{"id":"https://openalex.org/W2188290762","doi":null,"title":"Predictors of Retention: Identification of Students At-Risk and Implementation of Continued Intervention Strategies","display_name":"Predictors of Retention: Identification of Students At-Risk and Implementation of Continued Intervention Strategies","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2188290762","mag":"2188290762"},"language":"en","primary_location":{"id":"mag:2188290762","doi":null,"is_oa":false,"landing_page_url":"https://ir.csusb.edu/documents/predictorsofretention_001.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/A5077209606","display_name":"Muriel C. Lopez-Wagner","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I43369023","display_name":"California State University, San Bernardino","ror":"https://ror.org/02n651896","country_code":"US","type":"education","lineage":["https://openalex.org/I43369023"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muriel C. Lopez-Wagner","raw_affiliation_strings":["California State University San Bernardino"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California State University San Bernardino","institution_ids":["https://openalex.org/I43369023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058319085","display_name":"Tanner M. Carollo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tanner Carollo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5064018958","display_name":"Emily A. Shindledecker","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emily A. Shindledecker","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"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":0.9965999722480774,"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":0.9965999722480774,"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/T14241","display_name":"Evasion and Academic Success Factors","score":0.003000000026077032,"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/T13929","display_name":"Educational Outcomes and Influences","score":0.00039999998989515007,"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/student-retention","display_name":"student retention","score":0.8820000290870667},{"id":"https://openalex.org/keywords/at-risk-students","display_name":"at-risk students","score":0.7490000128746033},{"id":"https://openalex.org/keywords/first-year-college-students","display_name":"first-year college students","score":0.6320000290870667},{"id":"https://openalex.org/keywords/predictors-of-retention","display_name":"predictors of retention","score":0.7289999723434448},{"id":"https://openalex.org/keywords/dropout-risk","display_name":"dropout risk","score":0.5440000295639038},{"id":"https://openalex.org/keywords/intervention-strategies","display_name":"intervention strategies","score":0.5799999833106995},{"id":"https://openalex.org/keywords/ethnicity","display_name":"ethnicity","score":0.5479999780654907},{"id":"https://openalex.org/keywords/high-school-gpa","display_name":"high school GPA","score":0.984000027179718},{"id":"https://openalex.org/keywords/general-education-courses","display_name":"general education courses","score":0.859000027179718},{"id":"https://openalex.org/keywords/california-state-university-san-bernardino","display_name":"California State University, San Bernardino","score":0.8080000281333923}],"concepts":[{"id":"https://openalex.org/C2779747766","wikidata":"https://www.wikidata.org/wiki/Q18542","display_name":"Grade retention","level":3,"score":0.5980820655822754},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5784202814102173},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.5275896191596985},{"id":"https://openalex.org/C79736992","wikidata":"https://www.wikidata.org/wiki/Q7316676","display_name":"Retention rate","level":2,"score":0.4848819673061371},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.46911337971687317},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42821869254112244},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4257625937461853},{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.42239341139793396},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.4169624149799347},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.3336724042892456},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.26617205142974854},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.23538464307785034},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11277782917022705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.08871862292289734},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07972690463066101},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2188290762","doi":null,"is_oa":false,"landing_page_url":"https://ir.csusb.edu/documents/predictorsofretention_001.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":[],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W70930469","https://openalex.org/W149736300","https://openalex.org/W157752234","https://openalex.org/W183892261","https://openalex.org/W190218951","https://openalex.org/W191632815","https://openalex.org/W207457230","https://openalex.org/W1488331527","https://openalex.org/W1505203270","https://openalex.org/W1562161258","https://openalex.org/W1965983039","https://openalex.org/W1972677302","https://openalex.org/W1985319561","https://openalex.org/W2032646960","https://openalex.org/W2049113143","https://openalex.org/W2108412504","https://openalex.org/W2113928737","https://openalex.org/W2116542053","https://openalex.org/W2138238639","https://openalex.org/W2152139139","https://openalex.org/W2162897826","https://openalex.org/W2733095826"],"related_works":["https://openalex.org/W1562161258","https://openalex.org/W2580002771","https://openalex.org/W2331968276","https://openalex.org/W21466323","https://openalex.org/W1976639585","https://openalex.org/W138122931","https://openalex.org/W2899678405","https://openalex.org/W2173911263","https://openalex.org/W1638251210","https://openalex.org/W4414343192"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"retention":[3,123,129,153],"rate":[4],"into":[5,154],"the":[6,20,29,91,102,107,111,118,146,155,170],"sophomore":[7,121,128,156,171],"year":[8,104,122],"for":[9,37,115,127,133,162],"California":[10],"State":[11],"University,":[12],"San":[13],"Bernardino":[14],"(CSUSB)":[15],"has":[16],"improved":[17],"and":[18,40,62,66,94,113,164],"surpassed":[19],"CSU":[21],"system-wide":[22],"average.":[23],"However,":[24],"it":[25],"is":[26],"clear":[27],"that":[28],"first":[30,83,92,103],"two":[31],"years":[32],"of":[33,87,96,110,117,145,152],"college":[34],"are":[35],"difficult":[36],"some":[38],"students":[39,160],"these":[41,73],"difficulties":[42],"influence":[43],"their":[44],"decision":[45],"to":[46,106,140,149,158,165],"return.":[47],"We":[48],"examined":[49],"data":[50],"from":[51,138],"3,790":[52],"First":[53],"Time":[54],"Freshmen":[55],"who":[56],"entered":[57],"CSUSB":[58],"in":[59,120],"fall":[60,63],"2009":[61],"2010":[64],"quarters,":[65],"conducted":[67],"a":[68],"binary":[69],"logistic":[70],"regression":[71],"on":[72],"data.":[74],"Ethnicity,":[75],"high":[76,139],"school":[77],"GPA,":[78,85],"University":[79],"Studies":[80],"100":[81],"enrollment,":[82],"term":[84],"percent":[86],"courses":[88,99],"completed":[89],"during":[90,101,169],"year,":[93,157],"number":[95],"general":[97],"education":[98],"enrolled":[100],"contributed":[105],"overall":[108],"significance":[109],"model":[112],"accounted":[114],"42%":[116],"variance":[119],"rates.":[124],"Probability":[125],"scores":[126],"rates":[130],"were":[131],"calculated":[132],"each":[134],"student":[135],"which":[136],"ranged":[137],"low":[141],"risk.":[142],"The":[143],"purpose":[144],"study":[147],"was":[148],"identify":[150,159],"predictors":[151],"at-risk":[161],"dropout,":[163],"provide":[166],"continued":[167],"intervention":[168],"year.":[172]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}