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HUMAN–COMPUTER INTERACTION, 2005, Volume 20, pp.353–402 Copyright © 2005, Lawrence Erlbaum Associates, Inc. Complex Mediation Susanne Bødker and Peter Bøgh Andersen University of Aarhus ABSTRACT Thisarticlehasitsstartingpointinalargenumberofempiricalfindingsregard- ingcomputer-mediatedwork.Theseempiricalfindingshavechallengedourun- derstandingoftheroleofmediationinsuchwork;ontheonehandasanaspectof communicationandcooperationatworkandontheotherhandasanaspectof humanengagementwithinstrumentsofwork.Onthebasisofpreviousworkin activity-theoretical and semiotic human–computer interaction, we propose a modeltoencompassbothoftheseaspects.Inadialoguewithourempiricalfind- ingswemoveontoproposeanumberoftypesofmediationthathavehelpedto enrichourunderstandingofmediatedworkandthedesignofcomputermedia- tion for such work. 1. INTRODUCTION Wehavebothworkedformanyyearstoprovideatheoreticalbasisforhu- man–computerinteraction(HCI):oneofuswithsemiotics,theotherwithac- tivitytheory.Wehavefoundthatthenotionofmediationisusefulfrombothof Susanne Bødker is a computer scientist with an interest in HCI and activity theory;sheisaprofessorintheDepartmentofComputerScienceatUniversity of Aarhus. Peter Bøgh Andersen is a linguist with an interest in HCI and semiotics; he is a professor in the Department of Information and Media Studies at University of Aarhus. 354 BØDKER AND ANDERSEN CONTENTS 1. INTRODUCTION 2. BASIC CONCEPTS 3. THE MODEL 3.1. Mediation 3.2. Slots and Fillers 3.3. Instrumental and Semiotic Actions 3.4. Expectations Functional Categories Meaningfulness Morphing Mixed Forms 4. CO-OCCURRING MEDIATORS 4.1. Juxtaposition of Mediators 4.2. Language as Mediator 5. DIFFERENT KINDS OF OBJECTS AND THE DIVISION OF LABOR 4.1. Metonymical Mediation 4.2. The Division of Labor 6. LEVELS 7. CHAINS 8. MULTI-MEDIATION 9. CONCLUSION AND FUTURE RESEARCH 9.1. Design Methods 9.2. Relations Between Instrumental and Semiotic Processes 9.3. Developmental Issues these theoretical perspectives in understanding HCI (computer-mediated work).Inrecentyears,ithasbecomemoreandmoreclear,however,thatthe concept of mediation needs to be nuanced and extended to deal with the complexworldsofmultiplemediationthatsurroundhumanbeings.Ourob- servationssuggestthatreallifemediationisheterogeneous(comprisingnotonly traditionalcontrolsanddisplays,aswellaspicturesandtexts,butalsoconver- sations and entire activities); dynamic (mediators change through time); and consistsofwebsofmediators,eitherusedsimultaneously,connectedinchains,or organizedinlevels,eitherduetodifferentlevelsofautomationortodifferent purposes of the activity. In addition, most activities involve instrumental (tools, machinery) as well as semiotic mediation (displays, conversation). In thisarticleweapproachamoredetailedunderstandingofhowwemaycon- ceptualizesuchmultitudesofmediators,purposes,andactors.Throughthis, we provide a richer set of concepts to understand mediation, based on semiotics and activity theory. COMPLEX MEDIATION 355 Weparticularlyfocusontheinterplaybetweeninstrumentalandsemiotic activities.Svanæs(n.d.)recentlyclaimedthatHCIhaslackedintegrationof communicationandphysicaldoing,ofsymbolicandnonsymbolicintegration. Thisisevenwhenconsideringthemostrecentpostcognitivisticframeworks (activitytheory,computersemiotics)andsuggestionsbySuchman(1987)and WinogradandFlores(1986),havelackedintegrationofcommunicationand physicaldoing,ofsymbolicandnonsymbolicinteraction.Althoughweonly partiallyagreewithSvanæs,wedothinkthereisaproblem.Theproblemisnot oneofdata,becausethereareseveralworkstudiesthatinfactdoprovideac- countsofinstrumental,communicative,andcognitiveaspectsofwork(agood exampleisHutchins,1996).Theprobleminsteadconsistsinintegratingthese aspectsinaconsistentmodelthatmaintainssecurelifelinestoitscomponent disciplinesandthusretainsaccesstotheirempiricalmethodsandresults.Inthis articlewecontributetoasolutiontotheproblembyofferingasimplemodel thatcombinesessentialconceptsfromactivitytheoryandsemiotics. Thisarticlereflectsadiscussionthatwehavehadduringanextendedtime period,basedonourempiricalstudiesofcomputer-mediatedworkinthejoint Center for Human–Machine Interaction. Hence, our empirical basis comes fromtwoprojectsinthiscenter:(a)thestudyofshipbridges(e.g.,Andersen, 2001a,2001b,2003;Andersen,Carstensen,&Nielsen,2002;Petersen,2002; reportsinhttp://www.imv.au.dk/~pba/ElasticSystems)and(b)thestudyof wastewaterplants(Bertelsen&Bødker,2001,2002;Bertelsen&Nielsen,1999; Buur&Bødker,2000;Nielsen&Søndergaard,2000).Inthemaritimestudy,we visitedanumberofshipsandmadeanin-depthexaminationofonelargecon- tainership,basedon60hrofvideo.Inaddition,webuiltacoupleofprototypes totestideasinspiredbythefieldwork.Thewastewatertreatmentplantresearch includedworkplacestudies.Init,weappliedaninterventionistapproachthat includedtheconstructionofprototypesfornewcomputersupportfortherun- ningandoptimizationoftheplant. Inthisarticle,theempiricalmaterialisthebeginningandtheend.Ourthe- oreticalmodelswereformedandrefinedonthebasisofourempiricalstudies. The models are not ends in themselves; instead, they are the means with which we keep scrutinizing the empirical material, hoping that the models willbreak.Itisinterestingthat,givenourdifferentbackgrounds,wehaveal- wayssharedthisPopperianwayofusingtheoriesandmodels(Popper,1982) and we have seen no reason to abandon it here. Thisarticleisstructuredasfollows.Itsmaintheoreticalpurposeistofinda wayofunderstandinganddescribinginstrumentalandcommunicativemedi- ation of human action. This purpose is motivated in our fieldwork, where bothtypesofmediationareprofoundlyintertwined.InSection2,wepresent ourtheoreticalbackground:semioticsandactivitytheory.Themainpointis thatonetheorycanofferwhattheotherlacksandthatacombinationthere- fore is useful. In Section 3, we outline our model on the basis of the shared 356 BØDKER AND ANDERSEN conceptofmediation.Intherestofthearticleweaddresstheimplicationof thismodelfor(computer)mediatedwork.Section4dealswithcasesinwhich multiple mediators (tools, controls, displays, communication) are used, par- ticularlyincooperativearrangements.InSection5,we presenttheconceptof metonymical mediation, in which the work object immediately amenable for manipulationisonlyapartoftheobjectonereallywantstochange.Section6 deals with levels of mediation. We show how the focus of work regularly changeslevel.InSection7,wetryoutthemodelintheveryfrequentcasesin whichmediatorsarecombinedinchainsand,inSection8,wesummarizethe preceding by suggesting that one should design for multi-mediation, that is, recognize that more than one mediator normally is used in an activity, and that individual mediators should be designed as a part of an assemblage of mediators, either co-occurring, organized in levels, or connected in chains. It is important to point out what we do not do. Wedonotofferanewtheoreticalsynthesisoftwocomplicatedtheories.In- stead, we offer a simple, systematical, and sound way of combining the in- sightsofbothtraditionsinfieldworkanddesign.Ourmanyauthenticexam- ples are intended to demonstrate the usefulness of the combination. The proofofthepuddingis,sotospeak,intheeating,andthisiswhywealternate between describing examples and refining the theoretical model. Wedonotgivedetaileddesignguidelinesbut,onthebasisofempiricalfind- ingsandtheory,wedoargueforadesignstrategythatisclearlycontroversialin sometraditions.Forexample,theconceptofleveleddesigncallsDonaldNor- man’sideaofinvisiblecomputersintoquestion(Norman1998;seealsoBergman 2000,p.10ff.),towhichwereturnattheconclusionofthisarticle. 2. BASIC CONCEPTS Asimplereasonfortryingtocombineactivitytheoryandsemioticsisthat instrumentalandsemioticactionsarenormallyintertwinedinworkactivities. Philosophyhasbeenawareofthisforalongtime(see,e.g.,Svanæs,n.d.),and Hutchins (1996), and others have discussed the consequences of the intertwinement in HCI. Because activity-theoretical HCI has traditionally beenconcernedwiththeformerandsemioticswiththelatter,wewilltryto combine the approaches and see what happens. Semioticsisthesciencethatstudiessignsandtheirfunctionanduseinsoci- etyandasignissimplyanythingweusetostandforsomethingelse.Wecan distinguish between two main traditions: (a) the American (C. S. Peirce, UnitedStates,1839–1914)and(b)theEuropean(FerdinanddeSaussure,Swit- zerland,1857–1913).Whatunitesthetwotraditionsistheconceptofsigns,but whereastheEuropeantraditionemphasizessignsasformingasocialsystem, the American tradition focuses on sign usage. Saussurean theory is a struc- COMPLEX MEDIATION 357 tural theory, whereas Peirce saw processes (called semiosis: the process of meaning-making)asthebasicsignphenomenon.Becauseofthisdiversity,the choice of a particular semiotic framework requires some thought. InconnectionwithHCI,semioticsandcommunicationtheoryhasmainly beenusedforinterfacedesign(Nadin1988,Souza1993),informationsystem analysis and design, and computer art (Nake 1994). In information system analysisanddesigntherearetwomaintraditionsorganizedinseparatecon- ferences: (a) the language action perspective (LAP), based on Winograd and Flores(1986),and(b)theorganizationalsemiotics(OS)community,foundedby Ronald Stamper (see, e.g., Stamper 1996, Liu 2000, and the Kluwer series Studies in Organisational Semiotics[Liu, 2004]). Themaincharacteristicoftheseapproachesistheiremphasisoncommu- nicationandmeaning.Althoughtheydealwiththetechnicalaspectsoftech- nology,theyfocusonthewayusersinterpretandusetechnology.However,a mainprobleminbothLAPandorganizationalsemioticsisthattheylackcon- ceptsformaterialprocesses.Thisproblemhasrecentlybeenaddressedinthe LAPcommunity(Goldkuhl,2001)andhasresultedinanewseriesofconfer- encescalled“ActioninLanguage,Organizations,andInformationSystems.” Thus, there are many different variants to consider when deciding on a semiotic framework. However, one condition is that the framework must have a place for nonsemiotic, instrumental phenomena. TheSaussureantraditionisolatedlanguageasaseparatestudyobject;ac- cordingly, it is not immediately useful for us. However, the influential con- temporaryschooloflinguisticsandsemiotics,calledsystemicfunctionallinguis- tics, founded by M. A. K. Halliday (e.g., Halliday 1985, 1994), and its more generaloffspring,socialsemiotics(e.g.Kress&vanLeeuwen1996),presentsa promisingsolution.Itretainsmanyoftheinsightsofclassicallinguisticshav- ingtodowiththefactthatlanguageisprimarilyasocialentityandmustmain- tainacertainautonomy,standardization,andsystematicity,ifitsspeakersare tomakethemselvesunderstood(thesystemicpart),butitaddsabodyoftheory abouttherelationbetweenutterancesandtheirdifferentcontextsofuse(the functionalpart).TheHallidaytraditionis,however,asdifficulttolearnaspure linguistics,andthereforeitisnotsuitedforotherprofessions.Accordingly,we have chosen to use it as background knowledge in the following. The Peircean framework has the advantage that it incorporates language usage into its foundation (the well-known distinction among syntax, seman- tics,andpragmaticsisinspiredbyPeirce).Moreover,itisbasedonaverysim- plefigureofthoughtthatisreusedinmanyconnections,itisrelativelyeasyto learn and use, and may be able to function as a boundary object (Star & Greisemer1989)betweendifferentprofessions.AlthoughthePeirceantradi- tionlacksaprecisevocabularytodescribethedetailedfeaturesoflanguage, webasethefollowingonthePeirceantradition,addingtoitbyusinginsights from the Halliday tradition. 358 BØDKER AND ANDERSEN Figure 1. The semiotic triangle. ThebasicconceptinPeirceansemioticsisthesign;1aRepresentationstands foranObjectunderacertainInterpretation:“Thephoto(Representation)isPe- ter(Object)asayoungman(Interpretation;seeFigure1).”TheInterpretation inPeirceansemioticsmediatesbetweenRepresentationandObject:TheInter- pretationisthementalorbehavioralreactioncalledforthbythesignoritisthe habit(rule)accordingtowhichtheRepresentationcanbesaidtorepresentits Object.TheideaisthatweseldomhaveasimpledenotationwhereaRepresen- tationdenotestheObject.Wecannothelpreferringtoobjectsunderacertain aspect,expressingacertainpointofview,orreferringtoacertainruleorhabit byvirtueofwhichthedenotationoccurs.Thus,although(a)“PersonAboughta carfromPersonB”and(b)“PersonBsoldacartoPersonAmayrefertoexactly thesameevent,(a)takestheperspectiveofthecustomer,assignstheinitiativeto him,andevokesadifferentcommercialpatternofbehaviorthan(b).Thisisthe senseinwhichtheInterpretationmediatesbetweenRepresentationandOb- ject:Itplacesthesimpledenotationinalargercontextofviewpointsandhabits. ThedashedlineinFigure1symbolizethattherelationbetweenRepresentation andObjectisnotdirectbutmediatedbytheInterpretation. Activitytheory,however,originateshistoricallyfromadialecticalmaterialist psychology developed by Vygotsky and his students in the Soviet Union in thebeginningofthe20thcentury.Activitytheoryrejectstheisolatedhuman beingasanadequateunitofanalysis,insistingonculturalandtechnicalmedi- ation of human activity. Accordingly, the unit of analysis includes technical artifacts and cultural organization, and the focus of activity theory is much 1. Peircedistinguishedamongthreeaspectsofasign:(a)representamen,(b)object, and(c)interpretatant.Weusethemorecommontermsrepresentation,object,andinterpre- tationfor ease of reading. The common terms are used in Peirce’s sense. COMPLEX MEDIATION 359 widerthanwhathasbeenthecoreconcernofpastHCIresearch(Bertelsen& Bødker, 2001). AccordingtoVygotsky(1962),humanactivityhasthreefundamentalchar- acteristics:First,itisdirectedtowardamaterialoridealObject;second,itis mediated by artifacts; and third, it is socially constituted within a culture. Leontjev(1978,1981)broughtthisthinkingintothecontextofacommunity by focusing on human joint activity. According to Leontjev (1978), human activity can be analyzed into a three-levelhierarchyofactivity,action,andoperation,eachofwhichreflectsthe objective world. Activity is directed to satisfy a need through a material or idealObject.TheSubject’sreflectionof(includingexpectationsto)thisOb- jectisthemotiveoftheactivity.Humanactivityiscarriedoutthroughactions, realizingobjectiveresults.Theseactionsaregovernedbytheconsciousgoals oftheSubject.Goalsreflecttheobjectiveresultsofaction.Actionsarerealized throughseriesofoperations,eachtriggeredbytheconditionsandstructureof theaction.Theyareperformedwithoutconsciousthinkingbutareorientedin the world on a nonconscious orienting basis. Thethreelevelsofactivityarenotfixed;anactioncanbecomeanopera- tionthroughautomation–internalizationandanoperationcanbecomeanac- tion through conceptualization in breakdown situations (Bødker, 1991). A separatelymotivated activityinonecontextcanbeanoperation inanother activity. The focus in activity theory, in short, is ondevelopment. This is also true of Peirce’s theory. One aspect that needs to concern us here is Peirce’s observation that the Interpretation is regularly turned into a newRepresentation,Interpretation →Representation withthesameObject. i i+1 Thisiswhathappensduringconversations:Ireacttowhatissaidandusethis reactiontoproducemynextlineandmyconversationpartnerdoesthesame. Themodel,whichhasbeencalledunlimitedsemiosis,isusedinSection4.2to account for conversations on a ship bridge. Changes between actions and operations imply a focus shift (Bødker, 1991). When we write an article on a computer, we are normally focused on the article, not the keys on the keyboard. We interpret our activity as “I am writing an article by means of my computer.” However, if one of the keys gets stuck, our attention shifts to the faulty key and the typing opera- tion. What was an operation before now becomes an activity: What is wrong with the key? Focus shifts are reflected in our Interpretation: When askedwhatwearedoing,wecouldanswer“Iamfixingthekeytocontinue working on my article.” The change is reflected in the syntactical structure of the verbal interpretations: In the former case, the article-writing is de- scribed in the main sentence, the work Object is the grammatical object, and the Mediator is expressed in a subordinate instrumental adverbial (“by means of my computer”), whereas in the latter case the situation is re- 360 BØDKER AND ANDERSEN versed:Herethekey-fixingisdescribedinthemainsentenceandthepaper writing is subordinated (“ to continue working on my article”). Physically similar processes are taking place (pressing keys) but the relationship be- tween tool and work Object is different and this difference shows up in our verbal Interpretation. In semiotic terms, there is a different Interpretation relatingMediatorandworkObject.Weelaborateonthisinthenextsection but let us get on with activity theory here. Humanactivityisconstantlydevelopingasaresultofcontradictionsand instabilityandbecauseoftheconstructionofnewneeds.Inactivitytheoryitis understoodthathumanbeingsdialecticallyre-createtheirownenvironment. Thehistoricaldevelopmentofactivityisadevelopmentofartifactsanden- vironments.Modesofactingwithinanactivitysystemarehistoricallycrystal- lizedintoartifacts;inthissense,thehistoricaldevelopmentofactivitycanbe readofffromthedevelopmentofartifactsmediatingthepraxis(Bærentsen, 1989; Bannon & Bødker, 1991). Inactivitytheory,asithasbeenintroducedinHCI(byBødkerandothers), theparadigmcaseisamaterialsituationinwhichaSubjectappliesaMedia- tor-tooltoanObjecttochangeit(seeFigure2):“Thecarpenter(Subject)hit thenail(Object)withahammer(Instrument).”TheworkObjectalwayshas twosides:(a)theMaterialand(b)theOutcome.ItistheshapingoftheOut- come from the Material that instrumental mediation is about: Material—“I mashed the potatoes”; Outcome—“I baked a potato cake.” InparticularthroughtheworkofEngeström(1987),thisinstrumentalme- diation has been embedded in other mediations where, for example, lan- guage plays a role as a Mediator between the Subject and a community of practiceorbetweentwoSubjects.ArtifactsmediatenotonlybetweenSubject andObjectbutalsobetweenSubjects,likelanguagedoes.Forexample,the maritimemachinetelegraphmediatesnotonlybetweenthecaptainandthe speedoftheshipbutalsobetweenthecaptainandthechiefengineerbyas- signingrolestothem:Asachiefengineeroncesaid,theengineerprovidesthe engine power, and the captain spends it. However,aspointedoutby,forexample,Wells(2002),itwasnotuntilre- centlythatspokenandwrittendiscoursebegantofigureasmediatorsinactiv- ity-theoreticalanalysesofwork,andtheworktoexploretheirroleasmedia- tors has been limited. Activity theory makes rather unclear distinctions betweentheroleofinstrumentalmediationandthatofcommunicativemedi- ation(exceptasanalyticalperspectivesdeterminedbyidentifyingwhetherwe aredealingwithaSubject–ObjectrelationshiporaSubject–Subjectone).In activity theory, according to Wells, we need a more fine-grained analysis of human–humanmediationthanthatindicatedbyEngeström’s(1987)general human–mediator–community triangle, in which the Mediator is “language” or rules/procedures (see Figure 3). COMPLEX MEDIATION 361 Figure 2. The activity-theoretic triangle. Figure 3. Rules and language as mediators between Subject and community. Still,incontrasttotheHCI-orientedwork,activitytheoryitselftookinter- estinmeaningandsemiosisfromitsverybeginning,asthefollowingquota- tion illustrates: Thetool’sfunctionistoserveastheconductorofhumaninfluenceontheobject of activity; it is externally oriented; it must lead to changes in objects. It is a meansbywhichhumanexternalactivityisaimedatmasteringandtriumphing over,nature.Thesign,however,changesnothingintheobjectofapsychologi- caloperation.Itisameansofinternalactivityaimedatmasteringoneself;the sign is internally oriented. (Vygotsky, 1978, p. 55) Inthisarticlewepresentamorefinelygrainedtakeonthissuggestion.Our datacontradictthesharpdistinctionbetweentoolsandsignssuggestedinthe quotation;instead,puretoolsandsigns,cleaninstrumentalandsemioticbe- havior,areonlytheoreticalendpointsofascale.Realtoolsandsignsarelo- cated not at these endpoints but somewhere in between. 362 BØDKER AND ANDERSEN Insum,onecansaythatboththeoriessharetheconceptofmediation,the idea that humans always put something else between themselves and their Objectofwork.Inactivitytheory,theparadigmisoftenmaterialmediation, wheretoolsormachineryareplacedbetweentheSubjectanditsObjectbutit canalsobesignsreferringtotheObjector,inabroadersense,normsandreg- ulations,culture,ortheprevailingdivisionoflabor.InPeirceansemiotics,the mediator between tool–Representation and Object is conceptual or behav- ioralandreferstoageneralpattern:apointofview,acodeofbehaviororan intention (which can be taken as a loose rule that partially allows us to guess future behavior). What exactly all this means is the topic of the rest of this article. 3. THE MODEL Inthissection,wesuggestaprincipledwayofcouplingactivitytheoryand semiotics.Wetakeadvantageofthefactthatmediationplaysacrucialrolein both theories. 3.1. Mediation Wehaveseenthatthesameword,mediation,isusedinbothsemioticsand activity theory but it does not follow that they mean the same. One simple suggestionistoclaimthatwhereastoolsmediatebetweenSubjectsandmate- rial Objects, signs mediate between Subjects (Bødker, 1991; Wells, 2002). However, communication is much more indirect than instrumental actions: Youcanforcethenailintothewoodbutyoucannotsimilarlyforceanopinion into your conversation partner; a change of opinion is a choice the listener makes on his or her own (Wells, 2002). Conversation is more like a kind of coconstruction in which the partici- pantstaketurnstoconstructasharedtext.Moreover,thesemioticObjectof conversationisnottheotherparticipantbutratherthetopicoftheconversa- tion (but of course the other participant may incidentally happen to be the topic).Thisperspectiveisnotuniquetosemioticsbutissharedwithotherap- proaches, such as interaction analysis. Aspeakercan,ofcourse,makecleartothelistenerthatheintendshimto believeordosomethingbut,intheend,theoutcomesolelydependsonthe goodwillofthelistener(Posner,1993).Whereasinstrumentalactivitiescanbe individualorshared,dependingonthecircumstances,communicativeactivi- tiesareconstitutedassocialphenomenaandaredestroyediftheparticipants fail to respond. Thebasicmappingwehereattempttomakebetweenactivitytheoryand semioticsisverysimple:WeidentifytheMediatorofactivitytheorywiththe

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Metonymical Mediation. 4.2. The Division of Labor. 6. LEVELS. 7. CHAINS. 8. wastewater plants (Bertelsen & Bødker, 2001, 2002; Bertelsen & Nielsen, manipulation is only a part of the object one really wants to change. preceding by suggesting that one should design for multi-mediation, that is,.
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