ROLE OF SKELETAL MUSCLE MASS IN SEX-DEPENDENT POWER …
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Theses and Dissertations--Kinesiology and Health Promotion Kinesiology and Health Promotion
2018
ROLE OF SKELETAL MUSCLE MASS IN SEX-DEPENDENT POWER ROLE OF SKELETAL MUSCLE MASS IN SEX-DEPENDENT POWER
OUTPUT DURING FLYWHEEL RESISTANCE TRAINING OUTPUT DURING FLYWHEEL RESISTANCE TRAINING
Paul A. Baker University of Kentucky, [email protected] Digital Object Identifier: https://doi.org/10.13023/etd.2018.313
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Paul A. Baker, Student
Dr. Lance Bollinger, Major Professor
Dr. Heather Erwin, Director of Graduate Studies
ROLE OF SKELETAL MUSCLE MASS IN SEX-DEPENDENT POWER OUTPUT DURING FLYWHEEL RESISTANCE TRAINING
_______________________________________________________
THESIS _______________________________________________________
A thesis submitted in fulfillment of the requirements for the degree of Master of
Science in the College of Education at the University of Kentucky
By
Paul Anthony Baker
Lexington, Kentucky
Director: Dr. Lance Bollinger, Assistant Professor of Kinesiology and Health Promotion
Lexington, Kentucky
2018
Copyright © Paul Anthony Baker 2018
ABSTRACT OF THESIS
Background: To determine the role of muscle mass in sex-dependent differences in power output during flywheel resistance training (FRT). Methods: Twenty recreationally active (≥ 2 resistance exercise bouts per week), subjects (10 M, 10 F) completed 2 bouts of resistance exercise using a flywheel resistance training (FRT) device (Exxentric kbox 4 Pro) separated by at least one week. Each session consisted of 3 sets of 4 exercises (squat, bent-over row, Romanian deadlift, and biceps curl) with varying moments of inertia (0.050, 0.075, and 0.100 kg/m2, respectively) in random order. Each set consisted of 5 maximal effort repetitions with 3-minute recovery between sets. Average power, peak concentric and peak eccentric power were recorded and normalized to whole-body skeletal muscle mass (as calculated from bioelectrical impedence analysis). Additionally, linear regression analysis was used to determine the association between muscle mass and highest power output observed among all three inertial loads. Results: Absolute average, peak concentric and peak eccentric power for all lifts was significantly higher for males compared to females except for peak eccentric power for biceps curl which showed no significant difference. After normalizing to skeletal muscle mass, power output remained significantly higher for men in Row average power and peak concentric power as well as average power for biceps curl. A significant main effect of inertial load was noted for both absolute and relative power output for all exercises except for squat average power and peak concentric power. Regression analysis revealed that power output increases linearly with skeletal muscle mass (R2 = 0.37-0.77). Conclusions: Differences in power output between sexes during resistance exercise can largely be explained by differences in muscle mass. Indeed, muscle mass accounts for approximately 37-77% of the variance in power output during FRT depending on the exercise. Increasing inertial load tends to decrease power output during FRT. KEYWORDS: sex differences, iso-inertial training, eccentric, performance testing
____________Paul Baker_______
____________July 28, 2018________
ROLE OF SKELETAL MUSCLE MASS IN SEX-DEPENDENT POWER OUTPUT DURING FLYWHEEL RESISTANCE TRAINING
By
Paul Anthony Baker
__________________Dr. Lance Bollinger____ Director of Thesis
__________________Dr. Heather Erwin_____ Director of Graduate Studies
_________________July 28, 2018____________ Date
iii
ACKNOWLEDGMENTS
The following thesis, could not have been finished without the aid and helpful
advice of Dr. Lance Bollinger. Your willingness to always meet and discuss any
issues I had was very much appreciated. Your support and helpful demeanor were
exactly what I needed in an advisor. I feel as though you are not only my advisor but
a friend and that means a lot. In addition, Dr. Mark Abel and Dr. Chris Morris your
helpful suggestions and comments went a long way in writing and refining my
thesis. This process while often stressful at times has allowed me to learn so much
about the research process. I am excited to pursue a Ph. D. degree further down the
road because of my experiences with my thesis and helpful faculty at the University
of Kentucky.
I would also like to thank my family and friends that helped me during this
process. My mom and dad offered continual support both emotionally and
financially, while I pursued my Master’s Degree. My girlfriend, Katie Worcester was
also greatly helpful in helping me reach this point. Her constant support and love
went a long way in continuing through this entire thesis project. Her willingness to
always proof read my rough drafts, challenge my thoughts and discuss ideas was
greatly appreciated. I would also like to thank my best friend Jensen Goh who
encouraged me to never give up and pulled late nights with me working on my
thesis. Most importantly, I would like to thank all the subjects that volunteered to
participate in the study, without you none of this would have been possible.
iv
TABLE OF CONTENTS
Acknowledgments ................................................................................................................................. iii List of Tables ............................................................................................................................................ vi List of Figures ......................................................................................................................................... vii Chapter 1: Introduction ........................................................................................................................ 1 Chapter 2: Literature Review ............................................................................................................. 5 2.1. Flywheel Based Resistance Training ............................................................................... 5 2.2. Comparisons Between FRT, Weight Stack and Resistance Training ................... 6 2.3. Eccentric Muscle Contractions ........................................................................................... 8 2.4. Male & Female Performance Differences.....................................................................10 Chapter 3: Methodology .....................................................................................................................12 3.1. Experimental Approach to the Problem ......................................................................12 3.2. Subjects .....................................................................................................................................12 3.3. Wingate Anaerobic Test .....................................................................................................13 3.4. Strength Testing ....................................................................................................................13 3.5. Flywheel-based resistance exercise testing................................................................14 3.6. Statistical Analyses ...............................................................................................................15 Chapter 4: Results .................................................................................................................................17 4.1. Squat...........................................................................................................................................17 4.2. Row .............................................................................................................................................18 4.3. RDL .............................................................................................................................................19 4.4. Biceps Curl ...............................................................................................................................20 4.5. Skeletal Muscle Mass Predicts Power Output During FRT....................................21 4.6. Wingate Anaerobic Test .....................................................................................................21 Chapter 5: Discussion and Conclusions .......................................................................................23 5.1. Practical Applications ..........................................................................................................28 References ...............................................................................................................................................39 Vita……………………………………………………………………………………………………………………45
vi
LIST OF TABLES
Table 1, Subject Characteristics ......................................................................................................30 Table 2, Physical Characteristics and Exercise Responses (Wingate)…………………….31
vii
LIST OF FIGURES
Figure 1 a-f………………………………………………………………………………………………………..32 Figure 2 a-f…………………………………………...…………………………………………………………...33 Figure 3 a-f………………………..……………………………………………………………………………....34 Figure 4 a-f………………………………………………………………………………………………………..35 Figure 5 a-d ……………………………………………………………………………………………….……...36 Figure 6 a-d…………………………………………..……………………………………………………..........37 Figure 7 a-d…………………………………….………………………………………………………….……...38
1
INTRODUCTION
Muscular power is a crucial element for performance; not only for the elite
but also the recreational athlete (5, 32, 42, 49). Power can be defined as the product
of force and velocity or analogously as the dividend of work over time. Performing
greater work in a short amount of time will yield a greater power (42). Training to
increase muscular power has become widely known to help aid athletic
performance (33). Throughout the years resistance training has been the common
means to train muscular power. However, flywheel resistance training (FRT), also
called iso-inertial training has recently has emerged as a modality to increase and
directly measure power output during exercise (10).
FRT was originally used as a means of quantifying work of elbow flexors by
Hill (27) in the early 1920’s. More recently Berg and Tesch (7) studied the use of
FRT as a device to prevent muscle atrophy for astronauts. Since this time, FRT has
started to increase in both performance enhancement and clinical settings (18, 21,
22, 36, 48, 52). FRT operates independently of gravity and thus is drastically
different than gravity-dependent forms of resistance training (RT) such as free
weights or weight stacks. During traditional dynamic constant external resistance
(DCER) training, the eccentric phase is under stimulated by ~50% (20, 25). FRT
uses the moment of inertia (equal to half the mass times the square of the radius) of
a disk to provide external resistance which allows for maximal voluntary force to be
produced throughout the concentric and eccentric phase. Since eccentric muscle
contractions are known to be more forceful than concentric or isometric muscle
actions, this gravity independent form of training allows for maximal stimulation in
2
the eccentric phase. Eccentric loading has been suggested to be more advantageous
than traditional RT and may induce greater training adaptations.
Several studies have examined the effect of FRT on increasing power and
strength. Naczk et al. (39,41) found muscle power increases in both the lower and
upper extremities following FRT. Onambélé et al. (29) found that FRT produced a
greater increase in power than traditional RT. Another study by Tesch et al. (53)
found that FRT produced similar strength and muscle hypertrophy adaptations
compared to traditional RT. Studies have also compared electromyography (EMG)
activity of FRT to that of traditional RT. A study by Norrbrand et al. (44) had
subjects complete five weeks of training with a traditional weight stack or FRT. The
FRT group displayed greater EMG activity of the quadriceps during concentric and
especially eccentric knee extensions compared to the weight stack group. The
higher EMG activity seen in the FRT group is most likely due to its unique loading
features. A meta-analysis by Marota-Izquierdo (37) including nine studies compared
FRT to traditional RT. The study found that FRT compared to traditional weight
stack machines elicited greater improvements in concentric and eccentric strength,
muscle power and strength, muscle hypertrophy, vertical jump height and running
speed. However, another meta-analysis (55) of seven studies (four independent
from those used by Marota-Izquierdo) concluded that no significant difference
exists in concentric or eccentric strength following FRT or gravity-dependent RT.
Based on the literature, FRT offers a unique stimulus to the working muscles in the
form of eccentric overload. Eccentric overload can be defined as a greater amount
of work being done in the eccentric phase compared to the concentric phase of an
3
exercise. However, the efficacy of FRT compared to traditional RT remains
controversial. It should be noted, however, most of the studies were performed on
males, or did not distinguish between males and females in their analyses.
Males typically have more muscle mass when compared to females (24, 33).
Strength differences between males and females have been well documented in the
literature (47) with males showing significantly higher absolute strength than
females (31). However, when values are normalized to fat-free mass or muscle
mass, these differences are usually lessened or disappear entirely (9, 24, 29). Baker
and Nance (5) studied the relationship between 10 and 40 meter running speed and
strength & power tests, 3RM for squat and 3RM for power clean, and jump squats.
Absolute strength and power scores were shown to not be significantly related to
the 10 or 40-meter performance scores. However, power output relative to body
mass was significantly related to sprint performance. Another study sought out to
determine if gender variances in muscle mass could explain the differences in
sprinting (30 and 300m) and cycling (Wingate Anaerobic Test, WAnT) performance
(49). Power output that was relative to lower extremity muscle mass was
significantly related to sprint performance. Sex differences in peak and mean power
output during the WAnT appear to be due to lower extremity muscle mass.
However, it should be noted that power output during this study was measured on a
cycle ergometer, which consists almost entirely of concentric muscle actions.
Few studies have examined the role of muscle mass in power output during
dynamic RT consisting of both concentric and eccentric muscle actions. Martinez-
Aranda (34) studied the effects of inertial loading on power, force, work and
4
eccentric overload between males and females (n=11 per group) during FRT
unilateral knee extension. As expected, men displayed significantly higher absolute
power at all six inertial settings. The study discussed that sex appears to be a
critical variable to consider when using FRT. It is stated that going forward studies
employing FRT in males and females should consider muscle and/or lean body mass
when examining power.
The current study sought to examine the effects of muscle mass between
sexes on power output during FRT with four different exercises. Most of the studies
on FRT have only used exercises that were limited to machines such as leg press, leg
extension, and bicep curl. Squat, row, RDL, and biceps curl were selected because
they mimic movements typically performed during free weight resistance exercise.
This selection of exercises also allows for investigation of multi-joint and single-joint
exercises of the lower and upper body. Based on the current literature, we
hypothesized that absolute power output would be higher in males, but this effect
would be curtailed when normalized to muscle mass. We further hypothesized that
power output both concentrically and eccentrically; would decrease with increasing
inertial load.
5
Literature Review
Flywheel Based Resistance Training
Flywheel based resistance training (FRT), sometimes referred to as “iso-
inertial resistance training,” has recently gained popularity for its apparent effects
on muscle power output as well at its ability to quantify resistance exercise
performance in near real-time. During FRT, the rotational displacement of a
flywheel with known dimensions and mass is measured and used to calculate
performance variable such as concentric power (W), eccentric power (W), average
power (W), average force (N) and total work (kJ). A flywheel, with a known mass
and dimensions, will provide a given moment of inertia: I=1/2MR2. Mass (M) and
radius (R) can be manipulated to increase the moment of inertia (I). By rotationally
accelerating the flywheel through a concentric muscle action, a centrifugal force is
generated that increases with increasing flywheel speed. Eccentric muscle force
must be exerted to overcome the moment inertia of the flywheel at the end of each
repetition. Thus, faster movement will yield greater force, work, power. The
rotating flywheel requires force in order for it to stop. The force required to stop
the wheel is the eccentric muscle contraction. A faster breaking speed will require
more eccentric force to stop (43). Due to the inertial nature of this exercise, FRT can
provide a variable, unlimited amount of external resistance.
The FRT has been shown to be effective in maintaining muscle mass and
increasing maximal force output during long-term bedrest (2,3). FRT operates
independently of gravity and thus is drastically different than gravity-dependent
forms of resistance training such as free weights or weight stacks.
6
FRT was originally used as a means of quantifying work of the elbow flexors by Hill
(27) in the early 1920’s. More recently Berg and Tesch (8) studied the use of FRT as
a device to prevent muscle atrophy for astronauts while in space. FRT has increased
in both performance enhancement and clinical settings over the past couple of
decades (21, 22, 35, 36, 47, 51). The emphasis lately has been on performance with
FRT being used to improve strength and power. Both strength and power have been
shown to be important in terms of sport performance (56,57). Stone et al. (52)
found that maximum strength can contribute to muscular power. FRT appears to be
beneficial at increasing power and strength. Naczk (39,41) showed significant
increases in muscle power for both the upper and lower extremities following FRT.
Therefore, it is possible that increased power output following FRT is a function of
increased muscle strength, which is largely determined by skeletal muscle mass.
However, the relationship between muscle mass and FRT power has not previously
been explored.
Comparisons Between FRT, Weight Stack and Resistance Training
Several studies have examined the differences and similarities between
traditional RT, weight stack, and FRT. Berg & Tesch (8) showed that lower
extremity FRT could produce similar velocities and muscular damage comparable to
RT using free weights. A study by Norrbrand et al. (43) had subjects perform
unilateral knee extensions with a weight stack or FRT. The FRT group saw increases
of all four quadricep muscle with the weight stack group only seeing an increase in
the rectus femoris. Another study by Tesch et al. (53) found that FRT produced
similar strength and muscle hypertrophy adaptations compared to that of
7
traditional RT. Studies have also compared EMG activity of FRT to traditional RT. A
study by Norrbrand et al. (45) even found greater EMG activity of the quadriceps in
FRT knee extension compared to a weight stack group. The higher EMG activity
seen in the FRT group is most likely due to its unique loading features. Norrbrand
(46) saw quadriceps muscle use in the leg press is equivalent if not greater with
FRT. More important it was found that total work was much higher in the FRT
group (especially in the eccentric phase). However, due to the use of two
independent machines with differing cams (and thus different mechanical
advantage/efficiency) these could not be compared statistically. Thus, it appears
that FRT may provide a preferential overload during the eccentric phase of muscle
contraction.
Increases in athletic performance have also been examined with de Hoyo et
al. (19) finding that FRT produced greater improvements in 20-m sprint time, 10-m
flying-sprint time and counter-movement jump height. A study by Onambélé et al.
(47) found that FRT produced a greater power increase than RT. A meta-analysis by
Marota-Izquierdo et al. (37) including nine studies compared FRT to traditional RT.
This study found that, compared to traditional weight stack machines, FRT elicited
greater improvements in concentric and eccentric strength, muscle power and
strength, muscle hypertrophy, vertical jump height and running speed. However,
another meta-analysis of seven studies (four independent from those used by
Marota-Izquierdo) concluded that no significant difference exists in concentric, or
eccentric strength following FRT or gravity-dependent RT (55). Based on the
8
literature it appears that FRT offers the same if not greater improves in power and
strength; with eccentric EMG activity being higher in FRT.
Eccentric Muscle Contractions
It is already widely known that eccentric muscle contraction is crucial for
producing performance adaptations such as hypertrophy, strength and power (20).
Healthy skeletal muscle has the capacity to produce greater force in the eccentric
phase than the concentric phase (50). The exact mechanisms behind why eccentric
contractions are more forceful than concentric or isometric muscle actions are not
entirely known but increased reliance on non-contractile proteins, such as titin
appears to contribute to this effect (26). A study by Hather et al. (25) used a
concentric, concentric/eccentric and control group to study the importance of
eccentric contraction to muscular adaptations. The findings showed that optimal
muscle hypertrophy is not attained unless eccentric muscle actions are performed
during resistance training. With eccentric contractions being so crucial to training
adaptions it is important to apply ample stimuli to produce desired adaptations.
Traditional RT involves concentric and eccentric using the same external resistance
throughout repetitions of a set. If the same external load is being applied
throughout the entire repetition then the eccentric phase is under stimulated.
During normal RT with concentric-eccentric contractions performed at maximal
intensity, approximately 50% underloading of the eccentric phase is occurring (20,
25). FRT uses the moment of inertia of a rotating disk to generate resistance which
allows for maximal voluntary force to be produced throughout both concentric and
eccentric phases with a greater eccentric overload. This type of loading has been
9
suggested to be more advantageous than traditional resistance training and may
induce greater training adaptations.
Flywheel based inertia training applies an eccentric overload during each
repetition. That eccentric overload can aid in decreasing that underload percentage
mentioned in (20, 25). Using eccentric overload in a training protocol has been
shown to increase power (23). Fernandez-Gonzalo et al. (21) assessed strength and
muscle mass training adaptations to eccentric overload in FRT. The study found
that the eccentric-overload resistance elicited increases in strength, power, and
muscle mass. This result showed that despite more eccentric overload subjects
were still able to adapt to the increased stimulus.
A study by Norrbrand, (43) had fifteen males perform a 5-week training
program that consisted of either regular RT or FRT with coupled concentric–
eccentric knee extensions 2–3 times per week. The FRT group saw an increase of
6.2% whereas, the RT group saw an 3.0% increase in quadricep muscle volume.
Since the FRT device has a greater eccentric component it can offer greater stimulus
than regular RT and it may be more beneficial for muscular adaptations. Tous-
Fajardo et al. (54) even showed that an eccentric overload program for hamstring
development can reduce the incidence of hamstring strains in elite soccer players.
The eccentric overload component of FRT to elicit muscle hypertrophy has also
been researched (23, 36).
It is well accepted that muscle size is related to strength (13, 38). The
efficacy of the flywheel eccentric overload to induce muscle hypertrophy has been
studied in the literature (21, 22, 43, 54). Maroto-Izquierdo (37) implemented a 6-
10
week FRT and RT eccentric overload training protocol. The study found greater
vastus lateralis muscle volume in the FRT group compared to RT. Based on the
literature, FRT appears to provide a unique stimulus to the working muscles in the
form of eccentric overload. However, most of the studies were performed on males,
or did not distinguish between males and females in their analyses which is
important to consider.
Male & Female Performance Differences
Strength and power differences between males and females have been well
documented in the literature (48,49). However, when muscular strength is
normalized fat free mass (FFM) or muscle mass (MM), these differences are usually
lessened or disappear entirely (9, 24). Bishop (9) examined differences in upper
and lower body strength in males and females with similar physical activity. The
study found that absolute strength and upper body strength was greater in males
than females. When the absolute values were normalized to fat-free weight and
muscle cross-sectional area, sex differences were negated in all lifts except the curl
and bench press. Hosler (30) also examined strength differences between sexes and
once body composition and size were taken into account, sex only accounted for a
variance of 2% in leg strength and 1% arm strength respectively. Males and females
even have similar responses to adaptations produced from RT protocols (16, 28).
Abe (1) implemented a 12-week upper and lower body RT protocol. The study saw
similar increases in muscle thickness between sexes. Thus, it appears that sex-
specific differences in strength are largely due to differences in muscle mass. To
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date, the role of muscle mass in sex-specific differences in power output have not be
systematically examined.
A study by Kraemer (32) examined sexes differences in strength and power
using traditional RT. The study found that absolute power output values were 44%
lower in females than in males. Importantly, this study did not normalize power
output to FFM or MM to see if differences were negated. Martinez-Aranda (35)
studied the effects of inertia loading on power, force, work and eccentric overload
between sexes during FRT. Six different inertia settings (0.0125, 0.025, 0.0375,
0.05, 0.075, 0.100 kg*m2) were used to perform uni-lateral knee extension with 11
males and 11 females. The study found that power decreased as inertia loading
increased with males showing slower decreases than females. The highest power
production was recorded at 0.0375 kg*m2. Differences seen in absolute power
between sexes was clear in the study, with males being 43.7% higher than females.
These authors concluded that sex appears to be an important variable to consider
when using FRT. It was stated in the article that going forward studies employing
FRT in males and females should consider lean body mass and/or muscle mass.
FRT can be a useful tool for power and strength development both for
performance and in a clinical setting. The majority of studies on FRT have only used
exercises such as leg press, leg extension, and bicep curl; with more complex multi-
joint exercises not being explored as much. The differences between males and
females regarding FFM or MM in these studies is not always considered. These
differences can dramatically affect strength and power between sexes. When it
comes to FRT the effect of muscle mass on power may play a crucial part.
12
METHODS
Experimental Approach to the Problem:
All research procedures were approved by the university Institutional
Review Board. Prior to participation, all subjects provided written informed
consent. All participants were screened for participation by use of a health history
questionnaire, a Physical Activity Readiness Questionnaire (PARQ), and resting
electrocardiogram (EKG). Participants visited the exercise physiology laboratory on
three separate occasions, separated by at least seven days each as previously
described (10). Anthropometric measures (Height, Weight, Hip/Waist), body
composition (bioelectrical impedance analysis, BIA), peak anaerobic power
(Wingate Anaerobic Test, WAnT), and one repetition maximum (1RM) testing for
following four lifts: Squat, Bent-Over Row (Row), Romanian Deadlift (RDL) and
Biceps Curl were completed on the first visit. These exercises were selected because
they mimic movements typically performed during free weight resistance exercise.
For the following two sessions subjects completed a warm-up on a cycle ergometer
followed by 3 sets of 5 maximal-effort repetitions for the four lifts listed above using
a flywheel resistance training device (Exxcentric Kbox 4 Pro). Each set consisted of
a different inertia load (0.050, 0.075, and 0.100 kgm2).
Subjects:
This study recruited a convenience sample of twenty recreationally active (≥
2 resistance exercise bouts per week), subjects (10 M, 10 F) presenting with no
more than minimal risk according to ACSM guidelines (1) and no recent injuries.
Subject characteristics can be found in Table 1.
13
Body mass was taken by use of electronic scale and height (to the nearest 0.1
kg) by stadiometer. Waist and hip circumferences were measured by using a
spring-loaded flexible tape measure at the smallest portion of the torso between the
ribs and the iliac crest (waist) and the largest circumference around the gluteal
region. Percent body fat and predicted muscle mass were measured by using a
(Body Stat 1500) (at 50 kHz) Skeletal muscle mass was calculated using the formula:
((Height2 / Impendence 50 x 0.401) + ((Sex (M=1, F=2) x 3.825) + (Age – 0.071)) +
5.102 as previously described (31). Muscle mass measures via this technique
compare favorably to MRI-based measures for whole-body muscle mass (R2 = 0.86,
SEE = 9%)(31).
Wingate Anaerobic Test:
Wingate Anaerobic Test (WAnT) was performed using a Monark Cycle
Ergomedic Test Cycle with 7.5% of the subject’s body mass being added to the
carriage. Following a 5-minute warm-up, subjects pedaled on the unloaded cycle
ergometer until a pedal cadence of 110 RPM was achieved, upon which the loaded
basket was dropped. Subjects continued to pedal as fast as possible for 30 sec.
Peak, average, minimum power, power drop and work were recorded.
Strength Testing:
One Repetition Maximum Testing (1RM) was performed to assess muscular
strength of the squat, Romanian deadlift, row, and biceps curl. Subjects were
requested to perform submaximal warm up sets of 10, 6, and 3 repetitions using a
standard 45-lb barbell or smith machine. Subjects were then asked to perform a
near maximal 1 repetition effort for each lift. Weight lifted was increased by 5-10%
14
for subsequent sets until the weight could no longer be successfully lifted. The
highest load successfully lifted was recorded as the 1RM. For safety purposes,
spotters were provided during all 1RM testing.
Flywheel-based resistance exercise testing:
During the second visit and third visits, subjects performed a 5-minute
warm-up on a cycle ergometer. Subjects then performed a sub-maximal warm-up
set of each exercise on the FRT device to provide familiarization before the three
sets. Subjects then completed three sets of five maximal effort repetitions for the
following exercises: (row, RDL, biceps curl, and squat) using inertia loading of 0.050,
0.075, and 0.100 kgm2 (in random order). Each set consisted of 6 repetitions (1
submaximal warm up and 5 maximal concentric and eccentric contractions). For
the squat exercise, subject wore a belt around the waist that was attached to the
flywheel device with a tether. For the other three exercises a 0.60kg bar attachment
was connected to the tether on the flywheel device. To minimize error due to
flywheel tether length, all sets of a single exercise. The order of inertial loads was
chosen randomly by a member of the research team.
For the squat exercise subjects were asked to descend, flexing at the knees
until thighs were approximately parallel to the floor, then stand until fully erect. For
RDL, subjects were instructed to lower the bar to shin height, bending at the waist
with their back straight and knees slightly bent, then stand up until fully erect. For
the bicep curl, subjects were instructed to curl the bar to their chest while not
extending the back. For row, subjects were instructed to stand flexed at the hip with
back straight and parallel to the floor with knees slightly flexed. Subjects then
15
pulled the bar to their chest by retracting their scapula and flexing their elbows.
Subjects were given three minutes rest between each set of flywheel exercise.
Throughout testing, average, concentric and eccentric peak power were measured
through the Exxentric app connected to a mobile device (iPad). Average Power was
quantified as the mean power over the course of one entire repetition (consisting of
both concentric phase and eccentric phases). Peak concentric and eccentric power
was recorded as the highest power output obtained between both testing sessions.
Data are then averaged over a 40 msec window and transmitted via Bluetooth to an
iOS device (iPad 3 mini) as previously described (10). Due to the poor
reproducibility of FRT-based power measures, the highest observed measures for
average power peak concentric power, peak eccentric power between two sessions
was reported. This method of data collection allows for a greater data sampling at
high rotational speeds. The highest observed measures for average power, peak
concentric power, peak eccentric power was recorded. Average power was
determined over the course of a single repetition (both concentric and eccentric
phases).
Statistical Analyses
Descriptive statistics were compared by a T-test which to assess differences
between males and females. Average, peak concentric, and peak eccentric power
were compared through a two-way repeated measures ANOVA with α = 0.05 and
Holm-Sidak post-test when appropriate. Linear regression analysis was performed
to determine the relationship between muscle mass (independent variable) and
16
power output (dependent variable) for the four different lifts. All statistical
analyses were made via Graph Pad Prism 7.
17
RESULTS
Males displayed significantly higher body weight and muscle mass, but not
fat mass, than females. Males were also leaner, as indicated by significantly lower
body fat percentage (M: 18.3 ± 3.2 v. F: 28.3 ± 4.7%, p < 0.001) and greater skeletal
muscle percentage (M: 39.9 ± 2.6 v. F: 32.4 ± 3.3%, p < 0.001). There was no
significant difference between sexes for age (Table 1).
Squat
Males displayed higher absolute peak average power at all 3 inertial loads
compared to females during the flywheel squat (Figure 1a). Power values below are
listed in order of smallest to largest rotational inertia (0.050, 0.075, 0.100 kgm2).
Absolute average power values for males on the squat were approximately 150%
higher (545.61 ± 339.65, 505.37 ± 248.95, 499.40 ± 274.73W) than females (215.99
± 94.72, 211.43 ± 101.07, 188.76 ± 82.99W). However, there was no statistical
difference between males (15.45 ± 8.43, 14.52 ± 7.11, 14.33 ± 7.53W) and females
(10.28 ± 4.22, 10.09 ± 4.65, 9.00 ± 3.76W) for average power after normalizing to
whole-body skeletal muscle mass (Figure 1b). Absolute concentric peak power
showed similar trends with males showing approximately 70% greater power
(886.47 ± 234.33, 840.89 ± 154.94, 831.10 ± 182.22W) than females (515.39 ±
238.46, 512.17 ± 248.83, 471.52 ± 220.18 W) (Figure 1c). When normalized to
muscle mass, males concentric peak power (25.29 ± 5.43, 24.18 ± 4.46, 23.97 ±
5.38W) showed no difference with female’s concentric peak power (24.68 ± 11.32,
24.56 ± 11.81W, 22.62 ± 10.43W) (Figure1d). Lastly for squat, absolute eccentric
peak power for males (937.84 ± 296.01, 853.88 ± 200.01, 828.63 ± 228.50W) was
18
significantly greater, approximately 75% more than females (546.45 ± 243.13,
497.61 ± 215.19, 459.43 ± 199.47W) (Figure1e). When peak eccentric power was
normalized to muscle mass males (26.95 ± 8.14, 24.51 ± 5.36, 23.92 ± 6.78W) power
outputs were no different compared to females (26.33 ± 11.76, 23.68 ± 9.55, 21.99 ±
9.18W) (Figure 1f). Inertial load was not significantly related to average power or
peak concentric power squat power output (p>0.05).
Row
Males displayed higher average power at all 3 inertial loads compared to
female in both absolute and relative (Figure 2a-b) terms for the flywheel row.
Absolute average peak power values for male were 150% greater (503.57 ± 211.67,
451.14 ± 177.17, 442.05 ± 222.64W) than females (197.14 ± 75.71, 172.26 ± 67.91,
162.13 ±72.2W). The relative average peak power values for males was
approximately 34% greater (14.23 ± 4.99, 12.85 ± 4.42, 12.47 ± 5.18W) than
females (9.36 ± 2.95, 8.13 ± 2.56, 7.71 ± 3.01W). Males displayed higher absolute
concentric peak power at all 3 inertial loads, approximately 110%% greater (649.62
± 185.29, 566.60 ± 138.72, 537.32 ±156.75W) compared to females (318.35 ±
123.04, 250.77 ± 80.61, 256.33 ± 94.87W) (Figure 2c). When values were
normalized to muscle mass, a main effect for sex persisted (approximately 25%
higher power output for males), but post testing revealed no significant difference at
any one inertia loading (Figure 2d). Males displayed higher eccentric peak power at
all 3 inertial loads in absolute terms, approximately 100% greater (793.72 ± 268.88,
690.84 ± 213.09, 634.66 ± 189.14W) compared to females (420.42 ± 164.11, 323.00
± 116.60, 336.69 ± 145.25W) (Figure 2e). There were no statistical differences
19
between males (22.38 ± 6.35, 19.66 ± 5.38, 18.09 ± 4.97W) and females (20.10 ±
6.86, 15.46 ± 4.94, 16.17 ± 6.59W) in relative eccentric peak power after
normalizing data to whole-body skeletal muscle mass (Figure 2f). The inertial load
was significantly related to row power output for average, peak concentric and
eccentric power regardless of normalized or raw data (p < 0.05).
RDL
Males displayed higher average peak power at all 3 inertial loads compared
to females in both absolute and relative terms (Figure 3a-b). Males and females
average peak absolute power was approximately 170% higher than females (709.35
± 542.82, 670.78 ± 446.16, 566.03 ± 328.85W) (250.70 ± 81.71, 236.57 ± 84.352,
207.01 ± 71.368W) respectively. Males and females average peak relative power
was 65% higher in men compared to females (20.47 ± 12.00, 19.64 ± 9.74, 16.69 ±
6.90W) (12.05 ± 3.81, 11.29 ± 3.69, 9.92 ± 3.23W) respectively. Males at absolute
concentric peak power (835.79 ± 371.99, 779.25 ± 298.08, 678.81 ± 221.16W) was
approximately 95% greater than females (429.08 ± 143.85, 398.60 ± 142.68, 346.95
± 126.59W) (Figure 3c) were statistically different. Relative values for concentric
peak power for males (24.51 ± 6.29, 23.43 ± 5.00, 20.39 ± 3.18W) were not
statistically different from female’s relative values (20.67 ± 6.79, 19.11 ± 6.55, 16.67
± 5.90W) (Figure 3d). Absolute eccentric peak power for males (903.13 ± 457.75,
888.32 ± 355.36, 778.15 ± 346.69W) was statistically different than females (414.18
± 148.47, 412.21 ± 163.41, 368.42 ± 147.46W) (Figure 3e) and approximately 115%
greater. Relative eccentric peak power values for males (25.62 ± 8.89, 25.66 ± 6.99,
22.99 ± 6.51W) were not statistically different from females (19.91 ± 6.74, 19.74 ±
20
7.34, 17.66 ± 6.74W) (Figure 3f). Inertial load was significantly related to RDL
power output for average, peak concentric and eccentric power regardless of
normalized or raw data (p < 0.05).
Biceps Curls
Men displayed approximately 170% higher absolute average peak power
(282.20 ± 203.68, 264.25 ± 171.97, 224.07 ± 131.59W) at all 3 inertial loads
compared to females (96.48 ± 39.14, 85.75 ± 30.07, 81.62 ± 26.06W) (Figure 4a).
When values were normalized to muscle mass there was a main effect for sex but no
effect at any one inertia loading (Figure 4b). Relative values for average peak power
for males (7.77 ± 4.58, 7.33 ± 3.98, 6.28 ± 3.16W) and females (4.64 ± 1.81, 4.12 ±
1.38, 3.91 ± 1.12W). There was a significant main effect for males to display higher
peak concentric power (by approximately 55%), but no effect at any one inertia
loading (Figure 4c). Males and females’ absolute peak concentric values (297.77 ±
143.75, 300.89 ± 155.07, 253.56W) (201.17 ± 107.20, 177.49 ± 85.06, 167.29 ±
71.59W). Normalized to muscle mass there was no difference between males (8.24
± 2.96, 8.32 ± 3.37, 7.15 ± 2.17W) and females (9.67 ± 4.97, 8.59 ± 4.12, 8.07 ±
3.43W) (Figure 4d). For eccentric peak power at absolute and normalized values
there was no statistical significance between sexes (Figure 4e-f). Absolute peak
eccentric power for males (509.86 ± 319.24, 515.92 ± 296.75, 429.47 ± 243.25W)
and females (331.12 ± 179.40, 318.59 ± 151.14, 299.60 ± 124.34W). Relative peak
eccentric power for males (13.96 ± 7.23, 14.22 ± 6.79, 11.87 ± 5.66W) and females
(15.86 ± 8.25, 15.44 ± 7.35, 14.40 ± 5.69W). The inertial load was significantly
21
related to biceps curl power output for average, peak concentric and eccentric
power regardless of normalized or raw data (p < 0.05).
Skeletal muscle mass predicts peak power output during FRT
To further analyze if muscle mass is a predictor of power, linear regression
analysis was performed. Muscle mass explained 43% (squat), 66% (Row), 50%
(RDL) and 51% (Biceps Curl) of the variance in average power (Figure 5a-d).
Muscle mass explained 54% (squat), 77% (row), 68% (RDL), and 38% (Biceps Curl)
of the variance in concentric power. Muscle mass explained 50% (squat), 67%
(row), 70% (RDL), Biceps Curl (37%). All linear regressions were shown to have
significance (p < 0.05).
Wingate Anaerobic Test
For the WAnT, measures of peak power, average power, minimum power,
power drop and work were recorded and examined. Absolute values were recorded
as well as normalizing values to each subject’s muscle mass. (Table 2)
Results were compared by un-paired t-Test between males and females. Absolute
peak power was significantly higher (p < 0.001) in males, but thus was eliminated
when power output was normalized to muscle mass (p = 0.7). Absolute average
power was significantly higher in males and this effect persisted after normalizing
to skeletal muscle mass. Minimum power absolute values were significantly greater
for males (p < 0.001), but this effect was eliminated when power output was
normalized to muscle mass (p = 0.02). Power drop (% change from peak to
minimum power) in males was significantly higher (p < 0.05) but when normalized
to muscle mass showed no difference (p = 0.7). Absolute work values showed
22
significant difference between males and females (p < 0.001) but when normalized
no difference was shown (p = 3).
23
DISCUSSION
The major findings of the present study are: 1) differences between power
output between sexes can largely be explained by muscle mass 2) muscle mass is a
significant predictor of peak power output during FRT. Together these findings
suggest that muscle mass plays a vital role in power production during FRT. To the
best of our knowledge this was the first study to directly examine the role of muscle
mass in FRT power output among sexes.
Strength and power production are often highly correlated with increased
performance (42, 56, 57). Previous studies have examined absolute strength and
power between males and females usually finding males with significantly higher
strength and power (30, 48, 49). In these studies males usually have higher weight
and muscle mass than females (9, 24, 28, 30, 32). The current study showed similar
findings with males displaying much higher muscle mass and weight than females.
All absolute peak power output values in males were clearly higher than females.
This finding is in line with other studies that examined absolute peak power output
(47,48). Studies such as (28,32) did not consider FFM or MM to account for the
differences seen in power output between sexes. While not focused on power found
FFM and MM can usually account for differences in strength between sexes (9, 24,
30, 49). Maroto-Izquierdo (37) found significant differences between males and
females and mentioned that muscle mass should be taken into consideration. Based
on these findings the original hypothesis was made that muscle mass would
determine power output during FRT. The original hypothesis that absolute peak
values between males and females would be statistically different but when
24
normalized would show no difference largely held true for the different exercises
performed in the current study. While most of the lifts showed this, the squat
showed this trend across all three variables when normalized to whole body muscle
mass. For average, concentric and eccentric power this trend held true as seen in
(Figure 1 a-f).
The squat being the only exercise that followed the trend across all three
variables could be explained by it being the only exclusively lower body exercise
and by females being weaker in the upper extremities. Laubach (34) found that sex
differences in strength are much higher in the upper body, with women’s upper
body strength being 40% lower than males. All the other exercises in the current
study performed on the flywheel involved the upper extremities. The RDL being a
lower body lift still required subjects to hold on to the bar thus involving the upper
body. The squat was the only exclusively lower body compound movement exercise
included in the study. Laubach (34) also found that males and females lower body
strength is more closely related. The simple case could be made that males and
females usually have more similar amounts of lower body muscle mass than upper
body muscle mass. The inclusion of more exclusively lower body exercises could
have shown if this held true across other exercises.
The other three lifts were not as clear regarding absolute and relative power
outputs as the squat. On the row, only eccentric power showed similar trends
where absolute peak power values were different but when normalized there was
no difference. Row concentric power showed differences in absolute values, and in
relative there was a main effect for sex but no effect at any one inertia load. This
25
result shows that power output still shows a difference between sexes but not at any
given inertia load. For the RDL on both concentric power and eccentric power
absolute values were statistically different but when normalized there were no
differences. For the biceps curl none of the variables held up to the hypothesis and
results were unclear, with every variable showing a different result. The squat, row
and RDL largely hold up to the hypothesis where the biceps curl did not. The biceps
curl is the only true single joint isolation exercise included in the study. This
exercise is not usually trained for power or strength and used mostly for muscle
hypertrophy. This deduction is also supported by the bicep curl having the lowest
power output of all four exercises. All the other exercises performed in the study
are often loaded heavier and done in lower reps than the biceps curl during typical
RT. The subjects recruited for the study were not accustomed to performing one
repetition maximum or maximum effort bicep curls. This lack of familiarization
could have affected the results shown. The other three lifts seemed more familiar to
the subjects because they were more accustomed to performing these lifts with
heavier loads.
To further examine the effect of muscle mass on power output linear
regressions were performed. All regressions ran showed significance at (p < 0.05).
Average power showed moderate correlations (R2 =0.42-0.66). The strongest
correlation was seen on the row (R2 = 0.66). Concentric power showed moderate
correlations (R2 = 0.38-0.77). The strongest correlation being seen in the row (R2 =
0.77) and RDL (R2 = 0.68) while weakest was found in the bicep curl (R2 = 0.38).
Eccentric power showed moderate correlation (R2 = 0.37-0.70). The strongest
26
correlations being seen in row (R2 = 0.67) and RDL (R2 = 0.70) while weakest was
found in the bicep curl (R2 = .37). On both concentric and eccentric power, the row
and RDL showed the strongest correlation between power output and muscle mass.
A possible explanation is that subjects seemed more accustomed to performing
these two exercises.
On both concentric and eccentric power, the biceps curl showed the weakest
correlation between power output and muscle mass. Again, this goes with the
findings above and further shows that the biceps curl is not meant as a power
exercise. The biceps have the smallest muscle mass engaged compared to all the
other lifts in the study. Very rarely are individuals ever performing maximum effort
on a single joint lift that isolates such a small muscle area. This finding could also be
due to the fact that whole-body muscle mass was quantified rather than region-
specific muscle mass. Given the relatively small musculature of the elbow flexors
compared to whole-body muscle mass, our regression analysis likely
underestimates the relationship between muscle mass and power output during this
exercise.
Since power can be defined as the product of force and velocity, one might
predict that increased skeletal muscle mass, and associated increased capacity for
cross-bridge formation, would be associated with increased power production.
Interestingly, the association between muscle mass and power output in the present
study was widely dependent on both exercise and phase (concentric or eccentric).
This finding suggests that factors other than muscle mass, such as exercise
technique or physiological/neurological factors such as rate coding, motor unit
27
recruitment, synchronization of firing rate may contribute significantly to power
output. However, for Squat, Row, and RDL, muscle mass explained the majority of
the variance in power output, indicating this is likely the most significant
contributor to power production during FRT.
Highest power recordings across lifts most commonly occurred at 0.050
kg.m2. It is unknown whether this is the optimal inertia to use for optimizing power
for males or females. Martinez-Aranda et al. (35) showed that power output on the
knee extension was maximized at 0.0375 kg/m2 with power decreasing as higher
inertias were used. The current study showed similar trends with power decreasing
as inertia was increased (0.100 kg/m2). This trend is believed to have continued if
larger inertias were used, example: (0.200 kg.m2). It can be seen based on the two
current studies that power production is not going to be optimized at higher inertias
but instead lower inertias. This makes sense if compared to traditional RT, where
power production is maximized at resistances closer to 50% of 1RM (58). If lower
inertias were used in the current study it is believed that power values would have
gone up similarly to Maroto-Izquierdo’s paper. It is unknown whether a similar
maximum power output would be achieved at 0.0375 kg/m2 considering different
lifts were used rather than just knee extension. Going forward from this study
common exercises performed on the flywheel should be examined to see what
inertia loading maximizes power using a wide array of inertial loadings. Based on
the findings from this study it can be suggested that the optimal inertial load
necessary for peak power during FRT testing is likely task-specific but appears to be
< 0.100 kgm2.
28
The Wingate data (although not the primary focus of this study) showed
similar tendencies of absolute to relative values. The WAnT is currently the gold
standard when it comes to testing power output. Absolute peak power, minimum
power, power drop and absolute work values were statistically different but when
made relative no difference was seen. This finding is similar to those of Perez-
Gomez et al. (49) who showed similar power output per unit leg muscle mass
between sexes. The study concluded that gender differences seen in peak and mean
power output during the Wingate Anaerobic power test were mostly due to lower
body muscle mass. This finding seems to directly coincidence with the current
study findings regarding the Wingate.
In summary, this study examined differences in peak average, concentric, and
eccentric power for four different exercises during FRT with three different inertial
loads between male and females. Absolute values at average, concentric, and
eccentric power were all statistically different between sexes but when normalized
to muscle mass most of those differences disappeared. Linear regressions ran found
moderate correlations between muscle mass and peak power output. Muscle mass
differences between sexes appears to account for most of the variance seen in
power outputs during FRT.
Practical Applications:
Sex-dependent differences seen in power output during FRT and WAnT seem
to be largely due to muscle mass. Indeed, muscle mass may be used as a major
predictor of power output. Traditional RT has been shown to underload the
eccentric phase; with FRT offering a greater eccentric overload. This eccentric
29
overload could offer increased performance adaptations compared to RT alone.
Training specifically to increase hypertrophy may result in increased power output,
although this should be systematically explored. The optimal inertial load necessary
for peak power during FRT testing is likely task-specific, but appears to be < 0.100
kgm2.
30
Table 1. Subject Characteristics. Age, height, weight, and body composition (bioelectrical impedance analysis, BIA) were measured and muscle mass calculated as previously described (31). *p < 0.05 between sexes
Variable Men Women
(n=10) (n=10)
Age (yr) 23.8 ± 4.3 22.6 ± 2.3
Height (cm) 181.9 ± 7.9 165.6 ± 7.4*
Weight (kg) 88.6 ± 8.5 64.7 ± 9.1*
BMI (kg/m2) 26.8 ± 1.8 23.7 ± 3.2*
Waist (cm) 84.6 ± 5.2 71.6 ± 3.5*
Hip (cm) 101.8 ± 5.3 90.5 ± 7.7*
WHR 0.8 ± 0 0.8 ± 0.1
Muscle Mass (kg) 35.0 ± 5 20.8 ± 2.0*
31
Table 2 Wingate Anaerobic Test Performance. Subjects pedaled at maximum velocity for 30 s against a standardized load of 7.5% body mass on a Monarch bicycle. Power output was continuously recorded and normalized to skeletal muscle mass. * p < 0.05 between sexes.
Variable Men Women
(n=10) (n=10)
Peak Power (W) 954.7 ± 124.7 559.3 ± 185.0*
Relative Peak Power (W/kg) 27.5 ± 3.9 26.6 ± 6.8
Average Power (W) 686.1 ± 82.5 389.8 ± 98.6*
Relative Average Power (W/kg) 7.7 ± 0.5 6.0 ± 1.0*
Minimum Power (W) 397.9 ± 70.6 233.4 ± 51.1*
Relative Minimum Power (W/kg) 4.5 ± 0.7 3.6 ± 0.8
Power Drop (W) 556.7 ± 126.3 325.9 ± 163.7*
Relative Power Drop (W/kg) 16.0 ± 3.7 15.3 ± 6.4
Work (kj) 19.9 ± 2.4 11.2 ± 2.7*
Relative Work (kj/kg) 0.6 ± 0.1 0.5 ± 0.1
32
a. b.
d.
e.
c.
f.
Figure 1 a-f. Absolute, but not relative, power output during squat is higher in males than females. a. Absolute average power. b. Average peak power normalized to skeletal muscle mass. c. Absolute concentric peak power. d. Concentric peak power normalized to skeletal muscle mass. e. Absolute eccentric peak power. f. Eccentric peak power normalized to skeletal muscle mass. *p < 0.05 between sexes. Overall p-values indicate main effect of inertial load.
b.
* * *
33
Figure 2 a-f. Absolute and relative are higher in males except for eccentric peak power normalized to skeletal muscle mass. a. Absolute average power. b. Average peak power normalized to skeletal muscle mass. c. Absolute concentric peak power. d. Concentric peak power normalized to skeletal muscle mass. e. Absolute eccentric peak power. f. Eccentric peak power normalized to skeletal muscle mass. *p < 0.05 between sexes. Overall p-values indicate main effect of inertial load.
a.
d.
e. f.
c.
b.
34
Figure 3 a-f. Absolute, but not relative, power output during RDL is higher in males than females except for average power. a. Absolute average power. b. Average peak power normalized to skeletal muscle mass. c. Absolute concentric peak power. d. Concentric peak power normalized to skeletal muscle mass. e. Absolute eccentric peak power. f. Eccentric peak power normalized to skeletal muscle mass. *p < 0.05 between sexes. Overall p-values indicate main effect of inertial load.
a.
d.
e. f.
c.
b.
35
Figure 4 a-f. Main effect of inertia difference between males and females with average peak power normalized to skeletal muscle mass and peak concentric power a. Absolute average power. b. Average peak power normalized to skeletal muscle mass. c. Absolute concentric peak power. d. Concentric peak power normalized to skeletal muscle mass. e. Absolute eccentric peak power. f. Eccentric peak power normalized to skeletal muscle mass. *p < 0.05 between sexes. Overall p-values indicate main effect of inertial load.
a.
d.
e. f.
c.
b.
36
Figure 5 a-d. Muscle mass shows moderate correlation to average power output. a. Squat Average Power (y=24.201x-273.67; R2=0.4289, p<0.05), b. Row Average Power (y=21.811x-248.21; R2=0.6622, p<0.05) c. RDL Average Power (y=38.466x-575.93; R2=0.5022, p<0.05), d. Biceps Curl (y=15.017x-224.28; R2=0.4289, p<0.05).
b.
d.
a.
c.
37
Figure 6 a-d. Muscle mass shows moderate correlation to concentric peak power output. a. Squat Peak Concentric Power (y=27.153x-20.115; R2 = 0.5368, p<0.05), b. Row Peak Concentric Power (y=24.452x-194.49; R2=0.7661, p<0.05), c. RDL Peak Concentric Power (y=35.197x-326.72; R2=0.6778, p<0.05), d. Biceps Curl Peak Concentric Power (y=10.441x-26.196; R2=0.3831, p<0.05).
b.
d.
a.
c.
38
Figure 7 a-d. Muscle mass shows moderate correlation to eccentric peak power output. a. Squat Peak Eccentric Power (y=28.701x-21.258; R2=0.4962, p<0.05), b. Row Peak Eccentric Power (y=29.521x - 205.78; R2= 0.6706, p<0.05), c. RDL Peak Eccentric Power (y=43.648x -519.76; R2= 0.7035, p<0.05), d. Biceps Curl Peak Eccentric Power (y=20.413x-113.51; R2=0.3747, p<0.05).
b.
d.
a.
c.
39
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45
Vita
1. Huntington, West Virginia
2. University of Kentucky – Bachelors of Exercise Science
Ashland Community & Technical College – Associates of Science
3. Fitness Staff – University of Kentucky MoveWell
Graduate Assistant – University of Kentucky Kinesiology Department
Teachers Assistant – University of Kentucky Kinesiology Department
Peer Mentor – University of Kentucky Kinesiology Department
Research Assistant – University of Kentucky College of Human Health
Sciences
4. Hackensmith Award (Outstanding Graduate Student KHP 2016-2017)
Hackensmith Award (Outstanding Undergraduate Student KHP 2014-2015)
Awarded Bernard “Skeeter” Johnson Scholarship (2015)
5. Bollinger, L. Brantley, T. Kohl, T. Baker, P. Seay, R & Abel, M. (2017) Construct
Validity, Test-retest Reliability, and Repeatability of Performance Variables
using a Flywheel Resistance Training Device.
6. Paul Anthony Baker