{"id":"https://openalex.org/W7225017232","doi":"https://doi.org/10.28945/5894","title":"Platform-Mediated Informing in Late Childhood and Early Adolescence: Primary-Platform Use, Sleep Quality, and Self-Reported Concentration","display_name":"Platform-Mediated Informing in Late Childhood and Early Adolescence: Primary-Platform Use, Sleep Quality, and Self-Reported Concentration","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7225017232","doi":"https://doi.org/10.28945/5894"},"language":"en","primary_location":{"id":"doi:10.28945/5894","doi":"https://doi.org/10.28945/5894","is_oa":true,"landing_page_url":"https://doi.org/10.28945/5894","pdf_url":"http://www.inform.nu/Articles/Vol29/InfoSciV29Art17Badio14310.pdf","source":{"id":"https://openalex.org/S2736881203","display_name":"Informing Science The International Journal of an Emerging Transdiscipline","issn_l":"1521-4672","issn":["1521-4672","1547-9684","1547-9692"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informing Science: The International Journal of an Emerging Transdiscipline","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.inform.nu/Articles/Vol29/InfoSciV29Art17Badio14310.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160241072","display_name":"Elisa Badio","orcid":"https://orcid.org/0009-0002-1645-2354","observed_orcids":["https://orcid.org/0009-0002-1645-2354"]},"institutions":[{"id":"https://openalex.org/I4210155399","display_name":"UniNettuno University","ror":"https://ror.org/04q0nep37","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210155399"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisa Badio","raw_affiliation_strings":["Uninettuno University"],"raw_orcid":"https://orcid.org/0009-0002-1645-2354","affiliations":[{"raw_affiliation_string":"Uninettuno University","institution_ids":["https://openalex.org/I4210155399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013449180","display_name":"Paola Pasca","orcid":"https://orcid.org/0000-0003-0283-5389","observed_orcids":["https://orcid.org/0000-0003-0283-5389"]},"institutions":[{"id":"https://openalex.org/I167322064","display_name":"Universit\u00e0 degli Studi eCampus","ror":"https://ror.org/006maft66","country_code":"IT","type":"education","lineage":["https://openalex.org/I167322064"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paola Pasca","raw_affiliation_strings":["Department of Theoretical and Applied Sciences, eCampus University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Theoretical and Applied Sciences, eCampus University","institution_ids":["https://openalex.org/I167322064"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042966596","display_name":"Carmela Buono","orcid":"https://orcid.org/0000-0002-9525-5289","observed_orcids":["https://orcid.org/0000-0002-9525-5289"]},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carmela Buono","raw_affiliation_strings":["Mercatorum University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mercatorum University","institution_ids":["https://openalex.org/I4210132817"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015013922","display_name":"Fulvio Signore","orcid":"https://orcid.org/0000-0003-4046-7353","observed_orcids":["https://orcid.org/0000-0003-4046-7353"]},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fulvio Signore","raw_affiliation_strings":["Mercatorum University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mercatorum University","institution_ids":["https://openalex.org/I4210132817"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"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":"29","issue":null,"first_page":"17","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9951000213623047,"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":0.9951000213623047,"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/T12060","display_name":"Child Development and Digital Technology","score":0.003100000089034438,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T14114","display_name":"Digital Media and Philosophy","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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-use","display_name":"social media use","score":0.9279999732971191},{"id":"https://openalex.org/keywords/school-concentration","display_name":"school concentration","score":0.6769999861717224},{"id":"https://openalex.org/keywords/sleep-quality","display_name":"sleep quality","score":0.9350000023841858},{"id":"https://openalex.org/keywords/tiktok","display_name":"TikTok","score":0.5429999828338623},{"id":"https://openalex.org/keywords/adolescents","display_name":"adolescents","score":0.46000000834465027},{"id":"https://openalex.org/keywords/children","display_name":"children","score":0.7070000171661377},{"id":"https://openalex.org/keywords/digital-literacy","display_name":"digital literacy","score":0.5080000162124634},{"id":"https://openalex.org/keywords/social-comparison","display_name":"social comparison","score":0.6420000195503235},{"id":"https://openalex.org/keywords/worry","display_name":"worry","score":0.38499999046325684},{"id":"https://openalex.org/keywords/psychosocial-outcomes","display_name":"psychosocial outcomes","score":0.574999988079071},{"id":"https://openalex.org/keywords/information-exposure","display_name":"information exposure","score":0.42500001192092896},{"id":"https://openalex.org/keywords/self-regulation","display_name":"self-regulation","score":0.6430000066757202},{"id":"https://openalex.org/keywords/italian-youth","display_name":"Italian youth","score":0.46299999952316284},{"id":"https://openalex.org/keywords/passive-consumption","display_name":"passive consumption","score":0.4359999895095825},{"id":"https://openalex.org/keywords/digital-information-environment","display_name":"digital information environment","score":0.3959999978542328}],"concepts":[{"id":"https://openalex.org/C150966472","wikidata":"https://www.wikidata.org/wiki/Q3410145","display_name":"Psychosocial","level":2,"score":0.6101999878883362},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5246000289916992},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.40470001101493835},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.3953999876976013},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.39239999651908875},{"id":"https://openalex.org/C2911114149","wikidata":"https://www.wikidata.org/wiki/Q719723","display_name":"Late childhood","level":2,"score":0.3822000026702881},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.350600004196167},{"id":"https://openalex.org/C2777082460","wikidata":"https://www.wikidata.org/wiki/Q3377398","display_name":"Early childhood","level":2,"score":0.3483000099658966},{"id":"https://openalex.org/C204017024","wikidata":"https://www.wikidata.org/wiki/Q485446","display_name":"Optimism","level":2,"score":0.34389999508857727},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.30390000343322754},{"id":"https://openalex.org/C2983189541","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep quality","level":3,"score":0.2838999927043915},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C2780975770","wikidata":"https://www.wikidata.org/wiki/Q1364783","display_name":"Sleep hygiene","level":4,"score":0.27810001373291016},{"id":"https://openalex.org/C87227347","wikidata":"https://www.wikidata.org/wiki/Q7100713","display_name":"Ordered logit","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.27079999446868896},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2689000070095062},{"id":"https://openalex.org/C2776636917","wikidata":"https://www.wikidata.org/wiki/Q3772297","display_name":"Information seeking","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C85461838","wikidata":"https://www.wikidata.org/wiki/Q7100785","display_name":"Ordinal data","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C2780084366","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demographics","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C2984752397","wikidata":"https://www.wikidata.org/wiki/Q3259956","display_name":"Primary care","level":2,"score":0.25220000743865967}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.28945/5894","doi":"https://doi.org/10.28945/5894","is_oa":true,"landing_page_url":"https://doi.org/10.28945/5894","pdf_url":"http://www.inform.nu/Articles/Vol29/InfoSciV29Art17Badio14310.pdf","source":{"id":"https://openalex.org/S2736881203","display_name":"Informing Science The International Journal of an Emerging Transdiscipline","issn_l":"1521-4672","issn":["1521-4672","1547-9684","1547-9692"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informing Science: The International Journal of an Emerging Transdiscipline","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.28945/5894","doi":"https://doi.org/10.28945/5894","is_oa":true,"landing_page_url":"https://doi.org/10.28945/5894","pdf_url":"http://www.inform.nu/Articles/Vol29/InfoSciV29Art17Badio14310.pdf","source":{"id":"https://openalex.org/S2736881203","display_name":"Informing Science The International Journal of an Emerging Transdiscipline","issn_l":"1521-4672","issn":["1521-4672","1547-9684","1547-9692"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informing Science: The International Journal of an Emerging Transdiscipline","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8371999859809875}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225017232.pdf","grobid_xml":"https://content.openalex.org/works/W7225017232.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1600140002","https://openalex.org/W1675078390","https://openalex.org/W1686065478","https://openalex.org/W1932985692","https://openalex.org/W2081155210","https://openalex.org/W2093916237","https://openalex.org/W2103167256","https://openalex.org/W2157300266","https://openalex.org/W2415638773","https://openalex.org/W2548384288","https://openalex.org/W2579516306","https://openalex.org/W2793350103","https://openalex.org/W2795982475","https://openalex.org/W2796205913","https://openalex.org/W2884483214","https://openalex.org/W2964135621","https://openalex.org/W2998834126","https://openalex.org/W3112789429","https://openalex.org/W3115857595","https://openalex.org/W3119267769","https://openalex.org/W3121254970","https://openalex.org/W3137356575","https://openalex.org/W3195706482","https://openalex.org/W3210261198","https://openalex.org/W4210698485","https://openalex.org/W4213266521","https://openalex.org/W4224030234","https://openalex.org/W4238533948","https://openalex.org/W4242124043","https://openalex.org/W4313453658","https://openalex.org/W4391455785","https://openalex.org/W4392615553","https://openalex.org/W4406269912","https://openalex.org/W4407098060","https://openalex.org/W4409387676","https://openalex.org/W4410050688","https://openalex.org/W4410459899","https://openalex.org/W7125975277"],"related_works":["https://openalex.org/W4416729275","https://openalex.org/W7168171039","https://openalex.org/W7202161519","https://openalex.org/W7204115251","https://openalex.org/W3162000310","https://openalex.org/W4293514847","https://openalex.org/W3214185381","https://openalex.org/W7219436081","https://openalex.org/W7213739890","https://openalex.org/W4289841919"],"abstract_inverted_index":{"Aim/Purpose":[0],"This":[1],"study":[2,144],"examines":[3],"associations":[4,199,286],"between":[5,160,373,460],"estimated":[6],"daily":[7,179,263],"use":[8,180,324,334,462],"of":[9,164,181,248,307,327,332,377,406,469],"participants\u2019":[10],"primary":[11,183,230],"social":[12,151,184],"media":[13,35,152,185],"platform":[14,186,323,333],"and":[15,19,30,52,73,76,118,129,157,168,193,197,210,233,277,304,314,321,335,381,393,440,448,463,466,473],"self-reported":[16,166,318,427,464],"concentration,":[17,167,196,465],"behavioral,":[18],"psychosocial":[20,169],"indicators":[21,170],"among":[22,244],"Italian":[23,87],"young":[24,349,409],"people":[25],"spanning":[26],"late":[27],"childhood,":[28],"preadolescence,":[29],"early":[31],"adolescence.":[32],"Background":[33],"Social":[34],"platforms":[36],"can":[37],"be":[38,62,279],"conceptualized":[39],"as":[40,153,237,325],"platform-mediated":[41,154],"informing":[42,155],"environments":[43,415],"in":[44,275],"which":[45],"human-generated":[46],"content,":[47],"algorithmic":[48],"selection,":[49],"interface":[50],"features,":[51],"user":[53],"feedback":[54],"jointly":[55],"organize":[56],"information":[57,174,344,414,443],"exposure.":[58],"These":[59],"processes":[60],"may":[61,316,339,429],"particularly":[63],"relevant":[64],"during":[65],"developmental":[66],"periods":[67],"characterized":[68],"by":[69,106,149,158],"increasing":[70],"peer":[71],"sensitivity":[72,131],"still-maturing":[74],"attentional":[75],"self-regulatory":[77],"capacities.":[78],"Methodology":[79],"A":[80],"cross-sectional":[81],"survey":[82],"was":[83,137,187,223,234,242,269],"conducted":[84],"with":[85,110,189,219,261,281,288,348,412],"94":[86],"participants;":[88],"93":[89],"provided":[90],"valid":[91],"age":[92],"data":[93],"ranging":[94],"from":[95],"9":[96],"to":[97,146,453],"15":[98],"years.":[99],"Primary":[100],"analyses":[101,132],"used":[102],"Spearman":[103],"correlations,":[104],"complemented":[105],"age-adjusted":[107],"linear":[108],"models":[109],"HC3":[111],"robust":[112],"inference,":[113],"ordinal":[114],"logistic":[115,123],"robustness":[116],"analyses,":[117],"an":[119,431],"exploratory":[120,252],"TikTok-specific":[121,253],"binary":[122],"model":[124],"for":[125,311,345,365,434],"scroll-past":[126,240],"response.":[127],"School-grade":[128],"age-restriction":[130],"were":[133],"also":[134,340,424],"conducted.":[135],"Multiplicity":[136],"addressed":[138],"using":[139],"Holm\u2019s":[140],"correction.":[141,204],"Contribution":[142],"The":[143,217,239,401],"contributes":[145],"Informing":[147],"Science":[148],"conceptualizing":[150],"systems":[156],"distinguishing":[159],"primary-platform":[161,461],"exposure,":[162],"mode":[163,376],"engagement,":[165,378],"within":[171,437],"adaptive":[172,439],"digital":[173,442],"environments.":[175,444],"Findings":[176],"Greater":[177],"current":[178],"the":[182,208,229,300,352,404,467],"associated":[188],"lower":[190,194],"sustained":[191],"concentration":[192,206,319,428],"school":[195],"both":[198],"remained":[200],"significant":[201,285],"after":[202],"Holm":[203],"Sustained":[205],"showed":[207],"strongest":[209],"most":[211],"consistent":[212],"pattern":[213],"across":[214],"analytical":[215],"approaches.":[216],"association":[218,260],"perceived":[220,289],"sleep":[221],"quality":[222],"negative":[224],"but":[225],"did":[226,255],"not":[227,256,356],"survive":[228],"multiplicity":[231],"correction":[232],"therefore":[235],"interpreted":[236,280],"tentative.":[238],"response":[241],"common":[243],"TikTok":[245,264],"users":[246,410],"(36":[247],"42;":[249],"85.7%).":[250],"An":[251],"analysis":[254],"indicate":[257],"a":[258],"clear":[259],"greater":[262],"use.":[265],"However,":[266,351],"this":[267],"estimate":[268],"based":[270],"on":[271,399,420],"very":[272],"limited":[273],"variation":[274],"outcomes":[276],"should":[278,369,385],"caution.":[282],"No":[283],"statistically":[284],"emerged":[287],"worries":[290],"or":[291,361,395],"social-comparison":[292],"valence;":[293],"these":[294,308],"null":[295],"findings":[296,354,402],"remain":[297],"inconclusive":[298],"given":[299],"modest":[301],"sample":[302,391],"size":[303],"single-item":[305],"assessment":[306],"constructs.":[309],"Recommendations":[310,364],"Practitioners":[312],"Schools":[313],"families":[315],"consider":[317],"difficulties":[320],"intentional":[322],"part":[326],"broader":[328],"digital-literacy":[329],"initiatives.":[330],"Patterns":[331],"platform-specific":[336,382],"behavioral":[337],"responses":[338],"provide":[341],"useful":[342],"contextual":[343],"professionals":[346],"working":[347],"people.":[350],"present":[353],"do":[355],"support":[357],"specific":[358],"clinical,":[359],"educational,":[360],"parental":[362],"interventions.":[363],"Researchers":[366],"Future":[367,445],"research":[368],"more":[370],"clearly":[371],"distinguish":[372],"exposure":[374],"time,":[375],"passive":[379],"consumption,":[380],"characteristics.":[383],"It":[384],"employ":[386],"validated":[387],"multi-item":[388],"measures,":[389],"larger":[390],"sizes,":[392],"longitudinal":[394],"experimental":[396],"designs.":[397],"Impact":[398],"Society":[400],"highlight":[403],"value":[405],"considering":[407],"how":[408],"engage":[411],"contemporary":[413],"rather":[416],"than":[417],"relying":[418],"exclusively":[419],"screen-time":[421],"measures.":[422],"They":[423],"suggest":[425],"that":[426],"represent":[430],"important":[432],"domain":[433],"further":[435],"investigation":[436],"increasingly":[438],"continuous":[441],"Research":[446],"Longitudinal":[447],"multi-method":[449],"studies":[450],"are":[451],"needed":[452],"clarify":[454],"temporal":[455],"direction,":[456],"possible":[457],"reciprocal":[458],"relationships":[459],"role":[468],"individual,":[470],"family,":[471],"developmental,":[472],"platform-related":[474],"factors.":[475],"Keywords":[476]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-11-01T00:00:00"}