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Articles 691 - 720 of 806
Full-Text Articles in Public Health
The Healthy Lifestyle Center: A Case Study Illustrating The Opportunities And Challenges Confronting Local Health Departments In Preventing Chronic Disease, Katherine Anne Kemper Blossom
The Healthy Lifestyle Center: A Case Study Illustrating The Opportunities And Challenges Confronting Local Health Departments In Preventing Chronic Disease, Katherine Anne Kemper Blossom
Master of Public Health Program Student Publications
Obesity is at epidemic levels in the United States, and is directly associated with decreased life expectancy, reduced quality of life, and increased health care costs. Public health system partners agree that reversing obesity trends will require a concerted effort led by government as well as business and civic organizations and that a multi-faceted approach will be needed to transform communities into places where the healthy choice becomes the easy choice for everyone. A foundational role for local health departments is to promote healthy behaviors. Public Health – Dayton & Montgomery County (PHDMC) has a history of providing community-based health …
Differences In Demographic, Behavioral, And Biological Variables Between Those With Valid And Invalid Accelerometry Data: Implications For Generalizability, Paul D. Loprinzi, Bradley J. Cardinal, Carlos J. Crespo, Gary R. Brodowicz, Ross E. Andersen, Ellen Smit
Differences In Demographic, Behavioral, And Biological Variables Between Those With Valid And Invalid Accelerometry Data: Implications For Generalizability, Paul D. Loprinzi, Bradley J. Cardinal, Carlos J. Crespo, Gary R. Brodowicz, Ross E. Andersen, Ellen Smit
Community Health Faculty Publications and Presentations
Background: The exclusion of participants with invalid accelerometry data (IAD) may lead to biased results and/or lack of generalizability in large population studies. The purpose of this study was to investigate whether demographic, behavioral, and biological differences occur between those with IAD and valid accelerometry data (VAD) among adults using a representative sample of the civilian noninstitutionalized U.S. population. Methods: Ambulatory participants from NHANES (2003-2004) who were 20-85 years of age were included in the current study and wore an ActiGraph 7164 accelerometer for 7 days. A "valid person" was defined as those with 4 or more days of at …
An Investigation Of Perinatal Polychlorinated Biphenyl Exposure On Body Composition And Glucose Homeostasis, Cetewayo S. Rashid
An Investigation Of Perinatal Polychlorinated Biphenyl Exposure On Body Composition And Glucose Homeostasis, Cetewayo S. Rashid
Theses and Dissertations--Nutritional Sciences
Recent advancements have uncovered environmental contributions to obesity and diabetes etiology. In fact, perinatal malnutrition resulting in low birth weight (LBW) has been shown to correlate with later life obesity and impaired glucose tolerance in aged offspring. LBW can result from a myriad of developmental perturbations including macronutrient restriction, hypoxia, maternal stress and toxin exposure.
Polychlorinated biphenyls (PCBs) are ubiquitous environmental pollutants that bioaccumulate in the food chain resulting in dietary exposure in humans. Maternal and cord blood PCB levels are inversely associated with birth weight, and recent studies indicate that perinatal exposures to PCBs contribute to gender-specific obesity development …
Participation In Immersion Weight Loss Treatment May Benefit, Not Harm, Young Adult Staff Members, Katherine Elizabeth Schaumberg
Participation In Immersion Weight Loss Treatment May Benefit, Not Harm, Young Adult Staff Members, Katherine Elizabeth Schaumberg
Legacy Theses & Dissertations (2009 - 2024)
American teens and young adults are at risk for developing pathological eating patterns, which can lead to eating disorders and obesity. Despite the success of weight management programs for obese individuals, some researchers caution that participation in an aggressive approach to weight management could promote the development of eating disorders. The current study evaluated the risks of following a weight management program for healthy young adults who served as staff members in immersion treatment of obesity over the course of a summer. Participants included Wellspring staff members (n = 108) along with a comparison group of young adults with similar …
Exposure To Persistent Organic Pollutants And Metabolic Diseases, Zafar Zayirovich Aminov
Exposure To Persistent Organic Pollutants And Metabolic Diseases, Zafar Zayirovich Aminov
Legacy Theses & Dissertations (2009 - 2024)
Background: The metabolic syndrome (MetS) is a group of diseases that tend to occur together, including diabetes, hypertension, central obesity, cardiovascular disease and hyperlipidemia. Exposure to persistent organic pollutants (POPs) such as polychlorinated biphenyls (PCBs) and organochlorine pesticides (OCPs) have been associated with increased risk of development of several of the components of the MetS.
Using Geospatial Technologies To Characterize Relationships Between Travel Behavior, Food Availability, And Health, Warren J. Christian
Using Geospatial Technologies To Characterize Relationships Between Travel Behavior, Food Availability, And Health, Warren J. Christian
Theses and Dissertations--Geography
Epidemic obesity in the U.S. has prompted exploration of causal factors related to the built environment. Recent research has noted statistical associations between the spatial accessibility of retail food sources, such as supermarkets, convenience stores, and restaurants, and individual characteristics such as weight, socioeconomic status, and race/ethnicity. These studies typically use residential proximity or neighborhood density to food sources as the measure of accessibility. Assessing food environments in this manner, however, is very limiting. Since most people travel outside of their neighborhood on a daily basis, the retail food sources available to individuals residing in the same area could vary …
Social Cognitive Theory Vs. Social Comparison Theory: Examining The Relationship Between Social Influence And Weight Loss, Emily Grigg
Masters Theses
This qualitative study investigated the impact of social influence on weight loss, more specifically, the internal and external elements that effect response and success of those who are trying to lose weight. The research focused on three questions: (1) How great of an influence does self-efficacy have in weight loss success? (2) How great of an influence does social comparison have in weight loss success? (3) Which factor has the largest impact on weight loss: self-efficacy, peer efficacy, or positive social support, or negative social support? Data was collected by the researcher conducting semi-structured interviews. These interview were conducted with …
Apparent Change In Obesity-Mortality Associations: Methodological Issues In Survival Analyses With Censored Outcomes, Tapan Shirish Mehta
Apparent Change In Obesity-Mortality Associations: Methodological Issues In Survival Analyses With Censored Outcomes, Tapan Shirish Mehta
All ETDs from UAB
Analyses of the National Health and Nutrition Examination Survey (NHANES) have suggested that the mortality rate (MR) associated with obesity has decreased over calendar time. However, there has been conflicting evidence about the apparent change in the obesity-MR over calendar time. This dissertation investigates some of the empirical and methodological issues involved in assessing the longitudinal change in the obesity-mortality associations. In the first manuscript, Obesity and Mortality: Are the Risks Declining? Evidence from Multiple Prospective Studies in the U.S., a multiple longitudinal design is proposed and implemented to evaluate whether the obesity-mortality associations have declined over calendar time after …
Bmi At Diagnosis And Its Association With Markers Of Hiv Disease Progression And Cardiovascular Disease Risk., Kelly Deshon Johnson
Bmi At Diagnosis And Its Association With Markers Of Hiv Disease Progression And Cardiovascular Disease Risk., Kelly Deshon Johnson
Theses and Dissertations
Highly active antiretroviral treatment (HAART) has transformed the state of human immunodeficiency virus (HIV) from acute to chronic. As a result, the long-term effect of HAART has caused weight gain among HIV-infected individuals, leading to an increased prevalence of overweight and obesity. Increased Body Mass Index (BMI) has been associated with adverse health outcomes in non-HIV and HIV populations, yet among HIV-infected individuals, a higher BMI at diagnosis offers a slower progression from HIV to AIDS. Pre-HAART, studies reported that obese HIV-infected individuals have higher increases in CD4 count over time. However post-HAART, some report that overweight HIV-infected individuals with …
The Relationship Between Socioeconomic Status And Body Mass Index On Vitamin D Levels In African American Women With And Without Diabetes Living In Areas With Abundant Sunshine, Shani Vann Davis
USF Tampa Graduate Theses and Dissertations
OBJECTIVE: To examine the relationships between socioeconomic status (SES), body mass index (BMI), and vitamin D levels in African American (AA) women living in areas with abundant sunshine; and to explore if diabetes moderates these relationships.
SIGNIFICANCE: More AA's live in poverty, and experience obesity, diabetes, and chronic disease compared to other groups. Eighty percent of AA women are overweight or obese, and rates of type 2 diabetes is highest in this group. Minority race, obesity, and diabetes increase risks for low vitamin D, and are associated with p
DESIGN AND METHOD: A cross-sectional descriptive research design was used to …
Tackling Overweight And Obesity: Does The Public Health Message Match The Science?, Katherine Hafekost, David Lawrence, Francis Mitrou, Therese O'Sullivan, Stephen Zubrick
Tackling Overweight And Obesity: Does The Public Health Message Match The Science?, Katherine Hafekost, David Lawrence, Francis Mitrou, Therese O'Sullivan, Stephen Zubrick
Research outputs 2013
Background: Despite the increasing understanding of the mechanisms relating to weight loss and maintenance, there are currently no validated public health interventions that are able to achieve sustained long-term weight loss or to stem the increasing prevalence of obesity in the population. We aimed to examine the models of energy balance underpinning current research about weight-loss intervention from the field of public health, and to determine whether they are consistent with the model provided by basic science. EMBASE was searched for papers published in 2011 on weight-loss interventions. We extracted details of the population, nature of the intervention, and key …
Effects Of Obesity On Thermoregulation And Cardiovascular Function During Exercise In Females, Jon David Adams
Effects Of Obesity On Thermoregulation And Cardiovascular Function During Exercise In Females, Jon David Adams
Graduate Theses and Dissertations
Previous research has shown that obese individuals are at greater risk for heat illnesses because of impaired thermoregulation. However, laboratory studies investigating cardiovascular and thermoregulatory function in obese individuals are difficult to interpret because of low sample sizes and methodological concerns. The purpose of this study was to determine if there are differences in thermoregulatory and cardiovascular function between obese and non-obese females. Twenty-four females, 13 obese (43.3 ± 4 .3 % fat, 77.2 ± 13.7 kg) and 11 non-obese (27.8 ± 6.0 % fat, 55.7±6.7 kg), cycled for 60 min in a warm environment (~40°C, 30% humidity) at a …
'Everything I Love Is Illegal, Immoral Or Against The Advice Of The Surgeon General', Roberto Hugh Potter
'Everything I Love Is Illegal, Immoral Or Against The Advice Of The Surgeon General', Roberto Hugh Potter
UCF Forum
The recent situation of TV anchor Jennifer Livingston in La Crosse, Wisc., offers a glimpse into how external indicators of health are becoming stigmatized in the public-health efforts to battle the “epidemic of obesity.”
Findings From The Nutrition Challenge Program, Rayleen Earney, Nicole Bungum, Timothy J. Bungum
Findings From The Nutrition Challenge Program, Rayleen Earney, Nicole Bungum, Timothy J. Bungum
Nevada Journal of Public Health
Obesity is an epidemic in the United States. Over 61% of U.S. adults and 58% of Nevada adults have Body Mass Index’s (BMI) that classify them as either overweight or obese (Behavioral Risk Factor Surveillance System [BRFSS], 2005). According to a recent article published in the Journal of the American Medical Association, obesity was the second leading cause of preventable death in the United States behind tobacco use (Mokdad, Marks, Stroup & Gerberding, 2004).
While obesity and overweight are complex, multi-factorial health conditions, an important contributor to the overweight and obesity epidemic is poor dietary habits. One of the major …
Body Mass Index Trajectories From Adolescence To Midlife: Differential Effects Of Parental And Respondent Education By Race/Ethnicity And Gender, Katrina M. Walsemann, Jennifer A. Ailshire, Bethany A. Bell, Edward A. Frongillo
Body Mass Index Trajectories From Adolescence To Midlife: Differential Effects Of Parental And Respondent Education By Race/Ethnicity And Gender, Katrina M. Walsemann, Jennifer A. Ailshire, Bethany A. Bell, Edward A. Frongillo
Faculty Publications
Objectives: Race/ethnicity and education are among the strongest social determinants of body mass index (BMI) throughout the life course, yet we know relatively little about how these social factors both independently and interactively contribute to the rate at which BMI changes from adolescence to midlife. The purpose of this study is to 1) examine variation in trajectories of BMI from adolescence to midlife by mothers' and respondents' education, and 2) determine if the effects of mothers' and respondents' education on BMI trajectories differ by race/ethnicity and gender.
Design: We used nationally representative data from the National Longitudinal Survey of Youth …
Utilization Of A Metabolic Syndrome Index In Evaluating The Life In Balance Lifestyle Intervention For Prevention Of Type 2 Diabetes Among Urban American Indians And Alaska Natives, Hongbin Jin
UNLV Theses, Dissertations, Professional Papers, and Capstones
Background: A myriad of diabetes prevention programs modeled on the Diabetes Prevention Program (DPP) are carried out worldwide to fight against the current diabetes pandemic. The percentage of weight reduction is a widely used indicator to evaluate diabetes prevention programs. However, weight change alone may not fully reflect the efficacy of lifestyle intervention. A metabolic syndrome index is a promising novel scale for evaluation of diabetes prevention programs because it is a systematic, comprehensive, and stable indicator that reflects the metabolic risk reduction for diabetes and its complications at multiple levels and dimensions.
Methods: A total of 22 overweight and …
Assessment Of Satisfaction And Sustainability: The Idaho Healthy Eating, Active Living Network, Kristine E. Balisciano
Assessment Of Satisfaction And Sustainability: The Idaho Healthy Eating, Active Living Network, Kristine E. Balisciano
Boise State University Theses and Dissertations
In recent years, there has been in increased focus, at local, state, and national levels, on addressing health disparities. The purpose of the Healthy Eating, Active Living (HEAL) Idaho Network is to create an environment that allows all its residents access to healthy food options and opportunities for physical activity. The HEAL Idaho Network initiative seeks to accomplish this goal through an expanding collaborative network of organizations, agencies, businesses, and individuals that are concerned about improving the health education and overall well-being of all Idahoans.
The purpose of this study was to assess HEAL member’s levels of satisfaction with the …
Influence Of Obesity, Race And Gender On Cardiac Catheterization After Stress Testing, Robert Finkelhor
Influence Of Obesity, Race And Gender On Cardiac Catheterization After Stress Testing, Robert Finkelhor
Journal of Health Disparities Research and Practice
Female gender and black race have been associated with lower use of cardiac resources however; these patients also have a higher prevalence of obesity. Therefore we determined their relation to cardiac catheterization after stress testing. Clinical characteristics were determined for all patients stress tested over one year at a safety-net, urban, teaching hospital. Subsequent cardiac catheterizations were identified. Univariate and multivariate analyses were performed to determine the factors associated with catheterization. 3644 patients underwent stress testing and 484 (13%) underwent cardiac catheterization. The population was 58% female, 33% black, 53% were obese and 32% lacked insurance. Obese patients were mostly …
Food Deserts And Their Association With Obesity And Diabetes In Ohio, Alexis Holmes, Detra Thompson
Food Deserts And Their Association With Obesity And Diabetes In Ohio, Alexis Holmes, Detra Thompson
Master of Public Health Program Student Publications
Objective- The purpose of this study was to explore the association of food access, and availability, on prevalence of diabetes and obesity in Ohio census tracts designated as food deserts.
Methods- County and census tract-level data were combined from the USDA Food Environment Atlas and USDA Food Desert Locator respectively. Statistical analysis was conducted using IBM Statistical Package for Social Sciences (SPSS). Non-normally distributed variables were assessed using the Mann-Whitney nonparametric U-test and Spearman’s correlation coefficient. Significance was considered at the p
Results- The mean rate of obesity and diabetes in Ohio in food deserts are 29.5% and 10.7%, when …
A Spoonful Of Sugar, Natali Bode
A Spoonful Of Sugar, Natali Bode
Tredway Library Prize for First-Year Research
No abstract provided.
Dna Methylation Arrays As Surrogate Measures Of Cell Mixture Distribution, Eugene Houseman, William P. Accomando, Devin C. Koestler, Brock C. Christensen, Carmen J. Marsit
Dna Methylation Arrays As Surrogate Measures Of Cell Mixture Distribution, Eugene Houseman, William P. Accomando, Devin C. Koestler, Brock C. Christensen, Carmen J. Marsit
Dartmouth Scholarship
There has been a long-standing need in biomedical research for a method that quantifies the normally mixed composition of leukocytes beyond what is possible by simple histological or flow cytometric assessments. The latter is restricted by the labile nature of protein epitopes, requirements for cell processing, and timely cell analysis. In a diverse array of diseases and following numerous immune-toxic exposures, leukocyte composition will critically inform the underlying immuno-biology to most chronic medical conditions. Emerging research demonstrates that DNA methylation is responsible for cellular differentiation, and when measured in whole peripheral blood, serves to distinguish cancer cases from controls.
Impact Of Adiposity Status On The Association Of Regular Statin Use And Increased Number Of Aberrant Crypt Foci, Homaira Rasool
Impact Of Adiposity Status On The Association Of Regular Statin Use And Increased Number Of Aberrant Crypt Foci, Homaira Rasool
Master's Theses
INTRODUCTION: While animal studies consistently show a preventive role of statin use in colon cancer development, evidence from human studies is conflicting with recent reports suggesting an increased risk of aberrant crypt foci and adenoma. We hypothesize that insufficient control of confounding due to indication bias for prescribing of statins, particularly obesity-induced physiologic dysregulation, might partly explain discrepant results. METHODS: We analyzed data from patients receiving standard colonoscopy at the Colon Cancer Prevention Program of the University of Connecticut Health Center, which was followed by chromoendoscopy for ACF detection. ACF number was categorized at low (RESULTS: Participants who reported regular …
A Study Of The Link Between Partial Sleep Deprivation And Obesity, Jennifer Pacheco
A Study Of The Link Between Partial Sleep Deprivation And Obesity, Jennifer Pacheco
Honors College Theses
Obesity has become a major health problem with increasing prevalence and is related to multiple medical consequences, such as increased risk for diabetes, heart disease, arthritis, and cancer (Hasler et al., 2004). Due to the limited availability of effective treatment of weight problems, it is necessary to identify potential risk factors for obesity. One factor that has received increased attention is chronic partial sleep deprivation (<7 hours of sleep a night). The decrease in average sleep duration over the past three to four decades has occurred simultaneously with the increase in the prevalence of obesity. Chronic partial sleep deprivation could be a possible risk factor for obesity, but current understanding of the processes linking sleep deprivation to obesity is incomplete. The research will focus on examining the possible pathways through which partial sleep deprivation contributes to the development of obesity: alterations in metabolic pathways and waking behavior, including eating behavior and physical inactivity. The hypothesis behind the proposed study is that increasing sleep duration in obese individuals who experience partial sleep deprivation will lead to a decreased BMI. Research addressing the possible pathways and targeting the amount of sleep will benefit individuals in preventing and/or treating obesity.
Association Among Obesity-Related Anthropometric Phenotypes: Analyzing Genetic And Environmental Contribution, Aline Jelenkovic, Esther Rebato
Association Among Obesity-Related Anthropometric Phenotypes: Analyzing Genetic And Environmental Contribution, Aline Jelenkovic, Esther Rebato
Human Biology Open Access Pre-Prints
Obesity has become a public health and policy problem in many parts of the world. Epidemiological and population studies in this field are usually based on different anthropometric measures, however, common genetic and environmental factors between these phenotypes have been scarcely studied. The objective of this work is to assess the strength of these factors on the covariation among a large set of obesity-related traits. The subject group consisted of 533 nuclear families living in the Greater Bilbao (Spain), and included 1702 individuals aged 2-61 years. Detailed anthropometric measurements (stature, breadths, circumferences and skinfolds) were carried out in each subject. …
Electrocardiographic Abnormalities Among Mexican Americans: Correlations With Diabetes, Obesity, And The Metabolic Syndrome, Saulette R. Queen, Beverly Smulevitz, Anne R. Rentfro, Kristina Vatcheva, David D. Mcpherson, Susan P. Fisher-Hoch, Joseph B. Mccormick, Susan T. Laing
Electrocardiographic Abnormalities Among Mexican Americans: Correlations With Diabetes, Obesity, And The Metabolic Syndrome, Saulette R. Queen, Beverly Smulevitz, Anne R. Rentfro, Kristina Vatcheva, David D. Mcpherson, Susan P. Fisher-Hoch, Joseph B. Mccormick, Susan T. Laing
School of Mathematical & Statistical Sciences Faculty Publications
Background: Resting ischemic electrocardiographic abnormalities have been associated with cardiovascular mortality. Simple markers of abnormal autonomic tone have also been associated with diabetes, obesity, and the metabolic syndrome in some populations. Data on these electrocardiographic abnormalities and correlations with coronary risk factors are lacking among Mexican Americans wherein these conditions are prevalent.
Objective: This study aimed to evaluate the prevalent resting electrocardiographic abnormalities among community-dwelling Mexican Americans, and correlate these findings with coronary risk factors, particularly diabetes, obesity, and the metabolic syndrome.
Methods: Study subjects (n=1280) were drawn from the Cameron County Hispanic Cohort comprised of community-dwelling Mexican Americans living …
Dog Ownership During Pregnancy, Maternal Activity, And Obesity: A Cross-Sectional Study, Carri Westgarth, Jihong Liu, Jon Heron, Andrew R. Ness, Peter Bundred, Rosalind M. Gaskell, Alexander J. German, Sandra Mccune, Susan Dawson
Dog Ownership During Pregnancy, Maternal Activity, And Obesity: A Cross-Sectional Study, Carri Westgarth, Jihong Liu, Jon Heron, Andrew R. Ness, Peter Bundred, Rosalind M. Gaskell, Alexander J. German, Sandra Mccune, Susan Dawson
Faculty Publications
The Avon Longitudinal Study of Parents and Children (ALSPAC) is an observational study of 14273 UK pregnant singleton mothers in 1990/1991. We examined outcomes of self report of strenuous activity (hours per week) at 18 and 32 weeks of gestation, hours spent in leisure-time physical activities and types, and pre-pregnancy body mass index (BMI); overweight status was defined as pre-pregnancy BMI$25 and obesity BMI$30. Pet ownership and activity data were reported for 11,466 mothers. Twenty-five percent of mothers owned at least one dog. There was a positive relationship between participation in activity at least once a week and dog ownership …
Childhood Obesity And Restrictions Of Parental Liberty. A Response To "Paternalism, Obesity, And Tolerable Levels Of Risk", Kristin Voigt
Childhood Obesity And Restrictions Of Parental Liberty. A Response To "Paternalism, Obesity, And Tolerable Levels Of Risk", Kristin Voigt
Democracy & Education
This paper responds to Michael Merry’s recent contribution on childhood obesity. Merry’s analysis highlights the difficulties in finding an appropriate balance between children’s and parents’ interests in antiobesity interventions and emphasizes the importance of weight stigma and its effects on the obesity debate. He concludes by recommending both a greater focus on policies that address society's contribution to childhood obesity and a greater involvement of obese individuals in the policy debate. This response focuses on three points. First, a more explicit recognition of parents’ interests can support the case for the kinds of policies Merry has in mind. Second, while …
Kentucky Worksite Wellness Tax Credit: A Health Impact Assessment, Cecilia M. Watkins, T. Lovely
Kentucky Worksite Wellness Tax Credit: A Health Impact Assessment, Cecilia M. Watkins, T. Lovely
Public Health Faculty Publications
The purpose of the assessment was to evaluate the potential effects of a worksite wellness tax credit on three main areas of concern for Kentucky: (!) nutrition, physical activity and obesity levels of children whose parents receive Worksite Wellness services, (2) jobs and (3) social cohesion.
Health Enhancing Policies And Environments In Select Montgomery County Senior Centers, Stacey L. Gardner
Health Enhancing Policies And Environments In Select Montgomery County Senior Centers, Stacey L. Gardner
Master of Public Health Program Student Publications
As the baby boomer generation reaches elderly status, healthcare expenditures in the United States continue to rise. Contributing to healthcare costs is the high prevalence of chronic diseases caused by unhealthy habits of Americans such as tobacco use, lack of physical activity, and consumption of a poor diet. Many chronic diseases can be prevented by engaging in healthier behaviors. Communities and organizations can shift social norms and affect behaviors through policy intervention and environmental strategies. The purpose of this study was to describe policies and environments that foster healthy lifestyles in select senior centers in Montgomery County, Ohio. Specifically, this …
Factors That Influence Food Access In The United States: A Snapshot Of Food Access In Ohio And Kentucky, Maimouna Falls
Factors That Influence Food Access In The United States: A Snapshot Of Food Access In Ohio And Kentucky, Maimouna Falls
Master of Public Health Program Student Publications
Background: The United States is one the richest countries in the world with a Gross Domestic Product (GDP) per capita of $48,442, yet many communities lack access to affordable nutritious food. Access to food impacts health outcomes such as obesity and diabetes. The purpose of this study was to determine the association between food access and rates of obesity and diabetes in the states of Ohio and Kentucky.
Methods: County level food access data from 120 counties in Kentucky and 88 counties in Ohio were obtained from the USDA website. The dataset included demographic variables and poverty rates. Food access …