{"id":"https://openalex.org/W7225654792","doi":"https://doi.org/10.31234/osf.io/tz8gb_v1","title":"Supporting Early Career Development Through Volitional Personality Change: A Multi-Layered Evaluation of a Digital Intervention","display_name":"Supporting Early Career Development Through Volitional Personality Change: A Multi-Layered Evaluation of a Digital Intervention","publication_year":2026,"publication_date":"2026-11-10","ids":{"openalex":"https://openalex.org/W7225654792","doi":"https://doi.org/10.31234/osf.io/tz8gb_v1"},"language":"en","primary_location":{"id":"doi:10.31234/osf.io/tz8gb_v1","doi":"https://doi.org/10.31234/osf.io/tz8gb_v1","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/tz8gb_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401687","display_name":"PsyArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.31234/osf.io/tz8gb_v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038098552","display_name":"Sofie Dupr\u00e9","orcid":"https://orcid.org/0000-0002-2429-4299","observed_orcids":["https://orcid.org/0000-0002-2429-4299"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sofie Dupr\u00e9","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2429-4299","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010702160","display_name":"Bart Wille","orcid":"https://orcid.org/0000-0003-0800-2732","observed_orcids":["https://orcid.org/0000-0003-0800-2732"]},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Wille","raw_affiliation_strings":["Universiteit Gent"],"raw_orcid":"https://orcid.org/0000-0003-0800-2732","affiliations":[{"raw_affiliation_string":"Universiteit Gent","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065302041","display_name":"Barbara J. De Clercq","orcid":"https://orcid.org/0000-0002-6471-1464","observed_orcids":["https://orcid.org/0000-0002-6471-1464"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barbara De Clercq","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6471-1464","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073118193","display_name":"Janne Vanhalst","orcid":"https://orcid.org/0000-0001-9172-5311","observed_orcids":["https://orcid.org/0000-0001-9172-5311"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Janne Vanhalst","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9172-5311","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5056560122","display_name":"Joeri Hofmans","orcid":"https://orcid.org/0000-0001-6619-0706","observed_orcids":["https://orcid.org/0000-0001-6619-0706"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joeri Hofmans","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6619-0706","affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.673799991607666,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11040","display_name":"Personality Traits and Psychology","score":0.673799991607666,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11093","display_name":"Personality Disorders and Psychopathology","score":0.2694999873638153,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11542","display_name":"Behavioral Health and Interventions","score":0.006500000134110451,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7955999970436096},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6495000123977661},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6291000247001648},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5041000247001648},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.44780001044273376},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.39959999918937683},{"id":"https://openalex.org/C2777247013","wikidata":"https://www.wikidata.org/wiki/Q5038939","display_name":"Career development","level":2,"score":0.39649999141693115},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.39079999923706055},{"id":"https://openalex.org/C2779548549","wikidata":"https://www.wikidata.org/wiki/Q153487","display_name":"Punctuality","level":2,"score":0.3808000087738037},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.37470000982284546},{"id":"https://openalex.org/C2775948548","wikidata":"https://www.wikidata.org/wiki/Q362547","display_name":"Boldness","level":3,"score":0.35499998927116394},{"id":"https://openalex.org/C56154687","wikidata":"https://www.wikidata.org/wiki/Q10998095","display_name":"Personal development","level":2,"score":0.35420000553131104},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.35409998893737793},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.350600004196167},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.34709998965263367},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.34150001406669617},{"id":"https://openalex.org/C2781195723","wikidata":"https://www.wikidata.org/wiki/Q199027","display_name":"Goal setting","level":2,"score":0.3310000002384186},{"id":"https://openalex.org/C153721897","wikidata":"https://www.wikidata.org/wiki/Q3436149","display_name":"Intrapersonal communication","level":3,"score":0.32510000467300415},{"id":"https://openalex.org/C25740722","wikidata":"https://www.wikidata.org/wiki/Q3044915","display_name":"Disengagement theory","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C151799412","wikidata":"https://www.wikidata.org/wiki/Q920550","display_name":"Assertiveness","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C2777545354","wikidata":"https://www.wikidata.org/wiki/Q3557657","display_name":"Social anxiety","level":3,"score":0.27559998631477356},{"id":"https://openalex.org/C174010058","wikidata":"https://www.wikidata.org/wiki/Q7170643","display_name":"Personality Assessment Inventory","level":3,"score":0.27399998903274536},{"id":"https://openalex.org/C3020759390","wikidata":"https://www.wikidata.org/wiki/Q4880694","display_name":"Behaviour change","level":3,"score":0.2720000147819519},{"id":"https://openalex.org/C162130032","wikidata":"https://www.wikidata.org/wiki/Q5532637","display_name":"Generativity","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C206836424","wikidata":"https://www.wikidata.org/wiki/Q1510761","display_name":"Social change","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C3020031316","wikidata":"https://www.wikidata.org/wiki/Q6817452","display_name":"Psychological distress","level":3,"score":0.26350000500679016},{"id":"https://openalex.org/C14262774","wikidata":"https://www.wikidata.org/wiki/Q4880695","display_name":"Behavior change","level":2,"score":0.26080000400543213},{"id":"https://openalex.org/C2778087770","wikidata":"https://www.wikidata.org/wiki/Q2297111","display_name":"Social support","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C170798268","wikidata":"https://www.wikidata.org/wiki/Q534589","display_name":"Locus of control","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31234/osf.io/tz8gb_v1","doi":"https://doi.org/10.31234/osf.io/tz8gb_v1","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/tz8gb_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401687","display_name":"PsyArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.31234/osf.io/tz8gb_v1","doi":"https://doi.org/10.31234/osf.io/tz8gb_v1","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/tz8gb_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401687","display_name":"PsyArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Personality":[0],"change":[1,28,124,171,178],"interventions":[2,69],"(PCIs)":[3],"offer":[4],"promising":[5],"opportunities":[6],"for":[7,44,83],"personal":[8],"development,":[9],"yet":[10],"little":[11],"is":[12],"known":[13],"about":[14],"how":[15,156,176],"different":[16,181],"psychological":[17,139,182],"layers":[18],"of":[19,67,123,163,189],"personality\u2014thoughts,":[20],"feelings,":[21],"behaviors,":[22],"skills,":[23],"and":[24,114,132,150],"identity\u2014respond":[25],"to":[26,41,71],"intentional":[27],"efforts.":[29],"This":[30],"study":[31],"addressed":[32],"that":[33],"question":[34],"through":[35],"a":[36,79],"six-week":[37],"smartphone-based":[38],"intervention":[39,126],"tailored":[40],"students'":[42],"preparation":[43],"entering":[45],"the":[46,97,111,117,148,160,187,193],"workforce,":[47],"an":[48],"applied":[49],"setting":[50],"in":[51,65,89,96,104,110,147,191],"which":[52],"PCIs":[53,190],"remain":[54],"understudied.":[55],"Final-year":[56],"undergraduate":[57],"clinical":[58],"psychology":[59],"students":[60],"(N":[61,85],"=":[62,86],"565)":[63],"participated":[64],"one":[66],"three":[68,91],"designed":[70],"enhance":[72],"resilience,":[73],"social":[74,133],"boldness,":[75],"or":[76],"punctuality,":[77],"with":[78,100],"quasi-experimental":[80],"control":[81,112],"group":[82],"comparison":[84],"99).":[87],"Participants":[88],"all":[90],"conditions":[92],"showed":[93,135],"meaningful":[94],"growth":[95,137],"targeted":[98],"facet,":[99],"gains":[101],"exceeding":[102],"changes":[103],"non-targeted":[105],"facets,":[106],"surpassing":[107],"those":[108,142],"observed":[109],"group,":[113],"persisting":[115],"at":[116],"four-week":[118],"follow-up.":[119],"Moreover,":[120],"perceived":[121],"feasibility":[122,188],"moderated":[125],"effectiveness.":[127],"Finally,":[128],"participants":[129,157],"targeting":[130,143],"resilience":[131],"boldness":[134],"significant":[136],"across":[138,180],"layers,":[140,183],"whereas":[141],"punctuality":[144],"changed":[145],"primarily":[146],"behavioral":[149],"skill":[151],"layers.":[152],"The":[153],"identity":[154],"layer\u2014representing":[155],"see":[158],"themselves\u2014exhibited":[159],"smallest":[161],"degree":[162],"change.":[164],"Collectively,":[165],"these":[166],"findings":[167],"enrich":[168],"volitional":[169],"personality":[170,177],"(VPC)":[172],"theory":[173],"by":[174],"illuminating":[175],"unfolds":[179],"while":[184],"also":[185],"demonstrating":[186],"supporting":[192],"school-to-work":[194],"transition.":[195]},"counts_by_year":[],"updated_date":"2026-11-10T13:44:29.811591","created_date":"2026-11-10T00:00:00"}
