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Full-Text Articles in Public Health

Keeping Families Together: Companion Animals As A Public Health Imperative, Lori R. Kogan, Rebecca Niemiec May 2026

Keeping Families Together: Companion Animals As A Public Health Imperative, Lori R. Kogan, Rebecca Niemiec

Journal of One Health Systems

Contemporary US public health frameworks emphasize social, economic, and environmental determinants of health, yet largely overlook the reality that most households include companion animals regarded as family members. This omission has tangible consequences during crises such as housing instability, illness, domestic violence, or disasters, when families are often forced to choose between their own safety and the safety of their animals. We argue that this represents a significant public health failure. Drawing on interdisciplinary evidence, we propose that companion animals function as a social determinant of health, that forced separation constitutes a public health harm, and that Human-Animal Support Services …


Vaccination-Related Applications And Health Care Professionals' Observed Changes In Human Papillomavirus Vaccine Hesitancy: Cross-Sectional Survey, Manali Desai, Shreela Sharma, Joel Fokom-Domgue, Robert Yu, Wenyaw Chan, Onyema G Chido-Amajuoyi, Charles Darkoh, Sanjay Shete May 2026

Vaccination-Related Applications And Health Care Professionals' Observed Changes In Human Papillomavirus Vaccine Hesitancy: Cross-Sectional Survey, Manali Desai, Shreela Sharma, Joel Fokom-Domgue, Robert Yu, Wenyaw Chan, Onyema G Chido-Amajuoyi, Charles Darkoh, Sanjay Shete

Faculty, Staff and Student Publications

Background: Digital tools are known to promote public health interventions such as vaccine delivery. The recommendation that health care professionals (HCPs) use vaccination-related mobile apps or web-based applications has contributed to improving vaccine awareness and acceptance in the United States. The state of Texas, which has one of the lowest human papillomavirus (HPV) vaccination rates, has seen a significant increase in HPV vaccine hesitancy, particularly during the COVID-19 pandemic.

Objective: This study aimed to examine the association between changes in HPV vaccine hesitancy observed by HCPs among patients in Texas and promotion of vaccination-related applications at the health care facilities …


Cigarette And E-Cigarette Use In Greater Philadelphia: Proportion Of Use Compared To National Data And Local Predictors Of Smoking Status, Munjireen Sifat, Joshua Banks, Lilianna Phan, Kuang-Yi Wen, Julie A. Barta, Rebecca J. Melillo, Hee-Soon Juon May 2026

Cigarette And E-Cigarette Use In Greater Philadelphia: Proportion Of Use Compared To National Data And Local Predictors Of Smoking Status, Munjireen Sifat, Joshua Banks, Lilianna Phan, Kuang-Yi Wen, Julie A. Barta, Rebecca J. Melillo, Hee-Soon Juon

College of Population Health Faculty Papers

UNLABELLED: Objective tobacco use, cigarette, e-cigarette, cancer-related beliefs, perceived risk, lifestyle attribution, cancer disparities, health equity. We assessed cigarette smoking and e-cigarette use in the Greater Philadelphia region alongside national data. The objectives were to descriptively explore differences in tobacco use by sociodemographic characteristics. We also examined cancer belief associations with smoking and e-cigarette use in the local context.

METHODS: We descriptively compared cross-sectional survey data from 2744 adults in the Sidney Kimmel Comprehensive Cancer Center (SKCCC) catchment area (Greater Philadelphia region; May-July 2022) with 6252 Health Information National Trends Survey (HINTS 6) nationally representative respondents (United States; March-November 2022). …


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 …


Predictors Of New Vaccine Introduction In Nigeria, Omotayo Giwa May 2026

Predictors Of New Vaccine Introduction In Nigeria, Omotayo Giwa

Walden Dissertations and Doctoral Studies

No abstract provided.


Assessment And Mitigation Of Covid-19 Occupational Hazards Among Small Businesses In A High-Risk Community, Sadie H Conway, Denise Vasquez, Soyoung Kwon, Kristina D Mena, Louis D Brown, Janelle Rios May 2026

Assessment And Mitigation Of Covid-19 Occupational Hazards Among Small Businesses In A High-Risk Community, Sadie H Conway, Denise Vasquez, Soyoung Kwon, Kristina D Mena, Louis D Brown, Janelle Rios

Faculty, Staff and Student Publications

Purpose –: This project explored COVID-19 workplace hazards and factors influencing the implementation of risk mitigation approaches among small businesses in a high-risk community.

Design/methodology/approach –: Using a novel framework, data were collected from 90 workplaces through site visits and consultations with at least one owner, manager or supervisor ("employer") and at least one non-managerial staff member ("employee"). A risk assessment and mitigation plan were prepared based on site-specific hazards; later, a follow-up visit assessed whether recommendations had been implemented and factors influencing these decisions.

Findings –: A total of 84 businesses (93.3%) implemented at least one recommendation, citing ease …


Obesity Rise Plateaus In Developed Nations And Accelerates In Developing Nations, Ncdrf Collaboration, Bin Zhou, Nowell H. Phelps, Agnese Galeazzi, Olivia N. O’Driscoll, James E. Bennett, Lakshya Jain, Ysé D’Ailhaud De Brisis, Gladys E. Maestre, Jesus D. Melgarejo May 2026

Obesity Rise Plateaus In Developed Nations And Accelerates In Developing Nations, Ncdrf Collaboration, Bin Zhou, Nowell H. Phelps, Agnese Galeazzi, Olivia N. O’Driscoll, James E. Bennett, Lakshya Jain, Ysé D’Ailhaud De Brisis, Gladys E. Maestre, Jesus D. Melgarejo

School of Medicine Publications

Global reporting of obesity is commonly based on comparisons over multiple decades1 and lacks a granular and systematic analysis of its dynamics. We used 4,050 population-based studies with measured height and weight data on 232 million participants to assess the worldwide dynamics of obesity from 1980 to 2024. The rise in obesity decelerated in school-aged children and adolescents throughout the 1990s in many high-income countries, and subsequently plateaued in most at age-standardized prevalences spanning 20 percentage points, from 3–4% for girls in Japan, Denmark and France to 23% for boys in the USA. There were indications of a small …


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 …


The Mediating Effect Of Physical Activity On Mental Health Among Sexual Minority Adolescents During Covid-19, You Fu, Ryan D. Burns, Hayley Almes, Xiangren Yi, Nora Constantino May 2026

The Mediating Effect Of Physical Activity On Mental Health Among Sexual Minority Adolescents During Covid-19, You Fu, Ryan D. Burns, Hayley Almes, Xiangren Yi, Nora Constantino

International Journal of Physical Activity and Health

Purpose: Adolescents identifying as a sexual minority frequently experience mental health issues exacerbated by the COVID-19 pandemic. Physical activity (PA) has numerous benefits for mental health and emotional development. The purpose of this study was to examine the mediating effect of PA on the association between sexual minority status and mental health among adolescents during COVID-19. Methods: A sample of adolescents (grades 9-12) completed the online Adolescent Behaviors and Experiences Survey (ABES; N = 7677; 49.6% male) in 2021. The independent variable in this study was a recorded binary response item asking about sexual orientation. The dependent variable was a …


Evaluating The Impact Of A Standardized Intimate Partner Violence Screening Tool In A Clinical Setting, Dylan Bogucki May 2026

Evaluating The Impact Of A Standardized Intimate Partner Violence Screening Tool In A Clinical Setting, Dylan Bogucki

Evidence-Based Practice Project Reports

Intimate partner violence (IPV) is defined as any act of violence, including physical, sexual, stalking, or psychological aggression by an intimate partner, former or current. Despite being preventable, IPV remains a leading nonobstetric cause of morbidity and mortality among women, which highlights the need for systematic screening in clinical settings. The purpose of this quality improvement project is to identify women who have previously experienced or are currently experiencing IPV and to connect them with appropriate resources. Twenty-one studies were identified, all demonstrating moderate to high methodological quality and supporting the need for routine IPV screening in women’s health settings. …


Redefining Skincare For Sensitive Lives, Ashlyn G. Sierra Ms May 2026

Redefining Skincare For Sensitive Lives, Ashlyn G. Sierra Ms

Honors College Theses

This study outlines how a skincare company that is both ethically and effectively developed for people suffering from eczema could create accessible, affordable products as well as maintain its commitment to being inclusive. The study uses scientific data regarding eczema in order to examine why certain aspects of skin care are helpful or dangerous when it comes to individuals who suffer from eczema, in addition, it provides an assessment of current skin care product offerings that are designed for people with eczema. Using the Wise Leadership Framework, the study presents a hypothetical business plan for a new, eczema-based skin care …


Redefining Skincare For Sensitive Lives, Ashlyn G. Sierra Ms May 2026

Redefining Skincare For Sensitive Lives, Ashlyn G. Sierra Ms

Honors College Theses

This study outlines how a skincare company that is both ethically and effectively developed for people suffering from eczema could create accessible, affordable products as well as maintain its commitment to being inclusive. The study uses scientific data regarding eczema in order to examine why certain aspects of skin care are helpful or dangerous when it comes to individuals who suffer from eczema, in addition, it provides an assessment of current skin care product offerings that are designed for people with eczema. Using the Wise Leadership Framework, the study presents a hypothetical business plan for a new, eczema-based skin care …


Smart Pediatric Oncology Tracker Of Symptoms (Spots), A Web-Based Interface For The Pediatric Pro-Ctcae: Development And Usability Study, Stacey Crane, Deevakar Rogith, Melody Hellsten, Andrew D Miller, Jacqueline Castillo, Brandy Boeger, Susan Vidaurre, Stefanie Pieper, Cecile Nguyen, Duc Anh Thanh Huynh, Jessica Wooden, Amy Franklin, Karen Moody, Wenyaw Chan, Pamela S Hinds, Constance Johnson May 2026

Smart Pediatric Oncology Tracker Of Symptoms (Spots), A Web-Based Interface For The Pediatric Pro-Ctcae: Development And Usability Study, Stacey Crane, Deevakar Rogith, Melody Hellsten, Andrew D Miller, Jacqueline Castillo, Brandy Boeger, Susan Vidaurre, Stefanie Pieper, Cecile Nguyen, Duc Anh Thanh Huynh, Jessica Wooden, Amy Franklin, Karen Moody, Wenyaw Chan, Pamela S Hinds, Constance Johnson

Faculty, Staff and Student Publications

Background: Children undergoing cancer treatment experience a range of treatment-related toxicities that significantly affect quality of life and adherence to therapy. Current methods for symptom reporting rely heavily on clinician interpretation of caregiver or child verbal reports, which can result in incomplete or inaccurate records. The Pediatric Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (Pediatric PRO-CTCAE; National Cancer Institute) provides a validated mechanism for direct symptom reporting by children and caregivers, yet its traditional administration and preselection of questions limit the breadth of symptom capture.

Objective: This research aimed to co-design and conduct formative usability testing …


Vaccines And Guns Data File, Alice Ann Crandall May 2026

Vaccines And Guns Data File, Alice Ann Crandall

ScholarsArchive Data

Three generation study of family health. The data sets associated with this submission examine attitudes about vaccines and guns across generations.


A Quality Improvement Project To Increase Identification And Treatment Of Obstructive Sleep Apnea In Patients With Type 2 Diabetes In A Rural Clinic, Paige Spence May 2026

A Quality Improvement Project To Increase Identification And Treatment Of Obstructive Sleep Apnea In Patients With Type 2 Diabetes In A Rural Clinic, Paige Spence

Evidence-Based Practice Project Reports

No abstract provided.


The Influence Of Prosthetic Obturators On Quality Of Life In Individuals With Maxillectomy Defects, Minseok Kim May 2026

The Influence Of Prosthetic Obturators On Quality Of Life In Individuals With Maxillectomy Defects, Minseok Kim

Oral Health

Abstract

Introduction: In recent years, there has been a growing focus on understanding the impact of oral cancer on patients' quality of life. Prosthetic rehabilitation techniques, such as maxillary obturators, often in conjunction with reconstructive surgery, have emerged as interventions to address the challenges posed by post-maxillectomy abnormalities.

Objective: This study aims to systematically review and evaluate the effectiveness of maxillofacial prosthetic rehabilitation using obturators in enhancing the quality of life of patients following maxillectomy.

Methodology: Systematic review of identified literature spanning the timeframe from 2000 to 2020 was used. The comprehensive search encompassed widely recognized databases including PubMed, …


Nurturing Beginnings, Madison K. Hanson May 2026

Nurturing Beginnings, Madison K. Hanson

Occupational Therapy Capstone Presentations

Early intervention for postpartum mothers and their infants plays a critical role in supporting long-term health outcomes for both members of the dyad. Maternal well-being is closely linked to a child’s development, and challenges such as stress, physical changes, and undiagnosed postpartum depression can disrupt bonding, parenting, and early skill development. Because the transition to motherhood is complex, consistent support and interventions are essential for both mom and baby. Strengthening public education and improving developmental screening practices can help ensure mothers and infants are receiving needed support early in life. Nurturing Beginnings worked to bridge the service gaps between healthcare …


Confederate Women In The Field Of Nursing And Their Impact On Southern Women’S Roles In Society, Laura Leigh L. Prater May 2026

Confederate Women In The Field Of Nursing And Their Impact On Southern Women’S Roles In Society, Laura Leigh L. Prater

Theses

During the Civil War, Confederate women had the opportunity to go to work as nurses. The majority of these women had never been allowed to take on roles beyond the domestic sphere in antebellum society.  Despite most of these women having limited medical training, they developed an expertise in nursing, extraordinary organization skills and gained respect for their achievements.  Their achievements proved that women were able to do far more than many in the South believed prior to the war.  This paper will show how the demands of war opened doors of greater opportunity for women in the South for …


Care, Control, And The Racial Regulation Of Black Women’S Reproduction In American Medicine, Rheya K. Wilk May 2026

Care, Control, And The Racial Regulation Of Black Women’S Reproduction In American Medicine, Rheya K. Wilk

Honors Thesis

Black women in the United States continue to experience disproportionately high rates of maternal mortality, negative reproductive healthcare experiences, and documented disparities in medical treatment. From slavery through the twenty-first century, American medicine has repeatedly positioned Black women’s reproduction as a site of regulation, rather than care, making medical mistrust among Black women a rational response to a long history of institutional conflict embedded in American medicine. Drawing on medical history and bioethical analysis, this thesis traces reproductive abuse across distinct, yet connected, eras. Beginning with antebellum gynecological experimentation on enslaved women, it demonstrates how racialized assumptions about pain and …


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 …


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 …


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 …


The Legacy Of Lead: Lead Exposure's Harmful Effects And Its Concentration In Poc Communities, Layla Sophronia Barber May 2026

The Legacy Of Lead: Lead Exposure's Harmful Effects And Its Concentration In Poc Communities, Layla Sophronia Barber

Student Theses 2015-Present

This thesis examines the disproportionate burden of lead exposure carried by low income, POC communities. The systemic nature of this problem is a symptom of a longstanding legacy of environmental injustice in the United States. Decades of federal neglect are reflected in the higher statistics of lead exposure and poisoning in predominantly black communities. While it is understood that lead exposure poses a serious threat to physical health and early cognitive development, there is a discouraging lack of urgency to remove the toxin from non-wealthy communities. The material covered by this thesis aims to identify and correct the discriminatory social …


Bio 340 Final Project: Rural Population Structure And Food Production Interact To Shape Global Undernourishment, Ava Ripanti May 2026

Bio 340 Final Project: Rural Population Structure And Food Production Interact To Shape Global Undernourishment, Ava Ripanti

Biology Student Scholarship

Ava Ripanti - Environmental Biology '27

Undernourishment remains a major global public health challenge, reflecting the proportion of a population lacking sufficient dietary energy intake. While food availability is central to food security, undernourishment is also shaped by structural and socioeconomic factors such as population distribution and access to resources. Although rural populations are closely tied to agriculture, they often experience higher food insecurity due to limited infrastructure, market access, and healthcare. Prior research emphasizes that broader determinants, particularly inequality and development, are stronger predictors of undernourishment than agricultural output alone, that food insecurity exists in both rural and urban …


Serological Evidence Of Onchocerca Volvulus Exposure And Entomological Indicators Of Parasite Transmission, Didier Kapuku Bakajika May 2026

Serological Evidence Of Onchocerca Volvulus Exposure And Entomological Indicators Of Parasite Transmission, Didier Kapuku Bakajika

Walden Dissertations and Doctoral Studies

No abstract provided.


Modeling Individual Self-Protective Behavior During Epidemics, Geonsik Yu, Michael J. Garee, Mario Ventresca, Yuehwern Yih May 2026

Modeling Individual Self-Protective Behavior During Epidemics, Geonsik Yu, Michael J. Garee, Mario Ventresca, Yuehwern Yih

Faculty Publications

Protecting public health from infectious diseases requires collective action, as individual behaviors—such as vaccination and mask-wearing—directly influence disease dynamics. During the COVID-19 pandemic, unexpected public responses often undermined the effectiveness of interventions, highlighting the need to understand collective behavioral patterns and motivations to design more effective mitigation strategies. This study presents an agent-based simulation model that captures how individuals adjust self-protective behaviors based on evolving opinions about disease risk and examines how these decisions interact with external factors, such as public health interventions, to shape collective outcomes. To improve the representativeness of the simulated population, multiple datasets were integrated to …


The Effect Of A Superficial Biochar Layer On Soil Radon Exhalation: A Preliminary Investigation Into A Passive Residential Radon Mitigation Strategy, Nicholas Richmond Nelson May 2026

The Effect Of A Superficial Biochar Layer On Soil Radon Exhalation: A Preliminary Investigation Into A Passive Residential Radon Mitigation Strategy, Nicholas Richmond Nelson

Honors Theses

Residential radon exposure is a leading cause of lung cancer worldwide, yet home testing and mitigation remain infrequent. Active mitigation systems can be costly, and existing passive radon-resistant construction techniques, while cost-effective, are not always sufficient to reduce indoor radon to below the recommended EPA threshold of 4.0 pCi/L (148 Bq/m3). This initial work examines the potential for a superficial biochar layer placed beneath a house foundation during construction to reduce soil radon exhalation and subsequent indoor radon concentration. Biochar is also being explored as an admixture to concrete, and this study investigates radon transmission through concrete with varying biochar …


Colorectal Cancer Screening: Implementation And Evaluation Of A Screening Algorithm In A Rural Family Practice Clinic, Mollie M. Tate, Whitney Dubas May 2026

Colorectal Cancer Screening: Implementation And Evaluation Of A Screening Algorithm In A Rural Family Practice Clinic, Mollie M. Tate, Whitney Dubas

Doctor of Nursing Practice Projects: College of Nursing

Background: Colorectal cancer (CRC) is the second leading cause of cancer-related mortality in the United States and disproportionately affects rural populations. Although more than 90% of cases occur in adults older than 50 years, increasing incidence among younger adults prompted an update to national guidelines recommending screening beginning at age 45. Rural residents face multiple barriers to colorectal cancer screening (CRCS), including limited access to care, transportation challenges, lack of insurance, and absence of standardized screening processes in primary care. These barriers contribute to lower screening rates, delayed diagnosis, and poorer outcomes. Evidence demonstrates that CRCS reduces CRC morbidity and …


Menstrual Hygiene Screening Needs Assessment In South Dakota, Mariah Shafer, Denyelle Kenyon May 2026

Menstrual Hygiene Screening Needs Assessment In South Dakota, Mariah Shafer, Denyelle Kenyon

Scholarship Pathways Program

Menstrual Hygiene Screening Needs Assessment In South Dakota

Mariah M. Shafer, MD | DenYelle Kenyon Ph.D. Assoc Dean, Community Health and Engagement, MPH Program Director.

 Introduction: Menstrual hygiene management (MHM) is essential to women’s reproductive health; literature demonstrates there are mental, social, and economic consequences to inadequate MHM in rural and developing countries. Emerging studies show that US women who are impoverished, experiencing homelessness, or incarcerated also face poor MHM. To understand implications of poor MHM in South Dakota, a largely rural state, a thorough gynecologic health history is essential; this needs assessment explores the scope of MHM questions asked …


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, …