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Articles 31 - 60 of 265
Full-Text Articles in Community Health and Preventive Medicine
Immediate And Short-Term Effects Of Kinesio® Taping On Lower Trunk Range Of Motion In Division I Athletes, Hoshito Mizutani
Immediate And Short-Term Effects Of Kinesio® Taping On Lower Trunk Range Of Motion In Division I Athletes, Hoshito Mizutani
Dissertations and Theses
Low back pain (LBP) is a common health problem that contributes to the high cost of health care. Improvement in trunk range of motion has been considered to be an important factor in ameliorating the symptoms of LBP. Kinesio® taping is a prominent therapeutic modality commonly used in the variety of populations for treating musculoskeletal conditions. However, previous research on the efficacy of Kinesio® taping for LBP is limited. The purpose of this study was to investigate the immediate and short-term effects of Kinesio® taping with the muscle inhibition technique on active trunk flexion range of motion. Twenty-five subjects with …
Assets And Barriers To Infection Control On A College Campus, Kimberly A. Whitaker, Matthew Allen, Chelsey Delaney
Assets And Barriers To Infection Control On A College Campus, Kimberly A. Whitaker, Matthew Allen, Chelsey Delaney
Scholars Week
An abstract about a photovoice done concerning infection control on college campus.
Assets And Barriers To Osteoarthritis, Allison K. Wiles
Assets And Barriers To Osteoarthritis, Allison K. Wiles
Scholars Week
Osteoarthritis has remained a prevailing health concern in our society for many years. OA is most commonly seen in middle aged men and women suffering from pain and stiffness in the hip, knee, and thumb areas. Risk factors for OA include age, obesity, previous joint injuries, overuse of joint areas, and weak muscles. If not treated, OA could lead to permanent discomfort and pain, and potentially develop into depression, lowered quality of life, or a need for long-term home health care.
By providing photo footage of every day health care issues, Photo voice persuades community members to change habits and …
Helmets Vs. No Helmets, Marcy Marie Turner Ms.
Helmets Vs. No Helmets, Marcy Marie Turner Ms.
Scholars Week
Motorcycle helmet safety. Here in KY there is no helmet law in place at this time. It is completely up to each individual to decide if they choose to wear a helmet or not. Yes the helmets look simple and like they don't look like they could do much for your protection or make much of a difference, but according to the CDC helmets saved over 1,630 lives and over $2.8 billion in economic costs in 2013. Helmets reduce risk of death by 37% and risk of head injury by 69% also mentioned by the CDC.
So by wearing a …
Evaluation Of Patient Opinions And Experiences With Electronic Cigarettes At A Family Medicine Residency Clinic, Ima D. Tanner, Breana C. Cummens, Jessica J.F. Kram, Dennis J. Baumgardner
Evaluation Of Patient Opinions And Experiences With Electronic Cigarettes At A Family Medicine Residency Clinic, Ima D. Tanner, Breana C. Cummens, Jessica J.F. Kram, Dennis J. Baumgardner
Journal of Patient-Centered Research and Reviews
Background: Since 2003, electronic cigarettes (e-cigs) have grown in popularity. E-cigs are often marketed as a safer, healthier alternative to smoking traditional cigarettes or as an aid for smoking cessation. However, the risks and benefits of e-cig use, as well as the beliefs that influence use or avoidance, are poorly understood.
Purpose: To assess our patient population’s perception or beliefs as they relate to e-cig use.
Methods: A 13-question survey regarding nicotine and e-cig use was distributed to English-speaking adult patients at Aurora St. Luke’s Family Practice Clinic from August 2015 to January 2016. Questions assessed patient demographics and smoking …
Cost-Effectiveness Of Genomic-Based Warfarin Therapy, John Weissert, Kourosh Ravvaz
Cost-Effectiveness Of Genomic-Based Warfarin Therapy, John Weissert, Kourosh Ravvaz
Journal of Patient-Centered Research and Reviews
Background: With over 40 years of demonstrated clinical efficacy, warfarin remains the world’s most used pharmaceutical to prevent ischemic stroke in patients with atrial fibrillation (AF). However, warfarin has many challenges. Thus, despite known effectiveness, warfarin is a leading cause to drug-induced morbidity and mortality. Over 50 different warfarin therapy protocols, including a number of pharmacogenomic-based (PG) protocols, with as many as 14 independent variables, have been developed to improve safety and efficacy, thereby reducing ischemic strokes and intracranial hemorrhages (ICH).
Purpose: To conduct a preliminary cost-effectiveness study to determine the price point at which using warfarin PG dosing to …
Identifying Disparities In Colorectal Cancer Screening Rates In Milwaukee-Based Academic And Nonacademic Clinics, Jasmine Wiley, Jonathan J. Blaza, Will Lehmann, Deborah Simpson, Jeffrey A. Stearns, Shelby L. Pischke, Tracy L. Greiten
Identifying Disparities In Colorectal Cancer Screening Rates In Milwaukee-Based Academic And Nonacademic Clinics, Jasmine Wiley, Jonathan J. Blaza, Will Lehmann, Deborah Simpson, Jeffrey A. Stearns, Shelby L. Pischke, Tracy L. Greiten
Journal of Patient-Centered Research and Reviews
Background: The Institute for Healthcare Improvement’s Triple Aim focuses on improving the patient’s experience of care, improving population health and reducing the per capita cost of health care. Health care systems and providers continuously seek to improve quality of care through understanding what percentage of their patients are achieving quality-of-care standards for various indicators, including immunizations, tobacco cessation, asthma and cancer screening. As health care moves toward reimbursing for value-based care, deepening our understanding of patient population characteristics within each of these conditions is vital to continuous quality improvement.
Purpose: To determine if there are race/ethnicity/age/preferred language (REAL) disparities in …
Cervical Cancer Infrastructure, Knowledge And Attitudes In Kabale, Uganda, Nicole Robertson
Cervical Cancer Infrastructure, Knowledge And Attitudes In Kabale, Uganda, Nicole Robertson
Posters-at-the-Capitol
Cervical Cancer Infrastructure, Knowledge and Attitudes in Kabale, Uganda
Nicole Robertson1, ShaCoria Winston2, Kara Miller3, Julia Hanebrink4
1University of Louisville 2Washington University in St. Louis 3University of California Riverside 4Christian Brothers University, Department of Anthropology
Cervical cancer has increasing prevalence in southwestern Uganda and is the most common cancer among women in sub-Saharan Africa. Despite this increased prevalence, the biomedical infrastructure in Uganda lacks support for cervical cancer screening and treatment. At the same time, cervical cancer carries a stigma as an incurable sexually transmitted disease similar to the …
How We Care: Provider Perspectives On Services For Vietnamese Elderly In Boston’S Dorchester Neighborhood, Loan Thi Dao
How We Care: Provider Perspectives On Services For Vietnamese Elderly In Boston’S Dorchester Neighborhood, Loan Thi Dao
Institute for Asian American Studies Publications
The need for culturally competent care for the elderly is of growing concern for Asian American and Pacific Islander (AAPI) communities and health providers. In 2012, a preliminary study was conducted to ascertain the perspectives of service providers about the cultural competency of services for elderly Vietnamese Americans in Boston, Massachusetts. The study includes interviews with key informants representing the five major community health centers (CHC) programs in Boston’s Vietnamese enclave in the Dorchester neighborhood. Secondary data collection from field observations and informal communications with other staff and elderly clients also inform the findings. While the study recognizes the value …
Risk Factors For Sleep-Related Infant Deaths In In-Home And Out-Of-Home Settings., Hilina Kassa, Rachel Y. Moon, Jeffrey D. Colvin
Risk Factors For Sleep-Related Infant Deaths In In-Home And Out-Of-Home Settings., Hilina Kassa, Rachel Y. Moon, Jeffrey D. Colvin
Manuscripts, Articles, Book Chapters and Other Papers
Background and objective: Multiple environmental risk factors are associated with sleep-related infant deaths. Little is known about differences in risk factors for deaths occurring in-home and out-of-home. We sought to compare risk factors for in-home and out-of-home infant deaths.
Methods: We conducted a cross-sectional analysis of sleep-related infant deaths from 2004 to 2014 in the National Child Fatality Review and Prevention database. The main exposure was setting (in-home versus out-of-home) at time of death. Primary outcomes were known risk factors: sleep position, sleep location (eg, crib), objects in the environment, and bed sharing. Risk factors for in-home versus out-of-home deaths …
Prescription Drug Abuse Communication: A Qualitative Analysis Of Prescriber And Pharmacist Perceptions And Behaviors, Nicholas E. Hagemeier, Fred Tudiver, Scott Brewster, Elizabeth J. Hagy, Angela Hagaman, Robert P. Pack
Prescription Drug Abuse Communication: A Qualitative Analysis Of Prescriber And Pharmacist Perceptions And Behaviors, Nicholas E. Hagemeier, Fred Tudiver, Scott Brewster, Elizabeth J. Hagy, Angela Hagaman, Robert P. Pack
ETSU Faculty Works
Background: Interpersonal communication is inherent in a majority of strategies seeking to engage prescriber and pharmacist health care professionals (HCPs) in the reduction and prevention of prescription drug abuse (PDA). However, research on HCP PDA communication behavioral engagement and factors that influence it is limited. Objectives This study quantitatively examined communication behaviors and trait-level communication metrics, and qualitatively described prescription drug abuse-related communication perceptions and behaviors among primary care prescribers and community pharmacists. Methods: Five focus groups (N = 35) were conducted within the Appalachian Research Network (AppNET), a rural primary care practice-based research network (PBRN) in South Central …
Analysis Of The Efforts Of Urban And Rural Health Systems To Achieve Accountable Care Organization Target Goals For Dilated Eye Exams In Individuals With Diabetes, Michele Gilliam
Muskie School Capstones and Dissertations
This capstone project was designed to understand and analyze the completion rates for diabetic dilated eye exams within four different health systems participating in the MaineHealth Accountable Care Organizations (ACO). This research is valuable within the current US health care climate as health care providers have sought to evaluate the cost of care in terms of their value to payers. Moreover, many providers have elected to join the ACO in order to demonstrate better outcomes, improve the cost of care and to share programmatic content and tools to standardized care. Within this capstone, system level workflows and processes were evaluated …
School-Located Influenza Vaccinations: A Randomized Trial., Peter G. Szilagyi, Stanley Schaffer, Cynthia M. Rand, Phyllis Vincelli, Ashley Eagan, Nicolas P N Goldstein, A Dirk Hightower, Mary Younge, Aaron Blumkin, Christina S. Albertin, Byung-Kwang Yoo, Sharon Humiston
School-Located Influenza Vaccinations: A Randomized Trial., Peter G. Szilagyi, Stanley Schaffer, Cynthia M. Rand, Phyllis Vincelli, Ashley Eagan, Nicolas P N Goldstein, A Dirk Hightower, Mary Younge, Aaron Blumkin, Christina S. Albertin, Byung-Kwang Yoo, Sharon Humiston
Manuscripts, Articles, Book Chapters and Other Papers
OBJECTIVE: Assess impact of offering school-located influenza vaccination (SLIV) clinics using both Web-based and paper consent upon overall influenza vaccination rates among elementary school children.
METHODS: We conducted a cluster-randomized trial (stratified by suburban/urban districts) in upstate New York in 2014-2015. We randomized 44 elementary schools, selected similar pairs of schools within districts, and allocated schools to SLIV versus usual care (control). Parents of children at SLIV schools were sent information and vaccination consent forms via e-mail, backpack fliers, or both (depending on school preferences) regarding school vaccine clinics. Health department nurses conducted vaccine clinics and billed insurers. For all …
Risk For Type 2 Diabetes Among Snap Participants With Prediabetes, Diana L. Malkin-Washeim, Phd, Mph, R.D., Cde, Shirley Gerrior, Phd, R.D.
Risk For Type 2 Diabetes Among Snap Participants With Prediabetes, Diana L. Malkin-Washeim, Phd, Mph, R.D., Cde, Shirley Gerrior, Phd, R.D.
Journal of Social, Behavioral, and Health Sciences
This study explored food security status among Supplemental Nutrition Assistance Program (SNAP) participants with prediabetes in relation to food choice decisions over a 30-day benefit cycle that potentially increases the risk of Type 2 diabetes. A cross-sectional, quantitative design based on food choice process model constructs was used. SNAP participants (n = 36) with prediabetes, aged 21–70 years, were recruited as outpatients from Bronx Lebanon Hospital Center and completed self-reported questionnaires on demographics and health, food security, and food frequency over time. Descriptive statistics, Pearson chi square tests, and regression analysis were performed using SPSS. Two post-hoc tests, the …
Prevalence Of And Risk Factors For Adolescent Obesity In Tennessee Using The 2010 Youth Risk Behavior Survey (Yrbs) Data: An Analysis Using Weighted Hierarchical Logistic Regression, Shimin Zheng, Nicole Holt, Jodi L. Southerland, Yan Cao, Trevor Taylor, Deborah L. Slawson, Mark Bloodworth
Prevalence Of And Risk Factors For Adolescent Obesity In Tennessee Using The 2010 Youth Risk Behavior Survey (Yrbs) Data: An Analysis Using Weighted Hierarchical Logistic Regression, Shimin Zheng, Nicole Holt, Jodi L. Southerland, Yan Cao, Trevor Taylor, Deborah L. Slawson, Mark Bloodworth
ETSU Faculty Works
Background: The rate of adolescent overweight and obesity has more than quadrupled over the past few decades, and has become a major public health problem [1]. In 2011, 55% of 12-19 year olds in the United States (U.S.) were overweight or obese [2]. Adolescence is a pivotal time in which many health risk behaviors such as tobacco, alcohol, and drug use are initiated. Such health risk behaviors have been significantly associated with overweight and obesity among adolescents.
Objective: The purpose of this study is to evaluate the relationship between obesity and the health risk behaviors most commonly associated with premature …
Community Health News, Georgia Southern University
Community Health News, Georgia Southern University
Health Policy & Community Health: News & Publications (2011-2018)
- Sixth Annual Willow Hill Heritage Festival
Chemical Reactions: Marijuana, Opioids, And Our Families, Denise A. Hines Ph.D, Staci Gruber Ph.D, John F. Kelly Ph.D, Kathleen M. Palm Reed, Hilary Smith Connery M.D., Ph.D.
Chemical Reactions: Marijuana, Opioids, And Our Families, Denise A. Hines Ph.D, Staci Gruber Ph.D, John F. Kelly Ph.D, Kathleen M. Palm Reed, Hilary Smith Connery M.D., Ph.D.
Mosakowski Institute for Public Enterprise
Chemical Reactions: Marijuana, Opioids, and Our Families is the seventh Massachusetts Family Impact Seminar. This seminar was designed to emphasize a family perspective in policymaking on issues related to the legalization of marijuana and managing the opioid abuse crisis in the Commonwealth. In general, Family Impact Seminars analyze the consequences an issue, policy, or program may have for families.
Connecting Volunteerism To A Career: My Journey With The American Cancer Society And Pharmacy, Christine Kane
Connecting Volunteerism To A Career: My Journey With The American Cancer Society And Pharmacy, Christine Kane
Purdue Journal of Service-Learning and International Engagement
Christine Kane is a 2016 graduate from the Purdue College of Pharmacy. In this article, she describes how two passions, the profession of pharmacy and volunteerism with the American Cancer Society, became intertwined to change the course of her career. She implores fellow students to never underestimate the impact an extracurricular activity can have on the rest of your life.
Community Health Centers And Medicaid Payment Reform: Emerging Lessons From Medicaid Expansion States, Peter Shin, Jessica Sharac, Zoe Barber, Sara J. Rosenbaum
Community Health Centers And Medicaid Payment Reform: Emerging Lessons From Medicaid Expansion States, Peter Shin, Jessica Sharac, Zoe Barber, Sara J. Rosenbaum
Geiger Gibson/RCHN Community Health Foundation Research Collaborative
Community health centers represent a major source of primary health care for the nation’s Medicaid beneficiaries. Because the Federally Qualified Health Center (FQHC) payment system is encounter-based, health centers and Medicaid agencies in ACA expansion states are actively pursuing payment reforms that will enable health centers to adopt strategies that can more effectively respond to the considerable and complex health and social needs of people served by health centers, and more efficiently address the surging volume of patient care. In five expansion states whose alternative payment experiments are underway, health centers and Medicaid agencies are testing payment alternatives, such as …
Assessing Feasibility And Readiness To Address Obesity Through Policy In American Indian Reservations, Valarie Blue Bird Jernigan, Gail Boe, Carolyn Noonan, Leslie Carroll, Dedra Buchwald
Assessing Feasibility And Readiness To Address Obesity Through Policy In American Indian Reservations, Valarie Blue Bird Jernigan, Gail Boe, Carolyn Noonan, Leslie Carroll, Dedra Buchwald
Journal of Health Disparities Research and Practice
The Institute of Medicine and Centers for Disease Control and Prevention (CDC) have identified policy and environmental strategies as critical to the prevention and control of obesity. However such strategies are rare in American Indian communities despite significant obesity-related disparities. Tribal policymaking processes differ by tribal nation and are often poorly understood by researchers and public health practitioners, hindering the dissemination, implementation, and successful scale-up of evidence-base obesity strategies in tribal communities. To address these gaps in knowledge we surveyed 138 diverse stakeholders in two American Indian reservations to assess the feasibility of and readiness to implement CDC-recommended obesity policy …
Reducing Disparities By Way Of A Cancer Disparities Research Training Program, Lee S. Caplan, Tabia H. Akintobi, Tandeca K. Gordon, Tiffany Zellner, Selina A. Smith, Daniel S. Blumenthal
Reducing Disparities By Way Of A Cancer Disparities Research Training Program, Lee S. Caplan, Tabia H. Akintobi, Tandeca K. Gordon, Tiffany Zellner, Selina A. Smith, Daniel S. Blumenthal
Journal of Health Disparities Research and Practice
Background: For minority populations, there is a continuing disparity in the burden of death and illness from cancer. Research to address this disparity should be conducted by investigators who can best understand and address the needs of culturally diverse communities. However, minorities are under-represented in health-related research. The goal of this project was to develop and evaluate an approach to motivating and preparing master’s degree students for careers dedicated to cancer disparities research.
Method: A Cancer Disparities Research Training Program (CDRTP) was initiated in 2010. The program consists of coursework, practicum experiences, and research opportunities. Assessment of the curriculum is …
Brighter Sights: Using Photovoice For A Process Evaluation Of A Food Co-Op Style Nutrition Intervention, Margaret P. Raber, Kimberly Kay Lopez, Mike Pomeroy, Avni Mody, Christine Markham, Shreela V. Sharma
Brighter Sights: Using Photovoice For A Process Evaluation Of A Food Co-Op Style Nutrition Intervention, Margaret P. Raber, Kimberly Kay Lopez, Mike Pomeroy, Avni Mody, Christine Markham, Shreela V. Sharma
Journal of Health Disparities Research and Practice
Access to healthy food is a critical factor impacting childhood obesity. Brighter Bites is a school-based program that addresses the issue of fresh food access among low-income families living in food deserts using a food co-op model. The aim of this study is to evaluate initial parent participant reactions to the ongoing Brighter Bites program using Photovoice. A predominately Hispanic, economically disadvantaged, urban school was chosen as the site for the Photovoice project. A total of seven Brighter Bites parent participants were enrolled and six completed the study. The participants developed research questions, took documentary photographs, completed a group analysis …
Feasibility Of A Community-Based Sickle Cell Trait Testing And Counseling Program, Ashley Housten, Regina Abel, Terianne Lindsey, Allison King
Feasibility Of A Community-Based Sickle Cell Trait Testing And Counseling Program, Ashley Housten, Regina Abel, Terianne Lindsey, Allison King
Journal of Health Disparities Research and Practice
Background: Sickle cell trait (SCT) screening is required at birth in the United States; however, adults rarely know their SCT status prior to having children.
Purpose: Assess feasibility of a community-based SCT education and testing intervention.
Methods: Participants were recruited from eight community sites to complete an educational program and offered a hemoglobin analysis. A genetic counselor met individually with participants to discuss lab results.
Results: Between July 14, 2010 and May 31, 2012, 637 participants completed the educational program. Five hundred seventy (89.5%) provided a blood sample, and 61 (10.9%) had SCT or other hemoglobinopathies. The genetic counselor met …
Continuous Care In Complex Contexts: Access To Health Services For Noncommunicable Diseases Among Syrian Refugee Women In Jordanian Host Communities, Jennifer Ostrowski
Continuous Care In Complex Contexts: Access To Health Services For Noncommunicable Diseases Among Syrian Refugee Women In Jordanian Host Communities, Jennifer Ostrowski
Independent Study Project (ISP) Collection
This study examines how, when and where Syrian refugee women living in a host community in central Jordan access health services related to noncommunicable diseases. Noncommunicable diseases are the leading cause of death and disability worldwide, but can be effectively managed through timely treatment. Examining access to care for these diseases in the context of humanitarian emergencies, such as war and displacement, is particularly important because they require continuous care, which may be interrupted during emergencies, and because they can cause acute complications, which may be exacerbated by emergencies (WHO, 2016).
Previous studies indicate a high burden of NCDs among …
Design And Feasibility Of A Text Messaging Intervention To Prevent Indoor Tanning Among Young Adult Women: A Pilot Study, William Douglas Evans, Darren Mays
Design And Feasibility Of A Text Messaging Intervention To Prevent Indoor Tanning Among Young Adult Women: A Pilot Study, William Douglas Evans, Darren Mays
Prevention and Community Health Faculty Publications
Background: Although skin cancer is largely preventable, it affects nearly 1 of 5 US adults. There is a need for research on how to optimally design persuasive public health indoor tanning prevention messages.
Objective: The objective of our study was to examine whether framed messages on indoor tanning behavioral intentions delivered through short message service (SMS) text messaging would produce (1) positive responses to the messages, including message receptivity and emotional response; (2) indoor tanning efficacy beliefs, including response efficacy and self-efficacy; and (3) indoor tanning risk beliefs.
Methods: We conducted a pilot study of indoor tanning prevention messages delivered …
Applying Community-Based Participatory Research Partnership Principles To Public Health Practice-Based Research Networks, Nancy L. Winterbauer, Betty Bekemeier, Lisa Vanraemdonck, Anna Goodman Hoover
Applying Community-Based Participatory Research Partnership Principles To Public Health Practice-Based Research Networks, Nancy L. Winterbauer, Betty Bekemeier, Lisa Vanraemdonck, Anna Goodman Hoover
Preventive Medicine and Environmental Health Faculty Publications
With real-world relevance and translatability as important goals, applied methodological approaches have arisen along the participatory continuum that value context and empower stakeholders to partner actively with academics throughout the research process. Community-based participatory research (CBPR) provides the gold standard for equitable, partnered research in traditional communities. Practice-based research networks (PBRNs) also have developed, coalescing communities of practice and of academics to identify, study, and answer practice-relevant questions. To optimize PBRN potential for expanding scientific knowledge, while bridging divides across knowledge production, dissemination, and implementation, we elucidate how PBRN partnerships can be strengthened by applying CBPR principles to build and …
The Road Into The Future Of Health Care: The Importance Of Addressing Access To Health Facilities In Transportation Infrastructure Investment Decisions, Nicola (Nikki) Van Den Heever
The Road Into The Future Of Health Care: The Importance Of Addressing Access To Health Facilities In Transportation Infrastructure Investment Decisions, Nicola (Nikki) Van Den Heever
Independent Study Project (ISP) Collection
Background: One school of thought argues that transportation infrastructure is not an ultimate end goal of development and therefore shouldn’t be addressed within development funding decisions while the other argues that transportation infrastructure is the crucial foundation from which all development efforts are based and therefore needs to be addressed within development funding decisions. Within this framework, there is a lack of academic and other research addressing how physical access to health care for pregnant women can better be addressed when making decisions regarding funding of transportation infrastructure projects.
Purpose: To demonstrate the importance of considering access to health care …
Recent Strategies To Improve Community Case Management Of Diarrhea Among Children Under Five In Developing Countries, Fauziah Rabbani, Aysha Zahidie
Recent Strategies To Improve Community Case Management Of Diarrhea Among Children Under Five In Developing Countries, Fauziah Rabbani, Aysha Zahidie
Community Health Sciences
No abstract provided.
Civic Engagement Among Orphans And Non-Orphans In Five Low- And Middle-Income Countries, Christine L. Gray, Brian W. Pence, Lynne C. Messer, Jan Ostermann, Rachel A. Whetten, Nathan M. Thielman, Karen O'Donnell, Kathryn Whetten
Civic Engagement Among Orphans And Non-Orphans In Five Low- And Middle-Income Countries, Christine L. Gray, Brian W. Pence, Lynne C. Messer, Jan Ostermann, Rachel A. Whetten, Nathan M. Thielman, Karen O'Donnell, Kathryn Whetten
OHSU-PSU School of Public Health Faculty Publications and Presentations
Background: Communities and nations seeking to foster social responsibility in their youth are interested in understanding factors that predict and promote youth involvement in public activities. Orphans and separated children (OSC) are a vulnerable population whose numbers are increasing, particularly in resource-poor settings. Understanding whether and how OSC are engaged in civic activities is important for community and world leaders who need to provide care for OSC and ensure their involvement in sustainable development.
Methods: The Positive Outcomes for Orphans study (POFO) is a multi-country, longitudinal cohort study of OSC randomly sampled from institution-based care and from family-based care, and …
Developing Novel Machine Learning Algorithms To Improve Sedentary Assessment For Youth Health Enhancement., Gowtham Kumar Golla, Jordan A. Carlson, Jun Huan, Jacqueline Kerr, Tarrah Mitchell, Kelsey Borner
Developing Novel Machine Learning Algorithms To Improve Sedentary Assessment For Youth Health Enhancement., Gowtham Kumar Golla, Jordan A. Carlson, Jun Huan, Jacqueline Kerr, Tarrah Mitchell, Kelsey Borner
Manuscripts, Articles, Book Chapters and Other Papers
Sedentary behavior of youth is an important determinant of health. However, better measures are needed to improve understanding of this relationship and the mechanisms at play, as well as to evaluate health promotion interventions. Wearable accelerometers are considered as the standard for assessing physical activity in research, but do not perform well for assessing posture (i.e., sitting vs. standing), a critical component of sedentary behavior. The machine learning algorithms that we propose for assessing sedentary behavior will allow us to re-examine existing accelerometer data to better understand the association between sedentary time and health in various populations. We collected two …