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Aplikasi SABARSON (Si Penjaga Kualitas Rumah Sakit) Sebagai Early Warning System: SABARSON Application: The Guardian Of Hospital Quality As An Early Warning System Alfina Lailatul Maghfiroh; Umi Khoirun Nisak
Jurnal Penelitian Sekolah Tinggi Ilmu Kesehatan Nahdlatul Ulama Tuban Vol. 5 No. 1 (2023): JURNAL PENELITIAN
Publisher : Institut Ilmu Kesehatan Nahdlatul Ulama Tuban

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47710/jp.v5i1.189

Abstract

Determining the quality of hospital service is about the efficiency of bed management. In some hospitals, Barber Johnson graphs are still described in Microsoft Excel, but the BOR indicator has not been displayed. SABARSON:  The Guardian of Hospital Quality as an Early Warning System is a creative innovation in system design that can be used to determine the quality of a hospital by displaying a graph of the four indicators BOR, LOS, BTO, and TOI. This type of design uses the system development method with the development life cycle (SDLC) approach with the stage of problem identification, reference search, dataflow and concept preparation, color palette preparation, system design, and system implementation. The purpose of this study is to help and facilitate medical record workers in describing or displaying a Barber Johnson graph quickly and precisely. This study resulted in several interface design results such as login, BOR, TOI, LOS, BTO, report recapitulation, and Barber Johnson graphic. 
ANALISIS TINGKAT EFISIENSI DAN OUTCOME PELAYANAN DI RS AISYAH SITI FATIMAH SIDOARJO SELAMA PANDEMI COVID-19 Umi Khoirun Nisak; Titin Wahyuni; Nova Mellania; Cholifah .
Jurnal Informasi Kesehatan Indonesia (JIKI) Vol 7 No 2 (2021): Jurnal Informasi Kesehatan Indonesia (JIKI)
Publisher : Politeknik Kesehatan Kemenkes Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31290/jiki.v7i2.2968

Abstract

Latar Belakang: Rumah Sakit selama masa Pandemi COVID-19 berusaha keras untuk menurunkan angka kematian dan kesakitan akibat COVID-19. Analisis efisiensi RS dan outcome pelayanan RS diperlukan untuk memperbaiki dan menilai kualitas pelayanan RS yang diberikan kepada pasien. Dalam mengukur efisiensi pelayanan yang diberikan oleh Rumah Sakit digunakan analisis penggunaan tempat tidur melalui grafik Barber Johnson Untuk menilai outcome suatu pelayanan melalui angka mortalitas dan morbiditas. Subjek dan Metode: Penelitian ini adalah penelitian deskriptif dengan pengumpulan data secara wawancara kepada tenaga kesehatan yang meliputi Profesional Pemberi Asuhan (PPA) sebanyak 10 orang dan studi dokumen. Penelitian dilakukan selama Agustus Desember 2021. Data yang diperolah diolah menjadi data prosentase dan grafik Barber Johnson. Hasil: Hasil Penelitian Angka mortalitas pada bulan juni 24,2% dan Juli 41,7%. Grafik barber Johnson berada pada area tidak efisien. BTO pada bulan juni dan juli 2021 adalah 5 dan 3, TOI pada bulan juni dan juli 2021 adaalag 2.6 dan 6.9. Kesimpulan: RS Aisyiyah Siti Fatimah Sidoarjo masih belum masuk ke dalam daerah efisien Grafik Barber-Johnson. Angka mortalitas dan morbiditas juga tinggi karena pandemic COVID-19. Strategi yang dapat dilakukan dengan mengadakan menambah tempat tidur yang tersedia selama Pandemi COVID-19 sebagai upaya mitigasi bencana RS, dan memperbaiki menambah alat-alat penunjang pelayanan medis terkait COVID-19 agar pelayanan rawat inap menjadi efisien.
Adolescent Health Care Education: A Community Intervention Cholifah Cholifah; Siti Aisyah Lutfiyah; Umi Khoirun Nisak
Indonesian Journal of Cultural and Community Development Vol 14 No 2 (2023): June
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijccd.v14i2.973

Abstract

This study addresses the imperative of imparting effective hygiene practices to adolescents to mitigate menstrual health issues and infectious diseases. Focused on the Ketegan Village area, our Youth Health Care Education program aimed to instill the significance of proper hand hygiene, particularly in the context of viral and bacterial infections, among children aged 6-10 and adolescents aged 11-14. Employing a community-based approach, the program integrated educational activities to encourage consistent hand washing with soap before and after daily tasks. The outcomes revealed a substantial increase in awareness and adherence to hand hygiene practices among the targeted age groups. By equipping adolescents with essential knowledge during formative years, this initiative bears implications for sustained hygiene habits, thereby reducing the susceptibility to health complications associated with inadequate hygiene practices. Highlights: Community-based approach: The program utilized a community-focused strategy to ensure effective education and behavior change. Age-specific targeting: The initiative catered to different age groups, emphasizing the importance of hygiene practices among children and adolescents. Sustained impact: The study showed increased awareness and adherence to hand hygiene, indicating potential long-term benefits for health outcomes. Keywords: Adolescents, Hygiene practices, Youth Health Care Education program, Hand washing, Infectious diseases
Evaluation of the Implementation of the ASIK Program (a Health Application in Indonesia) for Child Immunization Report in the Ngoro Mojokerto Public Health Center Nabilah Amirah Filda Rahmania; Cholifah Cholifah; Umi Khoirun Nisak
ACTIVE: Journal of Physical Education, Sport, Health and Recreation Vol 12 No 2 (2023)
Publisher : Department of Physical Education, Sport, Health and Recreation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/active.v12i2.69338

Abstract

The evaluation implementation in this application aims to trial the ASIK Application program (a Health Application in Indonesia), one of which is an achievement from the Indonesian Ministry of Health on National Child Immunization (BIAN) 2022. The purpose of the research is to find out the results of implementing the use of the ASIK application in inputting and monitoring data on the development of patients or program participants for all health workers who are applied to immunization at the puskesmas. The method used in this study was quantitative. The samples were all users of ASIK application in the Ngoro Public Health Center, with 102 respondents. Data analysis used simple linear regression analysis. The results obtained are five heuristic components, but the results that significantly influence variables with a significance value of <0.05 are the Consistency and Standard components with a result of 0.0001. It can be concluded that the ASIK application is beneficial in work, but it still influences the application, which should be reassessed immediately
Audit Kode Klinis Pasien Rawat Inap Jaminanan BPJS Kesehatan Di Rumah Sakit Tipe C Dan D Wilayah DIY Hosizah, Hosizah; Puspita Ningsih, Kori; Nisak, Umi Khoirun; Widjaja, Lily
Jurnal Ilmiah Perekam dan Informasi Kesehatan Imelda (JIPIKI) Vol. 9 No. 2 (2024): Jurnal Ilmiah Perekam dan Informasi Kesehatan Imelda Edisi Agustus
Publisher : Akademi Perekam dan Informasi Kesehatan Imelda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52943/jipiki.v9i2.1707

Abstract

The quality of diagnosis codes is an important part of the hospital management level. The impact of a lack of quality diagnosis codes is the potential to reduce hospital income. A clinical coding audit needs to be conducted to review and analyze discovered errors and attempt to trace their source. The purpose of this research is to audit the code. The research approach was carried out through a quantitative descriptive approach. The research population was inpatient medical records of BPJS Health patients. Sample calculations use Slovin, with a margin of error of 10%. In this study, the clinical coding audit involved 3 coders in each hospital, coding experts from senior practitioners from Type B Hospitals and experts from academics. The results of the clinical code audit showed that the timeliness aspect was 100%, accuracy was 92.5%, completeness was 91.0%, relevance, and legitimacy were 87.5% each, while the lowest was in the reliability aspect at 80.0%. The results of the legibility aspect are in line with the results of relevance. This shows that determining clinical codes for case mix purposes must be supported by complete documentation of the patient's medical records.
THE EFFECT OF SYSTEM QUALITY ON THE USE OF HOSPITAL MANAGEMENT INFORMATION SYSTEMS AT THE 'AISYIYAH SITI FATIMAH HOSPITAL, SIDOARJO Hadikasari, Alfinda Ayu; Indahyanti, Uce; Cholifah, Cholifah; Nisak, Umi Khoirun
Jurnal Penelitian Sekolah Tinggi Ilmu Kesehatan Nahdlatul Ulama Tuban Vol. 4 No. 1 (2022): JURNAL PENELITIAN
Publisher : Institut Ilmu Kesehatan Nahdlatul Ulama Tuban

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (652.927 KB) | DOI: 10.47710/jp.v4i1.163

Abstract

Based on initial data obtained from Aisyiyah Siti Fatimah Hospital, Tulangan Sidoarjo, the use of SIMRS in the hospital is still not optimal, which is only 60% of the features provided. The purpose of this study was to analyze the influence of human resource factors and technological suitability on the utilization of hospital management information systems with a case study at the Hospital 'Aisyiyah Siti Fatimah Tulangan Sidoarjo. The type of research is quantitative research and the research design is causal associative research with the HOT Fit method approach. The data used is primary data by distributing questionnaires to SIMRS users. The sample size is 108 SIMRS users at the Hospital 'Aisyiyah Siti Fatimah Tulangan Sidoarjo. Samples were taken by simple random sampling with lottery technique and then recapitulation of data was then presented in the frequency tabulation table and tested by simple linear regression using SPSS.The results of the study using a simple linear regression test were the influence between the quality of the system and the use of the system on the hospital management information system at the Hospital 'Aisyiyah SIti Fatimah Tulangan Sidoarjo with a significance value (p) of 0.0001 then the value (p) <0.05 so that H0 is rejected, which means that there is a real or significant effect between system quality variables and system use.
CORRELATION OF SUPPORTING INFORMATION COMPLETENESS FACTORS WITH THE ACCURACY OF DISEASE CODING AT 'AISYIYAH SITI FATIMAH HOSPITAL OF SIDOARJO Mellania, Nova; Rossarini, Anna; Nisak, Umi Khoirun; Cholifah, Cholifah
Jurnal Penelitian Sekolah Tinggi Ilmu Kesehatan Nahdlatul Ulama Tuban Vol. 4 No. 1 (2022): JURNAL PENELITIAN
Publisher : Institut Ilmu Kesehatan Nahdlatul Ulama Tuban

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (535.33 KB) | DOI: 10.47710/jp.v4i1.164

Abstract

Based on the data obtained from the observation on the inpatient medical record file of the Hospital 'Aisyiyah Siti Fatimah Tulangan Sidoarjo that the initial data shows that there are still medical record files with inaccurate diagnosis codes that do not match as much as (33%). The purpose of this study is to determine the relationship between the completeness of supporting information factors that affect the accuracy of disease coding in inpatient medical record files at the 'Aisyiyah Siti Fatimah Hospital, Tulangan Sidoarjo. This research method uses quantitative research with correlational research which has the aim of determining whether or not there is a relationship between two or more measurable variables. Data collection was carried out in August-October using a check list sheet by observing the inpatient medical record data. The population in this study were all inpatient medical record files in August-October 2021 and the sample in this study was 231 inpatient medical record files at the Hospital 'Aisyiyah Siti Fatimah Tulangan Sidoarjo with random sampling which was presented in the frequency table and cross tabulation, then tested using the Chi Square Test.The results of the Chi Square test of this study indicate that the supporting information completeness factor variable has a relationship with the accuracy of disease coding because the p value <0.05, which means Ho is rejected. The results show that the p value of the completeness of supporting information factor = 0.022.In this study, it is recommended to improve the quality of coding by increasing the completeness of the file, and can produce an accurate data by conducting coding training and evaluating coding audits to support the accuracy of disease coding.
Extraction of EEG Signal Recording Features using Discrete Wavelet Transform (DWT) Method For Classification Of Ictal Epilepsy: Ekstraksi Fitur Rekaman Sinyal EEG menggunakan Metode Discrete Wavelet Transform (DWT) Untuk Klasifikasi Iktal Epilepsi Eviyanti, Ade; Fitrani, Arif Senja; Nisak, Umi khoirun
Procedia of Social Sciences and Humanities Vol. 3 (2022): Proceedings of the 1st SENARA 2022
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/pssh.v3i.231

Abstract

Epilepsy is the most common neurological disorder in humans characterized by recurrent ictal (convulsions). Ictalism is defined as a sudden change in the electrical function of the brain, resulting in behavioral changes, such as loss of consciousness, jerky movements, loss of breath and temporary memory. Epilepsy is a chronic, non-communicable brain disease that affects about 50 million people worldwide. Electroencephalogram (EEG) signals contain important details regarding the electrical actions performed by the brain. EEG signal analysis is important for detecting diseases, one of which is epilepsy. However, these signals can be complex and require human expertise. The random, non-stationary behavior of the EEG signal makes ictal prediction difficult. So ictal detection and prediction is a very important issue. Various signal processing methods along with feature extraction are adapted to categorize EEG signal segments to obtain specific characteristics of the signal. The purpose of this paper is to improve the accuracy of the classification of epileptic ictal, then the EEG signal feature extraction is carried out so that the specific characteristics of the signal needed in the trial process are obtained. The study data used EEG signals from 24 patients from the CHB-MIT EEG public dataset from Children's Hospital, Boston. Signals were recorded from 23 epileptic children (of which 2 cases were obtained from the same child at 1.5 year intervals). The approach presented in this paper for feature extraction uses the Discrete Wavelet Transform (DWT) method to obtain the characteristics of the EEG signal, while for the classification process using the SVM method. It is hoped that the proposed method can detect epileptic ictal using EEG signal recording.
Factors influencing the Implementation of Electronic Medical Records (Remics) based on Unified Theory of Acceptance and Use of Technology (UTAUT) in Sidoarjo Hospital: Faktor yang mempengaruhi Implementasi Rekam Medis Elektronik (Remics) berdasarkan Teori Unified Theory of Acceptance and Use of Technology (UTAUT) di RSUD Sidoarjo Cholifah; Dijaya, Rohman; Gracia, Aisyah Silvia; Nisak, Umi Khoirun
Procedia of Social Sciences and Humanities Vol. 3 (2022): Proceedings of the 1st SENARA 2022
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/pssh.v3i.264

Abstract

Information and Communication Technology has played an important role in improving the efficiency, quality and access to health services. Despite the unintended consequences of information technology in health care and treatment, current studies consistently prove that care and treatment in health care makes technology a necessity for improving the quality of health services. There are few studies related to the adaptation of information technology in health services. In addition to the need for an adaptation process towards electronic medical records, hospitals and other health facilities need to anticipate problems that may arise from the use of electronic medical records. If the use of electronic medical records can be utilized properly, it is expected to facilitate more efficient health services and increase patient satisfaction in health services. This research is a quantitative research conducted analytically to describe the factors that influence the Implementation of Electronic Medical Records (Remics) based on the Unified Theory of Acceptance and Use of Technology (UTAUT) at Sidoarjo Hospital. Data obtained from survey results through questionnaires. The research population is all Health Workers in Sidoarjo Hospital. The sample of this study was Health Workers of RSUD Sidoarjo which were taken randomly with a total of 20 people. The study was conducted on March 1-25, 2022. The results showed that the direct effect of EE on BI was 0.061, which means that if EE increased by one unit, BI could increase by 6%. This effect is positive. The effect of FC on BI is -0.310, which means that if FC increases by one unit, BI can decrease by 31%. This effect is negative. The effect of SI on BI is -0.549, which means that if SI increases by one unit, BI can decrease by 54%, this effect is negative. From the results and discussion above, it can be concluded that the variables that influence the intention to use Electronic Medical Records (remics) in Sidoarjo Hospital are Effort Expectancy (EE), Facilitating Condition (FC) and Social Influence (SI).
Analisis Jumlah Prediksi Penyebaran HIV/AIDS di Kabupaten Sidoarjo menggunakan Metode Multiple Linier Regression Azizah, Risma Nur; Nisak, Umi Khoirun; indahyanti, Uce
Physical Sciences, Life Science and Engineering Vol. 1 No. 1 (2023): December
Publisher : Indonesian Journal Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47134/pslse.v1i1.163

Abstract

Berdasarkan sumber data yang diperoleh dari Dinas Komunikasi dan Informasi Provinsi Jawa Timur, jumlah kasus HIV/AIDS di Indonesia menempati urutan keempat terbanyak yaitu Provinsi Jawa Timur termasuk Kabupaten Sidoarjo. Tujuan dari penelitian ini adalah untuk memprediksi bahwa jumlah penderita HIV/AIDS di Kabupaten Sidoarjo yang semakin meningkat dari tahun ke tahun. Sumber data penelitian ini bersifat privat dari Dinas Kesehatan Kabupaten Sidoarjo. Data yang digunakan adalah dataset pada tahun 2020-2022, yang meliputi atribut dengan hasil prediksi penderita HIV/AIDS positif dengan nilai prediksi pada tahun 2023 yaitu 795,667, pada tahun 2024 934,167, sedangkan pada tahun 2025 1072,667. Data diolah dengan rapid miner menggunakan metode yang dipilih yaitu multiple linier regression berganda, karena data atribut yang dikumpulkan lebih dari satu. Untuk performa model regresi linier berganda yang dihitung dengan uji validasi root mean squared error (RSME) dengan hasil nilai 0.816 yang dimana semakin kecil hasil prediksinya maka semakin valid.