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Visualisasi Data Dalam Pencegahan Dan Pengendalian Infeksi: Otomasi Data Komite Ppi Rumah Sakit Universitas Indonesia Tahun 2024, Clarissa T. Firjatullah, Kemal N. Siregar, Dara A. Wardhani

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Health Care Associated Infections (HAIs), salah satu masalah kesehatan yang dapat meningkatkan morbiditas dan mortalitas pasien yang dirawat. Di Asia Tenggara, prevalensi HAIs mencapai 21,6% dengan Indonesia sebagai negara dengan prevalensi tertinggi, yaitu 30,4%. Pencegahan dilakukan melalui surveilans HAIs oleh Komite Pencegahan dan Pengendalian Infeksi (PPI). Tujuan dari studi ini adalah menghasilkan analisis sederhana secara grafis dengan visualisasi data melalui dashboard data infeksi HAIs, NSI, dan audit penerapan PPI di RS UI tahun 2024. Data yang digunakan dari database Komite PPI RS UI adalah kasus Phlebitis, CLABSI, CAUTI, VAP, HAP, SSI, NSI, audit hand hygiene dan penggunaan APD, audit bundles …

Black Men And Health Literacy: Strategies For Improvement In A Digital Age Through The Adaptation Of A Chronic Disease Self-Management Program, Evelina Weidman Sterling, Laura Stevens, Vanessa Robinson-Dooley, Tyler Collette

Faculty Articles

Health literacy is a critical determinant of health outcomes, yet it is often overlooked, particularly among marginalized groups. This paper explores the significance of health literacy, with a particular focus on low-income African American and Black (AA/B) men, a population that faces unique challenges due to intersecting factors such as race, gender, socioeconomic status, and educational disparities. We examine how these factors contribute to health literacy gaps, highlighting adverse effects on health outcomes for AA/B men compared to the general population. Additionally, we stress the growing importance of digital literacy in an increasingly technology-driven world. Not actively addressing digital health …

Pharmacogenetic Exploration Of Burenorphine And Related Metabolites In Umbilical Cord Blood, Amelia Monfared, Derek E. Murrell, Darshan S. Shah, Melissa Hoang, Stacy D. Brown, Sam Harirforoosh

Pharmacy Faculty Articles and Research

The goal of this study was to explore associations between single-nucleotide polymorphisms (SNPs) and umbilical cord blood concentrations of buprenorphine and its metabolites following maternal administration. This is a sub-study of a prospective observational cohort investigation which included pregnant women receiving buprenorphine for opioid use disorder during pregnancy. Following delivery, umbilical cord blood samples were collected and genotyped using a pharmacogenetic panel. The drug and metabolite concentrations were analyzed through liquid chromatography-mass spectrometry, and genetic association analysis was completed using PLINK software. The included neonates (n = 14) had a mean birth weight of 3.00 ± 0.39 kg and were …

Community And School Programs, Policies And Environments Related To Child Dietary Intake:The Healthy Communities Study, Gail Woodward-Lopez, Alexander C. Mclain, Edward A. Frongillo Jr., Natalie Colabianchi, Vicki Collie-Akers, Lorrene D. Ritchie

Faculty Publications

Background

To reverse the epidemic of unhealthy eating and related chronic disease in the United States, intervening early in life is essential.

Objective

Identify features of community- and school-based programmes, policies and environments related to child intake of fruits and vegetables (FV) and sugar-sweetened beverages (SSB).

Methods

Dietary intake of children 4–15 years old (n = 5138) from elementary and middle schools in 130 US communities was collected by survey (of parent and/or child) in 2013–2015. Features of community programs and policies (CPPs) and school environments were collected by staff surveys, direct observation, key informant interviews, and/or document review. …

Academic Stress Among Jss High School Students In Mysuru And Chamarajanagar Districts: A Cross-Sectional Study, Lathika R, Dr Sunil Kumar D, Krishnamurthy K V, Dr Rakshitha J

Digital Journal of Clinical Medicine

Background

In today's world, students face academic stress which leading to anxiety, poor performance in academics and many other issues like nervousness, panic attacks and depression mainly derived from grades, parental pressure, and competition between the students. With the above background study aims to estimate the prevalence and assess the associated factors of academic stress among high school adolescents.

Method

A cross-sectional study was conducted to explore the academic stress among JSS high school students of Mysuru and Chamarajanagar districts. A total of 379 were selected through Probability proportional to size (PPS) sampling. Structured questionnaire was used to assess the …

Stratifying The Population Based On Health Risk: Identification Of Patient Key Health Risk Factors Through Consensus Techniques, Carolina Castagna, Andrew Huff, Aaron Douglas, Phd, Matteo Garofano, Massimo Fabi, Richard W. Hass, Vittorio Maio

College of Population Health Faculty Papers

BACKGROUND: Risk stratification is a population health management approach that classifies patients according to their health risks and projected care needs. This strategy is especially valuable in primary care, where timely interventions for high-risk individuals can lead to better health outcomes, reduced healthcare expenditures, and a more sustainable healthcare system. The goal of this study was to establish expert consensus on the clinical and sociodemographic patient factors that should be incorporated into a primary care risk stratification tool.

METHODS: A multidisciplinary expert panel of 24 healthcare professionals, including primary care providers (PCPs), specialists, and allied health professionals, was convened in …

Mouse Metastable Epialleles Are Extremely Rare, Chathura J Gunasekara, Uditha Maduranga, Taylor Zhang, Jonathan N Wells, Maria S Baker, Eleonora Laritsky, Yumei Li, Cristian Coarfa, Yi Zhu, Robert A Waterland

Faculty, Staff and Students Publications

Metastable epialleles (MEs) are genomic loci at which epigenetic marks are established stochastically during early embryonic development and maintained during subsequent differentiation and throughout life, leading to stable epigenetic and phenotypic variation among genetically identical individuals. Although MEs were first described in mice over 20 years ago, the extent of epigenetic metastability in the mouse genome remains unknown. We present the first unbiased genome-wide screen for MEs in mice. Using deep whole-genome bisulfite sequencing across tissues derived from the three embryonic germ layers in isogenic C57BL/6J mice, we identified only 29 MEs, precisely localizing them and documenting their rarity. Consistent …

A Cancer Education Needs Assessment: Informing Middle-Aged Female Patients About The Relationships Between Obesity And Women’S Health Concerns In The Reproductive System, Breast, And Endometrial Health, Batul Mirza

MUSC Theses and Dissertations

Obesity significantly impacts women’s health, particularly among middle-aged women, by increasing the risk of hormone-sensitive cancers such as breast, endometrial, and reproductive system cancers. This study examines the educational needs of this demographic group regarding obesity-related cancer risks and explores effective intervention strategies. Obesity-induced mechanisms – hormonal imbalances, chronic inflammation, and insulin resistance – drive cancer susceptibility, emphasizing the need for targeted health education. The study employs a qualitative design, which includes interviews with subject matter experts (SMEs) and surveys of middle-aged women. The goal is to assess awareness, perceived barriers, and preferred learning methods. Findings suggest that with many …

State-Level Immigrant Policies And Diabetes Prevalence In Latino And Asian American Groups: A Weighted Multilevel Analysis, Md Towfiqul Alam, Jennifer Toller Erausquin, Erica Payton, Elizabeth Vásquez, Sandra Echeverria

Faculty Scholarship

Introduction: Growing literature has shown that immigrant-related policies influence population health by limiting or enhancing immigrants’ rights. However, less is known about the role of state-level immigrant policies shaping chronic health conditions such as type 2 diabetes (T2DM). This cross-sectional study examined the association between state-level immigrant policies (both criminalising and inclusive) and prevalence of T2DM among individuals of Latin American and Asian American origin.

Method: We included adults aged 18+years sampled in the 2014–2018 behavioral risk factor surveillance system (BRFSS) (n=201 824), a survey design that allows the calculation of state-level estimates. Using existing policy measures, states …

Prenatal Psychosocial Distress Screening For Individuals Experiencing Pregnancies Complicated By Fetal Anomalies., Kara Hansen, Lisa Mische Lawson, Abigail Wilpers

Manuscripts, Articles, Book Chapters and Other Papers

Pregnant individuals who receive a fetal anomaly diagnosis experience significantly elevated rates of depression, anxiety, and traumatic stress-up to four to six times higher than those for individuals with low-risk pregnancies. In low-risk pregnancies, perinatal mental health conditions are the leading cause of maternal mortality and are associated with adverse birth outcomes, including preterm birth and low birth weight. These risks are likely compounded in pregnancies involving fetal anomalies due to the intersecting psychological and social burdens that complicate maternal well-being and access to care. However, there is a critical gap in understanding how these mental health symptoms translate into …

Prenatal Maternal Mood Instability And Child Externalizing Problems: An Ecological Momentary Assessment Study, Sophie G. Srivastava, Curt A. Sandman, Elysia Poggi Davis, Laura M. Glynn

Psychology Faculty Articles and Research

This study examines whether exposure to affect fluctuations during fetal development have implications for child psychopathology. To evaluate maternal mood instability, participants (N = 154) completed Ecological Momentary Assessment (EMA) eight times per day across three days at 15-, 25-, and 35-weeks' gestation, and then at two months postpartum. The EMA measured depressive symptoms (Center for Epidemiologic Studies Depression Scale), anxiety (Profile of Mood States), and stress (Perceived Stress Scale). Mood instability was quantified by calculating root mean square of successive differences (RMSSD), which captures both variability and temporal dependency of mood states. When the children were 3 years …

Machine Learning Assisted Immune Profiling Of Copd Identifies A Unique Emphysema Subtype Independent Of Gold Stage, Natalie Bordag, Katharina Jandl, Ayu Hutami Syarif, Jürgen Gindlhuber, Diana Schnoegl, Ayse Ceren Mutgan, Vasile Foris, Konrad Hoetzenecker, Panja Maria Boehm, Robab Breyer-Kohansal, Katarina Zeder, Gregor Gorkiewicz, Francesca Polverino, Slaven Crnkovic, Grazyna Kwapiszewska, Leigh Matthew Marsh

Faculty, Staff and Students Publications

Chronic obstructive pulmonary disease (COPD) is a severe, progressive, and heterogeneous disease with a poor outcome. Inflammation plays a central role in disease pathogenesis; however, the interplay between immune changes and disease heterogeneity has been difficult to unravel. We performed a multilevel immunoinflammatory characterization of patients with COPD using flow cytometry, cytokine profiling, single-cell, or spatial transcriptomics in combination with machine learning algorithms. Our cross-cohort analysis demonstrated shared skewing of immune profiles in COPD lungs toward adaptive immune cells. We furthermore identified a subgroup of patients with COPD with a distinct immune profile, characterized by increased antigen-presenting cells, mast cells, …

Predicting Sleep And Sleep Stage In Children Using Actigraphy And Heartrate Via A Long Short-Term Memory Deep Learning Algorithm: A Performance Evaluation, Robert Weaver Med, Phd, James White, Olivia Finnegan, Hongpeng Yang, Zifei Zhong, Keagan Kiely, Catherine Jones, Yan Tong, Srihari Nelakuditi, Rahul Ghosal, David E. Brown, Russell R. Pate Ph.D., Gregory J. Welk, Massimiliano De Zambotti, Yuan Wang, Sarah Burkart, Elizabeth L. Adams Phd, Bridget Armstrong, Michael Beets Med, Mph, Phd

Faculty Publications

Children's ambulatory sleep is commonly measured via actigraphy. However, traditional actigraphy measured sleep (e.g., Sadeh algorithm) struggles to predict wake (i.e., specificity, values typically < 70) and cannot predict sleep stages. Long short-term memory (LSTM) is a machine learning algorithm that may address these deficiencies. This study evaluated the agreement of LSTM sleep estimates from actigraphy and heartrate (HR) data with polysomnography (PSG). Children (N = 238, 5–12 years,52.8% male, 50% Black 31.9% White) participated in an overnight laboratory polysomnography. Participants were referred be-cause of suspected sleep disruptions. Children wore an ActiGraph GT9X accelerometer and two of three consumer wearables(i.e., Apple Watch Series 7, Fitbit Sense, Garmin Vivoactive 4) on their non-dominant wrist during the polysomnogram. LSTM estimated sleep versus wake and sleep stage (wake, not-REM, REM) using raw actigraphy and HR data for each 30-s epoch. Logistic regression and random forest were also estimated as a benchmark for performance with which to compare the LSTM results. A 10-fold cross-validation technique was employed, and confusion matrices were constructed. Sensitivity and specificity were calculated to assess the agreement between research-grade and consumer wearables with the criterion polysomnography. For sleep versus wake classification, LSTM outperformed logistic regression and random forest with accuracy ranging from 94.1to 95.1, sensitivity ranging from 94.9 to 95.9 across different devices, and specificity ranging from 84.5 to 89.6. The addition of HR improved the prediction of sleep stages but not binary sleep versus wake. LSTM is promising for predicting sleep and sleep staging from actigraphy data, and HR may improve sleep stage prediction.

Engaging Trusted Messengers In Public Health Response: Key Strategies To Building Community Trust Among Cdc’S Prevention Research Center’S Vaccine Confidence Network, Emily Stiehl, Amy Borg, John P Cullen, Anaïs Mendiola, Olivia Dominguez, Danielle Pester, Shan Qiao, Pooja Gandhi, Nicole Kuiper, Princilla Minkah, Shekwonya Samuel, Stephen Flores, Richard Quartarone, Grace W Ryan, Paula Cuccaro, Maria E Fernández, Sage Kim

Faculty, Staff and Student Publications

As part of Centers for Disease Control and Prevention's (CDC) Prevention Research Center (PRC) Vaccine Confidence Network (PRC VCN), 26 academic institutions were funded to increase COVID-19 vaccine confidence and uptake in their communities. Six sites (in communities located in Alabama, Illinois, Massachusetts, New York, South Carolina, and Texas) formed a workgroup to identify emergent themes, and share challenges and opportunities across projects. This essay describes their efforts to engage trusted messengers in vaccine activities, and discusses strategies to develop and sustain these types of partnerships in the future. All sites recruited trusted messengers with strong community relationships to engage …

Sensing The Stiffness: Cellular Mechano-Sensing At The Implant Interface, Patricia S Pardo, Delia Danila, Raja Devesh Kumar Misra, Aladin M Boriek

Faculty, Staff and Students Publications

In this perspective, we highlight the relevance of the FA-Hippo signaling pathway and its regulation of the Yes-associated protein (YAP) and the transcriptional coactivator with a PDZ-binding domain (TAZ) as main players in the process of implants integration. The modulation and responses of YAP/TAZ triggered by substrate and ECM stiffness are of particular interest in the construction of materials used for medical implants. YAP/TAZ nuclear localization and activity respond to the substrate stiffness by several mechanisms that involve the canonical and non-canonical Hippo signaling and independently of the Hippo cascade. YAP/TAZ regulate the expression of genes involved in several mechanisms …

Development And Validation Of Risk Models For Hospital-Acquired Bleeding In Medical Inpatients: The Medical Inpatients Thrombosis And Hemostasis (Mith) Study, Neil A Zakai, Katherine Wilkinson, Andrew D Sparks, Ryan T Packer, Nicholas S Roetker, Allen B Repp, Mansour Gergi, Chris Holmes, Mary Cushman, Timothy B Plante, Hanny Al-Samkari, Allyson M Pishko, William A Wood, Camila Masias, Radhika Gangaraju, Ang Li, David Garcia, Kerri L Wiggins, Jordan K Schaefer, Nicholas L Smith, Augusto Ferraris, Karlyn A Martin, Deirdra R Terrell, Leslie A Mcclure

Faculty, Staff and Students Publications

Background: Hospital-acquired (HA) bleeding in medical inpatients is a serious complication with limited tools to predict risk.

Objectives: This study aimed to develop and validate risk assessment models (RAMs) for anatomic location-specific HA bleeding in medical inpatients using objective and routinely available risk factors.

Methods: Patients aged ≥18 years admitted to medical hospital services from 6 health systems and 15 hospitals in the United States between 2016 and 2020 for at least 1 midnight and without bleeding at admission were eligible for inclusion. Two health systems (10 hospitals) formed the development cohort, and 4 systems (5 hospitals) constituted the validation …

Anesthetic Management For Delivery In Parturients With Heart Disease: A Narrative Review, Shahab Ahmadzadeh, Drake P. Duplechin, Paris D. Bailey, Dillon T. Duplechan, Alexia J. Enache, Peyton Moore, Sahar Shekoohi

School of Medicine Faculty Publications

Cardiac disease remains a leading cause of maternal morbidity and mortality, particularly in developed countries where improved survival has increased the number of pregnant patients with congenital heart disease. The physiological changes of pregnancy, such as increased blood volume, cardiac output, and hypercoagulability, can exacerbate preexisting cardiac conditions, posing significant anesthetic challenges during cesarean delivery. This review outlines anesthetic strategies for parturients with structural or functional cardiac disease, emphasizing individualized, multidisciplinary care. We examine general and regional anesthesia approaches, intraoperative monitoring, and hemodynamic goals, including fluid balance, venous return optimization, and myocardial oxygen demand reduction. Preoperative risk stratification and coordination …

Altered Patterning Of Neural Activity In A Neuropathology, Clarissa Hoffman, Jingheng Cheng, Rodrigo Morales, Daoyun Ji, Yuri Dabaghian

Faculty, Staff and Students Publications

The dynamics of neural circuits and their role in mediating cellular and organismal phenomena remain poorly understood, despite numerous efforts to dissect these processes through precise instantaneous measurements or longer-time averages and approximations. We use an alternative approach: we investigate these dynamics at the system's mesoscale by analyzing spike trains and waveforms. These extended activity patterns carry robust, tractable information, are highly responsive to physiological specifics, and enable detailed tracking of circuit behavior. In particular, this methodology allows for characterizing the functionality of tau-pathology-afflicted hippocampal circuits and identifying circuit-level abnormalities that are missed by through traditional analyses. In healthy mice, …

Analyzing Environmental Health: Air Pollution And Human Health Using Geospatial Data Science, Yanhong Huang

Geography ETDs

Air pollution from industrial emissions and wildfire smoke poses growing threats to public health. This dissertation employs geospatial data science to examine these challenges through three interrelated studies. The first study investigates the relationship between maternal residential exposure to industrial pollutants and low birth weight, identifying five chemicals as significant risk factors. The second study assesses the impact of industrial air pollution on lung and bronchus cancer survival, finding that exposure to 1,1,1-trichloroethane and cobalt is associated with reduced survival. The third study explores disparities in wildfire smoke PM_2.5 exposure and its association with asthma exacerbations. Results show disparities …

Patient Information Needs During Ambulatory Medication Changes: A Qualitative Study, Elaine Giletta, Vanessa B. Hurley, Yushi Yang, Jessica L. Schwartz, Rabia Jalalzai, Nicole L. Mollenkopf, Raquel Mayne, Samantha I. Pitts

Journal of Patient-Centered Research and Reviews

Purpose: We performed interviews with patients and caregivers to explore whole-person, whole-regimen information needs at times of routine outpatient medication changes. We categorized information needs in this relatively unstudied context and identified which needs were commonly recognized as insufficiently met.

Methods: We explored the content of the semi-structured interviews, which involved nine patients and two caregivers of pediatric patients, all of whom experienced a recent medication change in the outpatient setting of a large urban academic healthcare system. We used inductive thematic analysis to organize information needs into categories to identify key information gaps.

Results: We identified five categories of …

Mechanisms And Intermediate Outcomes Of A Community Translation To Adapt A Whole Family-Inclusive Lifestyle Intervention: A Pilot Evaluation, Megan J. Moran, Kimberly Padilla, Abby Neiser, Nicole Clark, Virginia Jimenez, Natalia Sanchez, Talia Thompson, Ana M. Gutierrez-Colina, Jesse Owen, Chesleigh Keene, Matthew A. Haemer, Lauren B. Shomaker

Journal of Patient-Centered Research and Reviews

Purpose: Involving community members in the process of translating scientific evidence into health messaging and interventions can lead to improved health outcomes and more patient-centered healthcare. Community Translation (CT) is one methodology for fostering collaboration between researchers and community members, and it has been shown to result in locally relevant, acceptable solutions to health challenges. There has been very little research on the direct effects that participation may have on community members who become involved in CT. Understanding the mechanisms of CT and its outcomes on participating community members is essential to maximizing the potential of CT. To address this …

Emergency Managers Perceived Effectiveness Of Disaster Mitigation Plans And Training Focused On The Special Needs Population, Jessica Windsor

Walden Dissertations and Doctoral Studies

The special needs population faces increased vulnerability during disasters, yet disaster planning often overlooks their unique requirements. This study focuses on the experiences and perceptions of emergency managers in the Southeastern United States. The purpose of the study was to examine the extent to which emergency management plans recognize and address the needs of special populations and identify training gaps. The research questions aimed to uncover the factors that influence inclusive planning, training effectiveness, and resource allocation. Grounded in the Disaster Health Framework, the study utilized a qualitative research design involving surveys with 14 emergency managers, followed by thematic analysis …

Sensory Neuron-Expressed Fgf13 Controls Nociceptive Signaling In Diabetic Neuropathy Models, Aditya K Singh, Matteo Bernabucci, Nolan M Dvorak, Zahra Haghighijoo, Jessica Di Re, Nana A Goode, Feni K Kadakia, Laura A Maile, Olumarotimi O Folorunso, Paul A Wadsworth, Cynthia M Tapia, Pingyuan Wang, Jigong Wang, Haiying Chen, Yu Xue, Jully Singh, Kali Hankerd, Isaac J Gamez, Makenna Kager, Vincent Truong, Patrick Walsh, Stephanie I Shiers, Nishka Kuttanna, Hanyue Liao, Margherita Marchi, Erika Salvi, Ilaria D'Amato, Daniela D'Amico, Parsa Arman, Catharina G Faber, Rayaz A Malik, Marina De Tommaso, Dan Ziegler, Krishna Rajarathnam, Thomas A Green, Peter M Grace, Matthew R Sapio, Michael J Iadarola, Gregory D Cuny, Diana S Chow, Giuseppe Lauria Pinter, Steve Davidson, Dustin P Green, Jun-Ho La, Jin Mo Chung, Jia Zhou, Theodore J Price, Elizabeth Salisbury, Subo Yuan, Fernanda Laezza

Faculty, Staff and Student Publications

Nociception involves complex signaling, yet intrinsic mechanisms bidirectionally regulating this process remain unexplored. Here, we show that the fibroblast growth factor 13 (FGF13)/Nav1.7 protein-protein interaction (PPI) complex bidirectionally modulates nociception, and that the FGF13/Nav1.7 ratio is upregulated in type 2 diabetic neuropathy (T2DN). PW164, an FGF13/Nav1.7 channel C-terminal tail domain (CTD) PPI interface inhibitor, which reduces complex assembly, selectively suppressed Na+ currents sensitized by capsaicin-induced activation of TRPV1 channels in human induced pluripotent stem cell-derived (hIPSC-derived) sensory neurons and inhibited mechanical and thermal hyperalgesia in mice. FGF13 silencing mimics PW164 activity in culture and in vivo. Conversely, ZL192, an FGF13 …

Akses Jaminan Kesehatan Terhadap Pekerja Perempuan Rentang Umur 25-29 Tahun Pada Setiap Provinsi Di Indonesia Tahun 2017: Studi Cross-Sectional, Rahma Rosita Dewi, Sabrina Putri Fatonah, Zahra Amalia, Intan Silmi Alya Mahmud, Rayhan Ramadhan

National Journal of Occupational Health and Safety

Health insurance is a fundamental right guaranteed by the Indonesian government. However, coverage among female workers aged 25–29 remains low with significant disparities across regions. This cross-sectional study aims to analyze access to health insurance among female workers aged 25–29 in Indonesia and identify factors contributing to these gaps. The study used secondary data from the 2017 Indonesian Demographic and Health Survey (SDKI), involving 8,394 women who met the inclusion criteria, focusing on health insurance ownership status. Descriptive analysis was conducted to assess the distribution of coverage proportions across regions, with bias control performed through data selection and multi-layered validation …

Ageing And Occupational Medicine In Indonesia: A Timely Integration For An Inclusive Workforce, Iqbal Mochtar

Occupational and Environmental Medicine Journal of Indonesia

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Faktor Yang Berhubungan Dengan Keluhan Heat Strain Pada Pekerja Overhaul Tangki Di Pt. X Kota Balikpapan, Bratarini Hassya Chilwindwi, Iwan Muhamad Ramdan, Dewi Novita Hardianti, Muhammad Sultan, Ida Ayu Indira Dwika Lestari

National Journal of Occupational Health and Safety

Heat strain is a physiological reaction of the body that functions to release excess heat through sweat output, increased body temperature, heart rate, blood pressure, and weight loss. PT X is a company that operates in the oil and gas sector. The results of the study found that the workload was not appropriate and the incidence of work accidents that occurred due to fatigue. This study was conducted to see the heat strain complaints experienced by tank overhaul workers in the Oil Refinery Area of PT. X Balikpapan City and the associated factors. This research applied quantitative method with analytical …

Spike Timing-Dependent Plasticity And Random Inputs Shape Interspike Interval Regularity Of Model Stn Neurons, Thoa Thieu, Roderick Melnik

School of Mathematical & Statistical Sciences Faculty Publications

Background/Objectives: Neuronal oscillations play a key role in the symptoms of Parkinson’s disease (PD). This study investigates the effects of random synaptic inputs, their correlations, and the interaction with synaptic dynamics and spike timing-dependent plasticity (STDP) on the membrane potential and firing patterns of subthalamic nucleus (STN) neurons, both in healthy and PD-affected states. Methods: We used a modified Hodgkin–Huxley model with a Langevin stochastic framework to study how synaptic conductance, random input fluctuations, and STDP affect STN neuron firing and membrane potential, including sensitivity to refractory period and synaptic depression variability. Results: Our results show that random inputs significantly …

Pengaruh Penerapan Teknik Relaksasi Otot Progresif Berbasis Musik Instrumental Terhadap Gejala Stres Kerja Pada Pegawai Di Dinas Kesehatan Kabupaten Probolinggo, Salwa Isna Barlian, Anita Sulistyorini, Marji Marji, Agung Kurniawan

National Journal of Occupational Health and Safety

Work stress symptoms are a condition where there is a mismatch between a person's condition and work demands, resulting in mental (psychological), physical, and behavioral disorders. Government employees are among those who are vulnerable to experiencing work stress symptoms. Based on preliminary study results, the Probolinggo Regency Health Office is one of the type A offices with a high workload, and several employees have been found to experience symptoms of work stress. The purpose of this study was to determine the effect of applying instrumental music-based progressive muscle relaxation techniques on work stress symptoms in employees at the Probolinggo Regency …

Hubungan Repetitive Motion, Beban Kerja, Shift Kerja, Dan Kualitas Tidur Dengan Kelelahan Kerja Pada Petugas Aviation Security, Cindy Puspita Sari, Anita Sulistyorini, Marji Marji, Erianto Fanani, Tika Dwi Tama

National Journal of Occupational Health and Safety

The aviation sector is one of the work areas that requires the implementation of Occupational Health and Safety (OHS). Work in the aviation sector also presents various risks, one of which can occur in work accidents caused by fatigue. Based on preliminary studies conducted on Aviation Security Officers (AVSEC), there are symptoms of work fatigue. The study aims to determine the relationship of repetitive motion, workload, work shifts, and sleep quality with job fatigue in AVSEC officers. The research used a quantitative observational study with an analytic design through a cross-sectional approach with a total of 76 AVSEC officers. The …

Faktor-Faktor Yang Berhubungan Dengan Kecelakaan Kerja Pada Operator Dump Truck Di Pt. X Kabupaten Kutai Timur, Anindya Sashi Kirana, Muhammad Sultan, Ida Lestari, Iwan Muhamad Ramdan, Dewi Novita Hardianti

National Journal of Occupational Health and Safety

Coal mining is one of the industries that has a high level of danger and risk of work accidents. In 2023, in PT X department Z there were 36 work accidents with the most units occurring in the dump truck unit. The purpose of this study was to determine the factors associated with work accidents in dump truck operators at PT X East Kutai Regency in 2025. This study used a cross sectional study design with 78 respondents who were dump truck operators taken by stratified random sampling. Data collection using questionnaires and CMR (Compliance Monitoring Report) observation sheets that …