Medicine and Health Sciences Commons^™

Consensus Head Acceleration Measurement Practices (Champ): Origins, Methods, Transparency And Disclosure, Kristy B. Arbogast, Jaclyn B. Caccese, Thomas A. Buckley, Andrew S. Mcintosh, Kyvory Henderson, Brian D. Stemper, Gary Solomon, Steven P. Broglio, James R. Funk, Jeff R. Crandall

Research outputs 2022 to 2026

The use of head kinematic measurement devices has recently proliferated owing to technology advances that make such measurement more feasible. In parallel, demand to understand the biomechanics of head impacts and injury in sports and the military has increased as the burden of such loading on the brain has received focused attention. As a result, the field has matured to the point of needing methodological guidelines to improve the rigor and consistency of research and reduce the risk of scientific bias. To this end, a diverse group of scientists undertook a comprehensive effort to define current best practices in head …

Acute Floatation-Rest Improves Perceived Recovery After A High-Intensity Resistance Exercise Stress In Trained Men, Lydia K. Caldwell, William J. Kraemer, Emily M. Post, Jeff S. Volek, Brian C. Focht, Robert U. Newton, Keijo Hakkinen, Carl M. Maresh

Health and Sport Sciences Faculty Scholarship

Purpose

The aim of the present investigation was to determine whether a 1-h floatation-restricted environmental stimulation therapy (floatation-REST) session could augment recovery from high-intensity resistance exercise (6 × 10 back squats, 2-min rest) known to induce significant metabolic, adrenergic, and mechanical stress.

Methods

Eleven healthy resistance-trained males (age, 22.5 ± 2.3 yr; height, 176.4 ± 6.0 cm; weight, 85.7 ± 6.2 kg; back squat one-repetition maximum, 153.1 ± 20.1 kg; strength-to-weight ratio, 1.8 ± 0.2) completed the within-subject, crossover controlled study design. Participants completed two exercise testing blocks separated by a 2-wk washout. In one block, the high-intensity resistance exercise …

Progressive Resistance Training For Concomitant Increases In Muscle Strength And Bone Mineral Density In Older Adults: A Systematic Review And Meta-Analysis, Steven J. O’Bryan, Catherine Giuliano, Mary N. Woessner, Sara Vogrin, Cassandra Smith, Gustavo Duque, Itamar Levinger

Research outputs 2022 to 2026

Background:

Older adults experience considerable muscle and bone loss that are closely interconnected. The efficacy of progressive resistance training programs to concurrently reverse/slow the age-related decline in muscle strength and bone mineral density (BMD) in older adults remains unclear.

Objectives:

We aimed to quantify concomitant changes in lower-body muscle strength and BMD in older adults following a progressive resistance training program and to determine how these changes are influenced by mode (resistance only vs. combined resistance and weight-bearing exercises), frequency, volume, load, and program length.

Methods:

MEDLINE/PubMed and Embase databases were searched for articles published in English before 1 June, …

The Effects Of Focused Training On Non-Dominant Throwing In Teenagers, Payton Campbell, Usenime Akpanudo

McNair Scholars Research

This study aimed to know the difference in non-dominant throwing capability in teenagers who are trained to throw non-dominantly and those who are not trained to throw non-dominantly. This research was conducted at a high school in Arkansas in 2022. The method used is an experiment with a convenience sample of thirty-three male high school students. The methods of data analysis were descriptive analysis and inferential analysis using ANCOVA with the alpha level set at 0.05. Data suggests that training does in fact does make a difference in the non-dominant throwing ability of teens.

A Brief Report Relating Physical Activity And Depressive Symptoms In Women During The Covid-19 Pandemic, Kim Hollingdale, Casey Mace Firebaugh, Stephanie M. Morgan

All Faculty Scholarship for the College of Education and Professional Studies

Purpose.

The purpose of this study was to investigate the association between self-reported physical activity and depressive symptoms in US women during the COVID-19 pandemic.

Methods.

A quantitative self-report online survey was administered to adult women (n > 800) in the United States during the COVID-19 pandemic in 2020. Physical activity was measured for frequency, intensity, and duration by using Likert scales, along with descriptive measures of types of activity. The Beck Depression Inventory II was applied to assess depressive symptoms.

Results.

The Beck Depression Inventory II score of participants not engaging in physical activity (b = 13.344, …

Effect Of Pitching Restrictions And Mound Distance On Youth Baseball Pitch Counts., Hailey Mair, Nicholas A Kenney, Timothy L Uhl, L Robert Ullery, Robert G Hosey

Physical Therapy Faculty Publications

BACKGROUND: Studies have shown that higher pitch counts are directly related to a greater incidence of elbow and shoulder pain among youth baseball pitchers.

PURPOSE/HYPOTHESIS: The purpose of this study was to examine the effect of different pitching restriction rules on the number of pitches thrown in youth baseball leagues. We hypothesized that more pitches would be thrown in leagues with inning restrictions versus leagues with pitch count restrictions as well as in leagues with a longer mound distance (from pitching mound to home plate).

STUDY DESIGN: Cohort study; Level of evidence, 2.

METHODS: Pitch count data were collected for …

Drive Leg Ground Reaction Forces And Rate Of Force Development Over Consecutive Windmill Softball Pitches, Erin R. Pletcher, Kenzie B. Friesen, Gretchen D. Oliver, Mita Lovalekar, Keith Gorse, Takashi Nagai, Chris Connaboy

Department of Exercise Science Faculty Papers

BACKGROUND: Windmill softball pitching is a highly skilled movement, combining whole body coordination with explosive force. Successful pitching requires sequential movement to transfer energy produced by the lower extremity to the pitching arm. Therefore, drive leg ground reaction force (GRF) and the time over which a pitcher can develop force during push off, defined as rate of force development (RFD), is essential for optimal performance. The aim of this study was to examine GRF and RFD in the drive leg during the windmill softball pitch, as well as pitch velocity, throughout a simulated game.

METHODS: Fourteen softball pitchers (17.9±2.3 years, …

Appropriateness Of Indirect Markers Of Muscle Damage Following Lower Limbs Eccentric-Biased Exercises: A Systematic Review With Meta-Analysis, Emeric Chalchat, Anne Fleur Gaston, Keyne Charlot, Luis Peñailillo, Omar Valdés, Pierre Emmanuel Tardo-Dino, Kazunori Nosaka, Vincent Martin, Sebastian Garcia-Vicencio, Julien Siracusa

Research outputs 2022 to 2026

Purpose The aim of this review was to (1) characterize the time-course of markers of exercise-induced muscle damage (EIMD) based on the level of maximal voluntary contraction torque loss at 24-48h post-exercise (MVCloss24-48h), (2) identify factors (e.g., exercise and population characteristics) affecting the level of MVCloss24-48h, and (3) evaluate the appropriateness of EIMD markers as indicators of MVCloss24-48h. Methods Magnitude of change of each EIMD markers was normalized using the standardized mean differences method to compare the results from different studies. Time-course of EIMD markers were characterized according to three levels of MVCloss24-48h based on a clustering analysis of the …

Coach And Athlete Perceptions Of The Effects Of The Menstrual Cycle On Female Athletic Performance, Erin Dietz

Honors Projects

The purpose of this study is to examine the knowledge of the effects of the menstrual cycle on female athletic performance from both athletes and their coaches at the NCAA Division III level. Recommendations for coaches based on the findings of the research are provided. The study investigates whether female athletes and their coaches are aware of the physiological and psychological effects of the menstrual cycle and how they are managed throughout the course of a sport season.

Effects Of A Multicomponent Resistance-Based Exercise Program With Protein, Vitamin D And Calcium Supplementation On Cognition In Men With Prostate Cancer Treated With Adt: Secondary Analysis Of A 12-Month Randomised Controlled Trial, Niamh Liana Mundell, Patrick J. Owen, Jack Dalla Via, Helen Macpherson, Robin Daly, Patricia M. Livingston, Timo Rantalainen, Stephen Foulkes, Jerremy Millar, Declan G. Murphy, Steve Fraser

Research outputs 2022 to 2026

OBJECTIVES: The aim of this preplanned secondary analysis of a 12-month randomised controlled trial was to investigate the effects of a multicomponent exercise programme combined with daily whey protein, calcium and vitamin D supplementation on cognition in men with prostate cancer treated with androgen deprivation therapy (ADT). DESIGN: 12-month, two-arm, randomised controlled trial. SETTING: University clinical exercise centre. PARTICIPANTS: 70 ADT-treated men were randomised to exercise-training plus supplementation (Ex+ Suppl, n=34) or usual care (control, n=36). INTERVENTION: Men allocated to Ex + Suppl undertook thrice weekly resistance training with weight-bearing exercise training plus daily whey protein (25 g), calcium (1200 …

The Effects Of Resistance Training On Physical Fitness And Neuromotor-Cognitive Functions In Adults With Down Syndrome, Emily M. Post, William J. Kraemer, Madison L. Kackley, Lydia K. Caldwell, Jeff S. Volek, Barbara N. Sanchez, Brian C. Focht, Robert U. Newton, Keijo Häkkinen, Carl M. Maresh

Health and Sport Sciences Faculty Scholarship

Adults with Down syndrome are an underserved population at high risk for a host of different pathologies from aging and lack of activity.

Purpose: To examine the effects of a 10-week resistance training program on measures of motor behavior, cognitive function, mood, and physical fitness.

Methods: Participants (n = 11) were men and women clinically diagnosed with Down syndrome (age: 25.8 ± 6.4 years; height: 151.5 ± 8.3 cm; weight: 67.5 ± 13.0 kg; IQ: 58.3 ± 19.7 units). After familiarization of testing procedures, subjects performed The Arizona Cognitive Test Battery for Down Syndrome, TGMD-2, lower and upper body …

Changes In Insulin Sensitivity And Lipid Profile Markers Following Initial And Secondary Bouts Of Multiple Eccentric Exercises, Trevor C. Chen, Min Jyue Huang, Leonardo C. R. Lima, Tai Ying Chou, Hung Hao Wang, Jui Hung Tu, Shi Che Lin, Kazunori Nosaka

Research outputs 2022 to 2026

An acute bout of eccentric exercise affects insulin sensitivity and lipid profile, but how the magnitude of muscle damage affects them is not clear. We compared changes in blood insulin sensitivity and lipid markers after the first (EC1) and second (EC2) eccentric exercise bouts. Fifteen sedentary young men performed arm, leg and trunk muscle eccentric exercises, and repeated them 2 weeks later. Fasting blood samples were taken before, 2 h and 1–5 days after each exercise bout to analyze plasma creatine kinase (CK) activity, serum glucose (GLU), insulin, homeostasis model assessment (HOMA), triacylglycerols (TG), total (TC) and low- (LDLC) and …

Age-Dependent White Matter Disruptions After Military Traumatic Brain Injury: Multivariate Analysis Results From Enigma Brain Injury, Heather C. Bouchard, Delin Sun, Emily L. Dennis, Mary R. Newsome, Seth G. Disner, Jeremy Elman, Annelise Silva, Carmen Velez, Andrei Irimia, Nicholas D. Davenport, Scott R. Sponheim, Carol E. Franz, William S. Kremen, Michael J. Coleman, M. Wright Williams, Elbert Geuze, Inga K. Koerte, Martha E. Shenton, Maheen M. Adamson, Raul Coimbra, Gerald Grant, Lori Shutter, Mark S. George, Ross D. Zafonte, Thomas W. Mcallister, Murray B. Stein, Paul M. Thompson, Elisabeth A. Wilde, David F. Tate, Aristeidis Sotiras, Rajendra A. Morey

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

Mild Traumatic brain injury (mTBI) is a signature wound in military personnel, and repetitive mTBI has been linked to age-related neurogenerative disorders that affect white matter (WM) in the brain. However, findings of injury to specific WM tracts have been variable and inconsistent. This may be due to the heterogeneity of mechanisms, etiology, and comorbid disorders related to mTBI. Non-negative matrix factorization (NMF) is a data-driven approach that detects covarying patterns (components) within high-dimensional data. We applied NMF to diffusion imaging data from military Veterans with and without a self-reported TBI history. NMF identified 12 independent components derived from fractional …

The Role Of Reported Affective Symptoms And Anxiety In Recovery Trajectories After Sport-Related Concussion, Bernadette A. D'Alonzo, Abigail C. Bretzin, Douglas J. Wiebe, Ivy League–Big Ten Epidemiology Of Concussion Study Investigators, Arthur C. Maerlender, Cary R. Savage

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

Background: There is growing awareness and clinical interest in athletes with affective symptoms after sport-related concussion (SRC), as these symptoms may contribute to overall symptoms and represent a modifiable risk factor of longer recovery. However, evidence of their effects on the entire return-to-play (RTP) trajectory, particularly among women and men, is limited.

Purpose/Hypothesis: To examine the relationship between affective symptom reporting and RTP progression after SRC among a cohort of Division 1 student-athletes. We hypothesized that those endorsing affective symptoms, specifically nervous-anxious symptoms, spend more time in RTP progression and recovery.

Study Design: Cohort study; Level of evidence, 3.

Methods: …

Effect Of Childhood Developmental Coordination Disorder On Adulthood Physical Activity; Arvo Ylppö Longitudinal Study, Jocelyn L. K. Tan, Anna Mari Mari Ylä-Kojola, Johan G. Eriksson, Minna K. Salonen, Niko Wasenius, Nicolas H. Hart, Paola Chivers, Timo Rantalainen, Aulikki Lano, Harri Piitulainen

Research outputs 2022 to 2026

Individuals at risk of Developmental Coordination Disorder (DCD) have low levels of physical activity in childhood due to impaired motor competence; however, physical activity levels in adulthood have not been established. This study sought to determine the impact of DCD risk on physical activity levels in adults using accelerometry measurement. Participants (n = 656) from the Arvo Ylppö Longitudinal Study cohort had their motor competence assessed at the age of five years, and their physical activity quantified via device assessment at the age of 25 years. Between group differences were assessed to differentiate physical activity measures for individuals based on …

Effects Of Upper Body Eccentric Versus Concentric Strength Training And Detraining On Maximal Force, Muscle Activation, Hypertrophy And Serum Hormones In Women, Keijo Häkkinen, Robert U. Newton, Simon Walker, Arja Häkkinen, Sonja Krapi, Rebekka Rekola, Päivi Koponen, William J. Kraemer, G. Gregory Haff, Anthony Blazevich, Kazunori Nosaka, Juha Ahtiainen

Research outputs 2022 to 2026

Effects of eccentric (ECC) versus concentric (CON) strength training of the upper body performed twice a week for 10 weeks followed by detraining for five weeks on maximal force, muscle activation, muscle mass and serum hormone concentrations were investigated in young women (n = 11 and n = 12). One-repetition bench press (1RM), maximal isometric force and surface electromyography (EMG) of triceps brachii (TB), anterior deltoid (AD) and pectoralis major (PM), cross-sectional area (CSA) of TB (Long (LoH) and Lateral Head (LaH)) and thickness of PM, as well as serum concentrations of free testosterone, cortisol, follicle-stimulating hormone, estradiol and sex …

The Reliability And Magnitude Of Time-Dependent Force-Time Characteristics During The Isometric Midthigh Pull Are Affected By Both Testing Protocol And Analysis Choices, Stuart N. Guppy, Yosuke Kotani, Claire J. Brady, Shannon Connolly, Paul Comfort, Gregory G. Haff

Research outputs 2022 to 2026

This study aimed to investigate whether the use of short-duration (SHORT) isometric midthigh pull (IMTP) trials resulted in greater reliability and magnitude of time-dependent force-time characteristics than traditionally performed IMTP trials (TRAD). Fourteen subjects with > 6 months' training experience with the power clean volunteered to take part in the study. Subjects performed five ∼1-second IMTP trials (SHORT) and five 5-second IMTP trials (TRAD). SHORT resulted in substantially more reliable rate of force development (RFD) measures (intraclass correlation coefficient [ICC] = 0.97–0.99; coefficient of variation [CV] = 2.6–7.0%), particularly during time bands from force-onset to 150 ms, compared with TRAD when …

Sport Specialization And Injury Risk In Naia Athletes, Connor Cavanaugh

Honors Program Projects

Sport specialization is defined as intense year-round training in a single sport while excluding other sports. Previous studies have suggested a relationship between increased levels of sport specialization and injury risk, though other studies have contradicted this hypothesis. Previous literature has also suggested that sport specialization levels increase dramatically throughout high school, though this has not been investigated in post-high school athletes. This study aimed to investigate the possible relationship between sport specialization and injury risk, as well as how sport specialization levels change throughout college by distributing a questionnaire online to 251 undergraduate NAIA athletes. Participants were assessed according …

Eating And Exercise Habits Among College Students, Cameron Peirce

Honors College

This study examines the eating and exercise habits of undergraduate college students (N=204) in order to determine which populations among the sample show the highest rates of disordered eating and disordered exercise behaviors. Participants answered a multipart questionnaire regarding their eating and exercise habits, perfectionistic tendencies, and individual demographic characteristics. Results show Honors and female students had among the highest levels of disordered eating. Student athletes and male students showed the highest levels of disordered exercise. Implications for further research and early intervention for college students with maladaptive eating and exercise habits are discussed.

Efficacy Of The Fifa 11+ Injury Prevention Program In Maine High School Soccer, Meg Lander

Honors College

The purpose of this thesis was to assess the efficacy of the FIFA 11+ injury prevention program when used over the course of one soccer season in Maine high school athletics when compared to a standard warm-up approach. Every year, nearly two million injuries are sustained by high school athletes, and the FIFA 11+ program was developed to mitigate the risk of lower body injuries in soccer players. It has been shown to reduce the incidence of injury by one third or more in teenage and older athletes. Participants were randomly allocated into the FIFA 11+ group and the control …

Effects Of Reciprocal Inhibition And Whole-Body Relaxation On Persistent Inward Currents Estimated By Two Different Methods, Ricardo N.O. Mesquita, Janet L. Taylor, Gabriel S. Trajano, Jakob Škarabot, Aleš Holobar, Basílio A. M. Gonçalves, Anthony J. Blazevich

Research outputs 2022 to 2026

Persistent inward currents (PICs) are crucial for initiation, acceleration, and maintenance of motoneuron firing. As PICs are highly sensitive to synaptic inhibition and facilitated by serotonin and noradrenaline, we hypothesised that both reciprocal inhibition (RI) induced by antagonist nerve stimulation and whole-bodyrelaxation (WBR) would reduce PICs in humans. To test this, we estimated PICs using the well-established paired motor unit (MU) technique. High-density surface electromyograms were recorded from gastrocnemius medialis during voluntary, isometric 20-s ramp, plantarflexor contractions and decomposed into MU discharges to calculate delta frequency (ΔF). Moreover, another technique (VibStim), which evokes involuntary contractions proposed to result from PIC …

Dietary Iron And The Elite Dancer, Caitlin Attwell, Cory Dugan, Alannah K. A. Mckay, Joanna Nicholas, Luke Hopper, Peter Peeling

Research outputs 2022 to 2026

Dancers are an athlete population at high risk of developing iron deficiency (ID). The aesthetic nature of the discipline means dancers potentially utilise dietary restriction to meet physique goals. In combination with high training demands, this means dancers are susceptible to problems related to low energy availability (LEA), which impacts nutrient intake. In the presence of LEA, ID is common because of a reduced mineral content within the low energy diet. Left untreated, ID becomes an issue that results in fatigue, reduced aerobic work capacity, and ultimately, iron deficient anaemia (IDA). Such progression can be detrimental to a dancer’s capacity …

Effect Of Physical Activity During Covid-19 On The Sleep Health Of Community-Level Athletes In Australia, Andrew Walsh, Sarah Harris, Philipp Beranek, Shayne Vial, Travis Cruickshank, Mitchell Turner

Research outputs 2022 to 2026

The COVID-19 outbreak presents a serious health challenges, with Australia enforcing tight restrictions, impacting sporting activities and sleep health of many Australians. Routine lifestyle patterns (physical activity and employment) are important to maintaining overall sleep health. Current literature indicates COVID-19 pandemic negatively affected the employment status and sport engagement. The aim of this study was to explore the effect of physical activity during COVID-19 on sleep health, and its association with employment and sport engagement of community-level athletes throughout Australia. Participants self-reported sleep health prior to COVID-19 (pre-sleep) and over the month prior to data collection (during-sleep) using the validated …

Movement Quantity And Quality: How Do They Relate To Pain And Disability In Dancers?, Danica Hendry, Amity Campbell, Anne Smith, Luke Hopper, Leon Straker, Peter O’Sullivan

Research outputs 2022 to 2026

Objective This field-based study aimed to determine the association between pre-professional student dancers’ movement quantity and quality with (i) pain severity and (ii) pain related disability. Methods Pre-professional female ballet and contemporary dance students (n = 52) participated in 4 time points of data collection over a 12-week university semester. At each time point dancers provided self-reported pain outcomes (Numerical Rating Scale as a measure of pain severity and Patient Specific Functional Scale as a measure of pain related disability) and wore a wearable sensor system. This system combined wearable sensors with previously developed machine learning models capable of capturing …

Shorter Constant Work Rate Cycling Tests As Proxies For Longer Tests In Highly Trained Cyclists, Chantelle Du Plessis, Mark Andrews, Lachlan J. G. Mitchell, Jodie Cochrane Wilkie, Trish King, Anthony J. Blazevich

Research outputs 2022 to 2026

Severe-intensity constant work rate (CWR) cycling tests simulate the high-intensity competition environment and are useful for monitoring training progression and adaptation, yet impose significant physiological and psychological strain, require substantial recovery, and may disrupt athlete training or competition preparation. A brief, minimally fatiguing test providing comparable information is desirable.

Purpose

To determine whether physiological variables measured during, and functional decline in maximal power output immediately after, a 2-min CWR test can act as a proxy for 4-min test outcomes.

Methods

Physiological stress (VO _2 kinetics, heart rate, blood lactate concentrations ([La-]b)) was monitored and performance fatigability was estimated (as pre-to-post-CWR …

Exercise In The Heat: Perceptual Measures In Hydrated And Dehydrated Conditions, John Kromer

Honors Scholar Theses

Introduction: Athletes, warfighters, and laborers are often exposed to extreme environmental conditions that can result in heat-related illnesses negatively impacting performance and productivity.

Purpose: To evaluate Total Mood Disturbance (TMD) from pre-trial to post-trial surrounding exercise in the heat. The secondary purpose was to compare post-trial measures between hydration status as well as environmental conditions.

Methods: Twenty-six male and female subjects performed four trials. Two trials were conducted in temperate conditions (24 ℃, 55% relative humidity) and two in extreme heat conditions (35 ℃, 55% relative humidity), in both hydrated and dehydrated conditions. The Profile of Moods States survey was …

Supporting Students After Concussion: What College Faculty Need To Know, Susan C. Davies

Thomas C. Hunt Building a Research Community Day

Returning to university life following concussion can be challenging for students. Our Brain Health Collaboratory, in conjunction with the Center on Brain Injury Research and Training, developed set of online resources to inform college faculty members about brain injuries. The module includes information about concussion effects, academic and environmental accommodations, and the role of college faculty in providing support. This session will share our research that led to development of the module, as well as our plan to evaluate its efficacy.

Differential Associations Of Conduct Disorder, Callous‑Unemotional Traits And Irritability With Outcome Expectations And Values Regarding The Consequences Of Aggression, J. Elowsky, S. Bajaj, J. Bashford‑Largo, R. Zhang, A. Mathur, A. Schwartz, M. Dobbertin, K. S. Blair, E. Leibenluft, D. Pardini, R. J.R. Blair

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

Background: Previous work has examined the association of aggression levels and callous-unemotional traits with outcome expectations and values regarding the consequences of aggression. Less work has examined the outcome expectations and values regarding the consequences of aggression of adolescents with Conduct Disorder (CD). Also, no studies have examined links between irritability (a second socio-affective trait associated with CD) and these social cognitive processes despite the core function of anger in retaliatory aggression and establishing dominance.

Method: The current study, investigating these issues, involved 193 adolescents (typically developing [TD; N = 106], 87 cases with CD [N = 87]). Participants completed …

Parkinson's Disease And Exercise: Steps Into A Hopeful Future, Jacob Barker

Spring Showcase for Research and Creative Inquiry

In the world of medicine and disease interventions, exercise is too often underlooked as a viable form of treatment or complementary treatment to medication. This is especially true with Parkinson’s Disease, a disease that attacks the basal ganglia of the brain and impairs neuromuscular function. In my analysis, I read a perspective from a PD patient, Gerry Hill, who has struggled with the disease himself and how he used physical activity to aid in his battle with the disease for both physical and psychological aid. Additionally, I performed research to understand how exercise benefits function within the brain. Aerobic exercise, …

The Current State Of Subjective Training Load Monitoring: Follow-Up And Future Directions, Joseph O. C. Coyne, Aaron J. Coutts, Robert U. Newton, Gregory G. Haff

Research outputs 2022 to 2026

This article addresses several key issues that have been raised related to subjective training load (TL) monitoring. These key issues include how TL is calculated if subjective TL can be used to model sports performance and where subjective TL monitoring fits into an overall decision-making framework for practitioners. Regarding how TL is calculated, there is conjecture over the most appropriate (1) acute and chronic period lengths, (2) smoothing methods for TL data and (3) change in TL measures (e.g., training stress balance (TSB), differential load, acute-to-chronic workload ratio). Variable selection procedures with measures of model-fit, like the Akaike Information Criterion, …