Evidence of deontic reasoning in 3- and 4-year-old children

Size: px
Start display at page:

Download "Evidence of deontic reasoning in 3- and 4-year-old children"

Transcription

1 Memory & Cogitio 1996, 24 (6), Evidece of deotic reasoig i 3- ad 4-year-old childre DENISE DELL<\ROSA CUMMINS Uiversity ofarizoa, Tucso, Arizoa Deotic reasoig is reasoig about what oe may, ought, or ought ot do i a give set of circumstaces. Virtually all of our social istitutios ad child-rearig practices presume the capacity to reaso about deotic cocepts, such as what is permitted, obligated, or prohibited. Despite this, very little is kow about the developmet of deotic reasoig. Two experimets were coducted thatcotrastedchildre'sreasoigperformaceo deotic ad idicative reasoigtasks (i.e., the reduced array selectio versio of the Waso card selectio task). Like adults, childre as youg as 3 years of age were foud to adopt a violatio-detectig strategy more ofte whe reasoig about the deotic case tha whe reasoig about the idicative case. These results idicate thatviolatio detectio emerges as a effective deotic reasoig very early i huma developmet. Deotic reasoig is reasoig about what oe may, ought, or must ot do i a give set ofcircumstaces (Hilpie, 1971, 1981; Maktelow & Over, 1991). Virtually all of our social istitutios-from schools ad movie theaters to the justice system-presuppose a capacity to uderstad ad reaso about what is permitted, obligated, prohibited, or advised. Failure to reaso effectively about deotic cocepts ca have disastrous cosequeces, icludig scoldig, expulsio, legal actio, ad eve icarceratio. So fudametal is the presumed capacity to reaso about deotic cocepts that it uderlies most ofour childrearig practices. Adults typically try to guide ad structure childre's behavior by requirig them to adhere to coditioal deotic rules, such as "If you wat to play outside, you must wear a coat," or "All kidergarters must stay i the playgroud." I order to behave appropriately, childre must determie which actios are permitted, obligated, or prohibited, ad uder which coditios. Moreover, referece to social rules appear i childre's justificatios of their behavior as early as 24 moths of age (Du, 1988). Reasoig about deotic situatios, therefore, costitutes a major issue i childre's lives. Yet despite this, very little is kow about the developmetofdeotic reasoigad its relatio to other types ofreasoig. I recet years, deotic reasoig has loomed large i the adult psychological reasoig literature. I cotrast to their performace o statistical reasoig (see, e.g., Kahema, Slovic, & Tversky, 1982), idicative reasoig (e.g., Waso & Johso-Laird, 1972), ad mathematical or scietific problem-solvig tasks (e.g., Chi, Feltovich, & Glaser, 1981), adults typically perform cosistetly ad well o tasks requirig deotic reasoig (e.g., Cheg Correspodece should be addressed to D. D. Cummis, Psychology Departmet, Califoria State Uiversity, 6000 J Street, Sacrameto, CA ( dcummis@saclik.csus.edu). & Holyoak, 1985, 1989; Griggs & Cox, 1983; Maktelow & Over, 1991, 1995). I fact, so robust ad reliable is performace o deotic reasoig tasks that umerous proposals have bee put forth to explai it. The first explaatio is pragmatic reasoig schema theory (Cheg & Holyoak, 1985, 1989; Cheg, Holyoak, Nisbett, & Oliver, 1986). Accordigto this theory, adults excel at deotic reasoig because deotic cocepts costitute classes of frequetly ecoutered situatios for which collectios ofdomai-specific, goal-orieted rules are iduced. Oe such schema, the permissio schema, captures the relatioship betwee actios ad precoditios i a collectio ofrules, such as "Ifthe precoditio is satisfied, the the actio may be take." A secod theoretical explaatio is social exchage theory, which aalyzes deotic reasoig i terms ofcost/beefit aalysis ad cheater detectio (Cosmides, 1989; Cosmides & Tooby, 1994). These strategies are proposed to be iate, havig bee selected durig the evolutio ofour species to facilitate reasoig about social exchage (cooperative actio for mutual beefit). A third theory aalyzes deotic reasoig i terms ofviolatio-detectio strategies that are iate ad domai-specific for reasoig about deotic situatios (Cummis, i press). Fially, a fourth theory explais the deotic effect i terms ofthecostructio ad maipulatio ofmetal models o the basis ofsubjective utility (Maktelow & Over, 1990, 1991, 1995). Despite the very cosiderable differeces amog these theoretical explaatios, they all have oe thig i commo, ad that is the cetral role afforded violatio detectio i dea tic reasoig. As Gigerezer ad Hug (1992) poit out, a crucial part of reasoig deotically is appreciatig the ecessity of detectig violatios of deotic rules. For example, i the case of permissios, oe must esurethat o oe has take a specifiedactio without havig also satisfied some coditios (e.g., "Ifyou wat to take a book out of the library <permitted actio>, you must have a valid library card <coditio>"). 823 Copyright 1996 Psychoomic Society, Ic.

2 824 CUMMINS I the case of obligatios, oe must esure that o oe has avoided doig what is obligated (e.g., "If you lost a library book <coditio>, you must pay $25 i fies <obligatory actio>"). I the case of prohibitios, oe must esure that o oe has doe somethig forbidde (e.g., "No oe may slide dow the slide backward"). I cotrast, what costitutes optimal performace o idicative reasoig tasks (where reasoers are asked to test the truth of a rule) is the subject of some cotroversy. Traditioally, violatio detectio played a cetral role i ormative theories of idicative reasoig, because observig a violatio ofa idicative rule (hypothesis) disproves the rule (e.g., fidig a white rave disproves the rule "all raves are black") ad hece provides icotrovertible proofofits truth cotet (Popper, 1959). Seekig cofirmig evidece, which is the typical strategy employed by adults o idicative reasoig tasks, was cosidered at best a bias i the reasoig process ad at worst a error (Evas, 1989; Waso, 1968). Recetly, however, this assumptio has bee challeged by the argumet that a "seek cofirmatio" strategy ca be optimal uder certai circumstaces (Oaksford & Chater, 1994). However oe measures the ormative value ofthe strategies that adults typically employ o idicative ad deotic reasoig tasks, the fact remais that whe reasoig about deotic rules, adults spotaeously adopt a violatio-detectio strategy, ad whe reasoig about idicative rules, they spotaeously adopt cofirmatioseekig strategies (see Cummis, i press, for a review of this literature). Very little is kow, however, about whe these distict strategies emerge i childhood, owig primarily to the difficulty i developig tasks that work with populatios youger tha 6 or 7 years ofage (see, e.g., Girotto, Light, & Colboure, 1988; Komatsu & Galotti, 1986; Light, Blaye, Gilly, & Girotto, 1989; Light, Girotto, & Legrezi, 1990; Overto, Ward, Noveck, Black, & O'Brie, 1987; Sodia, Zaitchik, & Carey, 1991). I this paper, I describe the results oftwo experimets i which this issue was ivestigated with the use ofa task that allows childre's reasoig to be directly compared with that of adults. The task is based o the Waso reducedarray card selectio task, which requires the reasoer to choose whether to ispect potetially cofirmig or violatig cases whe testig a rule. The rules used here are "All squeaky mice are i the house" ad "All squeaky mice must stay i the house." The first is a idicative rule cocerig a factual state ofaffairs, whereas the secod is a deotic rule that specifies expected behavior. Discoverig squeaky mice who are outside the house falsifies the idicative rule; that is, it proves that the rule is false. But such discovery does ot disprove the deotic rule. Rather, it idetifies violators who have disobeyed the rule ad, presumably, will face appropriate cosequeces. The procedure employed is a modificatio ofoe used by Girotto et al. (1988) with 9- to 1O-year-old childre. Girotto et al. reported that childre i this age group were more likely to adopt a violatio-detectio strategy whe testig the rule "All buzzig bees must stay i the house" tha whe testig the idicative rule "All buzzig bees are i the house." Experimet 1 is a replicatio of Girotto et al. with a much youger age group, 3- ad 4-year-old childre. I Experimet 2, the tasks were modified i order to rule out competig explaatios ofthe deotic effect. Ifviolatiodetectio does emerge early as a deotic reasoig strategy, we would expect the same patter ofresults as is typically reported i the adult literature; that is, the childre should show a greater propesity to choose to ispect potetially violatig cases whe reasoig about a deotic rule tha they do whe reasoig about a idicative rule. EXPERIMENT 1 The methodology i this experimet replicates the crucial compoets ofgirotto et al. (1988), which is itself a modificatio of Waso's reduced array selectio task (Johso-Laird & Waso, 1970; Waso, 1968). I this task, reasoers are preseted with a coditioal rule (If <p>, the <q» i uiversally quatified form (All <p> are <q», ad are asked to test the rule by choosig whether to examie potetially cofirmig istaces (q) or potetially violatig istaces (). I order to iduce a deotic iterpretatio of the rule i the deotic task, the deotic reasoig task icluded a story i which a authority (Quee Mouse) uttered a prescriptive rule cocerig what the mice should do, ad the rule cotaied the modal "must" ("All squeaky mice MUST stay i the house"). I cotrast, the story i the idicative task described a hypothesis-testig situatio i which the experimeter uttered a descriptive rule (o modal) whose epistemic status eeded to be tested ("All squeaky mice ARE i the house"). It was predictedthat childre would be more likely to adopt a violatio-detectio strategy whe reasoig about a deotic rule tha whe reasoig about a idicative rule. Method Subjects. The subjects were 3- ad 4-year-old childre ( = 44 ad 40, respectively) recruited from day-care ceters ad preschools i Tucso. The age data for the 3-year-olds were as follows: rage = 3,1-3,11, Md = 3,6 i the deotic coditio, ad rage = 2,11-3, II, Md = 3,5 i the idicative coditio. For the 4-year-olds, rage = 4,0-4, II, Md = 4,4 i the deotic coditio, ad rage = 4,0-4, II, Md = 4,3 i the idicative coditio. Paretal coset was obtaied for each participat prior to participatio i the study. Materials. Materials icluded (I) 10 yellow rubber mice, 5 of which squeaked whe squeezed ad 5 of which did ot, (2) a "mouse house" 19.5 X 28 X 25 em, costructed from a large cardboard box ad spray-paited white, with a detachable 26 X 24 em door, (3) backyard play props, icludiga toy slide, picic table, ad tree. The backyard equipmet was arraged ext to the house so that mice iside ad outside the house were equally visible ad reachable. Oe squeaky ad oe osqueaky mouse (the latter will hereafter be referred to as quiet mice) were reserved for demostratio purposes. The remaiig eight mice were divided evely betwee the house ad the backyard, so that two quiet mice ad two squeaky mice appeared i each locatio. The mice were idetical i appearace. Detectio oftheir differece required squeezig them.

3 REASONING SCHEMAS 825 Procedure. Childre were tested idividually i their day-care ceter or preschool. The locatio of the house (o the child's right or left) was couterbalaced betwee subjects. Sessios were videotaped. All sessios bega with the followig verbatim protocol: <Name of child>, I'd like you to playa preted game with me. I'd like you to preted that this is a house, ad these mice [poitig to mice] live there. That's their home. Some of the mice have goe out ito the backyard to play, see? They're havig a good time, slidig dow the slide, ad playig o the picic table, ad aroud the tree. So these mice are i the house [poitig] ad these mice are i the backyard playig [poitig]. At ight everybody goes i the house, ad they close the door [door is affixed] so that they're ice ad safe ad othig ca get them. [Door removed.] Now <ame of child>, would you do me a quick favor? Would you poit to the mice that are i the house? Ad would you poit to the mice that are i the backyard? I have somethig else very iterestig to tell you about these mice. See how they all look exactly alike? But they're really differet because some of them squeak [demo squeaky mouse squeezed] ad some of the them are quiet [demo quiet mouse squeezed]. This is a squeaky mouse [squeezed] ad this is a quiet mouse [squeezed]. Squeeze this mouse ad you'll see it makes a lot of oise [child was allowed to squeeze squeaky mouse]. Now squeeze this oe [child was allowed to squeeze quiet mouse]. See? It's really quiet. It does't make ay oise at all. The deotic protocol cotiued as follows: I have somethig else iterestig to tell you. Sometimes i the eveig, the mice like to go out i the backyard to play. But whe the squeaky mice play, they get really excited ad they start to squeak, like this [squeezig mouse repeatedly]. Ad the you kow what happes? The eighborhood cat hears that squeakig, ad he comes ruig, ad pouces, ad chases the mice all aroud. [Stuffed toy cat appeared, chasig the mouse.] So it's ot safe for the squeaky mice outside. It's oly safe for the quiet mice. Now, the Quee Mouse heard about this. [Miie Mouse doll appeared.] The Quee Mouse is their mama, ad she makes importat rules that everyoe has to follow. So let's liste carefully because she's goig to make a rule ad we're goig to have to make sure obody disobeys. Quee Mouse: "Oh, I'm so worried about the squeaky mice because of that cat. It's ot safe outside for the squeaky mice because of that cat, so I'm goig to make a rule, ad the rule is ALL SQUEAKY MICE MUST STAY IN THE HOUSE. YES, ALL SQUEAKY MICE HAVE TO STAY IN THE HOUSE." She said all the squeaky mice must stay i the house, so let's make sure obody is breakig that rule, Ok? Let's make sure o oe is disobeyig the Quee. Which mice should we check, those that are i the house, or those that are i the backyard playig? The order of the query (iside first or outside first) was couterbalaced betwee subjects. The idicative coditio protocol cotiued after the geeral itroductio with the followig: Now, I'm goig to tell you somethig, but I might be trickig you, so listecarefully. I kow somethig. I kow that ALL THE SQUEAKY MICEARE IN THE HOUSE. YES, ALL THE SQUEAKY MICE ARE IN THE HOUSE." Was I trickig you? Which mice should we squeeze to fid out whether I was trickig you, the oes that are i the house, or the oes that are i the backyard playig? The order of the query (iside first or outside first) was couterbalaced betwee subjects. The child was required first to poit ad state verbally which mice had to be squeezed to test the rule, ad was the allowed to actually squeeze them. Results ad Discussio All childre chose to squeeze oly the mice that they had i fact poited to i orderto aswer the iitial query. The umber ofchildre i each age group who idicated that the mice i the backyard had to be checked (i.e., the violatig case) is show i Table I. Table 1 Number Correct (- q) Selectios Amog 3- ad 4-Year-Olds i Deotic ad Idicative Reasoig Cotexts (Experimet 1) Age 3 4 Deotic Reasoig Cotext 22 EXPERIMENT 2 22 Although the results of Experimet I are compellig, they do ot provide uequivocal evidece for the deotic effect due to the structure ofgirotto et al.'s (1988) embeddig stories. It might have bee the case that childre i the deotic coditio were more likely to check the mice who were outside because of the dager posed by the lurkig cat, ad ot because ofay particular propesity to adopt a violatio-detectio strategy oly whe reasoig about deotic situatios. To rule out this possibility, the procedure was modified to iclude the cat ad all of its ramificatios i the idicative story coditio. A secod modificatio was the removal of the referece to "trickig" o the part ofthe experimeter. Although childre as youg as 2 years of age are capable of deliberately lyig about their actios, reliable ad cosistet reasoig about acts ofdeceptio ad false beliefs i others are difficult to demostrate i populatios youger tha 4 (see Leekam, 1992; Leslie, 1994; ad Leslie & Roth, 1993, for reviews ofthis literature). Istead, Miie Mouse was itroduced as a potetially ureliable character who stated that all the squeaky mice were i the house, ad 7 7 Idicative Amog 3-year-olds, 68% selected the case i the deotic coditio, whereas oly 32% did so i the idicative coditio, a doublig i performace that was statistically reliable [G2(1) = 5.95,p <.02]. Amog 4-yearolds, 85% selected the case i the deotic case, whereas oly 35% did so i the idicative coditio, a differece that was also statistically reliable [G2(1) = 11.03, p <.0 I]. These results replicate those ofgirotto et al. (1988) with a much youger age group, thereby idicatig that childre as youg as 3 years of age adopt a violatiodetectio strategy whe reasoig about deotic rules. I cotrast, they do ot adopt this type ofstrategy whe reasoig about idicative rules; they adopt istead a cofirmatio-seekig strategy. I other words, by the age of3, the deotic-idicative distictio is already apparet i childre's reasoig strategies. The magitude of this performace differece is approximately the same as that observed i adult performace (see, e.g., Cheg & Holyoak, 1985, 1989; Griggs & Cox, 1983; Maktelow & Over, 1991). This suggests that a distictio betwee reasoig about what oe should do (deotic) ad determiig the epistemic status ofa rule (idicative) emerges quite early i developmet ad persists ito adulthood.

4 826 CUMMINS the childre were asked to fid out whether or ot she was wrog. Although this seems to require reasoig about false beliefs, this procedure has bee used successfully with 3-year-olds o false belieftasks (Wellma& Bartsch, 1988; Zaitchik, 1991). The major differece betwee this ad the stadard false belief task is that the childre do ot kow where the squeaky mice really are, ad so they are ot required to choose betwee the curret reality (where the mice really are) ad a couterfactual belief (where someoe falsely believes them to be). Ifthe results of Experimet 1were i fact due to greater propesity to seek violatios whe reasoig about deotic rules, the the results ofexperimet 1 should be replicated. Ifthe differece i reasoig strategies observed i Experimet 1 was istead due to cocer about keepig the mice safe from the cat, the childre shouldshow a preferece for checkig the outside () mice i both the deotic ad the idicative coditios. Method Subjects. Subjects were 3- ad4-year-old childre ( = 70 ad 40,respectively) recruited from day-care ceters ad preschools i Tucso. The age data forthe 3-year-olds were as follows: rage = 2,6-3,11, Md = 3,6 ithedeotic coditio, ad rage = 2,11-3,11, Md = 3,5 itheidicative coditio. Forthe4-year-olds, rage = 4,0-4,II, Md = 4,6 ithedeotic coditio, ad rage = 4,0-4,II, Md = 4,6itheidicative coditio. Paretal coset was obtaied foreach participat prior to participatio i thestudy. Materials. The same materials asthose iexperimet I were used here. Couterbalacig was otcompletely eve amog 3-year-olds, owig toueve class sizes. Procedure. Allsessios were audiotaped. The deotic storywas idetical totheoeused iexperimet I. The idicative story coditio was modified sothatthe sectio followig theitroductio cotiued thus: I have somethig else iterestig to tell you. Sometimes i the eveig, the mice like to go out ithe backyard to play. But whe the squeaky mice play, they get really excited ad they start to squeak, like this [squeezig mouse repeatedly]. Ad the you kow what happes? The eighborhood cat hears that squeakig, ad he comes ruig, ad pouces, ad chases the mice all aroud. [Stuffed toy cat appeared, chasig the mouse.] So it's ot safe for the squeaky mice outside. It's oly safe for the quiet mice. Now, I'd like you tomeet someoe. This is Miie Mouse. [Miie Mouse stuffed aimal appeared.] Miie likes totell kids thigs, so let's liste carefully because we're goig to have to figure out whether what she says isright orwrog. Miie Mouse: "Hi, <ame ofchild>! Ikow somethig about the mice. Uh, huh! I kow that IT'S NOT SAFE OUTSIDE FOR THE SQUEAKY MICE BECAUSE OF THAT CAT, SO ALL THE SQUEAKY MICE ARE IN THE HOUSE! YES, ALL THE SQUEAKY MICE ARE IN THE HOUSEl" Now, I woder ifshe could be wrog about that. Let's fid out. Which mice should we squeeze to fid out ifshe's wrog, the mice that are iside the house, or the mice that are i the backyard playig? Results ad Discussio Oe 3-year-old i the deotic coditio chose to squeeze all of the mice despite havig idicated "outside" durig the iitial query, so his data were excluded from aalysis. The remaiig umber of childre correctly selectig the case (backyard) is show i Table 2. I the deotic coditio, 62% of the 3-year-olds selected the mice playig i the backyard i the deotic coditio, whereas oly 37% did so i the idicative co- Table 2 Number Correct() Selectios Amog 3- ad 4-Year-Olds i Deotic ad Idicative Reasoig Cotexts (Experimet 2) Age Reasoig Cotext Deotic Idicative GENERAL DISCUSSION 35 ditio, a relatioship that was sigificat [G2(l) = 4.23, p <.05]. Similarly, 80% ofthe 4-year-olds correctly idicated that the mice playig i the backyard eeded to be checked, whereas oly 30% did so i the idicative coditio, a statistically reliable effect [G2(l) = 10,60, p <.01]. Compariso ofthese percetages with the oes obtaied i Experimet 1 suggest that the modificatio i the idicative story coditio had little effect o the childre's performace. I Experimet 1, 32% of the 3-year-olds selected ; 37% did so here. Amog 4-year-olds, 35% selectedthe case, whereas 30% did so here. Give the similar levels of performace o the idicative-cotet task across the two experimets, it seems reasoable to coclude that the crucialfactor ifluecigchildre sreasoig was the deotic cotext, ad ot the dager posed by the cat i the stories. Moreover, the differece i performace levels betwee the coditios is particularly strikig whe oe cosiders how similar the reasoig rules were-that is, "ALL SQUEAKY MICE MUST STAY IN THE HOUSE" versus "ALL SQUEAKY MICE ARE IN THE HOUSE." The oly differece is to be foud i the deotic iterpretatio afforded by the deotic story cotext ad the presece of the modal "must." The data reported here clearly show that childre as youg as 3 years ofage adopt a violatio-detectio strategy whe reasoig about deotic situatios ad a cofirmatio-seekig strategy whe reasoig about idicative tasks. These results strogly suggest that these domai-specific reasoig strategies emerge early i developmet, beig i place by at least the 3rd year oflife. These results are cosistet with the explosio of research showig evidece of early emergig domaispecific reasoig capacities, icludig reasoig about the permaece ad rigidity of objects as well as costraits o their motio (Baillargeo, 1987, 1994; Spelke, 1994), physical causality (Leslie, 1984; Leslie & Keeble, 1987), biomechaical movemet (Bertethal, 1984, 1985), the abstract cocept ofumber ad arithmetic operatios (Starkey, Spelke, & Gelma, 1990; Wy, 1992), the meaig ofemotioal facial expressios (Campos & Steberg, 1981), the reciprocal ature of certai social iteractios (Vadell & Wilso, 1987), otological category (Carey, 1985; Keil, 1986), ad certai aspects of moral reasoig (Miller, 1986; Miller & Bersoff, 1988; Turiel, 1983, 1989).

5 REASONING SCHEMAS 827 These results do ot provide uequivocal support for the stroger view, take by may developmetalists i explaiig their results, that early emergece occurs because deotic reasoig strategies are iate. The possibility exists that by the age of3, youg childre have experieced a sufficiet umber of deotic situatios to eable them to iduce a suitably abstract schema. This is a explaatio that is cosistet with pragmatic reasoig schema theory i that it attributes early emergece to the frequecy ad urgecy with which deotic reasoig situatios preset themselves durig early childhood. I other words, there is ample opportuity to iduce a schema for reasoig about deotic situatios. Alteratively, the childre i this study might have bee reasoig aalogically, detectig sufficiet similarity betwee the mice's deotic cotext ad oes that they themselves have experieced to allow them to retrieve relevat kowledge cocerig the outcomes ofobediet ad disobediet behaviors from memory. There are other reasos, however, to believe that deotic reasoig strategies might i fact costitute a iate part ofour cogitive architecture. Cummis (i press) argues that the deotic effect provides a uique glimpse ito the iate structure of the huma reasoig architecture. At the heart of this positio lies a evolutioary argumet. Evolutioary theory is based o the assumptio that there is a causal relatioship betwee the adaptive problems that a species repeatedly ecouters durig its evolutio ad the desig ofits pheotypic structures. My positio is that oe ofthe largest selective pressures faced durig the evolutio of our reasoig architecture was the eed to reaso effectively about domiace hierarchies, ad that survival withi the domiace hierarchy requires effective deotic reasoig strategies. I fuctioal terms, a domiace hierarchy is simply the statistical observatio that "particular idividuals i social groups have regular priority of access to resources... i competitive situatios" (Clutto-Brock & Harvey, 1976). It is a characteristic of early all mammalia ad avia societies. The role ofdomiace is most proouced i situatios characterized by high levels of competitio for resources, such as high populatio desity or the oset of breedig seaso. This suggests that strog evolutioary pressure has favored the evolutio of reasoig capacities aimed specifically at recogizig ad exploitig social domiace relatios, a coclusio that is supported by empirical observatio. Cosider first the cocept of permissio. Those who curretly domiate resources determie who may egage i which activities whe, ad they puish trasgressors. For example, domiat male primates moopolize reproductio opportuities by aggressio agaist females ad subordiate males who are caught cosortig (de Waal, 1982). To avoid agoistic ecouters, it is therefore crucial to reaso effectively about what is permitted ad what isforbidde. It is i the iterest ofsubordiates, o the other had, to broade their access to available resources. I other words, it is i their iterest to move up i rak. Amog primates, domiace rakig is ot cor- related with size. Istead, oe's rak i the hierarchy depeds crucially o the ability to form ad maitai strog alliaces, ad alliaces are formed ad maitaied o the basis ofreciprocal obligatios, aother deotic cocept. For example, Cheey ad Seyfarth (1990, pp ) have reported that vervet mokeys are more likely to respod to calls from o-ki durig agoistic ecouters if the caller has groomedthem recetly; they also form the strogest alliaces with idividuals who groom them most ofte. This patter ofbehavior suggests a appreciatio ofa obligatio structurewherei groomigobligates the groomee to itervee o the part ofthe groomer i future agoistic ecouters, while givig the groomee grouds to expect such assistace, ad hece permissio to egage i ecouters he or she would otherwise avoid. Primate field studies, therefore, suggest that sesitivity to deotic cotet plays a crucial role i determiig a idividual's fate withi primate social groups. The eed to reaso effectively about permissio/prohibitio structures ad reciprocal obligatios looms exceedigly large i primate commuities. Failure to adhere to permissio ad obligatio structures leads to baishmet from the social group, a situatio that ca have disastrous cosequeces for survival. Clearly, ifour reasoig architecture evolved i respose to the eed to reaso effectively about adaptively crucial problems, ad ifsurvival depeds crucially o stayig withi the social group, the few problems carry greater survival cosequeces amog social species tha those ivolvig deotic cotets. This strogly suggests that deotic reasoig strategies-or their precursors-are part ofour primate geetic heritage. For this reaso, we would expect to observe the early emergece ofviolatio-detectio as a domai-specific deotic reasoig strategy, just as we have observed here with 3-year-old childre. There are two importat cotrasts with regard to the evolutioary explaatio offered by Cummis (i press) ad the social exchage theory proposed by Cosmides ad Tooby. The first is whether the deotic effect is species specific-that is, particular to humas. Social exchage theory explais the deotic effect i terms ofa cheater-detectio reasoig strategy shaped ad selected by evolutioary forces specifically to facilitate reasoig about social exchage, a activity that is most developed amog humas ad that appeared most strikigly amog humas durig the Pleistocece (Cosmides, 1989; Cosmides & Tooby, 1989, 1992, 1994). The evidece cited from the primatology literature suggests that violatio-detectio is ot specific to our species. The secod is whether the deotic effect reflects a strategy that is specialized for reasoig about social exchage or for deotic situatios broadly defied. Deotic situatios are ay situatios that require reasoig about what is socially obliged, permitted, prohibited, cautioed, or advised (what oe ought to do). Social exchage is just oe type of deotic situatio. It is difficult to frame the curret tasks i terms of social exchage, sice there is o cooperatio betwee idividuals for mutual beefit; istead, there is oly obediece to a authority's pre-

6 828 CUMMINS scriptive rule. For this reaso, perhaps the most parsimoious explaatio of the results reported here is that the early emergece of a domai-specific violatiodetectio strategy reflects a iate propesity for recogizig deotic rules ad the ecessity of seekig violatios of them. REFERENCES BAILLARGEON, R. (1987). Object permaece i 3Yz- ad 4 Yz-mothold ifats. Developmetal Psychology, 23, BAILLARGEON, R. (1994). How do ifats lear about the physical world? Curret Directios i Psychological Sciece, 3, BERTENTHAL, B. I. (1984). Ifat sesitivity to figural coherece i biomechaical motios. Joural ofexperimetal Child Psychology, 37, BERTENTHAL, B. I. (1985). The developmet of sesitivity to biomechaical motios. Child Developmet, 56, CAMPOS, J. J., & STENBERG, C. (1981). Perceptio, appraisal, ad emotio: The oset of social referecig. I M. Lewis & L. Roseblum (Eds.), Ifat social cogitio: Empirical ad theoretical cosideratios (pp ). Hillsdale, NJ: Erlbaum. CAREY, S. (1985). Coceptual chage i childhood. Cambridge, MA: MIT Press. CHENEY, D. L., & SEYFARTH, R. M. (1990). How mokeys see the world. Chicago: Uiversity ofchicago Press. CHENG, P.w., & HOLYOAK, K. J. (1985). Pragmatic reasoig schemas. Cogitive Psychology, 17, CHENG, P. W., & HOLYOAK, K. J. (1989). O the atural selectio of reasoig theories. Cogitio, 33, CHENG, P.w., HOLYOAK, K. J., NISBETT, R. E., & OLIVER, L. M. (1986). Pragmatic vs sytactic approaches to traiig deductive reasoig. Cogitive Psychology, 18, CHI, M. T. H., FELTOVICH, P. J., & GLASER, R. (1981). Categorizatio ad represetatio ofphysics problems by experts ad ovices. Cogitive Sciece, 6, CLUTTON-BROCK, T. H., & HARVEY, P. H. (1976). Evolutioary rules ad primate societies. I P. P. G. Bateso & R. A. Hide (Eds.), Growig poits i ethology (pp ). Cambridge: Cambridge Uiversity Press. COSMIDES, L. (1989). The logic of social exchage: Has atural selectio shaped how humas reaso? Studies with the Waso selectio task. Cogitio, 31, COSMIDES, L., & TOOBY, J. (1989). Evolutioary psychology ad the geeratio culture: Part I!. Case study: A computatioal theory of social exchage. Ethology & Sociobiology, 10, COSMIDES, L., & TOOBY, J. (1992). Cogitive adaptatios for social exchage. I 1. Barkow, L. Cosmides, & 1. Tooby (Eds.), The adapted mid: Evolutioary psychology ad the geeratio of culture (pp ). New York: Oxford Uiversity Press. COSMIDES, L., & TOOBY, J. (1994). Beyod ituitio ad istict blidess: Toward a evolutioarily rigorous cogitive sciece. Cogitio, 50, CUMMINS, D. D. (i press). Evidece for the iateess ofdeotic reasoig. Mid & Laguage. DEWAAL, F. B. M. (1982). Chimpazee politics. New York: Harper & Row. DUNN, J. (1988). The begiigs ofsocial uderstadig. Oxford: Basil Blackwell. EVANS, J. ST. B. (1989). Bias i huma reasoig. Hillsdale, NJ: Erlbaum. GIGERENZER, G., & HUG, K. (1992). Domai-specific reasoig: Social cotracts, cheatig, ad perspective chage. Cogitio, 43, GIROTTO, v., LIGHT, P.,& COLBOURN, C. J. (1988). Pragmatic schemas ad coditioal reasoig i childre. Quarterly Joural ofexperimetal Psychology, 40A, GRIGGS, R. A., & Cox, J. R. (1983). The effects ofproblem cotet ad egatio o Waso's selectio task. Quarterly Joural ofexperimetal Psychology, 35A, HILPINEN, R. (1971). Deotic logic: Itroductory ad systematic readigs. Bosto: ReidellKluwer. HILPINEN, R. (1981). New studies i deotic logic: Norms, actios, ad the foudatios ofethics. Bosto: ReidellKluwer. JOHNSON-LAIRD, P. N., & WASON, P.C. (1970). Isight ito a logical relatio. Quarterly Joural ofexperimetal Psychology, 22, KAHNEMAN, D., SLOVIC, P., & TVERSKY, A. (1982). Judgemet uder ucertaity: Heuristics ad biases. Cambridge: Cambridge Uiversity Press. KEIL, F. C. (1986). The acquisitio ofatural kid ad artifact terms. I W. Demopoulos & A. Marras (Eds.), Laguage learig ad cocept acquisitio: Foudatioal issues (pp ). Norwood, NJ: Ablex. KOMATSU, L. K., & GALOTTI, K. M. (1986). Childre's reasoig about social, physical, ad logical regularities: A look at two worlds. Child Developmet, 57, LEEKAM, S. R. (1992). Believig ad deceivig: Steps to becomig a good liar. I S. 1. Ceci, M. DeSimoe Leichtma, & M. E. Putick (Eds.), Cogitive ad social factors i early deceptio (pp ). Hillsdale, NJ: Erlbaum. LESLIE, A. M. (1984). Spatiotemporal cotiuity ad the perceptio of causality i ifats. Perceptio, 13, LESLIE, A. M. (1994). ToMM, ToBY, ad agecy: Core architecture ad domai specificity. I L. A. Hirshfel & S. A. Gelma (Eds.), Mappig the mid: Domai specificity i cogitio ad culture. Cambridge: Cambridge Uiversity Press. LESLIE, A. M., & KEEBLE, S. (1987). Do six-moth-old ifats perceive causality? Cogitio, 25, LESLIE, A. M., & ROTH,D. (1993). What autism teaches us about misrepresetatio. I S. Baro-Cohe, H. Tager-Flusberg, & D. 1.Cohe (Eds.), Uderstadig other mids: Perspectivesfrom autism (pp. 83 III). Oxford: Oxford Uiversity Press. LIGHT, P., BLAYE, A., GILLY, M., & GIROTTO, V. (1989). Pragmatic schemas ad logical relatios i 6- to 8-year-old childre. Cogitive Developmet, 4, LIGHT, P., GIROTTO, v., & LEGRENZI, P. (1990). Childre's reasoig o coditioal promises ad permissios. Cogitive Developmet, 5, MANKTELOW, K. I., & OVER, D. E. (1990). Deotic thought ad the selectio task. I K. 1.Gilhooly, M. T. Keae, R. H. Logie, ad G. Erdos (Eds.), Liesofthikig (Vol. I, pp ). Chichester, U.K.: Wiley. MANKTELOW, K. I., & OVER,D. E. (1991). Social roles ad utilities i reasoig with deotic coditioals. Cogitio, 39, MANKTELOW, K. I., & OVER, D. E. (1995). Deotic reasoig. I S. E. Newstead & 1. St. B. Evas (Eds.), Perspectives o thikig ad reasoig(pp ). Hillsdale, NJ: Erlbaum. MILLER, J. (1986). Early cross-cultural commoalities i social explaatio. Developmetal Psychology, 22, MILLER, J., & BERSOFF, D. M. (1988). Whe do America childre ad adults reaso i social covetioal terms? Developmetal Psychology, 24, OAKSFORD, M., & CHATER, N. (1994). A ratioal aalysis ofthe selectio task as optimal data selectio. Psychological Review, 101, OVERTON, W., WARD, S., NOVECK, I., BLACK, J., & O'BRIEN, D. (1987). Form ad cotet i the developmet of deductive reasoig. Developmetal Psychology, 23, POPPER, K. (1959). The logic ofscietific discovery. Lodo: Hutchiso. SODIAN, B., ZAITCHIK, D., & CAREY, S. (1991). Youg childre's differetiatio ofhypothetical beliefs from evidece. Child Developmet, 62, SPELKE, E. (1994). Iitial kowledge: Six suggestios. Cogitio, 50, STARKEY, P.,SPELKE, E. S., & GELMAN, R. (1990). Numerical abstractio by huma ifats. Cogitio, 36, TuRIEL,E. (1983). The developmet ofsocial kowledge: Morality ad covetio. Cambridge: Cambridge Uiversity Press. TuRIEL,E. (1989). Domai-specific social judgmets ad domai ambiguities. Merrill-Palmer Quarterly, 35, 89-1 J4.

7 REASONING SCHEMAS 829 YANDELL, L., & WILSON, K. S. (1987). Ifat's iteractios with mother, siblig, ad peer: Cotrasts ad relatios betwee iteractio systems. Child Developmet, 58, WASON, P. C. (1968). Reasoig about a rule. Quarterly Joural ofexperimetal Psychology,, WASON, P. c.,& JOHNSON-LAIRD, J. L. (1972). Psychology ofreasoig: Structure ad cotet. Lodo: Batsford. WELLMAN, H. M., & BARTSCH, K. (1988). Youg childre's reasoig about beliefs. Cogitio, 30, WYNN, K. (1992). Additio ad subtractio by huma ifats. Nature, 358, ZAITCHIK, D. (1991). Is oly seeig really believig? Sources of true beliefs i the false belieftask. Cogitive Developmet, 6, 91- I03. (Mauscript received October 13,1995; revisio accepted for publicatio February I I, 1996.)

'Norwegian University of Science and Technology, Department of Computer and Information Science

'Norwegian University of Science and Technology, Department of Computer and Information Science The helpful Patiet Record System: Problem Orieted Ad Kowledge Based Elisabeth Bayega, MS' ad Samso Tu, MS2 'Norwegia Uiversity of Sciece ad Techology, Departmet of Computer ad Iformatio Sciece ad Departmet

More information

E-LEARNING USABILITY: A LEARNER-ADAPTED APPROACH BASED ON THE EVALUATION OF LEANER S PREFERENCES. Valentina Terzieva, Yuri Pavlov, Rumen Andreev

E-LEARNING USABILITY: A LEARNER-ADAPTED APPROACH BASED ON THE EVALUATION OF LEANER S PREFERENCES. Valentina Terzieva, Yuri Pavlov, Rumen Andreev Titre du documet / Documet title E-learig usability : A learer-adapted approach based o the evaluatio of leaer's prefereces Auteur(s) / Author(s) TERZIEVA Valetia ; PAVLOV Yuri (1) ; ANDREEV Rume (2) ;

More information

Consortium: North Carolina Community Colleges

Consortium: North Carolina Community Colleges Associatio of Research Libraries / Texas A&M Uiversity www.libqual.org Cotributors Collee Cook Texas A&M Uiversity Fred Heath Uiversity of Texas BruceThompso Texas A&M Uiversity Martha Kyrillidou Associatio

More information

CONSTITUENT VOICE TECHNICAL NOTE 1 INTRODUCING Version 1.1, September 2014

CONSTITUENT VOICE TECHNICAL NOTE 1 INTRODUCING  Version 1.1, September 2014 preview begis oct 2014 lauches ja 2015 INTRODUCING WWW.FEEDBACKCOMMONS.ORG A serviced cloud platform to share ad compare feedback data ad collaboratively develop feedback ad learig practice CONSTITUENT

More information

arxiv: v1 [cs.dl] 22 Dec 2016

arxiv: v1 [cs.dl] 22 Dec 2016 ScieceWISE: Topic Modelig over Scietific Literature Networks arxiv:1612.07636v1 [cs.dl] 22 Dec 2016 A. Magalich, V. Gemmetto, D. Garlaschelli, A. Boyarsky Uiversity of Leide, The Netherlads {magalich,

More information

Natural language processing implementation on Romanian ChatBot

Natural language processing implementation on Romanian ChatBot Proceedigs of the 9th WSEAS Iteratioal Coferece o SIMULATION, MODELLING AND OPTIMIZATION Natural laguage processig implemetatio o Romaia ChatBot RALF FABIAN, MARCU ALEXANDRU-NICOLAE Departmet for Iformatics

More information

part2 Participatory Processes

part2 Participatory Processes part part2 Participatory Processes Participatory Learig Approaches Whose Learig? Participatory learig is based o the priciple of ope expressio where all sectios of the commuity ad exteral stakeholders

More information

HANDBOOK. Career Center Handbook. Tools & Tips for Career Search Success CALIFORNIA STATE UNIVERSITY, SACR AMENTO

HANDBOOK. Career Center Handbook. Tools & Tips for Career Search Success CALIFORNIA STATE UNIVERSITY, SACR AMENTO HANDBOOK Career Ceter Hadbook CALIFORNIA STATE UNIVERSITY, SACR AMENTO Tools & Tips for Career Search Success Academic Advisig ad Career Ceter 6000 J Street Lasse Hall 1013 Sacrameto, CA 95819-6064 916-278-6231

More information

Application for Admission

Application for Admission Applicatio for Admissio Admissio Office PO Box 2900 Illiois Wesleya Uiversity Bloomig, Illiois 61702-2900 Apply o-lie at: www.iwu.edu Applicatio Iformatio I am applyig: Early Actio Regular Decisio Early

More information

Fuzzy Reference Gain-Scheduling Approach as Intelligent Agents: FRGS Agent

Fuzzy Reference Gain-Scheduling Approach as Intelligent Agents: FRGS Agent Fuzzy Referece Gai-Schedulig Approach as Itelliget Agets: FRGS Aget J. E. ARAUJO * eresto@lit.ipe.br K. H. KIENITZ # kieitz@ita.br S. A. SANDRI sadra@lac.ipe.br J. D. S. da SILVA demisio@lac.ipe.br * Itegratio

More information

2014 Gold Award Winner SpecialParent

2014 Gold Award Winner SpecialParent Award Wier SpecialParet Dedicated to all families of childre with special eeds 6 th Editio/Fall/Witer 2014 Desig ad Editorial Awards Competitio MISSION Our goal is to provide parets of childre with special

More information

Management Science Letters

Management Science Letters Maagemet Sciece Letters 4 (24) 2 26 Cotets lists available at GrowigSciece Maagemet Sciece Letters homepage: www.growigsciece.com/msl A applicatio of data evelopmet aalysis for measurig the relative efficiecy

More information

On March 15, 2016, Governor Rick Snyder. Continuing Medical Education Becomes Mandatory in Michigan. in this issue... 3 Great Lakes Veterinary

On March 15, 2016, Governor Rick Snyder. Continuing Medical Education Becomes Mandatory in Michigan. in this issue... 3 Great Lakes Veterinary michiga veteriary medical associatio i this issue... 3 Great Lakes Veteriary Coferece 4 What You Need to Kow Whe Issuig a Iterstate Certificate of Ispectio 6 Low Pathogeic Avia Iflueza H5 Virus Detectios

More information

VISION, MISSION, VALUES, AND GOALS

VISION, MISSION, VALUES, AND GOALS 6 VISION, MISSION, VALUES, AND GOALS 2010-2015 VISION STATEMENT Ohloe College will be kow throughout Califoria for our iclusiveess, iovatio, ad superior rates of studet success. MISSION STATEMENT The Missio

More information

also inside Continuing Education Alumni Authors College Events

also inside Continuing Education Alumni Authors College Events SUMMER 2016 JAMESTOWN COMMUNITY COLLEGE ALUMNI MAGAZINE create a etrepreeur creatig a busiess a artist creatig beauty a citize creatig the future also iside Cotiuig Educatio Alumi Authors College Evets

More information

Mental Models and the Meaning of Connectives: A Study on Children, Adolescents and Adults

Mental Models and the Meaning of Connectives: A Study on Children, Adolescents and Adults Mental Models and the Meaning of Connectives: A Study on Children, Adolescents and Adults Katiuscia Sacco (sacco@psych.unito.it) Monica Bucciarelli (monica@psych.unito.it) Mauro Adenzato (adenzato@psych.unito.it)

More information

Two-Valued Logic is Not Sufficient to Model Human Reasoning, but Three-Valued Logic is: A Formal Analysis

Two-Valued Logic is Not Sufficient to Model Human Reasoning, but Three-Valued Logic is: A Formal Analysis Two-Valued Logic is Not Sufficient to Model Human Reasoning, but Three-Valued Logic is: A Formal Analysis Marco Ragni 1, Emmanuelle-Anna Dietz 2, Ilir Kola 1, and Steffen Hölldobler 2 1 Research Group

More information

Effective practices of peer mentors in an undergraduate writing intensive course

Effective practices of peer mentors in an undergraduate writing intensive course Effective practices of peer mentors in an undergraduate writing intensive course April G. Douglass and Dennie L. Smith * Department of Teaching, Learning, and Culture, Texas A&M University This article

More information

SCHEMA ACTIVATION IN MEMORY FOR PROSE 1. Michael A. R. Townsend State University of New York at Albany

SCHEMA ACTIVATION IN MEMORY FOR PROSE 1. Michael A. R. Townsend State University of New York at Albany Journal of Reading Behavior 1980, Vol. II, No. 1 SCHEMA ACTIVATION IN MEMORY FOR PROSE 1 Michael A. R. Townsend State University of New York at Albany Abstract. Forty-eight college students listened to

More information

Concept mapping instrumental support for problem solving

Concept mapping instrumental support for problem solving 40 Int. J. Cont. Engineering Education and Lifelong Learning, Vol. 18, No. 1, 2008 Concept mapping instrumental support for problem solving Slavi Stoyanov* Open University of the Netherlands, OTEC, P.O.

More information

A. What is research? B. Types of research

A. What is research? B. Types of research A. What is research? Research = the process of finding solutions to a problem after a thorough study and analysis (Sekaran, 2006). Research = systematic inquiry that provides information to guide decision

More information

Systematic reviews in theory and practice for library and information studies

Systematic reviews in theory and practice for library and information studies Systematic reviews in theory and practice for library and information studies Sue F. Phelps, Nicole Campbell Abstract This article is about the use of systematic reviews as a research methodology in library

More information

Abstractions and the Brain

Abstractions and the Brain Abstractions and the Brain Brian D. Josephson Department of Physics, University of Cambridge Cavendish Lab. Madingley Road Cambridge, UK. CB3 OHE bdj10@cam.ac.uk http://www.tcm.phy.cam.ac.uk/~bdj10 ABSTRACT

More information

The Use of Statistical, Computational and Modelling Tools in Higher Learning Institutions: A Case Study of the University of Dodoma

The Use of Statistical, Computational and Modelling Tools in Higher Learning Institutions: A Case Study of the University of Dodoma International Journal of Computer Applications (975 8887) The Use of Statistical, Computational and Modelling Tools in Higher Learning Institutions: A Case Study of the University of Dodoma Gilbert M.

More information

The ADDIE Model. Michael Molenda Indiana University DRAFT

The ADDIE Model. Michael Molenda Indiana University DRAFT The ADDIE Model Michael Molenda Indiana University DRAFT Submitted for publication in A. Kovalchick & K. Dawson, Ed's, Educational Technology: An Encyclopedia. Copyright by ABC-Clio, Santa Barbara, CA,

More information

PREP S SPEAKER LISTENER TECHNIQUE COACHING MANUAL

PREP S SPEAKER LISTENER TECHNIQUE COACHING MANUAL 1 PREP S SPEAKER LISTENER TECHNIQUE COACHING MANUAL IMPORTANCE OF THE SPEAKER LISTENER TECHNIQUE The Speaker Listener Technique (SLT) is a structured communication strategy that promotes clarity, understanding,

More information

A Minimalist Approach to Code-Switching. In the field of linguistics, the topic of bilingualism is a broad one. There are many

A Minimalist Approach to Code-Switching. In the field of linguistics, the topic of bilingualism is a broad one. There are many Schmidt 1 Eric Schmidt Prof. Suzanne Flynn Linguistic Study of Bilingualism December 13, 2013 A Minimalist Approach to Code-Switching In the field of linguistics, the topic of bilingualism is a broad one.

More information

Entrepreneurial Discovery and the Demmert/Klein Experiment: Additional Evidence from Germany

Entrepreneurial Discovery and the Demmert/Klein Experiment: Additional Evidence from Germany Entrepreneurial Discovery and the Demmert/Klein Experiment: Additional Evidence from Germany Jana Kitzmann and Dirk Schiereck, Endowed Chair for Banking and Finance, EUROPEAN BUSINESS SCHOOL, International

More information

The Effect of Discourse Markers on the Speaking Production of EFL Students. Iman Moradimanesh

The Effect of Discourse Markers on the Speaking Production of EFL Students. Iman Moradimanesh The Effect of Discourse Markers on the Speaking Production of EFL Students Iman Moradimanesh Abstract The research aimed at investigating the relationship between discourse markers (DMs) and a special

More information

Inside the mind of a learner

Inside the mind of a learner Inside the mind of a learner - Sampling experiences to enhance learning process INTRODUCTION Optimal experiences feed optimal performance. Research has demonstrated that engaging students in the learning

More information

UCLA Issues in Applied Linguistics

UCLA Issues in Applied Linguistics UCLA Issues in Applied Linguistics Title An Introduction to Second Language Acquisition Permalink https://escholarship.org/uc/item/3165s95t Journal Issues in Applied Linguistics, 3(2) ISSN 1050-4273 Author

More information

A cognitive perspective on pair programming

A cognitive perspective on pair programming Association for Information Systems AIS Electronic Library (AISeL) AMCIS 2006 Proceedings Americas Conference on Information Systems (AMCIS) December 2006 A cognitive perspective on pair programming Radhika

More information

Book Review: Build Lean: Transforming construction using Lean Thinking by Adrian Terry & Stuart Smith

Book Review: Build Lean: Transforming construction using Lean Thinking by Adrian Terry & Stuart Smith Howell, Greg (2011) Book Review: Build Lean: Transforming construction using Lean Thinking by Adrian Terry & Stuart Smith. Lean Construction Journal 2011 pp 3-8 Book Review: Build Lean: Transforming construction

More information

Model of Human Occupation

Model of Human Occupation Model of Human Occupation Archived List Serv Discussion Adaptation of assessments... Yes or no? Dear colleagues. I have been reading a lot of messages here about adaptation of assessments and I am a bit

More information

Greek Teachers Attitudes toward the Inclusion of Students with Special Educational Needs

Greek Teachers Attitudes toward the Inclusion of Students with Special Educational Needs American Journal of Educational Research, 2014, Vol. 2, No. 4, 208-218 Available online at http://pubs.sciepub.com/education/2/4/6 Science and Education Publishing DOI:10.12691/education-2-4-6 Greek Teachers

More information

Module 12. Machine Learning. Version 2 CSE IIT, Kharagpur

Module 12. Machine Learning. Version 2 CSE IIT, Kharagpur Module 12 Machine Learning 12.1 Instructional Objective The students should understand the concept of learning systems Students should learn about different aspects of a learning system Students should

More information

STUDENT PERCEPTION SURVEYS ACTIONABLE STUDENT FEEDBACK PROMOTING EXCELLENCE IN TEACHING AND LEARNING

STUDENT PERCEPTION SURVEYS ACTIONABLE STUDENT FEEDBACK PROMOTING EXCELLENCE IN TEACHING AND LEARNING 1 STUDENT PERCEPTION SURVEYS ACTIONABLE STUDENT FEEDBACK PROMOTING EXCELLENCE IN TEACHING AND LEARNING Presentation to STLE Grantees: December 20, 2013 Information Recorded on: December 26, 2013 Please

More information

Running Head: STUDENT CENTRIC INTEGRATED TECHNOLOGY

Running Head: STUDENT CENTRIC INTEGRATED TECHNOLOGY SCIT Model 1 Running Head: STUDENT CENTRIC INTEGRATED TECHNOLOGY Instructional Design Based on Student Centric Integrated Technology Model Robert Newbury, MS December, 2008 SCIT Model 2 Abstract The ADDIE

More information

Toward Probabilistic Natural Logic for Syllogistic Reasoning

Toward Probabilistic Natural Logic for Syllogistic Reasoning Toward Probabilistic Natural Logic for Syllogistic Reasoning Fangzhou Zhai, Jakub Szymanik and Ivan Titov Institute for Logic, Language and Computation, University of Amsterdam Abstract Natural language

More information

PREVIEW LEADER S GUIDE IT S ABOUT RESPECT CONTENTS. Recognizing Harassment in a Diverse Workplace

PREVIEW LEADER S GUIDE IT S ABOUT RESPECT CONTENTS. Recognizing Harassment in a Diverse Workplace 1 IT S ABOUT RESPECT LEADER S GUIDE CONTENTS About This Program Training Materials A Brief Synopsis Preparation Presentation Tips Training Session Overview PreTest Pre-Test Key Exercises 1 Harassment in

More information

Objectives. Chapter 2: The Representation of Knowledge. Expert Systems: Principles and Programming, Fourth Edition

Objectives. Chapter 2: The Representation of Knowledge. Expert Systems: Principles and Programming, Fourth Edition Chapter 2: The Representation of Knowledge Expert Systems: Principles and Programming, Fourth Edition Objectives Introduce the study of logic Learn the difference between formal logic and informal logic

More information

PHILOSOPHY & CULTURE Syllabus

PHILOSOPHY & CULTURE Syllabus PHILOSOPHY & CULTURE Syllabus PHIL 1050 FALL 2013 MWF 10:00-10:50 ADM 218 Dr. Seth Holtzman office: 308 Administration Bldg phones: 637-4229 office; 636-8626 home hours: MWF 3-5; T 11-12 if no meeting;

More information

ONE TEACHER S ROLE IN PROMOTING UNDERSTANDING IN MENTAL COMPUTATION

ONE TEACHER S ROLE IN PROMOTING UNDERSTANDING IN MENTAL COMPUTATION ONE TEACHER S ROLE IN PROMOTING UNDERSTANDING IN MENTAL COMPUTATION Ann Heirdsfield Queensland University of Technology, Australia This paper reports the teacher actions that promoted the development of

More information

& Jenna Bush. New Children s Book Authors. Award Winner. Volume XIII, No. 9 New York City May 2008 THE EDUCATION U.S.

& Jenna Bush. New Children s Book Authors. Award Winner.  Volume XIII, No. 9 New York City May 2008 THE EDUCATION U.S. Awrd Wier Volume XIII, No. 9 New York City My 2008 For Prets, ductors & Studets www.ductioupdte.com New Childre s Book Authors U.S. POSTAG PAI TH UCATION UPAT PRSORT STANAR First Ldy Lur Bush & Je Bush

More information

G.R. Memon, Muhammad Farooq Joubish and Muhammad Ashraf Khurram. Department of Education, Karachi University, Pakistan 2

G.R. Memon, Muhammad Farooq Joubish and Muhammad Ashraf Khurram. Department of Education, Karachi University, Pakistan 2 World Applied Sciences Journal 12 (8): 1226-1233, 2011 ISSN 1818-4952 IDOSI Publications, 2011 Perception of Students about the Effects of Group Learning on Their Knowledge in Academic Achievements: A

More information

A Study of Metacognitive Awareness of Non-English Majors in L2 Listening

A Study of Metacognitive Awareness of Non-English Majors in L2 Listening ISSN 1798-4769 Journal of Language Teaching and Research, Vol. 4, No. 3, pp. 504-510, May 2013 Manufactured in Finland. doi:10.4304/jltr.4.3.504-510 A Study of Metacognitive Awareness of Non-English Majors

More information

OPTIMIZATINON OF TRAINING SETS FOR HEBBIAN-LEARNING- BASED CLASSIFIERS

OPTIMIZATINON OF TRAINING SETS FOR HEBBIAN-LEARNING- BASED CLASSIFIERS OPTIMIZATINON OF TRAINING SETS FOR HEBBIAN-LEARNING- BASED CLASSIFIERS Václav Kocian, Eva Volná, Michal Janošek, Martin Kotyrba University of Ostrava Department of Informatics and Computers Dvořákova 7,

More information

Lecture 2: Quantifiers and Approximation

Lecture 2: Quantifiers and Approximation Lecture 2: Quantifiers and Approximation Case study: Most vs More than half Jakub Szymanik Outline Number Sense Approximate Number Sense Approximating most Superlative Meaning of most What About Counting?

More information

Unpacking a Standard: Making Dinner with Student Differences in Mind

Unpacking a Standard: Making Dinner with Student Differences in Mind Unpacking a Standard: Making Dinner with Student Differences in Mind Analyze how particular elements of a story or drama interact (e.g., how setting shapes the characters or plot). Grade 7 Reading Standards

More information

Cognition 112 (2009) Contents lists available at ScienceDirect. Cognition. journal homepage:

Cognition 112 (2009) Contents lists available at ScienceDirect. Cognition. journal homepage: Cognition 112 (2009) 337 342 Contents lists available at ScienceDirect Cognition journal homepage: www.elsevier.com/locate/cognit Brief article Eighteen-month-old infants show false belief understanding

More information

Chemistry Senior Seminar - Spring 2016

Chemistry Senior Seminar - Spring 2016 Chemistry 4990- Senior Seminar - Spring 2016 Instructor: Prof. Bob Brown E-mail: bob.brown@usu.edu Phone: 797-0545 Office: W026 Office Hours Monday and Wednesday from 2:00-2:50 PM and by appointment Class

More information

The Master Question-Asker

The Master Question-Asker The Master Question-Asker Has it ever dawned on you that the all-knowing God, full of all wisdom, knew everything yet he asked questions? Are questions simply scientific? Is there an art to them? Are they

More information

Tuesday 13 May 2014 Afternoon

Tuesday 13 May 2014 Afternoon Tuesday 13 May 2014 Afternoon AS GCE PSYCHOLOGY G541/01 Psychological Investigations *3027171541* Candidates answer on the Question Paper. OCR supplied materials: None Other materials required: None Duration:

More information

Lucy Calkins Units of Study 3-5 Heinemann Books Support Document. Designed to support the implementation of the Lucy Calkins Curriculum

Lucy Calkins Units of Study 3-5 Heinemann Books Support Document. Designed to support the implementation of the Lucy Calkins Curriculum Lucy Calkins Units of Study 3-5 Heinemann Books 2006 Support Document Designed to support the implementation of the Lucy Calkins Curriculum Lesson Plans Written by Browand, Gallagher, Shipman and Shultz-Bartlett

More information

Formative Assessment in Mathematics. Part 3: The Learner s Role

Formative Assessment in Mathematics. Part 3: The Learner s Role Formative Assessment in Mathematics Part 3: The Learner s Role Dylan Wiliam Equals: Mathematics and Special Educational Needs 6(1) 19-22; Spring 2000 Introduction This is the last of three articles reviewing

More information

Interactions often promote greater learning, as evidenced by the advantage of working

Interactions often promote greater learning, as evidenced by the advantage of working Citation: Chi, M. T. H., & Menekse, M. (2015). Dialogue patterns that promote learning. In L. B. Resnick, C. Asterhan, & S. N. Clarke (Eds.), Socializing intelligence through academic talk and dialogue

More information

LIS 681 Books and Media for Children Spring 2009

LIS 681 Books and Media for Children Spring 2009 LIS 681 Books and Media for Children Spring 2009 Spring 2009: Meets Mondays starting January, 5:00 7:40 p.m. in Post Instructor: Nälani Naluai, Adjunct Faculty Member Voicemail: 843-3445; Fax: 842-460

More information

10.2. Behavior models

10.2. Behavior models User behavior research 10.2. Behavior models Overview Why do users seek information? How do they seek information? How do they search for information? How do they use libraries? These questions are addressed

More information

Education as a Means to Achieve Valued Life Outcomes By Carolyn Das

Education as a Means to Achieve Valued Life Outcomes By Carolyn Das Too often our special education system allows IEP goals to supersede and replace academic/curriculum goals rather than support progress within the curriculum. This is almost always the case for children

More information

Syllabus: PHI 2010, Introduction to Philosophy

Syllabus: PHI 2010, Introduction to Philosophy Syllabus: PHI 2010, Introduction to Philosophy Spring 2016 Instructor Contact Instructor: William Butchard, Ph.D. Office: PSY 235 Office Hours: T/TH: 1:30-2:30 E-mail: Please contact me through the course

More information

Statistical Analysis of Climate Change, Renewable Energies, and Sustainability An Independent Investigation for Introduction to Statistics

Statistical Analysis of Climate Change, Renewable Energies, and Sustainability An Independent Investigation for Introduction to Statistics 5/22/2012 Statistical Analysis of Climate Change, Renewable Energies, and Sustainability An Independent Investigation for Introduction to Statistics College of Menominee Nation & University of Wisconsin

More information

Eliciting Language in the Classroom. Presented by: Dionne Ramey, SBCUSD SLP Amanda Drake, SBCUSD Special Ed. Program Specialist

Eliciting Language in the Classroom. Presented by: Dionne Ramey, SBCUSD SLP Amanda Drake, SBCUSD Special Ed. Program Specialist Eliciting Language in the Classroom Presented by: Dionne Ramey, SBCUSD SLP Amanda Drake, SBCUSD Special Ed. Program Specialist Classroom Language: What we anticipate Students are expected to arrive with

More information

Usability Design Strategies for Children: Developing Children Learning and Knowledge in Decreasing Children Dental Anxiety

Usability Design Strategies for Children: Developing Children Learning and Knowledge in Decreasing Children Dental Anxiety Presentation Title Usability Design Strategies for Children: Developing Child in Primary School Learning and Knowledge in Decreasing Children Dental Anxiety Format Paper Session [ 2.07 ] Sub-theme Teaching

More information

Case study Norway case 1

Case study Norway case 1 Case study Norway case 1 School : B (primary school) Theme: Science microorganisms Dates of lessons: March 26-27 th 2015 Age of students: 10-11 (grade 5) Data sources: Pre- and post-interview with 1 teacher

More information

DO YOU HAVE THESE CONCERNS?

DO YOU HAVE THESE CONCERNS? DO YOU HAVE THESE CONCERNS? FACULTY CONCERNS, ADDRESSED MANY FACULTY MEMBERS EXPRESS RESERVATIONS ABOUT ONLINE COURSE EVALUATIONS. IN ORDER TO INCREASE FACULTY BUY IN, IT IS ESSENTIAL TO UNDERSTAND THE

More information

2. Suggestions. Abbott, P., & Wallace, C. (1997). An introduction to sociology: Feminist perspectives (2nd ed.). New York: Routledge.

2. Suggestions. Abbott, P., & Wallace, C. (1997). An introduction to sociology: Feminist perspectives (2nd ed.). New York: Routledge. 100 Contemporary Educational Research Quarterly Vol.22, No. 4 (7) Valuing teachers professional autonomy, the principal's assistances and members participation, supplying a dialogue room could shorten

More information

Student-led IEPs 1. Student-led IEPs. Student-led IEPs. Greg Schaitel. Instructor Troy Ellis. April 16, 2009

Student-led IEPs 1. Student-led IEPs. Student-led IEPs. Greg Schaitel. Instructor Troy Ellis. April 16, 2009 Student-led IEPs 1 Student-led IEPs Student-led IEPs Greg Schaitel Instructor Troy Ellis April 16, 2009 Student-led IEPs 2 Students with disabilities are often left with little understanding about their

More information

THEORY OF PLANNED BEHAVIOR MODEL IN ELECTRONIC LEARNING: A PILOT STUDY

THEORY OF PLANNED BEHAVIOR MODEL IN ELECTRONIC LEARNING: A PILOT STUDY THEORY OF PLANNED BEHAVIOR MODEL IN ELECTRONIC LEARNING: A PILOT STUDY William Barnett, University of Louisiana Monroe, barnett@ulm.edu Adrien Presley, Truman State University, apresley@truman.edu ABSTRACT

More information

SOCIAL PSYCHOLOGY. This course meets the following university learning outcomes: 1. Demonstrate an integrative knowledge of human and natural worlds

SOCIAL PSYCHOLOGY. This course meets the following university learning outcomes: 1. Demonstrate an integrative knowledge of human and natural worlds Psychology 241-51 Summer, 2015 SOCIAL PSYCHOLOGY John Carroll University Syllabus John H. Yost, Ph.D. Office hours: By appointment Office location: Dolan Center for Science & Technology E379 Office phone:

More information

Stimulating Techniques in Micro Teaching. Puan Ng Swee Teng Ketua Program Kursus Lanjutan U48 Kolej Sains Kesihatan Bersekutu, SAS, Ulu Kinta

Stimulating Techniques in Micro Teaching. Puan Ng Swee Teng Ketua Program Kursus Lanjutan U48 Kolej Sains Kesihatan Bersekutu, SAS, Ulu Kinta Stimulating Techniques in Micro Teaching Puan Ng Swee Teng Ketua Program Kursus Lanjutan U48 Kolej Sains Kesihatan Bersekutu, SAS, Ulu Kinta Learning Objectives General Objectives: At the end of the 2

More information

Young Enterprise Tenner Challenge

Young Enterprise Tenner Challenge Young Enterprise Tenner Challenge Evaluation Report 2014/15 Supported by Young Enterprise Our vision we want every young person in the UK to leave education with the knowledge, skills and attitudes to

More information

ATW 202. Business Research Methods

ATW 202. Business Research Methods ATW 202 Business Research Methods Course Outline SYNOPSIS This course is designed to introduce students to the research methods that can be used in most business research and other research related to

More information

Characteristics of the Text Genre Realistic fi ction Text Structure

Characteristics of the Text Genre Realistic fi ction Text Structure LESSON 14 TEACHER S GUIDE by Oscar Hagen Fountas-Pinnell Level A Realistic Fiction Selection Summary A boy and his mom visit a pond and see and count a bird, fish, turtles, and frogs. Number of Words:

More information

Full text of O L O W Science As Inquiry conference. Science as Inquiry

Full text of O L O W Science As Inquiry conference. Science as Inquiry Page 1 of 5 Full text of O L O W Science As Inquiry conference Reception Meeting Room Resources Oceanside Unifying Concepts and Processes Science As Inquiry Physical Science Life Science Earth & Space

More information

The Strong Minimalist Thesis and Bounded Optimality

The Strong Minimalist Thesis and Bounded Optimality The Strong Minimalist Thesis and Bounded Optimality DRAFT-IN-PROGRESS; SEND COMMENTS TO RICKL@UMICH.EDU Richard L. Lewis Department of Psychology University of Michigan 27 March 2010 1 Purpose of this

More information

essays. for good college write write good how write college college for application

essays. for good college write write good how write college college for application How to write good essays for college application. ws apart from other application writing essays. Essay Writer for a whole collection of articles written solely to provide good essay tips - Colege essay

More information

COURSE SYNOPSIS COURSE OBJECTIVES. UNIVERSITI SAINS MALAYSIA School of Management

COURSE SYNOPSIS COURSE OBJECTIVES. UNIVERSITI SAINS MALAYSIA School of Management COURSE SYNOPSIS This course is designed to introduce students to the research methods that can be used in most business research and other research related to the social phenomenon. The areas that will

More information

Practice Examination IREB

Practice Examination IREB IREB Examination Requirements Engineering Advanced Level Elicitation and Consolidation Practice Examination Questionnaire: Set_EN_2013_Public_1.2 Syllabus: Version 1.0 Passed Failed Total number of points

More information

9.85 Cognition in Infancy and Early Childhood. Lecture 7: Number

9.85 Cognition in Infancy and Early Childhood. Lecture 7: Number 9.85 Cognition in Infancy and Early Childhood Lecture 7: Number What else might you know about objects? Spelke Objects i. Continuity. Objects exist continuously and move on paths that are connected over

More information

ICT/IS 200: INFORMATION LITERACY & CRITICAL THINKING Online Spring 2017

ICT/IS 200: INFORMATION LITERACY & CRITICAL THINKING Online Spring 2017 ICT/IS 200: INFORMATION LITERACY & CRITICAL THINKING Online Spring 2017 FACULTY INFORMATION Instructor: Renee Kaufmann, Ph.D. Email: Renee.Kaufmann@uky.edu Office Hours (F2F & Virtual): T\R 1:00 3:00PM

More information

VIEW: An Assessment of Problem Solving Style

VIEW: An Assessment of Problem Solving Style 1 VIEW: An Assessment of Problem Solving Style Edwin C. Selby, Donald J. Treffinger, Scott G. Isaksen, and Kenneth Lauer This document is a working paper, the purposes of which are to describe the three

More information

Concept Acquisition Without Representation William Dylan Sabo

Concept Acquisition Without Representation William Dylan Sabo Concept Acquisition Without Representation William Dylan Sabo Abstract: Contemporary debates in concept acquisition presuppose that cognizers can only acquire concepts on the basis of concepts they already

More information

Learning and Teaching

Learning and Teaching Learning and Teaching Set Induction and Closure: Key Teaching Skills John Dallat March 2013 The best kind of teacher is one who helps you do what you couldn t do yourself, but doesn t do it for you (Child,

More information

Multimedia Application Effective Support of Education

Multimedia Application Effective Support of Education Multimedia Application Effective Support of Education Eva Milková Faculty of Science, University od Hradec Králové, Hradec Králové, Czech Republic eva.mikova@uhk.cz Abstract Multimedia applications have

More information

TCH_LRN 531 Frameworks for Research in Mathematics and Science Education (3 Credits)

TCH_LRN 531 Frameworks for Research in Mathematics and Science Education (3 Credits) Frameworks for Research in Mathematics and Science Education (3 Credits) Professor Office Hours Email Class Location Class Meeting Day * This is the preferred method of communication. Richard Lamb Wednesday

More information

Inclusion in Music Education

Inclusion in Music Education Inclusion in Music Education Students with disabilities have the capacity to participate in music experiences at a variety of different levels of engagement. Music educators need to understand the students

More information

THEORETICAL CONSIDERATIONS

THEORETICAL CONSIDERATIONS Cite as: Jones, K. and Fujita, T. (2002), The Design Of Geometry Teaching: learning from the geometry textbooks of Godfrey and Siddons, Proceedings of the British Society for Research into Learning Mathematics,

More information

SETTING STANDARDS FOR CRITERION- REFERENCED MEASUREMENT

SETTING STANDARDS FOR CRITERION- REFERENCED MEASUREMENT SETTING STANDARDS FOR CRITERION- REFERENCED MEASUREMENT By: Dr. MAHMOUD M. GHANDOUR QATAR UNIVERSITY Improving human resources is the responsibility of the educational system in many societies. The outputs

More information

A GENERIC SPLIT PROCESS MODEL FOR ASSET MANAGEMENT DECISION-MAKING

A GENERIC SPLIT PROCESS MODEL FOR ASSET MANAGEMENT DECISION-MAKING A GENERIC SPLIT PROCESS MODEL FOR ASSET MANAGEMENT DECISION-MAKING Yong Sun, a * Colin Fidge b and Lin Ma a a CRC for Integrated Engineering Asset Management, School of Engineering Systems, Queensland

More information

Process Evaluations for a Multisite Nutrition Education Program

Process Evaluations for a Multisite Nutrition Education Program Process Evaluations for a Multisite Nutrition Education Program Paul Branscum 1 and Gail Kaye 2 1 The University of Oklahoma 2 The Ohio State University Abstract Process evaluations are an often-overlooked

More information

Managerial Decision Making

Managerial Decision Making Course Business Managerial Decision Making Session 4 Conditional Probability & Bayesian Updating Surveys in the future... attempt to participate is the important thing Work-load goals Average 6-7 hours,

More information

Allington Primary School Inspection report - amended

Allington Primary School Inspection report - amended Allington Primary School Inspection report - amended Unique Reference Number Local Authority Inspection number Inspection date Reporting inspector 8855 Kent 3269 9 November 2008 Kevin Hodge This inspection

More information

Age Effects on Syntactic Control in. Second Language Learning

Age Effects on Syntactic Control in. Second Language Learning Age Effects on Syntactic Control in Second Language Learning Miriam Tullgren Loyola University Chicago Abstract 1 This paper explores the effects of age on second language acquisition in adolescents, ages

More information

Communication around Interactive Tables

Communication around Interactive Tables Communication around Interactive Tables Figure 1. Research Framework. Izdihar Jamil Department of Computer Science University of Bristol Bristol BS8 1UB, UK Izdihar.Jamil@bris.ac.uk Abstract Despite technological,

More information

Psychology 284: Assessment of Intellectual Abilities

Psychology 284: Assessment of Intellectual Abilities (4 units) Psychology 284: Assessment of Intellectual Abilities Dr. M. Wilson S2 354 Ph: 278-5129 marilynw@csufresno.edu Office Hours: Mon. 3-4; Wed.9-10; Thurs. 1-4 & by appt. Texts and Resources: Naglieri,

More information

Urban Legends Three Week Unit 9th/10th Speech

Urban Legends Three Week Unit 9th/10th Speech Urban Legends Three Week Unit 9th/10th Speech Objectives: 1. Students will gain a better understanding of storytelling as a speech option. 2. Students will learn to create a performance from a written

More information

Evidence into Practice: An International Perspective. CMHO Conference, Toronto, November 2008

Evidence into Practice: An International Perspective. CMHO Conference, Toronto, November 2008 Evidence into Practice: An International Perspective CMHO Conference, Toronto, November 2008 Child and Youth Mental Health Information Network Partners Child and Youth Mental Health Information Network

More information

A Note on Structuring Employability Skills for Accounting Students

A Note on Structuring Employability Skills for Accounting Students A Note on Structuring Employability Skills for Accounting Students Jon Warwick and Anna Howard School of Business, London South Bank University Correspondence Address Jon Warwick, School of Business, London

More information

Cognitive Development Facilitator s Guide

Cognitive Development Facilitator s Guide Cognitive Development Facilitator s Guide Competency-Based Learning Objectives Description of Target Audience Training Methodologies/ Strategies Utilized Sequence of Training By the end of this module,

More information

Mini Lesson Ideas for Expository Writing

Mini Lesson Ideas for Expository Writing Mini LessonIdeasforExpositoryWriting Expository WheredoIbegin? (From3 5Writing:FocusingonOrganizationandProgressiontoMoveWriters, ContinuousImprovementConference2016) ManylessonideastakenfromB oxesandbullets,personalandpersuasiveessaysbylucycalkins

More information