{"id":"https://openalex.org/W584905038","doi":null,"title":"Software Applications Course as an Early Indicator of Academic Performance.","display_name":"Software Applications Course as an Early Indicator of Academic Performance.","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W584905038","mag":"584905038"},"language":"en","primary_location":{"id":"pmh:oai:scholarworks.montana.edu:1/3457","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.montana.edu/handle/1/3457","pdf_url":"https://scholarworks.montana.edu/xmlui/handle/1/3457","source":{"id":"https://openalex.org/S4306402563","display_name":"Montana State University ScholarWorks (Montana State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I23732399","host_organization_name":"Montana State University","host_organization_lineage":["https://openalex.org/I23732399"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholarworks.montana.edu/xmlui/handle/1/3457","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031143172","display_name":"Harry C. Benham","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Harry C. Benham","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032917515","display_name":"Agnieszka Bielinska\u2010Kwapisz","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agnieszka Bielinska\u2010Kwapisz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Frank Brown","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frank Brown","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":2.9012,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.9132751,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12671","display_name":"Management and Marketing Education","score":0.5590999722480774,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12671","display_name":"Management and Marketing Education","score":0.5590999722480774,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12378","display_name":"Accounting Education and Careers","score":0.17990000545978546,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13929","display_name":"Educational Outcomes and Influences","score":0.14659999310970306,"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/academic-performance-prediction","display_name":"student performance prediction","score":0.8209999799728394},{"id":"https://openalex.org/keywords/business-school-curriculum","display_name":"business school curriculum","score":0.550000011920929},{"id":"https://openalex.org/keywords/course-failure","display_name":"course failure","score":0.6290000081062317},{"id":"https://openalex.org/keywords/student-academic-difficulties","display_name":"student academic difficulties","score":0.5649999976158142},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.3490000069141388}],"concepts":[{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.5840260982513428},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.5514703989028931},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47067365050315857},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.46810030937194824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4676035940647125},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.450251966714859},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15294960141181946},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12537941336631775},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:scholarworks.montana.edu:1/3457","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.montana.edu/handle/1/3457","pdf_url":"https://scholarworks.montana.edu/xmlui/handle/1/3457","source":{"id":"https://openalex.org/S4306402563","display_name":"Montana State University ScholarWorks (Montana State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I23732399","host_organization_name":"Montana State University","host_organization_lineage":["https://openalex.org/I23732399"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"mag:584905038","doi":null,"is_oa":false,"landing_page_url":"http://files.eric.ed.gov/fulltext/EJ1064618.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2764763279","display_name":"Research in higher education journal","issn_l":"1941-3432","issn":["1941-3432","2327-7092"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Research in higher education journal","raw_type":null}],"best_oa_location":{"id":"pmh:oai:scholarworks.montana.edu:1/3457","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.montana.edu/handle/1/3457","pdf_url":"https://scholarworks.montana.edu/xmlui/handle/1/3457","source":{"id":"https://openalex.org/S4306402563","display_name":"Montana State University ScholarWorks (Montana State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I23732399","host_organization_name":"Montana State University","host_organization_lineage":["https://openalex.org/I23732399"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"score":0.975600004196167,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W584905038.pdf","grobid_xml":"https://content.openalex.org/works/W584905038.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W223960528","https://openalex.org/W1985271926","https://openalex.org/W2003023728","https://openalex.org/W2044351184","https://openalex.org/W2051866480","https://openalex.org/W2069905119","https://openalex.org/W2070072315","https://openalex.org/W2098903908","https://openalex.org/W2128278928","https://openalex.org/W2185761757","https://openalex.org/W2231425244"],"related_works":["https://openalex.org/W7095360609","https://openalex.org/W4320080119","https://openalex.org/W2783814624","https://openalex.org/W2624884140","https://openalex.org/W3126795049","https://openalex.org/W2337285688","https://openalex.org/W2058625857","https://openalex.org/W2030145324","https://openalex.org/W2590656217","https://openalex.org/W1636467631"],"abstract_inverted_index":{"This":[0],"study\u2019s":[1],"objective":[2],"is":[3],"to":[4,11,44,110,133,152,169],"determine":[5],"if":[6,30],"students":[7,96,129],"who":[8,97,163],"were":[9,167],"unable":[10],"successfully":[12,100],"complete":[13,101],"a":[14,49,63,76,108],"required":[15],"sophomore":[16],"level":[17],"business":[18,55,68,103],"software":[19,50,104],"applications":[20,51,64,105],"course":[21,52,65,166],"encountered":[22],"unique":[23],"academic":[24,36],"difficulties":[25],"in":[26,39,54,67,78,84,117,154],"that":[27,123,159],"course,":[28,80,106],"or":[29],"their":[31],"difficulty":[32],"signaled":[33],"more":[34],"general":[35],"achievement":[37],"problems":[38],"business.":[40],"The":[41],"study":[42],"points":[43],"the":[45,79,92,95,102,111,127,139,155,165,174],"importance":[46],"of":[47,91,94,126,142,158],"including":[48],"early":[53,66,86],"schools\u2019":[56,69],"curriculum":[57,70],"and":[58,71,107,147],"examines":[59,72],"factors":[60,73],"associated":[61,74],"with":[62,75],"success":[77],"as":[81,83],"well":[82],"students\u2019":[85],"college":[87],"GPA.":[88],"An":[89],"examination":[90],"characteristics":[93],"do":[98],"not":[99],"comparison":[109],"local":[112],"predictive":[113],"Major":[114],"Field":[115],"Test":[116],"Business":[118],"(MFT-B)":[119],"scoring":[120],"model,":[121],"suggests":[122],"over":[124],"84%":[125],"unsuccessful":[128],"would":[130,149],"be":[131,150],"likely":[132],"receive":[134],"an":[135,143],"MFT-B":[136],"score":[137,153,170],"below":[138],"50th":[140],"percentile":[141],"institutional":[144],"normative":[145],"distribution":[146],"45%":[148],"expected":[151],"bottom":[156],"20%":[157],"same":[160],"distribution.":[161],"Students":[162],"failed":[164],"predicted":[168],"23%":[171],"lower":[172],"on":[173],"MFT":[175],"than":[176],"comparable":[177],"students.":[178]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2016-06-24T00:00:00"}