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Abstract

Background: Elite sport is continuously evolving. World records keep falling and athletes from a longer list of countries are involved. Purpose: This commentary was designed to provide insights into present and future trends associated with world-class endurance training based on the perspectives, experience, and knowledge of an expert panel of 25 applied sport scientists. Results: The key drivers of development observed in the past 10-15 years were related to (1) more accessible scientific knowledge for coaches and athletes combined with (2) better integration of practical and scientific exchange across multidisciplinary perspectives within professionalized elite athlete support structures, as well as (3) utilization of new technological advances. Based on these perspectives, we discerned and exemplified the main trends in the practice of endurance sports into the following categories: better understanding of sport-specific demands; improved competition execution; larger, more specific, and more precise training loads; improved training quality; and a more professional and healthier lifestyle. The main areas expected to drive future improvements were associated with more extensive use of advanced technology for monitoring and prescribing training and recovery, more precise use of environmental and nutritional interventions, better understanding of athlete-equipment interactions, and greater emphasis on preventing injuries and illnesses. Conclusions: These expert insights can serve as a platform and inspiration to develop new hypotheses and ideas, encourage future collaboration between researchers and sport practitioners, and, perhaps most important, stimulate curiosity and further collaborative studies about the training, physiology, and performance of endurance athletes.
The Evolution of World-Class Endurance Training:
The Scientists View on Current and Future Trends
Øyvind Sandbakk,
1
David B. Pyne,
2
Kerry McGawley,
3
Carl Foster,
4
Rune Kjøsen Talsnes,
1
Guro Strøm Solli,
5
Grégoire P. Millet,
6
Stephen Seiler,
7
Paul B. Laursen,
8,9
Thomas Haugen,
10
Espen Tønnessen,
10
Randy Wilber,
11
Teun van Erp,
12
Trent Stellingwerff,
13
Hans-Christer Holmberg,
14,15
and Silvana Bucher Sandbakk
16
1
Center for Elite Sports Research, Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway;
2
Research Institute for Sport and Exercise, University of Canberra, Canberra, ACT, Australia;
3
Swedish Winter Sports Research Center, Department of Health Sciences,
Mid Sweden University, Östersund, Sweden;
4
Department of Exercise and Sport Science, University of WisconsinLa Crosse, La Crosse, WI, USA;
5
Department of Sports Science and Physical Education, Nord University, Bodø, Norway;
6
Institute of Sport Sciences, University of Lausanne, Lausanne, Switzerland;
7
Department of Sport Science and Physical Education, University of Agder, Kristiansand, Norway;
8
Sports Performance and Athlete Development Environments
(SPADE), University of Agder, Kristiansand, Norway;
9
Sports Performance Research Institute New Zealand (SPRINZ), AUT University, Auckland, New Zealand;
10
School of Health Sciences, Kristiania University College, Oslo, Norway;
11
United States Olympic Committee, Colorado Springs, CO, USA;
12
Division of Movement Science and Exercise Therapy (MSET), Department of Exercise, Sport and Lifestyle Medicine, Faculty of Medicine and Health Sciences,
Stellenbosch University, Tygerberg, South Africa;
13
Canadian Sport InstitutePacic, Victoria, BC, Canada;
14
Department of Health Sciences,
Luleå University of Technology, Luleå, Sweden;
15
School of Kinesiology, University of British Columbia, Vancouver, BC, Canada;
16
Department of Teacher Education, Norwegian University of Science and Technology, Trondheim, Norway
Background:Elite sport is continuously evolving. World records keep falling and athletes from a longer list of countries are
involved. Purpose:This commentary was designed to provide insights into present and future trends associated with world-class
endurance training based on the perspectives, experience, and knowledge of an expert panel of 25 applied sport scientists.
Results:The key drivers of development observed in the past 1015 years were related to (1) more accessible scientic
knowledge for coaches and athletes combined with (2) better integration of practical and scientic exchange across multi-
disciplinary perspectives within professionalized elite athlete support structures, as well as (3) utilization of new technological
advances. Based on these perspectives, we discerned and exemplied the main trends in the practice of endurance sports into the
following categories: better understanding of sport-specic demands; improved competition execution; larger, more specic, and
more precise training loads; improved training quality; and a more professional and healthier lifestyle. The main areas expected to
drive future improvements were associated with more extensive use of advanced technology for monitoring and prescribing
training and recovery, more precise use of environmental and nutritional interventions, better understanding of athlete
equipment interactions, and greater emphasis on preventing injuries and illnesses. Conclusions:These expert insights can serve
as a platform and inspiration to develop new hypotheses and ideas, encourage future collaboration between researchers and sport
practitioners, and, perhaps most important, stimulate curiosity and further collaborative studies about the training, physiology,
and performance of endurance athletes.
Keywords:athlete health, endurance performance, sport technology, training intensity, training load, training quality
Elite sport is continuously evolving, as illustrated by world
records being broken and the involvement of a greater diversity of
countries and athletes, driving improvements in athletic perfor-
mance. Explanations for this continued performance evolution are
multifaceted, and likely include the optimization of athlete training
and competitive periodization, as well as recent advancements in
technologies, equipment, and scientic knowledge, all accessible
to larger audiences. However, research on elite athletes is often
constrained by underlying challenges, such as interruptions to
coaching and training programs, as well as limitations in the type,
quality, or applicability of research studies that can be executed
with elite performers. To gain complementary insight into current
and future trends associated with world-class endurance training,
this commentary is based on the perspectives, experience, and
knowledge of an expert panel of applied sports scientists.
Methods
To capture key insights about the evolution of endurance training
and performance, we solicited and aggregated expert judgments
through a structured elicitation protocol. In the rst step, 2 ques-
tions were posed by the rst and last author to an expert panel of
25 acknowledged sport scientists (5 women and 20 men) with
Pyne https://orcid.org/0000-0003-1555-5079
McGawley https://orcid.org/0000-0002-1273-6061
Talsnes https://orcid.org/0000-0002-4076-2451
Solli https://orcid.org/0000-0002-7354-8910
Millet https://orcid.org/0000-0001-8081-4423
Seiler https://orcid.org/0000-0001-8024-5232
Laursen https://orcid.org/0000-0003-1532-2697
Haugen https://orcid.org/0000-0001-5929-0389
Tønnessen https://orcid.org/0000-0002-7781-4913
van Erp https://orcid.org/0000-0002-2146-9479
Stellingwerff https://orcid.org/0000-0002-4704-8250
Holmberg https://orcid.org/0000-0002-3814-6246
Bucher Sandbakk https://orcid.org/0000-0001-8412-9538
Sandbakk (oyvind.sandbakk@ntnu.no) is corresponding author, https://orcid.org/
0000-0002-9014-5152
1
International Journal of Sports Physiology and Performance, (Ahead of Print)
https://doi.org/10.1123/ijspp.2023-0131
© 2023 Human Kinetics, Inc. INVITED COMMENTARY
First Published Online: June 27, 2023
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experiences of working closely with world-leading endurance
athletes and coaches over the last decade(s). Collectively, this
multinational panel had multidisciplinary (ie, exercise physiology,
biomechanics, sports analytics, nutrition, and sports medicine)
experience of working with male and female athletes from 15
different nations and representing all Olympic endurance sports.
The 2 questions were: (1) What are the most important trends
related directly or indirectly to the training and improved perfor-
mance of the worlds best endurance athletes during the past
1015 years? and (2) Which advances will contribute to further
improving endurance performance during the next 1015 years?
To allow diversity of opinion, all scientists were asked to prioritize
3 key points for each question individually, and to explain and
exemplify their choices. Consent was given on the basis that replies
could be used for the purpose of this commentary.
In the next steps, all responses were aggregated into initial
thematic categories by the rst and last author. Iterative renement
was undertaken by facilitated negotiation and discussion over
email among all authors, until nal consensus on main categories,
as well as representative examples and explanations was reached.
Recent and Contemporary Trends
in Endurance Training
To address recent and contemporary trends, the answers to the rst
question were categorized into 2 dimensions: the underlying
mechanisms driving the development (the why) and the effects
of these factors on sport practices (the what).
A main driver of development in endurance training methods
was more relevant scientic knowledge accessible to coaches and
athletes, combined with better integration and exchange of practi-
cal and scientic knowledge. In this context, easier access to
scientic and experience-based knowledge through open-access
journals, media (eg, popular science articles, podcasts, Twitter,
Instagram, YouTube, etc), and various other communication chan-
nels (eg, conferences/summits, webinars, workshops, personal
conversations, etc) has facilitated faster and wider learning and
possibly more effective implementation into sport practice. Two
potential challenges associated with effective utilization of publicly
available information are (1) the ability to lter useful versus less
useful content and (2) translation of this specic information into a
holistic training process. This translation process will require close
collaboration between athletes, coaches, and various domain
experts.
Another main driver was the implementation of technological
advances, with better equipment and more validated tools/wear-
ables for monitoring and analyzing training, performance, and
recovery. The sports science laboratory has moved out to the
roads, tracks, pools, lakes, trails, rivers, and mountains where
endurance athletes train daily. A critical challenge in this context
is to assure that the continuously collected data stream is as reliable
and valid as possible.
Elite athlete health and performance support structures are
now often organized in multidisciplinary centers or teams. This was
regarded as a complementary factor facilitating effective imple-
mentation of the extended knowledge and new technological
solutions into the holistic training, competition, and performance
process. High-performance sports directors (or equivalent) and
coaches are, in general, now more well-educated in coaching
and/or sports science. In addition, they are more open to the
potential benets of multi- and intradisciplinary collaboration
among athletes, coaches, scientists, and other experts.
Based on these driving factors, we discerned 5 important
trends in the practice of endurance sports that have evolved over
the last 1015 years.
Better Understanding of Sport-Specic Demands
A more interdisciplinary and integrated understanding of physio-
logical, technical, tactical, nutritional, and mental aspects underly-
ing performance, on the basis of optimal mental and physical
health, has evolved in sports.
1
For example, different exercise
modes can elicit highly distinct metabolic, mechanical, and mus-
cular loading, which can have signicant consequences for training
and recovery processes.
2
In this context, the technological possi-
bility to measure performance, training load, and recovery under
ecologically valid conditions, in combination with advanced per-
formance modeling, has extended our understanding beyond the
traditional performance-determining factors.
3
Examples of com-
plementary concepts are the impact of resilience/durability during
long-duration exercise,
4
or the implementation of various models
describing aerobic and anaerobic kinetics during intermittent exer-
cise. A better understanding of nutritional strategies has also played
a signicant role both for optimizing performance, and sustainable
tolerance and execution of high daily training loads. This may
include optimal carbohydrate intake (daily, and during training,
and competition)
5
and associated nutritional periodization to meet
the demands of the sport.
6,7
Improved Competition Execution
More accurate technological measures of performance and
advanced performance models have improved pacing strategies,
8
as well as the ability of each athlete (and their coaches) to identify
and focus on his/her own individual strengths and weaknesses.
Examples of this are the extensive use of various wearable devices,
such as power meters, global positioning/navigation satellite sys-
tems, and inertial movement units in many sports.
9,10
With the
combination of machine learning and domain competence, these
developments have provided new insights in many sports, although
the practical and ethical challenges of accumulating and processing
large sets of personal data should also be acknowledged.
Without doubt, improved equipment has been vital for perfor-
mance development in many endurance sports, with the clap skate
in speed skating,
11
carbon ber use in cycling, rowing, kayak, and
paralympic events, and super-shoesin running
12
being primary
examples. Another factor is improved preparation strategies for
competitions held in different environmental conditions such as
altitude and the heat.
13
Furthermore, sport-specic and individual-
ized nutritional intake during competitions (eg, carbohydrate intake
and the use of various ergogenic aids)
5,14-16
was highlighted by
many of the respondents.
Larger, More Specic, and More Precise
Training Loads
Many of the scientists on the expert panel highlighted that world-
leading endurance athletes now perform and tolerate higher train-
ing volumes than previously recorded. However, others had
observed more precise and calculated training models, allowing
a higher volume or density of competition-specic training. In both
cases, the detection of individualized sweet-spotswith respect to
training volume and intensity, as well as individualized training
intensity distribution, and more detailed monitoring, and analysis
of capacity developments were highlighted as success criteria. One
2Sandbakk et al
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of the trends observed by many of the scientists was more of the
intense training being performed in a controlled zone,thereby
allowing higher volume and/or frequency of sessions at competi-
tion-relevant speeds.
17
However, the specic changes in training
patterns, as well as the underlying mechanisms, need to be veried
for different endurance sports.
The following aspects were highlighted as the main facilitators
for athletes accumulating higher training volumes or competition-
specic loads: shorter transition/recovery periods between the
competition period and the following macrocycle, higher training
loads both early in the training year and during the competition
period, and more conscious periodization and load-recovery moni-
toring. Other key factors allowing more precise training loads
included improved training facilities (eg, better roller-ski tracks
for cross-country skiers and biathletes, and more indoor tracks in
cycling, athletics and speed skating), and improved equipment. In
addition, more advanced injury prevention measures seem to
provide better continuity of training.
18,19
More women worldwide now have the possibility to train and
compete professionally in endurance sports, with a higher status of
female competitions, more nancial support, and better coaching
available to female athletes. In addition, many sporting environments
now possess greater awareness of, and willingness to communicate
about, aspects of female physiology and health (eg, the inuence of
the menstrual cycle,
20,21
hormonal contraception,
22
and pregnancy/
postpartum
23-26
), and their potential impact on training and perfor-
mance. With the increase in professional opportunities for female
athletes, and an improved understanding of the specic challenges
facing women in elite sport, larger, more specic, and/or precise
training loads are particularly observed in female athletes.
Finally, several respondents highlighted that more systematic
inclusion of environmental stressors, such as altitude
27
and heat,
13
periodized in the training process has become more common,
particularly when preparing for events held under challenging
climatic conditions.
Improved Training Quality
Factors associated with improved training quality
28
were
highlighted by many of the respondents. This list included both
the quality of the holistic training process, performed in close
cooperation between athletes, coaches, and multidisciplinary sup-
port teams, as well as better planning, execution, and debrieng
routines of single training sessions. One key factor for the latter
dimension was more precise and disciplined intensity control,
facilitated by greater awareness of how the variables of exercise
prescription inuence training tolerance and load, as well as better
technologies to monitor these features in various conditions.
Another example was use of better equipment in training, such
as super shoeswith new age foams that allow for better cush-
ioning and recovery, thereby facilitating more training at high
speeds. Such developments may also contribute to narrowing the
gap between training prescription and execution.
Improved training quality was also associated with more
individualized training in terms of load prescription, microperio-
dization, and daily session programming. For example, implemen-
tation of strength and power training based on individual proling
in relation to the physiological and technical requirements of each
sport is now much more advanced in sport practice. Such individual
proling, in combination with systematic monitoring of training
and testing, provides important objective information concerning
how training is executed and the corresponding adaptations. In
addition, the role of the coach and multidisciplinary support staff in
using such information to prepare and debrief the athlete system-
atically, as well as how the support staff work synergistically with
coaches and athletes,
29
were also highlighted as having a positive
inuence on training quality and performance.
A More Professional and Healthier Lifestyle
Employing a more holistic approach to athlete development, by
understanding and considering all factors inuencing their lives,
has beneted both individual and team-sport athletes.
30
Greater
professionalization of many sports has enabled athletes to pursue a
full-time athletic career, which can create a healthier lifestyle
through enhanced recovery. More knowledge and greater aware-
ness of injury prevention and health management strategies are
argued as important for facilitating the continuity and sustainability
of training, as well as prolonging the careers of elite athletes.
18
For
example, greater knowledge and awareness of the importance of
energy availability, periodized and individualized nutrition, and
sleep have contributed to improved recovery.
31
The same paradigm
applies to the inclusion of systematic monitoring of recovery
parameters such as resting heart rate, heart rate variability, and
sleep metrics as part of the monitoring systems. In addition, greater
focus on the mental health of athletes
32
and coaches
33
was regarded
as imperative.
Future Trends in Endurance Training
The expert panel generally expected the factors underpinning
improved endurance training and performance to continue to
evolve in the upcoming 1015 years. However, some perennial
aspects of endurance training received particular attention, and a
few new aspects were highlighted as key areas for improvement in
the future.
First, more extensive and reliable use of advanced technology
for evidence-based monitoring of training, recovery, and perfor-
mance is expected. Importantly, these technologies and the insights
they provide must be combined in a holistic, sport-specic, and
integrated fashion with the individual athletes own developmental
needs. This approach will likely allow more effective individuali-
zation of training. In this context, articial intelligence and its
associated opportunities are evolving very quickly and may permit
individualized prescription of training; for example, when com-
bined with innovative, noninvasive technologies assessing muscle
ber types and other important individual physiological character-
istics. As part of this process, more detailed knowledge about how
to precisely use combinations of training loads, environmental
stressors, and nutritional interventions to optimize physiological
adaptations and performance is expected. Furthermore, a more
advanced understanding of athleteequipment interactions leading
to greater tolerance of sport-specic training and improved perfor-
mance is also suggested as a future trend.
A greater emphasis on the prevention of health problems
34
will
allow more athletes to train with continuity over longer durations
and this is clearly an area with further possibilities for improve-
ment. A greater focus on female athletes also creates opportunities
for future improvement,
35
especially given the historical lack of
knowledge and support that has likely limited performance devel-
opment and career longevity in this population. Programs designed
to prevent injuries, illnesses, Relative Energy Deciency in Sport,
and/or eating disorders and other unhealthy behaviors need to be
customized, ne-tuned, and implemented broadly. Aspects relating
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to the preservation of mental health are also expected to receive
more attention over the coming years. Overall, a more comprehen-
sive approach to optimizing and maintaining good athlete health
should permit more athletes to attain their full potential.
Finally, the continuous development and adjustment of sport
science curriculums within universities and federations in many
countries will translate to improved scientic knowledge among
coaches, athletes, and practitioners, facilitating greater transfer of
knowledge within and between multidisciplinary teams.
Practical Applications and Conclusions
From the perspective of an expert panel of 25 applied sport
scientists, this commentary has facilitated the sharing of ideas,
experience, and knowledge between individuals involved in a
variety of endurance sports, research areas, and athletic communi-
ties. These insights are summarized in Table 1and can serve as a
platform and inspiration for developing new hypotheses, encour-
age future collaboration between researchers and sport practi-
tioners, and, perhaps most importantly, stimulate curiosity and
fruitful collaborative studies about the training, physiology, health,
and performance of endurance athletes. It would be highly enlight-
ening to pose these same questions to elite-level athletes, coaches,
and support staff within different sports and nations. Although
most of the content in this commentary should be relevant both for
Olympic and Paralympic endurance sports, the evolution of para-
specic aspects should be further explored in upcoming studies.
Acknowledgments
The rst author of this commentary is the editor of the International
Journal of Sports Physiology and Performance, and several of the
authors are associate editors or editorial board members of the journal.
Laursen is cofounder of HIIT Science Inc and Athletica Inc. The
possibility of publication bias was discussed critically and evaluated
among editors, and none of the authors, including those with editorial
roles, had the opportunity to inuence the independent review process.
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Table 1 Summary of the Present and Future Trends Associated With World-Class Endurance Training Based
on the Perspectives, Experience, and Knowledge of an Expert Panel of 25 Applied Sport Scientists
Key drivers of development observed
in the past 1015 y
Main trends in the practice of
endurance sports in the past 1015 y
Main areas expected to drive future
improvements
More accessible scientic knowledge for
coaches and athletes
Better integration of practical and scientic
knowledge exchange across
multidisciplinary perspectives within
professionalized elite athlete support
structures
Utilization of new technological advances
Better understanding of sport-specic
demands
Improved competition execution
Larger, more specic, and precise training
loads
Improved training quality
A more professional and healthier lifestyle
More extensive use of advanced technology
for monitoring and prescribing training and
recovery
More precise use of heat and altitude
interventions, and nutritional interventions
Better understanding of athleteequipment
interactions
Greater emphasis on preventing injuries and
illnesses
4Sandbakk et al
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The Evolution of World-Class Endurance Training 5
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... Moreover, elite endurance athletes are subjected to constantly growing training loads and competition demands 20 . It leads to significant physiological adaptations and sometimes may increase the risk of adverse cardiovascular events 20,21 . ...
... Moreover, elite endurance athletes are subjected to constantly growing training loads and competition demands 20 . It leads to significant physiological adaptations and sometimes may increase the risk of adverse cardiovascular events 20,21 . Hence, a precise assessment of cardiorespiratory fitness specific to well-trained endurance athletes is of vital importance 22 . ...
... This innovative way of recalibration is the new method to indirectly predict cardiorespiratory fitness in endurance athletes, as it enables the correct interpretation of cardiorespiratory fitness in this population. The constant growth of the amateur endurance athletes population and training loads among elite endurance athletes underline the significance of our findings and the applicability of the presented approach 20 . ...
Article
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Peak oxygen pulse (O2Ppeak) is an important index of cardiorespiratory fitness (CRF). The FRIEND database is a global source of reference values for CRF. However, no reference equation is tailored for endurance athletes (EA) to predict O2Ppeak. Here, we adjusted the well-established FRIEND equation for O2Ppeak to the characteristics of the EA population. 32 (34.0%) female EA and 62 (66.0%) male well-trained EA underwent maximal cardiopulmonary exercise test on a treadmill. V̇O2max was 4.5 ± 0.5 L min⁻¹ in males and 3.1 ± 0.4 L min⁻¹ in females. O2Ppeak was 23.6 ± 2.8 mL beat⁻¹ and 16.4 ± 2.0 mL beat⁻¹ for males and females, respectively. Firstly, we externally validated the original FRIEND equation. Secondly, using multiple linear regression, we adjusted the FRIEND equation for O2Ppeak to the population of EA. The original FRIEND equation underestimated O2Ppeak for 2.9 ± 2.9 mL beat⁻¹ (P < .001) in males and 2.2 ± 2.1 mL beat⁻¹ (P < .001) in females. The updated equation was 1.36 + 1.07 (23.2 · 0.09 · age − 6.6 [if female]). The new equation explained 62% of the variance and significantly predicted O2Ppeak (R² = 0.62, β = 0.78, P < .001). The error of the EA-adjusted model was 0.1 ± 2.9 mL beat⁻¹ (P = .82) and 0.2 ± 2.1 mL beat⁻¹ (P = .65) for males and females respectively. Recalibration of the original FRIEND equation significantly enhances its accuracy among EA. The error of the EA-adjusted model was negligible. A new recalibrated equation should be used to predict O2Ppeak in the population of EA.
... One of the most important trends in endurance training in the past 10 years has been an increase in both training volume and specific training intensity made possible by a more informed and more precise load-recovery management (Sandbakk et al. 2023). With the rapidly growing field of technology in sports (Sports Tech Research Network 2023), it is predicted that the use of advanced technologies to improve objective training monitoring will continue to be one of the main trends (Sandbakk et al. 2023). ...
... One of the most important trends in endurance training in the past 10 years has been an increase in both training volume and specific training intensity made possible by a more informed and more precise load-recovery management (Sandbakk et al. 2023). With the rapidly growing field of technology in sports (Sports Tech Research Network 2023), it is predicted that the use of advanced technologies to improve objective training monitoring will continue to be one of the main trends (Sandbakk et al. 2023). Near-infrared spectroscopy (NIRS) measuring muscle oxygenation can be considered one of these technologies (Perrey 2022). ...
Article
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Purpose Portable near-infrared spectroscopy devices allow measurements of muscle oxygen saturation (SmO2) in real time and non-invasively. To use NIRS for typical applications including intensity control and load monitoring, the day-to-day variability needs to be known to interpret changes confidently. This study investigates the absolute and relative test–retest reliability of the Moxy Monitor and investigates side differences of SmO2 at the vastus lateralis muscle of both legs in cyclists. Methods Twelve trained cyclists and triathletes completed 3 incremental step tests with 5 min step duration starting at 1.0 W/kg with an increase of 0.5 W/kg separated by 2–7 days. SmO2 was averaged over the last minute of each stage. For all power outputs, the intra-class coefficient (ICC), the standard error of measurement (SEM) and the minimal detectable change (MDC) were calculated. Dominant and non-dominant leg SmO2 were compared using a three-factor ANOVA and limits of agreement (LoA). Results ANOVA showed no significant systematic differences between trials and side. For both legs and all intensities, the ICC ranged from 0.79 to 0.92, the SEM from 5 to 9% SmO2 and the MDC from 14 to 18% SmO2. The bias and LoA between both legs were −2.0% ± 19.9% SmO2. Conclusion Relative reliability of SmO2 was numerically good to excellent according to current standards. However, it depends on the specific analytical goal whether the test–retest reliability is deemed sufficient. Wide LoA indicate side differences in muscle oxygenation during exercise unexplained by leg dominance.
... However, accessing relevant data is challenging, as these variables are often under-recorded and not readily available on official websites. Other researchers have also encountered limitations in collecting data on high-level athletes, including restricted sample sizes, difficulties in coordinating competition schedules with measurements, challenges in data acquisition, and concerns regarding data quality and applicability [45]. ...
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Purpose This study aims to quantitatively analyze the impact of split times on overall performance in standard distance triathlon events. It also examines how environmental factors such as water type, temperature, and altitude affect overall race outcomes. Methods Quantile regression was employed to analyze the race records of 1,580 triathletes participating in 46 standard distance events in China. Results Swim time significantly influences race performance among the top 50% of elite athletes (p < 0.05). For slower elite athletes, bike time is more critical. Temperature has a positive effect on race times, while altitude also shows a significant positive impact, with race times decreasing as altitude increases (up to 1,600 meters in this study’s dataset). River water enhances race times compared to still water, whereas sea water generally slows athletes down. Conclusion The influence of split times and environmental factors on overall race rime varies according to the athletes’ performance levels. To optimize results, training plans and race strategies should be tailored to each athlete’s capabilities. Additionally, understanding and adapting to environmental conditions in advance is crucial.
... On the other hand, the same issues are present in traditional sports. There are many Internet of Things (IoT) devices [105], sensors [106], and tests [107][108][109] capable of measuring athletes [110]. However, coaches are still battling against the ever-changing nature of athletes and their environments. ...
Article
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Electronic sports (esports) and research on this emerging field are interdisciplinary in nature. By extension, it is essential to understand how to standardize and structure training with the help of existing tools, developed over years of research in sports sciences and informatics. Our goal for this work is to review the available literature in esports research, focusing on sports sciences (training, periodization, planning, and career stages) and software (training tools, visualization, analytics, and feedback systems). To verify the existing sources, we applied the framework of a scoping review to address the search from multiple scientific databases with further local processing. We conclude that the current research on esports has mainly focused on describing and modeling performance metrics that span over multiple fragmented research areas (psychology, nutrition, informatics). However, these building blocks have not been assembled into a well-functioning theory of performance in esports by, e.g., providing exercise regimes or methods of periodization for esports.
... Third, record performances improve over time (Weiss et al., 2016). These improvements are attributed to the dissemination of empirical learning based on trial and error, more accessible science-based knowledge on best practices in training and competition (Sandbakk et al., 2023), advancements in sports technology or techniques (Dyer, 2015), and expanded competitive opportunities, particularly among females (Joyner et al., 2020). ...
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Females likely experience larger performance benefits from androgenic-anabolic steroids than males. We set out to determine if there were temporal differences in select athletics (track and field) records between females and males. Exploratory aims included: (1) evaluating the improvements in female and male world records over time, and (2) investigating the influence of doping programs on male and female world records before and after 1990, when sports governing bodies began to implement random out-of-competition and systematic in-competition drug testing. We collected the top 500 performances of all time for both sexes from an online database (worldathletics.org) in four running events (100, 200, 400 and 800 m) and two throwing events (discus throw and shot-put). Data were stratified into quintiles based on world record ranking (1st to 100th, 101st to 200th, etc.). The temporal distribution of the top 100 female performers was significantly earlier than the top 100 male performers (year: 2000 ± 1 vs. 2005 ± 1, respectively; P < 0.0001). Within the event, the top performances occurred significantly earlier for females in the 800 m (year: 1995 ± 15 vs. 2003 ± 12; P = 0.0007) and shot-put (year: 1992 ± 14 vs. 2003 ± 17; P = 0.0004). Among females, world records rapidly improved through the 1980s, but following 1990, the world records ceased to improve. Geographically, there was a greater representation of countries with state-sponsored doping programs, specifically among female performances. We postulate these sex differences in the temporal distribution of top performances are likely associated with enhanced effectiveness of exogenous androgens (steroid doping) among female athletes with lower endogenous androgen hormones compared to males.
... Cross-country skiing has certainly not been excepted from this development and earlier research has shown how the sport in general and sport school training in particular has become more science-based and quantified (e.g. Sandbakk 2017; Sandbakk et al. 2023;Svensson 2024). However, this article is not primarily a history of sportification of sport school coaches. ...
Article
Since the introduction of a national system for upper-secondary sport schools in Sweden in the 1970s, these institutions have been an important environment for developments in training and coaching. This is particularly true for cross-country skiing, where these schools quickly became an obligatory passage point. Coaches at the sport schools, often formally employed as PE teachers, were among the first professionalized endurance sport coaches in Sweden. This article examines how communities of practice have influenced the professionalization process of XC ski coaches at Swedish sport schools. The results show how being part of this community is conditioned on personal experience of active learning, historically as a skier yourself and currently as a coach who participates in the everyday work. The strong communities of practice have enabled coaches to maintain a high degree of self-­governance and ensured that experiential knowledge remain important in relation to scientific knowledge.
... Therefore, it may be particularly important in speedskaters as their high-intensity training routinely occurs in relatively low temperatures. Moreover, altitude training has gained more recognition in endurance sports [32], and multiple international skating arenas are situated in low or medium altitudes [33]. RMT was proven to enhance adaptation to hypoxia, improve performance at altitude, and reduce respiratory stress during altitude acclimatization [12]. ...
Article
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Respiratory muscle training (RMT) improves endurance performance, balance, and ability to repeat high-intensity exercise bouts, providing a rationale to be applied in short-track speedskating. To establish a preferable RMT method for short-track speedskating, the influence of inspiratory pressure threshold loading (IPTL) and voluntary isocapnic hyperpnoea (VIH) on cardiopulmonary indices and athletic performance was investigated. Sixteen elite short-track speedskaters completed 6 weeks of RMT based on IPTL or VIH. Wingate Anaerobic Tests (WAnTs), cardiopulmonary exercise tests (CPETs), spirometry assessments, and on-ice time trials were performed before and after RMT intervention. Repeated measures ANOVA was used to assess the differences between each method's influence. No statistically significant (p > 0.05) differences between RMT methods were found in performance during the WAnT, CPET, or specific on-ice time trials. Spirometry measures were similar between both methods. Significant effects were found for the interaction between maximum breathing frequency during CPET (BFmax) and method (p = 0.009), as well as for the interaction between BFMax, method, and sex (p = 0.040). BFmax decreased for IPTL and increased for VIH. The interaction between method and sex revealed that BFmax increased only in males performing VIH. Our findings suggest that IPTL and VIH lead to analogous effects in the study participants, highlighting a negligible practical disparity in the impact of different RMT methods in elite short-track speedskaters.
... A holistic manifestation of this systemic cost is longer perceived recovery times and reduced readiness to train after too frequent or too intensive HIIT sessions (e.g., Nuuttila et al. 2022). However, here the research seems to be behind the accumulated wisdom of numerous high performance endurance environments regarding the fine-tuning of HIIT session intensity and AWD characteristics to ensure reasonable recovery from day to day across extended training periods (Casado et al. 2023;Sandbakk et al. 2023). As Fig. 8 depicts, the "optimization" of HIIT cannot be seen in isolation. ...
Article
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High-intensity interval training (HIIT) prescriptions manipulate intensity, duration, and recovery variables in multiple combinations. Researchers often compare different HIIT variable combinations and treat HIIT prescription as a “maximization problem”, seeking to identify the prescription(s) that induce the largest acute VO2/HR/RPE response. However, studies connecting the magnitude of specific acute HIIT response variables like work time >90% of VO2max and resulting cellular signalling and/or translation to protein upregulation and performance enhancement are lacking. This is also not how successful endurance athletes train. First, HIIT training cannot be seen in isolation. Successful endurance athletes perform most of their training volume below the first lactate turn point (<LT1), with “threshold training” and HIIT as integrated parts of a synergistic combination of training intensities and durations. Second, molecular signalling research reveals multiple, “overlapping” signalling pathways driving peripheral adaptations, with those pathways most sensitive to work intensity showing substantial feedback inhibition. This makes current training content and longer-term training history critical modulators of HIIT adaptive responses. Third, long term maximization of endurance capacity extends over years. Successful endurance athletes balance low-intensity and high-intensity, low systemic stress, and high systemic stress training sessions over time. The endurance training process is therefore an “optimization problem”. Effective HIIT sessions generate both cellular signal and systemic stress that each individual athlete responds to and recovers from over weeks, months, and even years of training. It is not “epic” HIIT sessions but effective integration of intensity, duration, and frequency of all training stimuli over time that drives endurance performance success.
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Purpose To compare acute physiological responses and perceived training stress between one long and two short time- and intensity-matched sessions of moderate-intensity training in endurance athletes. Methods Fourteen male endurance athletes (VO2max: 69.2 ± 4.2 mL·min⁻¹·kg⁻¹) performed one 6 × 10-min interval session (SINGLE) and two 3 × 10-min interval sessions interspersed with 6.5 h recovery (DOUBLE) of moderate-intensity training on two separate days, while running in the laboratory, using a counterbalanced cross-over trial. The two training days were separated into a first part/session (interval stage 1–3) and second part/session (interval stage 4–6). Respiratory variables, heart rate (HR), blood lactate concentrations (BLa), and rating of perceived exertion (RPE) were collected during sessions, whereas supine heart rate (HR) was assessed in a 60-min recovery period following sessions. Measures of perceived training stress (1–10) were assessed in the morning of the subsequent day. Results HR, Bla, and RPE increased in the second compared to first part of SINGLE (168 ± 7 vs. 173 ± 7 bpm, 2.60 ± 0.75 vs. 3.01 ± 0.81 mmol·L⁻¹, and 13.4 ± 1.0 vs. 14.8 ± 1.1-point, respectively, all p < 0.05). HR and Bla decreased in the second compared to first session of DOUBLE (171 ± 9 vs. 166 ± 9 bpm and 2.72 ± 0.96 vs. 2.14 ± 0.65 mmol·L⁻¹, respectively, both p < 0.05). SINGLE revealed higher supine HR in the recovery period following sessions (65.4 ± 2.5 vs. 60.7 ± 2.5 bpm p < 0.05), session RPE (sRPE, 7.0 ± 1.0 vs. 6.0 ± 1.3-point, p = .001) and sRPE training load (929 ± 112 vs. 743 ± 98, p < 0.001) compared to DOUBLE. In the subsequent morning, increased levels of perceived fatigue and muscle soreness were observed following SINGLE compared to DOUBLE (7.0 ± 2.5 vs. 8.0 ± 1.0-point, p = .049 and 6.0 ± 2.5 vs. 7.0 ± 2.5-point, p = .002, respectively). Conclusion One long moderate-intensity training session was associated with a duration-dependent “drift” in physiological responses compared to two short time- and intensity-matched sessions, thereby suggesting a higher overall training stimulus. Simultaneously, the lower cost of the two shorter sessions indicates that such organization could allow more accumulated time at this intensity. Overall, these findings serve as a starting point to better understand the pros and cons of organizing moderate-intensity training as one long versus shorter sessions performed more frequently (e.g., as “double threshold training”) in endurance athletes.
Article
BACKGROUND: Cyclists and triathletes test, train, and race both indoors and outdoors. However, the differences between indoor and outdoor performance remain understudied. This study aimed to analyze the relationship between indoor and outdoor performance in cycling. We investigated the influence of training environment history (indoor vs. outdoor) and application of e-sport platform on the aforementioned relationship. METHODS: Forty-three well-trained triathletes performed indoor and outdoor field tests to establish maximum sprint power (MSP) and functional threshold power (FTP). The main effects for FTP and MSP were assessed by repeated-measures ANOVA to analyze the differences between power output obtained indoors and outdoors. Multiple covariates, including training environment history and application of ZWIFT e-sport platform, were applied. Multiple linear regression was performed to investigate outdoor FTP prediction based on indoor testing. RESULTS: No significant differences were found for MSP and FTP obtained indoors and outdoors. However, the high individual variability in the disparity between indoor and outdoor power output (PO) in triathletes was observed. There was a statistically significant interaction between FTP and training environment history (P<0.001 for FTP expressed in W*kg-1 and W) and FTP and BMI (P=0.042 and P=0.034 for FTP expressed in W*kg-1 and W, respectively). The prediction formulas to establish outdoor FTP based on indoor testing had high accuracy (R2 0.80 and 0.68 for full and simple model, respectively). CONCLUSIONS: The study underlines the crucial role of the appropriate testing environment, corresponding to the training environment and racing demands. A high individual variability in the disparity between indoor and outdoor PO at FTP is associated with training environment history and BMI. No such interactions were found for MSP.
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The aim of the present study was to describe a novel training model based on lactate-guided threshold interval training (LGTIT) within a high-volume, low-intensity approach, which characterizes the training pattern in some world-class middle- and long-distance runners and to review the potential physiological mechanisms explaining its effectiveness. This training model consists of performing three to four LGTIT sessions and one VO2max intensity session weekly. In addition, low intensity running is performed up to an overall volume of 150–180 km/week. During LGTIT sessions, the training pace is dictated by a blood lactate concentration target (i.e., internal rather than external training load), typically ranging from 2 to 4.5 mmol·L−1, measured every one to three repetitions. That intensity may allow for a more rapid recovery through a lower central and peripheral fatigue between high-intensity sessions compared with that of greater intensities and, therefore, a greater weekly volume of these specific workouts. The interval character of LGTIT allows for the achievement of high absolute training speeds and, thus, maximizing the number of motor units recruited, despite a relatively low metabolic intensity (i.e., threshold zone). This model may increase the mitochondrial proliferation through the optimization of both calcium and adenosine monophosphate activated protein kinase (AMPK) signaling pathways.
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When successful athletes are asked to explain the reasons behind their success, they often highlight the quality of their training. This aspect has so far received limited attention in sport science, and several fundamental questions related to this feature need to be addressed. What is training quality? What factors affect training quality? Who makes the call whether the training process is of good quality or not? How can training quality be assessed and improved? In this editorial, we briefly address these questions, provide a point of departure for further discussions, and encourage future studies to explore this topic more thoroughly.
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Objectives: To analyse the available evidence and identify gaps in current knowledge regarding physical activity volume and intensity and their effects on pregnancy outcomes in female athletes. Design: Scoping review. Data sources: A structured literature search of three electronic databases (Embase, PubMed and Web of Science) was conducted on 25 February 2022, and a rerun search was conducted on 8 September 2022. Eligibility criteria: Studies were eligible if they contained information on the relevant population (ie, elite or competitive amateur female athletes), intervention/exposure (ie, minimum of 10 hours of sport per week) and fetal and maternal outcomes. Eligible comparators included female recreational athletes and pregnant non-exercisers. Risk of bias: The risk of bias was evaluated with the National Institutes of Health (National Heart, Lung and Blood Institute) quality assessment tool. Results: The results revealed a discrepancy between the number of original research papers and the number of reviews and recommendations derived from them. The identified studies focused primarily on pregnant recreational athletes. Sixteen clinical studies met the inclusion criteria. No adverse effects on maternal or fetal outcomes were reported. Only during performance tests involving acute intensive exercise with the mother exercising at more than 90% of her maximal heart rate did some fetuses experience decelerations in heart rate. Summary/conclusion: A lack of high-quality studies and direct evidence on pregnant elite and competitive amateur female athletes is evident. Further prospective observational cohort studies are needed using new monitoring methods (eg, non-invasive, wireless monitoring systems) aiming to gain a broader understanding of the stress tolerance of pregnant athletes and fetuses during exercise. Following that, interventional studies with stress tests in laboratory settings should be conducted. Therefore, technology plays a decisive role in gaining new knowledge and providing evidence-based recommendations on this topic. PROSPERO registration number: CRD42022309541.
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Adaptation to heat-stress and hypoxia are relevant for athletes participating in Tour de France or similar cycling races taking place during the summertime in landscapes with varying altitude. Both to minimize detrimental performance effects associated with arterial desaturation occurring at moderate altitudes in elite athletes, respectively reduce the risk of hyperthermia on hot days, but also as a pre-competition acclimatization strategy to boost blood volume in already highly adapted athletes. The hematological adaptations require weeks of exposure to manifest, but are attractive as an augmented hemoglobin mass may improve arterial oxygen delivery and hence benefit prolonged performances. Altitude training camps have in this context a long history in exercise physiology and are still common practice in elite cycling. However, heat acclimation training provides an attractive alternative for some athletes either as a stand-alone approach or in combination with altitude. The present paper provides an update and practical perspectives on the potential to utilize hypoxia and heat exposure to optimize hematological adaptations. Furthermore, we will consider temporal aspects both in terms of onset and decay of the adaptations relevant for improved thermoregulatory capacity and respiratory adaptations to abate arterial desaturation during altitude exposure. From focus on involved physiological mechanisms, time-course and responsiveness in elite athletes, we will provide guidance based on our experience from practical implementation in cyclists preparing for prolonged stage races such as the Tour de France.
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Background There is growing understanding of mental health needs in elite athletes, but less is known about the mental health of coaches and support staff who work within elite sport settings. This study examined the prevalence and correlates of mental health symptoms in elite-level coaches and high-performance support staff (HPSS) and compared rates against published elite athlete samples. A cross-sectional, anonymous, online survey was administered to coaches and HPSS working in Australia’s high-performance sports system. Main outcomes were scores on validated measures of psychological distress, probable ‘caseness’ for a diagnosable psychological condition, alcohol consumption and sleep disturbance. Results Data were provided by 78 coaches (mean age = 46.4 years, 23.8% female) and 174 HPSS (mean age = 40.0 years, 56.7% female). Overall, 41.2% of the sample met probable caseness criteria, 13.9% reported high to very high psychological distress, 41.8% reported potential risky alcohol consumption and 17.7% reported moderate to severe sleep disturbance, with no statistically significant differences between coaches and HPSS. The most robust correlates of psychological distress and probable caseness were dissatisfaction with social support and dissatisfaction with life balance, while poor life balance was also associated with increased alcohol consumption and poor social support with sleep disturbance. Coaches and HPSS reported similar prevalence of mental health outcomes compared to rates previously observed in elite athletes, with the exception of higher reporting of alcohol consumption among coaches and HPSS. Conclusions Elite-level coaches and HPSS reported levels of psychological distress and probable caseness similar to those previously reported among elite-level athletes, suggesting that these groups are also susceptible to the pressures of high-performance sporting environments. Screening for mental health symptoms in elite sport should be extended from athletes to all key stakeholders in the daily training environment, as should access to programs to support mental health and well-being.
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Participation by female athletes in competitive sport has increased dramatically since the inception of Title IX, although female athletes are represented significantly less than their male counterparts in strength and conditioning (S&C) literature. This is apparent when examining current identified trends in the field, such as implementation of blood flow restriction (BFR) training, functional assessments to predict injuries, or the ever-increasing use of technology in sports. The aim of this review is to examine three prevalent trends in contemporary S&C literature as they relate to female athletes in order to expose areas lacking in research. We conducted journal and database searches to progressively deepen our examination of available research, starting first with broad emerging themes within S&C, followed next by an inquiry into literature concerning S&C practices in females, ending finally with a review of emerging topics concerning female athletes. To this end, 534 articles were reviewed from PubMed, Academic Search Complete, Google Scholar, CINAHL, MEDLINE, and Web of Science. Results demonstrate the utility of implementing BFR, functional movement assessments, and various technologies among this population to expand representation of female athletes in S&C literature, improve athletic capabilities and performance, and decrease potential for injury over time.
Article
Scientific interest in pacing goes back >100 years. Contemporary interest, both as a feature of athletic competition and as a window into understanding fatigue, goes back >30 years. Pacing represents the pattern of energy use designed to produce a competitive result while managing fatigue of different origins. Pacing has been studied both against the clock and during head-to-head competition. Several models have been used to explain pacing, including the teleoanticipation model, the central governor model, the anticipatory-feedback-rating of perceived exertion model, the concept of a learned template, the affordance concept, the integrative governor theory, and as an explanation for "falling behind." Early studies, mostly using time-trial exercise, focused on the need to manage homeostatic disturbance. More recent studies, based on head-to-head competition, have focused on an improved understanding of how psychophysiology, beyond the gestalt concept of rating of perceived exertion, can be understood as a mediator of pacing and as an explanation for falling behind. More recent approaches to pacing have focused on the elements of decision making during sport and have expanded the role of psychophysiological responses including sensory-discriminatory, affective-motivational, and cognitive-evaluative dimensions. These approaches have expanded the understanding of variations in pacing, particularly during head-to-head competition.
Article
Advancements in running shoe technology over the last 5 years have sparked controversy in athletics as linked with clear running economy and performance enhancements. Early debates mainly surrounded ‘super shoes’ in long-distance running, but more recently, the controversy has filtered through to sprint and middle-distance running with the emergence of ‘super spikes’. This Current Concepts paper provides a brief overview on the controversial topic of super shoes and super spikes. The defining features of technologically advanced shoes are a stiff plate embedded within the midsole, curved plate and midsole geometry, and lightweight, resilient, high-energy returning foam that – in combination – enhance running performance. Since the launch of the first commercially available super shoe, all world records from the 5 km to the marathon have been broken by athletes wearing super shoes or super spikes, with a similar trend observed in middle-distance running. The improvements in super shoes are around 4% for running economy and 2% for performance, and speculatively around 1% to 1.5% for super spikes. These enhancements are believed multifactorial in nature and difficult to parse, although involve longitudinal bending stiffness, the ‘teeter-totter effect’, the high-energy return properties of the midsole material, enhanced stack height and lightweight characteristic of shoes.
Article
Purpose: The International Olympic Committee expert-group on pregnancy has identified a paucity of information regarding training and performance in truly elite athletes. Thus, the purpose of this study was to quantify elite runners' training volume throughout pregnancy and postpartum competition performance outcomes. Methods: Forty-two elite (>50% competed at the World Championships/Olympic) middle/long-distance runners' pre-, during-, and post-pregnancy training (quality/quantity/type) data (retrospective questionnaire) and competition data (published online) were collected. Results: Running volume decreased significantly (p < 0.01) from the first trimester (63 ± 34 km/week) to third trimester (30 ± 30 km/week). Participants returned to activity/exercise at ~6 weeks postpartum and to 80% of pre-pregnancy training volumes by 3-months. In the 60% of participants who intended to return to equivalent performance levels post- pregnancy, there was no statistical decrease in performance in the 1 to-3 years post compared to pre-pregnancy, and 46% improved performances post-pregnancy. Conclusions: This study features the largest cohort of elite runners training and competition outcomes assessed throughout pregnancy, with training volumes being ~2 to 4-times greater than current guidelines. For the first time, performance was directly assessed (due to the quantifiable nature of elite running) and study participants who intended to return to high-level competition did so at a statistically similar level of performance in the 1 to 3-year period post-pregnancy. Taken together, this paper provides much needed insights into current training practices and performance of elite pregnant runners which should help to inform future training guidelines as well as sport policy and sponsor expectations around return to training timelines and performance.
Article
We examined the effects of carbohydrate (CHO) delivery form on exogenous CHO oxidation, gastrointestinal discomfort, and exercise capacity. In a randomised repeated measures design (after 24 h of high CHO intake (8 g·kg-1) and pre-exercise meal (2 g·kg-1)), nine trained males ingested 120 g CHO·h-1 from fluid (DRINK), semi-solid gel (GEL), solid jelly chew (CHEW), or a co-ingestion approach (MIX). Participants cycled for 180 min at 95% lactate threshold followed by an exercise capacity test (150% lactate threshold). Peak rates of exogenous CHO oxidation (DRINK, 1.56 ± 0.16; GEL, 1.58 ± 0.13; CHEW, 1.59 ± 0.08; MIX, 1.66 ± 0.02 g·min-1) and oxidation efficiency (DRINK, 72 ± 8; GEL, 72 ± 5; CHEW, 75 ± 5; MIX, 75 ± 6%) were not different between trials (all P > 0.05). Despite ingesting 120 g·h-1, participants reported minimal symptoms of gastrointestinal distress across all trials. Exercise capacity was also not significantly different (all P < 0.05) between conditions (DRINK, 446 ± 350; GEL, 529 ± 396; CHEW, 596 ± 416; MIX, 469 ± 395 sec). Data represent the first time that rates of exogenous CHO oxidation (via stable isotope methodology) have been simultaneously assessed using feeding strategies (i.e., pre-exercise CHO feeding and the different forms and combinations of CHO during exercise) commonly adopted by elite endurance athletes. We conclude 120 g·h-1 CHO (in a 1:0.8 ratio of maltodextrin or glucose:fructose) is a practically tolerable strategy to promote high CHO availability and oxidation during exercise.