Medicine and Health Sciences Commons^™

Biomechanics Associated With Tibial Stress Fracture In Runners: A Systematic Review And Meta-Analysis, Clare E. Milner, Eric Foch, Joseph M. Gonzales, Drew Peterson

All Faculty Scholarship for the College of Education and Professional Studies

Background

Tibial stress fracture (TSF) is an overuse running injury with a long recovery period. While many running studies refer to biomechanical risk factors for TSF, only a few have compared biomechanics in runners with TSF to controls. The aim of this systematic review and meta-analysis was to evaluate biomechanics in runners with TSF compared to controls.

Methods

Electronic databases PubMed, Web of Science, SPORTDiscus, Scopus, Cochrane, and CINAHL were searched. Risk of bias was assessed and meta-analysis conducted for variables reported in 3 or more studies.

Results

The search retrieved 359 unique records, but only the 14 that compared …

Physical And Technical Demands Of Offence, Defence, And Contested Phases Of Play In Australian Football, Christopher Wing, Nicolas H. Hart, Fadi Ma’Ayah, Kazunori Nosaka

Research outputs 2022 to 2026

Background: This study compared the physical demands and effect of field location for different phases of play (offence, defence and contested), and examined the physical and technical demands of successful and unsuccessful phases of play during Australian Football matches. Methods: Global positioning system (GPS) and technical performance data were collected from 32 male Australian Football players in one club over 19 games in the 2019 season. The GPS data was aligned with phases of play acquired using Champion Data. Linear mixed models were used to detect differences between phases of play and field location which were further contextualized using Cohen’s …

Evaluation And Utility Of The King-Devick With Integrated Eye Tracking As A Diagnostic Tool For Sport-Related Concussion, Mark Hecimovich, Myles Murphy, Paola Chivers, Payton Stock

Research outputs 2022 to 2026

Background: Eye-tracking technology for detecting eye movements has been gaining increasing attention as a possible assessment and monitoring tool for sport-related concussion (SRC). Purpose: To determine the diagnostic accuracy of a rapid number-naming task with eye tracking, the King-Devick Eye Tracking (K-D ET) assessment, in identifying SRC. Study Design: Cohort study. Methods: One female and 1 male team of United States collegiate rugby-15 players competing during the 2018 season were recruited. Variables assessed were total saccades, saccade velocity, total fixations, fixation duration, fixation polyarea, and test duration. A generalized estimating equation was used to examine group (concussion vs nonconcussion), time …

Muscle Architectural And Force-Velocity Curve Adaptations Following 10 Weeks Of Training With Weightlifting Catching And Pulling Derivatives, Timothy J. Suchomel, Shana M. Mckeever, Justin D. Nolen, Paul Comfort

Research outputs 2022 to 2026

The aims of this study were to examine the muscle architectural, rapid force production, and force-velocity curve adaptations following 10 weeks of resistance training with either submaximal weightlifting catching (CATCH) or pulling (PULL) derivatives or pulling derivatives with phase-specific loading (OL). 27 re-sistance-trained men were randomly assigned to the CATCH, PULL, or OL groups and completed pre-and post-intervention ultrasound, countermovement jump (CMJ), and isometric mid-thigh pull (IMTP). Vastus lateralis and biceps femoris muscle thickness, pennation angle, and fascicle length, CMJ force at peak power, velocity at peak power, and peak power, and IMTP peak force and force at 100-, 150-, …

Genetic Variants Within Noggin, Col1a1, Col5a1, And Igf2 Are Associated With Musculoskeletal Injuries In Elite Male Australian Football League Players: A Preliminary Study, Ysabel Jacob, Ryan S. Anderton, Jodie L. Cochrane Wilkie, Brent Rogalski, Simon M. Laws, Anthony Jones, Tania Spiteri, Dana Hince, Nicolas H. Hart

Research outputs 2022 to 2026

Introduction:

Australian Football is a dynamic team sport that requires many athletic traits to succeed. Due to this combination of traits, as well as technical skill and physicality, there are many types of injuries that could occur. Injuries are not only a hindrance to the individual player, but to the team as a whole. Many strength and conditioning personnel strive to minimise injuries to players to accomplish team success.

Purpose:

To investigate whether selected polymorphisms have an association with injury occurrence in elite male Australian Football players.

Methods:

Using DNA obtained from 46 elite male players, we investigated the associations …

Weight Loss And Competition Weight In Ultimate Fighting Championship (Ufc) Athletes, Corey A. Peacock, Duncan French, Gabriel J. Sanders, Anthony Ricci, Charles Stull, Jose Antonio

Research outputs 2022 to 2026

Previous research has demonstrated that professional mixed martial arts (MMA) athletes employ a variety of weight manipulation strategies to compete at given weight classes. Although there is much literature demonstrating weight manipulation methods, minimal research exists analyzing how much weight MMA athletes lose prior to the official weigh-in. Moreover, there is minimal research examining how much weight professional MMA athletes gain between the official weigh-in and competition. Therefore, the purpose of the current study was to analyze weight loss/regain in professional MMA athletes. Data collected from 616 professional MMA athletes (31.1 ± 4.0 yrs. ; 177.1 ± 4.7 cm) competing …

Feasibility And Acceptability Of A Remotely Delivered, Home-Based, Pragmatic Resistance ‘Exercise Snacking’ Intervention In Community-Dwelling Older Adults: A Pilot Randomised Controlled Trial, Jackson J. Fyfe, Jack Dalla Via, Paul Jansons, David Scott, Robin M. Daly

Research outputs 2022 to 2026

Background: Very few older adults meet current muscle strengthening exercise guidelines, and several barriers exist to supervised, community-based resistance exercise programs. Older adults therefore require access to feasible resistance exercise modalities that may be performed remotely. This pilot study assessed the feasibility and acceptability of undertaking a four-week home-based resistance ‘exercise snacking’ intervention (performed either once, twice, or thrice daily) when delivered and monitored remotely in older adults. Methods: Thirty-eight community-dwelling older adults [mean ± SD age 69.8 ± 3.8 y, 63% female] were randomised to complete resistance ‘exercise snacks’ (9-minute sessions) either once (n = 9), twice (n = …

Physical And Technical Demands Of Australian Football: An Analysis Of Maximum Ball In Play Periods, Christopher Wing, Nicolas H. Hart, Fadi Ma’Ayah, Kazunori Nosaka

Research outputs 2022 to 2026

Background: This study compares ball in play (BiP) analyses and both whole game (WG) and quarter averaged data for physical and technical demands of sub-elite Australian football (AF) players competing in the West Australian Football League across playing positions. Methods: Microsensor data were collected from 33 male AF players in one club over 19 games of the 2019 season. BiP time periods and technical performance data (e.g., kicks) were acquired from the Champion Data timeline of statistics, and time matched to the microsensor data. Linear mixed modelling was utilised to establish differences between maximum BiP periods and averaged data. Results: …

Changes In Biceps Brachii Muscle Hardness Assessed By A Push-In Meter And Strain Elastography After Eccentric Versus Concentric Contractions, Mitsuyoshi Murayama, Takayuki Inami, Norihiro Shima, Tsugutake Yoneda, Kazunori Nosaka

Research outputs 2022 to 2026

Changes in biceps brachii muscle hardness assessed by a push-in meter (PM) and strain elastography (SE) were compared between eccentric (ECC) and concentric contractions (CON) of the elbow flexors to test the hypothesis that muscle hardness would increase greater after ECC. Ten men performed 5 sets of 10 ECC with their non-dominant arms and 5 sets of 10 CON with their dominant arms using a dumbbell corresponding to 50% of maximum voluntary isometric contraction (MVIC) force at 90º elbow flexion. Before and 1–4 days after the exercise, MVIC force, elbow joint angles, upper-arm circumference, and muscle soreness as muscle damage …

Study Protocol: Investigating The Feasibility Of A Hybrid Delivery Of Home-Based Cluster Set Resistance Training For Individuals Previously Treated For Lung Cancer, C. M. Fairman, O. L. Owens, Kristina L. Kendall, J. Steele, Christopher Latella, M. T. Jones, L. Marcotte, Carolyn M. J. Peddle-Mcintyre, K. K. Mcdonnell

Research outputs 2022 to 2026

Background: Symptom burden remains a critical concern for individuals with non-small cell lung cancer (NSCLC) following the completion of treatment. The most common symptom clusters, dyspnea (shortness of breath) and fatigue, can contribute to physical decline, reductions in quality of life, and a higher risk of comorbidities and mortality. Dyspnea is a primary limiter of exercise capacity in individuals with lung cancer, resulting in exercise avoidance and an accelerated physical decline. As such, designing resistance training with cluster sets to mitigate symptoms of dyspnea and fatigue may result in improved exercise tolerance. Thus, maintaining the exercise stimulus via cluster sets, …

What Are The Odds? Identifying Factors Related To Competitive Success In Powerlifting, Daniel J. Van Den Hoek, Patrick J. Owen, Joel M. Garrett, Robert J. Howells, Joshua Pearson, Jemima G. Spathis, Christopher Latella

Research outputs 2022 to 2026

Background: The ability for athletes to gain a competitive advantage over their opponents is well recognised. At times, this advantage may be considered a marginal gain. However, in the context of competition, marginal advantages may be the difference between winning and losing. This investigation explores how competition factors influence the odds of competitive success (i.e. winning) in powerlifting (PL) to assist athletes and coaches in achieving a competitive advantage. Methods: A cross-sectional, retrospective analysis of competition data from raw/classic, Australian powerlifting competitions 2010–2019 was conducted. Data included 10,599 competition entries (males: n = 6567 [62%], females: n = 4032 [38%]). …

Force Plate-Derived Countermovement Jump Normative Data And Benchmarks For Professional Rugby League Players, John J. Mcmahon, Nicholas J. Ripley, Paul Comfort

Research outputs 2022 to 2026

The countermovement jump (CMJ) is an important test in rugby league (RL), and the force plate is the recommended assessment device, as it permits the calculation of several variables that explain jump strategy, alongside jump height. The purpose of this study was to produce normative CMJ data and objective benchmarks for professional RL forwards and backs. Normative data for jump height, modified reactive strength index, and jump momentum are provided for 121 professional RL players (66 forwards and 55 backs) who completed CMJ testing on a portable force plate during preseason training. Standardized T-scores (scaled from 0 to 100) were …

On-Field Deployment And Validation For Wearable Devices, Calvin Kuo, Declan Patton, Tyler Rooks, Gregory Tierney, Andrew Mcintosh, Robert Lynall, Amanda Esquivel, Ray Daniel, Thomas Kaminski, Jason Mihalik, Nate Dau, Jillian Urban

Research outputs 2022 to 2026

Wearable sensors are an important tool in the study of head acceleration events and head impact injuries in sporting and military activities. Recent advances in sensor technology have improved our understanding of head kinematics during on-field activities; however, proper utilization and interpretation of data from wearable devices requires careful implementation of best practices. The objective of this paper is to summarize minimum requirements and best practices for on-field deployment of wearable devices for the measurement of head acceleration events in vivo to ensure data evaluated are representative of real events and limitations are accurately defined. Best practices covered in this …

The Effects Of A Unilateral Strength And Power Training Intervention On Inter-Limb Asymmetry And Physical Performance In Male Amateur Soccer Players, Francesco Bettariga, Luca Maestroni, Luca Martorelli, Paul Jarvis, Anthony Turner, Chris Bishop

Research outputs 2022 to 2026

The aims of this study were (a) to investigate the effects of a unilateral training program in reducing inter-limb asymmetry in male soccer players; (b) to explore such effects on measures of physical performance and unilateral inter-limb asymmetry. Twenty-four soccer players, randomly assigned to a 6-week unilateral strength and power training (UNI) (n = 12) or a control group (CON) (n = 12), performed single countermovement jump (SLCMJ), single leg broad jump (SLBJ), single leg drop jump (SLDJ), 10-m sprint, and 505 change of direction (COD) speed test. Raw jump scores revealed small to large improvements in SLCMJ, SLBJ, and …

Quantifying Crossfit®: Potential Solutions For Monitoring Multimodal Workloads And Identifying Training Targets, Gerald T. Mangine, Tucker R. Seay

Faculty Open Access Publishing Fund Collection

The design of high-intensity functional training (HIFT; e. g., CrossFit^®) workouts and targeted physiological trait(s) vary on any given training day, week, or cycle. Daily workouts are typically comprised of different modality and exercise combinations that are prescribed across a wide range of intensities and durations. The only consistent aspect appears to be the common instruction to maximize effort and workout density by either completing “as many repetitions as possible” within a time limit (e.g., AMRAP, Tabata) or a list of exercises as quickly as possible. However, because effort can vary within and across workouts, the impact on …

Effects Of Ohio Opioid Prescribing Policy On Postsurgical Prescriptions Following Sports Procedures, Joseph D. Henningsen, Scott Huff, Andrew D. Schneider, Fady Y. Hijji, Andrew W. Froehle, Anil Krishnamurthy

Orthopaedic Surgery Faculty Publications

Background: Prescribed opioid medication after orthopedic sports surgery has been shown to exceed patient requirements. In 2017, as a response to the opioid epidemic, Ohio passed Opioid Prescribing Guidelines (OPG) limiting narcotic prescriptions for acute pain. This study sought to evaluate the effects of the OPG on prescribing behavior of orthopedists following knee arthroscopy (KA), shoulder arthroscopy (SA), and anterior cruciate ligament reconstruction (ACLR).

Methods: An institutional database was queried to calculate morphine equivalent dose (MED) prescribed at discharge, acute follow-up (<90 days), and chronic follow-up (>90 days) and compare MED pre- and post-OPG. Cases were identified over a 2-year period starting 1 year …

Arousal/Stress Effects Of “Overwatch” Esports Game Competition In Collegiate Gamers, William J. Kraemer, Lydia K. Caldwell, Emily M. Post, Matthew K. Beeler, Angela Emerson, Jeff S. Volek, Carl M. Maresh, Jennifer S. Fogt, Nick Fogt, Keijo Häkkinen, Robert U. Newton, Pedro Lopez, Barbara N. Sanchez, James A. Onate

Health and Sport Sciences Faculty Scholarship

Kraemer, WJ, Caldwell, LK, Post, EM, Beeler, MK, Emerson, A, Volek, JS, Maresh, CM, Fogt, JS, Fogt, N, Häkkinen, K, Newton, RU, Lopez, P, Sanchez, BN, and Onate, JA. Arousal/stress effects of “Overwatch” eSports game competition in collegiate gamers. J Strength Cond Res 36(10): 2671–2675, 2022—To date, no physical response data are available for one of the most popular eSport games, Overwatch. The purpose of this investigation was to describe the stress signaling associated with competitive Overwatch play and to understand how acute hormonal responses may affect performance. Thirty-two male college-aged gamers (age: 21.3 ± 2.7 years; estimated time …

Countermovement Jump And Squat Jump Force-Time Curve Analysis In Control And Fatigue Conditions, Steven Hughes, John Warmenhoven, G. Gregory Haff, Dale W. Chapman, Sophia Nimphius

Research outputs 2014 to 2021

This study aimed to reanalyze previously published discrete force data from countermovement jumps (CMJs) and squat jumps (SJs) using statistical parametric mapping (SPM), a statistical method that enables analysis of data in its native, complete state. Statistical parametric mapping analysis of 1-dimensional (1D) force-time curves was compared with previous zero-dimensional (0D) analysis of peak force to assess sensitivity of 1D analysis. Thirty-two subjects completed CMJs and SJs at baseline, 15 minutes, 1, 24, and 48 hours following fatigue and control conditions in a pseudo random cross-over design. Absolute (CMJ_ABS/SJ_ABS) and time-normalized (CMJ_NORM/SJ_NORM) …

Exploring The Experiences Of Runners With Visual Impairments And Sighted Guides, Lindsay E. Ball, Lauren J. Leiberman, Pamela Beach, Melanie Perreault, Jason Rich

Human Movement Sciences Faculty Publications

: Running is a popular sport, and, with simple modifications, it can be accessible for individuals with visual impairments, particularly with a sighted running guide. The purpose of this study is to examine the experiences of runners with visual impairments and sighted running guides. Adopting a descriptive qualitative approach to guide data collection analysis and interpretation, seven runners with visual impairments and four sighted running guides were recruited and interviewed. The analysis identified four major themes: (1) benefits, (2) barriers, (3) advocacy, and (4) communication. The identified themes illustrate the influence of participation in running on the health and relationships …

Pne – Lots Of Talk, Superficial Results, Aidan Keller, Michael Ray, Taylor Baugher

Honors Projects

Objective: A narrative review (NR) of meta-analyses (MA) and systematic reviews (SR) that assess the effectiveness or efficacy of pain neuroscience education (PNE) on various outcome measures in individuals with chronic musculoskeletal (MSK) pain. Methods: This was a mixed methodology review involving systematic searches across 4 databases (PubMed, ScienceDirect, CENTRAL (Cochrane), and Google Scholar). Inclusion criteria stipulated MAs and SRs that assessed the effectiveness or efficacy of PNE on CP population. Quantitative eligibility criteria included randomized controlled trials (RCTs), adults (18+ years of age), English or Spanish speaking individuals, and reporting of chronic pain (persistent or recurrent pain lasting ≥ …

Characterising Lower-Body Musculoskeletal Morphology And Whole-Body Composition Of Elite Female And Male Australian Football Players, Callum J. Mccaskie, Marc Sim, Robert U. Newton, Jarryd Heasman, Brent Rogalski, Nicolas H. Hart

Research outputs 2022 to 2026

Background: Physical demands and injury rates differ between elite female and male Australian Football (AF) players. To improve understanding of contributing physical factors to these differences, the purpose of this study was to investigate lower-body morphology and whole-body composition of elite footballers competing in the Australian Football League (AFL) and Australian Football League Women’s (AFLW). Methods: Lower-body morphology and whole-body composition of 23 AFL players and 23 AFLW players were assessed using peripheral Quantitative Computed Tomography and Dual-energy X-ray Absorptiometry at the beginning of pre-season. Differences between cohorts, with sub-analyses of kicking vs. support limbs, and experienced vs. inexperienced player …

The Effect Of Exercise Modality On Age-Related Changes Observed During Running, Brianne Borgia, Janet S. Dufek, Kara N. Radzak, Julia Freedman Silvernail

Kinesiology and Nutrition Sciences Faculty Publications

Introduction: With the increase in participation by older adults in endurance events, research is needed to evaluate how exercising throughout the lifespan can afect the aging process regarding gait and mobility. The purpose of this study was to determine how the type of exercise modality one participates in will affect age-related declines observed during running.

Methods: Fifty-six individuals between the ages of 18–65 who considered running, resistance training or cycling/ swimming as their primary form of activity participated in this study. Kinematics were captured using a 10-camera motion capture system while participants ran at a controlled pace of 3.5 m/s …

Athlete Experiences Of Communication Strategies In Applied Sports Nutrition And Future Considerations For Mobile App Supportive Solutions, David Mark Dunne, Carmen Lefevre-Lewis, Brian Cunniffe, Samuel George Impey, David Tod, Graeme Leonard Close, James P. Morton, Rebecca Murphy

Research outputs 2022 to 2026

Aim:

This study aimed to explore athletes' experiences and opinions of communication strategies in applied sports nutrition, as well as capture suggestions for future mobile app supportive solutions.

Methods:

A qualitative approach was used for this research. Data was generated from semi-structured focus groups (n = 9) with a purposive sample of 41 (male = 24, female = 17) full time professional athletes (mean age 24 ± 4.59) from five sports (football, rugby union, athletics, cycling, and boxing). Data was analyzed using reflexive thematic analysis.

Results:

The analysis identified four higher order themes and five sub themes. Athletes appear dissatisfied …

Hamstrings Force-Length Relationships And Their Implications For Angle-Specific Joint Torques: A Narrative Review, Eleftherios Kellis, Anthony J. Blazevich

Research outputs 2022 to 2026

Temporal biomechanical and physiological responses to physical activity vary between individual hamstrings components as well as between exercises, suggesting that hamstring muscles operate differently, and over different lengths, between tasks. Nevertheless, the force-length properties of these muscles have not been thoroughly investigated. The present review examines the factors influencing the hamstrings’ force-length properties and relates them to in vivo function. A search in four databases was performed for studies that examined relations between muscle length and force, torque, activation, or moment arm of hamstring muscles. Evidence was collated in relation to force-length relationships at a sarcomere/fiber level and then moment …

Effects Of Dietary Nitrate Supplementation On Performance And Muscle Oxygenation During Resistance Exercise In Men, Rachel Tan, Adam Pennell, Katherine M. Price, Sean T. Karl, Noelle G. Seekamp-Hicks, Keonabelle K. Paniagua, Grant D. Weiderman, Joanna P. Powell, Luka K. Sharabidze, Isabella G. Lincoln, Justin M. Kim, Madeleine F. Espinoza, Maya A. Hammer, Richie P. Goulding, Stephen J. Bailey

All Faculty Open Access Publications

The purpose of the current study was to assess the effects of acute and short-term nitrate (NO3−)-rich beetroot juice (BR) supplementation on performance outcomes and muscle oxygenation during bench press and back squat exercise. Fourteen recreationally active males were assigned in a randomized, double-blind, crossover design to supplement for 4 days in two conditions: (1) NO3−-depleted beetroot juice (PL; 0.10 mmol NO3− per day) and (2) BR (11.8 mmol NO3− per day). On days 1 and 4 of the supplementation periods, participants completed 2 sets of 2 × 70%1RM interspersed by 2 min of recovery, followed by one set of …

Feasibility, Psychosocial Effects, Influence, And Perception Of Elastic Band Resistance Balance Training In Older Adults, Nichola M. Davis, Andy Pringle, Anthony D. Kay, Anthony J. Blazevich, Danielle Teskey, Mark A. Faghy, Minas A. Mina

Research outputs 2022 to 2026

This study utilised feedback from older adults during balance-challenging, elastic band resistance exercises to design a physical activity (PA) intervention. Methods: Twenty-three active participants, aged 51 – 81 years, volunteered to perform a mini balance evaluation test and falls efficacy scale, and completed a daily living questionnaire. Following a 10 min warm-up, participants performed eight pre-selected exercises (1 × set, 8 – 12 repetitions) using elastic bands placed over the hip or chest regions in a randomised, counterbalanced order with 15 min seated rests between interventions. Heart rate (HR) and rate of perceived exertion (RPE) were measured throughout. Participant interview …

Metabolomics Reveals Mouse Plasma Metabolite Responses To Acute Exercise And Effects Of Disrupting Ampk-Glycogen Interactions, Mehdi R. Belhaj, Nathan G. Lawler, John A. Hawley, David I. Broadhurst, Nolan J. Hoffman, Stacey N. Reinke

Research outputs 2022 to 2026

Introduction: The AMP-activated protein kinase (AMPK) is a master regulator of energy homeostasis that becomes activated by exercise and binds glycogen, an important energy store required to meet exercise-induced energy demands. Disruption of AMPK-glycogen interactions in mice reduces exercise capacity and impairs whole-body metabolism. However, the mechanisms underlying these phenotypic effects at rest and following exercise are unknown. Furthermore, the plasma metabolite responses to an acute exercise challenge in mice remain largely uncharacterized. Methods : Plasma samples were collected from wild type (WT) and AMPK double knock-in (DKI) mice with disrupted AMPK-glycogen binding at rest and following 30-min submaximal treadmill …

Explicit And Implicit Emotion Processing In The Cerebellum: A Meta‑Analysis And Systematic Review, Jordan E. Pierce, Marine Thomasson, Philippe Voruz, Garance Selosse, Julie Péron

Center for Brain, Biology, and Behavior: Faculty and Staff Publications

The cerebellum’s role in affective processing is increasingly recognized in the literature, but remains poorly understood, despite abundant clinical evidence for affective disruptions following cerebellar damage. To improve the characterization of emotion processing and investigate how attention allocation impacts this processing, we conducted a meta-analysis on task activation foci using GingerALE software. Eighty human neuroimaging studies of emotion including 2761 participants identified through Web of Science and ProQuest databases were analyzed collectively and then divided into two categories based on the focus of attention during the task: explicit or implicit emotion processing. The results examining the explicit emotion tasks identified …

Comparing Biomechanical Time Series Data Across Countermovement Shrug Loads, David Meechan, Stuart A. Mcerlain-Naylor, John J. Mcmahon, Timothy J. Suchomel, Paul Comfort

Research outputs 2022 to 2026

The effect of load on time-series data has yet to be investigated during weightlifting derivatives. This study compared the effect of load on the force–time and velocity–time curves during the countermovement shrug (CMS). Twenty-nine males performed the CMS at relative loads of 40 %, 60 %, 80 %, 100 %, 120 %, and 140 % one repetition maximum (1RM) power clean (PC). A force plate measured the vertical ground reaction force (VGRF), which was used to calculate the barbell-lifter system velocity. Time-series data were normalized to 100 % of the movement duration and assessed via statistical parametric mapping (SPM). SPM …

A Smartwatch Step-Counting App For Older Adults: Development And Evaluation Study, George Boateng, Curtis L. Petersen, David Kotz, Karen L. Fortuna, Rebecca Masutani, John A. Batsis

Dartmouth Scholarship

Background: Older adults who engage in physical activity can reduce their risk of mobility impairment and disability. Short amounts of walking can improve quality of life, physical function, and cardiovascular health. Various programs have been implemented to encourage older adults to engage in physical activity, but sustaining their motivation continues to be a challenge. Ubiquitous devices, such as mobile phones and smartwatches, coupled with machine-learning algorithms, can potentially encourage older adults to be more physically active. Current algorithms that are deployed in consumer devices (eg, Fitbit) are proprietary, often are not tailored to the movements of older adults, and have …