{"id":"https://openalex.org/W4389948530","doi":"https://doi.org/10.1007/s41870-023-01655-3","title":"Using machine learning algorithms to examine the impact of technostress creators on student learning burnout and perceived academic performance","display_name":"Using machine learning algorithms to examine the impact of technostress creators on student learning burnout and perceived academic performance","publication_year":2023,"publication_date":"2023-12-19","ids":{"openalex":"https://openalex.org/W4389948530","doi":"https://doi.org/10.1007/s41870-023-01655-3"},"language":"en","primary_location":{"id":"doi:10.1007/s41870-023-01655-3","doi":"https://doi.org/10.1007/s41870-023-01655-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41870-023-01655-3","pdf_url":null,"source":{"id":"https://openalex.org/S4210223273","display_name":"International Journal of Information Technology","issn_l":"2511-2104","issn":["2511-2104","2511-2112"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4389948530"],"child_works_count":0,"type":"article","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/A5015553254","display_name":"Noble Arden Kuadey","orcid":"https://orcid.org/0000-0001-5346-8553","observed_orcids":["https://orcid.org/0000-0001-5346-8553"]},"institutions":[{"id":"https://openalex.org/I2803198","display_name":"Ho Technical University","ror":"https://ror.org/00j7bab93","country_code":"GH","type":"education","lineage":["https://openalex.org/I2803198"]}],"countries":["GH"],"is_corresponding":true,"raw_author_name":"Noble Arden Kuadey","raw_affiliation_strings":["Department of Computer Science, Ho Technical University, P. O. Box HP 217, Ho, Ghana"],"raw_orcid":"https://orcid.org/0000-0001-5346-8553","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ho Technical University, P. O. Box HP 217, Ho, Ghana","institution_ids":["https://openalex.org/I2803198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067604477","display_name":"Carlos Ankora","orcid":"https://orcid.org/0000-0003-4122-6164","observed_orcids":["https://orcid.org/0000-0003-4122-6164"]},"institutions":[{"id":"https://openalex.org/I2803198","display_name":"Ho Technical University","ror":"https://ror.org/00j7bab93","country_code":"GH","type":"education","lineage":["https://openalex.org/I2803198"]}],"countries":["GH"],"is_corresponding":false,"raw_author_name":"Carlos Ankora","raw_affiliation_strings":["Department of Computer Science, Ho Technical University, P. O. Box HP 217, Ho, Ghana"],"raw_orcid":"https://orcid.org/0000-0003-4122-6164","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ho Technical University, P. O. Box HP 217, Ho, Ghana","institution_ids":["https://openalex.org/I2803198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058703792","display_name":"Fati Tahiru","orcid":"https://orcid.org/0000-0003-0874-0428","observed_orcids":["https://orcid.org/0000-0003-0874-0428"]},"institutions":[{"id":"https://openalex.org/I2803198","display_name":"Ho Technical University","ror":"https://ror.org/00j7bab93","country_code":"GH","type":"education","lineage":["https://openalex.org/I2803198"]}],"countries":["GH"],"is_corresponding":false,"raw_author_name":"Fati Tahiru","raw_affiliation_strings":["Department of Computer Science, Ho Technical University, P. O. Box HP 217, Ho, Ghana"],"raw_orcid":"https://orcid.org/0000-0003-0874-0428","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ho Technical University, P. O. Box HP 217, Ho, Ghana","institution_ids":["https://openalex.org/I2803198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087011521","display_name":"Lily Bensah","orcid":"https://orcid.org/0000-0003-3761-9555","observed_orcids":["https://orcid.org/0000-0003-3761-9555"]},"institutions":[{"id":"https://openalex.org/I2803198","display_name":"Ho Technical University","ror":"https://ror.org/00j7bab93","country_code":"GH","type":"education","lineage":["https://openalex.org/I2803198"]}],"countries":["GH"],"is_corresponding":false,"raw_author_name":"Lily Bensah","raw_affiliation_strings":["Department of Computer Science, Ho Technical University, P. O. Box HP 217, Ho, Ghana"],"raw_orcid":"https://orcid.org/0000-0003-3761-9555","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ho Technical University, P. O. Box HP 217, Ho, Ghana","institution_ids":["https://openalex.org/I2803198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046597434","display_name":"Collinson Colin M. Agbesi","orcid":"https://orcid.org/0009-0009-3486-4740","observed_orcids":["https://orcid.org/0009-0009-3486-4740"]},"institutions":[{"id":"https://openalex.org/I4210151633","display_name":"Koforidua Technical University","ror":"https://ror.org/05vexvt14","country_code":"GH","type":"education","lineage":["https://openalex.org/I4210151633"]}],"countries":["GH"],"is_corresponding":false,"raw_author_name":"Collinson Colin M. Agbesi","raw_affiliation_strings":["Department of Computer Science, Koforidua Technical University, Koforidua, Ghana"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Koforidua Technical University, Koforidua, Ghana","institution_ids":["https://openalex.org/I4210151633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092592574","display_name":"Stephen Oladagba Bolatimi","orcid":"https://orcid.org/0000-0002-2957-4855","observed_orcids":["https://orcid.org/0000-0002-2957-4855"]},"institutions":[{"id":"https://openalex.org/I4210151633","display_name":"Koforidua Technical University","ror":"https://ror.org/05vexvt14","country_code":"GH","type":"education","lineage":["https://openalex.org/I4210151633"]}],"countries":["GH"],"is_corresponding":false,"raw_author_name":"Stephen Oladagba Bolatimi","raw_affiliation_strings":["Department of Computer Science, Koforidua Technical University, Koforidua, Ghana"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Koforidua Technical University, Koforidua, Ghana","institution_ids":["https://openalex.org/I4210151633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015553254"],"corresponding_institution_ids":["https://openalex.org/I2803198"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":11.4355,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.99160088,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"16","issue":"4","first_page":"2467","last_page":"2482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13585","display_name":"Technostress in Professional Settings","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13585","display_name":"Technostress in Professional Settings","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12704","display_name":"Stress and Burnout Research","score":0.026200000196695328,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14085","display_name":"Student Stress and Coping","score":0.004399999976158142,"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/technostress","display_name":"technostress","score":0.9049999713897705},{"id":"https://openalex.org/keywords/learning-burnout","display_name":"learning burnout","score":0.9580000042915344},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"academic performance","score":0.7990000247955322},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.7440000176429749},{"id":"https://openalex.org/keywords/techno-overload","display_name":"techno-overload","score":0.9779999852180481},{"id":"https://openalex.org/keywords/technological-uncertainty","display_name":"technological uncertainty","score":0.996999979019165},{"id":"https://openalex.org/keywords/techno-invasion","display_name":"techno-invasion","score":0.9869999885559082},{"id":"https://openalex.org/keywords/technological-complexity","display_name":"technological complexity","score":0.9990000128746033},{"id":"https://openalex.org/keywords/techno-insecurity","display_name":"techno-insecurity","score":0.9980000257492065},{"id":"https://openalex.org/keywords/student-stress-management","display_name":"student stress management","score":0.5929999947547913}],"concepts":[{"id":"https://openalex.org/C2778399959","wikidata":"https://www.wikidata.org/wiki/Q586162","display_name":"Technostress","level":2,"score":0.8487098217010498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8054400682449341},{"id":"https://openalex.org/C143916079","wikidata":"https://www.wikidata.org/wiki/Q2629248","display_name":"Burnout","level":2,"score":0.7091798782348633},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43250223994255066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4223887622356415},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.379446417093277},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3243524432182312},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18756696581840515},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41870-023-01655-3","doi":"https://doi.org/10.1007/s41870-023-01655-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41870-023-01655-3","pdf_url":null,"source":{"id":"https://openalex.org/S4210223273","display_name":"International Journal of Information Technology","issn_l":"2511-2104","issn":["2511-2104","2511-2112"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8278999924659729,"display_name":"Quality education"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1660559916","https://openalex.org/W1980959556","https://openalex.org/W1998420020","https://openalex.org/W2023263263","https://openalex.org/W2102409484","https://openalex.org/W2109528448","https://openalex.org/W2133990480","https://openalex.org/W2160948541","https://openalex.org/W2420457662","https://openalex.org/W2485765835","https://openalex.org/W2579832268","https://openalex.org/W2799316382","https://openalex.org/W2803040905","https://openalex.org/W2807830716","https://openalex.org/W2889818979","https://openalex.org/W2891733697","https://openalex.org/W2917430955","https://openalex.org/W2938441647","https://openalex.org/W2944772677","https://openalex.org/W2947882252","https://openalex.org/W2949589484","https://openalex.org/W2953515507","https://openalex.org/W2990279919","https://openalex.org/W2995576379","https://openalex.org/W3015797366","https://openalex.org/W3019559272","https://openalex.org/W3037077420","https://openalex.org/W3037441638","https://openalex.org/W3041875170","https://openalex.org/W3086138995","https://openalex.org/W3086246042","https://openalex.org/W3118424533","https://openalex.org/W3131678976","https://openalex.org/W3135792073","https://openalex.org/W3146155000","https://openalex.org/W3165139658","https://openalex.org/W3179704786","https://openalex.org/W3197628829","https://openalex.org/W3207860771","https://openalex.org/W3216794303","https://openalex.org/W4223531902","https://openalex.org/W4229018159","https://openalex.org/W4281782215","https://openalex.org/W4289354698","https://openalex.org/W4290068938","https://openalex.org/W4319787347","https://openalex.org/W4323287471","https://openalex.org/W4327859778","https://openalex.org/W4375855333","https://openalex.org/W4381512104"],"related_works":["https://openalex.org/W7162018447","https://openalex.org/W4401077513","https://openalex.org/W2990279919","https://openalex.org/W3216794303","https://openalex.org/W4385790732","https://openalex.org/W4399021058","https://openalex.org/W4205409618","https://openalex.org/W7161163177","https://openalex.org/W4417507036","https://openalex.org/W3174909303"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":20},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":22}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-12-20T00:00:00"}