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Optimalisasi Rekam Medis Elektronik Berbasis Artificial Intelligence, Ikhwan Rinaldi, Wahyu Sulistiadi

Jurnal Penyakit Dalam Indonesia

Electronic medical records (EMRs) are essential to modern healthcare systems, yet their implementation continues to face challenges such as disruption of doctor–patient communication, administrative burden, and documentation structures misaligned with clinicians’ clinical reasoning processes. This narrative review aims to assess the limitations of conventional EMRs and examine the potential of artificial intelligence (AI) to improve documentation efficiency, accuracy, and overall clinical performance. The literature indicates that AI technologies, including machine learning, deep learning, and natural language processing, can automate documentation, streamline workflows, enhance decision support, and reduce physician burnout, thereby allowing clinicians to devote more attention to patient care. Nevertheless, …

Clinical Pathway Sebagai Solusi Keberlanjutan Jkn Di Indonesia: Systematic Review, Septiana Septiana, Siti Soekiswati, Burhannudin Ichsan

Jurnal Ekonomi Kesehatan Indonesia

The National Health Insurance (JKN) program is threatened with a deficit and potential default in 2026 due to inefficiency and the risk of fraud in healthcare facilities. In the context of JKN, which uses a package system (INA-CBG), Clinical Pathway (CP) is a strategic instrument within the JKN system that has dual benefits for both Payers (BPJS Kesehatan) and Providers (Hospitals). For BPJS Kesehatan, CP primarily functions to ensure service quality and prevent undertreatment fraud, the practice of reducing services to benefit hospitals. This prevention ultimately achieves cost efficiency in the JKN program by avoiding payment of complication claims and …

Documenting Death: Maternal Mortality And The Ethics Of Care In Tanzania (Adrienne E. Strong 2020), Luluk Oktavia, Megawati Sukarno

Paradigma: Jurnal Kajian Budaya

In recent decades, global efforts to reduce maternal mortality have become a primary focus in health development agendas. However, challenges in providing quality healthcare remain complex, especially in resource-limited countries. Adrienne E. Strong’s book, Documenting Death: Maternal Mortality and the Ethics of Care in Tanzania, offers an ethnographic perspective on the relationship between bureaucratic structures, resource constraints, and healthcare practices in Tanzania. This review examines Strong’s key concepts, such as good enough care, documented care, and fierce care, which highlight the ethical dilemmas faced by healthcare workers in delivering care under administrative pressures and limited facilities. The critique of the …

Developing Nlp-Based Open-Source Tools To Improve Medication Order Interpretation In Ehr Systems, Preslie Breton

Student Scholar Symposium

Interpreting free-text medication orders in Electronic Health Record (EHR) systems is challenging due to variability, increasing the risk of errors and non-compliance with Joint Commission (TJC) standards. This research develops Natural Language Processing (NLP) tools to enhance medication order accuracy, particularly for Duplicate PRN orders. Our open-source, vendor-neutral approach ensures broad applicability across healthcare institutions while maintaining data security.

Using Python and the Natural Language Toolkit (NLTK), we implemented a four-phase methodology. First, the NLP framework was developed on Google Colab for collaborative accessibility. Next, models were trained on 10,000 anonymized synthetic free-text medication orders to detect non-compliant entries. Model …

Developing Nlp-Based Open-Source Tools To Improve Titratable Infusion Order Interpretation In Ehr Systems, Benjamin Brewer, Jay Dorris

Student Scholar Symposium

This study evaluates the feasibility of using natural language processing (NLP) tools to identify errors in titratable infusion orders for Joint Commission readiness. Titratable infusions are adjusted at the bedside by nurses based on predefined parameters, such as monitoring goals, titration rate, conditions for adjustment, and maximum dose. These parameters are often documented as free text within order sets but can be inadvertently removed during the verification process. Some electronic health records (EHRs) may not prominently display this critical information, leading to potential Joint Commission violations. A synthetic dataset was generated using artificial intelligence to simulate one year’s worth of …

12-16-25 Bor Hsc Committee Meeting Agenda, Patricia Serna

HSC Committee (A subcommittee of the UNM Board of Regents)

12-16-25 BOR HSC Committee Meeting Agenda

Moving Toward Healthy Ageing: The Role Of Physical Activity In Cognitive Function And Self-Esteem Among Older Adults In Türkiye, Canan Birimoglu Okuyan, Müjde Kerkez

Makara Journal of Health Research

Background: This study aimed to evaluate the relationship between religious attitudes and breastfeeding attitudes and the effect of this relationship on breastfeeding practices.

Methods: A cross-sectional study was conducted with 251 older adults. Data were collected using the International Physical Activity Questionnaire, the Standardized Mini-Mental State Examination, and the Rosenberg Self-Esteem Scale. Spearman’s correlation and chi-square tests were employed for statistical analysis.

Results: Physical activity levels were positively correlated with both cognitive function (r = 0.546, p < 0.001) and self-esteem (r = 0.168, p < 0.05). No significant association was observed between cognitive function and self-esteem. Physical inactivity, cognitive decline, and low self-esteem were more prevalent among women, participants with lower educational attainment, those with chronic diseases, and individuals engaged in polypharmacy.

Conclusions: The findings emphasize the importance of integrating physical activity promotion into national healthy ageing policies, particularly in Mediterranean contexts such …

Distinguishing Acute Cardiac Events From Chronic Troponin Elevation: Integrating High-Sensitivity Troponin Trends With Objective Ischemic Evidence Under The 4th Udmi Across Diverse Renal Function Profiles, Aidan Fernandez, Amanda Green, Silvija Milanovic, Eric Han, Asia Elbooz, Michael Petrauskis, Justin Nippert, Michael Marchick, Nicholas Maldonado, Mohammed Ruzieh, Elizabeth Warren, Matthew Shaw, Lars Beattie, Brandon Allen

Florida Journal of Emergency Medicine (FJEM)

The Fourth (4th) Universal Definition of Myocardial Infarction (UDMI) provides a standardized framework to enhance diagnostic accuracy and clinical decision-making. However, challenges can arise due to the use of subjective clinical assessment in diagnostic criteria or in the presence of impaired renal clearance. This study modifies the 4th UDMI by requiring objective ischemic evidence to improve consistency in myocardial infarction (MI) classification and applies it across diverse patient populations.

In this retrospective study, patients who presented to the emergency department (ED) with 99th percentile high sensitivity cardiac troponin (hs-cTn) values were classified using the modified 4th UDMI into the categories …

A Quality Improvement Initiative To Streamline Flu Vaccine Documentation And Increase Staff Engagement, Carla E. Giron

Master's Projects and Capstones

Objective: This quality improvement project was implemented in an urban community health clinic primarily serving low-income and Latinx patients. Factors such as demographics, socioeconomic status, health, and transportation contribute to low U.S. influenza vaccination rates (Chen et al., 2020), while EHR training can improve provider satisfaction and efficiency (DiAngi et al., 2019). This microsystem faced inconsistent workflow processes, limited EHR training, and documentation errors that contributed to low staff satisfaction rates and influenza vaccination rates. An average of 11.4% of patients received a flu vaccine in October 2023 and 2024. Medical assistants (MAs) completed a pre-intervention survey indicating that 35% …

From Fear To Familiar: Alleviating Technology Anxiety In Older Adults Through A Community-Based Mentorship Program, Inyoung Jang

Master's Projects and Capstones

This quality improvement project was implemented in a senior residential facility in Richmond, California, catering to older low-income adults who frequently experience elevated levels of technology anxiety. Aim This project aims to reduce the mean modified technology-anxiety score among residents aged 65 and older by at least 25% from baseline by November 5, 2025. Methods The Abbreviated Technology Anxiety Scale (MTAS) was modified to consider the cognitive, linguistic, and experiential differences among target population. The original 11-item instrument, which was validated primarily within college-aged populations, used terms and repeated items irrelevant to older people. The adapted tool included five simplified …

Exploring The Association Between Nurse Characteristics And Intent To Leave Their Current Position In Counties With Rural Hospital Closures, Caroline A. King

2025 Fall Honors Capstones Projects - Archive

Increased rural hospital closures and nursing burnout may lead to greater morbidity/mortality for rural residents. Current literature fails to capture whether rural hospital closures influence nurses’ intent to leave their current position. In this cross-sectional study, descriptive and correlational statistical analyses were conducted on survey responses from a sample of nurses who lived in a rural county that experienced a hospital closure. 66% of nurses stated that, at one point, they had considered leaving their primary nursing position. Logistic regression model results revealed that nurse-reported age and gender were significant predictors of a nurse’s intention to leave their current position. …

Reimagining Nurse Education: Virtual Reality & Didactic Education For Better Nurse Handoff And Documentation, Haley M. Whalen

Master's Projects and Capstones

Setting: The pediatric perianesthesia unit (pre-operative and post-anesthesia care unit). Problem: Gaps in perianesthesia documentation contribute to poor handoff communication, leading to adverse events and increased hospital costs. Additionally, inconsistent documentation reduces clarity and consistency during handoffs. Context: Staff in the microsystem reported low confidence scores with required OP-Time documentation, inconsistent workflows, and I-PASS handoff expectations. These factors contribute to incomplete charting and a lack of standardization across providers. Interventions: A two-part educational intervention was conducted, consisting of eight sessions. The first component is a Virtual Reality (VR) simulation that demonstrates an accurate perianesthesia I-PASS handoff. The second …

Disaster Risk Reduction In Rural Indonesia: Evaluation Of The Japan Red Cross Program In Pujiharjo Village, Meyralda Dara Adisa, Pujo Widodo, Anwar Kurniadi, Wilopo Wilopo

Preventia: The Indonesian Journal of Public Health

Pujiharjo Village in Malang Regency, Indonesia, is highly vulnerable to natural disasters. In 2021, the Indonesian Red Cross (PMI) partnered with the Japanese Red Cross Society (JRCS) to implement a community-based disaster preparedness program. This study evaluates the program's effectiveness in terms of community participation, institutional support, and alignment with the Sendai Framework for Disaster Risk Reduction 2015–2030. Using a qualitative case study, data were collected through document analysis of Vulnerability and Capacity Assessments (VCA), Community Action Plans (CAP), and local SOPs. Thematic analysis explored disaster risk perception, governance, mitigation investment, and emergency preparedness. The program successfully improved risk awareness, …

Quality Improvement (Qi) Project Aimed At Reducing 30-Day Hospital Readmissions For Patients With Congestive Heart Failure (Chf) Through Checklist Implementation, Gary Gutierrez

Seton Hall University Dissertations and Theses (ETDs)

Abstract

Congestive Heart Failure (CHF) remains a leading cause of preventable 30-day hospital readmissions,

especially in outpatient and transitional care settings. This quality improvement (QI) initiative was

launched within a private internal medicine practice in Essex County, New Jersey, to address this issue

by implementing a standardized CHF management checklist. The checklist focused on four key

components: (a) comprehensive medication reconciliation, (b) tailored patient education, (c) timely

follow-up appointments, and (d) improved interdisciplinary communication. By integrating evidence-

based practices into a structured workflow, the QI project aimed to improve care coordination,

empower patients to manage their condition, and reduce preventable …

Pxj Volume 12 – Key Theme Summary And Article Index, Patient Experience Journal

Patient Experience Journal

Volume 12 of the Patient Experience Journal showcases a global dedication to advancing human experience in healthcare, illuminating both existing challenges and crucial emerging practices. The content, spanning three issues, emphasizes that improving the human experience is not a temporary initiative but rather the essential foundation for building trust, ensuring safety, facilitating healing, and sustaining organizational resilience. The overarching message of Volume 12 is that human experience is the heart of healthcare. It is actively shaped through shared purpose, design, empathy, communication, and partnership. The journal calls for a future where every voice is heard, every story matters, every …

Standardizing Sepsis Care Across A Lifespan: A Multidisciplinary Approach To Reduce Variation, Vijayakrishnan Poondi Srinivasan, Jillian Gregory, Sarah Chang

MaineHealth Maine Medical Center

Sepsis is a life-threatening condition affecting patients of all ages and remains a leading cause of mortality, hospitalizations, and healthcare costs worldwide. In pediatrics, severe sepsis accounts for millions of deaths annually, with approximately 176,000 hospitalizations and an 8% mortality rate each year in the U.S. In adults, it contributes to 35% of in-hospital deaths and is the leading cause of readmissions. These data underscore the urgent need for timely recognition, standardized interventions, and consistent, evidence-based care across populations.

Digital Transformation Management And Organizational Performance: The Case Of Albanian Healthcare Sector, Oltjan Hamza

International Journal of Business and Technology

Purpose - The integration of digital technologies into the healthcare system is essential for improving both operational efficiency and quality of services. This study examines the relationship between digital transformation management and organizational performance in the healthcare sector in Albania, with particular focus on the mediating role of leadership in digital transformation and the digital skills of the healthcare staff. Methodology - The study employ a quantitative method through a structured questionnaire using a Likert scale, which was distributed to 93 healthcare sector employees in public and private institutions in Albania. Findings - Data collected through the survey were analyzed …

Enhancing Sepsis Prevention In Long-Term Care Facilities: Development Of An Infection Prevention Sepsis Toolkit, Emmalyn A. Tuhin

Student Scholarly Projects

Objectives: The purpose of this Doctor of Nursing Practice (DNP) project was to create, validate, and refine an Evidence-Based Sepsis Prevention Toolkit to enhanced early sepsis recognition and interprofessional coordination of care within long-term care facilities (LTCFs).

Background: Sepsis remains a leading cause of mortality and preventable transfer to the hospital for the elderly residents within the LTCFs. A significant practice gap persists because sepsis in this population often presents atypically, resulting in delayed or inaccurate diagnosis and treatment.

Methods: This project was guided by the following PICOT question: For healthcare professionals caring for patients aged 65 years and older …

Presenteeism Among Health Care Personnel With Covid-19, James C. Crosby, Eliezer Santos Leon, Brian Chinnock, Karisa K. Harland, Anusha Krishnadasan, Nicholas M. Mohr, Ian D. Plumb, Melissa Briggs Hagen, Kelli Wallace, David A. Talan, Project Prevent Network, Anne Zepeski, Tracy Young, Howard A. Smithline, Lilly C. Lee, Stephen C. Lim, Et Al

School of Medicine Faculty Publications

IMPORTANCE: Presenteeism-defined as continuing to work during an illness-poses a public health risk in the workplace and is especially hazardous within health care institutions where vulnerable patients may be exposed to nosocomial infections. Understanding the frequency and characteristics of health care personnel (HCP) who report presenteeism while ill with COVID-19 may help mitigate SARS-CoV-2 spread in hospitals and other health care institutions. OBJECTIVES: To determine the frequency of presenteeism among HCP with symptomatic COVID-19, and to evaluate the demographic, occupational, and clinical factors associated with it. DESIGN, SETTING, AND PARTICIPANTS: This is an observational cohort study that uses data from …

Analisis Perbedaan Biaya Satuan Sectio Caesarea Tanpa Penyulit Dengan Tarif Ina-Cbgs Di Rumah Sakit Swasta Tipe D (X) Di Ternate Tahun 2022, Ummu Hani Mars, Prastuti Soewondo

Jurnal Ekonomi Kesehatan Indonesia

Cesarean section unit cost is an important component for hospital’s management to implement strategic efficiency steps in the future, especially for Rumah Sakit X which 90% of patients are Jaminan Kesehatan Nasional’s participant. Geographically, this hospital is one of hospitals which serve delivery and labor services in Ternate Island that can accommodate references from nearby islands. This resulting in high caesarean section rate, 55 % of all deliveries. The low JKN rate for caesarean section forced management to know the detailed cost component, so the efficiency strategies and the continuity of hospital services could be more increased. This research through …