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Full-Text Articles in Public Health

Association Between Obesity And Depression And Anxiety Disorders: Results From The 2008 National Health Interview Survey, Monica Gaidhane Dec 2009

Association Between Obesity And Depression And Anxiety Disorders: Results From The 2008 National Health Interview Survey, Monica Gaidhane

Theses and Dissertations

Introduction: Obesity is one of the most important medical problems in the U.S. and is considered to be an epidemic with over 30% of the population being obese. Obesity is associated with increased risk of hypertension, diabetes, cardiovascular diseases, certain cancers and a shorter life expectancy. Recent studies have shown that higher BMI levels are also significantly associated with several lifetime mental disorders such as major depressive disorder, anxiety disorders as well as panic attacks and panic disorders. Purpose: The purpose of this study was to quantify the extent to which higher BMI increased the likelihood of Depression, Anxiety Disorder …


Intimate Partner Violence And Pregnancy: Data From The Chicago Women's Health Risk Study, Anne Zehner Dec 2009

Intimate Partner Violence And Pregnancy: Data From The Chicago Women's Health Risk Study, Anne Zehner

Theses and Dissertations

Background: Intimate partner violence (IPV) during pregnancy increases the risks of adverse outcomes for both mothers and their unborn children, including maternal and fetal death. However, more research is needed to determine if IPV increases in frequency or severity during pregnancy and to determine what the risk factors are for IPV during pregnancy. Objectives: To use data from the Chicago Women’s Health Risk Study to determine (1) if abuse is more prevalent during the pregnancy period, 2) if abuse during the pregnancy period increases in frequency or severity, 3) if pregnant women who are abused are at increased risk for …


Survival Analysis With Error-Prone Time-Varying Covariates: A Risk Set Calibration Approach, Xiaomei Liao, David M. Zucker, Yi Li, Donna Spiegelman Nov 2009

Survival Analysis With Error-Prone Time-Varying Covariates: A Risk Set Calibration Approach, Xiaomei Liao, David M. Zucker, Yi Li, Donna Spiegelman

Harvard University Biostatistics Working Paper Series

No abstract provided.


Gangguan Akibat Kekurangan Iodium Di Indonesia: Tinjauan Epidemiologis Dan Kebijakan Kesehatan, Laurentius Aswin Pramono Oct 2009

Gangguan Akibat Kekurangan Iodium Di Indonesia: Tinjauan Epidemiologis Dan Kebijakan Kesehatan, Laurentius Aswin Pramono

Kesmas

Gangguan Akibat Kekurangan Iodium (GAKI) merupakan penyebab retardasi mental terbesar di seluruh dunia yang dapat dicegah. Dewasa ini, GAKI masih merupakan masalah kesehatan masyarakat yang penting di Indonesia karena belum mampu mencapai kondisi eliminasi seperti yang diharapkan. Hasil survei tahun 2003 dan Riskesdas 2007 menunjukkan bahwa pencapaian program penanggulangan GAKI di Indonesia masih jauh dari target Universal Salt Iodization dan Indonesia Sehat 2010. Artikel ini bertujuan mengevaluasi berbagai eviden epidemiologi yang berhubungan dengan kebijakan GAKI di Indonesia. Pada masa mendatang, berbagai komitmen lintas sektoral sangat diperlukan bagi pencapaian kondisi eliminasi GAKI. Perhatian klinisi dan ahli epidemiologi terhadap permasalahan GAKI di …


Causal Inference In Epidemiological Studies With Strong Confounding, Kelly L. Moore, Romain S. Neugebauer, Mark J. Van Der Laan, Ira B. Tager Oct 2009

Causal Inference In Epidemiological Studies With Strong Confounding, Kelly L. Moore, Romain S. Neugebauer, Mark J. Van Der Laan, Ira B. Tager

U.C. Berkeley Division of Biostatistics Working Paper Series

One of the identifiabilty assumptions of causal effects defined by marginal structural model (MSM) parameters is the experimental treatment assignment (ETA) assumption. Practical violations of this assumption frequently occur in data analysis, when certain exposures are rarely observed within some strata of the population. The inverse probability of treatment weighted (IPTW) estimator is particularly sensitive to violations of this assumption, however, we demonstrate that this is a problem for all estimators of causal effects. This is due to the fact that the ETA assumption is about information (or lack thereof) in the data. A new class of causal models, causal …


What Factors Predict Outcome At Relapse After Previous Esophagectomy And Adjuvant Therapy In High-Risk Esophageal Cancer?, Edward Yu, Patricia Tai, Richard Malthaner, Larry Stitt, George Rodrigues, Rashid Dar, Brian Yaremko, Jawaid Younus, Michael Sanatani, Mark Vincent, Brian Dingle, Dalilah Fortin, Richard Inculet Oct 2009

What Factors Predict Outcome At Relapse After Previous Esophagectomy And Adjuvant Therapy In High-Risk Esophageal Cancer?, Edward Yu, Patricia Tai, Richard Malthaner, Larry Stitt, George Rodrigues, Rashid Dar, Brian Yaremko, Jawaid Younus, Michael Sanatani, Mark Vincent, Brian Dingle, Dalilah Fortin, Richard Inculet

Oncology Presentations

Management of patients who have disease relapse after completion of surgery and adjuvant chemo-radiation (CRT) is controversial.

Some oncologists would advocate intensive therapeutic intervention due to promising experience on treatment for recurrence disease while others would recommend palliative support due to the concerns for poor patient outcome post disease recurrence.

In Addition, it is not clear if patient outcome is improved post adjuvant CRT when patients at risk have resection margin involvement and if time interval to recurrence can affect patient survival post relapse.

The present study was conducted to determine what factors will affect patient outcome at relapse after …


Causal Inference For Nested Case-Control Studies Using Targeted Maximum Likelihood Estimation, Sherri Rose, Mark J. Van Der Laan Sep 2009

Causal Inference For Nested Case-Control Studies Using Targeted Maximum Likelihood Estimation, Sherri Rose, Mark J. Van Der Laan

U.C. Berkeley Division of Biostatistics Working Paper Series

A nested case-control study is conducted within a well-defined cohort arising out of a population of interest. This design is often used in epidemiology to reduce the costs associated with collecting data on the full cohort; however, the case control sample within the cohort is a biased sample. Methods for analyzing case-control studies have largely focused on logistic regression models that provide conditional and not marginal causal estimates of the odds ratio. We previously developed a Case-Control Weighted Targeted Maximum Likelihood Estimation (TMLE) procedure for case-control study designs, which relies on the prevalence probability q0. We propose the use of …


Estimating Effects By Combining Instrumental Variables With Case-Control Designs: The Role Of Principal Stratification, Russell T. Shinohara, Constantine E. Frangakis, Elizabeth Platz, Konstantinos Tsilidis Sep 2009

Estimating Effects By Combining Instrumental Variables With Case-Control Designs: The Role Of Principal Stratification, Russell T. Shinohara, Constantine E. Frangakis, Elizabeth Platz, Konstantinos Tsilidis

Johns Hopkins University, Dept. of Biostatistics Working Papers

The instrumental variable framework is commonly used in the estimation of causal effects from cohort samples. In the case of more efficient designs such as the case-control study, however, the combination of the instrumental variable and complex sampling designs requires new methodological consideration. As the prevalence of Mendelian randomization studies is increasing and the cost of genotyping and expression data can be high, the analysis of data gathered from more cost-effective sampling designs is of prime interest. We show that the standard instrumental variable analysis is not applicable to the case-control design and can lead to erroneous estimation and inference. …


Impact Of Ambient Air Pollution On Survival Of Renal Transplant Recipients, Rhonda Kristine Hwang Sep 2009

Impact Of Ambient Air Pollution On Survival Of Renal Transplant Recipients, Rhonda Kristine Hwang

Loma Linda University Electronic Theses, Dissertations & Projects

There is increasing evidence that ambient air pollution is associated with coronary heart disease morbidity and mortality. This research has focused on the general public and less so on possible sensitive subgroups even though these may have even greater susceptibility to adverse effects of ambient air pollution. With highly prevalent traditional as well as nontraditional risk factors, renal transplant recipients may potentially be a sensitive subgroup. The purpose of this study was to evaluate the possible effect of between long-term exposure to air pollution on the risk of CHD mortality among renal transplant recipients. This cohort study includes 32,239 adult, …


Pengaruh Kemiskinan Keluarga Pada Kejadian Pneumonia Balita Di Indonesia, Rizanda Machmud Aug 2009

Pengaruh Kemiskinan Keluarga Pada Kejadian Pneumonia Balita Di Indonesia, Rizanda Machmud

Kesmas

Pneumonia merupakan penyakit infeksi saluran pernapasan akut yang menjadi kausa utama kematian balita. Di Indonesia, pada akhir tahun 2000, angka kematian balita akibat pneumonia diperkirakan 4,9/1000 balita. Faktor sosio-ekonomi berkontribusi besar terhadap penyakit saluran pernapasan. Tujuan penelitian ini adalah mengetahui faktor sosio-ekonomi yang paling berpengaruh terhadap pneumonia pada balita. Penelitian dengan dengan disain krosseksional ini menggunakan sumber data sekunder Benefit Evaluation Study (BES) II oleh Pusat Penelitian Kesehatan Universitas Indonesia bekerja sama dengan Proyek Intensifikasi Pemberantasan Penyakit Menular, Departemen Kesehatan. Sampel diambil berdasarkan multilevel statistical frameworkdari 7.170 ba-lita pada 10.900 rumah tangga di 27 kabupaten di tujuh provinsi. Metode analisis …


Makanan Etnik Minahasa Dan Kejadian Penyakit Jantung Koroner, Grace Debbie Kandou Aug 2009

Makanan Etnik Minahasa Dan Kejadian Penyakit Jantung Koroner, Grace Debbie Kandou

Kesmas

Penyakit jantung koroner yang menjadi kausa utama kematian di seluruh dunia merupakan masalah kesehatan masyarakat yang penting di seluruh dunia, termasuk Indonesia dan Sulawesi Utara. Kebiasaan makan yang dipengaruhi oleh faktor budaya, adat istiadat, agama dan kepercayaan berperan penting dalam proses kejadian penyakit. Penelitian ini bertujuan mengetahui pengaruh kebiasaan makan etnik Minahasa terhadap kejadian penyakit jantung koroner. Penelitian di RSU Prof. Dr. R.D. Kandou ini menggunakan disain studi kasus kontrol dengan ukuran sampel 128 kasus dan 128 kontrol. Data frekuensi makan dikumpulkan dengan Food Frequency Quationnaire (FFQ). Makanan etnik Minahasa ditentukan berdasarkan 41 jenis makanan yang dikompositkan. Asam lemak jenuh …


The Effects Of Physical Activity And Nutrient Intake On The Risk Of Hip Fracture : Results From The Adventist Health Study-2, Wen-Ling Liao Aug 2009

The Effects Of Physical Activity And Nutrient Intake On The Risk Of Hip Fracture : Results From The Adventist Health Study-2, Wen-Ling Liao

Loma Linda University Electronic Theses, Dissertations & Projects

This is a two year of follow up study of Adventist Health Study-2 (AHS-2). We assessed the association between physical activity, nutrient intake and risk of hip fracture among peri- and post menopausal Caucasian women using unconditional logistic regression models. All subjects completed a lifestyle questionnaire which including information of physical activity and frequency and portion size of food intake at enrollment into the study (2002-2007). The “Bi-Annual Hospitalization History” questionnaire which included a question about hip fractures due to minor trauma/falls was sent to subjects approximately two years after enrollment, with a response rat of 82.84%. In this cohort, …


Complexity, Cofactors, And The Failure Of Aids Policy In Africa, Eileen Stillwaggon Jul 2009

Complexity, Cofactors, And The Failure Of Aids Policy In Africa, Eileen Stillwaggon

Economics Faculty Publications

Global AIDS policy still treats HIV as an exceptional case, abstracting from the context in which infection occurs. Policy is based on a simplistic theory of HIV causation, and evaluated using outdated tools of health economics. Recent calls for a health systems strategy – preventing and treating HIV within a programme of comprehensive health care – have not yet influenced the silo approach of AIDS policy.

Evidence continues to accumulate, showing that multiple factors, such as malnutrition, malaria and helminthes, increase the risk of sexual and vertical transmission of HIV. Moreover, complementary interventions that reduce viral load, improve immune response, …


Situasi Malaria Di Kabupaten Lebak, Fauzul Hayat, Nia Kurniatillah Jun 2009

Situasi Malaria Di Kabupaten Lebak, Fauzul Hayat, Nia Kurniatillah

Kesmas

Pada periode 2002-2006, di Kabupaten Lebak, API tergolong Middle Case Incidence (MCI), dengan nilai rata-rata (2.87%) dan berada pada kisaran 2.04-4.51%. Dari 35 wilayah kerja puskesmas terdapat enam wilayah endemis yang meliputi puskesmas Malimping, Binuangeun, Bayah, Cihara, Panggarangan dan Cilograng. Ada wilayah kerja puskesmas yang dilaporkan dengan klasifikasi MCI. Penderita positif malaria cenderung meningkat secara fluktuatif dengan puncak yang tidak jelas, kasus positif malaria tertingi ditemukan pada bulan Februari, Maret, Mei, Juli dan Desember. Tingkat infeksi malaria yang tinggi pada kelompok populasi ditentukan berdasarkan proporsi sediaan darah positif malaria dari sediaan darah yang diperiksa dengan angka SPR 006 rata-rata 12.64%, …


A Spatio-Temporal Approach For Estimating Chronic Effects Of Air Pollution, Sonja Greven, Francesca Dominici, Scott L. Zeger Jun 2009

A Spatio-Temporal Approach For Estimating Chronic Effects Of Air Pollution, Sonja Greven, Francesca Dominici, Scott L. Zeger

Johns Hopkins University, Dept. of Biostatistics Working Papers

Estimating the health risks associated with air pollution exposure is of great importance in public health. In air pollution epidemiology, two study designs have been used mainly. Time series studies estimate acute risk associated with short-term exposure. They compare day-to-day variation of pollution concentrations and mortality rates, and have been criticized for potential confounding by time-varying covariates. Cohort studies estimate chronic effects associated with long-term exposure. They compare long-term average pollution concentrations and time-to-death across cities, and have been criticized for potential confounding by individual risk factors or city-level characteristics.

We propose a new study design and a statistical model, …


Spatial Cluster Detection For Repeatedly Measured Outcomes While Accounting For Residential History, Andrea J. Cook, Diane Gold, Yi Li Jun 2009

Spatial Cluster Detection For Repeatedly Measured Outcomes While Accounting For Residential History, Andrea J. Cook, Diane Gold, Yi Li

Harvard University Biostatistics Working Paper Series

No abstract provided.


Spatial Cluster Detection For Weighted Outcomes Using Cumulative Geographic Residuals, Andrea J. Cook, Yi Li, David Arterburn, Ram C. Tiwari Jun 2009

Spatial Cluster Detection For Weighted Outcomes Using Cumulative Geographic Residuals, Andrea J. Cook, Yi Li, David Arterburn, Ram C. Tiwari

Harvard University Biostatistics Working Paper Series

No abstract provided.


A Machine-Learning Algorithm For Estimating And Ranking The Impact Of Environmental Risk Factors In Exploratory Epidemiological Studies, Jessica G. Young, Alan E. Hubbard, B Eskenazi, Nicholas P. Jewell Jun 2009

A Machine-Learning Algorithm For Estimating And Ranking The Impact Of Environmental Risk Factors In Exploratory Epidemiological Studies, Jessica G. Young, Alan E. Hubbard, B Eskenazi, Nicholas P. Jewell

U.C. Berkeley Division of Biostatistics Working Paper Series

No abstract provided.


Modeling And Analysis Of The Spread Of Japanese Encephalitis With Environmental Effects, Ram Naresh, Surabhi Pandey Jun 2009

Modeling And Analysis Of The Spread Of Japanese Encephalitis With Environmental Effects, Ram Naresh, Surabhi Pandey

Applications and Applied Mathematics: An International Journal (AAM)

A nonlinear mathematical model for the spread of Japanese Encephalitis, caused by infected mosquito feeding on susceptible human population incorporating demographic and environmental factors is proposed and analyzed. In the modeling process, it is assumed that the growth rates of reservoir animal population and vector mosquito population are enhanced due to environmental discharges caused by human population related factors. The model is analyzed by stability theory of differential equations and computer simulation. Both the disease-free and the endemic equilibria are found and their stability is investigated. It is found that whenever the disease-free equilibrium is locally asymptotically stable, the endemic …


Tuberculosis In San Bernardino County, 1993-2004 : Lifestyle And Environmental Factors, Anuj Bhatia Jun 2009

Tuberculosis In San Bernardino County, 1993-2004 : Lifestyle And Environmental Factors, Anuj Bhatia

Loma Linda University Electronic Theses, Dissertations & Projects

An observational retrospective study was conducted for tuberculosis (TB) cases between San Bernardino County (SBC), Riverside County, and the state of California from 1996 to 2004. A univariate comparison between San Bernardino County and California indicated a higher proportion of U.S. born cases in SBC. Additionally, it was found that San Bernardino had a higher proportion of non-injection drug using TB cases, compared with California in 1996. Further comparisons were made along country of birth between TB cases in San Bernardino County from 1993 to 2004. Notable differences were observed for injection drug use, non injection drug use, alcohol abuse, …


Anthropometric Parameters Of Under-Five Years Old Children With Different Dietary Habits In Ukambani Region : A Study In Eastern Rural Kenya, Hellen M. Ndiku Jun 2009

Anthropometric Parameters Of Under-Five Years Old Children With Different Dietary Habits In Ukambani Region : A Study In Eastern Rural Kenya, Hellen M. Ndiku

Loma Linda University Electronic Theses, Dissertations & Projects

The objective of this descriptive cross sectional study was to assess dietary intake and nutritional status of children under-five years in two rural sites of Eastern Kenya where the staple cereals may differ. A modified rapid, knowledge, practice and coverage (KPC) questionnaire and a 24-hr dietary recall form were used to collect the data. A total of 403 households were surveyed from four randomly selected divisions. This yielded 629 surrogate 24-hr dietary recalls of children < 5 years with 314 from Mwingi district and 315 from Makueni district (49 % boys and 51 % girls).

Statistical analysis was done using SPSS and SAS. Comparison of means was done using t- test and chi square was used for proportions. The 24-hr …


Is Volunteering During Adolescence Associated With A Delay In Pregnancy Until Adulthood?, Diane Bishop May 2009

Is Volunteering During Adolescence Associated With A Delay In Pregnancy Until Adulthood?, Diane Bishop

Theses and Dissertations

Purpose: The objective of this study was to determine if regular volunteering during adolescence was associated with a delay in first pregnancy until adulthood. Method: Data for this analysis were drawn from Wave III of the National Longitudinal Study of Adolescent Health (Add Health). Logistic regression was used, controlling for demographic characteristics and pregnancy intention, to estimate the independent contribution of volunteering during adolescence to a delay in first pregnancy until after age 18. Results: One-third of respondents reported regularly volunteering during adolescence. Volunteering significantly differed among those who had a teen pregnancy compared to those who delayed pregnancy until …


Patients Evaluated For Liver Transplant: Transplant List Denial And Subsequent Outcomes, Kara Elam May 2009

Patients Evaluated For Liver Transplant: Transplant List Denial And Subsequent Outcomes, Kara Elam

Theses and Dissertations

Background: The evaluation process for listing a patient on the liver transplant list is complicated and involves multiple consultations from various specialists, as well as extensive imaging and physiological studies. Although there are data on the outcomes of those listed, we know little about those that are denied listing. This research project will identify the reasons for liver transplant listing denial and predictors of death following denial for this challenging group of patients. Methods: Data from all patients (n=1,500) evaluated for a liver transplant from 1997 to 2007 by the Department of Gastroenterology, Hepatology, and Nutrition located at Virginia Commonwealth …


Physical Activity Among Diabetic Individuals According To Diabetic Treatment Type, Tammie Thompson May 2009

Physical Activity Among Diabetic Individuals According To Diabetic Treatment Type, Tammie Thompson

Theses and Dissertations

Purpose: To evaluate the physical activity patterns of diabetic adults by the type of treatment they received Method: The study used secondary data collected by the National Health and Nutrition Examination Survey (NHANES) from 2001 to 2006. NHANES is a continuous study which measures the health and nutritional status of non-institutionalized citizens in the United States. To be eligible for the study, participants had to be an adult 18 years or older who responded during the interview phase of the survey that they had diabetes. Participants with any missing data pertaining to the variables were excluded. After exclusions, the final …


Determinants Of Hepatitis B Vaccination Among Adults In The United States: Nhanes 1999-2006, Conschetta Wright May 2009

Determinants Of Hepatitis B Vaccination Among Adults In The United States: Nhanes 1999-2006, Conschetta Wright

Theses and Dissertations

Purpose: The primary objective of this study was to estimate the prevalence of vaccination and HBV infection status of adults and to evaluate the trend in self reported vaccination and seroprevalence for Hepatitis B for this population. Additionally, this study sought to assess the association between vaccination rates, seroprevalence (HBsAg, anti-HBc, and anti-HBs), demographic (age, gender, location of birth, race/ethnicity), and socioeconomic (annual household income, education level, insurance coverage and access to care, marital status) characteristics. Methods: Eight years, 1999-2006, of the National Health and Nutrition Examination Survey (NHANES) data were used. NHANES participants aged 20-59 years who contributed data …


Does Unemployment Decrease Cancer Mortality?, Benjamin Torres Galick May 2009

Does Unemployment Decrease Cancer Mortality?, Benjamin Torres Galick

Economics Honors Projects

Recent research indicates that healthier lifestyles during recessions decrease the most common U.S. mortalities, but not cancer. However, they combine specific cancer mortalities with different progressions into one, possibly obscuring cancer’s link to unemployment. This paper estimates a fixed-effects regression model on unemployment and the nine most prevalent cancers between 1988 and 2002 using state-level panel data. Five cancers and total cancer are procyclical, and suggest that unemployment affects both incidence and gestation for some cancers. Consistent with the medical literature, this paper contradicts previous economic research and suggests that behavioral factors significantly impact cancer mortality.


Weight Perception And The Use Of Unhealthy Weight Loss Tactics Among Adults In The United States: A Cross-Sectional Study Of Nhanes Data, 2000-2006., Laura King May 2009

Weight Perception And The Use Of Unhealthy Weight Loss Tactics Among Adults In The United States: A Cross-Sectional Study Of Nhanes Data, 2000-2006., Laura King

Theses and Dissertations

Introduction: Weight dissatisfaction and misperception are widespread problems in the United States as are unhealthy weight loss practices. These negative body image issues can lead to eating disorders which have serious health and quality of life consequences. Objective: To evaluate the extent to which the prevalence of distorted body image and unhealthy dieting tactics exist in adults in the US and how these are related. Methods: Data from NHANES 2000-20006 on adults aged 20-59 was used. Weight perception was assessed with the physical exam measurements of weight status and the weight history questionnaire item asking if the person considered him …


Evaluation Of The Program Delivery Of Every Women's Life In Virginia, Landolt Susan Kenney May 2009

Evaluation Of The Program Delivery Of Every Women's Life In Virginia, Landolt Susan Kenney

Theses and Dissertations

Introduction: Among women, breast cancer is the most prevalent cancer and the second leading cause of cancer death. Although technology advances have improved survival rates for breast cancer overall, improvements have not been universally experienced by all socioeconomic and racial groups. Known determinants of breast cancer care disparities include socioeconomic status, race, age, and social support. As a part of the Breast and Cervical Cancer Mortality Prevention Act of 1990 and with the help of CDC funding, the Virginia Breast and Cervical Cancer Early Detection Program (BCCEDP) or Every Woman’s Life (EWL) was created. EWL provides breast cancer screening to …


Molecular Epidemiology Of Methicillin-Resistant Staphylococcus Aureus (Mrsa), Ilene Bautista May 2009

Molecular Epidemiology Of Methicillin-Resistant Staphylococcus Aureus (Mrsa), Ilene Bautista

UNLV Theses, Dissertations, Professional Papers, and Capstones

Staphylococcus aureus is a frequent cause of a myriad of infections in hospitals, healthcare facilities and community settings. It is often related to skin and soft tissue infection, but it can also cause other diseases varying from food poisoning to endocarditis and toxic shock syndrome. According to a study by Kuehnert et al. (2006) there has been a strong association between Staphylococcus aureus (S. aureus) carriage and risk factors for subsequent infections. Subsequent infection from S. aureus , including methicillin-resistant S. aureus (MRSA) infection, can be projected by looking at the presence of S. aureus nasal colonization. The purpose of …


Relationship Between Parental Role-Modeling Of Physical Activity And Child's Physical Activity, Katherine Culver May 2009

Relationship Between Parental Role-Modeling Of Physical Activity And Child's Physical Activity, Katherine Culver

Theses and Dissertations

Trends in childhood obesity have lead to a generation that has a shortened lifespan, where excessive weight may decrease life expectancy by as much as five years. Physical inactivity is a major risk factor for childhood obesity as well as cardiovascular disease, osteoporosis, and cancer. Addressing inactivity in children could help keep the obesity epidemic from continuing to grow as well as help address other health concerns. The specific aims of this study are 1) To examine the effect of parental role-modeling of exercise on children’s activity level by specifically looking at the role of the mother and the father, …