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<![CDATA[Medical Record Analysis to Predict Heart Failure Patient Survival Using Data Mining ]]>
<![CDATA[Irma, Ade]]>;
<![CDATA[Cholifatul Izza, Nurril]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024): Health Information and Management ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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DOI: 10.51851/jmis.v9i1.468
<![CDATA[Research on heart failure patient medical record analysis is a complex healthcare issue with broad implications across various sectors. The primary focus is on extracting insights from large and complex data sets, using ensemble algorithms such as Random Forest, Extreme Gradient Boosting, Extra Tree, and AdaBoost. The results showed that Random Forest performed best with an accuracy of 0.84% and an AUC of 0.89 across 299 medical records sampled in this study. This indicates high effectiveness in classifying patients based on their survival potential. Data mining can significantly support evidence-based medical decision-making and improve heart failure disease management by providing deeper insights through the identification of patterns and correlations in health data. This approach enables improved patient care quality and provides methodological recommendations for future clinical practice.]]>
<![CDATA[Design of Web-Based Medical Record Application in the Computer Laboratory of Awal Bros University ]]>
<![CDATA[Anisa, Desfa]]>;
<![CDATA[Farhansyah, Fani]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024): Health Information and Management ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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DOI: 10.51851/jmis.v9i1.470
<![CDATA[Computer technology is no longer something foreign to society, especially for those who are directly involved in the world of computers. With computer technology, data processing is much faster and easier and produces more accurate data compared to manual systems. The medical record application is an application that can manage patient data, the application contains the patient's identity, examination results, payments and other services that have been provided to the patient. Practicum in the Computer Laboratory of DIII Medical Records and Health Information Study Program, Awal Bros University is carried out every semester for students from semester I to semester V. To support student practicum activities, a medical record application is needed that students can use in the Computer Laboratory. In the Computer Laboratory of the DIII Medical Records and Health Information Study Program, there are several applications installed on each computer. However, it was felt that it was still not enough to support activities during practicum. For this reason, it is necessary to add applications to each computer so that students can better understand the use of medical record applications during the practicum. The aim of this research is to design a web-based medical record application in the Computer Laboratory of DIII Medical Records and Health Information Study Program, Awal Bros University. The application to be designed uses the PHP programming language and MySQL database]]>
<![CDATA[Stunting Prevalence and Human Development Index Using a Spatial Approach in West Java in 2021 ]]>
<![CDATA[Utami, Gea Puteri]]>;
<![CDATA[Rahmaniati, Martya]]>;
<![CDATA[Bagus, Nurzahara]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024): Health Information and Management ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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DOI: 10.51851/jmis.v9i1.476
<![CDATA[Stunting is a recognized growth and development disorder in children that has long-term impacts such as mental retardation, low learning ability, and the risk of chronic disease. According to the World Bank (2016), stunting can cause long-term economic losses of 2-3% (potential losses of IDR 260 trillion - IDR 390 trillion per year). West Java is one of the most populous provinces in Indonesia (49.5 million people in 2023), with a high stunting rate of 24% (2021), above the national average. This study aims to examine the prevalence of stunting and the Human Development Index in regencies and cities in West Java Province in 2021 descriptively using a geographic information system (GIS) application.]]>
<![CDATA[Gambaran Kejelasan Penulisan Diagnosa dan Keakuratan Kodefikasi Gangguan Sistem Cardiovasculer Berdasarkan ICD-10 Di Rumah Sakit Rafflesia Bengkulu ]]>
<![CDATA[Harmanto, Deno]]>;
<![CDATA[Budiarti, Anggia]]>;
<![CDATA[Sri Rahayu, Dinda]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024) ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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<![CDATA[Kodefikasi diagnosis Gangguan Sistem Cardiovasculer sangat penting dilakukan secara tepat dan akurat, ketidakakuratan kode yang sering ditemukan pada berkas rekam medis seperti tidak jelas penulisan diagnosa bahkan tidak lengkap dokumen pendukung serta tidak ada kode karkter ke-4 pada diagnosa Hearth Filure. Jika kodefikasi tidak dilaksanakan dengan akurat akan berdampak pada kesalahan indeks pencatatan penyakit dan tindakan. Data informasi informasi laporan tidak akurat serta ketidaktepat tarif INA-CBG's. Penelitian ini bertujuan untuk Gambaran Kejelasan Penulisan Diagnosa dan Keakuratan Kodefikasi Gangguan Sistem CardiovasculerBerdasarkan ICD-10 Di Rumah Sakit Rafflesia Bengkulu. Jenis penelitian adalah deskriptif data yang digunakan adalah data primer dan data skunder yang diolah secara univariat, cara pengumpulan data melalui wawancara dan observasional. Alat yang digunakan kuisioner dan lembar ceklis dengan pengamatan secara langsung dengan objek 176 berkas rekam medis diagnosa Hearth Filure. Dari 176 berkas rekam medis diagnosa Gangguan Sistem Cardiovasculer terdapat keakuratan kode berdasarkan ICD-10 sebagian besar 64 berkas (36%) yang akurat dan sebanyak 112 berkas (64%) tidak akurat, pada kejelasan penulisan diagnosa pada resume medis sebagian kecil 56 berkas (32%) jelas, tetapi sebagian besar 120 berkas (68%) tidak jelas. Sebaiknya petugas koder sebelum melaksanakan kodefikasi cek kelengkapan dokumen pendukung terlebih dahulu dan mengikuti pelatihan kodefikasi untuk menambah pemahaman tentang pelaksanaan klasifikasi dan kodefikasi penyakit.]]>
<![CDATA[Tinjauan Pelaksanaan Coding Diagnosa Dan Tindakan Pada Implementasi Rekam Medis Elektronik Puskemas Botania ]]>
<![CDATA[Riska Pradita]]>;
<![CDATA[Monadia]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024) ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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<![CDATA[One of the activities in administering electronic medical records is coding diagnoses and medical procedures. Coding is the activity of providing clinical classification codes based on the international classification of diseases and medical procedures ICD 10, ICPC, and ICD 9-CM. The implementation of coding in electronic medical records also provides very significant changes because providing the correct code has the potential to impact the income of the Community Health Center. In carrying out coding, coding of medical actions is not carried out based on the ICD-9CM classification and codefication standards for medical actions. Apart from that, in accessing electronic medical records there is only one account used by all levels of the Health profession at the Botania Health Center, so it is feared that just anyone can change the contents of the electronic medical record. Based on this description, the researcher aims to conduct a review regarding coding challenges in the implementation of Electronic Medical Records, so that Community Health Centers can increase the accuracy and completeness of diagnosis and action codes. This type of research is a qualitative analysis with a cross-sectional design that reviews the challenges in coding electronic medical records. Data collection used observation, interviews and document study methods. The results of this research show that coding of medical actions in Electronic Medical Records does not comply with ICD-9 CM standards. The challenges include Man's needs not being in line with his qualifications, and also not understanding the system. In the method aspect, there is no SOP Coding as a standard for implementing coding in electronic medical records. Regarding the machine aspect, the features of the electronic medical record system are not complete according to standards and coding requirements. An unstable network that does not guarantee secure access to electronic medical record data is a challenge for Community Health Centers related to material aspects, as well as related to the money aspect for the costs of developing electronic medical records.]]>
<![CDATA[The Impact of Medical Records Management Training on the Quality of Medical Documentation in Healthcare Services ]]>
<![CDATA[Wati, Lienda]]>;
<![CDATA[-, Limisran]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024): Health Information and Management ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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DOI: 10.51851/jmis.v9i1.482
<![CDATA[Accurate and efficient medical documentation is key to providing quality healthcare. Effective medical records management can improve diagnostic accuracy, speed of service, and compliance with legal and ethical standards. This study aims to assess the impact of medical records management training on the quality of medical documentation in healthcare services, specifically at the PKU Muhammadiyah inpatient primary clinic. This research used a single-case study design involving staff at the clinic. Participants underwent a series of training sessions covering legal and ethical aspects, the use of medical records systems, and documentation and coding skills. The sample consisted of five healthcare workers. Assessments were conducted through pre- and post-tests measuring knowledge, as well as in-depth interviews with participants regarding the training. Data were analyzed using the Wilcoxon signed-rank test with a significance level of α≤0.05. The results showed a significant difference between pre- and post-training levels (p=0.03). Analysis of the in-depth interviews revealed increased participant confidence in managing medical records and perceptions of training utilization. Therefore, this study could significantly improve the quality of medical documentation.]]>
<![CDATA[The Influence of Knowledge About HIV/AIDS on Adolescents' Willingness to Play an Active Role in the Youth Information and Counseling Center (PIK-R) Program ]]>
<![CDATA[-, Nurlindawati]]>;
<![CDATA[widyawati, Sri]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024): Health Information and Management ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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DOI: 10.51851/jmis.v9i1.484
<![CDATA[Adolescence is a productive age that is very vulnerable to contracting HIV-AIDS, because when teenagers experience high sexual urges and are always looking for information about sex, and the knowledge and knowledge related to reproductive health that they obtain is very lacking. Many teenagers prefer to look for various sources of information that they can obtain, such as accessing adult sites on the internet, trying to masturbate, making out or even having sex with their girlfriend. The PIK-R program is a program of, by and for teenagers which was created as an effort to reduce the number of HIV/AIDS cases. This research aims to see the willingness or interest of teenagers to play an active role in the PIK-R program before and after being given education about PIK-R. This research uses a Quasi Experimental method without a control group with a One Group Pre-Test and Post-Test approach. Data after research is primary data collected using research instruments in the form of questionnaires which will be announced to respondents before and education is provided. The analysis used is Paired Samples T-Test. The sample in this study was 100 class XII students majoring in Office and Accounting at one of the vocational schools in Jakarta with inclusion and exclusion criteria. The research results obtained were that the majority of students' knowledge about PIK-R increased, had the perspective that PIK-R was important, agreed that PIK-R was held at school, and were willing to actively participate in the PIK-R program after being given education about PIK-R. The conclusion is a person's willingness to accept and apply something new, the need for introduction and learning to be remembered, then understood and then applied.]]>
<![CDATA[Evaluation of the quality of health applications using the System Usability Scale ]]>
<![CDATA[Afrizal, Sandra]]>;
<![CDATA[Prihatni, Rima]]>;
<![CDATA[Priyo Hastono, Sutanto]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024): Health Information and Management ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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DOI: 10.51851/jmis.v9i1.492
<![CDATA[Current technological developments have made it easier for the public to access online healthcare services. One such online healthcare provider is Halodoc. The application has been downloaded by millions of people in Indonesia. Therefore, the purpose of this study was to evaluate the quality of Halodoc, a healthcare application, using the System Usability Scale (SUS) method. This research method utilized a survey distributed via Google Forms containing ten questions about users' experiences using the Halodoc healthcare application. The results showed that the average SUS score was 78.8, categorized as good. The study concluded that the Halodoc application had a fairly good level of acceptance, was easy to use, and respondents who had previously used the application understood its benefits. Several suggestions were provided for the development of this application, including the addition of a personal medical record feature, additional payment methods, and an emergency feature.]]>
<![CDATA[Telemedicine Innovation for Stunting Education: Moving the Young Generation in Central Lampung ]]>
<![CDATA[Syahroni, Arfan]]>;
<![CDATA[Andriani, Silvia]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024): Health Information and Management ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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DOI: 10.51851/jmis.v9i1.496
<![CDATA[Stunting is a condition in which a child's height falls below -2 standard deviations (SD) on the WHO growth curve, indicating that the child is short or very short. Indonesia's health development in the 2020-2024 period is focused on several priority programs, one of which is reducing stunting rates. One effort that can be made is increasing public knowledge about stunting prevention. This study aims to determine the effect of telemedicine based on a growth and development application on Android devices on improving the knowledge of adolescents in Central Lampung Regency. This research is a quantitative study using a cross-sectional study design. The sampling technique used was purposive sampling. The tools used in this study were an Android-based application and a questionnaire. Data analysis will be conducted using the non-parametric test (Wilcoxon). This study was conducted at SMA N 1 Sendang Agung with a sample of 54 respondents. The results of the study showed a significant effect of telemedicine (growth and development app) on improving adolescents' knowledge about stunting, with a p-value of 0.002 < 0.05. This indicates that the intervention through the app successfully improved adolescents' understanding of stunting. Increasing knowledge about stunting through the use of the growth and development app has proven effective. This app not only provides theoretical information about growth and development but also provides usable access, such as direct consultations with doctors. Therefore, recommendations can be given to expand the use of this app to more schools and other community groups to increase awareness and knowledge about stunting prevention widely.]]>
<![CDATA[Analysis of the Implementation of the BPJS Patient Contact Rate at the Cibodas Community Health Center, Lembang District, West Bandung Regency ]]>
<![CDATA[Setiawati, Anggi]]>;
<![CDATA[Hadihtya, Riyan]]>
<![CDATA[ Jurnal Manajemen Informasi Kesehatan (Health Information Management) Vol. 9 No. 1 (2024): Health Information and Management ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Kesehatan Sapta Bakti ]]>
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DOI: 10.51851/jmis.v9i1.499
<![CDATA[The implementation of the contact rate is one of the indicators that must be met by primary healthcare facilities, namely Community Health Centers (Puskesmas), as a requirement for Performance-Based Capitation (KBK). The contact rate is the number of contacts, either in the form of medical visits or consultations, made by patients at the Cibodas Community Health Center, specifically BPJS patients. The purpose of this study was to analyze the implementation of the BPJS patient contact rate at the Cibodas Community Health Center to determine whether it has met the target and the factors contributing to its achievement. This research method used a qualitative case study approach, distributing questionnaires to BPJS patients registered at the Cibodas Community Health Center. The subjects were BPJS patients registered at the Cibodas Community Health Center who had previously had contact with the Community Health Center. The results of this study indicate that the Cibodas Community Health Center has not yet achieved its contact rate target. The influencing factors were not the quality of the facility or the services provided by the healthcare workers.]]>
