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Development of a Machine Learning-Based Web Application for Quality Justification in Dialysis Healthcare Nisak, Umi Khoirun; Kautsar, Irwan Alnarus; Ilmi, Laili Rahmatyul; Natasya, Nabila Insyira; Cholifah, Cholifah; Aditiawardana, Aditiawardana
Procedia of Engineering and Life Science Vol. 6 (2024): The 3rd International Scientific Meeting on Health Information Management (3rd ISMoHI
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/pels.v6i0.1962

Abstract

The quality of healthcare services, especially for chronic conditions like kidney failure requiring dialysis, is critical. This study aims to develop a machine learning-based web application to evaluate and justify dialysis healthcare quality. Conducted at Siti Khodijah Hospital from January to June 2024, the research employed a developmental and experimental design involving 123 medical professionals. The methodology included needs assessment, system design, algorithm selection, data collection, model training, system integration, and validation. The web application, named Renal Data Processor, features user-friendly navigation, robust data visualization, and machine learning algorithms. It provides real-time analysis and predictive insights, allowing healthcare providers to make data-driven decisions. Results showed significant improvements, including a 20% reduction in data entry time and a 15% enhancement in nurse certification tracking efficiency. User feedback indicated high satisfaction with the application's functionality and its impact on workflow efficiency. In conclusion, the Renal Data Processor has enhanced dialysis healthcare quality by streamlining data management and providing actionable insights. This study demonstrates the potential of machine learning to transform healthcare delivery and outcomes, suggesting further research to expand its capabilities and applicability in other healthcare settings.
Adaptation of The Use of Learning Technology for Mahasantri at The Kauman Pesantren in Lasem Cholifah, Cholifah; Rubiyati, Dewi; Rohmawati, Isna; Ghozali, Ibnu Fikri
Jurnal Progress: Wahana Kreativitas dan Intelektualitas Vol 12, No 2 (2024)
Publisher : Universitas Wahid Hasyim Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31942/pgrs.v12i2.12293

Abstract

AbstractIslamic boarding schools face serious challenges in the digital era. The characteristic of Islamic boarding schools which uphold traditional values is that they have to deal with modern technological developments. Mahasantri Lack of access to technology because they think it interferes with their focus on learning. The aim of this research is to describe Mahasantri's adaptation in the use of technology, the obstacles faced, and the benefits obtained in the learning process with technology at the Kauman Lasem Islamic Boarding School. This type of research is descriptive qualitative. Data collection techniques were obtained from interviews with Kauman Lasem Islamic Boarding School caregivers, teachers and 4 Mahasantri, observations were made by observing and recording existing Mahasantri learning activities as well as policies on the use of technological tools permitted in Islamic boarding schools, documentation was obtained from official Islamic Boarding School documents. The research results show that the use of learning technology requires adaptation to the time for memorizing the Koran, the policy regarding limited use of technology has an impact on student Mahasantri who then have the initiative in carrying out assignments by not relying solely on laptop and gadget technology. The impact of this research is that Mahasantri have good time management skills. Adapting the use of technology in Islamic boarding schools as a learning support tool for Mahasantri, not replacing traditional values and Islamic teachings. Mahasantri have better digital skills to face challenges in the world of work in the digital era.
TRANSFORMING MEDICAL RECORDS INTO ACTIONABLE INSIGHTS THROUGH DATA VISUALIZATION DASHBOARDS Nisak, Umi Khoirun; Ilmi, Laili Rahmatul; Natasya , Nabila Insyira; Kinanthi, Citra Anggun; Cholifah, Cholifah
Journal of Social Comunity Services Vol. 2 No. 1 (2025): Journal of Social Comunity Services
Publisher : Antis-publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61796/jscs.v2i1.257

Abstract

Objective: This community service aimed to educate healthcare workers at Aisyiyah Pandaan Inpatient Clinic on the process of medical record data, fostering data-driven decision-making in patient care. Method: In October 2024, a training program was conducted for 20 healthcare workers, focusing on medical record data analysis, interpretation, and presentation. Participants were trained on how to utilize medical data to support clinical decisions.  Results:  The training program led to a significant improvement in the participants' knowledge and abilities in medical record data analysis. The results were statistically significant with p-values: p < .001, p < .001, p = 0.003, p < .001, and p = 0.002. Novelty: This activity represents a novel initiative in empowering healthcare workers by enhancing their competencies in using medical record data for clinical decision-making, promoting efficiency and accuracy in patient care.
META-SINTESIS: SELF-ESTEEM DALAM HARD SKILL MATEMATIK SISWA Cholifah, Cholifah; Mariani, Scolastika; Agoestanto, Arief
MUST: Journal of Mathematics Education, Science and Technology Vol 10 No 1 (2025)
Publisher : Universitas Muhammadiyah Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/must.v10i1.26830

Abstract

Challenges in mathematics education are becoming increasingly complex, particularly in achieving a balance between students’ hard skills and soft skills. One crucial aspect of soft skills is self-esteem. This article aims to examine the relationship between self-esteem and students’ mastery of mathematical hard skills through a meta-synthesis approach. Data were collected from articles published between 2020 and 2025, focusing on self-esteem in the context of mathematics proficiency. The search strategy utilized the Publish or Perish software, Google Scholar, and the PRISMA 2020 framework. The analysis results indicate that self-esteem has a positive impact on the mastery of mathematical hard skills by fostering students’ confidence, creativity, and learning independence. This study highlights the importance of incorporating affective aspects—particularly self-esteem—into instructional strategies to optimally support students’ cognitive abilities
Dietary Patterns and Nutritional Status Associated with Anemia in Pregnancy: Polanya Pola Makan dan Status Gizi yang Berkaitan dengan Anemia pada Kehamilan Budiyarti, Dhelia Putri; Purwanti, Yanik; Cholifah, Cholifah; Azizah, Nurul
Indonesian Journal on Health Science and Medicine Vol. 2 No. 2 (2025): Oktober
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijhsm.v2i2.281

Abstract

General Background: Anemia during pregnancy remains a critical public health issue due to its impact on maternal and fetal health worldwide. Specific Background: In Sidoarjo District, 6.10% of pregnant women were reported to have anemia in 2022, caused by factors such as poor diet, inadequate nutritional status, and limited iron supplementation. Knowledge Gap: Few studies specifically investigate the combined role of dietary patterns and nutritional status in relation to anemia in localized community health settings. Aims: This study aims to analyze the relationship between dietary patterns, nutritional status, and anemia among pregnant women in the working area of Kepadangan Health Center. Results: Using a cross-sectional design with 20 respondents, the findings showed that 80% had poor dietary patterns, 77.8% had abnormal nutritional status, and 50% experienced anemia. Statistical analysis revealed significant associations between dietary patterns (p = 0.007) and nutritional status (p = 0.025) with anemia. Novelty: The study provides localized empirical evidence linking nutritional behavior and health outcomes in pregnancy within the Sidoarjo context. Implications: These findings highlight the importance of nutritional monitoring and dietary education for pregnant women, serving as a foundation for health policy interventions to reduce maternal anemia. Highlight: Poor dietary patterns strongly linked with anemia in pregnancy. Abnormal nutritional status significantly increases anemia risk. Nutritional monitoring and education are crucial preventive measures. Keywords: Anemia, Pregnancy, Dietary Patterns, Nutritional Status, Maternal Health
Adolescent Posyandu Visits, Diet, Nutritional Status, and Anemia in Penatarsewu: Kunjungan Posyandu Remaja, Pola Makan, Status Gizi, dan Anemia di Penatarsewu Khotimah, Devi Husnul; Cholifah, Cholifah; Rosyidah, Rafhani; Hanum, Sri Mukhodim Faridah
Indonesian Journal on Health Science and Medicine Vol. 2 No. 2 (2025): Oktober
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijhsm.v2i2.282

Abstract

Background : In Sidoarjo, anemia prevalence among adolescent girls increased from 32.9% in 2020 to 51.6% in 2023, raising concerns about nutrition and preventive health service utilization.Knowledge gap: Although diet, nutritional status, and adolescent Posyandu visits are considered determinants of anemia, the consistency of their relationship is unclear.Aim: This study investigated the relationship between adolescent Posyandu visits, diet, and nutritional status with anemia incidence in Penatarsewu Village.Results: Using a cross-sectional design with total sampling of 32 respondents, hemoglobin levels, BMI, and dietary patterns were assessed. Fisher’s exact test showed no significant relationship between Posyandu visits (p=0.338), diet (p=0.581), or nutritional status (p=0.198) with anemia incidence.Novelty: Unlike many prior studies linking nutrition to anemia, this study reveals that these factors may not directly correlate with anemia in this population.Implications: Other variables, including menstruation, chronic illness, socioeconomic, and environmental factors, should be explored in future studies with larger samples to strengthen anemia prevention strategies. Highlights: Adolescent anemia remains high in Sidoarjo. No significant link between diet, nutrition, visits, and anemia. Broader factors must be considered for anemia prevention. Keywords: Anemia, Adolescent Girls, Posyandu Visits, Diet, Nutritional Status
Maternal Age, Pregnancy Spacing, and Nutritional Status Associated with Preeclampsia: Usia Ibu, Jarak Antara Kehamilan, dan Status Gizi yang Berkaitan dengan Preeklampsia Lailiyah, Yunike; Azizah, Nurul; Cholifah, Cholifah; Purwanti, Yanik
Indonesian Journal on Health Science and Medicine Vol. 2 No. 2 (2025): Oktober
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijhsm.v2i2.284

Abstract

General Background: Preeclampsia remains a major complication of pregnancy, significantly contributing to maternal and perinatal morbidity and mortality worldwide. Specific Background: In Indonesia, the prevalence of preeclampsia continues to rise, with 587 cases reported in Sidoarjo Regency in 2022. Age, pregnancy spacing, and maternal nutritional status are suspected to be key determinants. Knowledge Gap: Although various studies have explored risk factors for preeclampsia, limited evidence links maternal age, pregnancy spacing, and nutritional status in a specific regional context. Aims: This study aims to examine the relationship between maternal age, pregnancy spacing, and nutritional status with the incidence of preeclampsia among pregnant women in Sidoarjo. Results: Among 96 respondents, 52.1% were at risk maternal age, 61.5% had risky pregnancy spacing, and 58.3% had abnormal nutritional status. Chi-square analysis revealed significant associations: maternal age with preeclampsia (p=0.001; OR=5.460), pregnancy spacing (p=0.000; OR=0.019), and nutritional status (p=0.000; OR=0.139). Novelty: This research provides region-specific evidence of maternal factors influencing preeclampsia in Sidoarjo. Implications: Strengthening antenatal care, focusing on maternal nutrition, reproductive age, and pregnancy planning, is essential to reduce preeclampsia prevalence. Highlights: Maternal age is strongly associated with preeclampsia risk. Pregnancy spacing less than 2 years or more than 5 years increases preeclampsia likelihood. Abnormal maternal nutritional status significantly correlates with preeclampsia. Keywords: Preeclampsia, Maternal Age, Pregnancy Spacing, Nutritional Status, Pregnant Women
Komparasi Tiga Bingkai Media sebagai Implementasi Precede-Proceed untuk Kegiatan Game Lokal Kreasi Indonesia 2020 Marta, Rustono Farady; Kurniawan, Johannes; Kurniawati, Laurencia Steffanie Mega Wijaya; Bangun, Nurlina; Cholifah, Cholifah
Jurnal Ilmu Komunikasi Vol 20 No 1 (2022)
Publisher : Univeritas Pembangunan Nasional "Veteran" Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31315/jik.v20i1.4176

Abstract

Pemanfaatan teknologi dan komunikasi berbasis daring tengah menjadi sorotan publik, mengingat semakin meningkatnya jumlah pengguna internet di dunia. Penelitian ini bertujuan untuk menganalisis strategi pembelajaran hidup sehat dengan tema pencegahan COVID-19 yang diadakan oleh Kemenparekraf melalui media daring dengan bingkaian informasi sesuai kepentingan institusi yang berbeda-beda. Studi yang dikonduksi akan menggunakan Teori Precede Proceed dari Green Lawrence dan metode analisis framing Entman untuk memperlihatkan perencanaan penyajian informasi melalui Tirto,id, Agi.or.id, dan Jakpusnews.pikiran-rakyat.com yang diharapkan mampu memberikan persuasi kepada masyarakat khususnya orang tua kepada anak. Hal menarik yang tampak dalam data penelitian ini adalah ketiganya tetap mampu memberikan informasi mendukung tujuan Kementerian Pariwisata dan Ekonomi Kreatif mengenai apresiasinya terhadap permainan daring bagi anak masa kini dan upaya dalam sosialisasi pentingnya kebersihan untuk menjaga kesehatan tubuh dengan taat protokol kesehatan yang berlaku. Penelitian ini memberikan rekomendasi kepada komunikator media digital agar media daring dapat terus mengedepankan kegiatan edukatif seperti acara Gelora 2020 serta informasi mengenai pengenalan virus COVID-19 dan pencegahannya, serta kepada penulis karya ilmiah selanjutnya agar dapat mengembangkan penelitian terutama pada media daring yang terus mengedepankan kegiatan edukatif serta informasi mengenai pengenalan virus COVID-19 dan pencegahannya seperti beberapa permainan daring yang dibawakan dalam tiga portal berita diatas.
Management of Pregnant Women with Leg Cramps in Maternity Hospital: Tatalaksana pada Ibu Hamil dengan Kram Kaki di Rumah Sakit Bersalin Rumanis, Alda Rena; Cholifah, Cholifah; Kusumawardani, Paramitha Amelia
Indonesian Journal of Innovation Studies Vol. 10 (2020): April
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (799.218 KB) | DOI: 10.21070/ijins.v10i.502

Abstract

Kehamilan merupakan keadaan dimana terdapat hasil pertemuan dari sel telur dan sel sperma yang bertumbuh dan berkembang di dalam rahim seorang perempuan. Kram kaki pada ibu hamil ialah penegangan pada otot kaki yang terjadi secara singkat.hasil penelitian menunjukkan 43,8 % ibu hamil seringkali mengeluh kram kaki. Tujuan pada penelitian untuk mengetahui gambaran kram kaki pada kehamilan trimester III. Metode studi kasus dengan menggunakan metode deskriptif. Studi kasus dilaksanakan di PMB Lastakningsih Larangan Sidoarjo yang dilakukan tanggal 10 januari 2020. Asuhan kebidanan dilakukan dengan anamnesis, pemeriksaan fisik, analisis diagnosa, penatalaksanaan serta evaluasi. Asuhan yang diberikan berlangsung baik tanpa halangan dan tidak ada penyulit. Hasil dari penelitian yang didapatkan berdasarkan dari kumpulan data dari anamnesis sampai evaluasi.
Management of Maternity with Back Pain Discomfort at the Clinic: Tatalaksana Ibu Bersalin Dengan Ketidaknyamanan Nyeri Punggung di Klinik Hidayah, Widya Awwalul; Cholifah, Cholifah; Rosyidah, Rafhani
Indonesian Journal of Innovation Studies Vol. 11 (2020): July
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1487.1 KB) | DOI: 10.21070/ijins.v11i1.508

Abstract

Relaxation techniques are one of the natural techniques used to treat pain, especially during childbirth. The purpose of this study was to determine the difference between mothers who used breathing or relaxation techniques. The population of this study was all mothers born at BPM Nuril Masrukah Candi Sidoarjo, 2020. Data were collected through interviews with patients. The results of the data examination showed that the active phase I labor pain was 4-10 cm. During the first stage and the second stage, the labor pain did not occur normally, so the man whiney test was used to analyze it. The results of the study showed that the difference in the meaning of labor pain at the time of complete opening was 4-10cm (0.016), while the difference in the meaning of labor pain in the first stage was 0.001, while the study found that the difference was not significant (in the treatment group and the control group, birth pain radiated to the back at an opening more than 4-10 cm). The results showed that relaxation techniques can reduce labor pain radiating to the back and the length of labor in the first stage of the active phase.