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EDITORIAL
‘‘Workload’’ time to abandon?
As sport and exercise scientists, we are interested in
the scientific study of factors that influence the ability
to perform exercise. This study could be from the
standpoint of individual disciplines such as biome-
chanics, nutrition, physiology or psychology, but
increasingly approaches tend to be inter- or multi-
disciplinary. Irrespective of the approach, we are
bound by the principles of science and in particular
the Syste`me International d’Unite´s, or SI as it is
more commonly known to native speakers of
English. This system is characterized by universally
agreed terms and their associated quantities, units,
and symbols. Indeed, this is the name given to the
Royal Society’s 54-page handbook that was pub-
lished in 1975 by the Society’s Symbols Committee.
An important part of our work involves assess-
ments of individuals’ abilities to perform exercise,
which in turn requires the design and completion of
exercise challenges. These challenges can then
quantify the severity with which someone was
exercising or the ‘‘amount’’ of exercise that they
could perform to explore how they respond and
adapt to such exercise.
In spite of its shortcomings highlighted by
Knuttgen (1978) nearly 30 years ago, the term
‘‘workload’’ is still frequently though erroneously
used to indicate severity. Let us consider the term
carefully. The first part ‘‘work’’ implies that
mechanical work was done. That is, when:
A force moves its point of application such that
some resolved part of the displacement lies along
the line of action of that force.
(Hopper, 1973, p. 121)
In essence, it is calculated as the product of the
force in newtons (N) multiplied by the distance (m)
through which the force was applied and the units are
joules (J). In ‘‘workload’’, the implication is that
‘‘load’’ is the resistance experienced during the
performance of the work, and hence should be
referred to in newtons. For isometric activity, there is
no external mechanical work done, so ‘‘workload’’ is
simply inapplicable.
Moreover, it is not the mechanical work that is
necessarily important, it is the rate with which the
work is performed that is key. This is mechanical
power and the units are J s
71
, i.e. watts (W).
In the case of cycle ergometry, it is common to
read in a manuscript’s methods section, ‘‘The initial
workload was 100 W and this was increased by x W
per minute until the participant reached volitional
exhaustion’’. Similarly, in the context of running it is
not unusual to read something like, ‘‘Participants ran
at a workload of 10 km h
71
’’. These are units of
speed, not work or load. In both of these examples,
the use of the term ‘‘workload’’ is simply incorrect;
its use does not conform to the principles of the SI.
So, what is the alternative? Remember, we are
trying to describe the severity with which someone is
exercising. A suitable term is ‘‘intensity’’, a term that
was advocated by Knuttgen (1978). This term has
been adopted by some physiologists to describe
domains of exercise as moderate, heavy, very heavy,
and severe (Whipp, 1996). These domains are
categorized according to oxygen up take and con-
centrations of blood lactate and H
þ
. In fact, these are
not intens ities per se; they are physiological effects of
different intens ities.
The term ‘‘intensity’’ is universal and can be used
to describe all forms of exercise. It is only the units
that change according to the circumstances: new-
tons for isometric activity, watts for instance during
cycling, and metres per second (speed) for say
running and swimming. Moreover, the intensities
can be expressed as a percentage of maximal values
(i.e. maximal force, maximal power or maximal
speed). It is tempting to express physiological
responses such as heart rate and oxygen uptake as
proportions of their respective maxima. This might
be permissible for intensities performed at steady
state that is, with little or no contribution from
anaerobic mechanisms but when anaerobic meta-
bolism does contribute and the slow-component of
oxygen uptake occurs, permission has to be re-
scinded.
Ratings of perceived exertion can be used to gauge
an individual’s perceptions of severity to imposed
intensities (Borg, 1998).
The expression ‘‘intensity of exe rcise’’ should be
used to describe exercise challenges and the term
‘‘workload’’ should be banished from the lexicon of
exercise sciences. It is exceptionally rare if it occurs
Journal of Sports Sciences, December 2006; 24(12): 1237 1238
ISSN 0264-0414 print/ISSN 1466-447X online Ó 2006 Taylor & Francis
DOI: 10.1080/02640410601072757
at all for the use of the term fully to match the
principles and detail of the SI. ‘‘Intensity’’ can be
used universally that is, irrespective of the form of
exercise. The adoption of the term means that
biomechanical, nutritional, physiological, and psy-
chological effects of exercise can be examined from a
firmer scientific base.
EDWARD WINTER
Sport Performance Section Editor
E-mail: e.m.winter@shu.ac.uk
References
Borg, G. (1998). Borg’s Perceived Exertion and Pain Scales.
Champaign, IL: Human Kinetics.
Hopper, B. J. (1973). The mechanics of human movement. London:
Crosby, Lockwood, Staples.
Knuttgen, H. G. (1978). Force, work, power and exercise.
Medicine and Science in Sports, 10, 227 228.
Whipp, B. J. (1996). Domains of aerobic function and their
limiting parameters. In J. M. Steinacker & S. A. Ward (Eds.),
The physiology and pathophysiology of exercise tolerance (pp. 83
89). New York: Plenum Press.
1238 Editorial
... Many review articles in sports medicine and science have identified misuse of biomechanical terms when quantifying athletes' performance and psychobiological responses to exercise (17,18,25,37,(40)(41)(42)(43). Despite these commentaries, the This article aims to present and discuss the definitions and quantification of external and internal loads in sports science, providing a rationale why, from a biomechanical point of view, they are considered inaccurate and inappropriate terms in the quantification of athletes' performance and the psychobiological responses. ...
... The misuse of these terms (i.e., work and load) in sport and exercise science has been previously addressed (37,41). In biomechanics, load is a term that refers to a force and work is done when a force moves an object through a displacement in the direction of the force. ...
... Additional mechanical inconsistency on the definition of external training load, includes using the term workload (17). Previous commentaries have already highlighted that this term is nonsensical and should not be used to describe exercise performance (17,41). When using the term workload, can refer to (a) the load or force applied, reported in newtons (N), or (b) the amount of work performed, reported in joules (J) (17). ...
Article
Full-text available
The current paper discusses the concepts and definitions of external and internal loads in sports science and the quantification of athletes' performance and psychobiological responses. We provide practical solutions for improving human performance assessment by suggesting related terms and consistent terminology that align with biomechanical standards. This will help to avoid discrepancies in the meaning of terms across various subdisciplines of sport and exercise science and medicine. Where possible, exercise performance should be characterized and quantified according to physical quantities such as time, distance, displacement, speed, velocity, acceleration, force, torque, work, power, and the International System of Units. These quantifications can be performed for exercises, sessions, microcycles, and mesocycles. Standardization of these terms and measurements would enable consistent communication among scientists of all knowledge areas.
... Nevertheless, watts and km$h 21 are not units of workload, but power and speed, respectively. Therefore, in both examples, the term workload is incorrect (21). ...
... Winter (21), problems with using this specific term (i.e., workload) in the exercise performance assessment remain. Therefore, the present article discusses the problems regarding using the term workload in the exercise performance assessment. ...
... The unit of work in the SI is the joule (J), which results from the product of a newton and a meter (N$m). Otherwise, load is a term that refers to the weight force of an object or to an external or internal force that may be applied in a specified direction, and, when using the SI, the outcome measure must be reported in newtons (N) (20,21). ...
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Because of fundamental mechanical misconceptions, workload is a contested and nonsensical term that has been erroneously used in sports science literature. When the term workload is used, readers may interpret the term to mean: (a) load, referring to the weight force of an object, or an external or internal force, applied in a specified direction and, when using the International System of Units (SI), the outcome measure must be reported in newtons, or (b) the amount of work performed, which should be reported in joules. Solutions consistent with the SI and using proper scientific terminology are simple and would improve the advancement and use of knowledge in sports science. During an endurance training program, exercise duration, relative or absolute mean velocity, distance traveled, and power output are manipulated. Within strength and power training programs, variables to be considered are repetitions and sets, rest period durations, and the load lifted. In team sports, performance quantification includes displacement, distance traveled, velocity, and acceleration. These physical quantities should replace the vague and inaccurate term workload. The quantification of physical performance should be accomplished using the SI for clarity of communication and seamless use across all subdisciplines of sports science.
... 1 Importantly, terms and nomenclature used to describe exercise should abide by the Système International d'Unités (SI). 2 Yet for decades there has been ongoing debate regarding misuse use of terminology in sport and exercise science. [1][2][3][4][5][6] For example, Knuttgen and Kraemer 5 reminded sport and exercise scientists that an isometric muscle 'contraction' is not possible. The term 'contraction' means to shorten and in isometric activity there is no movement. ...
... Accordingly, the scientific use of the term 'workload' is completely nonsensical and should be "banished from the lexicon of exercise sciences." 2,6 However, it seems that the message hasn't been adhered to by sport and exercise scientists. More than ever, studies are being published with the use of the term 'workload' and/or incorrect use of the term Bourdon et al., 10 The above statement includes a number of errors. ...
... The Oxford English Dictionary defines 'load' in a number of different ways. For example, 'load' is defined as a countable noun, J o u r n a l P r e -p r o o f Journal Pre-proof 6 Misuse of the term 'load' in sport and exercise science which describes "something that is being carried (usually in large amounts) by a person, vehicle, etc.". 31 For example, "the truck is carrying a heavy load". However, 'load' can also represent a burden placed on a person, structure, machine or system and is defined as, "an amount of work that a person or machine has to do". 31 For example, "She has a heavy teaching load." ...
Article
Full-text available
Despite the International System of Units (SI), as well as several publications guiding researchers on correct use of terminology, there continues to be widespread misuse of mechanical terms such as ‘work’ in sport and exercise science. A growing concern is the misuse of the term ‘load’. Terms such as ‘training load’ and ‘PlayerLoad’ are popular in sport and exercise science vernacular. However, a ‘load’ is a mechanical variable which, when used appropriately, describes a force and therefore should be accompanied with the SI-derived unit of the newton (N). It is tempting to accept popular terms and nomenclature as scientific. However, scientists are obliged to abide by the SI and must pay close attention to scientific constructs. This communication presents a critical reflection on the use of the term ‘load’ in sport and exercise science. We present ways in which the use of this term breaches principles of science and provide practical solutions for ongoing use in research and practice.
... The scientific terms load and workload in sport and exercise science are broad, simplistic, and regularly misused [2,3]. The commonly used term training load refers to an athlete's physiological and biomechanical stress, sometimes also incorporating psychological stress [1]. ...
... Training load summarises the external load that is prescribed to an athlete, while internal load can be considered the athlete's response to the external load [4]. It should be noted that when referring to both internal and external load, the term load can be considered misleading from a purists perspective as external load is being used to describe parameters such as linear full-body speed or power, while internal load refers to heart rate or self-reported measures of perceived exertion, which are not by definition, mechanical loads [2]. Despite this, there appears to be general acceptance in the sport and exercise science community that the physiological and biomechanical components of training load comprise exercise volume and intensity [3]. ...
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The adoption of computer vision pose estimation approaches, used to identify keypoint locations which are intended to reflect the necessary anatomical landmarks relied upon by biomechanists for musculoskeletal modelling, has gained increasing traction in recent years. This uptake has been further accelerated by keypoint use as inputs into machine learning models used to estimate biomechanical parameters such as ground reaction forces (GRFs) in the absence of instrumentation required for direct measurement. This study first aimed to investigate the keypoint detection rate of three open-source pose estimation models (AlphaPose, BlazePose, and OpenPose) across varying movements, camera views, and trial lengths. Second, this study aimed to assess the suitability and interchangeability of keypoints detected by each pose estimation model when used as inputs into machine learning models for the estimation of GRFs. The keypoint detection rate of BlazePose was distinctly lower than that of AlphaPose and OpenPose. All pose estimation models achieved a high keypoint detection rate at the centre of an image frame and a lower detection rate in the true sagittal plane camera field of view, compared with slightly anteriorly or posteriorly located quasi-sagittal plane camera views. The three-dimensional ground reaction force, instantaneous loading rate, and peak force for running could be estimated using the keypoints of all three pose estimation models. However, only AlphaPose and OpenPose keypoints could be used interchangeably with a machine learning model trained to estimate GRFs based on AlphaPose keypoints resulting in a high estimation accuracy when OpenPose keypoints were used as inputs and vice versa. The findings of this study highlight the need for further evaluation of computer vision-based pose estimation models for application in biomechanical human modelling, and the limitations of machine learning-based GRF estimation models that rely on 2D keypoints. This is of particular relevance given that machine learning models informing athlete monitoring guidelines are being developed for application related to athlete well-being.
... Considering these definitions, when the term "workload" is employed, readers may be misled. Specifically, readers may interpret "load" as the resistance experienced during the performance, and expect the outcome measure to be reported in newtons [4]. We are aware of the metric called 'acute:chronic workload ratio' that the authors mention is gaining substantial relevance in the sports science literature. ...
... We are aware of the metric called 'acute:chronic workload ratio' that the authors mention is gaining substantial relevance in the sports science literature. However, in 2006, the term 'workload' was proposed to be banished from the lexicon of exercise sciences [4]. Instead of workload, we simply propose the use of "training load", which was even used in the title of the article [1]. ...
... Most sports science research groups term the responses as exercise and the training or match stimuli as internal and external load, workload, or training load, respectively [1,[4][5][6][7]. We acknowledged that this terminology might be misleading considering the mechanical concepts where the load is weight or resistance, which is expressed in Newtons (N), as defined by the Système International d'Unites (SI), as various other research groups have indicated [8][9][10][11]. In order to cover the literature comprehensively, the terms external and internal load were included during the search process and are further used throughout this systematic review, but with their meaning as outlined in Figure 1. ...
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Citation: Helwig, J.; Diels, J.; Röll, M.; Mahler, H.; Gollhofer, A.; Roecker, K.; Willwacher, S. Relationships between External, Wearable Sensor-Based, and Internal Parameters: A Systematic Review. Sensors 2023, 23, 827. Abstract: Micro electro-mechanical systems (MEMS) are used to record training and match play of intermittent team sport athletes. Paired with estimates of internal responses or adaptations to exercise, practitioners gain insight into players' dose-response relationship which facilitates the prescription of the training stimuli to optimize performance, prevent injuries, and to guide rehabilitation processes. A systematic review on the relationship between external, wearable-based, and internal parameters in team sport athletes, compliant with the PRISMA guidelines, was conducted. The literature research was performed from earliest record to 1 September 2020 using the databases PubMed, Web of Science, CINAHL, and SportDISCUS. A total of 66 full-text articles were reviewed encompassing 1541 athletes. About 109 different relationships between variables have been reviewed. The most investigated relationship across sports was found between (session) rating of perceived exertion ((session-)RPE) and PlayerLoad™ (PL) with, predominantly, moderate to strong associations (r = 0.49-0.84). Relationships between internal parameters and highly dynamic, anaerobic movements were heterogenous. Relationships between average heart rate (HR), Edward's and Banister's training impulse (TRIMP) seem to be reflected in parameters of overall activity such as PL and TD for running-intensive team sports. PL may further be suitable to estimate the overall subjective perception. To identify high fine-structured loading-relative to a certain type of sport-more specific measures and devices are needed. Individualization of parameters could be helpful to enhance practicality.
... It reports an arbitrary unit that represents the total volume and intensity of all accelerations and decelerations over a given epoch, thereby giving an idea of the overall load that was placed on the body. The term "body load" may be misleading (Winter, 2006), and will therefore be identified as "aggregated body demands". ...
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The match-play demands of Rugby Union have increased over time, and these demands should be quantified so as to provide a basis for optimal player loading during training. The primary aim of the study this article was to quantify accelerations, decelerations, impacts and aggregated body demands during the first half of match-play in a Super Rugby team. The secondary aim was to determine whether these characteristics are position specific. Thirty-three players were monitored for 14 matches using global positioning system units with inbuilt micro technology. Players were grouped according to positional roles and data were analysed for those who completed the entire duration of the first half of a given match. Forwards sustained more (d = 0.44) high-intensity impacts and greater (d = 0.26) aggregated body demands, while backs had more moderate (d = 0.55) and heavy accelerations (d = 0.76), and moderate (d = 0.23) and heavy decelerations (d = 0.54). These differences suggest that conditioning and recovery strategies should reflect the physical demands placed on players in different playing positions. Forwards should be conditioned with a focus on impacts because they require longer recovery for the same duration of playing time, whereas conditioning for backs should emphasise rapid accelerations and decelerations.
... Finally, consideration is given to this term, a term that blights sport and exercise science. It has been the feature of an editorial in this Journal (Winter, 2006). In brief, it is nonsensical. ...
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Sport and exercise scientists have a common focus: the scientific study of factors that influence our ability to perform exercise or physical activity. As a result, this ability is assessed and hence quantified. Accordingly, definitions of exercise and related terms and nomenclature that describe the performance of exercise must adhere to principles of science and satisfy the Systeme International d'Unites (SI) that was adopted universally in 1960. Frequently, these requirements are not met. The aims of this review are twofold: (1) to identify instances of non-compliance and (2) propose universal definitions of exercise and related terms and nomenclature that do conform to the SI and apply to exercise and physical activity that encompasses elite-standard competitive sport, activities of daily living, and clinical applications in rehabilitation and public health. A definition of exercise is offered: a potential disruption to homeostasis by muscle activity that is either exclusively, or in combination, concentric, eccentric or isometric.
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In spite of the Système International d'Unitès (SI) that was published in 1960, there continues to be widespread misuse of the terms and nomenclature of mechanics in descriptions of exercise performance. Misuse applies principally to failure to distinguish between mass and weight, velocity and speed, and especially the terms "work" and "power." These terms are incorrectly applied across the spectrum from high-intensity short-duration to long-duration endurance exercise. This review identifies these misapplications and proposes solutions. Solutions include adoption of the term "intensity" in descriptions and categorisations of challenge imposed on an individual as they perform exercise, followed by correct use of SI terms and units appropriate to the specific kind of exercise performed. Such adoption must occur by authors and reviewers of sport and exercise research reports to satisfy the principles and practices of science and for the field to advance.
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This statement was approved by the Board of Editors of the Journal on May 24, 1978. It will be an editorial policy of the Journal that all authors submitting manuscripts adhere to the directives contained. The attention of readers is also directed to the revised Information for Authors section as appears on pages xi and xii of this issue of the Journal. Included is the directive that the SI (Systeme International d’Unites) shall be the system of units of measurement employed in MEDICINE AND SCIENCE IN SPORTS
Chapter
Aerobic energy transfer during muscular exercise requires that hydrogen atoms be “stripped” out of previously stored substrate molecules, and their component proton and electrons put to work to generate ATP in the mitochondrial electron transport chain. The electron flow is used to supply the redox potential necessary to establish the transmembrane proton gradients which subsequently power the phosphorylation. These reactions require oxygen as the terminal electron transport chain oxidant. Consequently, the ability to sustain muscular exercise is dependent in large part on the body’s ability to transport oxygen from the atmosphere to the cytochrome oxidase terminus of the mitochondrial electron transport chain. The time course of pulmonary O2 uptake (̇VO2) at high work rates should therefore be considered a major index of systemic O2 transport function. It is perhaps surprising, therefore, how little attention has been paid to the physiological control inferences which may be drawn from the nonsteady-state response profiles of ̇VO2. Such determinations are likely to be revealing, as the bulk of the control information regarding a physiological system resides in its transient rather than its steady-state behavior.