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Picture Of Health: Visual And Textual Gendered Ideals And Media Framing On Men’S Health And Women’S Health Magazine Covers, Gracie Marquez May 2026

Picture Of Health: Visual And Textual Gendered Ideals And Media Framing On Men’S Health And Women’S Health Magazine Covers, Gracie Marquez

UNLV Theses, Dissertations, Professional Papers, and Capstones

Magazines play an influential role in shaping cultural understandings of health, fitness, and gender, yet differences emerge in how health is framed across media outlets. This study examines how Men’s Health and Women’s Health magazine covers construct and communicate gendered ideals of health through visual and textual elements. Guided by gender role theory and framing theory, this research explores how these magazines frame health in ways that reinforce expectations of masculinity and femininity. Using directed qualitative content analysis, magazine covers published between 2014 and 2024 were coded across visual and textual categories, and chi-square tests of independence were conducted to …


Exploring Health Insurance’S Role In Chronic Disease Management Among Hispanics, Romelyn Dones May 2026

Exploring Health Insurance’S Role In Chronic Disease Management Among Hispanics, Romelyn Dones

Seton Hall University Dissertations and Theses (ETDs)

This qualitative study examined how insured non-English- and English-speaking Hispanic adults perceive the role of health insurance in the management of chronic disease. Chronic conditions remain a leading cause of morbidity in the United States, and although prior research suggests that insurance coverage improves access to care, it does not always enhance how individuals understand or utilize support for chronic disease management. Limited research has explored how individuals with chronic conditions interpret the role of insurance in their daily self-management practices, particularly among Hispanic populations. Guided by Andersen’s Behavioral Model of Health Services Use, this study explored how contextual, enabling, …


Intersection Of Food Insecurity And Housing Among Veterans And Disabled Adults, Julie Anne Stepp May 2026

Intersection Of Food Insecurity And Housing Among Veterans And Disabled Adults, Julie Anne Stepp

Theses and Dissertations

This study examines how housing tenure is associated with food insecurity (FI) among veterans and adults with disabilities, utilizing the housing-food insecurity nexus framework. Previous research documents elevated FI among veterans and individuals with disabilities, yet few studies assess housing tenure as a mechanism connecting these statuses to food hardship. Using data from the 2024 National Health Interview Survey Adult Sample (n=32,629), logistic regression models estimate the independent and interactive effects of renting, veteran status, and disability status on FI. Results suggest renters have significantly higher odds of FI than homeowners, even after adjusting for poverty status, SNAP participation, and …


The Effects Of Food Insecurity And Child Health On Educational Achievement In Virginia Counties, Peyton T. Randall May 2026

The Effects Of Food Insecurity And Child Health On Educational Achievement In Virginia Counties, Peyton T. Randall

Honors Projects

This study examines the relationship between county-level socioeconomic and demographic factors and student performance on Virginia Standards of Learning (SOL) math and reading assessments in 2023. Using data from 127 of Virginia’s 133 independent counties and cities, this study conducts an ordinary least squares (OLS) regression. The analysis shows a strong negative association between food insecurity, measured by the Identified Student Percentage eligible for free school lunch (ISP), and chronic absenteeism with SOL pass rates. These findings show food insecurity and absenteeism as key drivers for achievement disparities, suggesting a need for further interventions and broader research using school-level and …


Black Maternal Mental Health: Counseling Considerations For Prenatal Depression And Anxiety, Morgan Renee Williams May 2026

Black Maternal Mental Health: Counseling Considerations For Prenatal Depression And Anxiety, Morgan Renee Williams

Educational Specialist, 2020-current

The maternal mortality rate of Black women in the United States is four times higher than white women (Centers for Disease Control and Prevention, 2020). The CDC defines a maternal death as “the death of a woman while pregnant or within 42 days of termination of pregnancy… but not from accidental or incidental causes” (Centers for Disease Control and Prevention, 2024, para. 1). This statistic is a consequence of the inequality within and outside of the American healthcare system (National Academies of Sciences, Engineering, and Medicine, 2020). For the purposes of this research, Black women are defined as any women …


Exploring Play: Counselor Education Strategies, Online Community Fantasy Play, And Sexuality In The Counseling Space, Nattalie Wolff-Tseng May 2026

Exploring Play: Counselor Education Strategies, Online Community Fantasy Play, And Sexuality In The Counseling Space, Nattalie Wolff-Tseng

Dissertations, 2020-current

This dissertation examines the ways that play is constructed and understood in a variety of settings. Using Relational Cultural Theory as a guiding theoretical influence, each portion examines how play influences relationships and how engagement in play and conversations about play can enhance student–teacher relationships, social connection, and the therapeutic relationship. The first section of this dissertation, the conceptual article, explores how play can support counselor education as it encourages creative engagement and discourages perfectionism, which is often noticeable in novice counselors. Play may take many forms in the classroom and offers counselor educators the opportunity to tailor activity to …


Behavioral Science Applications In Collegiate Athlete Nutrition And Sleep: A Scoping Review, Maryam Yuhas, Katherine M. Kidwell, Olivia Moskuna, Rajib Mandal, Jessica L. Garay May 2026

Behavioral Science Applications In Collegiate Athlete Nutrition And Sleep: A Scoping Review, Maryam Yuhas, Katherine M. Kidwell, Olivia Moskuna, Rajib Mandal, Jessica L. Garay

Nutrition - All Scholarship

Nutrition and sleep are key health behaviors supporting athletic performance. Collegiate athletes in the United States (U.S.) are at high risk of insufficient dietary intake and nightly sleep given the competing demands of elite sports and academics. Researchers have developed interventions to improve collegiate athletes’ sleep and nutrition, either individually or collectively. However, progress in understanding how best to create sustained behavior change in this population has been slow. This may be due to the lack of application of behavioral science principles such as lack of a guiding theory, effective strategies, and consideration of implementation contexts. This scoping review takes …


An Equity-Based And Culturally Responsive Bill Of Rights For Early Childhood Students Of Color With Exceptionalities, Evette Simmons-Reed, Michelle Frazier Trotman Scott, Gloria Tardash, Mildred Boveda, Donna Y. Ford May 2026

An Equity-Based And Culturally Responsive Bill Of Rights For Early Childhood Students Of Color With Exceptionalities, Evette Simmons-Reed, Michelle Frazier Trotman Scott, Gloria Tardash, Mildred Boveda, Donna Y. Ford

Perspectives on Early Childhood Psychology and Education

The COVID-19 pandemic exacerbated existing disparities in early intervention (EI) and early childhood special education (ECSE) services for culturally and linguistically diverse (CLD) disabled children, exposing critical gaps in access, services and support. systemic inconsistencies in implementation, training, and funding, remain barriers limit opportunities for CLD students to benefit, despite the aims of the Individuals with Disabilities Improvement Act (IDEA). To address these inequities, this manuscript proposes an expanded and updated Culturally Responsive Equity-Based Bill of Rights for EI and ECSE. Building upon Ford and colleagues' (2018) work, this revised document extends protections to children aged zero to five, emphasizing …


Latent Transition Analysis: A Statistical Method For Identifying Underlying Subgroups Over Time, Holmes Finch May 2026

Latent Transition Analysis: A Statistical Method For Identifying Underlying Subgroups Over Time, Holmes Finch

Perspectives on Early Childhood Psychology and Education

Researchers working in early childhood research are often interested in assessing change over time in multiple variables. In addition, they may wish to ascertain whether there exist subgroups in the data with respect to these variables, and whether/how membership in these groups is related. Latent transition analysis (LTA) provides such researchers with a useful tool for investigating questions around such groups, including their composition, frequency, and the likelihood of moving from one to another at different points in time. The purpose of this manuscript is to provide a full demonstrate of LTA and show how it can be used to …


Incorporating The Use Of Puppets And Puppetry-Based Approaches In Nutrition: A Scoping Review Of Interventions, Basil H. Aboul-Enein, Nada Benajiba, Majd Jan, Sarah Ali Alasmari, Patricia J. Kelly, Stephen F. Gambescia, Elizabeth Dodge May 2026

Incorporating The Use Of Puppets And Puppetry-Based Approaches In Nutrition: A Scoping Review Of Interventions, Basil H. Aboul-Enein, Nada Benajiba, Majd Jan, Sarah Ali Alasmari, Patricia J. Kelly, Stephen F. Gambescia, Elizabeth Dodge

College of Nursing Faculty Papers & Presentations

Puppetry-based activities could serve as a low cost and manageable intervention in improving health-related outcomes. This review aims to identify the research to date and gaps in practice of the role and application of puppetry interventions in nutrition education. A scoping review was conducted using the PICOS framework and PRISMA-ScR guidelines, identifying studies across eight databases between January, 1980 and July, 2025.Twenty-five studies were identified, with the majority (n = 19) aimed at pre-school and school-aged children. Fifteen studies used quasi-experimental, pre-post designs. The use of hand and finger puppets was common, as well as videos and puppet theatre. …


Leveraging Mobile Health To Prevent Coronary Artery Disease Through Physical Activity Promotion Among Underserved Youth, Alina Yang, Jessh M. Mavoungou, Matthew C. Miller, Zarmina Amin, Zan Gao May 2026

Leveraging Mobile Health To Prevent Coronary Artery Disease Through Physical Activity Promotion Among Underserved Youth, Alina Yang, Jessh M. Mavoungou, Matthew C. Miller, Zarmina Amin, Zan Gao

International Journal of Physical Activity and Health

Coronary artery disease (CAD) develops earlier than often recognized, with underserved youth facing disproportionate cardiometabolic risk. Low participation in moderate-to-vigorous physical activity (PA) is a key driver. This viewpoint explores how mobile health (mHealth) technologies can serve as tools to increase PA engagement among underserved youth, guided by a combined Self-Determination Theory and RE-AIM (Reach, Effectiveness, Adoption, Implementation, and Maintenance) framework. It highlights current barriers to mHealth adoption, limited cultural relevance, engagement challenges, and accessibility gaps, and presents key considerations for designing culturally informed, age-tailored, and youth-centered mHealth interventions. Overall, the paper calls for a more inclusive and targeted approach …


Boosting Psychological Well-Being In One Session: A Rapid Counseling Approach To Digital Detox And Music Therapy, Aryobimo Oentarto May 2026

Boosting Psychological Well-Being In One Session: A Rapid Counseling Approach To Digital Detox And Music Therapy, Aryobimo Oentarto

Buletin Konseling Inovatif

The rapid acceleration of technology has trapped modern youth in a digital connectivity paradox, where constant social media exposure triggers cognitive distortions and maladaptive behaviors that erode psychological well-being. This study evaluates the effectiveness of a Rapid Counseling approach integrated with Single-Session Music Therapy (RC-SSMT) in enhancing the psychological well-being of youth by breaking the cycle of digital addiction. Using a pre-test and post-test experimental design, the study focused on six youths (aged 15–17) at Church "X" in Jakarta who were identified as having low psychological well-being. The intervention combined a mandatory digital detox as a behavioral task with music …


Bdnf Signaling Dysfunction In College-Aged Males: Mapk/Erk Contributions To Mood, Cognition, And Motivation., Abdul-Rahman Kassak May 2026

Bdnf Signaling Dysfunction In College-Aged Males: Mapk/Erk Contributions To Mood, Cognition, And Motivation., Abdul-Rahman Kassak

COD Library Student Research and Award Symposium

BDNF Signaling Dysfunction in College-Aged Males: MAPK/ERK Contributions to Mood, Cognition, and Motivation.

Faculty Sponsor:  Professor Liane Cochran-Stafira


Preparing A Qualified Workforce To Support The Disability Community Through The Lend Interprofessional Learning Experience, Megan K. Roberts, Beth W. Degrace, Mark J. Fisher, Sandra H. Arnold May 2026

Preparing A Qualified Workforce To Support The Disability Community Through The Lend Interprofessional Learning Experience, Megan K. Roberts, Beth W. Degrace, Mark J. Fisher, Sandra H. Arnold

Developmental Disabilities Network Journal

Leadership and workforce preparation are vital roles of the nation’s academic institutions to advance health care services for the members of our communities. Leadership Education in Neurodevelopmental and other Related Disabilities (LEND) programs aim to prepare leaders in health care services and advocacy to improve systems and the quality of care and supports for the disability community, specifically children with developmental disabilities. LEND programs enhance standard health care pre-service training by providing interdisciplinary learning experiences for student trainees from a minimum of ten disciplines in 300 hours of learning activities over one academic year. An innovative feature of LEND programs …


Ethical Participation In An Unethical System: Partnering With The New London Homeless Hospitality Center, Lucy Koester May 2026

Ethical Participation In An Unethical System: Partnering With The New London Homeless Hospitality Center, Lucy Koester

Program in Community Action (PICA)

How can volunteers engage meaningfully and ethically within a system that does not always center the voices of the people it serves? This Senior Integrative Project (SIP) explores the College’s long-term partnership with the New London Homeless Hospitality Center (NLHHC), and how campus-community partnerships (CCPs) can build resilient and civically minded societies. Drawing on experiences volunteering and developing collaborative projects with the NLHHC, it reflects on the challenges and possibilities for improving the guests’ experiences. Using a sociological approach, this paper analyzes how organizations like the NLHHC are products of bureaucratic systems, and emphasize the importance of centering community voices …


"I Just Wanted To Help": Certified Recovery Peer Advocates And Disconnected Labor, Rosie Benser May 2026

"I Just Wanted To Help": Certified Recovery Peer Advocates And Disconnected Labor, Rosie Benser

Dissertations - ALL

This dissertation examines the remaking of the recovery industry via the rise of Certified Recovery Peer Advocates (CRPA), or recovery peers, and the conditions that enable and constrain their labor. Peer Based Support Services (PBSS) was professionally recognized in the substance use disorder (SUD) treatment field starting in the early twenty-first century through federal grants for the underinsured and the ability to submit services for Medicaid/Medicare insurance repayments. As a result, CRPAs are especially present in low-income communities, dispatched to serve people seeking recovery from SUD with a mandate to “have conversations about change.” Drawing from in-depth interviews, participant observation …


Exploring The Benefits Of Yoruba Indigenous Knowledge And The Herbal Medicine System, Sunday Opene Ozonuwe 7317673, Ayobami Aderonke Ogungbade, Faith Ohwofasa May 2026

Exploring The Benefits Of Yoruba Indigenous Knowledge And The Herbal Medicine System, Sunday Opene Ozonuwe 7317673, Ayobami Aderonke Ogungbade, Faith Ohwofasa

Library Philosophy and Practice (e-journal)

The Yoruba people are one of the West African's main ethno-linguistic or ethnic groups. They have an impressive indigenous knowledge and herbal medicinal system. They pre-occupied Oyo, Osun, Ekiti, Kwara, Ondo, Lagos and Koji state. The researchers developed seven (7) research objectives and seven (7) research questions to investigate the nature, forms, benefits and methods of preparing and administering Yoruba Herbal Medicine. Descriptive research design was adopted for the study, interviews and observations were the instruments used for data collections. Eight (8) herbal medicine practitioners were interviewed in Oyo and Ogun state. The result of the interviews was also presented …


Strategies For Improving Preventive Health Outcomes In Long-Term Care Case Management At Molina Healthcare Of Wisconsin, William W. Feilbach Jr. May 2026

Strategies For Improving Preventive Health Outcomes In Long-Term Care Case Management At Molina Healthcare Of Wisconsin, William W. Feilbach Jr.

M.S. in Human Services Administration

This research evaluates strategies to improve preventive health outcomes in long-term care case management at Molina Healthcare of Wisconsin, with a specific focus on improving participation in annual wellness visits.  Increasing health care costs and gaps in preventive care engagement among Medicare and Medicaid populations underscore the need for effective interventions. A systematic literature review of recent peer-reviewed and governmental sources was conducted to examine the relationship between preventive care, health outcomes, and cost containment. Findings show that greater engagement in preventive services, including annual wellness visits and screenings, supports early detection, reduces high-cost service utilization, and improves overall health …


Menstruation Behind Bars: A Mixed-Methods Study On Menstrual Product Access And Distribution Practices In Mississippi County Jails, Eron Hendrix May 2026

Menstruation Behind Bars: A Mixed-Methods Study On Menstrual Product Access And Distribution Practices In Mississippi County Jails, Eron Hendrix

Honors Theses

This study examines menstrual product access and distribution practices in Mississippi county jails. It highlights the impact of period poverty as a critical yet underexplored public health and human rights issue within the corrections system. While existing research documents widespread inequities in access to menstrual products women’s healthcare in the correctional system, limited attention has been given to menstrual health at the local jail level. Using a mixed-methods approach, this study combines qualitative interviews with jail correctional staff and quantitative survey data from formerly incarcerated women to better understand institutional practices and lived experiences.

Interviews were conducted with sheriffs, jail …


Msw Professional Portfolio, Sierra Trivaye Singer May 2026

Msw Professional Portfolio, Sierra Trivaye Singer

Graduate Student Portfolios, Professional Papers, and Capstone Projects

No abstract provided.


It’S Up To The States: The Role Of State-Based Safety Net Programs In Maternal Health Outcomes, Brooklyn Hall May 2026

It’S Up To The States: The Role Of State-Based Safety Net Programs In Maternal Health Outcomes, Brooklyn Hall

Honors Theses

This thesis explores the relationship between state-based safety net programs and maternal health outcomes in the United States. Using the case studies of five states, namely Mississippi, Alabama, Wisconsin, Minnesota, and California, this research examines how variations in programs such as Medicaid, the Earned Income Tax Credit (EITC), Temporary Assistance for Needy Families (TANF), and Paid Family Leave (PFL) influence maternal mortality rates and overall maternal health outcomes. The analysis shows that states with more generous and comprehensive safety net programs, like California and Minnesota, tend to report lower maternal mortality rates. In contrast, states with less robust programs, such …


Quantifying Black Carbon Concentrations In Georgia And Analyzing Associated Public Health Risks, Khloe R. Osborne May 2026

Quantifying Black Carbon Concentrations In Georgia And Analyzing Associated Public Health Risks, Khloe R. Osborne

Honors Theses

Quantifying Black Carbon Concentrations in Georgia and Analyzing Associated Public Health Risks

One of the most daunting challenges of the industrial world is air pollution. Within this broad spectrum, there is an inhalable particle group named PM2.5, which contains black carbon. Black carbon has evidence that supports the generation and worsening of adverse health impacts, which may include birth complications, cognitive deficits in children, pulmonary aggravation, asthma, cardiovascular issues, neurological degenerative patterns, and cancer risk. This is especially seen in vulnerable populations, like children, elderly, and those who already suffer from weakened health, many of which reside in the southern …


Food For Thought: Community Perspectives On Access To Produce In The Mississippi Delta Region, Mckenzie S. Cox May 2026

Food For Thought: Community Perspectives On Access To Produce In The Mississippi Delta Region, Mckenzie S. Cox

Honors Theses

Historically, MS has struggled to provide access to nutritious food for its residents. Approximately 15.3% of households in the state were classified as food insecure between 2018 and 2020, which is significantly higher than the national food insecurity rate of 10.7% for the same year (USDA Economic Research Service, 2023). According to the National Park Service (2022), between 55% and 60% of all land area in the MS Delta region is used for agricultural purposes. However, there appears to be a missing link in the chain connecting individuals and local communities to these crops.

This qualitative study focuses on food …


A Qualitative Analysis Of The Challenges And Prospects Of Communicating Scientific Information About Gmos To Farmers In Kenya, Joseph J. Olomy, Abraham K. Mulwo May 2026

A Qualitative Analysis Of The Challenges And Prospects Of Communicating Scientific Information About Gmos To Farmers In Kenya, Joseph J. Olomy, Abraham K. Mulwo

Journal of Humanities and Social Sciences

The increasingly polarised public debate surrounding genetically modified organisms (GMOs) often lacks sufficient expert input, leading to heightened public fears and misconceptions. This prompts the questions as to how effectively scientific information on genetically modified foods (GMFs) is communicated to the general public. This study presents findings from interviews with eight crop scientists involved in GMF crop research in Kenya, with the objective of assessing the challenges and opportunities of communicating GMF research findings to the public, and especially to farmers. The participants were selected using a snowballing technique, where the initial participants were identified based on their active engagement …


Analyzing Sun Bucks Program Experience Among Southwestern Pennsylvania Families With Just Harvest, Olivia Mae Gifford May 2026

Analyzing Sun Bucks Program Experience Among Southwestern Pennsylvania Families With Just Harvest, Olivia Mae Gifford

Public Health Capstone Projects

  1. Objectives: This project primarily seeks to identify the common barriers preventing vulnerable families from accessing the SUN Bucks Program. The SUN Bucks program is an optional program through the United States Department of Agriculture that works in conjunction with the state of Pennsylvania in order to provide school-aged children families with supplemental funds to supply greater nutrition during the summer months. This research supports the work of a local non-profit, Just Harvest, in order to better inform their advocacy and outreach efforts as they fight against food insecurity in Western Pennsylvania.
  2. Methods: All data was collected electronically via a …


A Sturdy Future: Mangrove Restoration Against Climate Extremes, Gabriella Marie Siasoco May 2026

A Sturdy Future: Mangrove Restoration Against Climate Extremes, Gabriella Marie Siasoco

Student Theses 2015-Present

This paper addresses the impacts of climate change on natural disasters and examines how rehabilitation of mangrove forests in Mesoamerica and the Caribbean can mitigate those effects. Rising ocean and atmospheric temperatures contribute to higher sea levels and more severe hurricanes and tropical storms, characterized by increased frequency, duration, and intensity in peak winds, storm surges, and rainfall. Mangrove ecosystems act as vital buffers against coastal disturbances such as tsunamis and extreme storms, while contributing to climate change mitigation through carbon sequestration. Additionally, they improve water quality by filtering nutrients, preventing eutrophication. Despite their ecological and economic value, mangroves in …


The Data Driven Body, Kimberlyn P. Konen May 2026

The Data Driven Body, Kimberlyn P. Konen

Departmental Honors & Graduate Capstone Projects

This paper examines how wearable fitness technologies function as persuasive digital tools that shape cultural understandings of health. Through a qualitative rhetorical analysis of popular devices such as Fitbit, Apple Watch, Garmin, and WHOOP, the study explores how interface design, data visualizations, notifications, and marketing materials communicate implicit messages about wellness. Rather than acting as neutral measurement tools, fitness trackers promote specific values, including quantification, discipline, optimization, and self-surveillance. Findings reveal that these devices define health through numerical metrics, encourage consistent productivity, frame wellness as competitive performance, and use emotional feedback to reinforce success or failure. Additionally, marketing imagery promotes …


Barriers, Beliefs, And Brilliance: African American Males Perceptions Of Academic Success, Cara C. Bowie May 2026

Barriers, Beliefs, And Brilliance: African American Males Perceptions Of Academic Success, Cara C. Bowie

ATU Theses and Dissertations 2021 - Present

This phenomenological study looked at the lived experience and perceptions of academically successful African American male students in Riverbend County, Arkansas.  With the help of the Critical Race Theory (CRT) and a phenomenological orientation, the research aimed to address the research question: What aspects of the educational systems do academically successful African American male students identify as most influential and impactful in their success?  Brookhaven High School was purposely chosen, with ten participants having a minimum 3.0 GPA.  The main data collection tool was semi-structured interviews, and Moustakas (1994) transcendental phenomenological analysis approach was used to determine textual and structural …


Prematurity And Special Education: Raising Awareness Of The Connections Between Preterm Births And Special Education, Nadia R. Corder May 2026

Prematurity And Special Education: Raising Awareness Of The Connections Between Preterm Births And Special Education, Nadia R. Corder

Honors Theses

In this thesis, the goal was to find the link, if any, between prematurity and special education, with regards to probability of special education and outcomes, and to create a means of professional development for not only special education teachers about prematurity risks and effects on students but also parental education about the possible procedures of their child’s education. This is accomplished through the organization of infographic pamphlets for parents and an online professional development presentation. Both these formats are compliant to the Americans with Disabilities Act (ADA) accessibility parameters. A literature review was conducted to achieve this goal using …


Using Geospatial Analysis To Compare Metropolitan Greenspace And Adolescent Obesity, Rachel Schild, Denyelle Kenyon, Zachary Schild May 2026

Using Geospatial Analysis To Compare Metropolitan Greenspace And Adolescent Obesity, Rachel Schild, Denyelle Kenyon, Zachary Schild

Scholarship Pathways Program

Using Geospatial Analysis and Machine Learning to Compare Metropolitan Greenspace and Rates of Adolescents with Obesity

 Rachel Schild MD | DenYelle Kenyon PhD

 Introduction: Insufficient outdoor activity, influenced by limited access to exercise-friendly greenspaces, may contribute to increasing childhood obesity rates. However, rigorous evaluation of greenspace quality on a citywide scale is lacking. This study aims to characterize greenspace vegetation types and correlate them with adolescent obesity outcomes, identifying optimal characteristics for promoting health. This data could aid city planners in optimizing greenspace allocation and improving vegetation choices.

Methods: Satellite imagery and municipal data were used to map ten cities, …