{"id":"https://openalex.org/W7223059092","doi":"https://doi.org/10.1038/s41598-026-67563-1","title":"The mediating role of social media addiction in the relationship between usage time and physical activity attitudes among adolescents: a cross-sectional study","display_name":"The mediating role of social media addiction in the relationship between usage time and physical activity attitudes among adolescents: a cross-sectional study","publication_year":2026,"publication_date":"2026-10-20","ids":{"openalex":"https://openalex.org/W7223059092","doi":"https://doi.org/10.1038/s41598-026-67563-1"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-026-67563-1","doi":"https://doi.org/10.1038/s41598-026-67563-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-67563-1","pdf_url":"https://www.nature.com/articles/s41598-026-67563-1_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-026-67563-1_reference.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100617608","display_name":"Mehmet Ali \u00d6zt\u00fcrk","orcid":"https://orcid.org/0000-0003-4863-9340","observed_orcids":["https://orcid.org/0000-0003-4863-9340"]},"institutions":[{"id":"https://openalex.org/I173761726","display_name":"Karab\u00fck University","ror":"https://ror.org/04wy7gp54","country_code":"TR","type":"education","lineage":["https://openalex.org/I173761726"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Ali \u00d6zt\u00fcrk","raw_affiliation_strings":["Faculty of Sport Sciences, Hasan Do\u011fan, Karab\u00fck University, Karab\u00fck, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0003-4863-9340","affiliations":[{"raw_affiliation_string":"Faculty of Sport Sciences, Hasan Do\u011fan, Karab\u00fck University, Karab\u00fck, T\u00fcrkiye","institution_ids":["https://openalex.org/I173761726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017167129","display_name":"Ramazan Erdo\u011fan","orcid":"https://orcid.org/0000-0001-5337-942X","observed_orcids":["https://orcid.org/0000-0001-5337-942X"]},"institutions":[{"id":"https://openalex.org/I64925351","display_name":"Munzur University","ror":"https://ror.org/05v0p1f11","country_code":"TR","type":"education","lineage":["https://openalex.org/I64925351"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ramazan Erdo\u011fan","raw_affiliation_strings":["Faculty of Sports Science, Munzur University, Tunceli, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0001-5337-942X","affiliations":[{"raw_affiliation_string":"Faculty of Sports Science, Munzur University, Tunceli, T\u00fcrkiye","institution_ids":["https://openalex.org/I64925351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001080626","display_name":"Ey\u00fcp Bozkurt","orcid":"https://orcid.org/0000-0001-8009-3478","observed_orcids":["https://orcid.org/0000-0001-8009-3478"]},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ey\u00fcp Bozkurt","raw_affiliation_strings":["Faculty of Education, F\u0131rat University, Elaz\u0131\u011f, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0001-8009-3478","affiliations":[{"raw_affiliation_string":"Faculty of Education, F\u0131rat University, Elaz\u0131\u011f, T\u00fcrkiye","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032035874","display_name":"Ahmethan Y\u0131ld\u0131rak","orcid":"https://orcid.org/0000-0001-6112-7695","observed_orcids":["https://orcid.org/0000-0001-6112-7695"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmethan Y\u0131ld\u0131rak","raw_affiliation_strings":["Ministry of Youth and Sports, Bitlis, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0001-6112-7695","affiliations":[{"raw_affiliation_string":"Ministry of Youth and Sports, Bitlis, T\u00fcrkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118741347","display_name":"EMRULLAH YILMAZ","orcid":"https://orcid.org/0000-0001-7481-5075","observed_orcids":["https://orcid.org/0000-0001-7481-5075"]},"institutions":[{"id":"https://openalex.org/I4210094226","display_name":"Mi\u0307lli\u0307 E\u011fi\u0307ti\u0307m Bakanli\u011fi","ror":"https://ror.org/00jga9g46","country_code":"TR","type":"government","lineage":["https://openalex.org/I4210094226"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Emrullah Y\u0131lmaz","raw_affiliation_strings":["Ministry of Education, Mardin, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0001-7481-5075","affiliations":[{"raw_affiliation_string":"Ministry of Education, Mardin, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210094226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063196722","display_name":"Tu\u011fba T\u00dcMEN","orcid":"https://orcid.org/0000-0001-6461-4245","observed_orcids":["https://orcid.org/0000-0001-6461-4245"]},"institutions":[{"id":"https://openalex.org/I41055640","display_name":"Bitlis Eren University","ror":"https://ror.org/00mm4ys28","country_code":"TR","type":"education","lineage":["https://openalex.org/I41055640"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tu\u011fba T\u00fcmen","raw_affiliation_strings":["Department of Common Courses, Bitlis Eren University, Bitlis, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0001-6461-4245","affiliations":[{"raw_affiliation_string":"Department of Common Courses, Bitlis Eren University, Bitlis, T\u00fcrkiye","institution_ids":["https://openalex.org/I41055640"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042974247","display_name":"Mik\u00e2il Tel","orcid":"https://orcid.org/0000-0002-0629-7357","observed_orcids":["https://orcid.org/0000-0002-0629-7357"]},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mikail Tel","raw_affiliation_strings":["Faculty of Sports Sciences, Firat University, Elaz\u0131\u011f, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0002-0629-7357","affiliations":[{"raw_affiliation_string":"Faculty of Sports Sciences, Firat University, Elaz\u0131\u011f, T\u00fcrkiye","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5017167129"],"corresponding_institution_ids":["https://openalex.org/I64925351"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84738906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10355","display_name":"Impact of Technology on Adolescents","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":0.005100000184029341,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T13488","display_name":"Recreational Sport and Physical Activity","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3319","display_name":"Life-span and Life-course Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media-addiction","display_name":"social media addiction","score":1.0},{"id":"https://openalex.org/keywords/attitudes-toward-physical-activity","display_name":"attitudes toward physical activity","score":0.972000002861023},{"id":"https://openalex.org/keywords/adolescents","display_name":"adolescents","score":0.9470000267028809},{"id":"https://openalex.org/keywords/time-spent-on-social-media","display_name":"time spent on social media","score":0.7549999952316284},{"id":"https://openalex.org/keywords/tiktok","display_name":"TikTok","score":0.953000009059906},{"id":"https://openalex.org/keywords/youtube","display_name":"YouTube","score":0.8560000061988831},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.9129999876022339},{"id":"https://openalex.org/keywords/gender-differences","display_name":"gender differences","score":0.7979999780654907},{"id":"https://openalex.org/keywords/mediation","display_name":"mediation","score":0.5830000042915344},{"id":"https://openalex.org/keywords/secondary-school-students","display_name":"high school students","score":0.7739999890327454}],"concepts":[{"id":"https://openalex.org/C48856860","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Addiction","level":2,"score":0.7886999845504761},{"id":"https://openalex.org/C3020255362","wikidata":"https://www.wikidata.org/wiki/Q747883","display_name":"Physical activity","level":2,"score":0.671999990940094},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6615999937057495},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6614999771118164},{"id":"https://openalex.org/C2989245161","wikidata":"https://www.wikidata.org/wiki/Q7550911","display_name":"Social activity","level":2,"score":0.41280001401901245},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3346000015735626},{"id":"https://openalex.org/C2777271380","wikidata":"https://www.wikidata.org/wiki/Q1513352","display_name":"Behavioral addiction","level":3,"score":0.32899999618530273},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3257000148296356},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.3095000088214874},{"id":"https://openalex.org/C2778799817","wikidata":"https://www.wikidata.org/wiki/Q4681134","display_name":"Addictive behavior","level":3,"score":0.2840000092983246},{"id":"https://openalex.org/C2778087770","wikidata":"https://www.wikidata.org/wiki/Q2297111","display_name":"Social support","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2694999873638153},{"id":"https://openalex.org/C2983876825","wikidata":"https://www.wikidata.org/wiki/Q9332","display_name":"Health behavior","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C2992000405","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasive communication","level":3,"score":0.2581000030040741}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1038/s41598-026-67563-1","doi":"https://doi.org/10.1038/s41598-026-67563-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-67563-1","pdf_url":"https://www.nature.com/articles/s41598-026-67563-1_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Scientific Reports","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1038/s41598-026-67563-1","doi":"https://doi.org/10.1038/s41598-026-67563-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-67563-1","pdf_url":"https://www.nature.com/articles/s41598-026-67563-1_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9391000270843506}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7223059092.pdf","grobid_xml":"https://content.openalex.org/works/W7223059092.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W3003824663","https://openalex.org/W3021421094","https://openalex.org/W3139063855","https://openalex.org/W3156417863","https://openalex.org/W4316368918","https://openalex.org/W4318777524","https://openalex.org/W4319264774","https://openalex.org/W4321787380","https://openalex.org/W4323049033","https://openalex.org/W4379619689","https://openalex.org/W4389045838","https://openalex.org/W4389286127","https://openalex.org/W4402053535","https://openalex.org/W4413961480"],"related_works":["https://openalex.org/W4390440000","https://openalex.org/W4403437982","https://openalex.org/W3013435886","https://openalex.org/W7125786291","https://openalex.org/W2950048115","https://openalex.org/W7162419229","https://openalex.org/W7162949967","https://openalex.org/W7125798651","https://openalex.org/W4412869874","https://openalex.org/W7130428746"],"abstract_inverted_index":{"This":[0],"study":[1,22],"aimed":[2],"to":[3,263,312],"examine":[4],"the":[5,43,55,63,182,196,200,264,282,287],"associations":[6,222],"among":[7,242],"social":[8,11,112,145,177,186,224,257,268],"media":[9,12,113,146,178,187,225,236,258,269],"addiction,":[10],"platform":[13,132],"preferences,":[14],"and":[15,31,62,70,88,104,115,134,148,166,190,227,238,249,272,309],"physical":[16,116,129,151,161,191,228,239,273,307],"activity":[17,117,130,152,162,192,229,240,274,308],"attitudes":[18,118,153,193,241],"in":[19,39,111],"adolescents.":[20],"The":[21,253],"included":[23],"742":[24],"volunteer":[25],"high":[26],"school":[27],"students":[28,142],"(473":[29],"males":[30],"269":[32],"females)":[33],"aged":[34],"14\u201317":[35],"years":[36],"attending":[37],"schools":[38],"Bitlis,":[40],"T\u00fcrkiye,":[41],"during":[42],"2024\u20132025":[44],"academic":[45],"year.":[46],"Data":[47],"were":[48,95,99,119],"collected":[49],"using":[50,101],"a":[51,211],"personal":[52],"information":[53],"form,":[54],"Social":[56,235],"Media":[57],"Addiction":[58],"Scale\u2013Short":[59],"Form":[60],"(SMAS-SF),":[61],"Physical":[64],"Activity":[65],"Attitude":[66],"Scale":[67],"for":[68],"Children":[69],"Adolescents":[71],"(PAAS-CA).":[72],"Independent":[73],"samples":[74],"t-tests,":[75],"one-way":[76],"analysis":[77,90,174],"of":[78,199,286,306],"variance":[79],"(ANOVA),":[80],"Bonferroni-adjusted":[81],"post":[82],"hoc":[83],"comparisons,":[84],"Pearson":[85],"correlation":[86],"analyses,":[87],"mediation":[89,203],"(PROCESS":[91],"macro":[92],"Model":[93],"4)":[94],"performed.":[96],"Effect":[97],"sizes":[98],"calculated":[100],"Cohen's":[102],"d":[103],"eta-squared":[105],"(\u03b7":[106],"2":[107],").":[108],"Significant":[109],"differences":[110],"addiction":[114,147,179,226,237,259],"observed":[120],"based":[121],"on":[122],"gender,":[123],"age,":[124],"grade":[125],"level,":[126],"family":[127],"income,":[128],"status,":[131],"preference,":[133],"daily":[135,185,267],"usage":[136],"time":[137,189,271],"(p":[138],"<":[139],".05).":[140],"Male":[141],"reported":[143],"higher":[144],"more":[149,170],"positive":[150,160,221],"than":[154,210,298],"females.":[155],"TikTok":[156],"users":[157,168],"exhibited":[158],"less":[159],"attitudes,":[163,275],"whereas":[164],"YouTube":[165],"Twitter":[167],"showed":[169],"favorable":[171],"profiles.":[172],"Mediation":[173],"indicated":[175,217],"that":[176,256],"statistically":[180,261],"mediated":[181],"association":[183,265],"between":[184,223,266],"use":[188,270],"however,":[194],"given":[195],"cross-sectional":[197,288],"nature":[198],"data,":[201],"this":[202],"model":[204],"represents":[205],"an":[206,278],"associative":[207,279,296],"pathway":[208],"rather":[209,297],"confirmed":[212],"causal":[213,314],"mechanism.":[214],"Correlation":[215],"analyses":[216],"low":[218],"but":[219],"significant":[220],"attitude":[230],"scores":[231],"(r":[232],"=":[233],".21\u2013.25).":[234],"adolescents":[243],"are":[244],"associated":[245],"with":[246],"socio-demographic":[247],"characteristics":[248],"digital":[250],"behavioral":[251],"patterns.":[252],"findings":[254,291],"suggest":[255],"is":[260],"linked":[262],"functioning":[276],"as":[277,295],"bridge":[280],"within":[281],"tested":[283],"model.":[284],"Because":[285],"design,":[289],"these":[290],"should":[292,302],"be":[293],"interpreted":[294],"causal.":[299],"Future":[300],"studies":[301],"incorporate":[303],"objective":[304],"measures":[305],"longitudinal":[310],"designs":[311],"clarify":[313],"pathways.":[315]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-21T00:00:00"}
