{"id":"https://openalex.org/W7168564275","doi":"https://doi.org/10.1007/978-3-032-25187-9_14","title":"Exploring University Student Exit Interviews Through Natural Language Processing for Strategic Management Insights","display_name":"Exploring University Student Exit Interviews Through Natural Language Processing for Strategic Management Insights","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7168564275","doi":"https://doi.org/10.1007/978-3-032-25187-9_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-25187-9_14","doi":"https://doi.org/10.1007/978-3-032-25187-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-25187-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7168484419","display_name":"Machine and Computing Technologies for Sustainable Development"},"type":"conference-paper","is_traditional":true,"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/A5099030019","display_name":"Darrel Carda\u00f1a","orcid":"https://orcid.org/0009-0009-2501-5667","observed_orcids":["https://orcid.org/0009-0009-2501-5667"]},"institutions":[{"id":"https://openalex.org/I226788022","display_name":"Bohol Island State University","ror":"https://ror.org/00hnkz789","country_code":"PH","type":"education","lineage":["https://openalex.org/I226788022"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Darrel Cardana","raw_affiliation_strings":["College of Technology, Bohol Island State University, Bilar, Bohol, Philippines"],"raw_orcid":"https://orcid.org/0009-0009-2501-5667","affiliations":[{"raw_affiliation_string":"College of Technology, Bohol Island State University, Bilar, Bohol, Philippines","institution_ids":["https://openalex.org/I226788022"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118194227","display_name":"Weena Mae Ampo","orcid":"https://orcid.org/0000-0002-1526-0257","observed_orcids":["https://orcid.org/0000-0002-1526-0257"]},"institutions":[{"id":"https://openalex.org/I4405280458","display_name":"Bohol Island State University-Candijay Campus","ror":"https://ror.org/02ywapy73","country_code":"PH","type":"education","lineage":["https://openalex.org/I226788022","https://openalex.org/I4405280458"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Weena Mae Ampo","raw_affiliation_strings":["Student Publication, Bohol Island State University, Candijay, Bohol, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Student Publication, Bohol Island State University, Candijay, Bohol, Philippines","institution_ids":["https://openalex.org/I4405280458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119916136","display_name":"Ma. Charlotte Cabacog","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405280458","display_name":"Bohol Island State University-Candijay Campus","ror":"https://ror.org/02ywapy73","country_code":"PH","type":"education","lineage":["https://openalex.org/I226788022","https://openalex.org/I4405280458"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ma. Charlotte Cabacog","raw_affiliation_strings":["Guidance Office, Bohol Island State University, Candijay, Bohol, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guidance Office, Bohol Island State University, Candijay, Bohol, Philippines","institution_ids":["https://openalex.org/I4405280458"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077339557","display_name":"Daniel D. Dasig","orcid":"https://orcid.org/0000-0001-5361-0679","observed_orcids":["https://orcid.org/0000-0001-5361-0679"]},"institutions":[{"id":"https://openalex.org/I4405280458","display_name":"Bohol Island State University-Candijay Campus","ror":"https://ror.org/02ywapy73","country_code":"PH","type":"education","lineage":["https://openalex.org/I226788022","https://openalex.org/I4405280458"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Elsa Cadorna","raw_affiliation_strings":["Student Development Services, Bohol Island State University, Candijay, Bohol, Philippines"],"raw_orcid":"https://orcid.org/0000-0001-5361-0679","affiliations":[{"raw_affiliation_string":"Student Development Services, Bohol Island State University, Candijay, Bohol, Philippines","institution_ids":["https://openalex.org/I4405280458"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5099030019"],"corresponding_institution_ids":["https://openalex.org/I226788022"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"140","last_page":"152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11779","display_name":"Higher Education and Employability","score":0.5386000275611877,"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/T11779","display_name":"Higher Education and Employability","score":0.5386000275611877,"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":0.2992999851703644,"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/T10267","display_name":"Higher Education Research Studies","score":0.039400000125169754,"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-experience","display_name":"student experience","score":0.7490000128746033},{"id":"https://openalex.org/keywords/quality-in-higher-education","display_name":"higher education quality","score":0.7229999899864197},{"id":"https://openalex.org/keywords/undergraduate-students","display_name":"undergraduate students","score":0.5180000066757202},{"id":"https://openalex.org/keywords/career-preparation","display_name":"career preparation","score":0.5989999771118164},{"id":"https://openalex.org/keywords/interactive-learning","display_name":"interactive learning","score":0.7319999933242798},{"id":"https://openalex.org/keywords/institutional-improvement","display_name":"institutional improvement","score":0.9150000214576721},{"id":"https://openalex.org/keywords/state-colleges-and-universities","display_name":"state universities and colleges","score":0.6589999794960022},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"latent Dirichlet allocation","score":0.7440000176429749},{"id":"https://openalex.org/keywords/word-cloud-analysis","display_name":"word cloud analysis","score":0.6309999823570251},{"id":"https://openalex.org/keywords/student-centered-learning","display_name":"student-centered learning","score":0.45100000500679016}],"concepts":[{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.708899974822998},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.516700029373169},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4778999984264374},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.45989999175071716},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.45910000801086426},{"id":"https://openalex.org/C33566652","wikidata":"https://www.wikidata.org/wiki/Q1065927","display_name":"Theme (computing)","level":2,"score":0.428600013256073},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.42320001125335693},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.3723999857902527},{"id":"https://openalex.org/C48243021","wikidata":"https://www.wikidata.org/wiki/Q932522","display_name":"Strategic planning","level":2,"score":0.3693999946117401},{"id":"https://openalex.org/C80245801","wikidata":"https://www.wikidata.org/wiki/Q1477475","display_name":"Semi-structured interview","level":3,"score":0.3671000003814697},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.34380000829696655},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.3375000059604645},{"id":"https://openalex.org/C2777161012","wikidata":"https://www.wikidata.org/wiki/Q6041211","display_name":"Institutional research","level":3,"score":0.32600000500679016},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C156393514","wikidata":"https://www.wikidata.org/wiki/Q6934800","display_name":"Multimethodology","level":2,"score":0.3124000132083893},{"id":"https://openalex.org/C2779011557","wikidata":"https://www.wikidata.org/wiki/Q16911265","display_name":"Curriculum development","level":3,"score":0.30720001459121704},{"id":"https://openalex.org/C104182661","wikidata":"https://www.wikidata.org/wiki/Q1899632","display_name":"Study skills","level":2,"score":0.3059999942779541},{"id":"https://openalex.org/C166235249","wikidata":"https://www.wikidata.org/wiki/Q355217","display_name":"Time management","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3025999963283539},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2867000102996826},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.28600001335144043},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.28529998660087585},{"id":"https://openalex.org/C2779508350","wikidata":"https://www.wikidata.org/wiki/Q6041185","display_name":"Institutional analysis","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C26983874","wikidata":"https://www.wikidata.org/wiki/Q263864","display_name":"Tag cloud","level":3,"score":0.26840001344680786},{"id":"https://openalex.org/C84389358","wikidata":"https://www.wikidata.org/wiki/Q1129466","display_name":"Discourse analysis","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.26350000500679016},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2612000107765198},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-25187-9_14","doi":"https://doi.org/10.1007/978-3-032-25187-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-25187-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.9901999831199646}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2051066904","https://openalex.org/W2329431965","https://openalex.org/W2469453014","https://openalex.org/W2613255073","https://openalex.org/W2795335119","https://openalex.org/W2944796452","https://openalex.org/W2962686197","https://openalex.org/W2963155126","https://openalex.org/W2966904595","https://openalex.org/W3008771087","https://openalex.org/W3010902434","https://openalex.org/W3028548244","https://openalex.org/W3035038420","https://openalex.org/W3104896666","https://openalex.org/W3209865992","https://openalex.org/W4289602094","https://openalex.org/W4293739093","https://openalex.org/W4381417247","https://openalex.org/W4385665780","https://openalex.org/W4385714626","https://openalex.org/W4391856001"],"related_works":["https://openalex.org/W2539606006","https://openalex.org/W7205002644","https://openalex.org/W4364322031","https://openalex.org/W4200431764","https://openalex.org/W7047219515","https://openalex.org/W2295825488","https://openalex.org/W1595104428","https://openalex.org/W7136077917","https://openalex.org/W1985742621","https://openalex.org/W3216492083"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-07-17T00:00:00"}
