{"id":"https://openalex.org/W7225826305","doi":"https://doi.org/10.1007/s44217-026-02416-7","title":"Generative artificial intelligence use among lecturers in a resource-constrained higher education institution in Somaliland","display_name":"Generative artificial intelligence use among lecturers in a resource-constrained higher education institution in Somaliland","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225826305","doi":"https://doi.org/10.1007/s44217-026-02416-7"},"language":"en","primary_location":{"id":"doi:10.1007/s44217-026-02416-7","doi":"https://doi.org/10.1007/s44217-026-02416-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44217-026-02416-7","pdf_url":null,"source":{"id":"https://openalex.org/S4387280196","display_name":"Discover Education","issn_l":"2731-5525","issn":["2731-5525"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Education","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1007/s44217-026-02416-7","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071354045","display_name":"Kahsay Hailu Negash","orcid":"https://orcid.org/0000-0001-8434-0974","observed_orcids":["https://orcid.org/0000-0001-8434-0974"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kahsay Hailu Negash","raw_affiliation_strings":["Research and Community Service Office, Adal Medical University, Borama, Somaliland, Somalia"],"raw_orcid":"https://orcid.org/0000-0001-8434-0974","affiliations":[{"raw_affiliation_string":"Research and Community Service Office, Adal Medical University, Borama, Somaliland, Somalia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5071354045"],"corresponding_institution_ids":[],"apc_list":{"value":1390,"currency":"USD","value_usd":1390},"apc_paid":{"value":1390,"currency":"USD","value_usd":1390},"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":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9990000128746033,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.9990000128746033,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.7451000213623047},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.7300000190734863},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5867999792098999},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.46619999408721924},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.40689998865127563},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3774000108242035},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3718999922275543},{"id":"https://openalex.org/C31196326","wikidata":"https://www.wikidata.org/wiki/Q7257916","display_name":"Public institution","level":2,"score":0.3716000020503998},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.352400004863739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34470000863075256},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.33640000224113464},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33629998564720154},{"id":"https://openalex.org/C80245801","wikidata":"https://www.wikidata.org/wiki/Q1477475","display_name":"Semi-structured interview","level":3,"score":0.30079999566078186},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3000999987125397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2971999943256378},{"id":"https://openalex.org/C2991670904","wikidata":"https://www.wikidata.org/wiki/Q875538","display_name":"Public university","level":2,"score":0.25679999589920044}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s44217-026-02416-7","doi":"https://doi.org/10.1007/s44217-026-02416-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44217-026-02416-7","pdf_url":null,"source":{"id":"https://openalex.org/S4387280196","display_name":"Discover Education","issn_l":"2731-5525","issn":["2731-5525"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s44217-026-02416-7","doi":"https://doi.org/10.1007/s44217-026-02416-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44217-026-02416-7","pdf_url":null,"source":{"id":"https://openalex.org/S4387280196","display_name":"Discover Education","issn_l":"2731-5525","issn":["2731-5525"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Education","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W1499368215","https://openalex.org/W1979290264","https://openalex.org/W2123184471","https://openalex.org/W2770717476","https://openalex.org/W2894468641","https://openalex.org/W2939970150","https://openalex.org/W2940652435","https://openalex.org/W2997314255","https://openalex.org/W3040076314","https://openalex.org/W3147517805","https://openalex.org/W3163595225","https://openalex.org/W3209389429","https://openalex.org/W3214839373","https://openalex.org/W4224225321","https://openalex.org/W4293731327","https://openalex.org/W4317933953","https://openalex.org/W4321499901","https://openalex.org/W4321504196","https://openalex.org/W4321605350","https://openalex.org/W4322617812","https://openalex.org/W4323536358","https://openalex.org/W4327918021","https://openalex.org/W4360980141","https://openalex.org/W4362581834","https://openalex.org/W4367159404","https://openalex.org/W4383312437","https://openalex.org/W4385223296","https://openalex.org/W4385584331","https://openalex.org/W4386069852","https://openalex.org/W4386098991","https://openalex.org/W4386227848","https://openalex.org/W4386227965","https://openalex.org/W4386729081","https://openalex.org/W4386864542","https://openalex.org/W4390665705","https://openalex.org/W4391095239","https://openalex.org/W4391556690","https://openalex.org/W4392394652","https://openalex.org/W4396685186","https://openalex.org/W4399332765","https://openalex.org/W4399431917","https://openalex.org/W4399676574","https://openalex.org/W4401209860","https://openalex.org/W4401554316","https://openalex.org/W4401976865","https://openalex.org/W4402128637","https://openalex.org/W4402186391","https://openalex.org/W4403682264","https://openalex.org/W4404046812","https://openalex.org/W4405106310","https://openalex.org/W4405366153","https://openalex.org/W4406773431","https://openalex.org/W4408095850","https://openalex.org/W4408718435","https://openalex.org/W4408886134","https://openalex.org/W4409328807","https://openalex.org/W4409431727","https://openalex.org/W4409586947","https://openalex.org/W4410112873","https://openalex.org/W4410643835","https://openalex.org/W4410889402","https://openalex.org/W4413190322","https://openalex.org/W4414610626","https://openalex.org/W4414644854","https://openalex.org/W4414843802","https://openalex.org/W4415360361","https://openalex.org/W4415524962","https://openalex.org/W4415880680","https://openalex.org/W4417079707","https://openalex.org/W6893200971","https://openalex.org/W7090486800","https://openalex.org/W7167090253"],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1,40],"(AI)":[2],"is":[3,17,22,208],"transforming":[4],"higher":[5,29,47,213],"education,":[6],"and":[7,57,91,104,127,150,163,179,185,235],"the":[8,35,61,105,114,138,173,186,220,226],"number":[9],"of":[10,37,94,141,175,182,188,198,205],"lecturers":[11,43,79,154],"using":[12,60,134],"it":[13,216],"in":[14,27,50,195,210],"their":[15,54,88],"work":[16,89],"increasing":[18],"globally.":[19],"However,":[20],"less":[21],"known":[23],"about":[24],"this":[25,73],"issue":[26],"Somaliland":[28,51],"education.":[30],"This":[31],"study":[32,201],"therefore":[33],"investigates":[34],"use":[36,93,112,197],"generative":[38],"artificial":[39],"(GenAI)":[41],"among":[42],"at":[44,113],"a":[45,169,211],"resource-constrained":[46,212],"education":[48,214],"institution":[49,115],"by":[52],"examining":[53],"motivations,":[55],"challenges,":[56],"ethical":[58,125],"concerns,":[59],"Technological":[62],"Pedagogical":[63],"Content":[64],"Knowledge":[65],"(TPACK)":[66],"framework":[67],"as":[68,122,193],"an":[69],"interpretive":[70],"lens.":[71],"In":[72],"qualitative":[74],"single":[75],"case":[76],"study,":[77],"14":[78],"were":[80,83,107,191],"interviewed.":[81],"They":[82],"purposively":[84],"selected":[85],"based":[86],"on":[87],"experience":[90],"direct":[92],"GenAI.":[95,199],"A":[96],"semi-structured":[97],"interview":[98],"was":[99,116],"used":[100,155],"to":[101,146],"collect":[102],"data,":[103],"data":[106],"analyzed":[108],"thematically.":[109],"Lecturers\u2019":[110],"GenAI":[111,135,156],"associated":[117],"with":[118],"contextual":[119],"factors":[120],"such":[121],"institutional":[123],"support,":[124],"awareness,":[126],"language":[128],"accessibility.":[129],"The":[130,153,166,200,222],"lecturers\u2019":[131,196],"motivations":[132],"for":[133,159,168,239],"tools":[136,157],"included":[137],"tools\u2019":[139],"ease":[140],"use,":[142],"time":[143],"efficiency,":[144],"ability":[145],"simplify":[147],"complex":[148],"concepts,":[149],"accessible":[151],"language.":[152],"primarily":[158],"teaching,":[160],"assessment,":[161],"research,":[162],"capacity":[164],"development.":[165],"requirement":[167],"paid":[170],"monthly":[171],"subscription,":[172],"generation":[174],"misleading":[176],"content,":[177],"limited":[178],"uneven":[180],"knowledge":[181],"AI":[183,189,231,237],"ethics,":[184],"absence":[187],"policies":[190],"identified":[192],"challenges":[194],"extends":[202],"empirical":[203],"understanding":[204],"how":[206],"TPACK":[207],"enacted":[209],"context;":[215],"does":[217],"not":[218],"modify":[219],"framework.":[221],"findings":[223],"suggest":[224],"that":[225],"university":[227],"may":[228],"consider":[229],"drafting":[230],"policies,":[232],"allocating":[233],"resources,":[234],"providing":[236],"training":[238],"its":[240],"lecturers.":[241]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}