Digital Commons Network^™

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, …

Navigating The Maternal Health Crisis: Enhancing Maternal Health Outcomes In New Jersey, Nyrobi Barnes

Doctoral Dissertations and Projects

The purpose of the study was to better understand the implications of race and ethnicity on perinatal health experiences and maternal health outcomes in non-Hispanic Black women (nHBw) in New Jersey and mitigate the maternal health crisis. A secondary outcome was to propose an evidence-based initiative to elicit equitable care in New Jersey via grant-funded programs at the New Jersey Department of Health. Although New Jersey has made progress in improving maternal and infant health outcomes, racial disparities continue to persist. The research aims to further understand implications of race and ethnicity on adverse perinatal health experiences and maternal health …

Relationship Between Sociodemographic Factors And Opioid Overdose Mortality In Milwaukee County, 2020-2021, Elizabeth David

Walden Dissertations and Doctoral Studies

Opioid overdose deaths increased significantly from 2020 to 2021, with Milwaukee County experiencing higher rates than the national and state averages. African American and Hispanic residents faced disproportionately high fatal overdose rates. The purpose of this quantitative retrospective cross-sectional study was to examine the associations among socioeconomic status, race, age, access to treatment (measured by emergency medical services [EMS] naloxone administration), and opioid overdose mortality among underserved minority populations in Milwaukee County. Guided by the social-ecological model, the study analyzed data from the Milwaukee Health Department and the Milwaukee County Medical Examiner's Office across 34 ZIP codes. Inclusion criteria for …

Knowledge Of Parents About Thalassemia In Tabuk City: A Cross-Sectional Study, Sawsan Mohammed Alblewi, Amirah M. Alatawi, Ehab Mahmoud Hanafy, Faisal Mayudh Althobaiti, Abdulelah Hamad Al-Balawi, Faisal Mohammed Alamrani, Yazeed Mahmoud Ajwah, Omar Muslih Albalawi, Mohammed Majed Alquayr, Sultan Ibrahim Alhamdi

Makara Journal of Health Research

Background: Thalassemia is a common inherited blood disorder and remains a significant public health concern in Saudi Arabia. Parental knowledge is essential for effective prevention, screening, and early intervention. This study aimed to assess the knowledge of thalassemia among parents in Tabuk City, Saudi Arabia, and identify factors associated with knowledge levels.

Methods: A cross-sectional study was conducted among 392 parents residing in Tabuk City between March and May 2025. Data were collected using a validated Arabic questionnaire distributed online. Knowledge was assessed using 21 items covering general thalassemia knowledge, thalassemia major, carrier status, and prevention. Knowledge levels …

Osteoporosis Knowledge, Health Beliefs, And Calcium Intake Among Malaysian Chinese Adults In Perak: A Cross-Sectional Study, Thean Hui Ru, Nurul Aimi Ab Kadir, Fatin Izzaty Mohd Shahrin

Makara Journal of Health Research

Background: The Malaysian Chinese population records the highest national prevalence of osteoporotic hip fractures. This study investigated the relationships between osteoporosis knowledge, health beliefs, and calcium intake among Malaysian Chinese adults.

Methods: A cross-sectional study was conducted among 205 Malaysian Chinese adults in Kampar, Perak, using the adapted Osteoporosis Prevention and Awareness Tool (OPAAT), Osteoporosis Health Belief Scale (OHBS), and a 30-item Food Frequency Questionnaire (FFQ).

Results: Participants demonstrated low osteoporosis knowledge (6.84 ± 2.92), with low perceived susceptibility (14.87 ± 5.00), moderate perceived seriousness (17.81 ± 5.20), and barriers to calcium intake (15.61 ± 4.15), and …

E-Health Literacy And Cyberchondria Severity Among Adolescent High School Students: A Cross-Sectional Study, Seyda Çavmak, Adem Bilgin

Makara Journal of Health Research

Background: Amid rapid digitalization and the growing use of artificial intelligence-based search engines, adolescents increasingly seek health information online. This study examined the relationship between high school students' e-health literacy and their cyberchondria tendencies.

Methods: This quantitative, cross-sectional study included 683 students from public high schools in Mersin, Türkiye. Data were collected using a Demographic Information Form, the e-Health Literacy Scale (eHEALS), and the Cyberchondria Severity Scale Short Form (CSS-12). Descriptive statistics, comparative tests, and Pearson correlation were applied (p < 0.05).

Results: Students' e-health literacy and cyberchondria severity were moderate. Significant positive correlations emerged between e-health literacy …

E-Cigarette Awareness, Usage Patterns, And Sociodemographic Determinants Among Malaysians Adolescents: A Cross-Sectional Study, Izdihar Kamal, Nabilah Mohd Abd Wahab, Nurul Mawaddah Mohammad, Rashidi Ahmad, Muhammad Khalis Abdul Karim, Hatikahaty Mohd Diah, Munirah Ahmad Dahari, Nur Biha Mohamed Nafis, Mohd Faris Abdullah Sani, Sulayman Muhammad Kabeer, Nur Biha Mohamed Nafis, Juliana Mohd Radzi

Makara Journal of Health Research

Background: Electronic cigarette (e-cigarette) use among Malaysian adolescents is rising rapidly, raising significant public health concerns. This study assessed awareness, understanding of risk, and e-cigarette use among secondary school students in Negeri Sembilan, Malaysia, and identified sociodemographic predictors of use.

Methods: A cross-sectional survey was conducted among 323 students from three government secondary schools using a validated questionnaire. Data were then analyzed using descriptive statistics and logistic regression.

Results: Nearly one-third (31.9%, N = 103) reported prior e-cigarette use. Although 63.2% (N = 204) demonstrated good awareness, only 14.6% (N = 47) understood associated health risks. Peers …

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 …

Improving Diabetes Self-Management Through A Partnership Between Clinical Providers And Community Educators In Appalachian Communities, Soghra Jarvandi, Lydia Hoskins, Karen Carver, Andrew May

Journal of Appalachian Health

Introduction: The burden of diabetes is an increasing public health challenge, especially in the Appalachian Region.

Purpose: This study assessed the impact of a community-based diabetes education program on glycemic control.

Methods: Health Extension for Diabetes (HED) is a 4-month diabetes education program offered by Extension educators in collaboration with clinical providers. Participants’ data were collected via phone interviews at baseline and after completing the program. Assessments included self-reported HbA1c, socio-demographics, diabetes knowledge, self-efficacy, and self-management behaviors. Data were analyzed by SAS software using paired analyses.

Results: Of the 105 participants in the program, 87 (83%) completed the post-assessment. Among …

Medical Tourism Patient Guidance: A Content Analysis Of Risk Reduction Guidelines Available To Global Health Seekers., Alicia Mason, Angela Ashmore

Faculty Submissions

This study examines medical tourism (MT) patient guidance messages intended to reduce procedural risks—those directly related to biomedical treatments—and process risks, which involve logistical, administrative, and interpersonal challenges of seeking healthcare abroad. The analysis focuses on print and digital publications authored by individuals independent of the MT industry, including policy researchers, travel health experts, lifestyle reporters, and consumer-focused medical travel writers. Using a two-phase digital and database search strategy, 27 publications from 2009 to 2024 were identified and analyzed using exploratory content analysis methods. Findings reveal important differences in the scope and depth of guidance aimed at reducing risks for …

Perilaku Merokok Dan Paparan Informasi Bahaya Merokok Di Media Pada Penduduk ≥15 Tahun: Analisis Potong Lintang Gats Indonesia 2021, Hana Aulia Putri, Izza Nayla Paramitha, Nuha Nazeeha, Rahma Amalia

Perilaku dan Promosi Kesehatan: Indonesian Journal of Health Promotion and Behavior

Background. Smoking remains a significant health problem in Indonesia. Although anti-smoking information is disseminated through various media, exposure levels and effectiveness among adults are not clearly documented.

Objective. To describe the proportion of anti-smoking information exposure among Indonesian adults by media type (television, radio, billboards, newspaper/magazines, internet, and others) and compare exposure between smokers and non-smokers using GATS 2021 data.

Methods. Cross-sectional study using Global Adult Tobacco Survey (GATS) Indonesia 2021 data. A total of 9,156 respondents aged ≥15 years were analyzed descriptively to determine exposure proportions by smoking status across multiple media channels.

Results. Television showed the highest exposure …

Faktor Yang Berhubungan Dengan Perilaku Merokok Pada Pekerja Tambang Batubara Di Pt X Kabupaten Kutai Kartanegara, Alma Feriyanti, Lies Permana, Ida Lestari, Rina Tri Agustini

Perilaku dan Promosi Kesehatan: Indonesian Journal of Health Promotion and Behavior

Background. Smoking behavior remains a significant public health concern, particularly in high-risk occupational settings such as coal mining. Coal mine workers are exposed to various occupational stressors and psychological challenges that may contribute to smoking behavior.

Objective. This study aimed identify factors associated with smoking behaviour among coal mine workers at PT X in Kutai Kartanegara regency.

Methodes. A quantitative cross-sectional study was conducted involving 113 respondents selected from total population workers using convenience sampling. Data were collected through a structured questionnaire assesing smoking behavior, length of employment, and psychological stress levels. The chi-square test was applied to examine associations …

The Effectiveness Of "Little Doctor" Training On Health Knowledge And Behavior Of Karawang Primary Students (2025), Aurelia A. Erawan, Shahnaz F. Azzahra, Rubee P. Risdiyanto, Patricia Andini, Muhammad K. Ramadhan, Ailsa T. Kirana, Istingadah Desiana Md, Raden M. Rifada Md

Perilaku dan Promosi Kesehatan: Indonesian Journal of Health Promotion and Behavior

Background. Acute respiratory infection (ARI) remains a major public health problem in Indonesia, with West Java reporting the highest incidence. Poor Health-Related Behavior (HRB) practices are associated with increased ARI risk. The "Little Doctor" program is a government initiative that focuses on school health and aims to promote HRB among students. Along with this goal, this study aimed to determine the effectiveness of the program in improving knowledge of HRB and ARI among elementary school students in Pancawati Village, Karawang Regency.

Methods. This study employs a quasi-experimental one-group pretest-posttest design. Participants were selected based on inclusion criteria referring to the …

Hubungan Paparan Informasi Anemia Dan Tablet Tambah Darah (Ttd) Melalui Media Digital Dengan Kebiasaan Konsumsi Makanan Ibu Hamil Berdasarkan Food Frequency Questionnaire (Ffq), Muthiah Salsabilah, Bernadette Oktavia Jelita, Thariq Zafar Surapati, Alya Khairunnissa, Primasti Nuryandari Putri, Ratu Ayu Dewi Sartika

Perilaku dan Promosi Kesehatan: Indonesian Journal of Health Promotion and Behavior

Background: Proper nutrition is important for the mother and baby. The media is an important source of information for every pregnant woman, but the information might be inaccurate.

Aim: This study aims to examine the association between exposure to digital media information on anemia and iron-folic acid (IFA) supplementation and the food consumption habits of pregnant women as measured by the Food Frequency Questionnaire (FFQ) at Puskesmas Kecamatan Beji, Depok City in 2024.

Method: This study utilized a cross-sectional design involving secondary data analysis of the 2024 antenatal care (ANC) survey conducted at Beji Primary Health Center, Depok City. Purposive …

Self-Medication Experience And Healthcare Trust Among Youth: A Regionally Concentrated Digital Survey In Indonesia, Wahyudi Wahyudi, Azra Muzaiyana Nasution, Arini Dwi Rahmadani, Alysa Rahmadani Hasibuan

Patient Experience Journal

Self-medication has become a central experience for youth transitioning toward independent medical decision-making. In the digital era, young people must navigate a complex landscape of health information while seeking independent health solutions. This study investigates self-medication experiences and healthcare trust among youth, utilizing a regionally concentrated digital survey approach in Indonesia. Data were collected via a cross-sectional approach using digital platforms (Instagram, TikTok, and Twitter/X), facilitated by 76 trained enumerators. While respondents from all 38 provinces participated, the sample (N = 2,790) exhibits a major geographical concentration in the Sumatra region. The study employed a validated 16-item instrument to evaluate …

Caring But Still Hurting: Uninsured Patients' Illness And Healthcare Experiences At A U.S. Free Clinic, Danaya Amornnimit, Eda G. Christensen, Adelaida Salmeron, Kian Robison, Sofia Ampudia Arroyo, Jessica Benelli, Brenda Spearman, Akiko Kamimura

Patient Experience Journal

While free clinics provide essential healthcare to socioeconomically disadvantaged populations, patients' lived experiences in these settings remain underexplored. This qualitative study examined how uninsured patients at a U.S.-based free clinic perceive their illness experiences and interactions with healthcare providers. From October to December 2024, semi-structured interviews were conducted with 21 adult patients (ages 18–72; M = 49.14), most of whom were non–U.S.-born and primarily Spanish-speaking. Participants described illness as entangled with emotional distress, social isolation, stigma, and disruptions to identity and family roles—revealing a psychological burden that extends beyond physical symptoms. These findings highlight the need to integrate psychosocial and …

From Drifting To Anchored: How Online Health Communities Can Transform Care For Complex Chronic Illness, Mads Eggerding

Patient Experience Journal

This personal narrative recounts a 25-year diagnostic odyssey with Ehlers-Danlos syndrome, defined by medical fragmentation, dismissed symptoms, and profound isolation. It illustrates how Online Health Communities (OHCs) bridged the chasm between lived experience and a clinical system ill-equipped for complex chronic illness. For patients like me, these digital forums provide the peer validation, practical knowledge, and self-advocacy tools necessary to navigate a disjointed healthcare landscape. For providers, this story underscores a critical opportunity: proactive, non-judgmental engagement with OHCs is not a threat to expertise but a foundational strategy for patient-centered care. By acknowledging and constructively partnering with these patient-led spaces, …

Building Or Breaking Trust In Healthcare Through Patient And Family Engagement In Research And Service Design: The Need For Authentic Engagement Practices, Lisa D. Hawke, Hajar Seiyad, Shoshana Hauer, Charlotte Munro, Natasha Y. Sheikhan

Patient Experience Journal

Trust in the healthcare system is an important driver of public health, but is sometimes lacking among individuals and communities. Patient and family engagement in research and service development is one proposed means of influencing trust. Patients and families can be engaged authentically and meaningfully as partners in the conduct of research and the development of healthcare services. When engagement is conducted following best practices, patients and families have the opportunity to build strong mutual relationships with project leads, hold a share of the power in the discipline, and exercise choice to influence the research and service development agenda. These …

A Modern Playbook For Trust Across The Health Ecosystem, Erin O'Malley

Patient Experience Journal

Public trust in health care delivery, public health, and biomedical innovation is at a historic low. While many place the blame on the COVID-19 pandemic and the proliferation of social media, the reality is that distrust is a deeply rooted structural challenge that has plagued the U.S. for centuries. It is tied to historical movements for medical freedom and centuries of systemic discrimination and earned mistrust among minoritized communities. Today, this crisis is compounded by a lack of shared values and facts and the rising dominance of tribal identity over objective science. The Coalition for Trust in Health & Science …

Public Perceptions Regarding Surveillance Of Lyme Disease In Tennessee, Shaheena Yasmin Asad

Walden Dissertations and Doctoral Studies

Lyme disease (LD), a tick-borne illness, has been a growing concern in the state of Tennessee. Studies have established environmental concerns regarding a growing tick population and identified a gap between reported cases and disease burden in Tennessee. Despite this information, it remains classified as a low-incidence reporting state, raising concerns about underreporting that indicate an ineffective current surveillance system. Because the public perception regarding surveillance of LD is unknown, the purpose of this qualitative study was to explore how adults in Tennessee perceived LD as a credible public health threat within the context of the current surveillance system. Guided …

Impact Of Media Guidelines On Suicide-Related Reporting Quality And Suicides: A Systematic Review And Meta-Analysis, Simone Scotti Requena, Vikas Arya, Thomas Niederkrotenthaler, Mark Sinyor, Michiko Ueda, Matthew J. Spittal, Jane Pirkis

Center for Policy Design and Governance

This brief summarizes "Impact of media guidelines on suicide-related reporting quality and suicides: A systematic review and meta-analysis," co-authored by Simone Scotti Requena, Vikas Arya, Thomas Niederkrotenthaler, Mark Sinyor, Michiko Ueda, Matthew J. Spittal, and Jane Pirkis in Crisis.

J Mich Dent Assoc August 2026

The Journal of the Michigan Dental Association

Each month, the Journal of the Michigan Dental Association delivers news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200-plus members. It remains the main publication reaching Michigan dentists and is available worldwide through ADA Commons.

The August 2026 (Volume 108, No. 8) issue of the Journal is published in print format to provide updates and insights for Michigan's oral health community and MDA members. Print editions occur every other month beginning with January.

The August 2026 issue of the Journal of the Michigan Dental Association explores clinical, professional, legal, leadership, and public …

The Effects Of An Educational Intervention To Enhance Knowledge And Awareness Of The Prevention Of Sexually Transmitted Infections Among College Students, Darcy Yates

Doctor of Nursing Practice Projects

Purpose

The DNP student implemented a single group pretest-postest design underpinned by the Health Belief Model to address the PICOT question: Among a purposive sample of college students at a mid-west college (Population) to what degree does participation in an evidence-based intervention providing information about STIs (Intervention), compared with before that intervention (Comparison), result in to an increase in knowledge and awareness regarding STI infections and associated risks and treatment options (Outcomes) over a six-week period (Time)?

Methods

The pretest and postest scores of 15 students for the 27 items in the Sexually Transmitted Diseases Knowledge Questionnaire (STD-KQ) were evaluated. …

Occupational Health Hazard: Silicosis Policy In California's Engineered Stone Industry, Devany G. Rocha

Master's Projects and Capstones

This policy analysis evaluated the effectiveness of current California regulations that were enacted after the STOP Act was passed to address silicosis incidence rates against Australia's complete ban on manufacture, supply, processing and installation of engineered stone with greater than 1% crystalline silica content. Silicosis is a deteriorating fibrotic lung disease caused by the prolonged or massive inhalation of crystalline silica (Dynamed, 2023). To assess the scope of the problem under the STOP Act, we used data from the California Department of Public Health (CDPH) surveillance from 2019 to present. We assessed incidence rates, mortality rates, and patient demographics. We …

Essays On Opioid Prescription Limit Policy Diffusion, Evaluation, And Opioid Use Disorder Treatment Utilization, Md Ashiqur Rab

All Dissertations

The drivers of the opioid epidemic in the United States include the oversupply of prescription opioids, the availability of illicit drugs, under-resourced healthcare settings, and several socio-economic factors. Federal and state-level initiatives, including policy interventions to curb the oversupply of prescription opioids, providing access to healthcare, prevention and recovery support services, and community-level engagement, have been adopted to combat the opioid epidemic. Motivated by the need to better understand the policy and recovery efforts to address the epidemic, this dissertation examines opioid prescription limit policy diffusion, evaluation, and treatment utilization patterns. This dissertation comprises three manuscripts that offer a comprehensive …

Fuimos Olvidados Y Descuidados [Forgotten And Neglected]: Lessons Learned And Findings From On-Farm Covid-19 Education And Vaccine Clinics For Agricultural Workers And Their Multigenerational Families In Texas, Anabel Rodriguez, David I Douphrate, Ana L Pineda Reyes, Susana Zavala, Lus Chavez, Sofia Nicole Lopez, Andrea V Cabrera Cruz, Annie J Keeney, Nora Hernandez, Brenda Berumen-Flucker, Eva M Shipp, Matthew W Nonnenmann, Shannon P Guillot-Wright, Bethany Boggess Alcauter, G Lopez Ixta, Paula M Cuccaro, Higinio Fernandez-Sanchez, David Gimeno Ruiz De Porras

Faculty, Staff and Student Publications

Background: Despite being deemed essential non-healthcare workers, agricultural workers were excluded from COVID-19 vaccine prioritization in Texas. This professional practice report describes the multifaceted worker health and safety approaches to protecting agricultural workers and their families during the COVID-19 pandemic.

Methods: Between March 2020 and January 2025, several outreach, education, and training grants from various funding agencies were leveraged to deliver training, personal protective equipment, vaccines, and economic relief to agricultural workers in partnership with community-based organizations, industry, local public health departments, and academic institutions.

Findings: Timely funding efforts led to the distribution of 1,000 PPE kits, with more than …

How Recent Medicaid Defunding Has Impacted San Bernardino County Residents Access To Health Care Services, Samantha I. Rios

Electronic Theses, Projects, and Dissertations

Background: Medicaid is a critical source of health insurance for low-income populations in the United States, providing access to essential preventative, primary, and reproductive health care services (Donohue et al., 2022). The Medicaid defunding of 2025 and policy changes that follow have raised concerns regarding increased barriers to care, particularly among low-income and vulnerable populations who rely on safety-net providers such as Planned Parenthood (Planned Parenthood, 2025). The purpose of this study was to examine how the 2025 Medicaid defunding has impacted access to general and reproductive health care services among residents of San Bernardino County, California.

Conclusion: The research …

A Culturally Responsive Sexual Health Education Framework For Community Clinics In The Inland Empire, Lilianna Mora Ledezma

Electronic Theses, Projects, and Dissertations

Sexually transmitted infections (STIs) continue to disproportionately affect underserved communities, where barriers such as limited healthcare access, stigma, healthcare anxiety, medical mistrust, and language differences may discourage individuals from seeking routine screening and timely treatment. This project examined current public health literature, surveillance data, and federal guidance to identify evidence-based strategies that community clinics can implement to improve patient engagement in sexual health services. The findings demonstrated that effective STI prevention extends beyond testing alone and is strengthened through culturally responsive care, stigma reduction, patient-centered communication, standardized clinic workflows, and effective patient navigation. As a result, this project developed a …

Exploring Public Perceptions Of Genetic Risk In Substance Use Disorders, Brooke A. Goodenow

All Dissertations

This dissertation examines genetic risk perception, with specific emphasis on substance use disorders (SUDs), through a collection of three manuscripts. The dissertation examines genetic risk perception for hereditary diseases in existing literature, describes a methodological framework for capturing genetic risk perception across social media discourse, and identifies themes and emotional tone associated with genetic risk perception for SUDs across two major social media platforms (X and Reddit).

Combined, these three manuscripts expand and support previous findings about genetic risk perception and its role in shaping health beliefs and associated behaviors. The dissertation findings reveal numerous similarities in genetic risk perception …

Yorga Moorditj Koort: Aboriginal And Torres Strait Islander Women’S Perspectives About Heart Health On Noongar Boodjar, Elia Bidgood, Cathy Garlett, Richard Chenhall, Amie Bingham, Francine Eades, Emily Banks, Melinda J. Carrington, Grace Joshy, Sandra Eades, Tabassum Rahman

Research outputs 2022 to 2026

In Australia, despite overall declines in cardiovascular disease (CVD)-related mortality, Aboriginal and Torres Strait Islander women develop heart disease earlier and experience more than twice the rate of related morbidity and mortality compared with non-Indigenous women. This study explores Aboriginal women’s understandings of the factors that shape their heart health and lived experiences of CVD. We spoke with 28 Aboriginal women aged ≥18 years—15 semistructured interviews and two yarning circles with an additional 13 Aboriginal women—with/without pre-existing CVD, and 10 healthcare professionals (HCPs) working with Aboriginal communities in the Perth metropolitan region, between May 2024 and April 2025. Data were …