{"id":"https://openalex.org/W25189769","doi":null,"title":"Data-Driven Decision Making: The Engine of Accountability","display_name":"Data-Driven Decision Making: The Engine of Accountability","publication_year":2003,"publication_date":"2003-04-01","ids":{"openalex":"https://openalex.org/W25189769","mag":"25189769"},"language":"en","primary_location":{"id":"mag:25189769","doi":null,"is_oa":false,"landing_page_url":"https://eric.ed.gov/?id=EJ669348","pdf_url":null,"source":{"id":"https://openalex.org/S2764603359","display_name":"Professional School Counseling","issn_l":"1096-2409","issn":["1096-2409","2156-759X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Professional School Counseling","raw_type":null},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081759496","display_name":"Madelyn L. Isaacs","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Madelyn L. Isaacs","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5081759496"],"corresponding_institution_ids":[],"apc_list":{"value":3400,"currency":"USD","value_usd":3400},"apc_paid":null,"fwci":10.6931,"has_fulltext":false,"cited_by_count":99,"citation_normalized_percentile":{"value":0.97795572,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":"4","first_page":"288","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13405","display_name":"Educational Assessment and Improvement","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13405","display_name":"Educational Assessment and Improvement","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13853","display_name":"Teacher Education and Assessments","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10674","display_name":"School Choice and Performance","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/school-counseling","display_name":"school counseling","score":0.6100000143051147},{"id":"https://openalex.org/keywords/school-accountability","display_name":"school accountability","score":0.7260000109672546},{"id":"https://openalex.org/keywords/data-driven-decision-making","display_name":"data-driven decision making","score":0.9869999885559082},{"id":"https://openalex.org/keywords/educational-reform","display_name":"educational reform","score":0.6449999809265137},{"id":"https://openalex.org/keywords/no-child-left-behind-act","display_name":"No Child Left Behind Act","score":0.7110000252723694},{"id":"https://openalex.org/keywords/achievement-gap","display_name":"achievement gap","score":0.8270000219345093},{"id":"https://openalex.org/keywords/school-counseling-program-evaluation","display_name":"school counseling program evaluation","score":0.375}],"concepts":[{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.9256131649017334},{"id":"https://openalex.org/C2779529714","wikidata":"https://www.wikidata.org/wiki/Q2632744","display_name":"Graduation (instrument)","level":2,"score":0.6548755168914795},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.43826037645339966},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.4187540113925934},{"id":"https://openalex.org/C182109673","wikidata":"https://www.wikidata.org/wiki/Q7604437","display_name":"Statistics education","level":2,"score":0.41010138392448425},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3820174038410187},{"id":"https://openalex.org/C3116431","wikidata":"https://www.wikidata.org/wiki/Q31728","display_name":"Public administration","level":1,"score":0.36824506521224976},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3605877757072449},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3081241548061371},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12878119945526123},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.12856900691986084},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:25189769","doi":null,"is_oa":false,"landing_page_url":"https://eric.ed.gov/?id=EJ669348","pdf_url":null,"source":{"id":"https://openalex.org/S2764603359","display_name":"Professional School Counseling","issn_l":"1096-2409","issn":["1096-2409","2156-759X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Professional School Counseling","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.6164000034332275}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W339044778","https://openalex.org/W1964158528","https://openalex.org/W2057083579","https://openalex.org/W7096197997","https://openalex.org/W4245305184","https://openalex.org/W2162798972","https://openalex.org/W1864215608","https://openalex.org/W7109964961","https://openalex.org/W76074222","https://openalex.org/W1873253128"],"abstract_inverted_index":{"Accountability":[0,107,187],"is":[1,46,210,307,330,363,369,529],"an":[2],"exercise":[3],"in":[4,173,198,212,226,309,318,413,465,489],"hope.":[5],"When":[6,16,28,41],"we":[7],"raise":[8,12],"academic":[9,14,180],"standards,":[10,128],"children":[11,17,52],"their":[13,177,381],"sights.":[15],"are":[18,30,35,53,293,301,502],"regularly":[19],"tested,":[20],"teachers":[21],"know":[22],"where":[23],"and":[24,81,100,105,130,141,157,164,197,207,219,228,235,238,262,274,280,298,312,355,390,409,446,460,470,498,509,538,554,575,578],"how":[25],"to":[26,32,37,135,144,166,175,271,276,281,284,344,371,385,426,451,463,551],"improve.":[27],"scores":[29],"known":[31],"parents,":[33],"parents":[34],"empowered":[36],"push":[38],"for":[39,43,50,116,138,243,517,536],"change.":[40],"accountability":[42,115,131,297,329,431,537],"our":[44,51],"schools":[45,165,218],"real,":[47],"the":[48,78,82,96,151,154,191,200,265,269,302,314,364,373,393,403,416,427,449,456,466,490,512,523,526,534,540,561,568],"results":[49],"real.":[54],"--U.S.":[55],"President":[56,68],"George":[57],"W.":[58],"Bush":[59,69],"(US":[60],"Department":[61,183],"of":[62,98,127,160,184,193,264,304,316,353,358,429,472,495,525,563,570],"Education,":[63,185],"2002a)":[64],"This":[65,110,203],"quote":[66,261],"from":[67,90,190,216,338,401,410],"about":[70],"No":[71],"Child":[72],"Left":[73],"Behind":[74],"legislation":[75],"sums":[76],"up":[77],"national":[79,112,527],"mood":[80],"trend":[83],"toward":[84],"increased":[85],"accountability.":[86],"It":[87,350,362],"was":[88],"taken":[89],"a":[91,332,339,345,461,473,530,549],"web-based":[92],"presentation":[93],"generated":[94],"by":[95,120,507,544],"Office":[97,152],"Elementary":[99],"Secondary":[101],"Education":[102],"Student":[103],"Achievement":[104],"School":[106,438,518],"Programs":[108],"(SASA).":[109],"new":[111,333],"office":[113],"promotes":[114],"improving":[117],"student":[118,143,286],"achievement":[201],"ensuring":[121],"that":[122,132,230,306,368,375,422,532,559],"States":[123],"implement":[124],"rigorous":[125],"systems":[126],"assessments,":[129],"motivate":[133,282],"educators":[134,283],"assume":[136],"responsibility":[137],"getting":[139],"each":[140],"every":[142],"achieve":[145],"at":[146,288],"high":[147,179,217,232],"levels.":[148,290],"As":[149],"well,":[150],"builds":[153],"fiscal,":[155],"pedagogical,":[156],"technical":[158],"capacity":[159],"States,":[161],"school":[162,233,278,310,319,433,457,476,546,556,576],"districts,":[163],"get":[167],"all":[168,564],"students":[169,209,565],"(especially":[170],"those":[171],"most":[172],"need)":[174],"meet":[176],"State's":[178],"standards.":[181],"(U.S.":[182],"2002b)":[186],"has":[188,336],"resulted":[189],"lack":[192],"satisfactory":[194],"overall":[196],"particular":[199],"gap.":[202],"gap":[204],"between":[205],"minority":[206],"majority":[208],"demonstrated":[211],"differential":[213],"graduation":[214,234],"rates":[215],"colleges":[220],"as":[221,223],"well":[222],"poor":[224],"performance":[225,359],"reading":[227],"math":[229],"make":[231],"college":[236],"entrance":[237],"completion":[239],"more":[240],"challenging":[241],"(see":[242],"examples,":[244],"numerous":[245],"census":[246],"bureau":[247],"reports":[248],"on":[249,341,347,485],"education,":[250],"U.S.":[251,255],"Census":[252,256],"Bureau,":[253,257],"2002;":[254],"2003).":[258],"The":[259,436,443],"President's":[260],"mission":[263],"SASA":[266],"makes":[267],"clear":[268,453],"intent":[270],"use":[272],"data":[273],"assessment":[275],"drive":[277],"improvement":[279],"deliver":[285],"increasing":[289],"While":[291,328],"counselors":[292,317,547],"not":[294,331],"specifically":[295],"mentioned,":[296],"data-driven":[299],"decisions":[300],"nexus":[303],"much":[305],"happening":[308],"counseling":[311,404,434,477,557],"directing":[313],"role":[315,459],"reform.":[320],"THE":[321],"FORCES":[322],"CONVERGING":[323],"TO":[324],"SCHOOL":[325],"COUNSELOR":[326],"ACCOUNTABILITY":[327],"concept,":[334],"it":[335],"moved":[337],"focus":[340,346,484],"teaching":[342],"(inputs)":[343],"learning":[348],"(outcomes).":[349],"implies":[351],"evaluation":[352,471],"program":[354,478],"individual":[356,573],"implementation":[357,543],"(Frymier,":[360],"1996).":[361],"show":[365],"me":[366],"attitude":[367],"used":[370],"answer":[372],"questions":[374],"concern":[376],"what":[377],"difference":[378],"individuals":[379],"or":[380,419,505],"programs":[382,558],"have":[383,397,423],"made":[384],"students,":[386],"families,":[387],"teachers,":[388],"schools,":[389],"districts.":[391],"Within":[392],"Profession:":[394],"Many":[395],"forces":[396],"been":[398],"concurrently":[399],"converging":[400],"within":[402,406],"profession,":[405],"educational":[407],"practice,":[408],"external":[411],"sources":[412],"government":[414],"over":[415],"past":[417],"10":[418],"so":[420],"years":[421],"brought":[424],"us":[425],"necessity":[428],"incorporating":[430],"into":[432],"practice.":[435],"American":[437],"Counselor":[439],"Association":[440],"(ASCA)":[441],"Standards.":[442],"Standards":[444,488,528],"developed":[445],"promoted":[447],"during":[448],"1990s":[450],"provide":[452],"direction":[454],"concerning":[455],"counselor's":[458],"method":[462],"assist":[464],"planning,":[467],"development,":[468],"implementation,":[469],"comprehensive,":[474],"developmental":[475],"(Campbell":[479],"&":[480],"Dahir":[481],"1997).":[482],"These":[483,501],"nine":[486],"National":[487,515],"three":[491],"critical":[492],"curriculum":[493],"areas":[494],"academic,":[496],"personal/social":[497],"career":[499],"development.":[500],"being":[503],"adopted":[504],"adapted":[506],"states":[508],"localities":[510],"across":[511],"nation.":[513],"ASCA":[514],"Model":[516],"Counseling":[519],"Programs.":[520],"Naturally":[521],"following":[522],"dissemination":[524],"model":[531],"sets":[533],"stage":[535],"moves":[539],"standards":[541],"towards":[542],"providing":[545],"with":[548,572],"process":[550],"develop":[552],"district":[553,574],"school-based":[555],"maximize":[560],"while":[566],"recognizing":[567],"importance":[569],"integrating":[571],"needs":[577],"existing":[579],"programs.":[580],"\u2026":[581]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":7}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2016-06-24T00:00:00"}
