Public Health Commons^™

Obesity: The Effects On Health And Healthcare, Nadia Abdulbaki

Posters - 2024

▪ In 2022, 1 in 8 people in the world were living with obesity.

▪ 2.8 million people die each year due to being overweight and obese.

▪ Obesity is a medical disease that raises the likelihood of developing various conditions and diseases that increase the chances of mortality for affected individuals.

▪ Obesity can be caused by several influences, whether behavioral, socioeconomic, environmental, hormonal, or genetic; however, the primary cause of obesity is mostly attributed to lifestyle. Specifically, it is the consumption of a high amount of calories in conjunction with a low amount of calories expended. This is …

A Scoping Review On Racial Disparities In South Carolina’S Opioid Epidemic, Jake D'Alto

Senior Theses

This thesis examines racial disparities in opioid-related outcomes within South Carolina, highlighting the disproportionate impact of the opioid epidemic on minority communities. Using a comprehensive literature review methodology, the study analyzes the intersection of race, socioeconomic status, and systemic factors that contribute to heightened risks of opioid misuse and overdose among African American populations. The paper identifies key factors such as poverty, incarceration rates, and limited access to healthcare that exacerbate the opioid crisis in these communities. Additionally, it evaluates the effectiveness of current public health responses and legislative measures in addressing these disparities. The research proposes several actionable interventions, …

An Internal Audit On Patient Safety And Quality Of Services In A Rural Health Training Center, Coimbatore., Josphine Priscilla Charles, Kathiravan Rajendran, Jenit Osborn

Digital Journal of Clinical Medicine

Prioritizing patient safety is imperative for enhancing quality healthcare, especially in lower- and middle-income countries. Recognizing this urgency, India's Ministry of Health and Family Welfare introduced the 'SaQushal' toolkit, empowering health facilities to self-assess and improve their safety practices. This study presents an internal audit at a Rural Health Training Centre (RHTC) in Coimbatore, India, utilizing the 'SaQushal' framework. The facility achieved an overall score of 63%, exceeding the 50% minimum threshold for each domain, indicating commendable efforts towards establishing good quality standards. Notably, all domains scored above 50%, highlighting strengths across various safety dimensions. While acknowledging this progress, the …

Motivations Behind The Rise And Success Of Homeopathy In India, Kavya Patchipulusu

Senior Theses

Homeopathy is a form of medicine that is incredibly controversial and is often labeled as a fraudulent, placebo effect drug, that can have potentially dangerous side effects. This is the picture that is painted of homeopathy in the United States and many other countries in which these medicines are banned in distribution or highly unregulated. In contrast, India has popularized and well-integrated homeopathy into their medical systems with government backing and consistent funding towards accredited homeopathic institutions and funding hospital systems. This paper will explore the circumstances and health care dynamics of India that allowed homeopathy to gain the level …

A Historical Analysis Of Health Institutions, Professionals, And Advocates In The Civil Rights Movement In Columbia, South Carolina, Anusha Ghosh

Senior Theses

From 1900 to 1970, widespread racism severely restricted healthcare access for Black citizens in the South, leading them to establish and staff alternative healthcare institutions to support their community.

Such institutions faced debilitating issues such as chronic financial shortages and patient overflow. Despite these problems, oral histories, media, and primary written sources show that Black healthcare workers in alternative healthcare institutions demonstrated a greater ability to meet the health needs of Black patients due to cultural understanding and external community involvement.

Dr. Matilda Evans was an African-American woman physician who became a leader in medicine, public health, and education in …

The Role Of Sport For Adolescents: The Effect Of Sport Participation As A Unique Form Of Physical Activity On Mental Health And Overall Subjective Well-Being During Adolescence, Caleb M. Rogers

Senior Theses

Well-being is an extremely multifaceted domain, as there are numerous factors that contribute to one’s way of life. Objective well-being focuses primarily on material factors such as access to food, housing, and a steady household income. Although these factors play a large role, it is important to analyze well-being from the perspective of the individual. Subjective well-being focuses on how one perceives one's own well-being. Physical activity has been well established as one factor associated with improvements within this domain for adolescents. This project investigates the role of one specific form of physical activity during adolescence: sport. The general assumption …

Association Between Direct Access Laws And Physical Therapy Use And The Effect Of Change In Physical Therapy Use On Subsequent Healthcare Spending, Utilization, And Opioid Use, Dakshu Jindal

Theses and Dissertations

Background

Physical therapy (PT) has been recommended as the first-line treatment for patients with incident musculoskeletal conditions without severe trauma. Initial or early use of PT may help address some of the nation’s most pressing health policy challenges, including escalating healthcare spending and an ongoing opioid epidemic, by encouraging the use of physical therapy as a substitute for expensive surgeries and the use of opioids. Yet, state scope of practice laws have historically restricted the diagnosis and treatment of medical conditions to physicians. Traditionally, patients seeking care from a physical therapist had to obtain a referral from a physician first. …

Diffuse Alveolar Haemorrhage Due To Atypical Hemolytic Uremic Syndrome (Ahus) Associated With Covid-19, Atif Siddiqui, Amanda Tchakarov

Faculty, Staff and Student Publications

Delayed presentation of atypical HUS after COVID‐19 with diffuse alveolar haemorrhage is uncommon and can be life threatening.

A Mutation In Tbxt Causes Congenital Vertebral Malformations In Humans And Mice, Shuxia Chen, Yunping Lei, Yajun Yang, Chennan Liu, Lele Kuang, Li Jin, Richard H Finnell, Xueyan Yang, Hongyan Wang

Faculty, Staff and Students Publications

T-box transcription factor T (TBXT; T) is required for mesodermal formation and axial skeletal development. Although it has been extensively studied in various model organisms, human congenital vertebral malformations (CVMs) involving T are not well established. Here, we report a family with 15 CVM patients distributed across 4 generations. All affected individuals carry a heterozygous mutation, T c.596A>G (p.Q199R), which is not found in unaffected family members, indicating co-segregation of the genotype and phenotype. In vitro assays show that T p.Q199R increases the nucleocytoplasmic ratio and enhances its DNA-binding affinity, but reduces its transcriptional activity compared to the wild-type. …

The Use Of Telemedicine By Us Nephrologists For In-Center Hemodialysis Care During The Pandemic: An Analysis Of National Medicare Claims, Jingbo Niu, Omar Rosales, Abiodun Oluyomi, Susie Q Lew, Wolfgang C Winkelmayer, Glenn M Chertow, Kevin F Erickson

Faculty, Staff and Students Publications

RATIONALE & OBJECTIVE: Because of coronavirus disease 2019 (COVID-19), the US government issued emergency waivers in March 2020 that removed regulatory barriers around the use of telemedicine. For the first time, nephrologists were reimbursed for telemedicine care delivered during in-center hemodialysis. We examined the use of telemedicine for in-center hemodialysis during the first 16 months of the pandemic.

STUDY DESIGN: We ascertained telemedicine modifiers on nephrologist claims. We used multivariable regression to examine time trends and patient, dialysis facility, and geographic correlates of telemedicine use. We also examined whether the estimated effects of predictors of telemedicine use changed over time. …

Large-Scale Phenotyping Of Patients With Long Covid Post-Hospitalization Reveals Mechanistic Subtypes Of Disease, Felicity Liew, Claudia Efstathiou, Sara Fontanella, Matthew Richardson, Ruth Saunders, Dawid Swieboda, Jasmin K Sidhu, Stephanie Ascough, Shona C Moore, Noura Mohamed, Jose Nunag, Clara King, Olivia C Leavy, Omer Elneima, Hamish J C Mcauley, Aarti Shikotra, Amisha Singapuri, Marco Sereno, Victoria C Harris, Linzy Houchen-Wolloff, Neil J Greening, Nazir I Lone, Matthew Thorpe, A A Roger Thompson, Sarah L Rowland-Jones, Annemarie B Docherty, James D Chalmers, Ling-Pei Ho, Alexander Horsley, Betty Raman, Krisnah Poinasamy, Michael Marks, Onn Min Kon, Luke S Howard, Daniel G Wootton, Jennifer K Quint, Thushan I De Silva, Antonia Ho, Christopher Chiu, Ewen M Harrison, William Greenhalf, J Kenneth Baillie, Malcolm G Semple, Lance Turtle, Rachael A Evans, Louise V Wain, Christopher Brightling, Ryan S Thwaites, Peter J M Openshaw, Phosp-Covid Collaborative Group, Isaric Investigators

Faculty, Staff and Student Publications

One in ten severe acute respiratory syndrome coronavirus 2 infections result in prolonged symptoms termed long coronavirus disease (COVID), yet disease phenotypes and mechanisms are poorly understood1. Here we profiled 368 plasma proteins in 657 participants ≥3 months following hospitalization. Of these, 426 had at least one long COVID symptom and 233 had fully recovered. Elevated markers of myeloid inflammation and complement activation were associated with long COVID. IL-1R2, MATN2 and COLEC12 were associated with cardiorespiratory symptoms, fatigue and anxiety/depression; MATN2, CSF3 and C1QA were elevated in gastrointestinal symptoms and C1QA was elevated in cognitive impairment. Additional markers …

Covid-19 And Management Scholarship: Lessons For Conducting Impactful Research, Gerard George, Gokhan Ertug, Jonathan P. Doh, Johanna Mair, Ajnesh Prasad

Research Collection Lee Kong Chian School Of Business

The COVID-19 pandemic provided an opportunity for management scholars to address large-scale and complex societal problems and strive for greater practical and policy impact. A brief overview of the most-cited work on COVID-19 reveals that, compared with their counterparts in other disciplines, leading management journals and professional associations lagged in providing a platform for high-impact research on COVID-19. To help management research play a more active role in responding to similar global challenges in the future, we propose an integrative framework that emphasizes a phenomenon’s impact, the conditions that the phenomenon creates at multiple levels, and the responses of actors …

Automatic End-To-End Vmat Treatment Planning For Rectal Cancers, Kai Huang, Christine Chung, Ethan B Ludmir, Lifei Zhang, Constance A Owens, Jean Gumma-De La Vega, Jack Duryea, Yao Zhao, Xinru Chen, David Fuentes, Carlos E Cardenas, Tina Marie Briere, Sam Beddar, Laurence E Court, Prajnan Das

Faculty, Staff and Student Publications

BACKGROUND: The treatment planning process from segmentation to producing a deliverable plan is time-consuming and labor-intensive. Existing solutions automate the segmentation and planning processes individually. The feasibility of combining auto-segmentation and auto-planning for volumetric modulated arc therapy (VMAT) for rectal cancers in an end-to-end process is not clear.

PURPOSE: To create and clinically evaluate a complete end-to-end process for auto-segmentation and auto-planning of VMAT for rectal cancer requiring only the gross tumor volume contour and a CT scan as inputs.

METHODS: Patient scans and data were retrospectively selected from our institutional records for patients treated for malignant neoplasm of the …

Abatacept Pharmacokinetics And Exposure Response In Patients Hospitalized With Covid-19, Stephen J Balevic, Daniel K Benjamin, William G Powderly, P Brian Smith, Daniel Gonzalez, Matthew W Mccarthy, Linda K Shaw, Christopher J Lindsell, Sam Bozzette, Daphne Williams, Benjamin P Linas, John Blamoun, Heta Javeri, Christoph P Hornik

Faculty, Staff and Student Publications

IMPORTANCE: The pharmacokinetics of abatacept and the association between abatacept exposure and outcomes in patients with severe COVID-19 are unknown.

OBJECTIVE: To characterize abatacept pharmacokinetics, relate drug exposure with clinical outcomes, and evaluate the need for dosage adjustments.

DESIGN, SETTING, AND PARTICIPANTS: This study is a secondary analysis of data from the ACTIV-1 (Accelerating COVID-19 Therapeutic Interventions and Vaccines) Immune Modulator (IM) randomized clinical trial conducted between October 16, 2020, and December 31, 2021. The trial included hospitalized adults who received abatacept in addition to standard of care for treatment of COVID-19 pneumonia. Data analysis was performed between September 2022 …

Clinical Epidemiological Characteristics And Risk Factors For Severity Of Sars-Cov-2 Pneumonia In Pediatric Patients: A Hospital-Based Study In Vietnam, Sang N Nguyen, Lam T Vu, Ha T Nguyen, Giang H Dao, Anh Ngoc T Nguyen

Faculty, Staff and Student Publications

Introduction Coronavirus disease (COVID-19) is an infectious disease caused by SARS-CoV-2, which can cause organ failure in several organs, cardiac problems, or acute respiratory distress syndrome (ARDS). Identifying clinical epidemiological characteristics and risk factors for complications of COVID-19 allows clinicians to diagnose and treat promptly. Objectives This study aims to describe the clinical epidemiological characteristics of COVID-19 and assess risk factors for the severity of SARS-CoV-2 pneumonia in children treated at Haiphong Children's Hospital. Methods A descriptive cross-sectional study was conducted in Haiphong Children's Hospital, Haiphong, Vietnam, for one year, from January 1, 2022, to December 31, 2022. Results In …

Normal Risk Ovarian Screening Study: 21-Year Update, Chae Young Han, Karen H Lu, Gwen Corrigan, Alexandra Perez, Sharlene D Kohring, Joseph Celestino, Deepak Bedi, Enrique Bedia, Therese Bevers, David Boruta, Matthew Carlson, Laura Holman, Leroy Leeds, Cara Mathews, Georgia Mccann, Richard G Moore, Matthew Schlumbrecht, Brian Slomovitz, Dan Tobias, Yvette Williams-Brown, Michael W Bevers, Jinsong Liu, Terrie G Gornet, Beverly C Handy, Zhen Lu, Jacob S Bedia, Steven J Skates, Robert C Bast

Faculty, Staff and Student Publications

Purpose: The Normal Risk Ovarian Screening Study (NROSS) tested a two-stage screening strategy in postmenopausal women at conventional hereditary risk where significantly rising cancer antigen (CA)-125 prompted transvaginal sonography (TVS) and abnormal TVS prompted surgery to detect ovarian cancer.

Methods: A total of 7,856 healthy postmenopausal women were screened annually for a total of 50,596 woman-years in a single-arm study (ClinicalTrials.gov identifier: NCT00539162). Serum CA125 was analyzed with the Risk of Ovarian Cancer Algorithm (ROCA) each year. If risk was unchanged and < 1:2,000, women returned in a year. If risk increased above 1:500, TVS was undertaken immediately, and if risk was intermediate, CA125 was repeated in 3 months with a further increase in risk above 1:500 prompting referral for TVS. An average of 2% of participants were referred to TVS annually.

Results: Thirty-four patients were referred for operations detecting 15 ovarian cancers and two borderline tumors with 12 …

Machine Learning-Enabled Maternal Risk Assessment For Women With Pre-Eclampsia (The Piers-Ml Model): A Modelling Study, Tünde Montgomery-Csobán, Kimberley Kavanagh, Paul Murray, Chris Robertson, Sarah J E Barry, U Vivian Ukah, Beth A Payne, Kypros H Nicolaides, Argyro Syngelaki, Olivia Ionescu, Ranjit Akolekar, Jennifer A Hutcheon, Laura A Magee, Peter Von Dadelszen, Piers Consortium

Faculty, Staff and Student Publications

BACKGROUND: Affecting 2-4% of pregnancies, pre-eclampsia is a leading cause of maternal death and morbidity worldwide. Using routinely available data, we aimed to develop and validate a novel machine learning-based and clinical setting-responsive time-of-disease model to rule out and rule in adverse maternal outcomes in women presenting with pre-eclampsia.

METHODS: We used health system, demographic, and clinical data from the day of first assessment with pre-eclampsia to predict a Delphi-derived composite outcome of maternal mortality or severe morbidity within 2 days. Machine learning methods, multiple imputation, and ten-fold cross-validation were used to fit models on a development dataset (75% of …

The Value Of Global Collaborations, Chris Trauernicht, Laurence Court

Faculty, Staff and Student Publications

No abstract provided.

Una Exploración Sobre La Alimentación Saludable. Percepciones De Mujeres Adultas Entre 31 Y 45 Años Según Su Nivel De Ingresos En La Ciudad Autónoma De Buenos Aires En 2024 / An Exploration Of Healthy Eating. Perceptions Of Adult Women Between 31 And 45 Years Old According To Their Income Level In The Autonomous City Of Buenos Aires In 2024, Anabelle Flaharty

Independent Study Project (ISP) Collection

En los últimos años, Argentina ha identificado los hábitos alimentarios como un área crítica que necesita análisis e intervención. Dado que la desnutrición es una de las principales causas de enfermedades no transmisibles (ENTs), organizaciones mundiales de salud han afirmado que practicar una “alimentación saludable” es una solución práctica a este problema. Entre la población argentina, la alimentación poco saludable ha provocado una epidemia de obesidad, sobrepeso y ENTs. Se sabe que hoy el 31,7 % de las mujeres argentinas adultas y el 30,2 % de los hombres argentinos adultos tienen sobrepeso. Además, la diabetes tiene una prevalencia del 10,5% …

Barriers To Escape: How Homelessness And Drug Addiction Prevent Women From Escaping Sex Trafficking And Commercial Sex, Laura J. Lederer, Mckamie J. Chandler, Stanley Stinson

Dignity: A Journal of Analysis of Exploitation and Violence

Victims of sex trafficking and women purportedly involved in prostitution voluntarily face a complex web of interconnected challenges when attempting to escape their current circumstances. By analyzing the shared and distinct challenges faced by these women, the paper aims to inform policymakers and service providers, offering recommendations to empower women seeking to escape exploitation through multidisciplinary and interconnected networks of providers. This study surveyed 74 women in Detroit, Michigan, using nonprobability convenience sampling over a 10-month period in 2020. It compared three groups of women who self-reported as victims of sex trafficking, women who voluntarily engaged in some form of …

Re-Evaluation Of The Methodology For Estimating The Us Specialty Physician Workforce, W Stephen Black-Schaffer, David J Gross, Zakia Nouri, Aidan Delisle, Michael Dill, Jason Y Park, James M Crawford, Michael B Cohen, Rebecca L Johnson, Donald S Karcher, Thomas M Wheeler, Stanley J Robboy

Faculty, Staff and Students Publications

Increasing pursuit of subspecialized training has quietly revolutionized physician training, but the potential impact on physician workforce estimates has not previously been recognized. The Physicians Specialty Data Reports of the Association of American Medical Colleges, derived from specialty designations in the American Medical Association (AMA) Physician Professional Data (PPD), are the reference source for US physician workforce estimates; by 2020, the report for pathologists was an undercount of 39% when compared with the PPD. Most of the difference was due to the omission of pathology subspecialty designations. The rest resulted from reliance on only the first of the AMA PPD's …

Covid-19 Vaccine Effectiveness Among People Living With And Without Hiv In South Carolina, Usa: Protocol Of A Population-Based Cohort Study, Xueying Yang, Jiajia Zhang Ph.D., Bankole Olatosi, Sharon Weissman, Xiaoming Li Ph.D.

Faculty Publications

Introduction Despite the effectiveness of COVID-19 vaccines in preventing severe COVID-19 outcomes, a small percentage of fully vaccinated persons will develop symptomatic or asymptomatic infections with SARSCoV-2, which is referred to as ‘breakthrough COVID-19’. People living with HIV (PLWH) appear to have an elevated risk of severe COVID-19 outcomes, yet the effectiveness of the COVID-19 vaccine in this population remains unclear due to the limited research efforts in this population in the real world. This study aims to characterise and compare the breakthrough COVID-19 (eg, prevalence and disease severity) between PLWH and non-PLWH and then examine whether HIV markers play …

Addressing Subject Heterogeneity In Time-Dependent Discrimination For Biomarker Evaluation, Xinyang Jiang, Wen Li, Ruosha Li, Jing Ning

Faculty, Staff and Student Publications

Accurate discrimination has been the central goal in identifying biomarkers for monitoring disease progression and early detection. Acknowledging the fact that discrimination accuracy of biomarkers for a time-to-event outcome often changes over time, local measures such as the time-dependent receiver operating characteristic curve and its area under the curve (AUC) are used to assess time-dependent predictive discrimination. However, such measures do not address subject heterogeneity, although the impact of covariates including demographics, disease-related characteristics, and other clinical information on the discriminatory performance of biomarkers needs to be investigated before their clinical use. We propose the covariate-specific time-dependent AUC, a measure …

Attitudes And Self-Efficacy Of Swimming Coaches Towards The Inclusion Of Swimmers With Autism Spectrum Disorder, Eleftheria Kasagianni, Dimitrios Kokaridas, Panagiotis Varsamis, Vasilis Tsimaras

International Journal of Aquatic Research and Education

The purpose of this study was to investigate the attitudes and self-efficacy of swimming coaches regarding the inclusion of swimmers with autism spectrum disorder (ASD). The sample consisted of 150 Greek swimming coaches with an average age of 29.58 years. Each participant completed the Swimming Coaches Attitudes towards Inclusion Questionnaire for perceptions assessment and the Biddle and Goudas (1997) self-efficacy questionnaire. The statistical analysis used SPSS 27 to calculate Cronbach’s alpha, Pearson product-moment correlations, independent t-tests, and ANOVA. The findings of the study showed that the swimming coaches expressed positive attitudes and a high percentage of perceived self-efficacy towards the …

In This Issue 14:3, Stephen J. Langendorfer Ph.D.

International Journal of Aquatic Research and Education

In This Issue 14:3

A Research Framework To Improve Evidence-Based Practice Surrounding The Resuscitation Response To Drowning In Surf Lifesaving, Elissa Hooper, Aaron T. Scanlan, Shayne D. Baker, Samantha Fien

International Journal of Aquatic Research and Education

Surf lifesaving members are essential first responders who patrol public waterways, performing rescues and resuscitation to individuals in the community when needed. In this way, surf lifesaving members experience arduous physical requirements alongside extensive psychological stress during resuscitation. Surf Life Saving Queensland (SLSQ) represents the predominant, frontline lifesaving service in Queensland, Australia; however, little research has explored key aspects of drowning resuscitations involving this organisation, as well as in the broader lifesaving industry, limiting our current understanding on this vital topic. We sought to explore key aspects of drowning resuscitations within SLSQ and create a framework to generate evidence-based practice. …

Factors That Contributed To Ontario Adults’ Mental Health During The First 16 Months Of The Covid-19 Pandemic: A Decision Tree Analysisno Title, Katie Shillington, Leigh Vanderloo, Shauna Burke, Victor Ng, Patricia Tucker, Jennifer Irwin

Health Studies Publications

The COVID-19 pandemic has negatively impacted the mental health of individuals globally. However, less is known about the characteristics that contributed to some people having mental health problems during the pandemic, while others did not. Mental health problems can be understood on a continuum, ranging from acute (e.g., depression following a stressful event) to severe (e.g., chronic conditions that disrupt everyday functioning). Therefore, the purpose of this article was to generate profiles of adults who were more or less at risk for the development of mental health problems, in general, during the first 16-months of the COVID-19 pandemic in Ontario, …

‘You Have To Respect The Water’: Participant Experiences Of Appreciating And Managing The Risks Associated With Open Water Swimming – A Rapid Ethnographic Study, Mark A. Christie, David Elliott

International Journal of Aquatic Research and Education

Open water swimming (OWS) has rapidly grown in popularity, driven by the purported health benefits of cold-water immersion. A paucity of research remains specifically considering the notable risks inherent in OWS participation, and a lack of qualitative research on freshwater swimming experiences, and safety-related issues therein. This rapid ethnographic study, based at a dedicated OWS lake in the UK, conducted semi-structured interviews with OWS participants (n=17; female=11, male=6). Two core themes emerged: environmental issues impacting OWS experiences and behaviours; and knowledge and education of OWS which highlighted safe/unsafe practices, levels of education for managing risks, personal preparedness, swimming solo/with others, …

A Comparative Analysis Of Births For Women Aged 20-25 Vs. 35-39: An Examination Of Longitudinal Trends Of Volume And Outcomes, Kristy Hampton

MUSC Theses and Dissertations

Maternal health impacts the well-being of society as it is commonly viewed as an indicator of public health welfare. Childbirth at an advanced maternal age (AMA) increases the likelihood of less favorable birth outcomes. As births to AMA women have increased over time, it is important to understand the impact age has on birth methods and birth outcomes. This research examined the proportion of births to women aged 20-25 years in comparison to AMA women aged 35-39 years in North Carolina from 2002-2017. The proportions of births to AMA women have increased over time despite increased risk and birth outcomes. …

Comparison Of Raw Accelerometry Data From Actigraph, Apple Watch, Garmin, And Fitbit Using A Mechanical Shaker Table, James W. White Iii, Olivia L. Finnegan, Nick Tindall, Srihari Nelakuditi, David E. Brown Iii, Russell R. Pate Ph.D., Gregory J. Welk, Massimiliano De Zambotti, Rahul Ghosal, Yuan Wang, Sarah Burkart, Elizabeth L. Adams, Mvs Chandrashekhar, Bridget Armstrong, Michael W. Beets, Robert Weaver Med, Phd

Faculty Publications

The purpose of this study was to evaluate the reliability and validity of the raw accelerometry output from research-grade and consumer wearable devices compared to accelerations produced by a mechanical shaker table. Raw accelerometry data from a total of 40 devices (i.e., n = 10 ActiGraph wGT3X-BT, n = 10 Apple Watch Series 7, n = 10 Garmin Vivoactive 4S, and n = 10 Fitbit Sense) were compared to reference accelerations produced by an orbital shaker table at speeds ranging from 0.6 Hz (4.4 milligravity-mg) to 3.2 Hz (124.7mg). Two-way random effects absolute intraclass correlation coefficients (ICC) tested inter-device reliability. …