{"id":"https://openalex.org/W4405284575","doi":"https://doi.org/10.1145/3703847.3703886","title":"The Interrelation of Experiential Avoidance, Rumination and Depression: Insights from Mediation Analysis and Machine Learning","display_name":"The Interrelation of Experiential Avoidance, Rumination and Depression: Insights from Mediation Analysis and Machine Learning","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4405284575","doi":"https://doi.org/10.1145/3703847.3703886"},"language":"en","primary_location":{"id":"doi:10.1145/3703847.3703886","doi":"https://doi.org/10.1145/3703847.3703886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3703847.3703886","pdf_url":null,"source":{"id":"https://openalex.org/S7407106575","display_name":"International Conference on Smart Healthcare and Wearable Intelligent Devices (SHWID)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Smart Healthcare and Wearable Intelligent Devices","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023917792","display_name":"Niannian Wu","orcid":"https://orcid.org/0009-0007-0603-1149","observed_orcids":["https://orcid.org/0009-0007-0603-1149","https://orcid.org/0009-0009-9036-787X"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naiping Wu","raw_affiliation_strings":["Department of Psychology, University of Chinese Academy of Sciences, Beijing, China","Institute of Psychology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-0603-1149","affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Psychology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010235072","display_name":"Ting Zhou","orcid":"https://orcid.org/0000-0002-0988-7950","observed_orcids":["https://orcid.org/0000-0002-0988-7950"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Zhou","raw_affiliation_strings":["Department of Medical Psychology, School of Health Humanities, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0988-7950","affiliations":[{"raw_affiliation_string":"Department of Medical Psychology, School of Health Humanities, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068246827","display_name":"Zheng Huang","orcid":"https://orcid.org/0000-0001-9135-0708","observed_orcids":["https://orcid.org/0000-0001-9135-0708"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Huang","raw_affiliation_strings":["Department of Psychology, University of Chinese Academy of Sciences, Beijing, China","Institute of Psychology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9135-0708","affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Psychology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041462004","display_name":"Yunshu Zhang","orcid":"https://orcid.org/0009-0004-9525-0869","observed_orcids":["https://orcid.org/0009-0004-9525-0869"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunshu Zhang","raw_affiliation_strings":["Department of Psychology, University of Chinese Academy of Sciences, Beijing, China","Institute of Psychology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-9525-0869","affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Psychology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"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":null,"issue":null,"first_page":"232","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10853","display_name":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10853","display_name":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10708","display_name":"Mindfulness and Compassion Interventions","score":0.06449999660253525,"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/T13283","display_name":"Mental Health Research Topics","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/experiential-avoidance","display_name":"experiential avoidance","score":0.9990000128746033},{"id":"https://openalex.org/keywords/rumination","display_name":"rumination","score":0.9990000128746033},{"id":"https://openalex.org/keywords/depression","display_name":"depression","score":0.7379999756813049},{"id":"https://openalex.org/keywords/mediation","display_name":"mediation","score":0.6539999842643738},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.9779999852180481},{"id":"https://openalex.org/keywords/acceptance-and-commitment-therapy","display_name":"acceptance and commitment therapy","score":0.8930000066757202},{"id":"https://openalex.org/keywords/cognitive-behavioral-therapy","display_name":"cognitive behavioral therapy","score":0.9079999923706055},{"id":"https://openalex.org/keywords/psychological-flexibility","display_name":"psychological flexibility","score":0.3409999907016754}],"concepts":[{"id":"https://openalex.org/C2776060345","wikidata":"https://www.wikidata.org/wiki/Q1411912","display_name":"Rumination","level":3,"score":0.9384200572967529},{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.6989603042602539},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.6620649695396423},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5305635929107666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45579323172569275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4341574013233185},{"id":"https://openalex.org/C2779984560","wikidata":"https://www.wikidata.org/wiki/Q774453","display_name":"Experiential avoidance","level":3,"score":0.4329608380794525},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.41535061597824097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3475591838359833},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.3035755157470703},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.10185274481773376},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0965399444103241},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.07742264866828918},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0720832347869873},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3703847.3703886","doi":"https://doi.org/10.1145/3703847.3703886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3703847.3703886","pdf_url":null,"source":{"id":"https://openalex.org/S7407106575","display_name":"International Conference on Smart Healthcare and Wearable Intelligent Devices (SHWID)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Smart Healthcare and Wearable Intelligent Devices","raw_type":"proceedings-article"},{"id":"pmh:oai:/ir.psych.ac.cn:311026/49887","doi":null,"is_oa":false,"landing_page_url":"https://ir.psych.ac.cn/handle/311026/49887","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"\u4f1a\u8bae\u8bba\u6587"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9789000153541565}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W56354298","https://openalex.org/W1966524739","https://openalex.org/W2170332928","https://openalex.org/W2725508837","https://openalex.org/W2752550091","https://openalex.org/W2805958725","https://openalex.org/W2946967133","https://openalex.org/W3198483578","https://openalex.org/W4200013284","https://openalex.org/W4229055831","https://openalex.org/W4253507931","https://openalex.org/W4308616732","https://openalex.org/W4311853492","https://openalex.org/W4322766311","https://openalex.org/W4362704380","https://openalex.org/W4365144595","https://openalex.org/W4385183168","https://openalex.org/W4390148690","https://openalex.org/W4392360930","https://openalex.org/W6958351444"],"related_works":["https://openalex.org/W4386417756","https://openalex.org/W2058979464","https://openalex.org/W1933957414","https://openalex.org/W7163718122","https://openalex.org/W2208470717","https://openalex.org/W2054658204","https://openalex.org/W2005364427","https://openalex.org/W4405309267","https://openalex.org/W55146861","https://openalex.org/W4388460813"],"abstract_inverted_index":{"This":[0],"study":[1],"investigates":[2],"rumination's":[3,40],"mediating":[4,42],"role":[5,43],"between":[6,31],"experiential":[7,32,74],"avoidance":[8,75],"and":[9,23,35,76,82,92,101],"depression":[10],"in":[11,78],"university":[12],"students.":[13],"A":[14],"sample":[15],"of":[16,48,68],"600":[17],"students":[18],"completed":[19],"the":[20,89],"AAQ-II,":[21],"RRS,":[22],"SDS":[24],"measures.":[25],"Significant":[26],"positive":[27],"correlations":[28],"were":[29],"observed":[30],"avoidance,":[33],"rumination,":[34],"depression.":[36,69],"Mediation":[37],"analysis":[38,60],"confirmed":[39],"significant":[41],"with":[44],"an":[45],"indirect":[46],"effect":[47],"0.592":[49],"(95%":[50],"CI:":[51],"0.492":[52],"-":[53],"0.70,":[54],"p":[55],"<":[56],"0.001).":[57],"Random":[58],"forest":[59],"highlighted":[61],"symptom-focused":[62],"rumination":[63,77],"as":[64],"a":[65,96],"key":[66],"predictor":[67],"These":[70],"findings":[71],"emphasize":[72],"targeting":[73],"therapies":[79],"like":[80],"ACT":[81],"CBT":[83],"to":[84],"reduce":[85],"depressive":[86],"symptoms.":[87],"However,":[88],"cross-sectional":[90],"design":[91],"self-report":[93],"measures":[94],"suggest":[95],"need":[97],"for":[98],"future":[99],"longitudinal":[100],"objective":[102],"studies.":[103]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-12-12T00:00:00"}
