Digital Commons Network^™

Validation Of A Home-Based Tool For Preschool Children Fall Prevention: A Rasch Analysis, Devie Fitri Octaviani, Fatma Lestari, Indang Trihandini, Dadan Erwandi

Kesmas

Unintentional falls are a leading cause of injury among preschool children, primarily occurring in home environments, yet validated tools to assess household fall prevention capacity in low- and middle-income countries remain limited. This study aimed to develop and psychometrically validate the Home-Based Preschool Fall Prevention Instrument using the Rasch Measurement Model. A cross-sectional validation study was conducted in Depok City, Indonesia, involving 167 primary caregivers of preschool children enrolled in kindergartens selected through multistage cluster random sampling. The instrument was developed based on an etiological injury model, socio-ecological perspectives, and risk management principles, and comprised four main factors: child, home, …

Understanding Oral Habits And Malocclusion In School-Aged Children: Insights From Parental And Child Knowledge, Attitudes, And Practices, Maria Laurentia Sanjaya, Evan Raditya Pratomo, Markus Santoso, Agrippine Putricia Asaeli, Eveline Yulia Darmadi, Joy Janny Thenarianto, Jennifer Regina Putri Purwono, Eunike Jacquelyn Widarto

Kesmas

Malocclusion is a prevalent oral health problem in children associated with oral bad habits, yet the extent to which parental and child knowledge, attitudes, and practices (KAP) influence orthodontic status remains insufficiently understood. This cross-sectional study investigated relationships between parental and child KAP, oral habits, and malocclusion in school-aged children, involving 67 child–parent pairs from an elementary school in Surabaya, Indonesia. Parental and child KAP as well as child-reported oral habits were assessed using a validated questionnaire. Children subsequently underwent standardized clinical orthodontic examinations, including alginate jaw impressions to produce dental study models, which were evaluated using the Index of …

Determinants Of Multimorbidity Among Stroke Patients For Epidemiological Management In Indonesia's Agro-Coastal Communities, Krish Naufal Anugrah Robby, Isa Ma'rufi, Farida Wahyu Ningtyias, Latifatul Izzah, Nurjazuli Nurjazuli, Suhartono Suhartono, Muchlis Achsan Udji Sofro, Ida Srisurani Wiji Astuti, Olivia Listiowati Prawoto, Dedek Sutinbuk, Taufik Kurrohman, Elhoussin Ouassou

Kesmas

Multimorbidity remains a major public health challenge among stroke patients, particularly in agro-coastal communities characterized by socioeconomic vulnerability, limited healthcare access, and lifestyle changes. This study aimed to analyze the determinants of multimorbidity among stroke patients in agro-coastal communities. A quantitative observational analytical design was employed, involving 45 stroke patients selected through total sampling in Jember District, Indonesia. Data were collected through structured interviews, anthropometric measurements, and secondary health records. The model included biological, socioeconomic, healthcare access, and lifestyle as exogenous variables, with multimorbidity as the endogenous variable. Data were analyzed using PLS-SEM, including evaluation of measurement and structural models …

Provincial Disparities In Adolescent Fertility In Indonesia: An Ecological Analysis Of Child Marriage, Median Age At First Marriage, And Family Development Index, Andi Nisa Fathimiyah Afidah, Milla Herdayati

Kesmas

Adolescent fertility remains a public health concern in Indonesia, with substantial variations across provinces. However, the evidence explaining provincial disparities using population-level indicators remains limited. This study aimed to examine provincial disparities in adolescent fertility and assess the association of child marriage, median age at first marriage among women, and the Family Development Index called iBangga with adolescent fertility across Indonesia. This ecological, cross-sectional study used aggregated data from 34 Indonesian provinces. Descriptive statistics, spatial visualization, Pearson’s correlation, and multiple linear regression analyses were performed. The mean adolescent fertility rate was 25.0 births per 1,000 female adolescents aged 15–19 years, …

The Association Between Rapid Growth In Children Under The Age Of Five And Adolescent Obesity, Ratu Ayu Dewi Sartika, Fadila Wirawan, Iche Andriyani Liberty, Nurul Husna Mohd Shukri, Siti Arifah Pujonarti, Edy Purwanto, Munaya Fauziah

Kesmas

Early-life nutrition is a critical predictor of long-term health, yet the association between rapid early-childhood growth and adolescent obesity, particularly in relation to the “double burden of malnutrition,” remains under-researched in Indonesia. This study aimed to analyze the association between rapid growth and adolescent obesity. Data were obtained from the 1997, 2000, and 2014 waves of the Indonesian Family Life Survey (IFLS). This study included 641 children (aged 0–23 months at baseline) with complete anthropometric measurements across all three waves. Rapid growth was defined as an increase in z-scores of >0.67 in weight-for-age (WAZ), height-for-age (HAZ), or weight-for-height (WHZ) between …

Self-Management Interventions For Adults With Type 2 Diabetes Mellitus In Thai Primary Care And Community Settings: A Scoping Review, Sansanee Seetangkham, Supaluk Seetunya, Subhawan Yodprong

Kesmas

Diabetes mellitus is a leading cause of mortality and economic burden, with significant impacts on health outcomes and quality of life. Effective self-management is crucial for controlling Type 2 Diabetes Mellitus (T2DM). Thailand has implemented diverse self-management interventions for adults with T2DM in primary care and community settings, but the components, delivery, duration, and outcomes of these interventions have not been synthesized. Following the Arksey and O’Malley framework, Joanna Briggs Institute guidance, and PRISMA-ScR, five databases were searched from inception to June 2025. Eligible English-language intervention studies involved Thai adults with T2DM in primary care or community settings. Study characteristics …

Environmental Perspective For System Dynamics Modeling Of Stunting Mitigation To Achieve The Sustainable Development Goals In West Sumatra, Indonesia, Elsa Yuniarti, Nabila Azzahra, Yulhendri Yulhendri, Heldi Heldi, Mery Delvina, Saskia Putri Azeli

Kesmas

This study developed a system dynamics model to simulate stunting reduction in West Sumatra Province, Indonesia, by integrating infant and toddler health, maternal health, and environmental determinants. Secondary data from 2020–2024 on low birth weight, immunization, malnutrition, exclusive breastfeeding, maternal chronic energy deficiency, iron and folic acid supplement distribution, sanitation, and safe drinking water access were compiled from West Sumatra Provincial Health Office and Statistics Indonesia, and validated through consultation with five stakeholder institutions. Causal Loop Diagrams mapped feedback relationships among determinants and were translated into Stock Flow Diagrams using Powersim Studio 10. The model was validated through structural verification, …

The Health Communications Assessment Checklist: A Teaching Tool For Uncovering Bias In The Age Of Ai, Rebecca H. Ofrane, Taliah Canada, Amanda S. Birnbaum

Department of Public Health Scholarship and Creative Works

Introduction: The COVID-19 pandemic highlighted significant failures in United States public health communications, which were often perceived as unclear and biased, particularly among racialized and marginalized groups. As generative artificial intelligence (genAI) becomes integrated into public health practice, there is an urgent need to train the workforce to recognize and mitigate the societal biases these tools can reproduce. This study describes the development and classroom testing of a tool designed to teach these critical evaluation skills.

Methods: We developed the “Health Communications Assessment Checklist,” a 14-question pedagogical tool based on the CommunicateHealth Framework for Equity-Centered Health Communication and the CDC’s …

From “Fixer” To “Facilitator”: A Clinical Review Of Shared Medical Appointments As A Strategy For Workforce Sustainability, Barbara A. Slusher

Lynchburg Journal of Medical Science

Clinician burnout remains a significant threat to workforce sustainability, particularly in resource-constrained settings managing complex chronic diseases. While shared medical appointments (SMAs) have demonstrated clear benefits in patient satisfaction and access, their impact on clinician well-being and professional fulfillment is less clearly defined. This review evaluates whether participation in SMAs improves clinician satisfaction and mitigates burnout by facilitating a conceptual transition from isolated “Fixer” to collaborative “Facilitator.”

A targeted literature search of PubMed, the Cochrane Library, and Google Scholar identified peer-reviewed publications examining shared medical appointments and clinician-centered outcomes, including burnout, clinician satisfaction, and workforce sustainability. …

Countering Hpv Vaccine Misinformation On Social Media: Practical Strategies For Healthcare Providers, David Baldwin

Lynchburg Journal of Medical Science

Human papillomavirus (HPV) vaccination is a highly effective strategy for preventing cervical and other HPV-related cancers; however, vaccine hesitancy remains a significant barrier to optimal vaccination rates. Social media has become a major source of health information while simultaneously amplifying misinformation that influences parental attitudes toward HPV vaccination. This narrative literature review examined the relationship between social media misinformation and HPV vaccine hesitancy and identified evidence-based strategies healthcare providers can use to improve vaccine confidence.

A literature search of PubMed and Google Scholar identified 31 articles published between 2016 and 2025, of which 19 met inclusion criteria. The literature demonstrates …

Artificial Intelligence-Assisted Retinal Imaging For Chronic Disease Detection, Prediction, And Screening, Shivani Gandhi

Master's Projects and Capstones

A retinal image may reveal more than eye disease; it may also show early signs of chronic illness elsewhere in the body. Diabetes, hypertension, cardiovascular disease, and chronic kidney disease can develop before symptoms become noticeable, making earlier detection an important public health goal. Advances in artificial intelligence have created new possibilities for using retinal images to identify patterns linked to these conditions. This scoping review examined how Artificial Intelligence -assisted retinal imaging has been used for chronic disease detection, prediction, and screening, along with the practical and health-equity factors that may influence its use.

To map the current evidence, …

Defining Quality Of Life: The Lived Experience Of Adults With Pulmonary Hypertension And The Impact Of Activity-Induced Respiratory Distress, Bethany Jean Adams

Walden Dissertations and Doctoral Studies

Pulmonary hypertension (PH) is a progressive, life-limiting disease that significantly affects quality-of-life (QoL). Limited research has explored lived experiences of individuals with PH. Guided by Parse’s human becoming theory, this qualitative descriptive phenomenological study explored the lived experiences of individuals affected by PH and examined how activity-induced respiratory distress affected QoL. The research Question was: How do individuals with PH describe the impact of activity-induced respiratory distress on their QoL. I conducted interviews with nine participants, including eight adults diagnosed with PH and one caregiver of an individual with PH. Data were analyzed using Saldaña's comparative coding framework to identify …

Post-Pandemic Telebehavioral Health: Sustaining And Regulating Remote Mental Health Care As A Core Modality, Weiqiao Dong

Dartmouth College Master’s Theses

The United States continues to face a persistent mental health crisis after the COVID-19 pandemic, raising a policy question about the long-term role and regulation of telebehavioral health as a core modality of care. This thesis examines that question through a case study of New York State, an early center of the pandemic and a leader in telehealth policy reform.

Guided by the Health Policy Triangle framework, this thesis integrates longitudinal data from all 62 New York counties for 2010-2025 with a 2025 cross-sectional dataset covering 61 counties. Seventeen standardized indicators are organized into four dimensions: geographic, economic, demographic, and …

Exploring The Impact Of Spiritual Fitness On Combat Veterans In Their Recovery From Ptsd, Chronic Pain, And Sleep-Related Impairments, Minnette Danielle Sandoval Cornish

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to explore how combat veterans utilize and perceive spiritual practices in their recovery from PTSD chronic pain, and sleep-related impairments (SRIs). Guided by Self-Determination Theory (Deci & Ryan, 2017) the study sought to understand which spiritual practices combat veterans used, how they incorporated the practice into recovery, and how they perceived the impact of those practices in managing their symptoms. Participants included 13 combat veterans who self-identified as using spiritual practices in their recovery from PTSD, chronic pain, and SRIs. Data was collected through semi-structured interviews and a focus group. Interview and focus …

Self-Care Behavior And Diabetes Knowledge In African American Women With Type 2 Diabetes, Rena Renee Barron

Walden Dissertations and Doctoral Studies

African American women experience a disproportionate burden of Type 2 diabetes, and limited evidence exists regarding the relationship between diabetes knowledge and self-care behaviors, particularly among African American female veterans. The purpose of this quantitative, cross-sectional study was to examine the relationship between diabetes knowledge and diabetes self-care among African American women with Type 2 diabetes, including a subsample of African American female veterans, and to evaluate whether the COVID-19 pandemic (2017–2019 vs. 2021–2023) moderated this relationship. Additional variables included age, marital status, physical health, and mental health. Guided by the social-ecological model, de-identified data from the Behavioral Risk Factor …

The Cul-De-Sac Paradox: The Relationship Between Walkability, Playability, And Children’S Physical Activity, Lydia Reader

McKelvey School of Engineering Graduate Student Theses & Dissertations

Walkability and playability are two constructs on how the built environment can support physical activity, the former most relevant to adults and the latter designed with children in mind. There are concerns that walkability and playability are intrinsically in competition with one another, with urban forms supportive of physical activity for adults detrimental toward the physical activity of children and vice versa. This thesis explores this conflict using agent-based modeling as a tool for refining the theoretical constructs behind playability and children’s physical activity. We examine the state of the current evidence for the relationship between walkability and children’s physical …

Preventive Interventions Targeting Social Determinants Of Health: Implications For Healthcare Utilization And Cost, Audrey Wrinkle

NEXUS: The Liberty Journal of Interdisciplinary Studies

Preventive interventions targeting social determinants of health could reduce avoidable healthcare utilization and positively impact long-term cost outcomes within healthcare systems. Evidence indicates that financial and social barriers to preventive care lead to delayed treatment and increased use of high-cost healthcare services in the long term. Preventive interventions focusing on upstream social factors, like home-based care and digital health programs, could improve patient outcomes and reduce avoidable service utilization. Also, incorporating social needs data into policy creation could promote better allocation of healthcare resources. This research highlights the role of prevention-focused strategies in promoting cost-effective, sustainable healthcare delivery.

“Now Serving… Not Quite Yet”: Improving Waiting Room Experience Through Consistent Communication In The Emergency Department, Juan Carlos Serrato

Master's Projects and Capstones

Context: The quality improvement project was implemented in the front-end microsystem of a 36-bed emergency department (ED) in a non-profit, Magnet-designated California hospital. Problem: Communication with non-roomed patients at Hospital X was inconsistent, contributing to dissatisfaction. In June 2026, Press Ganey reported that 61.4% of patients felt they were informed about delays. Baseline observation identified gaps in staff explanations of estimated wait times, next steps in care, and opportunities to ask questions. Intervention: A 30-day pilot provided staff education on the AIDET communication framework through formal in-service education and daily huddles. Patient-facing materials explained the ED process …

Cultural Tailoring Of Digital Nutrition Interventions: A Scoping Review Of Adaptation Strategies, Evaluation Methods, And Evidence Gaps, Wendy Liang

Master's Projects and Capstones

Background: Nutrition-related chronic diseases disproportionately affect culturally diverse populations, highlighting the need for effective and equitable interventions. Digital nutrition interventions have expanded rapidly due to their accessibility; however, the extent to which they incorporate and evaluate cultural tailoring remains unclear.

Research aim: This scoping review maps the existing evidence on culturally tailored digital nutrition interventions, describes cultural adaptation strategies used, examines methods used to evaluate cultural appropriateness, and identifies gaps for future research and public health practice.

Methods: A scoping review was conducted following the PRISMA-ScR guidelines.

Findings: Culturally tailored digital nutrition interventions generally improved participant engagement, acceptability, and dietary …

The Efficacy Of Transversus Abdominis Plane Block As An Adjunct To Spinal Anesthesia For Cesarean Delivery: An Evidence Synthesis And Implementation Toolkit, Alyssa Hebert, Alex Potts, Gabriela Robertson

Graduate Theses, Dissertations, and Capstones

Postoperative pain hinders cesarean delivery recovery and overall patient experience. Although spinal anesthesia with intrathecal opioids remains the standard of practice, associated side effects and concerns regarding opioid exposure highlight the need for effective opioid-sparing strategies. Anesthesia providers play a critical role in advancing postoperative pain management through evidence-based protocol development, provider education, and interdisciplinary collaboration to optimize maternal outcomes. The transversus abdominis plane (TAP) block provides somatic analgesia to the anterior abdominal wall by targeting the thoracolumbar nerves (T6–L1) and has increasingly been incorporated into multimodal postoperative pain management strategies for abdominal surgery. Nevertheless, a gap remains in obstetric …

Frailty As A Framework To Understand Tuberculosis Severity, Recovery, And Sequelae, Yoscelina Estrella Martinez-Lopez, Benjamin W. Black, Jessica Lee, Brian J. Buta, Lisa Y. Armitige, William A. Fountain, Rafael Samper, Aanand D. Naik, Joanne Turner, Blanca I. Restrepo

School of Medicine Publications

Tuberculosis (TB) causes profound systemic illness, and many survivors experience long-term sequelae associated with disability and premature mortality. Current TB severity indicators capture isolated aspects of disease and may not reflect the integrated physiological impact of infection on the host. Frailty, a multidimensional syndrome characterized by reduced physiological reserve and increased vulnerability to stressors, predicts adverse outcomes and guides clinical management in geriatrics. We propose frailty as an integrative framework for understanding the systemic effects of TB across the life course, encompassing disease severity, recovery, and long-term sequelae. We discuss biological mechanisms through which Mycobacterium tuberculosis infection may erode physiological …

Examining The Association Between Socioeconomic Factors And Cervical Cancer Among Minority Women In The United States, Darla Fils

Walden Dissertations and Doctoral Studies

Cervical cancer remains a significant public health concern, with African American and Hispanic women experiencing disproportionately higher incidence and mortality rates in the United States. Socioeconomic factors, including income, education, employment status, and place of residence, may contribute to these disparities by affecting access to preventive services, timely diagnosis, and follow-up care. This quantitative cross-sectional study examined associations between these factors and cervical cancer incidence among African American and Hispanic women while controlling for age and health insurance status. Guided by the socio-ecological model, the study used 2022 Behavioral Risk Factor Surveillance System data from N = 33,886 African American …

Standardizing Gestational Diabetes Mellitus Education To Improve Patient Knowledge And Care Consistency In A Prenatal Clinic Setting, Wynn Zara

Master's Projects and Capstones

The gestational diabetes mellitus (GDM) group visit framework aims to improve consistency of GDM education by standardizing referral processes, educational materials, staff workflows, and patient communication. Although evidence-based GDM education supports patient self-management and improved maternal-fetal outcomes, variability in education delivery contributed to inconsistent care within the outpatient maternal-fetal medicine setting. This quality improvement project was conducted in an outpatient maternal-fetal medicine clinic in Santa Clara County serving pregnant patients diagnosed with GDM. To address this gap, a standardized GDM group visit framework was developed and implemented using structured educational resources, referral criteria, and communication workflows. The intervention was evaluated …

Race And Ethnicity And Overall Survival In Pediatric Acute Myeloid Leukemia, Daniel J. Zheng, Long Khuong, Catherine Aftandilian, Kira Bona, Emi H. Caywood, Caitlin W. Elgarten, Brian T. Fisher, Cody-Aaron L. Gathers, Taumoha Ghosh, M. Monica Gramatges, Gary Hettinger, Meret R. Henry, Yuan-Shung V Huang, Yimei Li, Kelly Maloney, Amir Mian, Tamara P Miller, Arunkumar Modi, Rajen Mody, Regina M. Myers, Haley Newman, Jose Ortiz, Alix E. Seif, Caroline Smith, Jamie Stokke, Naomi Winick, Jennifer J. Wilkes, Victor Wong, Richard Aplenc, Kelly D. Getz

Department of Pediatrics Faculty Papers

IMPORTANCE: Hispanic and non-Hispanic Black (hereafter, Black) children with acute myeloid leukemia (AML) have historically experienced worse survival outcomes compared with non-Hispanic White (hereafter, White) children. Understanding specific intermediate pathways underlying these outcome disparities is a critical step to directing interventional efforts and resources.

OBJECTIVE: To compare survival outcomes by race and ethnicity in a large contemporary cohort of pediatric patients with AML and to examine presentation acuity, frontline organ toxic effects, and relapse as potential mediators of any observed outcome disparities.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study was analyzed from April 2025 to January 2026 and included …

Evaluation And Continuation Of Oncology Nurse Mentorship Program, Gurpreet K. Kang

Master's Projects and Capstones

Problem: Newly hired nurses on a busy inpatient leukemia and lymphoma subspeciality unit experienced challenges after transitioning into specialty oncology practice. This resulted in decreased confidence, increased risk of medication errors, and a 40% unit-based annual turnover rate. The cost of replacing one staff nurse is $61,000.  Exit interviews determined root causes of turnover rates, nurse confidence.

Context: A quality improvement program was envisioned to optimize patient and organizational outcomes on a 25-bed inpatient unit to evaluate and sustain an oncology nurse mentorship program.

Interventions: Over one year, cohort 1 (n=8) and follow up 2^nd cohort (n=7) was implemented …

What Do Children Think About Bouncy Bands: A Mixed Methods Examination Of Bouncy Bands' Influence On Attention And Physical Activity, Ken Murfay, Sarah Collins

International Journal of Physical Activity and Health

Purpose: To examine how bouncy bands put onto elementary students’ classroom desks influenced students’ physical activity and attention/concentration, in addition to exploring students’/teachers’ opinions of the bands. Methods: Students within both experimental and control groups wore pedometers to assess movement during instruction and completed the d2 test for attention. Results: The group with bouncy bands on the desks had significantly more movement compared to the control group. For d2 scores, there was no significant difference between the two groups, nor was there a significant linear relationship between movement and d2 scores. Interviews were conducted with the students in the experimental …

Gender Disparities In Sheltered Status And Systemic Drivers Of Homelessness In Johnson City, Tennessee, Preet Patel, Dr. Opal Frye-Clark

Journal of Appalachian Health

The article examines the homelessness crisis in Johnson City, Tennessee, a mid-sized Appalachian city. First, analysis of Point-in-Time (PIT) counts from 2023 to 2025, conducted in 2025, showed persistently high unsheltered rates (35.88% – 47.17%), with men comprising 60 – 65% of the unhoused population. Men experiencing homelessness also had approximately half the odds of being counted as sheltered compared with women, indicating a gender disparity in sheltered status. Second, an interview with an experienced public health practitioner from the Appalachian Region contextualized these findings by identifying systemic drivers, including the regional housing crisis and policy restrictions, and supporting equitable …

School-Centered Tobacco Retailer Exposure And Neighborhood Opportunity Across Urban And Rural Tennessee, Sima Namin Dr, Jacob Black, Jennifer Ferris, Robert E. Heidel Dr

Journal of Appalachian Health

Introduction: Tobacco retailer availability contributes to youth tobacco use, and retailers are concentrated in socioeconomically disadvantaged communities. However, few studies have examined how school-centered retailer exposure intersects with neighborhood opportunity in a predominantly rural Appalachian state.

Purpose: The purpose of this study is to assess the association between neighborhood opportunity and school-centered tobacco retailer exposure across Tennessee (TN), including differences by rurality and Appalachian status.

Methods: We constructed a tract-level, school-centered youth tobacco exposure index for TN using tobacco retailer locations and public and private K-12 school data. The index incorporated retailer proximity, density, and distance-decay accessibility measures. Child Opportunity …

Deaths Of Despair Among Cancer Survivors In Rural/Urban Appalachia (2000-2022), Jason Semprini, Anders Erickson, Nosa Osazuwa-Peters

Journal of Appalachian Health

Introduction: Rising deaths of despair (premature deaths from suicide, overdose, alcohol, and violence) in adults under age 65 persist across the United States, especially in Appalachia. People diagnosed with cancer may face elevated risks of such deaths due to pain, psychosocial distress, and financial hardship.

Purpose: Deaths of despair trends were compared among adults with cancer across Appalachian and non-Appalachian regions, stratified by sex and rurality.

Methods: Analyzing SEER-21 Incidence-Based Mortality data (2000–2022), deaths caused by suicide, cirrhosis of the liver, or accidents (includes overdose) were identified among adults aged 20–64 years. Annual mortality rates per 100,000 total population were …

Understanding Brain Fog During Menopause, Cris Meier, Moth Huenemann, Ashley Yaugher, Cara Murray

All Current Publications

Brain fog is an inability to concentrate or think clearly and is a common symptom of perimenopause and early in the menopause phase. While not everyone who goes through menopause will have brain fog, it is a common symptom, and it can be helpful to understand why brain fog occurs. This fact sheet provides helpful information to understand brain fog and ideas you can use to manage it.