Joumal of ExperimenralPsychology: Human PereDtion and Perfomane 1982,Voi. 8, ir,ro.5. 651-663 Copyrieht l9E2 by thc Amaim Psychologi€l Aswiation, Inc. 0096-I 523lE2l0805465I $00.75 Divided Attention Abilities in Young and Old Adults Benjamin L. Sombergand Timothy A. Salthouse University of Missouri-Columbia I I I I The literature on divided attention and adult aging has not taken agedifferences in single-task performance into account, and it has not been able to measure divided attention independently of resource allocation strategies.Two experimentsare reportedthat,controlledfor thesefactors.In the first experiment,young ( I 8-23 years)and old (57-76 years)subjectsmade respon3es to two simultaneous visual displays. Stimulus durations were manipulated to equate single-task performances,and acrossdifferent conditions subjectswere induced to vary the way in which they allocatedresourcesbetweenthe two displays.In the secondexperiment, respons€time was the dependent variable; dual-task scores were assessedrelative to each subject's single-task scores.No significant age difference in divided attention ability independent of single-taskperformance level was found in either experiment.The existing literature must be reexaminedin light of theseissues. Whether older adults are less capable of dividing their attention among two or more simultaneoustasksthan their youngercounterparts seemsto be a question that would inspire little controversy.Craik (1977) summarized the prevalentposition on this issue: One of the clearestresultsin the experimentalpsychology ofaging is the finding that older subjectsare more penalizedwhen they must divide their attention, either betweentwo input sources,input and holding, or holding and responding.(p. 39I ) Although the majority of the researchers who have investigated this problem have concludedthat there is a significantageeffect on performance of divided attention tasks, many of their findings may have alternative interpretations. A closer inspection of the available literature suggeststhat it is beset with problemsnumerousenoughto prohibit definitive conclusions. The first difficulty in this researchlies in the restrictednumber of experimentalparadigms that have been used to investigatedivided attention effects. Dichotic listenins This researchwas supported by National Institute on Aging Grant ROl AGO0694 awarded to Timothy A. Salthouse. We would like to thank Harris Cooper, Donald Kausler. John Mueller. and Marlin Thomas for comments on an earlier draft of the article. Requestsfor reprints should be sent to Benjamin L. Somberg, who is now at GTE Laboratories, 40 Sylvan Road. Waltham. Massachusetts02254. tasks comprisb a rather substantialsegment ofthe researchintended to discoverwhether an ageeffectexistson divided attention tasks. In the dichotic listening procedure,subjects are presented with two simultaneous auditory messages-oneto eachear. The stimuli typically consist of strings of digits or monosyllabicwords. The task of the subjectis to reproduce the two messages.Most researchersreport that there is an overall agerelated impairment on this task. However, despitethe frequency with which the paradigm has been studied, there does not exist a consensusabout what processesare responsiblefor this effect. The initial researchin this area, from the laboratoriesof Inglis and his colleagues(Inglis & Ankus, 1965; Inglis & Caird, 1963; Mackay & Inglis, 1963), suggestedthat the locus of the ageeffect was a short-terrn memory deficiencyof older adults. Using Broadbent's (1958) model of information processing, they argued that if it was necessaryto hold the messagefrom one ear in a storage systemwhile the messagefrom the other ear was being output, a memory deficit would showup in impaired performanceon the second earreported.Inglis'swork confirmedthis hypothesisby showing that the performance of older adults wasworsethan that of young adults on the secondchannel reported, but essentiallyequivalenton the first channelreported. 652 BENJAMIN L. SOMBERG AND TIMOTHY A. SALTHOUSE Craik (1965) reasonedthat if no instructions were given to the subjects regarding which channel to reproducefirst, as was the casein the studiesby Inglisand Caird (1963) and Mackayand Inglis( 1963),it is likely that subjectswould commencewith the channel that was easier for them to recall. The superiority of a given channelmay be the cause rather than the effect of its prior reproduction. Craik found that when the recall order wasspecifiedto the subjectsthere wasan age declineon both channels,althoughgenerally there was a larger decrementon the second channel. Clark and Knowles (1973) arguedthat the age deficit in dichotic listening is due to a perceptualimpairment. They suggestedthat the critical comparison is not perforrnance on the first channel versusperformanceon the second,but how well subjectscan reproduce the messagein the left ear in relation to their ability to reproducethe messagein the right ear. The right ear is typically the dominant one, and stimuli presentedto it tend to be more accuratelyperceived,Any perceptualimpairments would be magnified in the nondominant ear regardlessof whether its messagewas reported first or second. Clark and Knowles systematically varied whether the right or left ear was to be the first channel reported. They found that performancewas generallylower on the second channel, but this was equally true of both young and old adults. Performancewas also lower in the left ear than in the right ear, and this differencedid increaseas a function of the age of the subjects.These data are supportive ofthe hypothesisthat perceptualprocessesmay be responsiblefor the age effect in dichotic listening tasks. Other studies, however(e.g.,Craik, 1965;Inglis & Ankus, 1965) also manipulated which ear should be reported first and did find significant Age x Order interactions. It is unfortunate that in the examination of adult age differencesin divided attention ability there has been such an overemphasis on a single methodology-particularly one in which there is so much ambiguity about the nature ofthe ageeffect.For a convincing argument to be made that older adults are lesscapableof dividing their attention than younger adults, a wider range of paradigms must be employed. A secondissuethat makesthe existingliterature on aging and divided attention less than conclusiveis that on a large variety of laboratory tasks, younger adults perform more capablythan older adults. This is particulary true in tasks with a critical speed element, where sizeableage differencesare almost invariably reported. Consequently, there may be a problem interpreting many divided attention results.In many dual-task studieswhere subjectsare given two or more tasks to perform simultaneously,we would expect to find significant age effects under single-taskcontrol conditions. Given such initial discrepancies,how much of an age differencein performanceshould we expect under dual-taskconditions? This problem has severalpotential solutions, but at the presenttime no study has adequatelyresolvedit. An experiment by Lipps Birch (1978)offeredone approachto this issue. Her study examined age differencesamongchildren,but the theoreticalissuesare similar. Lipps Birch found that the older children were originally more competent on each of the measuresunder singletaskconditions.Shethen gavepracticeto the youngerchildren until their performancewas comparableto that of the older children. When the subjectswere put back into dualtask conditions, no age differenceswere found. This study seeminglyarguesagainst any age-relateddivided attention effects in children when differencesin single-taskperformanceare controlled for. It is likely, however, that the initial practice given to the younger subjects made the experimental tasksmore automatic(i.e.,lessattention-demanding) for them than they were for the older subjects.As increasedautomaticity facilitatestime-sharing,the practicetrials may have given too much of an advantageto the younger children. A secondsolution to this problem hasbeen to match subjects on single-taskperformance. Although older adults may tend to be inferior to younger adults on some particular measure,it is frequently possibleto find a selectedsampleof older subjeqtswho can perform at the level of a sampleof younger subjects.This was the approachtaken in a dichotic listening study by Parkinson, Lindholm, and Urell (1980).They reasonedthat if the age effect in dichotic listening perfor- manc€ is a shqt-la non,-.,! slrould be g agedifference rna \ oard dtgrtsn tcq T tnat when ilre1 aco enectand the Ate x ond ear) interrrion , ever, the problem wid rng proceduresis rha ;ects who are atypi€l lupe.norotaer suLjet Jects)on thor variibtc ..o-ul.r... That therc is .oo betweenthe Dgir WechslerAdulr Iniet and rhe full_rale W 197111gn6,suppon lo It ma!. also be poes rssueofage differences rh_ro_ugh rhe r1.p Tn:" emptol.ed. Dffercncesi oecontrolledfor b1.con rore underexperimen scoreundercontrol con rnan.testingfor an abno <rt\.toed altention effect an-vage-relabdr .amin1 lect relativeto each agr1 under single_hskcondid penormed this tlpe of e rnrsexperimentperfornx :!lh fpararety and simu tou.nd.the same panern r+rtnabsoluteand relauv easrer.ofthe two tasks tt rralll larger loss of speed rentrondemandsfior the r for rhe y.oungb :l:i"_** urrrerence wasfioundin th :T.rem:nr on rhe morc | rhissrudyi ::l,L?rch .in. \r'hether relative or ab,solu :.1:* "1. no orherinsrar har.ehe :!pT. 9f anaty,ses ,TIibtq rhardifferenrpan tdent n'ith the two measu requrred before it can be sotute or relativeanalrses pnate. ,- l:.h3* the ideat sotutio find siruations 1_merelv-.t9 ditr-erengg on sins +:,:c.: p difficutrro : .quire .iy-r when it is done the hsks us DIVIDED ATTENTION ABILITIES mance is a short-terrn memory phenomenon, it should be possibleto eliminate the agedifferenceby matchingsubjectson a standard digit-spantest.Theseinvestigatorsfound that when they accomplishedthis, the age effectand the Age X Order (first ear vs. second ear) interaction were eliminated. However,the problem with thesetypes of matching proceduresis that they may selectsubjects who are atypical of their agegroup (i.e., superiorolder subjectsor inferior young subjects)on thosevariableswith which digit span covaries.That there is a correlation ofabout .66 betweenthe Digit Span subscaleof the Wechsler Adult Intelligence Scale (WAIS) and the full-scale WAIS IQ (Matarazzo, 1972)lendssupportto this line of reasoning. It rnay also be possibleto deal with the issueof agedifferencesin single-taskperformancethrough the type of statisticalanalyses employed.Differencesin baselinemay often be controlled for by comparingeachperson's scoreunder experimentalconditions to their scoreunder control conditions. Thus, rather than testing for an absoluteagedifferencein divided attention effects,this procedure examines any age-relateddivided attention effect relativeto eachagegroup'sperformance under single-taskconditions.Talland (1962) performed this type of analysis.Subjectsin this experimentperformedtwo manual tasks both separatelyand simultaneously.Talland found the same pattern of age decrements with absoluteand relative measures.On the easierof the two tasks there was a substantially larger loss of speeddue to divided attention demandsfor the older subjectsthan there was for the young, but virtually no age differencewas found in the divided attention decrement on the more complicated tasks. Although in this study it did not matter whetherrelativeor absolutescoreswereused, there are no other instancesin which both typesof analyseshave been done, and it is possiblethat different patterns could be evident with the two measures.More data are required before it can be said whether absolute or relative analysesare most appropriate. Perhapsthe ideal solution to this problem is merelyto find situationsin which there is no age difference on single-taskmeasures. This is quite difficult to accomplish,and when it is done the tasksusually turn out to 653 be ones with a high degreeof automaticity, they thus show no time-sharingeffect in either age group. It may be possibleto find tasks that have some dimension (e.g., stimulus duration) that may be manipulated to artificially equate the performance of subjects of different ages.This strategy is employed in the presentarticle. The third difficulty with the current literature on age effectsin divided attention is closely tied to the baseline differencesjust discussed.A number of studiesnot only fail to addressagedifferencesin single-taskmeasuresbut do not even collect data under single-taskconditions. It was previously argued that even when thesedata are available,assessingdivided attention performance may be difficult; without suchdata the task is impossible.For example,a study by Broadbent and Heron (1962) had young and old subjectsperforrna digit cancellationtaskthat on some trials was combined with an auditory monitoring task. Becausethis experiment had trials in which the cancellationtask was performed alone, it is possibleto determine the effect on that task of having to perform a concurrentmonitoring task. However,as the monitoring task was never performed aloneit is impossibleto determinewhat type of divided attention cost there was on that task. That the young subjectswere better on the monitoring task under dual-taskconditions than the older subjectsmay havebeen due to their ability to divide their attention between the cancellationand monitoring tasks.Alternatively,it may havebeendue to their superiorityon monitoring tasksunder any conditions. Subjects in an experiment by Kirchner ( 1958)madekey presses in response to a pattern of rapidly moving lights. In different conditions responseswere required to the positionof the currentlight ("no-back2'condition), the positionof the immediatelypreceding light ("one-back" condition), or the second("two-back") or third ("three-back") precedinglight. Viewing this as a dual-task situation, the subject simultaneouslyhad to (a) respond to the appropriate light and (b) remember the previous sequenceof lights. The "no-back" condition provided a measure for the respondingtask without simultaneously having to remember light sequences,but there was no comparablecon- t 654 BENJAMIN L. SOMBERG AND TIMOTHY A. SALTHOUSE POC; differencesin divided atdition for the memory component. It is on the same are reflected by the existence ability tention 'unoei :'one-back," unclear whether tt. inipuii.d'performance similar arguments have Poc^s. separate of of the older subjects ..two-back,,,and ..tnrJe-tacti conditions is been developedfor the use of ReceiverOp as a method of sepaa consequenceof poofiiuiO"a utt""tion abil- erating Chaiacteristics bias in Signal response from pt"p"r -". light ratinisensitivity ity or merely inabilitylo i"""ii '-:-Theory (Green & Swets' 1966)' Deteition sequences. goal of^the presentleryarch .wasto A final issuethat has not been adequately Another analvsisto the investigation dealt with in the uuuiiuUf" fiterature is that apply tfris type.of n"is in divided attention ug.^aiff"t Ai"iO"a attention ;i;i"lt it is necessary,o -r*oi" performance' inA.p""J""tfy of resourceallocation strateTo summarize, the following factors have gies. The finding tfrui of,O"i adults perform of the available conclusiveness atalevelbelowthatofyoungeradultsonone reducedthe attention: (a) divided and aging on ofseveral concurrent tasksmay be evidenci research to aiuiA. overemphasis-ona singJeexperimental..parthat the older adults "il'L.tlUi. An "Ait*i ?U) fuitutt lo aicount for age differtasks. their attention u-ong-ifr" uurio,r. performance;(c).failure alternativeinterpretationisthatperformance .n"i. io iittgle-tast measureson all tasks; was lower on one tu.t G"-urr." tire older sub- to report single-task divided attention into-measure fuit,tt jects allocat.O u ,-uitJi ptopo.tio" of tn"i. iO) resourceallocation strategies' limited attentionatresouriesio that tast ttrun dependentof. is intended to specificallyaddress did the young ,rrUjects.io decide which of This study issues'Ifage differencesin ditheseexplanationsis Correct,it is necessary each-ofthese ability are found when the attention per"vided to examinethe way in which a subject's have been considered'the posformance on one tu.t uutiit as a function of abovefactors (1977)willhaverethe subject's performance on concurrent itionexpressedbycraik Failure to find an support' zubstantial ceived +^arzo suggestthat cr3rk's ul:"lto-" Norman and Bobrow (1975) have intro- age effe9twill strong and that further tnperhaps too w]as duced Performance 5p"i"ii"g'C["iu"t.ti.needed. n"ticte-rorltiitvpe of anal- vestigationon this issueis iliFoat;;-a work is to current the goal of A-secondary ysis.In a dual-tasksiiuation, perlormanceon tl?t may procedures methodological perestablish Task X may be pfott"a u. u iunction of of investigation thenot only in formance on Task Y. As more resourcesare be usefut of range a for also but uuaii"ure ror ua"ii "g. differenc-es allocated to one tark; [;;;; comparisons' the other. Thus there i;;d; i; be a negative between-subject correlation between performance levels on ExPeriment I the two tasks' ' Sperling(1978;Sperling&Melchner,1978) rr rnwas.to Experiment rI r'ac purpose ofc c--^-i*or+ The empiricat OeriueO (1980) il;;; Kinchla and ta"- vestigateadllt age differencesin divided atpocs by inducing,G;il6r"ryttt. performancein a situation that contive emphasisgiven to i""t of two simulta- tenti6n problems discussedabove' The neoustasks.fhese furiciont piouiO" u rrr"ftt trolled ihe the simultaneous tachistoinvolved perfoi- tasks way of evaluating &i[J;A'*tion of two independent vipresentation t-pi" iemance, because as the subject ct arrge, to is posslUfeio suai dijptays. The subjects were required source allocation r,r*gt.fi a specified of absence presence or o' on" task rel- indicatethe measurelossin p.rfo-in"" - rfor-targetoneachdisplay..: ativetothecorrespondinggaininpe fithough it hal been found that there is manceontheother.Whereastheco-pu.islt age difference in the ability to of single Aata poirrts aoes noi uUo* ifiuiO"O a significint iaititirv tu"tisioscopicallypresented stimuli attention effects to be separated from rll g4\t"n, Hamiin, & Breitmeyer, 1970; sourceallocation strategies,if the entire POb iit-, Till' it Williams, 1978; Walsh' WilWiftn, are facton functions are analyzed,the two that allocation liams, & Hertzog' 1979),it is also true separable.Cfranges-in'r.*'r"" is directly task of type ott-thit strategiesmay be "i.*.O * aitr"r"nt points performance EDNJ. related to expclrn lhe perfonnane cr be equaredby alb tongerstimulus prr ger subjecs. Spocif were determined ir Ject such that ther. curate under singir gp9nt aCedifferenc gfllons therefore co ollleren@sin inidal . Another featureo It lnvolved the cons ror_eachsubject.Sr under different con< pnasrsgiven to each I attentionability cou oependentofallocat Method subj:gtt: Sixreen yora range.I g_23)and t 6 olrer, ) /_ /o) eachpaniciparcd ro y9y.nC were lncq _sgbjecb ar _rne^University9f f,{isro pated lor extra coursccrrl ,.".$5. The etdcrty.qr :,-,lp jlu]9l" uniqv.irq :oT'n ) panrcipation, ano and rbq. Noneof rhesuticr 1111se. orhercarefrititi ::T* 9. t temales. in each age gruq .r. the^! were in gooO treali,. Some pcychometric .tarr Jeq al the conclusion ofrhcr o" Tgr5 on rhe Dgir Sy roioar l.T,9l;2a1^{er.o (30) = 6.6e.p < Tl':9tr-, LheVocabutarysubtd olr :r a lad -me:tnrore of 2 | .6. r lhr older adults was Jl.j fiJ{jl=3.53.p<.01. lp@ralus. The subjcrrs r , rumrnaled only by a sma.ll.d prescntedon a Tekronir 6O6 in :-n1 ^ofthem. They rtspo ,_tk.roushbunon rctq i.ll? to cach other on a board. A pf *as used to gener:rE lrtfr r lnatlzc s_u bjects. r€spons6! rr.yedure. Each fial coq _ prescntation of two risual an h"d ro indicare thc prcr :.o111r clnad tarBet. The computcr radl a larget was to appca, :':-not o ocrcrmrled independcnrir fc ence and absence were equalh trne arra1.conaincd four r.i. corncn oflan imaginar] il.7" ) DIVIDED ATTENTION ABILITIES 655 screen.The targetwasa small (.2') line extendingfrom the vertexofone ofthe four Xs. The targetcould appear on any one of the four Xs and could point in any of four directions(up, down, left, right). On a trial in which the target wasto be presentit was randomly determined, with equal probabilities,in which of the 16 possiblelocations it would appear.The other array contained four (.3' X .3") plus signs (+) located at the corners of an imaginary( l. I " X 1.4o)rectangleon the screen.The target in this array was also a small (.1") line extending from the vertex of one of the four pluses.The target could appearon any of the four plusesand could point in any of four directions (northeast,southeast,southwest,northwest).It wasequallylikely that a targetwould appearin eachof the I 6 possiblelocationson this array. The two displayswereconcentricand were centeredon the screen.As the pluseswerelocatedmore foveallythan the Xs, they weremade smallerin an attempt to equate the difficulty of locatingthe targetson the two displays. Pilot data indicated thar this was successfullyaccomplished. The subjectsusedthe left-hand keyboardto indicate their responsesto the plus array. On each trial they pressedthe 9 key on the keyboardif they thought that Method they sawa targetand the 7 key ifthey did not. The righthand keyboardwas used to indicate their responsesto subjects. sixteen young adults (mean age, 19.8; the X array.The 9 key indicatedthe presenceofa target, range,I 8-23) and I 6 older adults(meanage,65.I ; range, and the 7 key indicated that the target was absent.A 57-76)eachparticipatedin a single90-min. session.The forced-choiceprocedurewas used in this task to miniyoung subjectswere Introductory Psychologystudents mize any respons€bias efects. at the University of Missouri-Columbia who particiThe subjects were first given general instructions patedfor extra coumecredit but were also paid bonuses about the natureofthe task,and the displaysweredemo[ up to $5. The elderly subjectswere membersof the onstratedto them. This was followed by a block of 50 Columbiacommunity. They werepaid $7 for their travel practicetrials in which the arrays were simultaneously and participation,and they also could earn up to $5 in presenledfor one second,and the subjectshad to inbonuses.None of the subjectswere residentsof nursing dicatethe presenceor absenceofa targeton eachdisplay. homesor other care facilities.There were 5 males and A trackingprocedurewasthen employedto determine I I femalesin eachagegroup. All subjectsreportedthat for eachsubjectwhat stimulus duration would result in they were in good health. when full attention wasgiven an accuracyof 8o9o-907o Somepsychometricdata werecollectedlor eachsubject at the conclusionof the experimentalsession.Mean to one of the two displays.For thesetrials the subjects had to respondto one ofthe displays,and the stimulus raw scoreson the Digit Symbol subtestof the WAIS varied until the appropriate value was deterduration were 67.2 and 44.0 for the young and old subjects,reFor mined. the fint block of this procedure,half of the (30) = 6.69,p < .001.On the final 20 items spectively, subjectsin each age group respondedonly to the Xs. of the Vocabularysubtestof the WAIS, the youngadults The remainingsubjectsbeganby respondingonly to the had a mean scoreof 21.6, whereasthe mean scorefor plus array.The initial stimulusduration for eachgubject = (maximum the older adults was 32.3 score 40), was 800 msec.For the following 40 trials eachtime that (30):3.53,p<.0r. the subject was correct the stimulus duration was deApparatus. The subjectssat in a darkenedroom, ilcreasedby l0 msec for the next trial. Each time the luminated only by a small, shadedlamp. Stimuli were was incorrect the stimulus duration was inpresentedon a Tektronix 606 (P-3I phosphor)monitor subject l0 msecfor the next trial. Beginningwith the creased by in front of them. They respondedby pressingbuttons 4lst trial the subject'saccuracyover the preceding20 on two lO-keypushbuttontelephonepadsmounted next the to eachother on a board. A PDP-I l/03 laboratorycom- trials wascalculated.Ifthis accuracywas 807o-907o, remained the for the following trial stimulus duration puter was used to generatestimuli and to record and sameas the previousone. Ifthe accuracyfor the last 20 analyzesubjects'responses. Procedure. Each trial consistedofthe simultaneous trials was below 807o,the stimulus duration was inpresentationof two visual arrays. For each array the creasedby l0 msec for the next trial. Iflhe calculated subjecthad to indicatethe presenceor absenceofa spe- accuracywas greater than 9OVo,the stimulus duration by l0 msec.For eachsubsequenttrial this olied target.The computer ftrndomly determinedwhether wasdecreased or not a targetwas to app€aron eachdisptay.This was procedurewas repeatedwith eachcalculation basedon determined independentlyfor each array; target pres- the 20 immediately precedingtrials. When l0 consecutivecalculationsresultedin accuracyof 807o-9OVo,the enceand absencewere equally likely events. One anay containedfour (.4" X .4") Xs locatedat the block ended. The averagestimulus duration over the (-orne'sof an imaginary (1.7' X 2.4") rectangleon the final 20 trials was used as the estimate for that block. related to exposureduration. Consequently, the performanceof different agegtroupsmay be equatedby allowing the older subjectsa longer stimulus presentationthan the younger subjects.Specifically,exposuredurations were determined individually for each subject such that they would be 80Vo-90Voaccurate under single-taskconditions. Subsequent age differencesunder dual-task conditions therefore could not be attributed to differencesin initial performancelevel. Another featureof the presentstudy is that it involved the construction of entire POCs for each subject. Subjects were instructed, under different conditions, to vary the emphasisgiven to eachof the two tasks.Divided attention ability could then be examinedindependentof allocation strategies. 656 BENJAMIN L. SOMBERG AND TIMOTHY A. SALTHOUSE At the completion of this block, eachsubjectperformed a secondtracking block with the alternate display from the one usedfor the first block. As in the first block, the initial stimulus duration was set at 800 msec, and the block continued until l0 consecutivecalculationsofthe accuracyof the 20 precedingtrials yielded a value of SOVo-909o. At the conclusionofthat block, a rhird block was run using the final duration estimatefrom the second block as the initial stimulus duration. The final block was run using the display type and duration estimate from the first block. This procedure assuredthat the final duration estimateswere relatively insensitive to the value chosen for the initial exposuredurations (i.e.,800 msec). At the conclusionofthe four trackingblocks,the stimulus duration estimatesderived from the final block of each stimulus type were averaged.The resulting value was usedas the stimulus duration for the experimental trials for that subject. In the experimentaltrials the subjectsagain were exposedto both the plus display and the X display, and they had to respond to both. There were five experimental conditions,differing in the amount of emphasis that shouldbe givento eachdisplay.In order to facilitate their resourceallocation, bonus money for correct responseswas offered in proportion to the desired emphasisfor each display. In one condition (0/100) the subjectswereaskedto devotetheir total attention to the Xs and none of their attention to the pluses,and in anothercondition ( I 00/0) they wereaskedto attendonly to the plusesand to ignore the Xs. In both theseconditions they were paid l0 for each correct responsefor the attendeddisplay and nothing fiorthe display not attended. Although all conditions required respons€sto both displayson everytrial. in thesetwo conditions the subjectscould merely guessfor the unattendedstimuli. In intermediate conditions (70/30, 50/50, 30/70) the subjectswere askedto divide their resourcesbetweenthe displaysand were rewardedaccordingly(e.g.,in the 70l 30 condition they were paid .70 for each correct plus and .30 for eachcorrect X). There were l0 practiceand l0O experimental trials in each block; thus, subjects could earn a maximum of $l for eachblock. For half ofthe subjectsin eachgroup the order ofthe conditions was l@/0, 70/30, 50/50. 30/70,0/10O.The other half of each group received the conditions in the reverse order. Resultsand Discussion Duration threshold data. The results of yielded stimulus duthe tracking prdure rations of 428.1msecfor the young subjecrs and 644.4 msec for the older subjects.The ^70 5 F u G E c o ieo g a E U g 4 0 5 0 trittut ?tRFORr^rt TAS|( | 6 0 ? (+} PERCEIIT CORRECT 0 t ! Figure I . Accuracy of detecting targetsin an array of Xs (ordinate) as a function of rcurrl. targetsin an array ofpluses (abcissa):Experiment i. l of,&rccring I Figure 2. Sanplc g when full atrcndro i is divided beturccoI difference between I icant, (30) : 2.65,t Accuracydua. E accuracy PerCenret each of five experir means for lhe subjc lustratedin Figurc lreveals nearly overla two age groups. A separateanalys was perforrned on er of age and five exF factors.For each ta effect for condition: I 105.20,p<.01;Xa p < .01. For neitlrcr icant Qt < .05) effecr 30): l.l8;Xarray, Condition X Age: pl 1.79:'X array: F(4. I indicate that the perft vary with the insrn questedof them, ant tions the older subjc the younger subjects ysis indicates thar wirl perfonnan@ conlrcll difference on dual-b! DIVIDED ATTENTION ABILITIES MAXIMUiIPERfORiiIAI{CE TASKI 657 OPTIMUM OIVIDEDATTEI{TIOI{ PEBFORMAI{GE Drvr0ED ATTET{Tt0it c0sr MITIIMUM PERFOBMAI{CE TASKI FUI{CTIOilAtPEFfOBMA'{CE BEGIOIII MIIIIMUMPERFORMAI{CE TASK2 TASK2 MAXIMUMPERFORMAI{8E TASK2 Figure 2. Sampleperformanceoperatingcharacteristics.(Minimum and maximum performanceoccur when full attention is devotedto one display.Intermediatepoints representconditionsin which attention is divided betweenthe two displays). differencebetween these means was significant,l(30) : 2.65,p < .05. Accuracydata. Eachsubjectproducedan accuracy percentagefor both tasks under each of five experimental conditions. The means for the subjectsin each group are illustratedin Figure l. Inspectionof this figure revealsnearly overlapping functions for the two agegroups. A separateanalysis of variance (nNove) was performed on each task with two levels of age and five experimental conditions as factors.For each task there was a significant effect for condition: plus array, F(4, 120) : 105.20,p < .01; X anay,F(4, 120): 109.57, p < .01. For neither task was there a significant (p < .05) effectof age:plus array,F(1, 30) : 1.18;X array,l'(1, 30) : 2.72,or for Condition X Age: plus array, F(4, 120): 1.79;X anay: F(4, 120) < l. Theseresults indicate that the performanceof subjectsdid vary with the instructional emphasis requestedof them, and that under all conditions the older subjectsperformed as well as the younger subjects.This traditional analysis indicatesthat with individual single-task performancecontrolled for, there was no age differenceon dual-task performance. It hasbeen suggested(e.g.,Duncan, 1980) that trials in which atarget is presenton two simultaneousdisplaysare considerablymore difficult than trials in which a target occurs on only one of the two displays. However Salthouseand Somberg(1982) used tasks which were similar to those in the present experiment and found that trial type (i.e., Signal,Array l/Signal, Array 2; Signal,Array l/No Signal, Array 2; No Signal, Array l/ Signal, Anay 2; No Signal, Array l/No Signal, Array 2) did not interact with either age or practice.Therefore,it was consideredunnecessaryto complicate the analysesin the presentresearchby including this additional factor. POC analysis. POC analyseswere performed to examine divided attention performance independent of resource allocation strategies.As each subject had a score on eachtask under eachof five conditions. POC functions for individual subjectssimilar to the group function in Figure I could be constructed. Figure 2 illustrates the manner in which the analyseswereconducted.In this example the five plotted points indicate the subject's performance in the five experimental con- 658 BENJAMIN L. SOMBERG AND TIMOTHY A. SALTHOUSE ditions. The Functional PerformanceRegion (FPR) is the rectangulararea that is delineatedby the maximum performanceachieved by the subjecton eachtask (i.e.,performance under 100/0and 0/100 conditions).It is that regionthat definesthe potential performance levelsofthe subject.Ifthe subjecthas a perfect ability to divide attention between the two tasks, performance on the three intermediary conditions (30170, 50/50, 70/30\ should lie on the point at the upper right corner of the FPR. To the extent that there is a cost for dividing one's attention, performanceon thoseconditions will be below and to the left of that corner. Thus, the size of the region marked Divided Attention Cost (DAC) is inversely related to one's divided attention ability. The areasof the DAC and FPR were calculatedfor each subject. The mean divided attention costs,in units of FPR, were 577.8 for the young subjects and 565.4for the elderly,respectively.This differencedid not approachstatisticalsignificance,(30) : .69.The duration adjustment procedurewas intended to assurethat performance of all subjectswas comparablein the I 00/0 and 0/ I 00 conditions.If successful, one would not expect age differencesin the sizeof the FPR. This was the case:The FPR valueswere 1,269.7units for the young subjects and 1,330.7 for the older subjects, (30) : .32. It shouldthereforemake no differencewhether DACs are compared in absolutetermsor relativeto eachsubject'sFPR. To confirm this, relative DACs were calculated by dividing each subject'sDAC by his or her FPR. The mean relative divided attention costswere .47 for both young and old subjects. The major conclusion from this experiment is that there was no differencein the ability of young and old adultsto divide their attention between twb simultaneous tasks. Figure I suggestsa very high degreeofoverlap betweenthe functions for the two groups, and indeed, no significant age differences were found in two separateanalyses. paradigm in which speedof responserather than accuracywas the variableofinterest. It was arguedthat a criterion for an adequate test ofage effectson a divided attention task is that agedifferencesin performanceunder single-taskconditions must be controlled. The first experimentproducedthe result that when such differenceswere equated there was no age differenceunder dual-task conditions. In the tachistoscopictask of Experiment I performanceof the two age groups was equated by varying exposureduration. This sort of manipulation is obviously impossiblefor reaction time tasks.However,in reaction time tasks a way of controlling for theseinitial differencesis to useeachsubject's single-taskperformance as a base and calculate divided attention effectsas a ratio of dual-taskperformance.This allowsjudgment of each subject'sdual-task performancerelative to his or her own baseline. Informal pilot data revealedthat on the tasks chosenfor this experiment it was virtually impossiblefor a subject to systematically vary the relative emphasisgiven to the two tasks.Thereforeonly one dual-taskcondition could be run, and the subjectswere given no instruction about how much importance should be attached to each task. This usually createsa problem of not being able to separatedifferencesin divided attention ability from differencesin resourceallocation strategies.This problem is particularly severewhen the two dependent variableshave dissimilarscales.If, for example, divided attention costs older subjects two units more than the young on Task A, but coststhe young one unit more than the old on Task B, it is fair to saythat the older adults are penalizedmore by the demandsof divided attention only if a unit on Task A is worth more than iralf a unit on Task B. However, since the present experiment usesthe same real-time measurementscalefor each of the two concurrent tasks,it is reasonable to assumethat any loss in performance on one task will be compensatedfor by an equal gain in performanceon the other task. Experiment 2 The purposeofthe secondexperimentwas to determine whether the findings of Experiment I would generalizeto an experimental 60-82) paniciparcd ra sion. The subjetts srrt tion as in Experimcat that experimenr-Old.t travel and partictpertoa. exlra course credrt. Er l0 females.All subccrs health,and atl nae r{ Mean rarl scon6 oo , were 7l.l for thc y-or.r adults,(30) = 6.rt3.p < 20 items on rhe WAIS and 29.5 for the youq (30):3.51,p<.Ot Apparatus. Tlrc ag identical to thal in rbc t visual stimuli were dr Model 13l lA screcnet nals through a scr of Kr Procedure.Twodift (RT) and repetirive\e1i separately or corrurre! ready aprr'ared on rhc r at a random time rrthir ditory signal was prerc! the signal by depressrrg with the index fingrr of sistedof I 0 such tnat! T digit nurnber appearirg then replacedby rlr 6n served as a cue for thc sequenceofdigits on thc of the right hand. As O was replaced on thc rrr quence.Immediatell rp the first digit in rhe:cgu and the subjectrcpcarcd of four runs through th three were used in rhc el eachblock. The amount sponseswas recordedas t different sequencessrrc ! and 7614853), but ab quencethroughout thc r In the dual-task cond the digit sequence*irh d to the auditory signalsr mental sessionbeganrrrl with half of the subiccr with the key task and he This was followed b1 fa two more blocks of cact data revealeda sizeat{ca and secondkey blah Tl consideredpractice. ad both the fint and finat h subsequentanal)scs Resultsand Disctus Method t, Subjects. Sixteen young adults (mean age, 18.6; range, I 8-20) and I 6 older adults (mean age, 68.7; range, The mean reacti and old subjec.tsw msec, respectivel-vi DIVIDED ATTENTION ABILITIES ! I 60-82) participatedin a single l-hr. experimentalsession. The subjectswere chosenfrom the samepopulation as in Experiment 1, but none had participatedin that experiment.Older subjectswere paid $5 for their traveland participation,whereasyoung subjectsreceived extra cours€credit. Each group contained 6 males and l0 females.All subjectsreportedthat they were in good health, and all were right-handed. Mean raw scoreson the WAIS Digit Symbol subtest were 7l.l for the young adults and 44.4 for the older adults,t(30) : 6.43,p < .001.Mean scoresfor the final 20 items on the WAIS Vocabularly subtestwere 19.5 and 29.5 for the young and old subjects,respectively; ( 3 0 ) : 3 . 5 1 p, < . 0 1 . Apparatus. The apparatusin this experiment was identical to that in the previousexperimentexceptthat visual stimuli were displayed on a Hewlett-Packard Model l3l lA screenand subjectsreceivedauditory signals through a set ofKoss PRO/4AA headphones. Procedure. Two differenttasks.manual reactiontime (RT) and repetitivekeying (key), were perfbrmedeither separatelyor concurrently. In the RT task, the word ready apryaredon the screento initiate eachtrial, and at a random tim€ within a 30-secinterval a single auditory signal was presented.The subject respondedto the signal by depressinga button on the left keyboard with the index finger of the left hand. Each block consistedof I 0 suchtrials. The key trials beganwith a sevendigit number appearingon the screenfor 3 sec.It was then replacedby the firsr digit in the sequence,which servedas a cue for the subject ro begin entering the sequenceofdigits on the right keyboardwith the fingers of the right hand. As the subject enteredeach dig,it,it was rcplacedon the screenby the next digit in the sequence.Immediatelyupon completionof the sequence the first digit in the sequencereappearedon the screen, and the subjectrepeatedthe sequence.A trial consisted of four runs through the sequence, but only the final three were usedin the analyses.There were l0 trials in eachblock. The amount of time betweensuccessive responseswasrecordedasthe interkey interval (IKI). Two differentsequences wereusedin the experiment(2486359 and 7614853).but each subjectretainedthe samesequencethroughoutthe session. In the dual-task condition, the subject had to enter the digit sequencewith the right hand while responding to the auditory signalswith the left hand. The experimental s€ssionbeganwith two blocksoleach task alone, with half of the subjectsin each age group beginning with the key task and halfbeginning with the RT task. This was followed by four dual-taskblocks and finally two more blocks of each task alone. Inspection of the data revealeda sizeablepracticeeffectbetweenthe first and secondkey blocks.Thereforethe fint key block was considered practice, and to retain counterbalancing, both the fint and final key blocks were excludedfrom subsequentanalyses. Resultsand Discussion The mean reaction times for the young and old subjects were 231 msec and 260 msec, respectively,in the single-taskcondi- 659 tion, and 401 msec and 509 msec, respectively, in the dual-taskcondition. For the repetitive keying task the mean interkey intervals were 254 msec and 403 msec in the single-taskcondition for the young and old subjects,respectively.The comparablevalues in the dual-taskcondition were281 msecand 450 msec,respectively.Identical 2 (age)x 2 (condition) ANovAs were perfonned on the data from the two tasks. For the RT task, there were significant(p < .05) effectsof age, F(1, 30) : l4.l l, condition, F(1, 30) : 257.67,and Age X Condition,F(1, 30): 9.36. For the key task, there were also significant (p < .05) effectsof age,F(1, 30): 25.47,condition,F(1, 30) :75.25, and Age X Condition,F(1,30):4.27. The absolute amount by which the older subjects were slowed in dual-task conditions was greater than the amount by which the youngersubjects were slowed.This analysis,which is the one traditionally usedto arguefor age-related divided attention effects,in no way takesage differencesunder single-taskconditions into account. Figure 3 depictsthe relationship between performanceon the two tasks for each age group. It is possibleto calculate the arithmetic mean of the divided attention cost as 7z([RTdual - RT alone] + UKI dual - IKI alonel). In terms of Figure 3, this may be representedas the mean length of the two dashedlines extending from the point that represents single-task performance to the horizontal and vertical coordinates of the point that representsdual-taskperfbrmance. Woodworth ( 1938)arguedthat the geometric mean may be a more meaningful way to combine dual-task scores.He pointed out that if an individual hasno divided attention ability at all, it would be possibleto completely ignore one task and to perform the other task at a level equal to the single-task performance.The resulting combined dualtask measure(using an arithmetic computation) would be equal to half of the average of the two taskswhen they were performed alone, and this would not accuratelyrepresent the subject'slack of time-sharing proficiency. Therefore, Woodworth reasoned, geometricmeansmay be a more reasonable way of expressingcombined dual-task performance.In terms of the presentexperiment 660 BENJAMIN L. SOMBERG AND TIMOTHY A. SALTHOUSE this may be expressedas ([RT dual - RT alonel2+ UKI dual - IKI alonel2)r/2.These valuesare depictedasthe solid diagonallines in Figure 3. Both divided attention cost measureswere calculated for each subject. The mean valuesfor the young and old subjects were 98 and 146, respectively,for the arithmetic computation, and 172 and 257, rcspectively, for the geometric computation. The agedifferenceswere significant for both the arithmetic and the geometric values, (30) : 2.09,p < .05,and t(30) : 2.03,p < .05, respectively. To take initial age differenceson singletask measuresinto account,it is necessaryto look at divided attention costsrelativeto single-taskperformance. The arithmetic computation for the averagesingle-taskperformanceis 7z(RTalone + IKI alone).In Figure 3 these values are representedas the mean length ofthe horizontal and vertical dashed lines extending from the axesto the points indicating single-taskperformance.The geometric respresentationof single-taskperformanceis ([RT alone])2+ UKI alonel2)r/2; it is illustrated in Figure 3 as the length of the diagonal lines connecting the origin to the points indicating single-task performance. Relative divided attention costs were then calculatedas ratios ofeach subject'sdivided attention coststo the averagesingle-taskperformance for that subject. The mean arithmetic ratios were .41 and .44 for the young and old subjects, respectively. Mean geometric ratios were .52 for the young subjects and .56 for the old subjects.In neither case did the agedifference approach statistical significance,(30) < I in both cases. In this experiment the absolute cost for divided attention was larger for the old subjects than for the young. When initial differencesin single-taskperformancewere controlled by examining dual-taskperformance relative to each subject'ssingle-taskperformance,however,there wasno agedifference. The similarity of the relative divided attention cost measuresin the two age gfoups is quite consistentwith the results of the first experiment and provides some generalizability of those findings. General Discussion This study has argued that a significant amount of the literature that has purported to havedemonstratedan adult agedifference in the ability of individuals to divide their attention among two or more simultaneous taskshasfailed to take severalimportant considerationsinto account. The presentexper- 0tD o Y0ultG E SIt{GLE-TASK a r OUAT.TASK / tttEAil0tvl0E0ATTEitTt0il c0sT MEAII SIlIGTE.TASK PCBf OBIIIAI{CE t00 200 300 400 REACT|0ilTIME(mec) 500 Figure 3. Mean responsetimes for reaction time and key tasks under single- and dual-task conditions: Experiment2. A a iments were desig and therefore it is the problems *err fioq it w:rs sug an rncreasein th paradigms used ! effects. Although this goal completr simultaneous visrl iment I are uniqu age differences an oftasks that haveI ond experiment w generalizethe findi to a situation in wl being measured. The secondissu studieshavefound task measures, n manc€ difficult ro periment in this stu procedure was usc tions for each sub comparable perfor task conditions. A condition (83.6% 84.3Vofor the oldcr condition (85.1% 85.3Vofor the older r cessofthis procedl . In making comp n essentialthat dl the samehsk. h mi older subjects a k than younger subjo the task bnd rhus in, of POCs.Atthoqh ot lnterpretation. tr did not change tbe lished comparablet vided attention fi The results of rhi r it is becaus€of a hf manipulation tbar r literature |6s srT*r lessable to divile t ger adults Thc hcr ment, in whic-bhrqt trolled by exaninin duced similar reorl this conclusionAnother isq.re rh many studies do nc DIVIDED ATTENTION ABILITIES 661 iments were designedto addresstheseissues, performancedata.The 100/0and 0/100 conand thereforeit is necessaryto seehow well ditions fulfill this requirementin Experiment the problems were overcome. l. Although theseconditions did require reFirst, it was suggestedthat there should be sponsesfor both arrays,the subjectswere inan increasein the number of experimental structedto completelyignoreone array. That paradigms used to study divided attention accuracy on the "unattended" display was effects.Although it is impossible to satisfy at chancelevel (50.2Voacrossboth agesand this goal completely in a single study, the conditions) indicatesthat the subjectsprobsimultaneousvisual displaysused in Exper- ably did not allocateany effort to thosestimiment I are unique in the researchof adult uli. In Experiment 2 there were conditions age differencesand contribute to the range in which eachtask was performed alone. oftasks that havebeeninvestigated.The secThe final issuediscussedwas the necessity ond experiment was designedspecificallyto to separateeffectsdue to divided attention generalizethe findingsof the first experiment limitations from effectsdue to resourcealto a situation in which speedof responsewas location strategies.The technique of exambeing measured. ining entire trade-off functions rather than The secondissuediscussedwas that most singledata points eliminated this ambiguity studieshavefound an agedifferenceon single in the first experiment.In the secondexpertask measures,making dual-task perfor- iment the comparableunit assumptionsugmance difficult to interpret. In the first ex- gestedthat ifa subjectsacrificedperformance periment in this study a duration adjustment on one task, it would be directly compenprocedure was used to find stimulus dura- satedfor by an equal gain in the other task. tions fior each subject that would produce Thus, regardlessof the way in which a subject compa.rableperformance levels for single- allocatedresourcesbetweenthe two tasks.the task conditions. Accuracies for the 100/0 mean performancewould be the same.One condition (83.6Vofor the young subjects; way of evaluatingthis assumptionis to com84.3%for the older subjects)and the 0/100 parethe variancesof the two tasks.If the two condition (85.l%ofor the young subjects; tasks really do have comparable scalesof 85.3%for the older subjects)attestto the suc- performance,then it would be expectedthat cessof this procedure. their variancesweresimilar. The pooledvari. In making comparisonsamong pOCs, it ancesfor the key and RT tasks in this exis essentialthat all subjectsperform exactly periment were 7,156.4and 7,410.5,respecthe sametask. It might be arguedthat giving tively. The parity ofthesevaluesis supportive older subjects a longer stimulus duration of the comparable unit assumption, and it than younger subjectsaltered the nature of therefore seemsjustifiable to use the mean the task and thus invalidatesthe comparison of the two tasks to representdual-task perof POCs.Although this is probably a matter formance. of interpretation, we feel that this procedure As the abovediscussiondemonstrates.the did not change the task but merely estab- two studiesreported here substantiallymeet lished comparablebaselinesfrom w-hichdi- the suggestedcriteria for divided attention vided attention effectscould be measured. research.The first experiment was designed The results of this experiment suggestthat specifically to address the difficulties that it is becauseof a failure to make this sort of have plagued previous research.In Experimanipulation that so much of the previous ment 2, someassumptionswererequired,but literature has suggestedthat older adults are the similarity of the results in the two exlessable to divide their attention than youn- periments suggeststhat they are quite reager adults. The fact that the secondexperi- sonableones.It may thus be concluded that ment, in which baselinedifferenceswereton- in thesepain oftasks, at least,no age-related t-rolle$by examining relativeageeffects,pro- divided attention effectwas found. The sugduced similar results providei support'for gestionis that there are other processes (e.g., this conclusion. memory or perceptualimpairments) that are Another issue that was raised was that responsiblefor the poorer performance of many studiesdo hot even collect single-task older subjectson individual tasks.However, 662 BENJAMIN L. SOMBERG AND TIMOTHY A. SALTHOUSE given these initial performance discrepancies, older individuals are just as capableas younger adults at processingadditional information. Given the conclusionof much of the earlier work, the results of theseexperiments are rather surprising.The presentrequite clear,and the earsultsare nevertheless lier conclusionswere basedon researchthat is difficult to evaluatebecauseof the uncontrolled factors describedearlier. It was pointed out that one way that age differencesin single-taskperformance have previouslybeen controlled for, as in a study by Parkinson,Lindholm, and Urell (1980), was to match subjectson single-taskmeasures.It was arguedthat this proceduremay have selectedsubjectswho were atypical of their age group, and it may thus have obscuredreal age differencesin divided attention ability. In the present study subjects were not selectedon any psychometricvariable; however,it was found that in both experimentsthe older subjectshad significantly higher WAIS vocabulary scores than the youngersubjects.Although it is possiblethat this differencemay partially account for the finding of no agOdifferencein divided attention performance,two factors make this an unlikely hypothesis.First, the subjectsin this experimentdemonstratedthe typical pattern of performanceon single-taskmeasures.The older subjectswere slower on the reaction time tasks and required a longer tachistoscopicdurationto achievean accuracycomparableto that ofthe youngersubjects.It was only on dual-task performance relative to these baselines that the age effect disappeared.Second,it was found that the WAIS Vocabulary scores were uncorrelated with divided attention measures.In the first experiment the correlation betweenWAIS Vocabularyscoreand divided attention costwas .12 for the young subjectsand -.11 for the old subjects.In the second experiment the correlationbetweenthe vocabularyscoreand the relativedivided attention cost was .18 for the young and -.15 for the old. A secondmajor contribution of this study is . methodological.Although the arguments herehavebeencouchedin terms of adult age differences,they may be applied to any individual difference comparisons.There are many practical as well as theoretical needs for measuresof divided attention ability, and the methodology describedhere provides a way of obtaining that information. The questionof controlling for differences under single-taskis of particular relevance when one is concernedwith measuringbetween-groupdifferencesin divided attention ability. Either the experimental conditions must be manipulated so that the initial performance under single-taskconditions is equivalent for all groups, or some type of data transformation (e.g.,the use of relative scores)must be employed.In the absenceof these, between-groupcomparisons may be meaningless. The difficulties associatedwith the confounding of divided attention limitations is an issue with resourceallocationstrategies any time that divided attention performance is assessed. The method that is usually employed is to collect only a single data point for each subjectunder dual-taskconditions. In this situation it is often uncertain whether two points differ becauseof divided attention limitations or whether they are actually two pointson the samePOC function.Only when enough data have been collectedso that the entire POC function may be constructedcan differencesbe unambiguouslyinterpreted. References Broadbent,D. E. Perceptionand communication.London: PergamonPress,1958. Broadbent,D. 8., & Heron, A. Effectsof a subsidiary task on performanceinvolving immediate memory by younger and older men. British Journal of Psychology,1962,53, 189-198. Clark, L. E., & Knowles,J. B. Agedifferencesin dichotic listeningperformance.Journal of Gerontology,1973, 28, t73-t'18. Craik, F. I. M. 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