{"id":"https://openalex.org/W7154607376","doi":"https://doi.org/10.1016/j.chb.2026.109028","title":"AI-powered smartphone tools and immigrant social integration. The role of personality and psychological factors","display_name":"AI-powered smartphone tools and immigrant social integration. The role of personality and psychological factors","publication_year":2026,"publication_date":"2026-04-16","ids":{"openalex":"https://openalex.org/W7154607376","doi":"https://doi.org/10.1016/j.chb.2026.109028"},"language":"en","primary_location":{"id":"doi:10.1016/j.chb.2026.109028","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.chb.2026.109028","pdf_url":null,"source":{"id":"https://openalex.org/S204030396","display_name":"Computers in Human Behavior","issn_l":"0747-5632","issn":["0747-5632","1873-7692"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Human Behavior","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.chb.2026.109028","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038720423","display_name":"Evangelos Mourelatos","orcid":"https://orcid.org/0000-0002-9534-7941"},"institutions":[{"id":"https://openalex.org/I1285985921","display_name":"International Labour Organization","ror":"https://ror.org/03tebpn36","country_code":"CH","type":"government","lineage":["https://openalex.org/I1285985921"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["CH","FI"],"is_corresponding":true,"raw_author_name":"Evangelos Mourelatos","raw_affiliation_strings":["Department of Economics, Accounting and Finance, Oulu Business School, University of Oulu, Oulu, Finland","Global Labour Organization, Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9534-7941","affiliations":[{"raw_affiliation_string":"Department of Economics, Accounting and Finance, Oulu Business School, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Global Labour Organization, Essen, Germany","institution_ids":["https://openalex.org/I1285985921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076041558","display_name":"Magdalini Liontou","orcid":"https://orcid.org/0000-0002-4294-761X"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Magdalini Liontou","raw_affiliation_strings":["Centre for Languages and Communication Lingu\u03b1, University of Oulu, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Languages and Communication Lingu\u03b1, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038720423"],"corresponding_institution_ids":["https://openalex.org/I1285985921","https://openalex.org/I98381234"],"apc_list":{"value":3440,"currency":"USD","value_usd":3440},"apc_paid":{"value":3440,"currency":"USD","value_usd":3440},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.89895322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"182","issue":null,"first_page":"109028","last_page":"109028"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.09030000120401382,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T11519","display_name":"Digital Mental Health Interventions","score":0.09030000120401382,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T12128","display_name":"AI in Service Interactions","score":0.08470000326633453,"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"}},{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.05310000106692314,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.5974000096321106},{"id":"https://openalex.org/keywords/immigration","display_name":"Immigration","score":0.5609999895095825},{"id":"https://openalex.org/keywords/psychological-resilience","display_name":"Psychological resilience","score":0.5284000039100647},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4681999981403351},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.4343000054359436},{"id":"https://openalex.org/keywords/inclusion","display_name":"Inclusion (mineral)","score":0.42089998722076416},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.36579999327659607},{"id":"https://openalex.org/keywords/social-integration","display_name":"Social integration","score":0.3587000072002411},{"id":"https://openalex.org/keywords/counterintuitive","display_name":"Counterintuitive","score":0.3409000039100647}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5974000096321106},{"id":"https://openalex.org/C70036468","wikidata":"https://www.wikidata.org/wiki/Q131288","display_name":"Immigration","level":2,"score":0.5609999895095825},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.54339998960495},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.5284000039100647},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4681999981403351},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.4343000054359436},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.42089998722076416},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3953000009059906},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.36579999327659607},{"id":"https://openalex.org/C2781160424","wikidata":"https://www.wikidata.org/wiki/Q370735","display_name":"Social integration","level":2,"score":0.3587000072002411},{"id":"https://openalex.org/C101097943","wikidata":"https://www.wikidata.org/wiki/Q5176983","display_name":"Counterintuitive","level":2,"score":0.3409000039100647},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.33799999952316284},{"id":"https://openalex.org/C73282008","wikidata":"https://www.wikidata.org/wiki/Q1759895","display_name":"Coping (psychology)","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C90048612","wikidata":"https://www.wikidata.org/wiki/Q192989","display_name":"Acculturation","level":3,"score":0.31369999051094055},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.3012999892234802},{"id":"https://openalex.org/C2778087770","wikidata":"https://www.wikidata.org/wiki/Q2297111","display_name":"Social support","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.29179999232292175},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.28790000081062317},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C60952562","wikidata":"https://www.wikidata.org/wiki/Q6887246","display_name":"Mobile technology","level":3,"score":0.2838999927043915},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2685000002384186},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.2615000009536743}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.chb.2026.109028","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.chb.2026.109028","pdf_url":null,"source":{"id":"https://openalex.org/S204030396","display_name":"Computers in Human Behavior","issn_l":"0747-5632","issn":["0747-5632","1873-7692"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Human Behavior","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.chb.2026.109028","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.chb.2026.109028","pdf_url":null,"source":{"id":"https://openalex.org/S204030396","display_name":"Computers in Human Behavior","issn_l":"0747-5632","issn":["0747-5632","1873-7692"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Human Behavior","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.8392137885093689}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":130,"referenced_works":["https://openalex.org/W1539959522","https://openalex.org/W1702700969","https://openalex.org/W1752357438","https://openalex.org/W1935845528","https://openalex.org/W1969413315","https://openalex.org/W1975597326","https://openalex.org/W1980421506","https://openalex.org/W1983587796","https://openalex.org/W1984363985","https://openalex.org/W1985334364","https://openalex.org/W1985893766","https://openalex.org/W1989875172","https://openalex.org/W2003806493","https://openalex.org/W2009505424","https://openalex.org/W2017124090","https://openalex.org/W2025035863","https://openalex.org/W2039748657","https://openalex.org/W2041402628","https://openalex.org/W2049075778","https://openalex.org/W2049373827","https://openalex.org/W2051120796","https://openalex.org/W2055017546","https://openalex.org/W2060999123","https://openalex.org/W2071559616","https://openalex.org/W2098959957","https://openalex.org/W2099154717","https://openalex.org/W2100788689","https://openalex.org/W2108505181","https://openalex.org/W2109335492","https://openalex.org/W2109732081","https://openalex.org/W2116335967","https://openalex.org/W2118185372","https://openalex.org/W2122517769","https://openalex.org/W2125057995","https://openalex.org/W2137271651","https://openalex.org/W2139122730","https://openalex.org/W2145244927","https://openalex.org/W2146554561","https://openalex.org/W2157482175","https://openalex.org/W2158509657","https://openalex.org/W2163385653","https://openalex.org/W2164791824","https://openalex.org/W2168217134","https://openalex.org/W2169173780","https://openalex.org/W2268619641","https://openalex.org/W2315858928","https://openalex.org/W2365990854","https://openalex.org/W2396627012","https://openalex.org/W2410870632","https://openalex.org/W2414795604","https://openalex.org/W2416125282","https://openalex.org/W2492667279","https://openalex.org/W2520648473","https://openalex.org/W2531757891","https://openalex.org/W2569252477","https://openalex.org/W2569325939","https://openalex.org/W2582356985","https://openalex.org/W2604281922","https://openalex.org/W2636741089","https://openalex.org/W2733432648","https://openalex.org/W2770109877","https://openalex.org/W2777917538","https://openalex.org/W2790725061","https://openalex.org/W2790890644","https://openalex.org/W2790907667","https://openalex.org/W2793920603","https://openalex.org/W2884444038","https://openalex.org/W2894564774","https://openalex.org/W2895763047","https://openalex.org/W2921700449","https://openalex.org/W2923978211","https://openalex.org/W2936725726","https://openalex.org/W2947430470","https://openalex.org/W2969273617","https://openalex.org/W2969625533","https://openalex.org/W2982386365","https://openalex.org/W2988347076","https://openalex.org/W2989887527","https://openalex.org/W2998687082","https://openalex.org/W3002174027","https://openalex.org/W3012325705","https://openalex.org/W3033658483","https://openalex.org/W3034246517","https://openalex.org/W3042276730","https://openalex.org/W3044430020","https://openalex.org/W3112198925","https://openalex.org/W3123511955","https://openalex.org/W3123937770","https://openalex.org/W3124602426","https://openalex.org/W3125857970","https://openalex.org/W3157290473","https://openalex.org/W3166943242","https://openalex.org/W3167069287","https://openalex.org/W3176886217","https://openalex.org/W3179981613","https://openalex.org/W3183627760","https://openalex.org/W4200295417","https://openalex.org/W4200481911","https://openalex.org/W4200536248","https://openalex.org/W4205800452","https://openalex.org/W4206090854","https://openalex.org/W4210410820","https://openalex.org/W4211075179","https://openalex.org/W4221102258","https://openalex.org/W4231967804","https://openalex.org/W4232057594","https://openalex.org/W4237981253","https://openalex.org/W4251069240","https://openalex.org/W4255673528","https://openalex.org/W4309348712","https://openalex.org/W4311843323","https://openalex.org/W4312971837","https://openalex.org/W4313294372","https://openalex.org/W4313305434","https://openalex.org/W4317938455","https://openalex.org/W4323924493","https://openalex.org/W4380685454","https://openalex.org/W4386003216","https://openalex.org/W4388007509","https://openalex.org/W4388705935","https://openalex.org/W4389058367","https://openalex.org/W4390122721","https://openalex.org/W4390725290","https://openalex.org/W4391333201","https://openalex.org/W4391535821","https://openalex.org/W4391678457","https://openalex.org/W4400768586","https://openalex.org/W4404284147","https://openalex.org/W4405414794","https://openalex.org/W4413120136"],"related_works":[],"abstract_inverted_index":{"This":[0,174],"study":[1,175],"investigates":[2],"the":[3,12,28,109,123,180],"potential":[4],"of":[5,32,89,111,155,182],"AI-powered":[6,112,130],"mobile":[7,208],"applications":[8,34,131],"(m-Integration)":[9],"to":[10,82,146,167,192,195,222,243],"enhance":[11],"integration":[13,74,119,137,201,212],"process":[14],"for":[15,241,246],"immigrants.":[16],"Leveraging":[17],"Sen\u2019s":[18],"capability":[19],"approach":[20],"framework":[21],"and":[22,30,46,86,97,115,134,148,161,169,185,199,215,225,236],"self-determination":[23],"theory,":[24],"we":[25,107],"explore":[26],"how":[27,69],"adoption":[29,220],"effectiveness":[31],"these":[33,142,172],"are":[35,164],"influenced":[36],"by":[37,122,234],"individual":[38],"factors":[39],"such":[40,94],"as":[41,95],"personality":[42,147],"traits,":[43],"self-esteem,":[44,160],"resilience,":[45,159],"emotional":[47,162,216],"intelligence.":[48,217],"Using":[49],"quantitative":[50],"survey":[51],"data":[52],"collected":[53],"from":[54,91,171],"748":[55],"immigrants":[56,90],"in":[57,75,203],"Finland\u2014particularly":[58],"those":[59],"attending":[60],"free":[61],"language":[62],"classes":[63],"across":[64],"five":[65],"major":[66],"cities\u2014we":[67],"examine":[68],"AI-driven":[70],"tools":[71,229],"support":[72],"societal":[73],"a":[76],"country":[77],"facing":[78],"workforce":[79],"shortages":[80],"due":[81],"an":[83,87],"aging":[84],"population":[85],"influx":[88],"conflict":[92],"zones":[93],"Ukraine":[96],"Russia.":[98],"By":[99],"employing":[100],"ordinary":[101],"least":[102],"squares":[103],"(OLS)":[104],"regression":[105],"models,":[106],"analyze":[108],"determinants":[110],"application":[113],"use":[114],"its":[116],"impact":[117],"on":[118],"outcomes":[120],"measured":[121],"Ethnosizer":[124],"index.":[125],"The":[126],"findings":[127],"reveal":[128],"that":[129],"facilitate":[132],"smoother":[133],"more":[135,165],"efficient":[136],"processes,":[138],"with":[139],"attitudes":[140,232],"toward":[141],"technologies":[143],"strongly":[144],"linked":[145],"psychological":[149],"profiles.":[150],"Immigrants":[151],"exhibiting":[152],"high":[153],"levels":[154],"openness,":[156,223],"conscientiousness,":[157,224],"extraversion,":[158],"intelligence":[163],"likely":[166],"adopt":[168],"benefit":[170],"tools.":[173],"provides":[176],"novel":[177],"insights":[178,240],"into":[179],"intersection":[181],"AI":[183,194,207,228,245],"technology":[184],"immigrant":[186,211],"integration,":[187],"offering":[188],"policy-makers":[189],"evidence-based":[190],"strategies":[191],"leverage":[193],"promote":[196],"social":[197,247],"inclusion":[198],"address":[200],"challenges":[202],"diverse":[204],"populations.":[205],"\u2022":[206,218,227,238],"apps":[209],"aid":[210],"via":[213],"resilience":[214],"M-Integration":[219],"relates":[221],"extraversion.":[226],"ease":[230],"integration;":[231],"shaped":[233],"self-esteem":[235],"emotions.":[237],"Offers":[239],"policymakers":[242],"harness":[244],"inclusion.":[248]},"counts_by_year":[],"updated_date":"2026-04-21T06:05:55.347736","created_date":"2026-04-17T00:00:00"}
