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Received: 21 April 2020 / Accepted: 27 October 2020 / Published (online): 01 March 2021
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Effect of Mindfulness Training on Fatigue and Recovery in Elite Volleyball
Athletes: A Randomized Controlled Follow-Up Study
Danilo R. Coimbra 1
, Guilherme G. Bevilacqua 2
, Fabiano S. Pereira 2
and Alexandro Andrade 2

1
Life Sciences Institute, Federal University of Juiz de Fora; 2
Center of Health and Sports Sciences, Santa Catarina State
University, Brazil
Abstract
Volleyball is a team sport with high physical and perceptual-cog-
nitive demand, hence, increasing the perception of physical and
mental fatigue during a competition. To alleviate fatigue (physi-
cal and mental), mindfulness and music have been proposed. The
aim of this study was to analyze the effect of mindfulness-based
mental versus music training on mental fatigue, physical fatigue,
and recovery in elite competitive female volleyball athletes using
a randomized two-controlled study with follow-up. Participants
were 30 elite female Brazilian volleyball athletes. Athletes were
randomly assigned to the following groups: 1) mindfulness-based
mental training group (MBMT); 2) music-based training group
(MBT); or 3) control group (CG). Three variables were evaluated
as follows: 1) recovery based on total quality recovery; 2) mental
fatigue visual analog scale; and 3) physical fatigue visual analog
scale. Regarding recovery, there was no difference between the
MBMT, MBT, and CG groups (p > 0.05). A difference in mental
fatigue was noted between MBT and CG at follow-up [F(2,26) =
5.71, p = 0.009; large]. Regarding physical fatigue, there was no
difference between the MBMT, MBT, and CG groups (p > 0.05).
The mindfulness intervention effectively attenuated the mental
fatigue caused by competition in volleyball athletes. These results
will assist coaches and staff in providing fatigue management and
reinforce the applicability of mental training in sports.
Key words: Mental fatigue; mental training; team sports; sport
psychology.
Introduction
Volleyball is characterized by intermittent stimuli of short
duration and high intensity interspersed by short recovery
periods that occur successively during a training session or
a match. The sport requires capacity to repeatedly perform
efforts that require strength, power, and agility, induce in
high physical fatigue after training (Horta et al. 2017;
Mroczek et al., 2013; Timoteo et al., 2017). Volleyball also
need psychomotor and perceptual cognitive skills, such as
coordination, decision making, and reaction time, collec-
tive and individual tactical actions of the team, and emo-
tional control (Andrade et al., 2016; Mroczek et al., 2013).
Additionally, volleyball is open-skill sports with degree of
unpredictability, in which athletes have to react in contin-
uously changing situations and an externally-paced envi-
ronment, required higher cognitive demands in planning
and strategy, leading to increased mental fatigue (Krenn et
al., 2018).
Mental fatigue is a psychobiological state character-
ized by a combination of subjective, behavioral, and
physiological manifestations; feelings of fatigue and a lack
of energy are caused by prolonged periods of cognitive de-
mands (Van Cutsem et al., 2017). The framework proposed
suggest that team sports have different stimulus that impair
cognitive demand, like response inhibition, sustained vigi-
lance, increase perception of effort, impaired executive
function, decrease accuracy, attention, and action. These
mechanisms leave to a decrease technical and tactical per-
formance, decision-making skills, and match performance
(Smith et al., 2018). Additionally, the specifics of training,
successive games, trips, and level opponent level (Kelly
and Coutts, 2017) lead to a high physical and mental de-
mand in collective modalities during the competitive pe-
riod. High load and worse recovery during competition in
the season are found in volleyball players (Timoteo et al.,
2017), emphasizing the need to monitor mental and physi-
cal fatigue and recovery of athletes throughout the compet-
itive period.
Recent studies investigating elite competitive vol-
leyball have verified a high training load in the preparatory
and competitive periods during which the mental require-
ment also increases (Andrade et al., 2016; Timoteo et al.,
2017). Consequently, there is a greater need for strategies
that promote sufficient recovery of athletes (Poppendieck
et al., 2016). In this sense, relaxation techniques have been
recommended (Dupuy et al., 2018; Jithendra and Shahin,
2014), among which mindfulness has been gaining promi-
nence (MacDonald and Minahan, 2018; Palmi and Solé,
2016; Sappington and Longshore, 2015).
Mindfulness is a process of openly engaging with
one’s uncritically conscious awareness of the present expe-
rience in the present moment (Bühlmayer et al., 2017; Cre-
swell, 2017; MacDonald and Minahan, 2018). Mindful-
ness-based mental training (MBMT) involves the applica-
tion of techniques, strategies, and procedures, including at-
tention to one’s own bodily sensations, emotional reac-
tions, mental images, self-talk, and perceptual experiences
of external stimuli, such as sounds and tastes as they arise
(Bühlmayer et al., 2017; MacDonald and Minahan, 2018;
Sappington and Longshore, 2015). MBMT currently aims
to provide an individual with autonomy and self-regulation
in the management of attention through the learning of self-
applied or autogenic techniques(MacDonald and Minahan,
2018).
Studies that investigated the use of music for recov-
ery immediately after exercise. .
The results suggest that
listening to motivational music during non-structured re-
covery leads to reduced perception of effort and maybe
used by athletes to enhance recovery activity (Eliakim et
Research article
©Journal of Sports Science and Medicine (2021) 20, 1-8
http://www.jssm.org DOI: https://doi.org/10.52082/jssm.2021.1
Mindfulness to recovery volleyball athletes
2
al., 2012). In the same way Karageorghis et al., (2017),
found that slow and sedative music can increase the recov-
ery process immediately after strenuous exercise. How-
ever, they investigated acute effect in young active students
(men and women). In sport setting, Ghaderi et al. (2015)
observed a decreased response of lactate and cortisol dur-
ing a circuit of resistance exercise with handball players,
which might be one of underlying mechanisms of fatigue
reduction after training. However, no study investigated
the effect of music post training or competition in sport
context.
In a recent meta-analysis, Bühlmayer et al. (2017)
found a significant effect of mindfulness on physiological
performance compared to control and on performance in
precision sports. However, only a moderate effect was seen
on psychological performance, pointing to the need for
more studies investigating psychological aspects with
more samples and the application of more detailed and ho-
mogeneous protocols using MBMT. Goodman et al. (2014)
found a greater goal-directed energy and less perceived
stress following an intervention with mindfulness and yoga
with 13 NCAA division I athletic team. In the same way,
Scott-Hamilton et al. (2016) found in a randomized con-
trolled trial with 47 cyclists a positive effect on flow, and
pessimism with 15’ in class mindfulness practice plus 20’
home-guided meditation.
To date, no study has specifically investigated the
effect of MBMT on physical and mental fatigue and recov-
ery. In fact, interventions such as immersion in cold water,
active recovery, and compression garments have been the
main approaches to the recovery and restoration of physi-
cal fatigue induced by training (Dupuy et al. 2018). In con-
trast, psychological strategies and mental training tech-
niques are most commonly recommended for the recovery
of mental fatigue and emotional exhaustion induced by
training and competition (Kellmann et al., 2018).
Furthermore, studies with better methodological
quality evaluating the effects of MBMT on psychological
outcomes are recommended (Bühlmayer et al., 2017) as is
the need for follow-up studies to verify the lasting effect of
interventions of this nature. Although these results demon-
strate that MBMT and music training produce positive ef-
fects in athletes, little is known about the effects of this ap-
plication during a competitive period on the mental fatigue,
physical fatigue, and recovery of volleyball athletes. It is
important to understand how MBMT or music training can
help mitigate these outcomes in high performance sports
during a competitive period. Furthermore, to our
knowledge, no study to date has compared these two inter-
ventions during a competitive period or verified the endur-
ing effects for a follow-up period after the intervention.
Thus, the aim of the present study was to analyze
the effect of mindfulness-based mental training versus mu-
sic training on mental fatigue, physical fatigue, and recov-
ery in elite competitive female volleyball athletes using a
randomized two-group controlled study with follow-up. It
also aimed to analyze the relationship between these pa-
rameters after MBMT. Based on previous studies, we hy-
pothesized that MBMT and music training affect the atten-
uation of mental fatigue and physical fatigue and improve
the recovery of athletes during the competitive period.
Methods
Study design
This study was a three-arm randomized controlled blinded
trial with follow-up. Female athletes as members of a vol-
leyball team were randomized to the following groups: 1)
Group MBMT; 2) Group MBT; or 3) Control Group. This
study was registered with the Brazilian Registry of Clinical
Trials (RBR-32gwpm -REBEC).
Subjects and eligibility criteria
A team with three categories (U-16, U-14, and U-13) of
competitions during the season was selected. The inclusion
criteria were federated athletes with no injuries or health
problems that might interfered in study. Exclusion criteria
were absence from more than half of the training sessions
or interventions, injuries, or health problems.
The power of the sample size was calculated based
on the difference between the control and treatment groups
(MBMT or MBT) after the intervention based on the mean
effect size of d = 0.5 (Cohen, 1988) on a single-tailed test
with α = 0.05 and a 1-β error probability of 0.8 for the out-
come variable using G*Power (Faul et al., 2007).
This study was approved by the Research Ethics
Committee of the local university (opinion no.: 2,609,693).
The parents of athletes (all under 18 years of age) provided
written informed consent for their participation.
Randomization and allocation process: Figure 1
shows an overview of study flowchart and protocol ran-
domization procedure (parallel group design). After the
first contact with the team and screening for the inclusion
and exclusion criteria, the athletes were randomized and
assigned by team to groups and informed about the condi-
tions of the experiment. Measurements were assessed at
time 1 (baseline), time 2 (post-intervention and competi-
tion), and follow-up (approximately 2 weeks after the end
of the competition).
Protocol
Mindfulness-based mental training: The study methodol-
ogy was developed according to the protocol suggested by
Elliott et al., (2011) an audio containing the Body Scan
mindfulness technique (MacDonald and Minahan, 2018;
Scott-Hamilton et al., 2016). Body scan is a classical tech-
nique of meditation and consciousness is a central element
of mindfulness-based relaxation. The step-by-step se-
quence of the audio content containing the Body Scan tech-
nique is shown in Table 1.
Music-based training: The protocol involving mu-
sic training was developed with the intention of inducing
relaxation (Elliott et al., 2011). The athletes were instructed
to listen self-selected music that induced relaxation.
Intervention: For the present study, the protocols
were adapted to the team’s competitive period (2 weeks).
The intervention occurred in two moments: 1) After the
training session, in a comfortable environment near the
training area without important visual or sound stimuli; and
2) Before bedtime, when the athletes were instructed to fol-
low the protocol. The equipment used for the intervention
included a smartphone.
Coimbra et al. 3
Figure 1. Participant recruitment and flowchart of the study. MBMT: Brief Mindfulness-Based Training; MBT: Music-Based Training;
CG: Control Group.
Table 1. Audio transcription containing the Body Scan technique.
Time Orientations
00:00 – 00:21 Introduction
00:22 – 01:38 Directions for location, posture and sensations
01:39 – 02:36 Attention to the sensations in the feet and ankles
02:37 – 02:46 Attention the sensations of the shins and ankles
02:47 – 03:10 Attention to the sensations of the knees and thighs
03:11 – 03:19 Attention the sensations of the pelvis and hips
03:20 – 03:28 Pay attention to the sensations of the lower back and the abdomen.
03:29 – 03:39 Attention to the sensations of the thorax and Coasts
03:40 – 04:07 Attention the sensations of the shoulder
04:08 – 04:30 Attention the sensations of the left and right arm
04:31 – 04:47 Attention to the sensations of the neck, face and head
04:48 – 05:29 Pay attention to the sensations of the body as a whole, as they are. Without control.
05:30 – 05:43 Attention to the center of the body, in the abdomen, while breathing.
05:44 – 06:00 Watch for physical reactions on the spot. Feel it rise and fall.
06:01 – 06:12 Mindfulness of breathing reactions. During each inhalation and exhalation.
06:13 – 06:30 Attention to let the breath occur naturally. Without control.
06:31 – 06:59 Be careful if the mind wanders, record the wandering and return to the breath.
The delivered intervention was supervised by a re-
searcher and a member of the team’s staff. The intervention
before bed was self-applied. The randomization was per-
formed using a drawn paired by team category. A total of
14 sessions of MBMT or MBT were performed. The ses-
sions consisted of an audio of approximately 10 min and
was performed three times a week during training week
and in competition after game and before bedtime in com-
petitive. A frequency control worksheet was used to verify
the number of sessions each athlete was self-completed.
The equipment used for the intervention included a
smartphone and a headphone.
Control group: The control group included athletes
from the other category of the same team. Athletes per-
formed the same training routine (3–4 times per week for
2 hours each) with no competition on the calendar at the
time of collection. The follow-up duration was the same as
the groups receiving treatment.
Instruments
Before the start of the training session, all athletes an-
swered the question: “How do you feel about your recov-
ery?” The measurement was based on the Total Quality Re-
covery (Kenttä and Hassmén, 1998) scale (scores, which
Mindfulness to recovery volleyball athletes
4
range from 6 (no recovery at all) to 20 (maximal recovery).
Mental fatigue was evaluated through the mental fa-
tigue visual analog scale (Badin et al., 2016). The athletes
answered the following question before the training ses-
sion: “What is your level of mental fatigue at this time?”
The answer was provided as a score ranging from 0 (none
at all) to 10 (maximal).
Physical fatigue was evaluated through the physical
fatigue visual analog scale (Badin et al., 2016). The athletes
answered the following question before the training ses-
sion: “What is your level of physical fatigue at this time?”
The answer was provided as a score ranging from 0 (none
at all) to 10 (maximal). Figure 2 shows the graphic of pro-
tocol delivered design.
Statistical analysis
An exploratory analysis was performed to verify the distri-
bution of the data using the Shapiro-Wilk test, and values
are expressed as median and standard deviation and 95%
confidence interval. According to the normality of the data,
to verify the differences among groups and moments, two-
way analysis of variance (group × time) of repeated
measures was applied, followed by Holm-Sidak post-hoc
analysis. An α of 95% was used to define statistical signif-
icance.
To evaluate the magnitude of the significant differ-
ences among the moments and groups, the effect size
Hedges (g) x1 x2 DP pooled
⁄ was calculated. The
magnitudes of effect size were interpreted as follows: <0.2,
trivial; 0.2–0.6, small; 0.6–1.2, moderate; 1.2–2.0, large;
2.0–4.0, very large; and >4.0, perfect (Hopkins et al.,
2009). To represent the effect of the intervention, the delta
(Δ) of the analyzed variables was calculated [∆= (xpós -
xpré) )]. Finally, practical inference based on magnitudes
was calculated. The change was assessed qualitatively as
follows: <1%, almost certainly not; 1–5%, very unlikely;
5–25%, unlikely; 25–75%, possible; 75–95%, probable;
95–99%, very likely; and >99%, almost certainly yes. If the
negative and positive values presented results >10%, the
inference was considered inconclusive.
For the descriptive analyzes and inferential tests,
SPSS (IBM, USA) was used. The effect size magnitude
and practice-based magnitude calculations were performed
using Microsoft Excel worksheets (Microsoft®
Office,
USA) available on the Sportscience website
(http://www.sportsci.org/).
Figure 2. Graphic of protocol delivered design. MBMT: Brief Mindfulness-Based Training; MBT: Music-Based Training; CG: Control Group.
Results
Regarding Recovery, there was no interaction effect be-
tween MBMT, MBT, and CG groups (p > 0.05) and the
moments. Difference between post and baseline interven-
tion in in MBMT was moderate effect size (g = 0.72) with
∆ = - 1.1 ± 1.5 AU. The qualitative analysis of the data
showed that total quality recovery presented a very likely
increase from baseline (97/1/2). In MBT, the difference
between post and baseline intervention in was moderate ef-
fect size (g = 0.49) with ∆ = - 0.7 ± 2.6 AU. The qualitative
analysis of the data showed that total quality recovery pre-
sented inconclusive difference from baseline (70/11/19).
There was interaction (group x moment) in the men-
tal fatigue (Figure 3). In the comparison between the
groups, there was a difference between MBT and CG dur-
ing follow-up (F2,26 = 5.71, p = 0.009) with a large effect
size (g = 1.40). There was no significant difference in
mental fatigue between MBMT and MBT or CG. Addition-
ally, there was a significant difference between the baseline
and post period in MBT, with a Δ = 1.8 ± 2.2 A.U. The
qualitative analysis of the data showed that the mental
fatigue in the post moment presented a very likely increase
in relation to the pre moment (95/4/1).
Regarding the physical fatigue, there was no inter-
action effect between MBMT, MBT, and GC groups (p >
0.05) and the moments (Figure 4). Difference between post
and baseline intervention in in MBMT was trivial effect
Coimbra et al. 5
size (g = 0.05) with ∆ =0.1 ± 2.4 AU. The qualitative anal-
ysis of the data showed that total quality recovery was in-
conclusive (36/37/27). In MBT, the difference between
post and baseline intervention in was moderate effect size
(g = 0.04) with ∆ = -0.2 ± 1.6 AU. The qualitative analysis
of the data showed that total quality recovery presented
inconclusive difference from baseline (47/34/19).
Table 2 shows mean and SD of total quality recov-
ery, mental fatigue, and physical fatigue of MBMT, MBT,
and CG at baseline, post intervention, follow-up, and delta
Post-Baseline.
Figure 3. Effect of MBMT and MBT in Mental Fatigue of female volleyball athletes. Values in Mean ± SE; A.U.:
Arbitrary Units; EGMd: Experimental Group with MBMT; EGMu: Experimental Group with MBT; CG: Control Group * Difference
between EGMu and CG; # Difference between Pre and Follow-up in EGMu.
Figure 4. Effect of MBMT and MBT in Physical Fatigue of female volleyball athletes. Values in Mean; A.U.: Arbitrary
Units; EGMd: Experimental Group with MBMT; EGMu: Experimental Group with MBT; CG: Control Group * Difference between
EGMu and CG; #
Difference between Pre and Follow-up in EGMu.
Table 2. Mean and ±SD of total quality recovery, mental fatigue, and physical fatigue of MBMT, MBT, and
CG at baseline, post intervention, follow-up, and delta Pos-Baseline.
Total Quality Recovery Mental Fatigue Physical Fatigue
MBMT
Baseline 15.1±1.3 2.5±2.6 3.3±2.3
Post 14.0±1.7 3.4±1.8 3.4±1.0
Follow-up 14.0±1.7 3.4±1.8 3.4±1.9
∆ Pos-Baseline -1.1±1.5 0.9±3.3 0.1±2.4
MBT
Baseline 15.4±2.3 2.9±2.0 4.0±2.5
Post 14.5±1.3 4.8±2.4 3.9±2.7
Follow-up 15.0±1.8 5.7±2.0 3.9±2.4
∆ Pos-Baseline -0.7±2.6 1.8±2.2 -0.2±1.6
CG
Baseline 15.6±2.4 3.6±3.8 3.7±2.4
Post 15.2±2.0 2.4±2.7 3.1±2.5
Follow-up 15.2±2.0 2.4±2.7 3.1±2.5
∆ Pos-Baseline -0.3±2.8 -1.6±3.8 -0.6±1.9
MBMT: Mindfulness-based mental training; MBT: Music-based training; CG: Control Group.
Mindfulness to recovery volleyball athletes
6
Discussion
The objective of the present study was to analyze the effect
of mindfulness versus music training on recovery, mental
fatigue and physical fatigue in female volleyball athletes
using a randomized controlled follow-up study. The results
support the hypothesis that the mindfulness intervention
was effective at reducing mental fatigue caused by a vol-
leyball competition, but it had no effect on physical fatigue
or recovery. In contrast, the music intervention had in-
crease in on mental fatigue with moderate effect size, and
large effect size in comparation between CG in the follow-
up. No difference was observed in physical fatigue, or re-
covery in volleyball athletes. The main results of this study
are discussed below.
Mental training based on mindfulness reduce mental
fatigue caused by competition
The higher physical and cognitive demands during a train-
ing or match of volleyball (Horta et al. 2017; Krenn et al.,
2018; Mroczek et al., 2013) carry an increase in physical
and mental fatigue, as was a reduction in recovery during
the competitive period (Debien et al., 2018; Timoteo et al.,
2017). In this sense, non-invasive intervention that reduce
or mitigate are need. Mindfulness (Goodman et al., 2014)
and music to recovery (Karageorghis et al., 2017) seem
promising for this purpose. In the present study, the group
that received the MBMT seemed to attenuate the mental
fatigue caused by the competition. Similarly, Macdonald
and Minahan (2018)found that attenuation of the increased
salivary cortisol concentration associated with competition
in wheelchair basketball athletes after an 8-week interven-
tion with MBMT. Kachanathu et al., (2011) observed a re-
duction in cortisol concentrations immediately before the
competition with the use of a 4-week MBMT program in
shooters and concluded that MBMT can attenuate compe-
tition-related fatigue. However, our results did not identify
significant changes in physical fatigue and recovery in any
of the groups.
Palmi and Solé (2016) verified psychological ef-
fects of MBMT application in athletes. They found that the
variables most investigated and with important results of
mindfulness included anxiety (Thompson et al., 2011),
burnout (Jouper and Gustafsson, 2013), increased self-con-
fidence, and flow state (Sappington et al., 2015). This is the
first study that investigated the effect of mindfulness on fa-
tigue and recovery of female athletes during a volleyball
competition.
Despite the increased interest, interventions using
MBMT in sports remain scarce and with a low methodo-
logical quality with the absence of a control group, ran-
domization, and follow-up, especially considering that
only three were experimental and randomized trials (Palmi
and Solé, 2016). Thus, the strength of the present study is
its methodological quality.
Music training does not reduce mental fatigue caused
by competition
At the moment post there was an increase in mental fatigue
in the MBT with a moderate effect size; at follow-up, it
remained higher than that in the control group (large effect
size). It has been reported that music has pre-ergogenic and
motivational potential during sports performances
(Archana and Mukilan, 2016). However, recent studies in-
vestigated the effect of music on recovery and relaxation
(Karageorghis et al., 2017), found that relaxing music pro-
motes faster recovery after strenuous exercise. Similarly,
Eliakim et al. (2012) found a greater reduction in the per-
ception of effort after intense exercise. Alexandre et al.
(2012) applied songs with different rhythms to recover sev-
eral psychophysiological parameters in runners after com-
pleting three sessions of strenuous exercise. Ghaderi et al.
(2015) observed a decreased response of metabolic fatigue
during a circuit of resistance exercise with handball play-
ers. This evidence suggests that music is a technique with
an acute effect on fatigue or recovery soon after an activity,
whereas its long-term effects remain inconclusive (Eliakim
et al., 2012). Possibly because the time of collection, the
present study did not find a similar result in physical and
mental fatigue after a volleyball competition. Additionally,
the music was individualized and self-selected. The ath-
letes were given guidance to choose music that would in-
duce relaxation. However, we suggest that there was no ef-
fect of music training on the mental fatigue because they
were already adapted to the musical sequence and the au-
tomated rhythm and time. Future studies could investigate
effects of different musical sequences to minimize this
learning effect in athletes.
The practical difficulty of performing objective
measures of performance as well as the lack of viable spe-
cific tests emphasizes the need to develop individualized
and simple measures validated for the sporting context
(Saw et al., 2015), such as perceptive measures. In the pre-
sent study, only validated and recommended scales for
physical and mental fatigue (Smith et al., 2016) and recov-
ery (Kenttä and Hassmen, 1998) were used. In addition, the
entire experiment was conducted in a sports environment
without altering the routine and during the team’s main
competition, enhancing the ecological validity of the study
(Röthlin et al., 2016).
The fact that we found no difference in physical fa-
tigue and recovery can also be a positive result. This was
expected as an increase in physical and mental fatigue and
reduced recovery due to volleyball competition.
To our knowledge, this is the first study to compare
the effects of MBMT and MBT on mental and physical fa-
tigue and recovery in volleyball athletes during a period of
competition. However, it was limited by the use of self-
reported scales. Despite this, the scales used in the present
study have been used in research, recommended in training
contexts, and applied in longitudinal and experimental
studies (Saw et al., 2016). Performance measures were not
investigated. Since the team that performed the MBMT and
the team that performed the music training were in a com-
petitive period and the moment after was the end of the
main competition, performance measurements were unfea-
sible. Future studies should investigate the effect of mind-
fulness on athletes of other sports for a longer period during
a season as well as on other recovery outcomes, such as
sleep.
The mindfulness intervention effectively attenuated
the mental fatigue caused by competition in volleyball
Coimbra et al. 7
athletes, whereas the music training did not. These results
are important for assisting coaches and coaching staff with
fatigue management. The 10 min-routine using the body
scan technique encourages intervention with mindfulness
in sports for the recovery and attenuation of fatigue in ath-
letes. The results reinforce the applicability of mental train-
ing in the sports context, as well as the use of simple tools,
such as visual scales that can provide individualized and
immediate data about the training.
Conclusion
The results of the present study suggest that mental training
based on mindfulness was more effective at reduce compe-
tition-induced mental fatigue than that music training.
However, no effect of mindfulness or music effect was
seen on recovery or physical fatigue.
Acknowledgements
The authors have no conflict of interest to declare. The experiments com-
ply with the current laws of the country in which they were performed.
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The relationships between mindfulness, sport anxiety, pessimis-
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Mindfulness to recovery volleyball athletes
8
Smith, M.R., Coutts, A.J., Merlini, M., Deprez, D., Lenoir, M. and Mar-
cora, S.M. (2016) Mental fatigue impairs soccer-specific physi-
cal and technical performance. Medicine and Science in Sports
and Exercise 48(2), 267-276.
Smith, M.R., Thompson, C., Marcora, S.M., Skorski, S., Meyer, T. and
Coutts, A.J. (2018) Mental Fatigue and Soccer: Current
Knowledge and Future Directions. Sports Medicine 48(1), 1525-
1532.
Timoteo, T. F., Seixas, M. B., Almeida Falci, M. F., Debien, P. B.,
Miloski, B., Miranda, R. and Bara Filho, M. G. (2017) Impact of
Consecutive Games on Workload, State of Recovery and Well-
Being of Professional Volleyball Players. Journal of Exercise
Physiology Online 20(3), 130-140.
Thompson, R.W., Kaufman, K.A., De Petrillo, L.A, Glass, C.R. and Arn-
koff, D.B. (2011) One year follow-up of mindful sport perfor-
mance enhancement (MSPE) with archers, golfers, and run-
ners. Journal of Clinical Sport Psychology 5(2), 99-116.
Van Cutsem, J., Marcora, S., De Pauw, K, Bailey, S., Meeusen, R. and
Roelands, B. (2017) The effects of mental fatigue on physical
performance: a systematic review. Sports Medicine 47(8), 1569-
158.
Key points
 No effect of mindfulness and music on physical fa-
tigue of female volleyball athletes after a competi-
tion.
 Mindfulness reduce mental fatigue of female volley-
ball athletes competition-induced.
 Music does not reduce mental fatigue of female vol-
leyball athletes competition-induced.
AUTHOR BIOGRAPHY
Danilo R. COIMBRA
Employment
Life Sciences Institute, Federal University of Juiz de Fora
Degree
PhD
Research interest
Sport Science, Sport Psychology; Health and Performance in
Sport
E-mail: daniloreiscoimbra@yahoo.com.br
Guilherme G. BEVILACQUA
Employment
Center of Health and Sports Sciences, Santa Catarina State
University; Volley-ball coach
Degree
MSc
Research interest
Sport Science, Sport Psychology; Health and Performance in
Sport
E-mail: guibevi_1@hotmail.com
Fabiano S. PEREIRA
Employment
Center of Health and Sports Sciences, Santa Catarina State
University; Volley-ball coach
Degree
PhD
Research interest
Sport Science, Sport Psychology; Health and Performance in
Sport
E-mail: fabianovbfloripa@gmail.com
Alexandro ANDRADE
Employment
Full Professor at the Santa Catarina State University (Center
of Health and Sports Sciences)
Degree
PhD
Research interest
Sport Science, Sport Psychology; Health and Performance in
Sport
E-mail: alexandro.andrade.phd@gmail.com
 Alexandro Andrade, PhD 
Professor of Santa Catarina State University, Address: Pascoal
Simone, 358, CEP 88080-350, Coqueiros, Florianópolis, Santa
Catarina, Brazil 

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Effect of mindfulness training on fatigue and recovery in elite volleyball

  • 1. Received: 21 April 2020 / Accepted: 27 October 2020 / Published (online): 01 March 2021 ` Effect of Mindfulness Training on Fatigue and Recovery in Elite Volleyball Athletes: A Randomized Controlled Follow-Up Study Danilo R. Coimbra 1 , Guilherme G. Bevilacqua 2 , Fabiano S. Pereira 2 and Alexandro Andrade 2  1 Life Sciences Institute, Federal University of Juiz de Fora; 2 Center of Health and Sports Sciences, Santa Catarina State University, Brazil Abstract Volleyball is a team sport with high physical and perceptual-cog- nitive demand, hence, increasing the perception of physical and mental fatigue during a competition. To alleviate fatigue (physi- cal and mental), mindfulness and music have been proposed. The aim of this study was to analyze the effect of mindfulness-based mental versus music training on mental fatigue, physical fatigue, and recovery in elite competitive female volleyball athletes using a randomized two-controlled study with follow-up. Participants were 30 elite female Brazilian volleyball athletes. Athletes were randomly assigned to the following groups: 1) mindfulness-based mental training group (MBMT); 2) music-based training group (MBT); or 3) control group (CG). Three variables were evaluated as follows: 1) recovery based on total quality recovery; 2) mental fatigue visual analog scale; and 3) physical fatigue visual analog scale. Regarding recovery, there was no difference between the MBMT, MBT, and CG groups (p > 0.05). A difference in mental fatigue was noted between MBT and CG at follow-up [F(2,26) = 5.71, p = 0.009; large]. Regarding physical fatigue, there was no difference between the MBMT, MBT, and CG groups (p > 0.05). The mindfulness intervention effectively attenuated the mental fatigue caused by competition in volleyball athletes. These results will assist coaches and staff in providing fatigue management and reinforce the applicability of mental training in sports. Key words: Mental fatigue; mental training; team sports; sport psychology. Introduction Volleyball is characterized by intermittent stimuli of short duration and high intensity interspersed by short recovery periods that occur successively during a training session or a match. The sport requires capacity to repeatedly perform efforts that require strength, power, and agility, induce in high physical fatigue after training (Horta et al. 2017; Mroczek et al., 2013; Timoteo et al., 2017). Volleyball also need psychomotor and perceptual cognitive skills, such as coordination, decision making, and reaction time, collec- tive and individual tactical actions of the team, and emo- tional control (Andrade et al., 2016; Mroczek et al., 2013). Additionally, volleyball is open-skill sports with degree of unpredictability, in which athletes have to react in contin- uously changing situations and an externally-paced envi- ronment, required higher cognitive demands in planning and strategy, leading to increased mental fatigue (Krenn et al., 2018). Mental fatigue is a psychobiological state character- ized by a combination of subjective, behavioral, and physiological manifestations; feelings of fatigue and a lack of energy are caused by prolonged periods of cognitive de- mands (Van Cutsem et al., 2017). The framework proposed suggest that team sports have different stimulus that impair cognitive demand, like response inhibition, sustained vigi- lance, increase perception of effort, impaired executive function, decrease accuracy, attention, and action. These mechanisms leave to a decrease technical and tactical per- formance, decision-making skills, and match performance (Smith et al., 2018). Additionally, the specifics of training, successive games, trips, and level opponent level (Kelly and Coutts, 2017) lead to a high physical and mental de- mand in collective modalities during the competitive pe- riod. High load and worse recovery during competition in the season are found in volleyball players (Timoteo et al., 2017), emphasizing the need to monitor mental and physi- cal fatigue and recovery of athletes throughout the compet- itive period. Recent studies investigating elite competitive vol- leyball have verified a high training load in the preparatory and competitive periods during which the mental require- ment also increases (Andrade et al., 2016; Timoteo et al., 2017). Consequently, there is a greater need for strategies that promote sufficient recovery of athletes (Poppendieck et al., 2016). In this sense, relaxation techniques have been recommended (Dupuy et al., 2018; Jithendra and Shahin, 2014), among which mindfulness has been gaining promi- nence (MacDonald and Minahan, 2018; Palmi and Solé, 2016; Sappington and Longshore, 2015). Mindfulness is a process of openly engaging with one’s uncritically conscious awareness of the present expe- rience in the present moment (Bühlmayer et al., 2017; Cre- swell, 2017; MacDonald and Minahan, 2018). Mindful- ness-based mental training (MBMT) involves the applica- tion of techniques, strategies, and procedures, including at- tention to one’s own bodily sensations, emotional reac- tions, mental images, self-talk, and perceptual experiences of external stimuli, such as sounds and tastes as they arise (Bühlmayer et al., 2017; MacDonald and Minahan, 2018; Sappington and Longshore, 2015). MBMT currently aims to provide an individual with autonomy and self-regulation in the management of attention through the learning of self- applied or autogenic techniques(MacDonald and Minahan, 2018). Studies that investigated the use of music for recov- ery immediately after exercise. . The results suggest that listening to motivational music during non-structured re- covery leads to reduced perception of effort and maybe used by athletes to enhance recovery activity (Eliakim et Research article ©Journal of Sports Science and Medicine (2021) 20, 1-8 http://www.jssm.org DOI: https://doi.org/10.52082/jssm.2021.1
  • 2. Mindfulness to recovery volleyball athletes 2 al., 2012). In the same way Karageorghis et al., (2017), found that slow and sedative music can increase the recov- ery process immediately after strenuous exercise. How- ever, they investigated acute effect in young active students (men and women). In sport setting, Ghaderi et al. (2015) observed a decreased response of lactate and cortisol dur- ing a circuit of resistance exercise with handball players, which might be one of underlying mechanisms of fatigue reduction after training. However, no study investigated the effect of music post training or competition in sport context. In a recent meta-analysis, Bühlmayer et al. (2017) found a significant effect of mindfulness on physiological performance compared to control and on performance in precision sports. However, only a moderate effect was seen on psychological performance, pointing to the need for more studies investigating psychological aspects with more samples and the application of more detailed and ho- mogeneous protocols using MBMT. Goodman et al. (2014) found a greater goal-directed energy and less perceived stress following an intervention with mindfulness and yoga with 13 NCAA division I athletic team. In the same way, Scott-Hamilton et al. (2016) found in a randomized con- trolled trial with 47 cyclists a positive effect on flow, and pessimism with 15’ in class mindfulness practice plus 20’ home-guided meditation. To date, no study has specifically investigated the effect of MBMT on physical and mental fatigue and recov- ery. In fact, interventions such as immersion in cold water, active recovery, and compression garments have been the main approaches to the recovery and restoration of physi- cal fatigue induced by training (Dupuy et al. 2018). In con- trast, psychological strategies and mental training tech- niques are most commonly recommended for the recovery of mental fatigue and emotional exhaustion induced by training and competition (Kellmann et al., 2018). Furthermore, studies with better methodological quality evaluating the effects of MBMT on psychological outcomes are recommended (Bühlmayer et al., 2017) as is the need for follow-up studies to verify the lasting effect of interventions of this nature. Although these results demon- strate that MBMT and music training produce positive ef- fects in athletes, little is known about the effects of this ap- plication during a competitive period on the mental fatigue, physical fatigue, and recovery of volleyball athletes. It is important to understand how MBMT or music training can help mitigate these outcomes in high performance sports during a competitive period. Furthermore, to our knowledge, no study to date has compared these two inter- ventions during a competitive period or verified the endur- ing effects for a follow-up period after the intervention. Thus, the aim of the present study was to analyze the effect of mindfulness-based mental training versus mu- sic training on mental fatigue, physical fatigue, and recov- ery in elite competitive female volleyball athletes using a randomized two-group controlled study with follow-up. It also aimed to analyze the relationship between these pa- rameters after MBMT. Based on previous studies, we hy- pothesized that MBMT and music training affect the atten- uation of mental fatigue and physical fatigue and improve the recovery of athletes during the competitive period. Methods Study design This study was a three-arm randomized controlled blinded trial with follow-up. Female athletes as members of a vol- leyball team were randomized to the following groups: 1) Group MBMT; 2) Group MBT; or 3) Control Group. This study was registered with the Brazilian Registry of Clinical Trials (RBR-32gwpm -REBEC). Subjects and eligibility criteria A team with three categories (U-16, U-14, and U-13) of competitions during the season was selected. The inclusion criteria were federated athletes with no injuries or health problems that might interfered in study. Exclusion criteria were absence from more than half of the training sessions or interventions, injuries, or health problems. The power of the sample size was calculated based on the difference between the control and treatment groups (MBMT or MBT) after the intervention based on the mean effect size of d = 0.5 (Cohen, 1988) on a single-tailed test with α = 0.05 and a 1-β error probability of 0.8 for the out- come variable using G*Power (Faul et al., 2007). This study was approved by the Research Ethics Committee of the local university (opinion no.: 2,609,693). The parents of athletes (all under 18 years of age) provided written informed consent for their participation. Randomization and allocation process: Figure 1 shows an overview of study flowchart and protocol ran- domization procedure (parallel group design). After the first contact with the team and screening for the inclusion and exclusion criteria, the athletes were randomized and assigned by team to groups and informed about the condi- tions of the experiment. Measurements were assessed at time 1 (baseline), time 2 (post-intervention and competi- tion), and follow-up (approximately 2 weeks after the end of the competition). Protocol Mindfulness-based mental training: The study methodol- ogy was developed according to the protocol suggested by Elliott et al., (2011) an audio containing the Body Scan mindfulness technique (MacDonald and Minahan, 2018; Scott-Hamilton et al., 2016). Body scan is a classical tech- nique of meditation and consciousness is a central element of mindfulness-based relaxation. The step-by-step se- quence of the audio content containing the Body Scan tech- nique is shown in Table 1. Music-based training: The protocol involving mu- sic training was developed with the intention of inducing relaxation (Elliott et al., 2011). The athletes were instructed to listen self-selected music that induced relaxation. Intervention: For the present study, the protocols were adapted to the team’s competitive period (2 weeks). The intervention occurred in two moments: 1) After the training session, in a comfortable environment near the training area without important visual or sound stimuli; and 2) Before bedtime, when the athletes were instructed to fol- low the protocol. The equipment used for the intervention included a smartphone.
  • 3. Coimbra et al. 3 Figure 1. Participant recruitment and flowchart of the study. MBMT: Brief Mindfulness-Based Training; MBT: Music-Based Training; CG: Control Group. Table 1. Audio transcription containing the Body Scan technique. Time Orientations 00:00 – 00:21 Introduction 00:22 – 01:38 Directions for location, posture and sensations 01:39 – 02:36 Attention to the sensations in the feet and ankles 02:37 – 02:46 Attention the sensations of the shins and ankles 02:47 – 03:10 Attention to the sensations of the knees and thighs 03:11 – 03:19 Attention the sensations of the pelvis and hips 03:20 – 03:28 Pay attention to the sensations of the lower back and the abdomen. 03:29 – 03:39 Attention to the sensations of the thorax and Coasts 03:40 – 04:07 Attention the sensations of the shoulder 04:08 – 04:30 Attention the sensations of the left and right arm 04:31 – 04:47 Attention to the sensations of the neck, face and head 04:48 – 05:29 Pay attention to the sensations of the body as a whole, as they are. Without control. 05:30 – 05:43 Attention to the center of the body, in the abdomen, while breathing. 05:44 – 06:00 Watch for physical reactions on the spot. Feel it rise and fall. 06:01 – 06:12 Mindfulness of breathing reactions. During each inhalation and exhalation. 06:13 – 06:30 Attention to let the breath occur naturally. Without control. 06:31 – 06:59 Be careful if the mind wanders, record the wandering and return to the breath. The delivered intervention was supervised by a re- searcher and a member of the team’s staff. The intervention before bed was self-applied. The randomization was per- formed using a drawn paired by team category. A total of 14 sessions of MBMT or MBT were performed. The ses- sions consisted of an audio of approximately 10 min and was performed three times a week during training week and in competition after game and before bedtime in com- petitive. A frequency control worksheet was used to verify the number of sessions each athlete was self-completed. The equipment used for the intervention included a smartphone and a headphone. Control group: The control group included athletes from the other category of the same team. Athletes per- formed the same training routine (3–4 times per week for 2 hours each) with no competition on the calendar at the time of collection. The follow-up duration was the same as the groups receiving treatment. Instruments Before the start of the training session, all athletes an- swered the question: “How do you feel about your recov- ery?” The measurement was based on the Total Quality Re- covery (Kenttä and Hassmén, 1998) scale (scores, which
  • 4. Mindfulness to recovery volleyball athletes 4 range from 6 (no recovery at all) to 20 (maximal recovery). Mental fatigue was evaluated through the mental fa- tigue visual analog scale (Badin et al., 2016). The athletes answered the following question before the training ses- sion: “What is your level of mental fatigue at this time?” The answer was provided as a score ranging from 0 (none at all) to 10 (maximal). Physical fatigue was evaluated through the physical fatigue visual analog scale (Badin et al., 2016). The athletes answered the following question before the training ses- sion: “What is your level of physical fatigue at this time?” The answer was provided as a score ranging from 0 (none at all) to 10 (maximal). Figure 2 shows the graphic of pro- tocol delivered design. Statistical analysis An exploratory analysis was performed to verify the distri- bution of the data using the Shapiro-Wilk test, and values are expressed as median and standard deviation and 95% confidence interval. According to the normality of the data, to verify the differences among groups and moments, two- way analysis of variance (group × time) of repeated measures was applied, followed by Holm-Sidak post-hoc analysis. An α of 95% was used to define statistical signif- icance. To evaluate the magnitude of the significant differ- ences among the moments and groups, the effect size Hedges (g) x1 x2 DP pooled ⁄ was calculated. The magnitudes of effect size were interpreted as follows: <0.2, trivial; 0.2–0.6, small; 0.6–1.2, moderate; 1.2–2.0, large; 2.0–4.0, very large; and >4.0, perfect (Hopkins et al., 2009). To represent the effect of the intervention, the delta (Δ) of the analyzed variables was calculated [∆= (xpós - xpré) )]. Finally, practical inference based on magnitudes was calculated. The change was assessed qualitatively as follows: <1%, almost certainly not; 1–5%, very unlikely; 5–25%, unlikely; 25–75%, possible; 75–95%, probable; 95–99%, very likely; and >99%, almost certainly yes. If the negative and positive values presented results >10%, the inference was considered inconclusive. For the descriptive analyzes and inferential tests, SPSS (IBM, USA) was used. The effect size magnitude and practice-based magnitude calculations were performed using Microsoft Excel worksheets (Microsoft® Office, USA) available on the Sportscience website (http://www.sportsci.org/). Figure 2. Graphic of protocol delivered design. MBMT: Brief Mindfulness-Based Training; MBT: Music-Based Training; CG: Control Group. Results Regarding Recovery, there was no interaction effect be- tween MBMT, MBT, and CG groups (p > 0.05) and the moments. Difference between post and baseline interven- tion in in MBMT was moderate effect size (g = 0.72) with ∆ = - 1.1 ± 1.5 AU. The qualitative analysis of the data showed that total quality recovery presented a very likely increase from baseline (97/1/2). In MBT, the difference between post and baseline intervention in was moderate ef- fect size (g = 0.49) with ∆ = - 0.7 ± 2.6 AU. The qualitative analysis of the data showed that total quality recovery pre- sented inconclusive difference from baseline (70/11/19). There was interaction (group x moment) in the men- tal fatigue (Figure 3). In the comparison between the groups, there was a difference between MBT and CG dur- ing follow-up (F2,26 = 5.71, p = 0.009) with a large effect size (g = 1.40). There was no significant difference in mental fatigue between MBMT and MBT or CG. Addition- ally, there was a significant difference between the baseline and post period in MBT, with a Δ = 1.8 ± 2.2 A.U. The qualitative analysis of the data showed that the mental fatigue in the post moment presented a very likely increase in relation to the pre moment (95/4/1). Regarding the physical fatigue, there was no inter- action effect between MBMT, MBT, and GC groups (p > 0.05) and the moments (Figure 4). Difference between post and baseline intervention in in MBMT was trivial effect
  • 5. Coimbra et al. 5 size (g = 0.05) with ∆ =0.1 ± 2.4 AU. The qualitative anal- ysis of the data showed that total quality recovery was in- conclusive (36/37/27). In MBT, the difference between post and baseline intervention in was moderate effect size (g = 0.04) with ∆ = -0.2 ± 1.6 AU. The qualitative analysis of the data showed that total quality recovery presented inconclusive difference from baseline (47/34/19). Table 2 shows mean and SD of total quality recov- ery, mental fatigue, and physical fatigue of MBMT, MBT, and CG at baseline, post intervention, follow-up, and delta Post-Baseline. Figure 3. Effect of MBMT and MBT in Mental Fatigue of female volleyball athletes. Values in Mean ± SE; A.U.: Arbitrary Units; EGMd: Experimental Group with MBMT; EGMu: Experimental Group with MBT; CG: Control Group * Difference between EGMu and CG; # Difference between Pre and Follow-up in EGMu. Figure 4. Effect of MBMT and MBT in Physical Fatigue of female volleyball athletes. Values in Mean; A.U.: Arbitrary Units; EGMd: Experimental Group with MBMT; EGMu: Experimental Group with MBT; CG: Control Group * Difference between EGMu and CG; # Difference between Pre and Follow-up in EGMu. Table 2. Mean and ±SD of total quality recovery, mental fatigue, and physical fatigue of MBMT, MBT, and CG at baseline, post intervention, follow-up, and delta Pos-Baseline. Total Quality Recovery Mental Fatigue Physical Fatigue MBMT Baseline 15.1±1.3 2.5±2.6 3.3±2.3 Post 14.0±1.7 3.4±1.8 3.4±1.0 Follow-up 14.0±1.7 3.4±1.8 3.4±1.9 ∆ Pos-Baseline -1.1±1.5 0.9±3.3 0.1±2.4 MBT Baseline 15.4±2.3 2.9±2.0 4.0±2.5 Post 14.5±1.3 4.8±2.4 3.9±2.7 Follow-up 15.0±1.8 5.7±2.0 3.9±2.4 ∆ Pos-Baseline -0.7±2.6 1.8±2.2 -0.2±1.6 CG Baseline 15.6±2.4 3.6±3.8 3.7±2.4 Post 15.2±2.0 2.4±2.7 3.1±2.5 Follow-up 15.2±2.0 2.4±2.7 3.1±2.5 ∆ Pos-Baseline -0.3±2.8 -1.6±3.8 -0.6±1.9 MBMT: Mindfulness-based mental training; MBT: Music-based training; CG: Control Group.
  • 6. Mindfulness to recovery volleyball athletes 6 Discussion The objective of the present study was to analyze the effect of mindfulness versus music training on recovery, mental fatigue and physical fatigue in female volleyball athletes using a randomized controlled follow-up study. The results support the hypothesis that the mindfulness intervention was effective at reducing mental fatigue caused by a vol- leyball competition, but it had no effect on physical fatigue or recovery. In contrast, the music intervention had in- crease in on mental fatigue with moderate effect size, and large effect size in comparation between CG in the follow- up. No difference was observed in physical fatigue, or re- covery in volleyball athletes. The main results of this study are discussed below. Mental training based on mindfulness reduce mental fatigue caused by competition The higher physical and cognitive demands during a train- ing or match of volleyball (Horta et al. 2017; Krenn et al., 2018; Mroczek et al., 2013) carry an increase in physical and mental fatigue, as was a reduction in recovery during the competitive period (Debien et al., 2018; Timoteo et al., 2017). In this sense, non-invasive intervention that reduce or mitigate are need. Mindfulness (Goodman et al., 2014) and music to recovery (Karageorghis et al., 2017) seem promising for this purpose. In the present study, the group that received the MBMT seemed to attenuate the mental fatigue caused by the competition. Similarly, Macdonald and Minahan (2018)found that attenuation of the increased salivary cortisol concentration associated with competition in wheelchair basketball athletes after an 8-week interven- tion with MBMT. Kachanathu et al., (2011) observed a re- duction in cortisol concentrations immediately before the competition with the use of a 4-week MBMT program in shooters and concluded that MBMT can attenuate compe- tition-related fatigue. However, our results did not identify significant changes in physical fatigue and recovery in any of the groups. Palmi and Solé (2016) verified psychological ef- fects of MBMT application in athletes. They found that the variables most investigated and with important results of mindfulness included anxiety (Thompson et al., 2011), burnout (Jouper and Gustafsson, 2013), increased self-con- fidence, and flow state (Sappington et al., 2015). This is the first study that investigated the effect of mindfulness on fa- tigue and recovery of female athletes during a volleyball competition. Despite the increased interest, interventions using MBMT in sports remain scarce and with a low methodo- logical quality with the absence of a control group, ran- domization, and follow-up, especially considering that only three were experimental and randomized trials (Palmi and Solé, 2016). Thus, the strength of the present study is its methodological quality. Music training does not reduce mental fatigue caused by competition At the moment post there was an increase in mental fatigue in the MBT with a moderate effect size; at follow-up, it remained higher than that in the control group (large effect size). It has been reported that music has pre-ergogenic and motivational potential during sports performances (Archana and Mukilan, 2016). However, recent studies in- vestigated the effect of music on recovery and relaxation (Karageorghis et al., 2017), found that relaxing music pro- motes faster recovery after strenuous exercise. Similarly, Eliakim et al. (2012) found a greater reduction in the per- ception of effort after intense exercise. Alexandre et al. (2012) applied songs with different rhythms to recover sev- eral psychophysiological parameters in runners after com- pleting three sessions of strenuous exercise. Ghaderi et al. (2015) observed a decreased response of metabolic fatigue during a circuit of resistance exercise with handball play- ers. This evidence suggests that music is a technique with an acute effect on fatigue or recovery soon after an activity, whereas its long-term effects remain inconclusive (Eliakim et al., 2012). Possibly because the time of collection, the present study did not find a similar result in physical and mental fatigue after a volleyball competition. Additionally, the music was individualized and self-selected. The ath- letes were given guidance to choose music that would in- duce relaxation. However, we suggest that there was no ef- fect of music training on the mental fatigue because they were already adapted to the musical sequence and the au- tomated rhythm and time. Future studies could investigate effects of different musical sequences to minimize this learning effect in athletes. The practical difficulty of performing objective measures of performance as well as the lack of viable spe- cific tests emphasizes the need to develop individualized and simple measures validated for the sporting context (Saw et al., 2015), such as perceptive measures. In the pre- sent study, only validated and recommended scales for physical and mental fatigue (Smith et al., 2016) and recov- ery (Kenttä and Hassmen, 1998) were used. In addition, the entire experiment was conducted in a sports environment without altering the routine and during the team’s main competition, enhancing the ecological validity of the study (Röthlin et al., 2016). The fact that we found no difference in physical fa- tigue and recovery can also be a positive result. This was expected as an increase in physical and mental fatigue and reduced recovery due to volleyball competition. To our knowledge, this is the first study to compare the effects of MBMT and MBT on mental and physical fa- tigue and recovery in volleyball athletes during a period of competition. However, it was limited by the use of self- reported scales. Despite this, the scales used in the present study have been used in research, recommended in training contexts, and applied in longitudinal and experimental studies (Saw et al., 2016). Performance measures were not investigated. Since the team that performed the MBMT and the team that performed the music training were in a com- petitive period and the moment after was the end of the main competition, performance measurements were unfea- sible. Future studies should investigate the effect of mind- fulness on athletes of other sports for a longer period during a season as well as on other recovery outcomes, such as sleep. The mindfulness intervention effectively attenuated the mental fatigue caused by competition in volleyball
  • 7. Coimbra et al. 7 athletes, whereas the music training did not. These results are important for assisting coaches and coaching staff with fatigue management. The 10 min-routine using the body scan technique encourages intervention with mindfulness in sports for the recovery and attenuation of fatigue in ath- letes. The results reinforce the applicability of mental train- ing in the sports context, as well as the use of simple tools, such as visual scales that can provide individualized and immediate data about the training. Conclusion The results of the present study suggest that mental training based on mindfulness was more effective at reduce compe- tition-induced mental fatigue than that music training. However, no effect of mindfulness or music effect was seen on recovery or physical fatigue. Acknowledgements The authors have no conflict of interest to declare. The experiments com- ply with the current laws of the country in which they were performed. 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  • 8. Mindfulness to recovery volleyball athletes 8 Smith, M.R., Coutts, A.J., Merlini, M., Deprez, D., Lenoir, M. and Mar- cora, S.M. (2016) Mental fatigue impairs soccer-specific physi- cal and technical performance. Medicine and Science in Sports and Exercise 48(2), 267-276. Smith, M.R., Thompson, C., Marcora, S.M., Skorski, S., Meyer, T. and Coutts, A.J. (2018) Mental Fatigue and Soccer: Current Knowledge and Future Directions. Sports Medicine 48(1), 1525- 1532. Timoteo, T. F., Seixas, M. B., Almeida Falci, M. F., Debien, P. B., Miloski, B., Miranda, R. and Bara Filho, M. G. (2017) Impact of Consecutive Games on Workload, State of Recovery and Well- Being of Professional Volleyball Players. Journal of Exercise Physiology Online 20(3), 130-140. Thompson, R.W., Kaufman, K.A., De Petrillo, L.A, Glass, C.R. and Arn- koff, D.B. (2011) One year follow-up of mindful sport perfor- mance enhancement (MSPE) with archers, golfers, and run- ners. Journal of Clinical Sport Psychology 5(2), 99-116. Van Cutsem, J., Marcora, S., De Pauw, K, Bailey, S., Meeusen, R. and Roelands, B. (2017) The effects of mental fatigue on physical performance: a systematic review. Sports Medicine 47(8), 1569- 158. Key points  No effect of mindfulness and music on physical fa- tigue of female volleyball athletes after a competi- tion.  Mindfulness reduce mental fatigue of female volley- ball athletes competition-induced.  Music does not reduce mental fatigue of female vol- leyball athletes competition-induced. AUTHOR BIOGRAPHY Danilo R. COIMBRA Employment Life Sciences Institute, Federal University of Juiz de Fora Degree PhD Research interest Sport Science, Sport Psychology; Health and Performance in Sport E-mail: daniloreiscoimbra@yahoo.com.br Guilherme G. BEVILACQUA Employment Center of Health and Sports Sciences, Santa Catarina State University; Volley-ball coach Degree MSc Research interest Sport Science, Sport Psychology; Health and Performance in Sport E-mail: guibevi_1@hotmail.com Fabiano S. PEREIRA Employment Center of Health and Sports Sciences, Santa Catarina State University; Volley-ball coach Degree PhD Research interest Sport Science, Sport Psychology; Health and Performance in Sport E-mail: fabianovbfloripa@gmail.com Alexandro ANDRADE Employment Full Professor at the Santa Catarina State University (Center of Health and Sports Sciences) Degree PhD Research interest Sport Science, Sport Psychology; Health and Performance in Sport E-mail: alexandro.andrade.phd@gmail.com  Alexandro Andrade, PhD  Professor of Santa Catarina State University, Address: Pascoal Simone, 358, CEP 88080-350, Coqueiros, Florianópolis, Santa Catarina, Brazil