{"id":"https://openalex.org/W2189199019","doi":null,"title":"The Influence of Labor Market Outcomes Data on Major Choice: Evidence from a Survey Experiment.","display_name":"The Influence of Labor Market Outcomes Data on Major Choice: Evidence from a Survey Experiment.","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2189199019","mag":"2189199019"},"language":"en","primary_location":{"id":"mag:2189199019","doi":null,"is_oa":false,"landing_page_url":"https://files.eric.ed.gov/fulltext/ED565471.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},"volume":null,"type":"article","is_traditional":true,"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/A5018993143","display_name":"Alexander I. Ruder","orcid":"https://orcid.org/0009-0003-1144-5638","observed_orcids":["https://orcid.org/0009-0003-1144-5638"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alex Ruder","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017642562","display_name":"Michelle Van Noy","orcid":"https://orcid.org/0000-0003-3079-5126","observed_orcids":["https://orcid.org/0000-0003-3079-5126"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michelle Van Noy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5070315766","display_name":"Edward J. Bloustein","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edward J. Bloustein","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35324873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10267","display_name":"Higher Education Research Studies","score":0.5067999958992004,"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"}},"topics":[{"id":"https://openalex.org/T10267","display_name":"Higher Education Research Studies","score":0.5067999958992004,"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/T10208","display_name":"Labor market dynamics and wage inequality","score":0.11710000038146973,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10674","display_name":"School Choice and Performance","score":0.11550000309944153,"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/college-major-choice","display_name":"college major choice","score":0.7239999771118164},{"id":"https://openalex.org/keywords/median-earnings","display_name":"median earnings","score":0.628000020980835},{"id":"https://openalex.org/keywords/student-data","display_name":"student data","score":0.33399999141693115},{"id":"https://openalex.org/keywords/educational-decision-making","display_name":"educational decision-making","score":0.550000011920929},{"id":"https://openalex.org/keywords/college-affordability","display_name":"college affordability","score":0.42100000381469727},{"id":"https://openalex.org/keywords/accountability-in-higher-education","display_name":"higher education accountability","score":0.6069999933242798}],"concepts":[{"id":"https://openalex.org/C2781426361","wikidata":"https://www.wikidata.org/wiki/Q5326940","display_name":"Earnings","level":2,"score":0.9019450545310974},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.5932450294494629},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.5410112738609314},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.5044642686843872},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.45136263966560364},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.406676709651947},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.40315213799476624},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.3835202157497406},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.37146055698394775},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.3298848867416382},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23814800381660461},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1286689043045044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2189199019","doi":null,"is_oa":false,"landing_page_url":"https://files.eric.ed.gov/fulltext/ED565471.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":null,"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.9235000014305115},{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7578999996185303}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W171587220","https://openalex.org/W203663566","https://openalex.org/W279236497","https://openalex.org/W620922679","https://openalex.org/W642897606","https://openalex.org/W1434964381","https://openalex.org/W1508713417","https://openalex.org/W1534965059","https://openalex.org/W1597801308","https://openalex.org/W1964219848","https://openalex.org/W1981457167","https://openalex.org/W1990100009","https://openalex.org/W1991252949","https://openalex.org/W2017877610","https://openalex.org/W2058610722","https://openalex.org/W2075491276","https://openalex.org/W2080973810","https://openalex.org/W2112759266","https://openalex.org/W2119298903","https://openalex.org/W2123716090","https://openalex.org/W2124758339","https://openalex.org/W2132575282","https://openalex.org/W2132879894","https://openalex.org/W2148472246","https://openalex.org/W2162535192","https://openalex.org/W2396557790","https://openalex.org/W2461252122","https://openalex.org/W2464362575","https://openalex.org/W2577227262","https://openalex.org/W2745274156","https://openalex.org/W2793673579","https://openalex.org/W2802066891","https://openalex.org/W3083225435","https://openalex.org/W3122031850","https://openalex.org/W3122320753","https://openalex.org/W3122676602","https://openalex.org/W3124120302","https://openalex.org/W3125230084"],"related_works":["https://openalex.org/W6959067051","https://openalex.org/W4226288314","https://openalex.org/W3004732403","https://openalex.org/W3125230084","https://openalex.org/W7100429214","https://openalex.org/W1512480606","https://openalex.org/W1508272001","https://openalex.org/W7099451214","https://openalex.org/W3021840531","https://openalex.org/W2889686898"],"abstract_inverted_index":{"The":[0,144,205],"rising":[1],"cost":[2],"of":[3,20,70,80,92,149,188,200,237,242],"college":[4,21],"and":[5,25,102,110,120,125,131,164,202,215,224],"demands":[6],"for":[7,44,218,227],"accountability":[8],"have":[9],"increased":[10],"interest":[11],"in":[12,37,62,96,104,129,134],"providing":[13],"students":[14,98,106,171],"with":[15],"information":[16,36,168],"about":[17,77],"the":[18,60,78,118,141,147,196,231,238],"earnings":[19,51,81,109,111,130],"graduates":[22],"by":[23,184],"school":[24],"major.":[26],"However,":[27],"no":[28],"consensus":[29],"exists":[30],"over":[31],"how":[32],"to":[33,88,123,137,155,172,209],"display":[34],"that":[35,40,66,115,169,176],"a":[38,85,153,185],"way":[39],"is":[41,73],"most":[42],"beneficial":[43],"students.":[45],"Some":[46],"researchers":[47],"advocate":[48,55],"displaying":[49,162],"median":[50,100,108,119,142],"only,":[52],"while":[53],"others":[54],"showing":[56,116],"more":[57],"detail":[58],"on":[59,221],"variation":[61,121,165],"earnings.":[63],"We":[64,83,113],"argue":[65],"an":[67],"explicit":[68],"theory":[69],"student":[71,93,157],"choice":[72],"missing":[74],"from":[75],"discussions":[76],"provision":[79],"data.":[82],"use":[84,99,107,148],"survey":[86],"experiment":[87],"assess":[89],"two":[90],"models":[91],"choice:":[94],"one":[95,103],"which":[97,105],"earnings,":[101],"variation.":[112],"demonstrate":[114],"respondents":[117,138],"leads":[122],"large":[124],"significantly":[126],"different":[127,132],"expectations":[128],"choices":[133,175],"majors,":[135],"compared":[136],"who":[139],"see":[140],"only.":[143],"results":[145],"question":[146],"medians":[150,163],"only":[151],"as":[152],"tool":[154],"improve":[156],"decision":[158],"making.":[159],"In":[160],"contrast,":[161],"provides":[166],"influential":[167],"allows":[170],"make":[173],"education":[174],"incorporates":[177],"risk.":[178],"Acknowledgements:":[179],"This":[180],"research":[181],"was":[182],"supported":[183],"U.S.":[186],"Department":[187,199],"Labor":[189,201],"Workforce":[190,203],"Data":[191],"Quality":[192],"Initiative":[193],"grant":[194],"through":[195],"New":[197],"Jersey":[198],"Development.":[204],"authors":[206],"would":[207],"like":[208],"thank":[210],"Scott":[211],"Powell,":[212],"William":[213],"Mabe,":[214],"Thomas":[216],"Hillman":[217],"insightful":[219],"comments":[220],"earlier":[222],"drafts,":[223],"Marc":[225],"Weiner":[226],"helpful":[228],"advice":[229],"during":[230],"project.":[232],"Any":[233],"errors":[234],"are":[235],"those":[236],"authors.":[239],"Table\t\r":[240]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}