{"id":"https://openalex.org/W4414984839","doi":"https://doi.org/10.1007/s44163-025-00526-z","title":"Exploring perceptions of Indian graduates on the effectiveness of artificial intelligence in higher education campus hiring","display_name":"Exploring perceptions of Indian graduates on the effectiveness of artificial intelligence in higher education campus hiring","publication_year":2025,"publication_date":"2025-10-09","ids":{"openalex":"https://openalex.org/W4414984839","doi":"https://doi.org/10.1007/s44163-025-00526-z"},"language":"en","primary_location":{"id":"doi:10.1007/s44163-025-00526-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00526-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00526-z.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"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 Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00526-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092203898","display_name":"Aaradhana Rukadikar","orcid":"https://orcid.org/0000-0002-8408-5632"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Aaradhana Rukadikar","raw_affiliation_strings":["Symbiosis Law School, Symbiosis International (Deemed University), Pune, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Law School, Symbiosis International (Deemed University), Pune, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055697821","display_name":"Komal Khandelwal","orcid":"https://orcid.org/0000-0003-4686-5563"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Komal Khandelwal","raw_affiliation_strings":["Symbiosis Law School, Symbiosis International (Deemed University), Pune, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Law School, Symbiosis International (Deemed University), Pune, India","institution_ids":["https://openalex.org/I244572783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5092203898"],"corresponding_institution_ids":["https://openalex.org/I244572783"],"apc_list":{"value":990,"currency":"EUR","value_usd":1067},"apc_paid":{"value":990,"currency":"EUR","value_usd":1067},"fwci":5.3822,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95891308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"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/T13812","display_name":"AI and HR Technologies","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9750000238418579,"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/T12128","display_name":"AI in Service Interactions","score":0.9656000137329102,"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":[{"id":"https://openalex.org/keywords/mediation","display_name":"Mediation","score":0.741100013256073},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5658000111579895},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.535099983215332},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"Technology acceptance model","score":0.5102999806404114},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.43720000982284546},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.37630000710487366},{"id":"https://openalex.org/keywords/survey-data-collection","display_name":"Survey data collection","score":0.3720000088214874},{"id":"https://openalex.org/keywords/survey-research","display_name":"Survey research","score":0.32440000772476196}],"concepts":[{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.741100013256073},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5993000268936157},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5658000111579895},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.535099983215332},{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.5102999806404114},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.43720000982284546},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4327999949455261},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.3720000088214874},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.35100001096725464},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3402999937534332},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.33730000257492065},{"id":"https://openalex.org/C173481278","wikidata":"https://www.wikidata.org/wiki/Q7257997","display_name":"Survey research","level":2,"score":0.32440000772476196},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3066999912261963},{"id":"https://openalex.org/C156393514","wikidata":"https://www.wikidata.org/wiki/Q6934800","display_name":"Multimethodology","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C105776082","wikidata":"https://www.wikidata.org/wiki/Q617473","display_name":"Likert scale","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C110131835","wikidata":"https://www.wikidata.org/wiki/Q1153659","display_name":"Self-efficacy","level":2,"score":0.2930999994277954},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.28600001335144043},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C2776431611","wikidata":"https://www.wikidata.org/wiki/Q4116870","display_name":"Civic engagement","level":3,"score":0.2721000015735626},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C65067816","wikidata":"https://www.wikidata.org/wiki/Q2295139","display_name":"Computer-assisted web interviewing","level":2,"score":0.26420000195503235}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44163-025-00526-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00526-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00526-z.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"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 Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8470f57044464e9a85d58fdd0b3f535f","is_oa":true,"landing_page_url":"https://doaj.org/article/8470f57044464e9a85d58fdd0b3f535f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Discover Artificial Intelligence, Vol 5, Iss 1, Pp 1-19 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44163-025-00526-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00526-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00526-z.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"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 Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414984839.pdf","grobid_xml":"https://content.openalex.org/works/W4414984839.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1582353280","https://openalex.org/W1589098684","https://openalex.org/W1603746823","https://openalex.org/W1791587663","https://openalex.org/W1875759899","https://openalex.org/W1898214850","https://openalex.org/W2046955632","https://openalex.org/W2100379340","https://openalex.org/W2135294028","https://openalex.org/W2148097819","https://openalex.org/W2155828420","https://openalex.org/W2168569455","https://openalex.org/W2469556123","https://openalex.org/W2729551988","https://openalex.org/W2738571756","https://openalex.org/W2785665207","https://openalex.org/W2889449516","https://openalex.org/W2905604475","https://openalex.org/W2963849010","https://openalex.org/W2971171488","https://openalex.org/W2981218172","https://openalex.org/W3014502523","https://openalex.org/W3044626664","https://openalex.org/W3085789143","https://openalex.org/W3107315840","https://openalex.org/W3110850177","https://openalex.org/W3116106880","https://openalex.org/W3135653013","https://openalex.org/W3160345858","https://openalex.org/W3164564970","https://openalex.org/W3172797665","https://openalex.org/W3203375957","https://openalex.org/W3217311892","https://openalex.org/W4210867863","https://openalex.org/W4220761540","https://openalex.org/W4221014470","https://openalex.org/W4243667233","https://openalex.org/W4280571733","https://openalex.org/W4283265754","https://openalex.org/W4297409490","https://openalex.org/W4299378182","https://openalex.org/W4300972495","https://openalex.org/W4308620783","https://openalex.org/W4311256944","https://openalex.org/W4311487064","https://openalex.org/W4311843323","https://openalex.org/W4315628734","https://openalex.org/W4316468117","https://openalex.org/W4321497525","https://openalex.org/W4323256155","https://openalex.org/W4324382725","https://openalex.org/W4366420000","https://openalex.org/W4380991649","https://openalex.org/W4381298229","https://openalex.org/W4381684347","https://openalex.org/W4389272119","https://openalex.org/W4392729811","https://openalex.org/W4394590365","https://openalex.org/W4394831387","https://openalex.org/W4400150704","https://openalex.org/W4401618624","https://openalex.org/W4401929560","https://openalex.org/W4402194361","https://openalex.org/W4402635761","https://openalex.org/W4403765418","https://openalex.org/W4404159086","https://openalex.org/W4407122749","https://openalex.org/W4407991597"],"related_works":[],"abstract_inverted_index":{"This":[0,221],"study":[1,18,71,158,222],"examines":[2],"graduates\u2019":[3,30,108,145,230],"perceptions":[4,146],"of":[5,51,76,147],"AI-powered":[6,35,113,153,233],"recruitment":[7,115,155,174,216,241,263],"tools,":[8,116,235],"focusing":[9],"on":[10,84,91,177],"factors":[11,28],"influencing":[12],"their":[13,88,150],"intention":[14,86,109,126,137],"and":[15,61,67,81,87,103,149,166,183,200,214,251,260],"engagement.":[16,130,220],"The":[17,55,70,97,131,157],"uses":[19],"TAM":[20],"as":[21],"a":[22,48,121,141],"theoretical":[23],"model":[24],"to":[25,32,110,138,186,196,218],"explore":[26],"which":[27],"impact":[29],"willingness":[31],"engage":[33,111,139],"with":[34,44,112,152,232],"campus":[36,114,154,173],"hiring":[37,205,234],"tools.":[38,156],"A":[39],"quantitative":[40],"approach":[41],"was":[42,57],"adopted,":[43],"data":[45,56],"collected":[46],"through":[47,65,94],"structured":[49],"survey":[50],"388":[52],"graduating":[53],"students.":[54],"analysed":[58],"using":[59],"SPSS,":[60],"hypotheses":[62],"were":[63],"tested":[64],"regression":[66],"mediation":[68,95,132],"analysis.":[69,96],"evaluates":[72],"the":[73,136,225,255],"direct":[74],"effects":[75,90],"trust,":[77,101,179],"usefulness,":[78,102,182],"AI":[79,104,148,167,171,193,208,252,262],"fairness,":[80],"technological":[82,118,198],"anxiety":[83,119,199],"engagement":[85,93,125,151,231],"indirect":[89],"actual":[92,129],"findings":[98],"indicate":[99],"that":[100,135],"fairness":[105,185],"positively":[106],"influence":[107],"whereas":[117],"has":[120],"negative":[122],"impact.":[123],"Additionally,":[124,207],"significantly":[127],"predicts":[128],"analysis":[133],"confirms":[134],"is":[140,223],"critical":[142],"link":[143],"between":[144],"provides":[159,244],"Valuable":[160],"insights":[161,246],"for":[162,203,247,257],"organisations,":[163],"educational":[164],"institutions,":[165],"developers.":[168],"Employers":[169],"integrating":[170],"into":[172,229],"should":[175,191,210],"focus":[176],"building":[178],"enhancing":[180],"perceived":[181],"ensuring":[184],"improve":[187],"adoption":[188],"rates.":[189],"Universities":[190],"promote":[192],"literacy":[194],"programs":[195],"mitigate":[197],"prepare":[201],"students":[202],"AI-based":[204],"processes.":[206],"developers":[209],"design":[211],"transparent,":[212],"explainable,":[213],"user-friendly":[215,261],"tools":[217],"encourage":[219],"among":[224],"few":[226],"empirical":[227],"investigations":[228],"addressing":[236],"an":[237],"emerging":[238],"area":[239],"in":[240],"research.":[242],"It":[243],"evidence-based":[245],"HR":[248],"practitioners,":[249],"educators,":[250],"designers,":[253],"emphasising":[254],"need":[256],"trustworthy,":[258],"ethical,":[259],"systems.":[264]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
