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Analisis Prediksi Kunjungan Pasien Dengan Metode Autoregresiive Integrated Moving Average di Rumah Sakit Ibu dan Anak Putri Surabaya Muh Zul Azhri Rustam; Nuke Amalia; Maya Ayu Riestiyowati
Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI) Vol 10, No 2 (2022)
Publisher : Asosiasi Perguruan Tinggi Rekam Medis dan Informasi Kesehatan Indonesia- APTIRMIKI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33560/jmiki.v10i2.441

Abstract

Hospitals as health care facilities are needed not only in the service sector but also in the need for recording and documenting the results of examinations, treatment, actions, and other services that have been provided to patients which are recorded in medical record documents. every patient who receives medical services at the hospital will receive a medical record document to document his medical history. The increase in patient visits is sometimes not in line with the readiness of the hospital in fulfilling the facilities and supporting service tools. The study aimed to predict the number of patient visits. The type of research used is quantitative research and the sampling technique used is total sampling by looking at the data of the last 5 years of visits in the medical record unit and the analysis used is the ARIMA method in predicting visit data. Prediction results from patient visits for the next two years tend to fluctuate quite a lot with a total of 5163 patient visits in outpatients, with a Mean Absolute Percentage Error (MAPE) value of 19% with the ARIMA model (2,1,2) which means that the prediction of visits patients can be quite accurate and reliable. So that in the future the hospital must be able to improve the facilities and quality of its services. So that the service process for visiting patients can be served effectively and efficiently.Keywords: Prediction, Patient Visit, ARIMA
Mekanisme Koping Dan Dukungan Sosial Keluarga Terhadap Kekambuhan Pasien Skizoferenia Di Ruang Wijaya Kusuma Rumah Sakit Jiwa Menur Surabaya Dya Sustrami; Nur Chabibah; Muh Zul Azhri Rustam
Jurnal Ilmu Kesehatan MAKIA Vol 8 No 1 (2019): Jurnal Ilmu Kesehatan MAKIA
Publisher : LPPM ISTeK ICsada Bojonegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (210.396 KB)

Abstract

ABSTRAK Keluarga terdapat berbagai permasalahan yang harus diselesaikan oleh anggota keluarga, agar tidak menimbulkan konflik dalam hubungan keluarga yang dapat meningkatkan mekanisme koping keluarga tersebut. Keluarga yang memiliki mekanisme koping negatif (mal adaptif) akan memunculkan sikap seperti marah–marah dan merasa terbebani. Dalam pemberian asuhan keperawatan, dukungan keluarga ikut berperan untuk mencegah terjadinya kekambuhan. Metode penelitian ini menggunakan pendekatan cross sectional. Sample penelitian ini adalah pasien yang dirawat di ruang wijaya kusuma Rumah Sakit Jiwa Menur Surabaya sejumlah 25 Orang dengan teknik simple random sampling. Hasil penelitian ini terdapat hubungan mekanisme koping dan dukungan keluarga terhadap tingkat kekambuhan pasien Skizofrenia. beberapa penyebab kemampuan personal kurang baik sehingga menyebabkan strategi koping maladaptif dikarenakan ketidakmampuan pasien untuk selalu fokus dalam menerima informasi. dan dukungan keluarga yang diperoleh menggambarkan tingkat kekambuhan pada pasien skizofrenia tidak bisa maksimal dan akan mempengaruhi tingkat kekambuhan pasien dikarenakan yakni pendidikan, usia, pendapatan, dan tempat tinggal keluarga. Jauhnya tempat tinggal pasien dengan rumah sakit membuat keluarga jarang untuk datang berkunjung. Kata Kunci : Mekanisme Koping, Dukungan Keluarga, Skizofrenia
Indikator Input Sistem Elektronik Pencatatan dan Pelaporan Gizi Berbasis Masyarakat di Kota Surabaya Muh Zul Azhri Rustam; Maya Ayu Riestiyowati
Jurnal Kesehatan Vokasional Vol 8, No 2 (2023): May
Publisher : Sekolah Vokasi Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/jkesvo.79073

Abstract

Latar Belakang: Masalah gizi merupakan salah satu tujuan dari ke 17 goals yang ingin dicapai dari Sustainable Development Goals (SDGs) Kesehatan Indonesia. Survailans gizi merupakan kegiatan pengamatan yang sistematis dan terus menerus terhadap masalah gizi masyarakat dan indikator pembinaan gizi.Tujuan: Mengevaluasi sistem elektronik pencatatan dan pelaporan gizi berbasis masyarakat (e-PPGBM) pada indikator input yakni petugas, pembiayaan, Standard Operating Procedure (SOP), formulir dan laporan surveilans, dan komputerMetode: Desain penelitian ini adalah cross-sectional descriptive. Sample dalam penelitian ini adalah petugas surveilans gizi di 22 puskesmas Kota Surabaya.Hasil: Indikator petugas meliputi rata-rata berusia 32 tahun, <60% telah mengikuti beberapa pelatihan, serta >80% memiliki rangkap jabatan sehingga hal-hal ini dapat menghambat pelaporan dan pencatatan permasalahan gizi. Aspek pembiayaan dalam operasional surveilans gizi masih bersumber dari APBD. Beberapa SOP dan pedoman di puskesmas tidak tersedia seperti renstra di bidang Gizi, Formulir SDIDTK, dan KSPS.Kesimpulan: Indikator man ditemukan bahwa petugas seharusnya dibekali dengan pemberian pelatihan surveilans gizi berbasis IT, sedangkan untuk indikator material perlu diputuskan oleh stakeholder dalam membuat regulasi terkait monev khususnya pada kelengkapan laporan di beberapa puskesmas yang masih belum lengkap.
Pengetahuan dan Sikap Masyarakat di Daerah Endemis Filariasis Limfatik (Studi Kasus Kabupaten Sarmi, Papua) Rustam, Muh Zul Azhri; Sipayung, Mina
Jurnal Ilmiah Keperawatan STIKES Hang Tuah Surabaya Vol 13 No 2 (2018): October Edition
Publisher : Sekolah Tinggi Ilmu Kesehatan Hang Tuah Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30643/jiksht.v13i2.14

Abstract

District Sarmi is one of the districts in Papua which has the highest rate of microfilaria (mf) (47.06%) up to the year 2012. Province Papua filarial worm is Wuchereria bancrofti and is transmitted through the bite of a mosquito vector. The study aims to analyze the influence of community knowledge and attitudes towards the incidence of lymphatic filariasis in endemic areas in Sarmi District. This study used a case-control method. Samples comprised 32 case samples (mf +) and 32 control samples (mf-). The results of this study there was an influence between knowledge of Lymphatic Filariasis Incidence and no influence between attitudes toward lymphatic filariasis Incidence in Sarmi district. Proven by logistic regression test p-value of knowledge (0.019) and attitudes (0.389). According to the results of research and recommendations for lymphatic filariasis, the prevention system is health promotion, community development and training of health workers. Conclusions: Highest gender characteristics was male, adult, level of education from elementary school, the respondents worked as farmers and had low-income levels. Keywords: Lymphatic Filariasis, Knowledge, Attitudes.
Pengaruh Pengetahuan, Sikap Ibu dalam Pemberian Taburia pada Balita Stunting Terhadap Berat Badan di Posyandu RW VIII Puskesmas Bulak Banteng Surabaya Rustini, Sri Anik; Rustam, Muh Zul Azhri
Jurnal Ilmiah Keperawatan STIKES Hang Tuah Surabaya Vol 15 No 2 (2020): October Edition
Publisher : Sekolah Tinggi Ilmu Kesehatan Hang Tuah Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30643/jiksht.v15i2.113

Abstract

The Taburia program is an effort to increase body weight in stunting toddlers. Some mothers do not know about the provision of taburia for stunting toddlers. The problem of stunting growth in toddlers is still common, especially in coastal communities, mothers do not understand how to meet the nutritional needs of children under five. The purpose of this study was to determine the knowledge, attitudes of mothers in giving taburia to stunting toddlers on body weight at posyandu. The research design used the One Group Pre-post Test Design on giving taburia and the Cross-Sectional Study to measure the knowledge and attitudes of mothers. The sample of the study was 150 mothers with stunting toddlers. The sample technique used simple random sampling. The independent variable of this study is knowledge, the mother's attitude is measured by a structured questionnaire. The dependent variable is measuring body weight using a weight scale. Data were analyzed by using Chi-Square test. The results of this study indicate that there is an effect on changes in body weight in giving taburia for two weeks for 2 months, and there is an influence between mother's knowledge and there is no effect of mother's attitude on body weight in giving taburia to stunting toddlers. The fulfillment of taburia nutrition in stunting toddlers can be optimal if the family is active in looking for the latest information about the provision of taburia and posyandu cadres often conduct socialization on giving taburia to stunting children.Keywords: Taburia, Mother's Knowledge, Mother's Attitude, Body Weight, Stunting
Sosialisasi dan Pendampingan Skrining Riwayat Kesehatan Mandiri pada Pasien BPJS Kesehatan di Puskesmas Sedati Amalia, Nuke; Rustam, Muh Zul Azhri; Amalin, Atika Mima; Susanti, Ari; Riestiyowati, Maya Ayu; Suhardiningsih, A.V. Sri
Jurnal Abdimas Jatibara Vol 3, No 1 (2024): Jatibara Vol.3 No.1 Agustus 2024
Publisher : STIKES Yayasan RS.Dr.Soetomo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29241/jaj.v3i1.1989

Abstract

One of preventive service is health history screening. Health history screening for BPJS Kesehatan patients can be done at primary health care and independently with smartphone. The implementation of health history screening for patients in the Puskesmas Sedati working area is still not optimal. The health history is important, so at the time of health service with medical professional, they no longer need to ask about the patient's health history. The purpose of this community development is to increase awareness in patients about the importance of health history screening and the achievement of completing BPJS Kesehatan health history screening at the Puskesmas Sedati. This method of community development includes the preparation, implementation and evaluation. The results obtained are that there are still some patients who do not understand the importance of health history screening. It provided by BPJS Kesehatan can be done independently by patients, but there are still patients who do not know how to use it, so they need assistance in filling out. The benefit of health history screening is for early detection of the risk of diseases, not to lead to the diagnosis of the diseases. The community development activities need to be carried out continuously, so the screening can continue to be carried out every year independently
Profil Kesehatan Dasar Lansia Melalui Pemeriksaan Tekanan Darah Dalam Rangka Peringatan Hari Lanjut Usia Nasional di BKKKS Jatim Rustam, Muh Zul Azhri; Susanti, Ari; Amalia, Nuke; Riestyowati, Maya Ayu
Jurnal Abdimas Jatibara Vol 1, No 1 (2022): Jatibara Vol.1 No.1, Agustus 2022
Publisher : STIKES Yayasan RS.Dr.Soetomo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29241/jaj.v1i1.1108

Abstract

Elderly is someone who has reached the age of 60 years and over. The older you get, the greater the risk for experiencing health problems, because of the degenerative process. The most common degenerative disease that affects the elderly is hypertension. The purpose of this study was to determine the basic health profile of the elderly through blood pressure checks in commemoration of the National Elderly Day in East Java Social Welfare Activities Coordinating Board (BKKKS). Methods This research was conducted in three stages, namely preparation, implementation and evaluation using an accidental sampling of 125 elderly participants. The results Most of the elderly participants had normal blood pressure as much as 51.20% compared to those with hypertension as much as 48.8%, because before doing the blood pressure check, they had physical activities such as morning exercise together. Most of the elderly have normal blood pressure
Efektivitas Terapi Musik Klasik Dalam Menurunkan Tingkat Kecemasan Pada Pasien Kanker Payudara Yang Menjalani Kemoterapi Pertama Rustam, Muh Zul Azhri; Suhardiningsih, A.V. Sri; Athiah, Ani Christin
Jurnal Keperawatan Muhammadiyah Vol 9 No 3 (2024): JURNAL KEPERAWATAN MUHAMMADIYAH
Publisher : UNIVERSITAS MUHAMMADIYAH SURABAYA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/jkm.v9i3.22560

Abstract

Objective: The purpose of this study was to determine the effectiveness of classical music therapy in decreasing the anxiety of breast cancer patients undergoing their first chemotherapy.Methods: This research design is Quasi-Experimental with a Pre-Post Test Design. The sample of this research is breast cancer patients who will undergo the first chemotherapy. The sampling technique used was the Non-probability Sampling technique with a Quota Sampling approach.Results: The results obtained in the Wilcoxon Signed Rank Test in the treatment group obtained a significance value (p) = 0.000 smaller than α = 0.05 so that the hypothesis is accepted. There is a significant difference in anxiety before and after intervention in the treatment group. While the results of the Mann Whitney U Test obtained a significance value (p) = 0.000 is smaller than α = 0.05 so that the hypothesis is accepted, there is a significant difference in anxiety between the treatment group and the control group.Conclusion: Classical music therapy can calm the mind and control emotions. Classical music can also help patients as it can distract them from unpleasant events.
Determinan Keberhasilan Pengobatan Multi Drug Therapy Pada Penderita Kusta Tipe Multibaciler Rustam, Muh Zul Azhri
Jurnal Manajemen Kesehatan Yayasan RS.Dr. Soetomo Vol 4, No 1 (2018): JMK Yayasan RS.Dr.Soetomo, Pertama 2018
Publisher : STIKES Yayasan RS.Dr.Soetomo

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (203.367 KB) | DOI: 10.29241/jmk.v4i1.102

Abstract

ABSTRAK Pengobatan MDT pada penderita kusta tipe Multibaciler (MB) adalah kegiatan menelan minum obat MDT secara intensif selama 12 bulan bagi penderita kusta tipe MB di Provinsi Sulawesi Selatan. Penyakit kusta tipe MB tidak dapat menyebabkan kematian, akan tetapi bila tidak menjalani pengobatan MDT menyebabkan kecacatan, masalah psikososial, stigma, dan penurunan produktivitas. Penelitian ini bertujuan untuk menganalisis faktor yang mempengaruhi keberhasilam pengobatan MDT pada penderita kusta tipe MB di Provinsi Sulawesi Selatan. Metode penelitian yang menggunakan CrossSectional. Teknik pengambilan sampel menggunakan Purposive Random RandomSampling untuk menentukan populasi penelitian, sehingga sampel yang diperoleh terdiri dari 47 sampel untuk Kota Makassar dan Kabupaten Pangkep. Hasil penelitian menggunakan ujistatistik regresi logistic pada variabel pelayanan kesehatan; akses pelayanan kesehatan tidak ada pengaruh terhadap kepatuhan minum obat MDT(p-value= 0,082>0,05), peran petugas kesehatan ada pengaruh terhadap kepatuhan minum obat MDT (p-value= 0,003<0,05) dan ketersediaan obat ada pengaruh terhadap kepatuhan minum obat MDT(p-value= 0,001<0,05), dan faktor kepatuhan minum obat ada pengaruh terhadap pengobatan MDT (p-value= 0,000<0,05). Simpulan dari hasil penelitianinidiartikandenganpasien yang mempunyai peran petugas kesehatan yang baik dan ketersediaan obat MDT yang selalu tersedian disarana pelayanan kesehatanberpengaruhterhadapkepatuhanminumobat MDT Kata Kunci: Release From Treatment, Multi Drug Therapy, KustaTipeMulti Baciler.
Analisis Prediksi Kunjungan Pasien Dengan Metode Autoregresiive Integrated Moving Average di Rumah Sakit Ibu dan Anak Putri Surabaya Rustam, Muh Zul Azhri; Amalia, Nuke; Riestiyowati, Maya Ayu
Jurnal Manajemen Kesehatan Yayasan RS.Dr. Soetomo Vol 8, No 1 (2022): JMK Yayasan RS.Dr.Soetomo, Pertama 2022
Publisher : STIKES Yayasan RS.Dr.Soetomo

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (336.893 KB) | DOI: 10.29241/jmk.v8i1.929

Abstract

Rumah sakit sebagai fasilitas pelayanan kesehatan keberadaannya sangat dibutuhkan tidak hanya pada bidang pelayanan tetapi perlu pencatatan dan pendokumentasian hasil pemeriksaan, pengobatan, tindakan dan pelayanan lain yang telah diberikan kepada pasien yang dicatat pada dokumen rekam medis. Setiap pasien yang mendapatkan pelayanan medis dirumah sakit akan mendapatkan dokumen rekam medis untuk mendokumentasikan riwayat kesehatannya. peningkatan kunjungan pasien kadang tidak sejalan dengan kesiapan pihak rumah sakit dalam pemenuhan fasilitas dan alat penunjang pelayanan. Tujuan penelitian untuk memprediksi jumlah kunjungan pasien. jenis penelitian yang digunakan penelitian kuantitatif dan teknik sampling yang digunakan adalah total sampling dengan melihat data rekapan kunjungan lima tahun terakhir di unit rekam medis dan analisis yang digunakan adalah metode ARIMA dalam memprediksi data kunjungan. Hasil prediksi dari kunjungan pasien untuk dua tahun kedepan cenderung naik cukup fluktuatif dengan total sebesar 5163 kunjungan pasien pada pasien rawat jalan, dengan nilai Mean Absolute Percentage Error (MAPE) sebesar 19% dengan model ARIMA (2,1,2) yang artinya prediksi kunjungan pasien dapat cukup akurat dan dapat dipercaya. Sehingga kedepannya rumah sakit harus mampu meningkatkan fasilitas dan kualitas dalam pelayanannya. Agar proses pelayanan pasien yang berkunjung dapat terlayanni dengan efektif dan efisien.