{"id":"https://openalex.org/W2989555751","doi":null,"title":"Is Data-Driven Decision Making At Odds With Moral Decision Making? A Critical Review of School Leaders\u2019 Decision Making In the Era of School Accountability","display_name":"Is Data-Driven Decision Making At Odds With Moral Decision Making? A Critical Review of School Leaders\u2019 Decision Making In the Era of School Accountability","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2989555751","mag":"2989555751"},"language":"en","primary_location":{"id":"pmh:oai:scholarworks.gsu.edu:eps_facpub-1044","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.gsu.edu/eps_facpub/29","pdf_url":"https://scholarworks.gsu.edu/cgi/viewcontent.cgi?article=1044&context=eps_facpub","source":{"id":"https://openalex.org/S4406922693","display_name":"Digital Archive @ GSU","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Educational Policy Studies Faculty Publications","raw_type":"text"},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholarworks.gsu.edu/cgi/viewcontent.cgi?article=1044&context=eps_facpub","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037864330","display_name":"Yinying Wang","orcid":"https://orcid.org/0000-0002-9005-9641","observed_orcids":["https://orcid.org/0000-0002-9005-9641"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yinying Wang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9005-9641","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5037864330"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.9249,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96580717,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"14","issue":"2","first_page":null,"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":0.9413999915122986,"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":0.9413999915122986,"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/T13884","display_name":"Educational Leadership and Practices","score":0.05050000175833702,"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/T12952","display_name":"School Leadership and Teacher Performance","score":0.002099999925121665,"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/data-driven-decision-making","display_name":"data-driven decision making","score":0.9990000128746033},{"id":"https://openalex.org/keywords/ethical-decision-making","display_name":"ethical decision-making","score":0.996999979019165},{"id":"https://openalex.org/keywords/school-leadership","display_name":"school leadership","score":0.968999981880188},{"id":"https://openalex.org/keywords/school-accountability","display_name":"school accountability","score":0.972000002861023},{"id":"https://openalex.org/keywords/educational-accountability","display_name":"educational accountability","score":0.6570000052452087},{"id":"https://openalex.org/keywords/behavioral-economics","display_name":"behavioral economics","score":0.8349999785423279},{"id":"https://openalex.org/keywords/cognitive-neuroscience","display_name":"cognitive neuroscience","score":0.777999997138977}],"concepts":[{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.813019871711731},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.6237401962280273},{"id":"https://openalex.org/C2776768071","wikidata":"https://www.wikidata.org/wiki/Q5403402","display_name":"Ethical decision","level":2,"score":0.6090605854988098},{"id":"https://openalex.org/C2983241795","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Medical decision making","level":2,"score":0.5286387205123901},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.5071938037872314},{"id":"https://openalex.org/C2777769502","wikidata":"https://www.wikidata.org/wiki/Q1464369","display_name":"Making-of","level":2,"score":0.46753451228141785},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3625292181968689},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.3576091527938843},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3388659358024597},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3111817240715027},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.30295950174331665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23648834228515625},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1840893030166626},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16288721561431885},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14526009559631348},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.13114842772483826},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.10526019334793091},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:scholarworks.gsu.edu:eps_facpub-1044","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.gsu.edu/eps_facpub/29","pdf_url":"https://scholarworks.gsu.edu/cgi/viewcontent.cgi?article=1044&context=eps_facpub","source":{"id":"https://openalex.org/S4406922693","display_name":"Digital Archive @ GSU","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Educational Policy Studies Faculty Publications","raw_type":"text"},{"id":"mag:2989555751","doi":null,"is_oa":false,"landing_page_url":"http://files.eric.ed.gov/fulltext/EJ1233012.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:scholarworks.gsu.edu:eps_facpub-1044","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.gsu.edu/eps_facpub/29","pdf_url":"https://scholarworks.gsu.edu/cgi/viewcontent.cgi?article=1044&context=eps_facpub","source":{"id":"https://openalex.org/S4406922693","display_name":"Digital Archive @ GSU","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Educational Policy Studies Faculty Publications","raw_type":"text"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2989555751.pdf","grobid_xml":"https://content.openalex.org/works/W2989555751.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1495978695","https://openalex.org/W1531938074","https://openalex.org/W1566702655","https://openalex.org/W1568809335","https://openalex.org/W1581387623","https://openalex.org/W1587916184","https://openalex.org/W1596779083","https://openalex.org/W1703398075","https://openalex.org/W1783810368","https://openalex.org/W1954045752","https://openalex.org/W1969305551","https://openalex.org/W1970001155","https://openalex.org/W1972224334","https://openalex.org/W1983312759","https://openalex.org/W1995296289","https://openalex.org/W2000120390","https://openalex.org/W2003619413","https://openalex.org/W2010264160","https://openalex.org/W2014540591","https://openalex.org/W2017163437","https://openalex.org/W2019924339","https://openalex.org/W2020025234","https://openalex.org/W2088480602","https://openalex.org/W2097038981","https://openalex.org/W2098425678","https://openalex.org/W2099959017","https://openalex.org/W2101903660","https://openalex.org/W2105938655","https://openalex.org/W2115517188","https://openalex.org/W2117648711","https://openalex.org/W2126799332","https://openalex.org/W2128539234","https://openalex.org/W2128654855","https://openalex.org/W2129135549","https://openalex.org/W2129900561","https://openalex.org/W2136435696","https://openalex.org/W2140296865","https://openalex.org/W2141233322","https://openalex.org/W2142132575","https://openalex.org/W2142827688","https://openalex.org/W2151557482","https://openalex.org/W2152722155","https://openalex.org/W2168580854","https://openalex.org/W2169732069","https://openalex.org/W2170109954","https://openalex.org/W2312886975","https://openalex.org/W2331642106","https://openalex.org/W2514955664","https://openalex.org/W2578216231","https://openalex.org/W2604741191","https://openalex.org/W2752099845","https://openalex.org/W2770183831","https://openalex.org/W2798520127","https://openalex.org/W2891023418","https://openalex.org/W2964333735","https://openalex.org/W2980073283"],"related_works":["https://openalex.org/W2605272310","https://openalex.org/W3209690707","https://openalex.org/W7096177277","https://openalex.org/W1490374691","https://openalex.org/W602397104","https://openalex.org/W7205077720","https://openalex.org/W2054172938","https://openalex.org/W2223126138","https://openalex.org/W2767033880","https://openalex.org/W1505222620"],"abstract_inverted_index":{"This":[0,110],"article":[1,111,140],"provides":[2],"a":[3,44,64,89],"critical":[4],"review":[5],"of":[6,36,66],"school":[7,41,49,93,145],"leaders\u2019":[8,146],"data-driven":[9,45],"decision":[10,23,46,70,116,137,147],"making":[11,71,117],"(DDDM),":[12],"drawing":[13],"attention":[14],"to":[15,53,128],"the":[16,37,130],"potential":[17,131],"tension":[18,132],"between":[19,133],"DDDM":[20,30,134],"and":[21,59,62,80,105,125,135],"moral":[22,69,136],"making.":[24,138,148],"With":[25],"mounting":[26],"accountability":[27],"in":[28,40,97,101,118],"education,":[29],"has":[31],"been":[32],"espoused":[33],"as":[34],"one":[35],"core":[38],"values":[39],"leadership.":[42],"Making":[43],"means":[47],"that":[48],"leaders":[50,94],"use":[51],"data":[52],"set":[54],"goals,":[55],"identify":[56],"problems,":[57],"seek":[58],"evaluate":[60],"options,":[61],"choose":[63],"course":[65,91],"action;":[67],"whereas":[68],"is":[72,76],"about":[73],"deciding":[74],"what":[75],"right,":[77],"just,":[78],"virtuous,":[79],"ethical.":[81],"The":[82,139],"two":[83],"decisionmaking":[84],"approaches":[85],"could":[86],"be":[87],"on":[88,115],"collision":[90],"if":[92],"are":[95],"situated":[96],"an":[98],"organizational":[99],"context":[100],"which":[102],"leaders,":[103],"teachers,":[104],"students":[106],"have":[107],"competing":[108],"interests.":[109],"draws":[112],"upon":[113],"literature":[114],"multiple":[119],"disciplines":[120],"(e.g.,":[121],"psychology,":[122],"behavioral":[123],"economics,":[124],"cognitive":[126],"neuroscience)":[127],"discuss":[129],"concludes":[141],"with":[142],"recommendations":[143],"for":[144]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":1}],"updated_date":"2026-09-01T08:31:24.195828","created_date":"2019-11-22T00:00:00"}