Abstract
This article considers the interdisciplinary character of sports sciences, which holds a double challenge. On one hand, demonstrating how the analysis of a corpus of scientific texts contributes – without exhausting the magnitude of the scientific work – to a better knowledge of a field of interdisciplinary research: sports sciences. On the other hand, on a methodological level, tools and computer strategies have been developed in order to analyze textual data. This article reveals how interdisciplinarity explicitly appears in scientific papers, not only as a discussion topic, but also as an organizational watchword in sports sciences. Besides, the analysis of this corpus helps to finely characterize active forms of interdisciplinary work organized around hybrid disciplines or specific research subjects.
Interdisciplinarity is a recurrent theme in academic and scientific discussions, but its starting point can be traced back to the 1960s and 1970s. It appeared under the cover of reforms when university teaching was implicitly criticized – particularly in France, but not only–for questioning disciplinary specialization and hierarchical differences between disciplines. Besides, social evolution, as well as the social and political challenges of a more operational and globalizing reading of societal developments, contributed to a reflection on how to decompartmentalise knowledge. The Nice seminar, organized in France in 1970 under the aegis of the OECD (Organisation for Economic Co-operation and Development), marked a turning point in this reflection. The researchers mobilized on this occasion attempted to describe every possible way of practising interdisciplinarity, reflecting on the strength of ties that could be forged between the various disciplines – the question regarding the detection of disciplines being self-evident, as it were. However, reassessing interdisciplinarity invites questioning these very disciplines. As a matter of fact, the notion of “discipline” as a relevant area of scientific study is still being debated in the history and sociology of sciences. In broad outline, researchers oscillate between considering this scale of analysis as relevant (Ben-David and Collins, 1966; Hagström, 1970; Hargens and Felmlee, 1984), and disparaging it, preferring to turn to the “trans-epistemic arena” (Knorr-Cetina, 1982), or to the networks of scientific activity (Latour and Woolgar, 1979).
Reflecting on interdisciplinarity, and especially trying to bring it to light in a given scientific area, invites posing the problem of the ways it is apprehended. Three types of approaches can be detected. On one hand, we can find works in epistemology which make a point of defining a series of canonical forms. Thus, the study led within the OECD in 1970 certainly offers a plurality of definition modes of interdisciplinarity and many classification attempts (Heckhausen, 1972; Boisot, 1972; Piaget, 1972; Karpinski and Samson, 1972, Jantsch, 1972). Several forms of interdisciplinarity emerged, sometimes called “crossdisciplinarity” or “multidisciplinarity”.
On the other hand, other approaches (Sperber, 2012; Frodeman et al., 2010, to note the most recent ones), without necessarily sharing the same views, tend to question the means of reaching this interdisciplinarity; it is therefore essentially apprehended through the review of the difficulties met by researchers to reach this end.
A third form points to works far apart from the ones mentioned above because their authors refuse to take a prescriptive stand; these aim at detecting the realities of interdisciplinary work. Some authors try to objectify it through bibliometric measures (Prud’homme et al., 2012). They built a metrology of practices and attitudes towards interdisciplinarity based on indicators such as references, quotations and co-occurrence networks. They completed these quantitative data with interviews. Other authors, closer to an ethnographic tradition, try to follow researchers in the field of their various disciplines to be able to detect actual meeting points. In a study based on observations of the researchers’ work, Vinck (2000) brought to light different forms of interdisciplinarity (synergy, circulation, merging and confrontation), resulting from different coordination modes on the part of the actors in their research activities.
We suggest here a reflection on yet another means of bringing to light interdisciplinarity: through the analysis of scientific works. Studying a corpus of scientific papers could not show the coordination modes between interacting actors. However, this approach can clearly reveal how forms of interdisciplinarity implementation arise within a community with porous boundaries. “Sport sciences” have been developing in France since the early 1980s, essentially within the 74th CNU (University National Council) section known as STAPS (Sciences and Techniques of Physical and Sports Activities). They have often called for the crossing of disciplinary boundaries to fully understand sport and physical activities, and also issued strong disciplinary injunctions to guarantee top-level research activity. Regarding this latter point, the aim for excellence can be found in several “research policies”, but there may be more at stakes for some researchers concerned about the legitimacy of their CNU section.
The description of the ways to sustain this double injunction – aim for disciplinary excellence and work through interdisciplinarity – constitutes one of the “Trascinter” (TRAvail SCientifique INTERdisciplinaire) ANR (National Agency for Research) projects. Besides, the latter endeavours to contribute to the development of socio-computer science (Chateauraynaud, 2003). Therefore, it is appropriate to reflect on the ways to identify scientific disciplines through a corpus of articles and to detect the modes in which they meet. Such is the goal of this article highlighting two challenges. One regards interdisciplinarity: we believe that the analysis of scientific works contributes to a better understanding of this form of activity. If we consider the writing of an article as an activity where the analysis of the end product – the article itself – does not exhaust all the facets of the scientific work, we are examining a study being produced by researchers trying to give indications to their readers to show their attachment to interdisciplinarity and to one or several disciplines. The other challenge regards methodology: how to identify, through computer analysis, these disciplinary and interdisciplinary indicators.
Methodology
We have used the Prospero software (PROgramme de Sociologie Pragmatique, Expérimentale et Réflexive sur Ordinateur - © Doxa), because it makes it possible to build up dictionaries and indexation strategies fitting our preoccupations and thus reach quite a refined level in underlining the use of interdisciplinarity in our corpus of texts.
The latter brings together scientific writings on sports sciences. We created it on the basis of a specialized review, La Revue STAPS, which presents a double advantage: it has been publishing one issue a month since 1980 and it is multidisciplinary, aiming at grouping together all sports sciences. We managed to collect 542 scientific articles published between 1980 and 2008 through the Web site of the AFRAPS, 1 a learned society which published the magazine until 1999, and through the CAIRN Web site from 2001 on. The year 2000 was recovered with the help of the AFRAPS president. For each text, we filled in a few fields in the Prospero database to make it possible to filter the results of the survey: title, authors’ names, date and title of the magazine.
Prospero works with texts in natural language and can make an inventory of objects in the corpus – like entities, verbal relations, qualities and indicators which respectively refer to nominal and verbal forms, qualifiers and adverbs. On the other hand, the software can also perform various types of data clustering 2 . These take the form of fictitious beings (groups of synonyms), collections which, on taxonornic principles, group together entities sharing one or several common qualities, categories which group metonymical images together. Throughout this article, we shall define more precisely the work done on dictionaries to enter various forms of interdisciplinarity. This work is the result of moving back and forth between theoretical reflections on the elements that had to be built up for a reading of the texts and work on the actual contents of the texts. The challenge was to define sets of concepts made of lexical elements which could characterize a discipline.
We also carried out 12 interviews 3 with researchers-professors of sports sciences in various disciplines so as to test our dictionaries and our first hypotheses regarding interdisciplinary work. The continuous indexation work suggested by the Prospero software made it possible to build up disciplinary lexicons which we used in our interviews; in return, the interviews enabled us to enrich them.
This approach allowed us to underline two ways of approaching interdisciplinarity which we intend to specify. In the first, it is a subject of discussion or study as such and can be claimed to organize or acknowledge groups, and highlight a research study. In the second, we shall consider interdisciplinarity in action; that is to say, research which offer interdisciplinary activities and ways of sharing lexical elements. We shall demonstrate that this sharing takes place especially within disciplines which we will qualify as “hybrid”, across methods and subjects bordering on several disciplines. In each of these two, we shall analyze the modes of construction of the close interrelationship between the use of Prospero and our fundamental questioning on interdisciplinarity.
Detecting Interdisciplinarity in Texts
Explicit Forms of Interdisciplinary Indication
This can be understood as a particular form of scientific research. The various works on this subject show that they are an answer to scientific challenges (produce original forms of knowledge) and to social challenges (taking complex subjects into consideration). However, they also pose quite a number of practical problems; in particular, acknowledging the scientific validity of these approaches. This is the reason why scientists often feel the need to explicitly mention the interdisciplinary framework in which they work and to justify or comment on it. This clarifying is very meaningful in itself; it testifies to a positioning in the reference scientific world and is sometimes accompanied by a discussion on this type of work. Consequently, we first endeavoured to gather together a sub-corpus in which interdisciplinarity and its corollaries were explicitly mentioned.
Our first project was to create a fictitious “being” 4 including every possible way of qualifying interdisciplinarity, thus collecting all the texts explicitly including this notion.
As mentioned in the introduction, there are different ways of apprehending interdisciplinarity in its wider sense. As early as 1967, R. Bastide suggested the following research terminology: interdisciplinary, cross-cultural and multidisciplinary. The first one is brought about by an individual or a team “at the very point where various sciences meet”. The second one could be a study between researchers working in the same field, but coming from different cultures, or a study done by a researcher on a subject other than his own discipline. The third one may gather specialists from various disciplines or several researchers from the same field, but “each knowing a specific aspect of the problem […] Multidisciplinary research can be both interdisciplinary and cross-cultural, but every interdisciplinary or cross-cultural research is not necessarily multidisciplinary.”
Piaget (1972) establishes a three-level hierarchical distinction based on the degree of integration of interactions between disciplines. 1) The multidisciplinary level is characterized by the borrowing or importing of information from one science to another, without entailing changes in the original discipline. 2) At the interdisciplinary level, there is reciprocity in the exchanges, either between disciplines or between “the heterogeneous sectors of a single science” and “the total result is mutual benefit”. 3) At the cross-disciplinary level, the relationships between disciplines are said to be “within a global system devoid of clear-cut boundaries between disciplines”.
As for Palmade (1977), he identified eight forms of disciplinary relations. 1a) Multidisciplinary to differentiate a juxtaposition of disciplines: heterogeneous in one case and neighbouring in another. 1b) Multidisciplinary “when they are implemented around the study of a single issue”. 2) Auxiliary interdisciplinarity. 3) Intersecting and interdependent interdisciplinarity when there is “intersection between two disciplines and relatively localized interactions”. 4) Interlocking interdisciplinarity “when the objects of a discipline consist of the structure of the relationships between the objects of another discipline”. 5) Local cross-disciplinarity or cross-rationality. 6) Extended cross-disciplinarity. 7) General cross-disciplinarity, the position of mathematics and logics on any other science. 8) Co-disciplinarity “when a set of disciplines form a unit testifying of the specificity of each discipline”. Even though Palmade maintained the main terms, he often redefined them differently, even adding secondary themes to them and creating the notion of co-disciplinarity.
We can see here that a number of terms are used to denote various forms of interdisciplinarity. We chose to keep them all and dismiss nothing a priori, but to list them first and then pose the question of how actors call on them in their writings. Thus, to conform to the software requirements, we started detecting every possible generic term to qualify interdisciplinarity, along with their many phrasings: interdisciplinarity, multidisciplinarity, cross-disciplinarity, trans-disciplinarity, plural-disciplinarity, and juxtaposed-disciplinarity. We were able to do this by establishing a list based on our theoretical readings, but also on an analysis of the corpus. 5
We then attempted to detect the various expressions integrating the corresponding adjectives, using a formula 6 to find the entities followed by a category of formulas in which had been entered every possible qualification linked to the forms of interdisciplinarity (cross-disciplinary, multidisciplinary…):
Following this grouping operation, we were able to create a sub-corpus of 67 texts explicitly alluding to interdisciplinarity; these writings were to form part of the basis of our subsequent work.
However, one may wonder whether the explicit indication of interdisciplinarity is compatible with a disciplinary indication. To test this view, we qualified the texts whenever possible. Our knowledge in the field of sports sciences 7 sometimes enabled us to allocate a reference discipline to the various articles, but this was not always possible. According to the reference discipline, we filtered the uses of the fictitious being INTERDISCIPLINARITY@ and this revealed that some writings do not mobilize any explicit form of interdisciplinary indicator:
Among the writings which can be given a disciplinary qualification, it appears that those calling on explicit interdisciplinarity are generally part of “sciences of communication and information”, “educations sciences”, epistemology and psychoanalysis 8 – in other words, “institutional disciplines” built up on objects and claiming to be essentially interdisciplinary, thus generally proclaiming their interdisciplinarity. Nothing surprising or revealing there, but this evidence allowed us to validate the relevance of our fictitious being.
Indicating several disciplines
Nevertheless a number of texts may indicate an interdisciplinary approach without necessarily mentioning it explicitly. This creates two problems.
The first one regards identifying what we are looking for when trying to detect inter-disciplinary texts. To remedy the aporia of looking for texts from an a priori definition of interdisciplinarity whereas our study aims at highlighting its various forms, we chose to start from a minimal and unrestricting position: detecting texts which call on at least two different disciplines, whatever form they might take.
The second one is related to the way of detecting these disciplines in the texts. This raises the issue of how to define the boundaries of a discipline. This point is still being debated in the sociological literature. As mentioned above, authors may or may not consider this scale of analysis as relevant to report on scientific collective works. We certainly cannot decide on the matter a priori, but it is precisely through the study of shared disciplinary lexical cores that we can report on the configuration of the scientific works’ social forms (Grossetti, 2004) in the field of sports sciences. As a hypothesis, we can imagine that some areas in sports sciences show clear lexical homogeneity, thus testifying to a disciplinary “stability”, whereas others present more hybrid social forms from a lexical point of view. In short, through our lexical – and consequently epistemic – approach, we intend to report on the nature of social forms in sports sciences: weighty instituted disciplines or more reticulated and contingent organizational modes.
In this study, we opted for defining a specific lexicon for each scientific field. Prospero allowed us to define categories 9 which brought together a set of terms connected to metonymic images.
Thus defining a disciplinary lexicon raises epistemological as well as pragmatic questions. How should it be built up? How does one ensure its specificity? How to do you deal with polysemous and shared concepts?
Our proposition is based on the use of manuals specific to some scientific fields in order to work with their index. We then had interviews with specialists in the field to confirm this selection and constituted wide-ranging lists as well as restricted ones to eliminate every ambivalent entity.
Here is the list of entities for the Psychology category:
*ENTITIES*
Psychology
Psychologie cognitive
psychologie cognitive
systèmes dynamiques
système dynamique
Habileté motrice
Habiletés motrices
habileté motrice
habiletés motrices
Habiletés motrices
apprentissage moteur
affordance
imagerie mentale
préparation mentale
estime de soi
modalités visuelles
modalités proprioceptives
modalités visuelles et proprioceptives
relations émotion-cognition-action
apprentissages perceptifs
apprentissages sensori-moteurs
apprentissages perceptifs et sensori- moteurs
embryogenèse
développement du système nerveux
modélisation
modeling
systèmes multi-agents
épigenèse
relation émotion-prise de décision
prise de décision
Psychologie Clinique
psychologie clinique
anxiété
image du corps
personnalité
estime de soi
dynamique de soi
Psychologie sociale
psychologie sociale
stress
effet Pygmalion
représentations sociales
conduites sociales
hétérodocies sportives
partitions discursives
troubles du comportement
Psychopathologie
psychopathologie
stability
lien apprentissage moteur/performance
information process
motivation
attentional cost
coping strategy
self-esteem
conduct disorder
intellectual disability
bimanual
feedback
auto-determination/self-determination
auto-determination-self-determination
physical self
lien motivation/auto-
lien motivation-auto-handicap
The interesting point about a restricted list is that it avoids the trap of wide-ranging concepts. According to actors concerned, the word “transfer”, for example, appears in various research fields like the psychology of learning, management (transfer of competence…), or texts around a general theme (transfer of football players, etc.). Part of the ambiguities was dealt with through the creation of phrases: this operation made it possible to isolate a characteristic segment with a different meaning. By typing the phrase “field of vision”, we can both detect an entity which is meaningful for researchers working on perception and avoid including occurrences of the word “field” in a category related to Bourdieu’s sociology.
This arduous task was carried out on a number of the main scientific fields of the corpus: physiology, psychology, neurosciences, biomechanics, history, sociology, didactics and economy.
However, analyzing the actors’ words also means listing the resources they mobilize and it was most important for us to see whether or not these resources belonged to various lexical fields, from a disciplinary perspective, which would testify of a scientific mix. 10
When we crossed disciplines in pairs, we came up with a number of texts including, for example:
Biomechanics-physiology: 9 texts
Didactics-psychology: 70 texts
Didactics-sociology: 30 texts
Physiology-psychology: 20 texts
Neurosciences-physiology: 8 texts
Etc.
This new corpus gave us an opportunity to enrich the earlier one. It could be the subject of specific investigations.
These forms of lexicon sharing may disclose more or less “institutionalized” social forms specific to scientific work (laboratories, learned societies), reticulated and contingent forms (teams connected by a research contract, all kinds of networks), but also disciplinary or hybrid forms (through the degree of sharing disciplinary lexical cores).
Examples of Interdisciplinarity
These strategies of indexation and the mobilization of several software tools enabled us to identify several images used by researchers to mention and indicate interdisciplinary work. Far from claiming to have identified them all, we shall demonstrate how our methodology was able to analyze some of them.
Interdisciplinarity as a Subject for Study and Discussion
Among the 67 texts which explicitly mention interdisciplinarity, we can set aside those where it appears as a subject of study; the aim is to produce a sort of meta-knowledge about scientific knowledge itself. In this scenario, we can find studies questioning STAPS as an academic discipline: the way it is organized, the way it functions and the scientific methods at work in a field which is inherently multidisciplinary. We can notice epistemological analyses revealing the forms of interdisciplinarity expressed through sports sciences and their challenges. “What about it? Is there one specific object of study or many or none? Are there traditions of research and paradigms specific to STAPS? Is STAPS a science, a multidisciplinary knowledge, a set of heterogeneous rationalities or a plural science?” wonders Jarnet (2003). Other texts, more sociologically oriented, endeavour to study the more concrete aspects of scientific works, either through conflicts between actors or through cohabitation of knowledge with the users. Interdisciplinarity is then an object of study leading to a questioning of the relationship between the field of sports sciences and their main institutional support: STAPS.
The second category of texts aims at highlighting the importance of interdisciplinary work. In some cases, it is presented like a real watchword: interdisciplinarity is claimed as a privileged mode of scientific work. This category of texts was detected thanks to the use of deontic indicators. These imply a constraint, an obligation, normativity 11 . For example, we can find formulas such as:
The texts making use of these formulas take on a heavy challenge, in particular because they are facing disciplinary boundaries. For the researcher, the point is to defend a territory which he or she feels may be threatened and to confirm the importance of his or her scientific approach. In this case, interdisciplinarity is a case of scientific valorisation.
Finally, if researchers claim the need for an interdisciplinary approach, it is also due to social requirements and the necessity to face more and more complex issues that often reach far beyond their disciplinary boundaries. For example, according to some authors, the need to understand school mechanisms – especially those related to learning – and to report on the problems associated with them, inevitably leads a call on interdisciplinary analysis or they might not be able to account for the complexity of the phenomena they have observed.
Whereas some texts remain at a general level as regards the interdisciplinary work to be produced, others explicitly refer to interdisciplinarity to qualify a scientific study expounded in an article they are presenting. It should be noticed that interdisciplinary scientific work is justified by some research subjects especially suited to this form of analysis.
This multidisciplinary approach will make it possible to bring together various components of performance and to relate the different factors under study. This analysis combined with results will help us better understand the causes or the context likely to favour addictive practices with young sportsmen. [STAPS01B01/ Authors: Mille-Hamard, Garcin, Billat, Lhermitte and Reveillère / 01/11/2001]
Finally, some fields of study appear inherently interdisciplinary. These “disciplines” are founded on the basis of integrating several scientific patterns. This seems to be the case of sports management, didactics, biomechanics and more recent approaches like cognitive anthropology and dynamic systems.
This first level of analysis reveals two major aspects of interdisciplinarity. On one hand, its questioning suggests how difficult it may be to define it concretely or at least to associate it to the reality of interdisciplinary activity. On the other hand, it is very often mentioned in relationship with its use as a means of organizing social forms of scientific activity. Therefore, like Vinck (2000), we can wonder at the frequent use of the word “interdisciplinarity” for organizational ends, while the processes underlying this notion remain unclear. Even though our investigation would deserve further deepening, it seems to us that this paradox potentially reveals one of the images which allow some of the actors using interdisciplinarity as an organizational watchword to create asymmetric relationships with other protagonists of sports sciences.
Ambivalence of Hybrid Disciplines - The Case of Didactics
Didactics appears as a particularly interesting example of hybrid disciplines; that is to say, a discipline offering plural disciplinary lexicons. In other words, and in the meaning given to this notion by Ben-David’s science studies (1991), as well as by Akrich, Callon and Latour (2006), it allows the mix of several lexical roots – a mix leading to a new epistemic form and thus revealing shared concepts, methods or subjects. This epistemic process is inherently related to the context of the social challenges involved in sports sciences. Indeed, as confirmed by the interviews and earlier works on the subject (Terral, 2003), since the 1980s didactics has been trying to establish itself as a full scientific discipline. In the field of Education Physique (EP), the integration of an EP section into the INRP 12 in 1981 marked the beginning of a set of research projects that authors tried to structure in order to acquire scientific visibility.
If we consider the disciplinary corpus of 55 texts on didactics – explicitly within the scope of a research of a didactic type 13 - we can notice that they have many subjects in common with social sciences (representation, interaction, culture, fields, standards, professional identity, network, conflict, domination), but also with psychology (perception, motivation, concept of self, self-esteem, personality, information processing, motor skills, cognition/cognitive process, verbalization, anticipation, anxiety, leadership and learning). One of the identities frequently used in the didactic corpus and pointing at the psychological lexicon is the notion of learning. This word highlights the subject of didactics, which is classically defined as a “study of the teaching-learning processes”. However, it also refers to the field of psychology and is related to other concepts: processes, knowledge, behaviour, development… As a common subject, we can find several statements where it is quite difficult to perceive whether this term should be read in its classic didactical meaning, or as a psychological concept.
In what way does didactics differ from a more psychological work? To answer this question, we need to refer to our survey with actors. People qualifying themselves as specialists in didactics show some hesitations. A young PhD student who was asked in what scientific field she was working answered:
I study didactics, but I would not want to position myself in a scientific field. Whenever necessary, I use the concepts I need to analyse problems in the field – concepts borrowed from psychology, sociology or physiology. Later, I may use them again to find answers to my own interrogations regarding concrete teaching problems.
A confirmed researcher in didactics explained his attempts at “working in psycho-sociology and sometimes coming close to qualitative sociology”, thus testifying of a bordering position in his disciplinary field. Researchers claiming their affiliation to psychology make a distinction from didactics according to two criteria. The first regards the ultimate aim of didactic research which, according to them, is mainly to formulate explicit prescriptions to take action. The second stresses the fact that the methods used by researchers in didactics are attached to their environmental area and could not bear the rigour of experimental protocols.
As the Prospero software mainly aims at testing intuitions and inviting experiences on texts, we followed the latter lead.
The Experimental Method as a Shared Working Mode
Our survey underlines the fact that specialists in didactics often insist on the need to distance themselves from rigid experimental methods that would be out of context from actual teaching conditions and praise the possibilities of environmental situations. However, like many other disciplines, many of the 55 texts from the didactic corpus mobilize a lexicon which strictly fits the experimental request. Indeed, despite the multidisciplinarity of the review, our Experimental Sciences category 14 is exhibited in some 493 texts out of 542 belonging to this category, while the STAPS magazine includes many articles on history or social sciences, for example, thus showing a wider variety of scientific methods. The words “experience, test, correlation, threshold, experimenting…” recur quite often:
Not surprisingly, articles on physiology and biomechanics consistently contribute to this category. If we turn to psychology, a field with more qualitative movements (clinical psychology or psychoanalysis) and more or less experimental branches like social psychology, we can count 123 texts out of the 223 entered in this category; that is, 55 percent.
To illustrate and further develop this analysis, let us take a text signed by two lecturers who, when interviewed, respectively claimed to be a sociologist and a psychologist (in the field of clinical and/or social psychology). The article, titled « The Weight of Social Context on Representations of a Curriculum: The Specificities of Physical Education in Primary Schools”, is structured on the model of an article in experimental sciences: Introduction – Theoretical framing and problematic – Method – Results – Discussion – Conclusion. If we focus on the “Method” part, we can see that it is made up of variables, sample, data collection and data processing.
This article, written in 1998, seems to illustrate a process we identified in our earlier works on the study of controversies in sports sciences (Terral, 2003). A large number of actors in non-experimental sciences (disciplinary sciences like history, sociology, clinical psychology…or interdisciplinary sciences like didactics and dynamic decision theory) complained about the hegemony of experimental science (see among others Biache, 1989; Le Pogam, 1998; Midol, 1998). A socio-computer analysis allows us to go beyond the simple study of discourses on science and testify to directly measurable influences from scientific texts.
Boundary Objects
Star and Griesemer (1989), and later Fujimura (1992), developed the concept of “boundary objects” to refer to objects favouring interactions between scientists and their partners. They have both social and cognitive qualities in as much as they reconcile contrasted local social interests, but also make it possible to resolve tensions between local intellectual and cultural viewpoints, on one hand, and the need for general results on the other. In this context, boundary objects are meant as objects bring together various scientific fields. This image of interdisciplinarity in our corpus encouraged us to study the presence of many disciplinary lexicons in a single article. We thus detected several texts showing disciplinary crossings referring to a number of defined objects. We started detecting these objects through crossing lexicons related to various categories such as physiology, biomechanics, psychology, etc. (see the two screenshot below). In each of the “bi-disciplinary” sub-corpus thus obtained, we tried to find out how the main representatives of the categories were mobilized.
In the first screenshot, propulsion is the most represented entity of the Biomechanics category. For the Physiology category, it is a matter of energy cost. This entity appears in two texts within the sub-corpus. Reading them enables us to specify the way interdisciplinarity was implemented around this concept of energy cost:
From this perspective, we shall share, a priori, McMahon’s viewpoint (1984, Muscles, Reflexes, and Locomotion). According to him, to understand the way muscles function, it is quite as useful – thanks to the cross-perspectives offered by physics and biology – to consider the mechanical viewpoint as the biochemical and histological viewpoints. [STAPS01101i/ Author: Thys / date:01/01/2001]
The article, titled “The Place of Mechanical Energy in Determining the Energy Cost of Locomotion”, offers an approach where the contributions of the mechanical parameters of movement are analysed according to a biological variable – the energy cost 15 – while walking and running. A similar analysis operated on the various combinations of disciplines shows quite a number of these interdisciplinary “boundary-objects”: energy cost, but also closely related notions like “output” or “tiredness” (in the corpus where biomechanics is crossed with physiology), “stress” (in the corpus where psychology is crossed with physiology), “motor coordination” (psychology and biomechanics) or else “mental imaging” (psychology and neurosciences). Sometimes it is a matter of analysing a phenomenon through different levels of description. In other articles, the point is to study the influence by factors related to a disciplinary field upon other factors related to another field (as in our example on energy cost). In yet other cases, it is a matter of objectifying a description level relatively difficult to observe with variables and factors mobilized from another discipline. For example, this is the case of studies of stress in which physiological indicators testify for unobservable psychological processes.
This type of research positions the researcher in an area of interdisciplinary work which is not always easy to situate from a scientific point of view. We interviewed a researcher working on this type of studies and he said:
The themes of my research regard indicators of tiredness – well, at first they were indicators of tiredness related to overtraining, so I coupled physiological and psychological indicators (…). But then, you get criticized from both sides. When I participate in a physiology congress, I get slightly criticized because I bring in psychology and the same happens when I participate in a psychology congress: I get criticized because my presentations cannot be fully labelled as psychology. (E12)
This interview is a clear illustration of the tension existing between interdisciplinarity as a watchword and interdisciplinarity in action. Indeed, even though it is encouraged by various science “managers” – who can be found in laboratories or learned societies, in politics, etc. – it remains difficult to situate it on the academic scene, in particular as regards the evaluation of scientific works. This is partly due to “disciplinary powers” in some areas of the scientific work.
Conclusion
It appears that the constraints of interdisciplinary work are posed in scientific terms (how to make disciplinary traditions coexist), but also in practical terms (increased visibility of interdisciplinary research).
Through the use of socio-computer tools, our work offers means of describing how interdisciplinary operations are staged. Our approach makes it possible to penetrate in detail the epistemic work of science hybridization in relation to the dynamics of the social forms of scientific activity (Grossetti, 2004), as already underlined by several authors (Ben-David, 1991; Akrich, Latour and Callon; 2006).
Due to the dynamics of the social forms of scientific activity, interdisciplinarity is carried out in different ways and sometimes with difficulty. It seems to us that it does not fit singular forms and highlights instead the plural aspects of scientific activity. We have tried to define this plurality via an epistemic approach focused on the sharing of disciplinary lexical cores, revealing various hybridization aspects. Thus, didactics, for example, appears as a discipline (at least, this entity considers itself as such) which borrows concepts and research objects mainly from psychology. Sports sciences appear as an area where the experimental scheme (Terral, 2003) for the production of knowledge is very present, much more so than the classic so-called “experimental sciences” aimed at controlling variables and experimenting in laboratories. And finally, this research sector of sports sciences also appears as one of the areas where objects (like stress or tiredness, for example) are shared by scientists affiliated to different scientific disciplines.
However, this epistemic approach also reveals how difficult it may be to define the great diversity of processes underlying interdisciplinary work. But then the study of the explicit use of this notion is interesting because it points to the paradox of a frequent use of the term “interdisciplinarity” for organizational ends (watchword aiming at uniting a smaller or larger area: laboratory, paradigm, discipline, university department), whereas the clarification of the processes underlying this notion is far from easy. Indeed, as we develop it in another article (Collinet, Terral and Trabal, in press), researchers in sports sciences mobilize an explicit use of interdisciplinarity related to institutional preoccupations. Besides a vague attempt to redirect scientific work – in particular to establish a more direct connection with social demand or pressure (especially concerning EP issues) – interdisciplinarity is also associated to a will to defend one’s territory: defend a paradigm, as in the case of didactics, for example: defend a discipline; or defend STAPS globally as a university department. In other words, to speak of interdisciplinarity explicitly to advocate a new scientific organization means de facto to position oneself as a “meta” – we could even say as a “manager” or a “leader”. Thus, a new direction for investigation opens up for us and could be dealt with through socio-computer science; for example, tracking down deontic images or even managerial rhetoric as can be found in programmatic discourses on science.
