{"id":"https://openalex.org/W4411801875","doi":"https://doi.org/10.3390/systems13070518","title":"Framing and Evaluating Task-Centered Generative Artificial Intelligence Literacy for Higher Education Students","display_name":"Framing and Evaluating Task-Centered Generative Artificial Intelligence Literacy for Higher Education Students","publication_year":2025,"publication_date":"2025-06-27","ids":{"openalex":"https://openalex.org/W4411801875","doi":"https://doi.org/10.3390/systems13070518"},"language":"en","primary_location":{"id":"doi:10.3390/systems13070518","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13070518","pdf_url":"https://www.mdpi.com/2079-8954/13/7/518/pdf?version=1751018044","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/13/7/518/pdf?version=1751018044","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069259488","display_name":"Arnon Hershkovitz","orcid":"https://orcid.org/0000-0003-1568-2238"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Arnon Hershkovitz","raw_affiliation_strings":["Department of Mathematics, Science, and Technology Education, Tel Aviv University, Tel-Aviv 6997801, Israel"],"raw_orcid":"https://orcid.org/0000-0003-1568-2238","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Science, and Technology Education, Tel Aviv University, Tel-Aviv 6997801, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088290759","display_name":"Michal Tabach","orcid":"https://orcid.org/0000-0003-2869-3032"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Michal Tabach","raw_affiliation_strings":["Department of Mathematics, Science, and Technology Education, Tel Aviv University, Tel-Aviv 6997801, Israel"],"raw_orcid":"https://orcid.org/0000-0003-2869-3032","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Science, and Technology Education, Tel Aviv University, Tel-Aviv 6997801, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054436767","display_name":"Yoram Reich","orcid":"https://orcid.org/0000-0002-0922-8381"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yoram Reich","raw_affiliation_strings":["School of Mechanical Engineering, Tel Aviv University, Tel-Aviv 6997801, Israel"],"raw_orcid":"https://orcid.org/0000-0002-0922-8381","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tel Aviv University, Tel-Aviv 6997801, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009557352","display_name":"Lilach Lurie","orcid":"https://orcid.org/0000-0002-4562-8470"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Lilach Lurie","raw_affiliation_strings":["Department of Labor Studies, Tel Aviv University, Tel-Aviv 6997801, Israel"],"raw_orcid":"https://orcid.org/0000-0002-4562-8470","affiliations":[{"raw_affiliation_string":"Department of Labor Studies, Tel Aviv University, Tel-Aviv 6997801, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004408718","display_name":"Tamar Cholcman","orcid":"https://orcid.org/0000-0002-1861-3206"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Tamar Cholcman","raw_affiliation_strings":["Department of Art History, Tel Aviv University, Tel-Aviv 6997801, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Art History, Tel Aviv University, Tel-Aviv 6997801, Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069259488"],"corresponding_institution_ids":["https://openalex.org/I16391192"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":7.7799,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.97218088,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"13","issue":"7","first_page":"518","last_page":"518"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9553999900817871,"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/T13482","display_name":"Engineering Education and Technology","score":0.9370999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/framing","display_name":"Framing (construction)","score":0.8208315968513489},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6532424688339233},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.5367907285690308},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.49724653363227844},{"id":"https://openalex.org/keywords/scientific-literacy","display_name":"Scientific literacy","score":0.44563886523246765},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.436772882938385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41806384921073914},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4119531810283661},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.30523622035980225},{"id":"https://openalex.org/keywords/science-education","display_name":"Science education","score":0.2461455762386322},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1736794412136078}],"concepts":[{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.8208315968513489},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6532424688339233},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.5367907285690308},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.49724653363227844},{"id":"https://openalex.org/C77379859","wikidata":"https://www.wikidata.org/wiki/Q2064596","display_name":"Scientific literacy","level":3,"score":0.44563886523246765},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.436772882938385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41806384921073914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4119531810283661},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.30523622035980225},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.2461455762386322},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1736794412136078},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13070518","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13070518","pdf_url":"https://www.mdpi.com/2079-8954/13/7/518/pdf?version=1751018044","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9b088b8f25074d9f8baec83355364550","is_oa":true,"landing_page_url":"https://doaj.org/article/9b088b8f25074d9f8baec83355364550","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 13, Iss 7, p 518 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13070518","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13070518","pdf_url":"https://www.mdpi.com/2079-8954/13/7/518/pdf?version=1751018044","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411801875.pdf","grobid_xml":"https://content.openalex.org/works/W4411801875.grobid-xml"},"referenced_works_count":109,"referenced_works":["https://openalex.org/W244452145","https://openalex.org/W354493725","https://openalex.org/W1560056355","https://openalex.org/W1566615825","https://openalex.org/W1572181773","https://openalex.org/W1580749063","https://openalex.org/W1976847349","https://openalex.org/W1998808780","https://openalex.org/W2021748712","https://openalex.org/W2074283335","https://openalex.org/W2116666270","https://openalex.org/W2117766479","https://openalex.org/W2139029371","https://openalex.org/W2157392583","https://openalex.org/W2162821268","https://openalex.org/W2595541748","https://openalex.org/W2597900308","https://openalex.org/W2795760462","https://openalex.org/W2801832516","https://openalex.org/W2809409972","https://openalex.org/W2890501099","https://openalex.org/W2914940847","https://openalex.org/W2963849010","https://openalex.org/W2995100142","https://openalex.org/W3005886336","https://openalex.org/W3009034942","https://openalex.org/W3017131514","https://openalex.org/W3113283830","https://openalex.org/W3146496344","https://openalex.org/W3170109770","https://openalex.org/W3189296714","https://openalex.org/W4210930620","https://openalex.org/W4225405185","https://openalex.org/W4244762921","https://openalex.org/W4280506912","https://openalex.org/W4280549083","https://openalex.org/W4281912517","https://openalex.org/W4301367111","https://openalex.org/W4312116075","https://openalex.org/W4327597860","https://openalex.org/W4375862891","https://openalex.org/W4380479516","https://openalex.org/W4384464487","https://openalex.org/W4384662087","https://openalex.org/W4387736592","https://openalex.org/W4388834475","https://openalex.org/W4389393309","https://openalex.org/W4390278281","https://openalex.org/W4390282774","https://openalex.org/W4391359289","https://openalex.org/W4391405684","https://openalex.org/W4391519634","https://openalex.org/W4391765182","https://openalex.org/W4391942081","https://openalex.org/W4392595892","https://openalex.org/W4392732989","https://openalex.org/W4393154444","https://openalex.org/W4394911817","https://openalex.org/W4395483946","https://openalex.org/W4396707866","https://openalex.org/W4397029882","https://openalex.org/W4398185604","https://openalex.org/W4400117175","https://openalex.org/W4400344961","https://openalex.org/W4400512549","https://openalex.org/W4400723632","https://openalex.org/W4401173560","https://openalex.org/W4401288535","https://openalex.org/W4401803451","https://openalex.org/W4402006222","https://openalex.org/W4402601985","https://openalex.org/W4402882689","https://openalex.org/W4403063826","https://openalex.org/W4403102581","https://openalex.org/W4403391060","https://openalex.org/W4403424278","https://openalex.org/W4403935384","https://openalex.org/W4404048213","https://openalex.org/W4404186681","https://openalex.org/W4404251002","https://openalex.org/W4404826297","https://openalex.org/W4404858203","https://openalex.org/W4405857140","https://openalex.org/W4405941286","https://openalex.org/W4406246343","https://openalex.org/W4406803762","https://openalex.org/W4406881182","https://openalex.org/W4407498832","https://openalex.org/W4407906763","https://openalex.org/W4408422973","https://openalex.org/W4408544132","https://openalex.org/W4409057962","https://openalex.org/W4409228621","https://openalex.org/W4409328807","https://openalex.org/W4409573544","https://openalex.org/W4409755024","https://openalex.org/W4410129808","https://openalex.org/W4410193521","https://openalex.org/W4411146374","https://openalex.org/W6600858572","https://openalex.org/W6633871290","https://openalex.org/W6655899546","https://openalex.org/W6750942669","https://openalex.org/W6766526948","https://openalex.org/W6771655952","https://openalex.org/W6869966340","https://openalex.org/W6876075984","https://openalex.org/W6880067730","https://openalex.org/W7017454166"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W1496503799","https://openalex.org/W2185686261","https://openalex.org/W2018486992","https://openalex.org/W2966223702","https://openalex.org/W2055120549","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W2164023000","https://openalex.org/W2365307437"],"abstract_inverted_index":{"The":[0,43,116],"rise":[1],"in":[2,41],"generative":[3,22],"artificial":[4,23],"intelligence":[5,24],"(GenAI)":[6],"demands":[7],"new":[8],"forms":[9],"of":[10,56,99],"literacy":[11,25,71,87],"among":[12],"higher":[13,130],"education":[14,131],"students.":[15,75],"This":[16],"paper":[17],"introduces":[18],"a":[19,37,65],"novel":[20],"task-centered":[21],"framework,":[26,62],"which":[27,48],"was":[28],"developed":[29,64],"collaboratively":[30],"with":[31,89],"academic":[32],"and":[33,72,85,95,123,133],"administrative":[34],"staff":[35],"at":[36],"large":[38],"research":[39],"university":[40],"Israel.":[42],"framework":[44],"identifies":[45],"eight":[46],"skills":[47],"are":[49],"informed":[50],"by":[51,92],"the":[52,78],"six":[53],"cognitive":[54],"domains":[55],"Bloom\u2019s":[57],"Taxonomy.":[58],"Based":[59],"on":[60],"this":[61],"we":[63],"measuring":[66],"tool":[67],"for":[68,111,121],"students\u2019":[69],"GenAI":[70,83,103,128],"surveyed":[73],"1667":[74],"Findings":[76],"from":[77],"empirical":[79],"phase":[80],"show":[81],"moderate":[82],"use":[84],"medium\u2013high":[86],"levels,":[88],"significant":[90],"variations":[91],"gender,":[93],"discipline,":[94],"age.":[96],"Notably,":[97],"82%":[98],"students":[100],"support":[101],"formal":[102],"instruction,":[104],"favoring":[105],"integration":[106],"within":[107],"curricula":[108],"to":[109,126],"prepare":[110],"broader":[112],"digital":[113],"society":[114],"participation.":[115],"study":[117],"offers":[118],"actionable":[119],"insights":[120],"educators":[122],"policymakers":[124],"aiming":[125],"integrate":[127],"into":[129],"responsibly":[132],"effectively.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-26T13:28:51.108037","created_date":"2025-10-10T00:00:00"}