutami 36A, Surakarta, Central Java.  Email: anggiarahmahn23@gmail.com. Mobile: +6287738923404.Journal of Epidemiology and Public Health (2017), 2(3): 201-215https://doi.org/10.26911/jepublichealth.2017.02.03.02
Path Analysis on the Influence of Educational Level, Stages of Cancer, Social Support, and Coping Strategy toward the Quality of Life of Breast Cancer Patients in Dr. Moewardi Hospital, Surakarta Sri Nuryati; Ambar Mudigdo; Bhisma Murti
Journal of Epidemiology and Public Health Vol. 2 No. 3 (2017)
Publisher : Masters Program in Public Health

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Abstract

Background: Breast cancer develops into main health problem for women globally. Patients of breast cancer will endure transformation both physically as well as psychologically, it will give impact to the quality of life. The study aimed to analyze the influence of educational level, stages of cancer, social support, and coping strategy toward the quality of life of breast cancer patients.Subjects and Method: The study employed mixed method with quantitative and qualitative approach. The study was conducted in Dr. Moewardi Hospital, Surakarta in August – October 2017. There were a total of 150 study subjects selected with stratified random sampling. Purposive sampling was used for qualitative study with 3 informants. The dependent variable was quality of life. The independent variables were educational level, stages of cancer, social support and coping strategy. Quantitative data collection was conducted by using questionnaires. Social support variable was measured by using Multidimensional scale of perceived social support (MSPSS) questionnaires, coping strategy variable was measured by brief COPE questionnaires and life quality variable was measured by WHOQOL BREF questionnaires. Data qualitative collection was by means in depth interview. Quantitative data was analyzed by using path analysis, qualitative data was analyzed by using interactive model Miles and Huberman.Result: Quality of life was influenced by educational level (b= 8.69, SE= 1.84, p<0.001), stages of cancer (b= -6.41, SE= 2.94, p= 0.029), social support (b= 1.03, SE= 0.34, p= 0.003), coping strategy (b= 2.07, SE= 0.43, p<0.001). Coping strategy was influenced by educational level (b= 0.97, SE= 0.34, p= 0.004) and social support (b= 0.37, SE= 0.06, p<0.001).Conclusion: Quality of life of breast cancer patients is influenced by educational level, stages of cancer, social support, and coping strategy. Coping strategy was influenced by educational level and social support. Key words: social support, coping strategy, quality of life, path analysisCorrespondence: Sri Nuryati. Masters Program in Public Health, Sebelas Maret University, Jl. Ir. Sutami 36 A, Surakarta 57126, Central Java. Email: sri.nuryati1985@gmail.com. Mobile: +6282138283802.Journal of Epidemiology and Public Health (2017), 2(3): 225-235https://doi.org/10.26911/jepublichealth.2017.02.03.04
Factors Affecting the Quality of Diagnosis Coding and Medical Record at Dr. Moewardi Hospital, Surakarta Warsi Maryati; Bhisma Murti; Dono Indarto
Journal of Health Policy and Management Vol. 1 No. 2 (2016)
Publisher : Master's Program in Public Health, Universitas Sebelas Maret

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Abstract

Background: Diagnosis coding is atool for identifying and grouping diseases, disorders, symp­toms, and other disease-related outcomes, such as poisoning, adverse effect of drugs and chemicals, injury. Diagnosis code can be used in policy making and costing medical care. Doctors, nurses, coding personnel, and medical record quality, may affect the quality of diagnosis coding. This study aimed to investigate factors that affects the quality of diagnosis coding at Dr. Moewardi Hospital, Surakarta.Subjects and Method: This was an analytic observational using cross sectional design. This study was conducted at Dr. Moewardi Hospital, Surakarta, Indonesia. A total of 250 inpatient medical record document at Dr. Moewardi Hospital were selected for the study bystratified random sampling.The data was analyzed by structural equation modeling (SEM).Results:Sub-specialistic doctor (b = 1.13; 95%CI = 0.06 to 0.33; p = 0.039),civil servant doctor(b = 0.84; 95%CI = 0.06 to 1.62; p =0.034),nurse working ≥ 5 years (b = 1.77; 95% CI = 1.13 to 2.42; p<0.001), significantly increased the quality of medical record. Coding personnel aged ≥40 years (b= 1.70; 95%CI = 0.64 to 2.77; p = 0.002), coding personnelworking ≥5 years (b = 1.70; 95%CI= 0.98 to 2.42; p 0.001), and coding personnel has ≥ 5 times training(b = 2.62; 95% CI = 1.40 to 3.83; p <0.001), significantly increased the quality of diagnosis coding.Conclusion: Sub-specialistic doctor, civil servant doctor, nurse working ≥5 years, significantly increased the quality of medical record. Coding personnel aged ≥40 years, coding personnel working ≥5 years, and coding personnel has ≥ 5 times training, significantly increased the quality of diagnosis coding.Keywords: Quality of diagnosis coding, quality of medical record, doctor, nurse, coding personnel.Correspondence: Warsi Maryati. School of Medical Records and Health, APIKES Citra Medika, Surakarta. Email: warsi_maryati@yahoo.comJournal of Health Policy and Management (2016), 1(2): 61-70https://doi.org/10.26911/thejhpm.2016.01.02.01 
Co-Authors -, Joeliatin -, Masturoh -, Muryanti . Muthmainah . Muthmainah . Sumardiyono ., Mujosemedi A.A. Ketut Agung Cahyawan W Abd. Rasyid Syamsuri Abdullah M Azam Abida, Liza Laela Achmad Arman Subijanto Achmad Arman Subijanto, Achmad Arman Addini, Ragil Aidil Fitriasari Adelita, Sela Putri Adhimukti, Fahmi Aditya, Stefanus Afandi, Agil Rafi’ah Afniratri, Atika Afriza Umami Agung Dirgantara Namangboling Agus Kristiyanto Agus Soedomo Agus Triyono Agusningtyas, Nisia Hari Agustin Mahardika Hariyadi Agustin Widyowati Agustina, Devita Ahmad Yasa, Ahmad Aisy, Jihan Rohadatul Aisyiyah, Farida Nur Akbar, Muh. Syaiful Akhmad Azmiardi Aktif Cahyaning Tyas Aktovianta, Lukman Al Ghifari, Muhammad Fahrezi Ali Djamhuri Alifariani, Aulia Amalia Choirunnisa Amalia, Rizky Nur Aprilianti Ambar Mudigdo Ambar Mudigdo Ambar Mudigdo Ambar Mudigdo Ambarsari, Anggraini Ambarwati, Dyah Amir, Nikmah Ayu Ramadhani Ammutammima, Ummu Fatihah Amrika Putranti, Maurizka Pitria Anak Agung Istri Sri Wiadnyani Anasulfalah, Hakim Andarwati, Dwi Astuti Dian Andreas Agung Kurniawan Andreas Agung Kurniawan, Andreas Agung Andri Iryawan Andri Setiawan Andriani, Isna Andriani, Virdaria Anggara, Feri Yuda Anggia Rahmah Nursani Anggraeni, Anastasia Dwi Anggreani, Gadis Nur Anik Lestari Anik Lestari Anindita, Fauziah Shinta Anis Lupita Ningrum Anis Sonia Probowati Annisa Azzahra, Annisa Annisa Marsha Evanti Annisa Marsha Evanti Aprilia, Sholikha Dela Apriliani, Eltigeka Devi Aprilianto, Danu Aprilica Manggalaning Murti Apriliyani, Florida Betty Apriyanti, Ruth Aqsyari, Riski Aqsyari, Rizki Ardelia Kurniawan Ardelia Kurniawan Ardiani Ardiani, Ardiani Ardianti, Febrina Arga Scorpianus Renardi Argyo Demartoto Argyo Demartoto Argyo Demartoto Argyo Demartoto Argyo Demartoto, Argyo Argyo Dermatoto Ari Natalia Probandari Ari Natalia Probandari Arianty, Meike Ariesta Permatasari Arif Siswanto Arifin, Ayu Kusuma Puspasari Ariningrum, Dian Aris Sudiyanto Aris Sudiyanto Aris Sudiyanto Ariska, Yovita Galuh Eka Arlina Azka Arum Nuryati Arum Wijayanti Asrifa, Efa Yusfi Astari, Rahmi Windhy Atin, Ulya Khoirunnisa’ Atmojo, Joko Tri Aulia, Yusrin Aurina Firda Kusuma Wardani Ayu Anulus Ayu Rachmawati, Rulita Ayuningtiyas, Citra Azam, Abdullah M Azizah, Alfi Makrifatul Azizah, Fara Khansa Azizah, Fikri Dian Dinu Azzahro, Asri Wahyu Baharuddin, Suci Maulidya Bambang Suprapto Baroroh Barir Betriza Bobbi Juni Saputra Brilliandi, Immanuel Billy Budhiastuti, Uki Retno Budi Mulyono Budi Mulyono Budi Yulianto Budi Yulianto Budinugroho, Agustaria Budiyono, Joko Burhannudin Ichsan Caesaria Christ Haryadi Caesaria Christ Haryadi Cahyaningrum, Hapsari Cahyanto, Erindra Budi Candra, Kintan Chatarina Umbul Wahyuni Chrisnanda, Indah Adhitama Ciptaningtyas, Wahyu Agustin Dwi Damayanti, Siti Danang Ardiyanto Darmayanti, Aquartuti Tri Darto de Souza, Jeronimo Delimasari, Trisakti Halimah Della Kusumaning Putri Demartoto , Argyo Dena Tri Solehaini Dermatoto, Argyo DEVI INDRAWATI Deviasti, Rindra Dewanti, Rosalia Indri Dewayanti, Nurmala Dewi Indriani Dewi, Arddha Maha Pawitra Dwi Puspita Dewi, Ayu Rosita Dewi, Ayu Rosita Dewi, Lanti Retno Dewi, Patria Sari Dewi, Rachael Saraswaty Dharmawan, Ruben Dhony, Ervia Fahma Dian Ariningrum Dian Asih Ning Utami Dian Handayani Diana, Tutut Okta Dianika, Bani Diba, Dinda Nabila Silva Didik Gunawan Tamtomo Didik Gunawan Tamtomo Didik Tamtomo Didik Tamtomo, Didik Diffah Hanim Diffah Hanim Diffah Hanim Dilafa, Rynda Arum Diyantana, Wawan Dono Indarto Dono Indarto Drajat Tri Kartono Drajat Tri Kartono Dwi Ayu Lestari Dwi Setyawan Edi Karyadi Edi Pramono Edit Paulik Edy Bachrun Eka Miftakhul Jannah, Eka Miftakhul Elsa Adila Ramadhian Endang Listyaningsih Endang Listyaningsih Endang Sutisna Endang Sutisna Sulaeman Endang Sutisna Sulaeman Endang Sutisna Sulaeman Endang Sutisna Sulaeman Endang Sutisna Sulaeman Endang Sutisna Sulaeman Endang Sutisna Sulaeman Endang Sutisna Sulaeman Endang Sutrisna Endang Tri Sulistyowati Eni Nur Rahmawati Erayanti Saloko Ermawati, Dwi Hesti Eti Poncorini Pamungkas Eti Poncorini Pamungkasari Eti Poncorini Pamungkasari Eti Poncorini Pamungkasari Fadhila, Shofia Nur FAHMI HAKAM Fahrezi, Chattrin Fajriyani, Fanny Kartika Farida Farida Fathoni, Afrizal Ikhsanul Fatmawati, Dyah Ayu Faujiah, Irfa Nur Fauziyah, Rahma Fauziyyah, Jihan Nafisah Feny Tunjungsari Fetty Rosyadia Wachdin Fidyaningrum, Fifi Fikriyyah, Syarifatul Firda, Fathiyyatu Assa’diy Firdaus, Anisah Firdausi Nuzula Firmansyah, Reza Ramadhana Tahta Firza Fatchya Fitriah Fitriah Fitriah Fitriah Fitriyani, Ayu Laela Flora, Viola Holly Frafitasari, Dika Yanuar Fransisca Novalia Permana Fresna, Riyesti Hero Furqon, Mashaf Fahrur Murdo G. Gunawan Gabriella Diandra Nurbianto Gaurinindi, Melinda Febianca Ghifari, Muhammad Fahrezi Al Gita, Anggi Putri Aria Gloria Katrin Evasari Gloria Katrin Evasari Gojali, La Karman Grace Gumilar, Karismatika Surya Habibi, Mustainu Hadi Sudjito Haliza, Afifah Nur Handariati, Atik Handayani, Anggun Fitri Handoko Handoko Hanida, Amin Nur Hanif, Ihsan hanifah hanifah Hanifah, Siti Nur Hanni Wardhani Hanung Adi Nugroho Hany Ferdinando Hapsari , Happy Indri Hari Wujoso Hari Wujoso Haris Mudjiman, Haris Harsono Salimo Harsono Salimo Hartanto, O S Hartanto, Rifai Hartono Hartono Hartono Hartono Haryanti, Rusiana Sri Hastuti, Uki Retno Budi Herlina, Lily HERMANU JOEBAGIO Hermanu Joebagio Hermanu Joebagio Hidayati, Khairani Nur Hidayati, Khairina Nur Hidayati, Rosalia Sri Hidayati, Rosalia Sri Himawati, Yulia Husna Arwa Salsabil Husna, Erza I Kadek Ludi Junapati Ida Mardalena Ida Mardalena Ida Nursanti Ida Srisurani Wiji Astuti IFFAH NURHAYATI, SRI HARTINI, ANANG PRIYANTO, Iin Tri Marlinawati Ika Yuli Ayuningrum Ila Izzatus Salamah Immanuel Billy Brilliandi Inayati, Rizqi Indah, Lestari Indria, Gita Ayu Indriani, Fenita Ira Martin Pramiyana Irawan, Bibit Irawanto, Muhammad Eko Irfandi, Julhan Irmawati Ischan, Burhannudin Isfaizah Islami, Shilfia Ulfa Ismail, Aem Isnaeni Herawati Isnaini Herawati Istiqomah, Anisa Ikhlasani Nur Jannah, Ahadyah Miftahul Jarot Subandono Jarot Subandono Jonial Jumadi - Junapati, I Kadek Ludi Jusup, Sinu Andhi K, Isyana Miranti Karima, Fatimah Hasna Karlinda Karlinda Karmany, Putu Anggi Widia Karsid, Ravik Kartikasari, Mayriyana Ketaren, Enge Surabina Khairiyyah, Alimah Ulfah Khairunnisa Khairunnisa1, Khairunnisa Khorudin, Denis Khulwani, Qumara Wilda Kogoya, Tena Krisnawati, Hesthi Kumalasari, Dwi Tour Kumalasari, Vilia Ayu Kurnianingsih, Widya Kurniati, Era Kurniawan, Ilham Raka Kurniawati, Oktaviana Kurrniati, Era Kusnandar Kusnandar Kusumaningrum, Remita Yuli Kusumaningrum, Utari Kusumaningtiyas, Zonna Aditiya Kusumawati, Ima Kusumawati, Ratna Lafif, Muhammad Zainul Larasati, Gayatri Kintan Larsiani, Lisa Safaah Novia Latifah, Mirzawati Latifah, Shafa Lauraine Wijayaningtyas Sinuraya Legowo, Nurcahyo Aji Lely Erawati Levi Rismawati, Normalia Listiani, Funik Rahma Mei Livia, Wardhatul Lobis, Yusuf Bachtiyar Loekito, Cindy Lestyani Lolita Lolita Luluk Khusnul Dwihestie Lulut Khoridatur Rosida Lusiatun - Maharani Ulfah Mahendra Wijaya Mahzunah, Amalia Khurotul Maingu, Bertha Sylvester Mar'atul Munawaroh , Siti Mardiah, Ardiana Maria Dewi Caetline Maria Dewi Caetline Maria Goretti Novianty Hutauruk Marlinawati, Iin Tri Marsim, Etanaulia Martaningrum, Herlina Ika Martha Oktavia Dewi Savitri Marthunus Judin Maryana, Dyan Mar’atunsoalihah Masturoh - Matius Dimas Reza Dana Ismaya Maulinda, Amanda Via Maung, Yuzana Maya Ayu Riestiyowati Mayaningrum, Yulita Endah Mia Ashari Kurniasari Miciko Umeda Miftahul Arozaq Minawati, Atika Dwi Mira Miswanto, Miswanto Moch Fanani MS, Novi Paramitasari Mubarok, Ahmad Syauqi Muchsin Doewes Muchsin Doewes Mufidah, Naili Zahroton Mufidah, Naili Zahrotun Muhammad Fanani Muhammad Masykuri Muhammad Masykuri Muhammad Syaifuddin Muhdiana, Dedy Mujosemedi . Mulianda, Cendekia Airedeta Mulyani, Noris Hadi Sri Mulyo Hadi Sudjito Mulyono, Budi Munawaroh, Siti Mar'atul Munawaroh, Siti Mar’atul Murti, Aprilica Manggalaning Murti, Fiqih Agustyna Mustafa, Sitti Aisyah Mutalazimah Mutalazimah MUTHMAINAH . Muthmainah . Mutiah, Nurmila Muvida Muvida Nabila Silva Diba, Dinda Nabilla, Jihan Nabillah, Lily Nafisa, Nisrina Nasir, Shinta Nawangwulan, Diyah Nazalah, Rajba Ni'mah, Siti Luluk Khamidahtun Nikmah Ayu Ramadhani Amir Ningrum, Fiki Cahya Ningsih, Hepti Widia Nirwana, Astika Candra Nisa, Shofia Maharani Khoirun Nisa, Tsamarah Iffah Zahrotin Nisriina, Zain Nadaa Noor Alis Setiyadi Novika , Revi Gama Hatta Novika, Revi Gama Hatta Novika, Revi Gamma Hatta Nugraha, Nurtama Aditya Nugrahaeni, Meita Tyas Nugrahani, Anna Nugraheni, Aulia Putri Nunuk Suryani Nunuk Suryani Nur Syahbani, Andi Syahrani Nuralita, Ayunda Yonik Nurbianto, Gabriella Diandra Nurhayati Agtikasari, Nurhayati Nurhayati, Farida Nurhayati, Happy Nurindahsari, Yespy Anna Wahyu Nuristiqomah Dwi Putri Nurkhairani, Nurkhairani nurlailis saadah Nurul Hakim, Ruliany Yuni Nurul Qomariah Octava Prima Arta Ode, Diana Oemar Sri Hartanto Oemar Sri Hartanto Oemar Sri Hartanto Oepomo, Tedjo Danudjo Oktaviyani, Feny Osi Pakanna, Epin Palupi, Raras Indung Pamilih, Ayu Trisni Pamungkas, Eti Poncorini Pangesti, Lely Tri Paradela, Berti Vega Pawito Pawito Permata, Annissa Devi Pertiwi, Mumpuni Intan Pipiet Wulandari Poncorini Pamungkasari, Eti Poncorini, Eti Prabandari, Fatchurrohmah Ines Prabowo, Danang Aji Pramukawati, Dian Ayu Pranoto, Hosea Puspitasari Prasetya , Hanung Prasetya, Hanung Prastiwi Putri Basuki Pratama, Genn Andrean Pratita Komalasari Pratiwi, Yeocelin Mega Pravitasari, Ines Ratni Prawita, Mirna Prawita, Mirna Prianggi, Herawati Primadita, Hanggia Priscilla Jessica Pihahey Pritania Prameswara Putri Puji Astuti Anggara Purbanova, Reni Puri, Yessica Eka Purnama, Hanif Wildan Purnasari, Ratih Hermas Purwaningsih, Yustina Purwaningtyas, Niniek Purwanti, Titis Cipta Puspa Damayanti Puspitaningrum, Cynthia Ayu Dian Puspitasari, Syndia Putra, Anse Putra, Firdy Rama Permana Putra, Gilang Pamungkas Ardi Putra, Sinar Perdana Putri, Alifia Nadhimah Putri, Annessa Marknalia Sasqia Putri, Diani Fadmi Putri, Ebtaria Hartiwi Putri, Kurnia Eka Putri, Nuristiqomah Dwi Putri, Risma Aliviani Putriarsih, Ryanawati Putry, Mentary Febryant Qadrijati, Isna Qadrijati, Isna R Reviono R Rusnoto Rachmawati, Rulita Ayu Rahardjo , Setyo Sri Rahardjo, Setyo Rahardjo, Setyo Sri Rahardjo, Setyo Sri Rahayuningsih, Tutik Rahelli, Yeti Rahman, Aditya Aulia Rahmawati Rahmawati, Anisya Fajar Rahmawati, Isabella Rahmawati, Mitha Amelia Rakhmahayu, Atika Ramadhan, Septyandi Ramadhani, Amanda Kesli Ramadhani, Dinda Nur Asri Mutiara Ratna Kusumawati Ratna, Tantri Yunita Ravik Karsidi Ravik Karsidi RB. Soemanto Regina Molnár Renardi, Arga Scorpianus Respatih, Supriyadi Hari Resta Dwi Yuliani Retiyansa, Yesi Retno Wulan Retnowati, Very Retyono, Sugeng Revi Gama Hatta Novika Revi Gamma Hatta Novika Reviono Reviono Reviono Reviono Reviono Reviono, R Rifai Hartanto Rifai Hartanto Rifai Hartanto Riska Rosita Risma Aliviani Putri Risna Widowati Risnu Ardian Witjaksana Rita Adriani Benya Adriani Rita Komalasari Rivan Danuaji Rivan Danuaji Rizki, Ayun Widya Rofana Aghniya Rohmah, Isna Nur ROHMAH, LAILATUL Rohmani, Alfiana Nur Rokhayati, Rokhayati Rokhayati, Rokhayati Roobiati, Nur Fika Rosalia Sri Hidayati Rosalina Pradana Ayu Rosalina, Sintya Rosdiana Rosdiana Rosid, Sultonnur Rosida, Lulut Khoridatur Rosmiati RUBEN DHARMAWAN Ruben Dharmawan Rusnoto, R Rustam Sunaryo Rustam Sunaryo Sabania, Brillian Ferika Safitri, Denanda Agnes Safitri, Diyanti Safitri, Lina Eta Saidah, Ayu Saifuddin Azwar Saifuddin Azwar Saifuddin Azwar Saifuddin Azwar Sajalia, Husniyati Salsabila, Muna Maimunah Salsabila, Putri Fortuna Salsabilla, Dinda Anindita Sandhi Yudha Sani, Mario Febrianus Helan Santosa, Sugeng Budi Santoso, Nathanael Aditya Sanusi, Sita Rahayu Sapja Anantanyu Sapta Anantanyu Saptaningtyas , Haryani Saptowati, Dewi Saputra, Rizki Kurniawan Saputri, Chelsy Sumardi Saraspuri, Niken Putri Eka Sari, Ica Yuniar Sari, Okky Nurlita Sari, Putri Yunita Sastrawijayah, Jemmi Satya, Malinda Capri Nurul Savitri, Sheila Setiawan, Rizki Setiyarini, Dwi Wahyu Setyo Sri Rahardjo Sheila Savitri Shinta Nasir Shofri, M Maulana Silamma, Kalvari Silfia Angela N Halu Silvia Ari Agustina Sinu Andhi Jusup Sinuraya, Lauraine Wijayaningtyas Siregar, Attila Yulaicha Advendila Siswanto, Andi Siti Helmyati Siti Nur Djannah Sitorukmi, Galuh Soemanto, RB Soemanto, RB Soetrisno . Soetrisno . Soraya, Mira Mashita Sri Hilmi Pujihartati Sri Mulyani Sri Mulyani Sri Mulyani Sri Nuryati Sri Panuntun, Sri Sugeng Budi Santoso Sujatmiko, Ramdhani Sukamto , Ika Sumiyarsi Sukamto, Ignatius Loyola Sukandriani Utami Sukmakarti, Laksmy Dewi Sumanto - Sumardiyono Sumardiyono Sumardiyono . Suminah Suminah Suminah Suminah SUMIYATI SUMIYATI Sundari, Ana Suparno, Amalia Ulfah Suprapto, Bambang Supriadin Supriadin Supriyadi Hari Respati Supriyadi Hari Respatih Surya Gumilar, Karismatika Susiani, Ely Tri Susilowati, Bekti Sutanto . Sutanto, Alfiani Vivi Sutisna Sulaeman, Endang Sutisna Sulaeman, Endang Sutopo, Haris Suwarto Syafi’ie, Hisyam Syahmi Amar Syahputri, Rezyana Budi Thiang Thiang Titin Ratnaningsih Titin Ratnaningsih Titisari, Bening Rahimi Tiyas, Dwi Wahyuning Tri Budi Wiryanto Tri Budi Wiryanto Tri Kartono, Drajat Tri Nugraha Susilawati Tri Puji Pangesti Tri Sulistyawati, Tri Tri Sunarsih Tri Yonita, Maria Regina Trisnawati, Iga Tristian, Deviana Tursina, Elsa Tutik Rahayuningsih Ubriyanto, Gemintang Antartika Uki Retno Budi Hastuti Uki Retno Budihastuti Uki Retno Budihastuti Ulhaq, Muhammad Zia Umar, Alwan Dhafi Usmaningrum, Desif Upix Uswatun Hasanah Utami, Indri Nur Utomo, Asrori Ibnu Veibiani, Nindita Arum Verasita, Prissy Viridula, Erike Yunicha Vitri Widyaningsih VIVIN EKA RAHMAWATI Wahyu Aprilyaningsih Wahyu Tri Sudaryanto Wahyu, Fatimah wahyuni wahyuni Wahyuni, Septa Decelita Wardani, Aulia Ayu Kusuma Wardhani, Hanni Warsi Maryati Waryana Waryana Waryana Waryana Waryana Waryana Wasyanto, Trisulo Wasyanto, Trisulo Wekadigunawan, Cri Sajjana Prajna Wekadigunawan, CSP Wekadigunawan, CSP. Whendi Setyawan Wibisono, Lilik Sigit Wicaksono, Aliansi Wicaksono, Emirza Nur Wicaksono, Satriyo Fajar Widarto Widarto Widiantoro, Reza Widiyaningrum, Alfiati Nanda Widiyanto, Aris Widy Nurwiandani Widyarahma, Amanda Widyawardani, Tri Nyantosani Widyawati Widyawati Widyawati, Fiqi Wijayanti, Nurlatifah Febriana Wijayanto, Masromi Hendria Wijiwinarsih, Amallia Winahyu, Frannesty Estu Witjaksana, Risnu Ardian Wulan Adis Aranti Wulandari Wulandari Wulandari, Adetya Wulandari, Ayu Novita Wulandari, Rizqi Amalia Yayi Suryo Prabandari Yespy Anna Wahyu Nurindahsari Yessica Eka Puri Yolanda, Rachmawaddah Yopiana, Elma Yuhanani, Arinda Mukti Yuli Astuti Yulia Lanti Retno Dewi Yulia Lanti Retno Dewi yulia lanti retno dewi Yuliana, Ana Yuliana, Nur Aida Yuliani, Istri Yunita, Astri Yusrin Aulia Yusriyani Yusup Subagio Yusup Subagio Sutanto Yuvrista, Yuliana Zahra, Fathia Mutiara Zahro, Astrida Septi Berliana Zahro, Hallisa'tu Zahro, Hallisa’tu Zainal, Dwi Trisnawati Zartika, Maoli Zoraya, Sabrina Intan Zuraida Zulkarnain, Zuraida