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Penerapan Data Mining untuk Memprediksi Siswa Berprestasi dengan Menggunakan Algoritma K Nearest Neighbor Sri Widaningsih
JATISI (Jurnal Teknik Informatika dan Sistem Informasi) Vol 9 No 3 (2022): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)
Publisher : Lembaga Penelitian dan Pengabdian pada Masyarakat (LPPM) STMIK Global Informatika MDP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35957/jatisi.v9i3.859

Abstract

The process of determining outstanding students at SMK Tunas Sinar Mandiri Cianjur is not only determined by academic scores, but considers several non-academic aspects such as gender, extracurricular activeness, presence, and personality. For academic scores, it is taken from the scores of productive subjects in class X and XI. To predict which student excel in class XII, data mining techniques can be applied using the k nearest neighbor (kNN) algorithm with k = 1. The stages of the data mining process follow the stages in Knowledge Discovery on Databases (KDD). This stage starts from selection, preprocessing, transformation, data mining, and evaluation / interpretation. The data transformation process uses the minimum method and the distance formula used is the euclidian distance. Making this data mining application follows the waterfall paradigm. From the results of the analysis and design using Unified Model Langunge (UML), several main pages were produced, namely managing student data, determining variables and variable weights. By applying this data mining techniqu it can make it easier for schools to prepare students who will get scholarships.
Implementasi Permenkes 65/2015 (Standar Pelayanan Fisioterapi) Dan Permenkes 43/2019 (Puskesmas) Wilayah Jawa Timur Fransisca Xaveria Hargiani; Ratna Wardani; Indasah Indasah; Rahmania Ambarika; Sentot Imam Suprapto
Jurnal Keperawatan Muhammadiyah Vol 7 No 3 (2022): JURNAL KEPERAWATAN MUHAMMADIYAH
Publisher : UNIVERSITAS MUHAMMADIYAH SURABAYA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/jkm.v7i3.15001

Abstract

Objective:  To find out the implementation of Minister of Health Regulation 65/2015 regarding Physiotherapy Service Standards and Minister of Health Regulation 43/2019 regarding Health Centers (Puskesmas) in the East Java region Physiotherapy as a health worker is regulated in the Physiotherapy service standard at the Puskesmas. Health center regulations do not have physiotherapists.Methods: This study uses a descriptive qualitative method, aiming to get a general understanding of reality from the participant's perspective. through in-depth interviews with informants. Sampling is non-probability with the type of purposive sampling. The inclusion criteria were the Head of the City/Regency Health Office whose working area did not yet have physiotherapy services at the Puskesmas and was willing to be an informant. While the exclusion criteria were the Head of the City/Regency Health Office whose work area already had physiotherapy services at the Puskesmas and was willing to be an informant. Sources of data obtained from interviews with informants and secondary data through document studies. The interview included an understanding of the meaning of physiotherapy in relation to services at the Puskesmas. based on Permenkes 65/2015 and what is his opinion about the presence of physiotherapists in several health centers in East Java. Document studies were obtained from the laws and regulations concerning physiotherapy and Puskesmas. Results:  Most of the informants interpreted physiotherapy as health workers in referral services, namely hospitals and joined in rehabilitation services. Not all informants understand about physiotherapy services at the Puskesmas because in writing there are no physiotherapists in Permenkes 43/2019. Meanwhile, the understanding of rehabilitation is interpreted as secondary and even tertiary services. The services at the Puskesmas are primary services, which are more promotive and preventive. Informants are of the opinion that the presence of personnel in the Puskesmas depends on the policies of each region and also the needs.Addition of personnel at the Puskesmas has an impact on regional budgets and capabilities, besides there is no clear list of service activities.The study of the Permenkes 65/2015 document clearly states the existence of physiotherapy services at the Puskesmas, but in Permenkes 43/2019 it has not been clearly stated that there are physiotherapists.Conclusion:  The implementation of Permenkes 65/2015 concerning Standards for Physiotherapy Services, especially in Puskesmas in the East Java region is still very minimal, namely 62 out of 968 Puskesmas (6.4%). Permenkes 43/2019 regarding Puskesmas has not stated the presence of physiotherapists, so there is no synchronization of laws and regulations related to physiotherapy services.
Initiation Model of Sustainable Human Resource Management Through Knowledge Sharing and Job Satisfaction Mochammad Eric Suryakencana Wibowo; Awanis Linati Haziroh; Febrianur Ibnu Fitroh Sukono Putra; Ririt Iriani Sri Setiawati
Journal of Economics, Business, and Government Challenges Vol. 5 No. 02 (2022): Journal of Economics, Business, and Government Challenges
Publisher : Faculty of Economics and Bussiness, UPN "Veteran" Jawa Timur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33005/ebgc.v5i02.218

Abstract

Initiation Model of Sustainable Human Resource Management Through Knowledge Sharing and Job Satisfaction
Compliance Analysis For The Use Of Covid-19 Personal Protective Equipment (PPE) Based On The Theory Of Planned Behavior On Health Workers Mimiet Ismurdijahmitra; Sentot Imam Suprapto; Ratna Wardani
Interest : Jurnal Ilmu Kesehatan INTEREST: Jurnal Ilmu Kesehatan Volume 11 Number 1 Year 2022
Publisher : Poltekkes Kemenkes Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37341/interest.v0i0.490

Abstract

Background: One way to prevent the spread of the Covid-19 virus to health workers is to adhere to the use of personal protective equipment. Increased compliance by health workers will increase awareness of the dangers of Covid-19 infection. Methods: Use a cross-sectional approach to design and conduct a descriptive analysis of the research. The population of all health workers at the Usada Buana Inpatient Main Clinic Surabaya, with a sample of 102, was determined by a proportional random sampling technique. Structural Model Analysis (SEM-PLS) with significance T Value > 1.64, with steps: designing a measurement model (outer model), designing a structural model (inner model), constructing a path diagram, converting a path diagram to a system of equations, estimating path coefficient, loading, and weight, evaluating the goodness of fit, and hypothesis testing. Results: The results showed that 48% of the excessive or low intentions of health workers in the use of COVID-19 PPE can very well be explained by attitudes (X1), subjective norms (X2), and perceptions of behavioral control (X3). In the meantime, 65.1% of the excessive or low adherence to COVID-19 PPE in medical examiners can be defined with the aid of the version used in this study (the model idea of deliberate conduct), and other variables outside this study version explain the rest (34.1%). Conclusion: Attitudes, subjective norms, and perceived behavioral controls can affect compliance with PPE use through intention mediation. Further studies are also endorsed to behavior research on the layout of instructional interventions based totally on the Theory of planned conduct in enhancing medical experts' compliance with adherence to PPE.
Efektivitas Pemberian Aplikasi Siper-B terhadap Pengetahuan, Kepercayaan Diri dan Keterampilan Ibu dalam Merawat Bayi Berat Lahir Rendah Hanny Krissanti; Ratna Wardani
Journal of Telenursing (JOTING) Vol 4 No 2 (2022): Journal of Telenursing (JOTING)
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/joting.v4i2.4239

Abstract

This study aims to determine the effectiveness of providing health education using audio-visual media, namely the application of SIPER-B (Information System for LBW Infant Care) on mothers' knowledge, confidence and skills in caring for low birth weight babies. The research method is quasi-experimental with a pre-test – post-test control group design. The results showed that the knowledge, confidence and skills in the intervention group were higher than in the control group, with a grand mean of knowledge of 19.36, self-confidence of 5.48, skills of 7.88 and a p-value of 0.000. In conclusion, the SIPER-B application effectively increases mothers' knowledge, confidence and skills in caring for babies with low birth weight (LBW). Keywords: LBW, Confidence, Skills, Knowledge
Survei Kepuasan Masyarakat Digital Pada Pendaftaran Online di RSUD Kota Madiun Dewi Ridhosari; Eka Ferawaty; Ratna Wardani
PROSIDING SEMINAR NASIONAL PENGABDIAN KEPADA MASYARAKAT UNIVERSITAS NAHDLATUL ULAMA SURABAYA Vol. 1 No. 1 (2022): Prosiding Seminar Nasional Pengabdian Kepada Masyarakat : Perguruan Tinggi Meng
Publisher : Universitas Nahdlatul Ulama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1816.968 KB) | DOI: 10.33086/snpm.v1i1.810

Abstract

RSUD Kota Madiun sebagai Rumah sakit milik Pemerintah kota madiun dalam tugasnya sebagai penyelenggara pelayanan publik harus mampu meningkatkan kualitas pelayanan secara berkelanjutan. Sebagai penyelenggara pelayanan publik wajib melakukan Survei Kepuasan Masyarakat ( SKM ) minimal 1 ( satu ) tahun sekali. Pengabdian masyarakat ini bertujuan untuk menyediakan sarana digital pelaksanaan Survei Kepuasan Masyarakat yang dilakukan secara mandiri. Survei Kepuasan Masyarakat digital ini merupakan hasil identifikasi pemecahan masalah sebelumnya yaitu pelaksanaan SKM di RSUD kota Madiun oleh pihak ketiga yang dilakukan setahun sekali sehingga evaluasi dari hasil SKM terlalu lama. Dari hasil identifikasi masalah dengan menggunakan Fishbone dan USG solusi dari permasalahan tersebut adalah pembuatan Survei Kepuasan Masyarakat Digital. Survei kepuasan Masyarakat digital ini diharapkan masyarakat terlibat secara langsung yang menilai respon tentang Persyaratan pelayanan, Sistem, Mekanisme, dan Prosedur pelayanan; Waktu Penyelesaian, Biaya/Tarif , Produk Spesifikasi Jenis Pelayanan, Kompetensi Pelaksana, Perilaku Pelaksana, Penanganan Pengaduan, Saran dan Masukan, Sarana dan prasarana yang berupa histogram. Hasil Survei Kepuasan Masyarakat Digital ini memberikan gambaran penilaian terhadap kinerja pelayanan rumah sakit, sehingga Rumah sakit dapat memberikan respon dan intervesi secara cepat dan tepat.
Studi Kinerja Rumah Sakit Berbasi Balance Scored (Studi Kualitatif di RSUD Kota Madiun di Lingkungan Manajemen) Dewi Ridhosari; Ratna Wardani
Jurnal Imejing Diagnostik (JImeD) Vol 8, No 2: JULY 2022
Publisher : Poltekkes Kemenkes Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31983/jimed.v8i2.8239

Abstract

Background: Organizational performance is something produced by an organization in a certain period with reference to established standards. Management performance measurement aims at work efficiency using balanced score card (BSC), which is a performance measurement solution. BSC consists of two  dimensions: financial and non-financial dimensions. The purpose of the study was to describe the measurement of the performance of the Madiun City general hospital using the Balance Scorecard method.Methods: Research design uses qualitative descriptive methods. The selection of informants was obtained from observations and interviews to employees of the Madiun Citygeneral hospital with 7 respondent. This study used purposive sampling techniques. Research instruments with observation sheets, interview guidelines and documentation studysheets.Results: The results of the study at the general hospital in Madiun City area showed that financial performance was considered good, the achievement of customer satisfaction levels in 2020 was quite good, the perspective of internal business processes could not be achieved at standard numbers due to the Covid-19 pandemic, the achievement of employee satisfaction levels in the good category even though there were 3 elements that were considered less good.Conclusions: The results of the research conducted are expected by the hospital should use performance assessment based on the concept of balance score card to implement and integrate the strategic planning of the hospital. Hospitals also need to improve employee capabilities by providing training to employees in turns, or organizing inhouse training to save costs. The perspective of benefit performance is that the poor must be served in Madiun City Hospital.
Evaluasi Manajemen Linen Unit Laundry RSUD Kota Madiun Eka Ferawaty; Ratna Wardani
Jurnal Imejing Diagnostik (JImeD) Vol 8, No 2: JULY 2022
Publisher : Poltekkes Kemenkes Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31983/jimed.v8i2.8319

Abstract

Background: Hospitals as institutions providing health services must keep abreast of technological developments, so as to be able to compete  in a healthy manner with other hospitals to create the best service quality for customers. The purpose of the study was to determine the evaluation of linen management at Madiun hospital city in 2020.Methods: Observational research design using descriptive qualitative method. The selection of informants through primary data and secondary data. The number of main informants is 4 people and triangulation informants are 3 people. This research uses interview, documentation and triangulation techniques. Collecting data using in-depth interviews, observation and documentation studies. The research was conducted at the Madiun hospital city in March-April 2021. The data analysis techniques used data reduction, data presentation and conclusion drawing.Results: The results of research that has been carried out at the Madiun hospital city regarding evaluation of linen management. In general, The input components (human resources, infrastructure, guidelines and Standard Operating Procedure) in the management of linen at Madiun hospital city are not in accordance with the Hospital Linen Management Guidelines. The process components (planning, implementation of activities, and control) in the management of linen are generally not in accordance with the Hospital Linen Management Guidelines. The output component of linen management is the implementation of linen management that is not in accordance with the SPM (Minimum Service Standards) indicator standard.Conclusions: The obstacles that arise are due to constraints in input aspects such as human resources, policies and infrastructure that are not appropriate, causing the linen management process flow to be not optimal. As in the implementation process, there are still things that are not running according to Standard Operating Procedure. There has not been strong coordination between linen managers in the laundry and in the room so that it proves the weak control of facilities and infrastructure, linen inventory, quality and age of linen.
Analisis Hubungan Perceived Ease of Use dan Kualitas Layanan Terhadap Rasa Percaya Pada Alat Digital Radiografi Dalam Meningkatkan Word of Mouth Studi Pada Rumah Sakit Rujukan Covid-19 Dimyati Ayatulloh; Ratna Wardani
Jurnal Imejing Diagnostik (JImeD) Vol 8, No 2: JULY 2022
Publisher : Poltekkes Kemenkes Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31983/jimed.v8i2.8324

Abstract

Background: With the times, Convention Radiography (RK) was replaced by Digital Radiography (RD) because film printing is more efficient, archiving can be done digitally, reducing the risk of losing film due to file backups, and is more environmentally friendly because it does not require chemicals. The purpose of the study was to analyze the perceived ease of use influence on the radiographer's confidence from the digital radiography tool so that word of mouth was achieved to other radiographers at the Covid-19 Referral Hospital.Methods: Design observational research with a cross-sectional approach. The population of all radiographers from 180 Covid 19 referral hospitals has used Digital Radiography. A sample of 170 respondents with cluster random sampling technique. The variables in the study were perceived ease of use, quality of service, user confidence and word of mounth. Research instruments use questionnaire sheets. The analysis used is bivariate analysis and path analysis with SPSS 23 and STATA 13.Results: Design observational research with a cross-sectional approach. The population of all radiographers from 180 Covid 19 referral hospitals has used Digital Radiography. A sample of 170 respondents with cluster random sampling technique. The variables in the study were perceived ease of use, quality of service, user confidence and word of mounth. Research instruments use questionnaire sheets. The analysis used is bivariate analysis and path analysis with SPSS 23 and STATA 13.Conclusions: The development of this technology is used as an excuse that facilitates the subscription of transportation services in fulfilling the quality of their services and makes it easier for consumers or the public to access health services. Healthcare providers mostly achieve success because they are influenced by word of mouth communication or word of mouth marketing.
Service Quality and Completion Time with Patient Trust Herya Putra Dharma; Ratna Wardani; Agus Khoirul Anam; Andi Hayyun Abiddin
Jurnal Ilmiah Kesehatan (JIKA) Vol. 4 No. 3 (2022): Volume 4 Nomor 3 Desember 2022
Publisher : Sarana Ilmu Indonesia (salnesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36590/jika.v4i3.369

Abstract

The hospital is a health service provider facility where the health quality determines satisfaction of patient which has an impact on patient trust in health facilities. This study aimed to determine the effect of service quality and turnaround time on patient trust. This research is a quantitative study with a cross sectional approach. The research location was at Mardi Waluyo Hospital, Blitar City, with an outpatients as the study sample. Data collection was carried out using a questionnaire which was then analyzed using SPSS. The results of linear regression test indicated there was a positive and significant impact on service quality (0,00<0,05) of turnaround time. Quality of service and turnaround time have a positive and significant effect (0,03 < 0,05). However, the completion time with the patient's trust does not have a positive and significant effect (0,19>0,05). Quality of service has a positive and significant effect on patient trust (0,00<0,05). The conclusion of this study showed that quality of servicesperformed at Mardi Waluyo Hospital, Blitar City was influenced trust of patient.
Co-Authors - Munaji A Halim A. A. A. WULANDIRA SAWITRI DJELANTIK A.A. Ketut Agung Cahyawan W Abiddin, Andi Hayyun Abral, Hairul Afifah Nur Millatina Agista Putri Agripina Alma Frida Paus Agung Adhitya Priahutama Agung Cahyono Agus Khoirul Anam, Agus Khoirul Agus Wahyudi Agus Zainal Abidin Agusta Dian Ellina Almira Santi Samasta amalianurzahra Andi Kurniawan Andreas Iyai Andrei Sakharov Maryen Andriano G. Suban Yunior Ari Wahono ARI WAHYUDI Ari Widiyantoro Asep Mulyana Asepma Hygi Prihastuti Asis, Asis Awanis Linati Haziroh Baharta, Edwin Bima Jon Nanda Budi Minarno Budi Purwoko Budi, Gunawan Setiyo Byba Melda Suhita Byba Melda Suhita Caturwangi, Desak Ketut Chairatul Umamah Charles Bay Koda Chasanah, Amalia Nur Cherie Dinah, Cherie Chrisleman Adi Putra Amalo Dendi Gusnadi Dendi Nur Ramadani Deri Yunifki Desma Legawa Devita Riafinola Dewi Ridhosari Dewi Ridhosari Dian Yustika Rini Diana Aqmala Diana Aqmala Didi Gayani Didit Setiawan Dimyati Ayatulloh Diyah Herowati Dwi Andi Numantris Dwi Widjanarko Dyah Ayu Yulyastuti Eka Ferawaty Eka Ferawaty Eka Satria Eko Darminto Eko Edy Susanto Eko Rahaman Kadir ELIHAMI, ELIHAMI Endah Pri Ariningsih Eni Rohma Wiyati Erlangga Mandala Sakti Ermilando Lobain Ernawatiningsih, Ni Putu Lisa Ery Olivianto Faisal Nays, Faisal Fanni Husnul Hanifa Farida Wahyu Utami Faris Azharuddin, Faris Fendy Suhariadi Firdhaus Hari Saputro Al Haris Firman Ridwan Fortunasari, Fortunasari Frafilius Don Bosko Manu Frendy Wibowo Gusti Ayu Agung Mas Mahadewi Hanny Krissanti Hargiani, Fransisca Xaveria Hari Prasetyo umar Hartono Budi Santoso Hendery Dahlan, Hendery Herry Subagyo Heru Tjaraka Herya Putra Dharma husen husen I Putu Mega Saputra I. G. N. Wisnu Sudewa Ifmalinda Iin Suwandari Ilham Nur Muhammad Imania Halwa El Kariema Imelda Imelda Indasah Indri Iswahyudi, Indri Irayani, Ni Made Devi Irene Yuliana Edowai Ismi Lutfinur Istyarini Istyarini, Istyarini Izzudien Jamilatul Munawarah Joko Prasetyo Kartika Rinakit Adhe, Kartika Rinakit Khaerotib Khairul Umam Khofidatur, Rofiah Kornelius Laga Waleng Kurnia Rakhman, Dedi Kusni Ingsih La Ode Geo Lede Adju Leman, Dedi Leonardus Rivaldiy Ganggut Liana Mangifera Maria Longa Pegan Mimiet Ismurdijahmitra Mochammad Eric Suryakencana Wibowo Muhammad Irfan Muhammad Putra Nahdlah Murni Murni Nanda Rahmad Ni Luh Putu widhiastuti, Ni Luh Putu Ni Made Rai Juniariani Novi Kurniasari Novriansyah Novriansyah, Novriansyah Nur Rahma Nurdina Nurdina Nurwijayanti Paulus Matius Perdana, Tito Aditya Philipus Sinay Pramono Pramono Praptini Yulianti, Praptini Prian Gagani Chamdareno, Prian Prian Gagani Chamdareno, Prian Gagani Purnasari, Irma R Mutya Rachim, Alfa Setya Rahmad Hakim Rahmania Ambarika Rahmat Alif A. Ratna Herawati Rattu, A. J.M. Resty Tallupadang Rifki Dermawan Rika Wijayani Ririt Ika Lestari Ririt Ika Lestari Ririt Iriani Sri Setiawati Risanda Alirastra Budiantoro Riza Taufiq Rizki Maharani Rofi’ah, Jamilatur Rofiq Noorman Haryadi Rusdi Samsinar, Riza Sandu Siyoto Sandu Siyoto Sasti Ayu Anggraeni Sawqi Saad El Hasan Sentot Imam Suprapto Sentot Imam Suprapto Setyo Budi Susanto Shanty Chairani Silvia Anzhita Sinulingga, Anita Afriani Siti Aida Adha Taridala Siti Khotimah Sri Suhandiah Sri Wulan Handayani Stevanus SUGIYANTO Suhermin Suhermin Sujarwanto Sujarwanto, Sujarwanto Sulastri Sunardi, Dedi Sunaryadi Suratminingsih Suratminingsih Sutriyono Syamsul Arifin Syamsurizal - - Tasyarani Putri Wigdyaningsih Thamrin Usman Titin Ekowati Tri Hari Wahyuningtyas Tri Ratna Fauziah Tri Retnoningsih Tutus Fibri Ulfa Tarbiati Ulfa Tarbiati Ulrikus Jeferius Naya Umboh, J. M.L. Unang Sunarya Usman Rianse WA KUASA Wa Ode Yusria, Wa Ode Wahyu Rusmitawati Weka Gusmiarty Abdullah, Weka Gusmiarty Widya Sastika Winarsih Yaya Rayadin Yenni Marlita Yenny Puspitasari Yosefina Peni Bean Yulianti Yulianti Yuly Peristiowati Yuly Peristiowati Yurilla Endah Muliatie, Yurilla Endah