EnhancingCollegeandCareerReadinessandSuccess: TheRoleofAcademicBehaviors Oneofthebiggestchallengesinraisingstudentachievementandreducing dropoutisearlyidentificationofthosestudentswhowouldbenefitmost fromintervention.Whileassessmentsofacademicachievementprovide earlyindicationofrisk,academicbehaviorsarealsoimportantfor persistenceandsuccess(ACT,2007a,2008a;Allen,Robbins,&Sawyer, 2010). ThisInformationBriefdescribeshowcarefulattentiontostudents’ developmentofstrongacademicbehaviorscanenhancestudentsuccess. Specifically,itexaminesthe: 1. importanceofacademicbehaviorsforcollegeandcareerreadiness andsuccess,asshowninACTresearch; 2. implicationsofthisresearchforKͲ12educators;and 3. waysthatteachers,schools,districts,andstatescanusethis informationtoenhancestudents’readiness. Whatinfluencesstudentsuccessinmiddleschooland highschool? Standardizedachievementtestshelpidentifystudentswhoareacademically atriskoroffͲtrackforsuccess.Prioracademicachievementandcognitive abilitysurpassallotherfactorsintheirinfluenceonstudentperformance andpersistence. However,otherfactorsinfluenceacademicsuccessinschool.Forexample, studentmotivation—theinterestanddrivetogetschoolworkdone—isone oftheissuesteachersstrugglewithmost.Ifstudentsaretobesuccessfulin meetingacoresetofacademicstandards,theyfirstneedtobesufficiently motivatedandpersistenttodothework.Theacademicbehaviorsthatare importantforstudentsuccesscanbegroupedintothreebroadareas (Robbinsetal.,2004): z Motivationincludespersonalcharacteristicsthathelpstudentssucceed academicallybyfocusingandmaintainingenergiesongoalͲdirected activities. z SocialEngagementincludesinterpersonalfactorsthatinfluence students’successfulintegrationintotheirenvironment. z SelfͲRegulationincludesthethinkingprocessesandemotional responsesofstudentsthatgovernhowwelltheymonitor,regulate,and controltheirbehaviorrelatedtoschoolandlearning. Ͳ1Ͳ ACT’sfamilyofENGAGE™assessmentsprovidesmeasuresoftheacademicbehaviorsthat areassociatedwithacademicsuccess(ACT,2008b,2009,2010a).Theacademicbehaviors assessedbyENGAGEincludeallthreeimportantareaslistedabove. ACThastestedthousandsofstudentsusingENGAGEGrades6Ͳ9andtrackedthese students’progressastheymovethroughmiddleschoolandintohighschool.Resultsshow thatENGAGEadministeredduringmiddleschoolisavalidpredictorofhighschoolgrades. Inaddition,evenaftertakingintoaccountpreviousgradesandacademicreadiness(e.g., EXPLORE®scores),ENGAGEprovidesadditionalinformationthathelpsmoreaccurately identifystudentswhoareatriskofpoorgradesandacademicfailure(Casillasetal.,2011). Figure1showsthatameasureofmiddleschoolacademicachievement(EXPLORE)and middleschoolgradesincombinationareclearlythebestpredictorsofearlyhighschool GPA.Academicbehaviorsarealsosubstantialpredictors. Figure1.RelativeStrengthofPredictorsofEarlyHighSchoolGPA. Student Demographics 9% Academic Behaviors 31% School Factors 3% EXPLORE Composite Score 26% MiddleSchool Grades 31% Toillustratewhatmeasuringacademicbehaviorsmeansforindividualstudents,Table1 highlightstheimportanceofbothacademicreadinessandacademicbehaviorsforlater achievement. Thistableshowshowstudentrisk(i.e.,lowscoresonacademicbehaviorandacademic readiness)canaffectstudentoutcomes.ForexampleStudentA,whoscoredlowonboth ENGAGE’sAcademicSuccessIndexandEXPLORE,subsequentlyfailed6classesandhasan extremelylowGPA.StudentBhadthesamelowEXPLOREscorebutscoredhighonthe ENGAGEAcademicSuccessIndex.StudentBdidnotfailanyclassesandhasaGPAof almost3.0.Incontrast,StudentCscoredhighonEXPLORE.Evenso,thisstudentscoredlow onENGAGEandendedupwithpooracademicoutcomes(afailedclassandaGPAofonly 1.56).ThestudentwithbothahighEXPLOREscoreandahighENGAGEscore(StudentD) hadthebestacademicoutcomeswithnofailedclassesandahighGPA. Ͳ2Ͳ Table1.FourExampleStudents’AcademicBehaviorandAcademicReadinessScoresand LaterAcademicOutcomes. EXPLORE Low (Composite=9) High (Composite=21) SuccessIndex=3 ENGAGE Grades6Ͳ9 Academic SuccessIndex (percentilerank) Low High Student A Student B HighschoolGPA=0.41 SuccessIndex=5 Student C HighschoolGPA=1.56 Failedhighschool classes=6 Failedhighschool classes=1 SuccessIndex=95 SuccessIndex=99 HighschoolGPA=2.99 Failedhighschool classes=0 Student D HighschoolGPA=4.16 Failedhighschool classes=0 Whatinfluencessuccessincollegeandwork? Thefactorsthatareimportantforcollegeandworksuccessgobeyondcognitiveabilityand academicreadiness.Forexample,thelowretentionanddegreeattainmentrateswe observeatU.S.postsecondaryinstitutionsaffirmtheimportanceofpersistenceand commitment(Carey,2004).Likewise,generalworkattitudesandconduct,suchasdiligence onthejob,persistencetotaskcompletion,cooperation,teamwork,andrulecompliance, arefrequentlynotedascriticalbehaviorsexpectedbyemployers(CasnerͲLotto& Barrington,2006),andimportantforoveralljobeffectiveness(Hanson&Borman,2006). Theacademicbehaviorsthatareimportantforsuccessinmiddleschoolandhighschool overlapwiththosethatareimportantforsuccessincollegeandinwork(ACT,2007a). Specifically: z Thesamebehaviorareas(i.e.,motivation,socialengagement,andselfͲregulation)are important. z Thewaythesebehaviorsmanifestthemselvesvariesbyage.Conductandhomework complianceareimportantforunderstandingacademicperformanceandmasteryas studentstransitiontohighschool,whereasmotivationalfactors,suchasacademic disciplineandcommitmenttocollege,areimportantforpredictingcollegesuccess. z Therelativeimportanceofthesebehaviorschangesbasedondevelopmentalstage andsetting.Forexample,thingslikeorderlyconductandmanagingfeelingsarelikely tobemoreimportantpredictorsofsuccessinmiddleschoolthanintheworkforce, becausethereismorevariabilityacrossstudents.Behaviorsrelatedtosocial engagement,suchasworkingwithothersandinterpersonalskills,tendtobecome moreimportantasstudentsmovethroughpostsecondaryeducationandintothe workforce. Ͳ3Ͳ Table2providesafewexamplesofhowimportantacademicbehaviorsfromeachofthe threebroadareasdevelopovertime. Table2.ExamplesofAcademicBehaviorsatDifferentDevelopmentalStages. MiddleSchool HighSchool/College Work Studieshard Worksproductively Motivation Writesdown Organizesdeskand assignmentsanddue dates EffectivelymultiͲtasks schoolsupplies Cooperateswith Socializesandengages Collaborateswith others withpeers coworkers Social Takespartinschool Engagement Workswellongroup Isagoodcorporate organizationsand projects citizen events Controlstemper Copeswhenbusy Managesstress SelfͲ Complieswith Regulation Followsacademic Obeysclassroomrules organizationalrulesand honorcode policies Completeshomework ACTdevelopedENGAGECollege(formerlyknownastheStudentReadinessInventory[SRI]) tomeasuretheacademicbehaviorsrelatedtocollegepersistenceandsuccess.Itis designedtohelppostsecondaryinstitutionsidentifyandintervenewithstudentswhoare atriskofpooracademicperformanceordropout(ACT,2008b).ACTtestedover14,000 studentsat48postsecondaryinstitutionsusingENGAGECollegeandtrackedthese studentsthroughtheircollegecareers.ResultsshowthatENGAGEisavalidpredictorof academicperformanceandpersistence.Itprovidesadditionalinformationthatmore accuratelyidentifiesstudentswhoareatriskofpoorgradesanddropout,beyond measuresofacademicachievementalone(Robbins,Allen,Casillas,Peterson,&Le,2006; Allen,Robbins,Casillas,&Oh,2008).Figure3showshowthepsychosocialfactors measuredbyENGAGEhelpexplainacademicperformanceincollege(Robbinsetal.,2006). Notethatthesefindingsaresimilartothefindingsformiddleschool. Ͳ4Ͳ Figure3.RelativeStrengthofPredictorsofCollegeGPA. Student Demographics 12% Institutional Factors 7% Academic Behaviors 17% ACT Composite Score 30% HighSchool Grades 34% Thislineofresearchunderscorestheimportanceofbuildingeffectiveacademicbehaviors inmiddleschoolandhighschoolinordertopreparestudentsforpostsecondaryeducation andcareers.Thesamefactorsthatareimportantforpersistenceandsuccessinhighschool continuetobeimportantforsuccessduringcollegeandintheworkforce. Whatdoyouthinkofwhenyouthinkofapersonwhoissuccessfulatwork? Melissaisreliableandefficientwithtasks.SheisevenͲtemperedandcanhandle difficult,evenstressfulsituations.Sheisanimportantandvaluedpartofthe workplaceandisfocusedonthegoalsoftheteam.Thoughthesecharacteristics describeworkplacesuccess,theybegintodevelopatamuchyoungerage. Whenshewasin6thgrade,thissuccessfulworkerdidherhomework,evenwhenshe didn’tliketheassignmentorwouldhaveratherbeenplayingwithfriends.She learnedtobewellͲbehavedandpolite,andtofollowclassroomrules.Shewas friendlywithherclassmatesandcooperativewithteachersandadults. Whenshewasinhighschoolandcollege,shelearnedtostudydiligently,andbecame investedinhercoursework.Shewasabletomanageherstress,evenduringfinals week,whenduedateswerenumerousandlooming.Shebecameinvolvedinher academiccommunity,participatingincampusactivitiesandclassdiscussions,andwas opentoothers’ideas.Now,asanadult,shehasgrownintoanidealworker, productive,composedandsuccessfulwithcolleaguesandsupervisors. Ͳ5Ͳ ACT’sacademicbehaviorassessmentsprovideinformationfor alloflife’stransitions Byprovidingmeasuresthatcanbeusedtoassessriskatimportantpointsintimein students’academictrajectories,ACTcanhelpeducatorsmakebetterdecisionsthat enhancestudentsuccess.Figure4showskeypointsintimeandtherelevantENGAGE assessments. Figure4.AcademicBehaviorAssessmentwithENGAGEatKeyPointsacrossGrades6–16 Howcanwetrackstudentprogress? AcademicReadiness ScoresonACT’sacademicachievementassessmentsfromtheCollegeandCareer ReadinessSystem(EXPLORE,PLAN®,andtheACT®test)arereportedonthesamescale, allowingeducatorstoassessstudents’progresstowardcollegereadinessduringmiddle schoolandhighschoolinameaningfulway.Planningtotakearigorouscorehighschool curriculumthatisalignedwithcareergoalsisanotherimportantbehaviorthatcanbe monitoredwithsaidassessments.Numerousstudieshighlighttheprogressiontocollege successwhenstudentstakearigorouscorecurriculuminhighschool(cf.ACT,2006). AcademicBehavior Inordertoassessstudents’progressovertimerelatedtoacademicbehavior,ACThas developedasetofscalescalledENGAGETeacherEditionthatprovidesassessmentsof specificbehaviorsthatarecriticaltoacademicsuccess(ACT,2010b).Thesescalesare designedtoassessandmonitorstudents’developmentinthesameacademicbehavior areasaddressedbythestudentͲreportedversionsofENGAGE. Thebehaviorsmeasuredbythesescalesaretangible,observable,andconnectedto academicperformanceandotherstudentsuccessoutcomes.Byassessingstudents multipletimesperyear,educatorscantrackstudentprogressovertime.Whenusedin combinationwithENGAGE,thesescalesalloweducatorsto: z identifystudentswhoareatriskearly z diagnosestudents’strengthsandneeds z identifyappropriatecurriculumactivitiesandbehavioralinterventions z assesstheeffectivenessofactivitiesandinterventions,and z trackstudents’progressindevelopingeffectiveacademicbehaviors Ͳ6Ͳ Whatarethebenefitsofassessingriskacrossmultipleareas? Itiscriticaltohavemultipleassessmentsofstudentriskacrossdifferentareas.Students’ academicrisk(e.g.,achievementtestscoreslikeEXPLORE)hasonlyamoderate relationshipwiththeirpsychosocialrisk(asassessedbyENGAGEandENGAGETeacher Edition).Eachinfluencesstudentsuccess,andbyusingtheseassessmentsincombination, educatorswillbebetterequippedtoidentifystudentsinneedofintervention. LookatthefirstthreecolumnsinFigure5below.Theheightofthesecolumnsshowsthe 9thͲgradeGPAsforstudentswhoscoredinthebottom25%ofEXPLOREscores.Thered columnshowsstudentswithlowENGAGEGrades6Ͳ9scoresandtheblackcolumnshows studentswithhighENGAGEscores.NotethatevenwithinthislowEXPLOREgroup, studentswithhighENGAGEscoresachievedhigherhighschoolGPAs.Nowfocusonlyon theblackcolumns.ThesethreeblackcolumnsshowstudentswithhighENGAGEscores— fromlefttoright,youseethosewithlow,moderate,andhighEXPLOREscores.Evenwithin thisgroupofstudentswithhighENGAGEscores,thosewithhigherEXPLOREscores achievedsubstantiallyhigherGPAs(ACT,2009a).Thesamepatternisseenwithinthethree redcolumnsandthethreegraycolumns.ThisgraphsshowsthatbothENGAGEand EXPLOREareimportantpredictorsofGPAandthatstudentswhohavehighENGAGEand highEXPLOREscoresarethemostlikelytosucceed. Figure5.Average9thͲgradeGPAbyEXPLOREandENGAGEGrades6Ͳ9ScoreGroups. 4.0 3.66 3.5 3.0 2.5 2.64 2.53 2.0 1.5 3.17 3.10 2.08 2.56 2.05 1.71 1.0 0.5 0.0 Bottom 25% Middle 50% Top 25% EXPLORE Composite Scores Low ENGAGE Scores Moderate ENGAGE Scores Ͳ7Ͳ High ENGAGE Scores Wheneducatorsaddressbothacademicreadinessandacademicbehaviors,theirstudents standabetterchanceofdevelopingtheskillsandacquiringtheknowledgeneededtobe collegeandcareerready(Robbinsetal.,2009). Usingassessmentsaspartofariskreductionsystem Earlyassessmentofriskfactorsallowseducatorstoidentifyandintervenewiththose studentswhomayneedextrasupporttopersistandsucceedinschool.Studentswhohave highabsenteeismrates,havefailedoneormorecorecourses,ordonothavesufficient creditstobeontrackforgraduationhaveasignificantlyhigherriskofdroppingoutbefore highschoolgraduation.Balfanzandhiscolleagues(e.g.,Balfanz,Herzog,&MacIver,2007) haveshownthatstudentswhoareatriskcanbeidentifiedasearlyasthesixthgrade.By monitoringtheseriskindicators,educatorsareabletointervenewithstudentswhoareat riskbeforeitistoolate. ACT’sassessmentsfocusdirectlyontheacademicbehaviorsthatarerelatedtostudent success,andtheseassessmentscanbeusedinadditiontothefactorslistedaboveaspart ofanearlywarningsystemtoprovideanevenmorepowerfulsetoftoolsforassessing studentrisk,andidentifyingappropriateinterventionsandsupport. Figure6showshowresultsfromENGAGEandENGAGETeacherEdition,alongwith measuresofachievement(e.g.,EXPLORE)andothermeasures(e.g.,absenteeism,course failures),canbebroughttogetherintoadashboardthatprovideseducatorswithan atͲaͲglanceoverviewofeachstudent’slevelofrisk.Bysettingcriteriaforidentifyingriskon eachoftheelementsofthisdashboard,educatorscanquicklyscanthroughthe informationandidentifythosestudentswhoareatrisk.Figure6showshowonestudent’s scoresmightlookontheseindicators.Duetohavingfailedonecourseandhavingalow ENGAGEAcademicSuccessIndex,thisstudenthasbeenidentifiedasatriskandtheflagged cellsarehighlightedinyellow. Figure6.SampleDashboardofStudentRiskIndicators. AcademicAchievementInformation EXPLORE Scores (Composite) EXPLORE Composite =14 AcademicBehaviorInformation Risk Grades Number ofFailed Courses ENGAGE Academic Success Index ENGAGE Teacher EditionScales (8scores) Absences Numberof Suspensions Hasbeen heldback? Numberof flags GPA=2.1 1 25 Allscores above4 3 0 No 2 ENGAGEandENGAGETeacherEditionalsoprovidemoretargetedinformationaboutthe reasonsstudentsareatrisk,thatis,theirstrengthsandneeds.Byreviewingthesescores, educatorscanbettertargetinterventionsandprovidetheparticularkindsofsupport studentsneedmost.Thisallowseducatorstointervenebasedonstudents’personalities, attitudes,perceptions,andbehaviors,andprovideinterventionsdesignedtoincrease Ͳ8Ͳ positivebehaviorsanddecreaserisk.Table3illustrateshowthethreebroadacademic behaviorareasmeasuredbyENGAGEandENGAGETeacherEditioncanbecrossͲwalked withavailableinterventionstohelptailorpersonalizedsupportsthataremoreeffectivefor addressingstudents’needs. Table3.ExampleCrosswalkbetweenAreasofNeedandInterventions. Academic GoalSetting Behavior &Time AreaofNeed Management Motivation Social Engagement SelfͲ Regulation X ExamplesofInterventions Mentoring CrossͲAge Tutoring Community Service X X X X X GroupWork& Communication Skills SelfͲ Confidence Workshop X X X X Howto Follow Rules X ACThasalsobuiltabehavioralskillstoolshopforENGAGECollegethatprovidesadditional informationandactivitieslinkedtospecificENGAGEscales.Theseinstructionalmaterials areavailabletoENGAGEusersonlineandcanbeaccessedthroughstudentreports. StudentprogresscanthenbetrackedovertimeusingENGAGETeacherEdition,helping educatorsmonitorprogressanddeterminenextsteps.Byaggregatingthebehavioral ratingsacrossstudents(e.g.,acrossthoseparticipatinginaninterventionoracrossan entireschool)educatorscanassesstheeffectivenessofinterventions,aswellastheirown progressinimprovingstudents’academicbehaviors.Aggregatedbehavioralratingscanbe viewedasaleadingindicatorofstudentprogressandcanbeexpectedtopredictfuture studentpersistenceandacademicsuccess. Monitoringacademicbehaviorreadinessattheschool,district, andstatelevels Aggregatedmeasuresofacademicbehaviorandofrisk(fromENGAGE,ENGAGETeacher Edition,andotherindicators)canprovideschoolͲ,districtͲ,andstateͲlevelsummariesthat areusefulforplanningpurposes.Forexample,schoolwideinterventionscanbetailoredto studentneeds,andresourcescanbeallocatedtothosegroupsofstudentsmostinneed. Figure7showsthedistributionofENGAGEAcademicSuccessIndexscoresforseveral schoolsinadistrict,aswellasthedistricttotals.Theredsectionsshowtheproportionsof studentsscoringatthe25thpercentileorbelow.Theblacksectionsshowtheproportions ofstudentsscoringatthe76thpercentileorabove.BasedonFigure7,School3hasa somewhatlargerpercentageofstudentsatrisk. Ͳ9Ͳ Figure7.ENGAGEAcademicSuccessIndexDistrictͲlevelAggregateReport. District 32 School1 30 School2 10 13 12 9 16 54 22 0 56 32 38 School4 14 41 32 School3 53 20 30 40 50 Low(ч25%ile) 60 70 Medium(26Ͳ75%ile) 80 90 100 High(ш76th%ile) Aggregatesummariesovertimeallowschools,districts,andstatestomonitortheir progressinsupportinganddevelopingtheirstudents’academicbehaviorsandreducing risk.Longitudinalmonitoringofacademicbehaviormeasuresalsocanbeviewedas providingaleadingindicatorofsuccess.Thatis,byimprovingstudentacademicbehavior andreducingrisk,educatorsareprovidingthefoundationforfutureimprovementsin academicachievement.Figure8providesanexampleofhowaggregatesummariesof ENGAGETeacherEditionscorescanbeusedtotracktheaverageacademicbehavior developmentandprogressforahypotheticalcohortofstudentsstartingin6thgrade.For comparisonpurposes,thisfigurealsoincludesstudentsbeingratedatthe10thand90th percentiles.Clearly,thosestudentswhosebehaviorfallsaroundthe10thpercentilewould bemorelikelytobeatriskandwouldrequiremoreintensiveinterventionsinorderto developtheacademicbehaviorsneededforcollegeandcareerreadinessby12thgrade. Ͳ10Ͳ Figure8.ExampleofAverageENGAGETeacherEditionScoresforaCohortofStudents AcrossTime. 8 7.8 7 AverageScores 6 6.4 6.5 6.8 7.0 7.2 7.4 5.9 5 4 4.5 4.6 4.9 5.1 5.3 5.5 4.0 3 2 2.6 2.7 6 7 3.0 3.2 3.4 3.6 Average 10thpercentile 90thpercentile 1 8 9 10 11 12 Grade Recommendations Carefulattentiontostudents’developmentofacademicbehaviorsinmiddleschooland highschoolcansubstantiallyimprovetheirabilitytoachievecollegeandcareerreadiness andenhancetheirsuccessincollegeandbeyond.Thefollowingrecommendationswillhelp educatorsprovidestudentswiththesupporttheyneed. z Assessstudentriskacrossmultipleareas,includingacademicreadinessand academicbehavior.ACTresearchhasdemonstratedthatstudents’overallriskfor failureincreasesiftheyareatriskintermsofeitheracademicreadinessoracademic behavior.Bycombininginformationfrombothareas,educatorswillobtainamore accurateassessmentofstudentriskandamorecompleteprofileofstudents’ strengthsandneeds.Inaddition,studentswhodonotappeartobeatriskbasedon academicreadinessalonemaystillfailiftheyhavenotdevelopedthebehavioralskills neededtomaintainfocus,getalongwithothers,andmonitorandmanagetheir behavior.Byusingacombinationofacademicreadinessandacademicbehavior information,educatorswillmoreaccuratelyidentifythosestudentswhoneed additionalsupportearlywhilethereistimetointervene. z Providetargetedinterventionsandsupportbasedonassessmentresults.ACThas alsoconductedresearchdemonstratingthatwhenstudentswhoareatriskare(a) identifiedonatimelybasis,(b)providedinterventionsdesignedtoaddresstheir needs,and(c)makeevenmildͲtoͲmoderateuseoftheprescribedinterventions,they derivesignificantbenefitsintermsofincreasedGPAandpersistencerates(Robbinset al.,2009).Educatorscanavoid“oneͲsizeͲfitsͲall”solutionsbyfocusingonthose Ͳ11Ͳ z z studentswhoaremostatriskandbypersonalizinginterventionsbasedonstudents’ profilesofstrengthsandneeds. Monitorstudents’academicbehaviorsusingENGAGETeacherEditionmultipletimes eachyear,aswellasotherindicatorssuchasabsenteeism,missedhomework assignments,anddisciplinaryactions.Academicfailureanddropoutdonothappen overnight.Thereareavarietyofindicatorsthatcanserveaswarningsignsalongthe way.ENGAGETeacherEdition,incombinationwithotherschoolrecords(e.g., attendance,disciplinaryactions),canservetwoimportantroles.First,itprovidesthe foundationforaneffectiveearlywarningsystemtoidentifystudentswhoareatrisk. Second,italsoallowseducatorstomonitoranddocumentstudentdevelopmentand growth. Useaggregatedacademicbehaviorassessmentresultsasleadingindicatorsinefforts tomonitorprogresstowardcollegeandcareerreadiness.ENGAGETeacherEdition canbeviewedasaleadingindicatorofstudentsuccess.Byregularlyreviewingresults aggregatedattheclassroom,school,district,andstatelevels,educatorscanidentify trends,assesstheeffectivenessofinterventions,monitorprogressovertime,and documentimprovements.Asaleadingindicator,aggregateacademicbehavior assessmentresultshelpeducatorsknowthattheirprogramsareonthepathtosuccess longbeforeimprovementsinlaggingindicators,suchasacademicreadinessor graduationrates,canbedocumented. Itiscriticalthatstudentsdevelopeffectiveacademicbehaviorsduringmiddleschooland highschool.Thiswillhelpthemcompletehighschoolacademicallypreparedforcollege andcareers,anditwillalsoprovidethepsychosocialfoundationneededforlatersuccessin college,atwork,andintheirpersonallives. ForfurtherinformationaboutENGAGEassessments,goto: www.act.org/engage/index.html Ͳ12Ͳ References ACT,Inc.(2006).Readyforcollegeandreadyforwork:Sameordifferent?IowaCity,IA:Author. ACT,Inc.(2007a).Impactofcognitive,psychosocial,andcareerfactorsoneducationaland workplacesuccess.IowaCity,IA:Author. ACT,Inc.(2008a).Theforgottenmiddle:Ensuringthatallstudentsareontargetforcollegeand careerreadinessbeforehighschool.IowaCity,IA:Author. ACT,Inc.(2008b).ENGAGEuser’sguide.IowaCity,IA:Author. ACT,Inc.(2009).ENGAGEGrades6Ͳ9user’sguide.IowaCity,IA:Author. ACT,Inc.(2010a).ENGAGEGrades10Ͳ12user’sguide.IowaCity,IA:Author. ACT,Inc.(2010b).ENGAGETeacherEditionmiddleschooluser’sguide.IowaCity,IA:Author. Allen,J.,Robbins,S.,&Sawyer,R.(2010).Canmeasuringpsychosocialfactorspromotecollege success?AppliedMeasurementinEducation,23,1–22. Allen,J.,Robbins,S.,Casillas,A.,&Oh,I.ͲS.(2008).ThirdͲyearcollegeretentionandtransfer: Effectsofacademicperformance,motivation,andsocialconnectedness.ResearchinHigher Education,49,647Ͳ664. Balfanz,R.,Herzog,L.,&MacIver,D.J.(2007).Preventingstudentdisengagementandkeeping studentsonthegraduationpathinurbanmiddleͲgrades:Earlyidentificationandeffective interventions.EducationalPsychologist,42(4),223Ͳ235. Carey,K.(2004).Amatterofdegrees:Improvinggraduationratesinfouryearcollegesand universities.Washington,DC:TheEducationTrust. Casillas,A.,Allen,J.,Kuo,Y.ͲK.,Pappas,S.Hanson,M.A.,&Robbins,S.B.(2011).Developmentand validationofENGAGEGrades6Ͳ9.ACTResearchReports.IowaCity,IA:ACT,Inc. CasnerͲLotto,J.&Barrington,L.(2006).Aretheyreallyreadytowork?SocietyforHumanResource Management.Retrievedfromhttp://www.shrm.org/hrresources/surveys_published Hanson,M.A.,&Borman,W.C.(2006).Citizenshipperformance:Anintegrativereviewand motivationalanalysis.InBennett,W.,Woehr,D.J.,&Lance,C.E.(Eds.)Performance measurement:Currentperspectivesandfuturechallenges.Mahwah,NJ:LawrenceErlbaum Associates. Robbins,S.,Allen,J.,Casillas,A.,Peterson,C.,&Le,H.(2006).Unravelingthedifferentialeffectsof motivationalandskills,social,andselfͲmanagementmeasuresfromtraditionalpredictorsof collegeoutcomes.JournalofEducationalPsychology,98,598Ͳ616. Robbins,S.,Lauver,K.,Le,H.,Davis,D.,Langley,R.,&Carlstrom,A.(2004).Dopsychosocialand studyskillfactorspredictcollegeoutcomes?AmetaͲanalysis.PsychologicalBulletin,130,261Ͳ 288. Robbins,S.B.,Allen,J.,Casillas,A.,Akamigbo,A.,Saltonstall,M.,Campbell,R.,Mahoney,E.,& Gore,P.A.(2009).Associationsofresourceandserviceutilization,risklevel,andcollege outcomes.ResearchinHigherEducation,50,101Ͳ118. Ͳ13Ͳ
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