Demographic Characteristics And Selected Personality Traits Of Women In Competitive Bodybuilding, Chloe A. Zeeuw

Master's Theses

This study investigated demographic characteristics and measures of personality (dimensions of performance perfectionism and five-factor model characteristics) in women in competitive bodybuilding between 18-25 years old. A total of 24 women completed an online survey which included a demographic questionnaire, the Five Factor Model Rating Form (FFMRF), and the Performance Perfectionism Scale for Sport (PPSS) inventories. Descriptive results for the FFMRF were Openness (18.17±3.12), Conscientiousness (25.58±3.33), Extraversion (19.96±3.46), Agreeableness (19.88±4.58), and Neuroticism (15.67±4.94), and for the PPS-S were Self-oriented performance perfectionism (20.96±3.53), Socially prescribed performance perfectionism (13.96±4.26), and Other-oriented performance perfectionism (10.54±4.23). Pearson’s correlation coefficients and Shapiro-Wilk tests revealed that …

Evaluation Of A Nurse Practitioner-Led Preoptimization Care Management Program’S Impact On Patient Satisfaction For Total Hip And Knee Arthroplasty, Bryttany Chambers

Doctor of Nursing Practice Projects

This evaluation project aimed to assess whether the nurse practitioner-led preoptimization care management program can increase patient satisfaction by improving the quality metrics, such as same-day ambulation post-surgery, discharge to home, and compliance in preoperative education. The evaluation retroactively reviewed 46 charts of primary total knee and hip arthroplasty patients, male (38%) and female (62%), aged 43 to 84. Using Fisher’s exact test to examine the Net Promoter Scores (NPS) for six months of the PCM program, there was no significant increase in patient satisfaction scores, despite PCM patients averaging 89% compared to non-PCM patients at 83%, based on an …

Incidence Of Peripheral Intravenous Cannula Complications And Associated Factors Among Paediatric Patients At A Tertiary-Care Referral Hospital, Vanessa Minsari Ogega

Master of Medicine in Paediatrics and Child Health

Introduction: Peripheral intravenous catheters (PIVCs) are widely used in clinical practice and are a major source of procedure-related pain in children. Their use is associated with complications including occlusion, dislodgement, infiltration, extravasation, phlebitis, and, rarely, bloodstream infections.

Objectives: To determine the incidence and risk factors associated with PIVC complications among paediatric patients aged 1 day to 18 years at Aga Khan University Hospital, Nairobi. The study also assessed the average survival time of PIVCs.

Methods: A prospective cohort study was conducted on 320 PIVCs among 192 children admitted between August and October 2024. Data collected included patient demographics, clinical characteristics, …

Kenyan Dietitians’ Knowledge Of Ketogenic Dietary Therapies For Drug-Resistant Epilepsy, Pauline Samia, Violet Naanyu, Perry Ndila, Helen Cross, Richard Idro, Paul Boon, Jo Wilmshurst, Stanley Luchters

Paediatrics and Child Health, East Africa

Background: Ketogenic dietary therapy (KDT) has been proven to be efficacious for people with drug-resistant epilepsy. However, it is rarely utilized in low-resource settings. Due to the complexity of implementation, dietitians play a crucial role in managing KDT.

Methods: We conducted a cross-sectional survey of 253 out of the 1,000 registered dietitians. We assessed their knowledge of and interest in further training in KDT.

Results: Most participants were female (78%), with a median age of 33 years (IQR=28–38). A total of 171 (67.6%) reported knowledge of KDT. However, only 13 respondents (7.6%) answered all five knowledge-specific questions correctly. A …

Cbl Regulation Of C-Met Signaling In Corneal Epithelial Cells., Kate Elise Tarvestad Laise

Electronic Theses and Dissertations

The cornea is the most anterior portion of the eye and permits light passage through to retina, allowing formation of a clear image as long as it remains healthy. If the cornea sustains damage, it creates and entrance for foreign body invasion, infection, and ultimately blindness in the immunocompromised eye. Healing the corneal tissue is critical for vision restoration and pain alleviation, as it is the most densely innervated tissue in the body. Growth factors and their cognate receptors are currently under investigation as tools to restore proper corneal physiology. We hypothesize that manipulating the hepatocyte growth factor (HGF) /c-Met …

Improving Antipsychotic Compliance By Addressing Client Experience Of Metabolic Syndrome, Lurinda N. Paulsen

Doctor of Nursing Practice

Abstract

Purpose: This project was undertaken to increase medication adherence in clients diagnosed with mental illnesses that necessitate the use of antipsychotic (second generation, atypical or first generation, typical) medications.

Background: Medication compliance in the treatment of schizophrenia, schizoaffective disorder, and bipolar disorder is essential to ensure consistent medication levels and symptom stabilization. There are many reasons clients stop taking their medications, and symptoms of metabolic syndrome are often a cause for self-discontinuation. Metabolic syndrome is a cluster of symptoms including obesity, hypertension, hyperglycemia, hypoalphalipoproteinemia, and/or hypertriglyceridemia, which increases risk for cardiovascular disease and diabetes.

Methods: This project was completed …

Delusional Parasitosis With Depression, Hypertension And Migraine, Mouli Mandal, M Kishor, Mr Murali

Digital Journal of Clinical Medicine

Delusional Parasitosis (DP) , also known as Ekbom Syndrome, is a psychiatric disorder characterised by the unshakeable belief of infestation by parasites, insects or other organisms, despite the absence of objective medical evidence.
This case report presents a 49 year old female with a history of chronic headaches, progressively worsening insect crawling sensations. She was initiated on treatment and supportive psychotherapy.
This case highlights the importance of a thorough multidisciplinary approach in managing Delusional Parasitosis, emphasising the need to differentiate between primary and secondary forms, address the potential medical and psychiatric comorbidities, and implement appropriate pharmacological and psychotherapeutic interventions.

Application Of Machine Learning In Early Childhood Development Research: A Scoping Review, Faith Benson, Daisy Chelangat, Willie Brink, Patrick Mwangala, Akbar Waljee, Cheryl Moyer, Amina Abubakar

Institute for Human Development, East Africa

Background: Early childhood development (ECD) lays the foundation for lifelong health, academic success and social well-being, yet over 250 million children in low- and middle-income countries are at risk of not reaching their developmental potential. Traditional measures fail to fully capture the risks associated with a child’s development outcomes. Artificial intelligence techniques, particularly machine learning (ML), offer an innovative approach by analysing complex datasets to detect subtle developmental patterns.

Objective: To map the existing literature on the use of ML in ECD research, including its geographical distribution, to identify research gaps and inform future directions. The review focuses on …

Evaluating What Works: A Comparison Of Five Diabetes Prevention Programs For Latino Children, Ruchi Patel

Doctor of Nursing Practice Final Project Abstract

Background: Children in the Rio Grande Valley (RGV) are at increased risk of diabetes due to limited access to effective, culturally appropriate prevention programs. Existing programs are often time-intensive, require transportation, and lack cultural relevance, reducing participation and impacting outcomes. This project aimed to evaluate diabetes prevention programs (DPPs) in the literature and identify five that may benefit children in the RGV by reducing diabetes risk.

Methodology: The Eightfold Path policy analysis approach guided this project. A literature review identified DPPs for children, and the Critical Appraisal Skills Programme (CASP) was used to assess study quality. Limitations included difficulty finding …

The Connection Between Workplace Wellness Activities And Job Satisfaction In Manufacturing, Lori Scott Dreiling

Graduate Theses and Dissertations

Employers in all industries are concerned with creating and maintaining a workplace where their employees are engaged in their work. Job dissatisfaction is shown to lead to higher levels of turnover, absenteeism, and presenteeism. The purpose of this quantitative study will be to examine the connection between workplace wellness activity participation and job satisfaction, specifically for manufacturers in Southwest Missouri, Southeast Kansas, and Northeast Oklahoma. Manufacturers have experienced increased global competition in the last three decades, not just for their products or services but for quality talent. The value of this study is to show manufacturing employers that by providing …

Advancing Point-Of-Care Diagnosis Of Joint Infection Using A Diffuse Reflectance Spectroscopy (Drs) System, Erin Elizabeth Drewke

Graduate Theses and Dissertations

Septic arthritis is a severe joint infection that can rapidly destroy cartilage and cause lifelong disability if not diagnosed and treated promptly. Faster, bedside diagnostic tools are needed to reduce delays and support timely treatment decisions while preserving standard laboratory workflows. A syringe-mounted diffuse reflectance spectroscopy (DRS) system was developed for rapid, sterile, point-of-care measurement of synovial fluid optical properties. Broadband light (400–650 nm) was delivered and collected through the syringe barrel without contaminating the sample. An empirical lookup table (LUT) and a boundary-aware Monte Carlo (MC) model were implemented to extract absorption (μₐ) and reduced scattering (μs′) coefficients from …

Egg White Hydrolysate In Hypertension: A Mechanistic Investigation Of Gut Microbiota Dependent And Independent Pathways, Emerson David Nolasco

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Cardiovascular diseases are one of the leading causes of mortality worldwide in which hypertension is a risk factor. Present pharmacological interventions require long-term adherence to the therapy and are often associated with undesirable side effects. Moreover, treatments have overlooked the role of the microbiome in the development of hypertension. Egg white hydrolysate (EWH) has exhibited antihypertensive properties with potential to be used as a natural alternative for the prevention and management of hypertension. However, EWH peptide’s effect on the gut microbiome remains yet to be elucidated. Studies have described that a portion of the ingested protein can remain undigested as …

Anxiety During Perimenopause: A Narrative Qualitative Study Of The Women’S Lived Experiences, Kayla Mcelhany

Dissertations and Theses (Open Access)

Abstract

Objectives: Perimenopause has been associated with increased anxiety symptoms. However, data is lacking regarding the experiences of women with perimenopausal anxiety and the contributing factors to worsening anxiety symptoms. We explored the experiences of women with self-reported new onset or worsening of anxiety symptoms during perimenopause to better understand contributing factors.

Study design: Twenty women participated in one-on-one interviews to explore experiences of perimenopausal anxiety in the context of their daily lives and perimenopausal physical changes. Inductive thematic analysis was used to develop codes and themes from the transcribed interview data. Analysis was done using MAXQDA software.

Main …

Indigenous Gut Health, Tasha Vivier Morin

Indigenous Health Student Publications

Indigenous gut health is a critical but often overlooked determinant of overall well-being. Gut health encompasses digestion, nutrient absorption, immune function, and the balance of the microbiome. Indigenous communities face unique challenges related to geography, food access, and the legacy of colonization, all of which affect dietary diversity and microbiome health. Drawing from the Health Belief Model, this project proposes a culturally responsive, education-based intervention to increase awareness of fiber-rich diets and their role in preventing chronic disease. The intervention aims to address upstream factors such as food access and health literacy, particularly among Indigenous families. Traditional diets once supported …

Complex Factors Impacting Smoking Behavior In Cancer Survivors With Food Insecurity, Madeline C. Castele, Kareena Shah, Avianna Thompson, Jin E. Kim-Mozeleski

Faculty Scholarship

Objectives: Tobacco use remains prevalent among people with social needs, such as food insecurity. In this study, we aimed to understand the complex experiences of low-income cancer survivors with food insecurity who smoke tobacco, to identify the unique smoking cessation needs for this group. Methods: We conducted in-depth, semi-structured qualitative interviews with 40 adults experiencing food insecurity who continued smoking after a cancer diagnosis. Interviews focused on smoking behaviors, cessation interest, cancer experiences, and financial circumstances. We analyzed the data using reflexive thematic analysis. Results: In this sample of cancer survivors (50% female, mean age 42 years, 60% black/African American, …

Diagnostic Accuracy Of The Stopbang Questionnaire Against Polysomnography For The Screening Of Obstructive Sleep Apnea In A Tertiary Hospital In Kenya., Sandra Obaje Maseno

Master of Medicine in Internal Medicine

BACKGROUND: Obstructive sleep apnea is a syndrome of upper airway and neuromuscular dysfunction during sleep that subsequently causes interruption of normal breathing. Polysomnography is the reference test for the diagnosis of obstructive sleep apnea. Obstructive sleep apnea can be categorised as mild, moderate or severe based on an apnea-hypopnea index (AHI) on polysomnography. The recommended treatment using Continuous Positive Airway Pressure lowers morbidity and mortality rates. The STOPBANG questionnaire has been used as a screening tool for obstructive sleep apnea due to its easy and concise approach. However, even with the increasing prevalence of obstructive sleep apnea and its risk …

College Students And Wearable Health Technology: A Study On Digital Health Literacy, Gavin Wright

Undergraduate Honors Thesis Collection

The market for wearable devices has seen significant growth in the last decade and is only expected to increase as the world enters a new age of health literacy known as digital health literacy. Digital health literacy, or eHealth literacy, is defined as “the ability to seek, find, understand, and appraise health information from electronic sources and apply the knowledge gained to addressing or solving a health problem.” The issue with this new age is that most consumers have access, but lack the ability to apply the knowledge that they must improve their health. The goal of this study is …

If Alcohol Consumption Were Eliminated, Which Us Counties Would Still Experience High Rates Of Breast Cancer Among Women?, Hina Javed

Boise State University Theses and Dissertations

Background

Breast cancer is the most prevalent cancer among women in the United States, accounting for roughly one-third of all newly diagnosed female cancers (American Cancer Society, 2024). The risk factors for breast cancer include both non-modifiable and modifiable factors. Non-modifiable factors include age at menarche, early menstrual cycles and late menopause. Modifiable factors include smoking, diabetes, obesity and environmental factors such as air pollution. The interplay between lifestyle factors and environmental exposures in cancer development has long been debated. While alcohol consumption is widely recognized as a major breast cancer risk factor, the role of environmental exposure such as …

Trends In The Use Of Non-Nutritive Sweeteners Among Female University Students In The United Arab Emirates, Dalia Haroun, Aseel Ehsanallah, Wafa Mubarak

All Works

Objective: This study aimed to explore the consumption patterns of non-nutritive sweeteners (NNS) among female university students in the United Arab Emirates (UAE), in the context of rising health awareness. Methods: A cross-sectional survey was conducted from February to April 2023 among female university students in the UAE. A total of 192 participants aged 18 and above were recruited through convenience sampling. A structured, self-administered online questionnaire was used to collect data on NNS consumption, motivations for use, physical activity, dietary habits, and self-reported height and weight. Body Mass Index (BMI) was calculated and categorized using the World Health Organization …

Analysis Of The Clinical, Socioeconomic, And Sociodemographic Characteristics Of Virally Unsuppressed Children Aged 2-14 Living With Hiv/Aids In The Region Of Abidjan 2 – Côte D’Ivoire (Region Supported By Usaid), Maman Fathim Kamagate

Capstone Experience: Master of Public Health

Background: Viral suppression among children living with HIV (CLHIV) remains suboptimal in Côte d’Ivoire. This study assessed clinical, socioeconomic, and demographic characteristics associated with viral non-suppression among CLHIV aged 2–14 years in Abidjan 2 to inform targeted interventions under the U.S. Agency for International Development (USAID)-supported Reaching Impact, Saturation, and Epidemic Control (RISE) project.

Methods: A retrospective analysis was conducted using routine program data from 1,203 CLHIV across 73 health facilities. Descriptive, bivariate, and multivariate analyses were performed to examine associations with viral load suppression status. Findings guided the development of a multi-level implementation plan using Kotter’s Change Management Framework, …

Social Participation And Health-Related Quality Of Life For Adults With Neurodevelopmental Disabilities: Capabilities Mediation And Employment Status And Social Security Disability Insurance Moderation, Kayi Ntinda

Theses and Dissertations

Social participation is a key determinant of health-related quality of life (HRQoL) of adults with neurodevelopmental disabilities (NDDs), yet how individuals with NDDs engage socially to support their HRQoL remains poorly understood. Furthermore, the influences of personal capabilities, employment status, and Social Security Disability Insurance (SSDI) as social factors for well-being are underexplored with this population.

This cross-sectional study investigated the direct and indirect effects of social participation on HRQoL, examining capabilities as a mediator and employment status and SSDI receipt as moderators. The study sample comprised 304 adults with NDDs (females = 83.3%; age range 18 to 60 years …

Construct And Predictive Validity Of The Kansas City Cardiomyopathy Questionnaire In Adult Congenital Heart Disease, Ryan D Byrne, Ajith P Nair, Stephen J Dolgner, Swati Choudhry, Edward J Hickey, Alexis C Wood, Savitri Fedson, Biykem Bozkurt, Christopher R Broda

Faculty, Staff and Students Publications

Background: The Kansas City Cardiomyopathy Questionnaire (KCCQ) is an Food and Drug Administration-approved health status measure for patients with heart failure (HF) but has not been directly assessed in adult congenital heart disease (ACHD).

Objectives: This study evaluates construct and predictive validity of the KCCQ in ambulatory ACHD patients.

Methods: We performed cross-sectional and prospective cohort studies of ACHD patients who completed the KCCQ to assess construct and predictive validity, respectively. KCCQ scores were compared across ACHD complexity categories, disease characteristics and physiologic failure, and within 2 primary composite outcomes: death or all-cause hospitalization (DH) and death or interventional cardiac …

Effect Of Aerobic Or Resistance Exercise, Or Both On Insulin Secretion, Ciliary Neurotrophic Factor, And Insulin-Like Growth Factor-1 In Dieting Older Adults With Obesity, Georgia Colleluori, Viola Viola, Siresha Bathina, Reina Armamento-Villareal, Clifford Qualls, Antonio Giordano, Dennis T Villareal

Faculty, Staff and Students Publications

Background and aims: Obesity exacerbates age-related changes in metabolic and physical function. The effect of distinct exercise modalities combined with diet-induced weight loss on insulin secretion in older adults with obesity and frailty is unknown, and the potential mediators of the metabolic and functional improvements induced by lifestyle therapy still need to be identified. We aimed to assess the effects of various exercise therapies coupled with diet-induced weight loss on insulin secretion and sensitivity and on the levels of circulating Ciliary Neurotrophic Factor (CNTF), its receptor (CNTFRα), and Insulin-like Growth Factor-1 (IGF-1) in older adults with both obesity and frailty. …

The Psychiatric Genomics Consortium: Discoveries And Directions, Arpana Agrawal, Cynthia M Bulik, Dawit Shawel Abebe, Ole A Andreassen, Elizabeth G Atkinson, Karmel W Choi, Aiden Corvin, Helena L Davies, Lea K Davis, Anna R Docherty, Howard J Edenberg, Barbara Franke, Joel Gelernter, Paola Giusti-Rodríguez, John M Hettema, Jens Hjerling-Leffler, Hailiang Huang, Emma C Johnson, Cathryn M Lewis, Yi Lu, Mary-Ellen Lynall, Joanna Martin, Andrew M Mcintosh, Janitza L Montalvo-Ortiz, Niamh Mullins, Caroline M Nievergelt, Kevin S O'Connell, Michael C O'Donovan, Adeniran Okewole, Roseann E Peterson, Danielle Posthuma, Jonathan Sebat, Jordan W Smoller, Reeteka Sud, Biju Viswanath, James T R Walters, Hyejung Won, Naomi R Wray, Patrick F Sullivan, Coordinating Committee Of The Psychiatric Genomics Consortium

Faculty, Staff and Students Publications

The Psychiatric Genomics Consortium (PGC) has fueled discoveries of common and rare genetic variation contributing to liability to many psychiatric and neurodevelopmental conditions. This narrative review reflects on major findings from the past half decade of research by this international group of investigators in five priority areas: discovery of common variants using GWAS; rare variation and its interplay with polygenic risk; leveraging genetics to go beyond diagnostic boundaries; ascribing functional attributes to genomic discoveries; and developing and implementing processes for data sharing, outreach to various communities, and training. The insights gained in these domains frame the agenda for the next …

Understanding The Role Of Sports Injury Management By Australian Osteopaths: A Cross Sectional Survey Of 992 Practitioners, Brett Vaughan, Jon Adams, Wenbo Peng, Lauren V. Fortington, Michael Fleischmann, Kylie Fitzgerald, Amie Steel, David Sibritt

Research outputs 2022 to 2026

Sport-related injuries are common presentations to primary care and hospital settings. Australian osteopaths practice mainly in private clinical settings in which the frequency of sport-related injury presentations, and how these injuries are managed, is unknown. The objective of the study was to describe the demographic, practice, and clinical management characteristics of Australian osteopaths who report often treating sport-related injuries. The study is a secondary analysis of data derived from the Australian osteopathy practice-based research network. Respondents indicated the frequency treating sports-related injuries in addition to other demographic, practice, and patient management characteristics. Backward logistic regression identified significant characteristics associated with …

Bilingual Budget-Friendly Hispanic Cookbook And Resource Guide For Food Pantries In San Bernardino County, Anasofia Garay Guzman

Electronic Theses, Projects, and Dissertations

San Bernardino County is faced with a significant issue of food insecurity with its residents relying on food pantries to meet their food and nutritional needs. However, the food items offered at food pantries are often limited in quantities and the variety is inconsistent, which makes it a challenge for families wanting to prepare healthier budget friendly meals while maintaining its cultural relevance. This project consists of two main key components: a bilingual, culturally relevant budget-friendly Hispanic cookbook and a comprehensive resource guide about ways and ingredient substitutions adaptable to the recipe based on what is available.

The cookbook included …

Impact Of S-Phase Kinase Protien 2 Blockades On Hematopoetic Stem Cell Metabolism, Nicole Elmaraghy

Electronic Theses, Projects, and Dissertations

Hematopoietic stem and progenitor cells (HSPCs) quiescence is vital for the success of bone marrow transplantation, as it preserves long term self- renewal and prevents premature exhaustion (Takubo et al., 2013; Wilson et al., 2008). However, bone marrow transplant (BMT) failure remains a clinical challenge, often due to lack of long-term engraftment and insufficient stress reliance. Both of these characteristics are tightly linked to disrupted stem cell quiescence and metabolic imbalance (Anso et al., 2017; Vannini et al., 2016). One key player is S-phase kinase protein (SKP2), an E3 ubiquitin ligase that targets cell cycle inhibitors, like p27, for proteosome …

Multicenter Span Trial Of Fasudil In Ischemic Stroke, Takahiko Imai, Andreia Lopes De Morais, Xuyan Jin, Tao Qin, Jessica Lamb, Karisma A Nagarkatti, Mu-Hsun Chen, Ligia S B Boisserand, Rakesh B Patel, Mariia Kumskova, Anjali Chauhan, Krishnan M Dhandapani, Mohammad B Khan, Pradip K Kamat, Yanrong Shi, Suyi Cao, Basavaraju G Sanganahalli, Joseph B Mandeville, Patrick D Lyden, David C Hess, Enrique C Leira, Anil K Chauhan, Jaroslaw Aronowski, Louise D Mccullough, Raymond C Koehler, Lauren H Sansing, Márcio A Diniz, Cenk Ayata

Children’s Nutrition Research Center Staff Publications

Background: The SPAN (Stroke Preclinical Assessment Network) is a confirmatory multicenter trial network to test cerebroprotective interventions in experimental acute stroke. In a first-of-its-kind trial, SPAN tested 6 interventions in a rodent model of transient focal ischemic stroke. Here, we report the efficacy of fasudil, an isoform-nonselective rho-associated kinase inhibitor, on primary and secondary outcomes in the SPAN trial.

Methods: Fasudil was administered at 10 mg/kg intraperitoneally every 12 hours for 6 doses starting 5 minutes before reperfusion in a 60-minute endovascular filament middle cerebral artery occlusion model. The active treatment arm (n=345) was compared with the pooled intraperitoneal and …

Family-Level Factors That Influence Physical Activity Among Hispanic Adolescents At Risk For Type 2 Diabetes, Sandra Mihail, Ayleen A Hernandez, Erica G Soltero

Children’s Nutrition Research Center Staff Publications

Objective: Family-based health promotion and disease prevention strategies are recommended as best practice; however, there is limited knowledge regarding the family-level factors that influence modifiable behavior risk factors like physical activity (PA) among Latinx adolescents. This study addressed this knowledge gap by using qualitative methods to identify perceptions of family-level factors that influence PA among Hispanic youth.

Methods: We conducted semistructured, open-ended interviews with 20 Latinx adolescents (14-16 years) with obesity (body mass index ≥95th percentile) to identify their perceptions of how family influences PA. Content analysis was used to identify emergent themes, which were then compared across demographic factors, …

Impaired Rest-Activity Rhythm Characteristics Predict Higher Risk Of Incident Type 2 Diabetes In Uk Biobank Participants, Chris Ho Ching Yeung, Alison K Wright, Daniel P Windred, Angus C Burns, Andrew J K Phillips, Sean W Cain, Martin K Rutter, Qian Xiao

Faculty, Staff and Student Publications

Objective: Circadian rhythms play a key role in metabolic health. Rest-activity rhythms, which are in part driven by circadian rhythms, may be associated with diabetes risk. There is a need for large prospective studies to comprehensively examine different rest-activity metrics to determine their relative strength in predicting risk of incident type 2 diabetes.

Research design and methods: In actigraphy data from 83,887 UK Biobank participants, we applied both parametric and nonparametric algorithms to derive 13 different metrics characterizing different aspects of rest-activity rhythm. Diabetes cases were identified using both self-reported data and health records. We used Cox proportional hazards models …