{"id":"https://openalex.org/W2324237824","doi":"https://doi.org/10.1109/te.2016.2528889","title":"Factors That Influence Students' Motivation to Start and to Continue Studying Information Technology in Estonia","display_name":"Factors That Influence Students' Motivation to Start and to Continue Studying Information Technology in Estonia","publication_year":2016,"publication_date":"2016-02-29","ids":{"openalex":"https://openalex.org/W2324237824","doi":"https://doi.org/10.1109/te.2016.2528889","mag":"2324237824"},"language":"en","primary_location":{"id":"doi:10.1109/te.2016.2528889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/te.2016.2528889","pdf_url":null,"source":{"id":"https://openalex.org/S207741693","display_name":"IEEE Transactions on Education","issn_l":"0018-9359","issn":["0018-9359","1557-9638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322189","host_organization_name":"IEEE Education Society","host_organization_lineage":["https://openalex.org/P4310322189","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Education Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Education","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5061856496","display_name":"K\u00fclli Kori","orcid":"https://orcid.org/0009-0000-9437-8087"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Kulli Kori","raw_affiliation_strings":["Institute of Educational Sciences, University of Tartu, Tartu, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Educational Sciences, University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039916308","display_name":"Margus Pedaste","orcid":"https://orcid.org/0000-0002-5087-9637"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Margus Pedaste","raw_affiliation_strings":["Institute of Educational Sciences, University of Tartu, Tartu, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Educational Sciences, University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043217978","display_name":"Heilo Altin","orcid":null},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Heilo Altin","raw_affiliation_strings":["Institute of Technology, University of Tartu, Tartu, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology, University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032543807","display_name":"Eno T\u00f5nisson","orcid":"https://orcid.org/0000-0002-9118-0937"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Eno Tonisson","raw_affiliation_strings":["Institute of Computer Science, University of Tartu, Tartu, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050895180","display_name":"Tauno Palts","orcid":null},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Tauno Palts","raw_affiliation_strings":["Institute of Computer Science, University of Tartu, Tartu, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I56085075"],"apc_list":null,"apc_paid":null,"fwci":19.7548,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.99033428,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"59","issue":"4","first_page":"255","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9882000088691711,"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/T10162","display_name":"Online and Blended Learning","score":0.9882000088691711,"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/T12515","display_name":"Gender and Technology in Education","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.6547248363494873},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6243355870246887},{"id":"https://openalex.org/keywords/drop-out","display_name":"Drop out","score":0.4982311725616455},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.49692419171333313},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.4924710690975189},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4555252492427826},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3583475947380066},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.34793922305107117},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12444588541984558},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.10642865300178528}],"concepts":[{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.6547248363494873},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6243355870246887},{"id":"https://openalex.org/C2984949393","wikidata":"https://www.wikidata.org/wiki/Q1260241","display_name":"Drop out","level":2,"score":0.4982311725616455},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.49692419171333313},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.4924710690975189},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4555252492427826},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3583475947380066},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.34793922305107117},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12444588541984558},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.10642865300178528},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/te.2016.2528889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/te.2016.2528889","pdf_url":null,"source":{"id":"https://openalex.org/S207741693","display_name":"IEEE Transactions on Education","issn_l":"0018-9359","issn":["0018-9359","1557-9638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322189","host_organization_name":"IEEE Education Society","host_organization_lineage":["https://openalex.org/P4310322189","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Education Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W165679389","https://openalex.org/W836400714","https://openalex.org/W1527311855","https://openalex.org/W1542932561","https://openalex.org/W1969675023","https://openalex.org/W1971488602","https://openalex.org/W1979285284","https://openalex.org/W1982744172","https://openalex.org/W2005023706","https://openalex.org/W2007852658","https://openalex.org/W2012091049","https://openalex.org/W2021040358","https://openalex.org/W2023214574","https://openalex.org/W2029016935","https://openalex.org/W2035286692","https://openalex.org/W2035517252","https://openalex.org/W2039097746","https://openalex.org/W2046636650","https://openalex.org/W2052729098","https://openalex.org/W2053373778","https://openalex.org/W2063996909","https://openalex.org/W2067963826","https://openalex.org/W2076425680","https://openalex.org/W2080330339","https://openalex.org/W2081978115","https://openalex.org/W2092037405","https://openalex.org/W2100085738","https://openalex.org/W2121224052","https://openalex.org/W2130175054","https://openalex.org/W2145336094","https://openalex.org/W2166388017","https://openalex.org/W2166769551","https://openalex.org/W2327210158","https://openalex.org/W3019273456","https://openalex.org/W3123254979","https://openalex.org/W3214923421"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2102271161","https://openalex.org/W25702646","https://openalex.org/W4313425421","https://openalex.org/W2361883455","https://openalex.org/W2952832228","https://openalex.org/W2909324362","https://openalex.org/W2372868951","https://openalex.org/W570712888","https://openalex.org/W1555990437"],"abstract_inverted_index":{"Despite":[0],"the":[1,15,70,97,100,111,114],"high":[2],"competition":[3],"for":[4,168],"places":[5],"to":[6,10,33,38,46,129,132,139,155,172],"study":[7,165],"curricula":[8],"related":[9,128],"information":[11],"technology":[12],"(IT)":[13],"at":[14,69,99],"higher":[16],"education":[17],"level":[18],"in":[19,62,176,180],"Estonia,":[20],"a":[21,67,130],"large":[22],"number":[23],"of":[24,72,89,93,102,113,163],"IT":[25,41,60,115,122,135,181],"students":[26,37,61,65],"drop":[27],"out.":[28],"Therefore,":[29],"it":[30],"is":[31],"important":[32,167],"explore":[34],"what":[35,43],"influences":[36,44],"start":[39],"studying":[40],"and":[42,75,103,117,121,183],"them":[45],"persist":[47],"with":[48,109],"their":[49,73,77,178,184],"degree":[50],"program.":[51],"In":[52],"this":[53,164],"study,":[54],"data":[55],"were":[56,85,96],"collected":[57],"from":[58,87],"301":[59],"Estonia.":[63],"The":[64,161],"completed":[66],"questionnaire":[68],"beginning":[71,101],"studies":[74,136],"after":[76],"first":[78],"semester.":[79],"Five":[80],"factors":[81,95],"influencing":[82],"students'":[83,141,174],"motivation":[84,142,157],"identified":[86],"analysis":[88],"these":[90,94],"questionnaires.":[91],"Three":[92],"same":[98],"during":[104,159],"studies:":[105],"previous":[106,134],"personal":[107],"contact":[108],"IT,":[110,177],"reputation":[112],"field,":[116],"development":[118],"(including":[119],"self-development":[120],"field":[123],"development).":[124],"A":[125,147],"fourth":[126],"factor":[127,152],"desire":[131],"continue":[133],"was":[137,153],"found":[138,154],"influence":[140,156],"only":[143,158],"when":[144],"entering":[145],"university.":[146],"fifth,":[148],"i.e.,":[149],"learning":[150],"environment,":[151],"studies.":[160],"outcomes":[162],"are":[166],"developing":[169],"new":[170],"interventions":[171],"increase":[173],"interest":[175],"enrollment":[179],"studies,":[182],"retention.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":8}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}