{"id":"https://openalex.org/W4396878715","doi":"https://doi.org/10.1145/3644713.3644726","title":"How Often Are Children on the Internet? Worldwide Prospective Multinomial Logistic Regression","display_name":"How Often Are Children on the Internet? Worldwide Prospective Multinomial Logistic Regression","publication_year":2023,"publication_date":"2023-12-21","ids":{"openalex":"https://openalex.org/W4396878715","doi":"https://doi.org/10.1145/3644713.3644726"},"language":"en","primary_location":{"id":"doi:10.1145/3644713.3644726","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3644713.3644726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Future Networks and Distributed Systems","raw_type":"proceedings-article"},"type":"article","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/A5083140428","display_name":"Mukhabbat Toshmurodova","orcid":null},"institutions":[{"id":"https://openalex.org/I55383850","display_name":"Tashkent State University of Economics","ror":"https://ror.org/029t9db68","country_code":"UZ","type":"education","lineage":["https://openalex.org/I55383850"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Mukhabbat Toshmurodova","raw_affiliation_strings":["Department of Common and Exact Science, Tashkent State University of Economics, Uzbekistan"],"raw_orcid":"https://orcid.org/0000-0001-9613-0886","affiliations":[{"raw_affiliation_string":"Department of Common and Exact Science, Tashkent State University of Economics, Uzbekistan","institution_ids":["https://openalex.org/I55383850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010485854","display_name":"Aziz Zikriyoev","orcid":"https://orcid.org/0000-0002-4320-6549"},"institutions":[{"id":"https://openalex.org/I55383850","display_name":"Tashkent State University of Economics","ror":"https://ror.org/029t9db68","country_code":"UZ","type":"education","lineage":["https://openalex.org/I55383850"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Aziz Zikriyoev","raw_affiliation_strings":["Department of World Economy, Tashkent State University of Economics, Uzbekistan"],"raw_orcid":"https://orcid.org/0000-0002-4320-6549","affiliations":[{"raw_affiliation_string":"Department of World Economy, Tashkent State University of Economics, Uzbekistan","institution_ids":["https://openalex.org/I55383850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001770016","display_name":"\u0414\u0438\u043b\u0434\u043e\u0440 \u0428\u0430\u0434\u0438\u0431\u0435\u043a\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0002-9890-1573"},"institutions":[{"id":"https://openalex.org/I55383850","display_name":"Tashkent State University of Economics","ror":"https://ror.org/029t9db68","country_code":"UZ","type":"education","lineage":["https://openalex.org/I55383850"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Dildor Shadibekova","raw_affiliation_strings":["Department of Business Administration and Logistics, Tashkent State University of Economics, Uzbekistan"],"raw_orcid":"https://orcid.org/0000-0002-9890-1573","affiliations":[{"raw_affiliation_string":"Department of Business Administration and Logistics, Tashkent State University of Economics, Uzbekistan","institution_ids":["https://openalex.org/I55383850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006403282","display_name":"Dilmurod Khojamkulov","orcid":null},"institutions":[{"id":"https://openalex.org/I55383850","display_name":"Tashkent State University of Economics","ror":"https://ror.org/029t9db68","country_code":"UZ","type":"education","lineage":["https://openalex.org/I55383850"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Dilmurod Khojamkulov","raw_affiliation_strings":["Department of World Economy, Tashkent State University of Economics, Uzbekistan"],"raw_orcid":"https://orcid.org/0000-0003-4537-5925","affiliations":[{"raw_affiliation_string":"Department of World Economy, Tashkent State University of Economics, Uzbekistan","institution_ids":["https://openalex.org/I55383850"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090048947","display_name":"B. B. Umarov","orcid":"https://orcid.org/0000-0002-1686-1759"},"institutions":[{"id":"https://openalex.org/I55383850","display_name":"Tashkent State University of Economics","ror":"https://ror.org/029t9db68","country_code":"UZ","type":"education","lineage":["https://openalex.org/I55383850"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Bakhodir Umarov","raw_affiliation_strings":["Department of Corporate Economics and Management, Tashkent State University of Economics, Uzbekistan"],"raw_orcid":"https://orcid.org/0000-0002-1686-1759","affiliations":[{"raw_affiliation_string":"Department of Corporate Economics and Management, Tashkent State University of Economics, Uzbekistan","institution_ids":["https://openalex.org/I55383850"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55383850"],"apc_list":null,"apc_paid":null,"fwci":2.6602,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91706892,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9994000196456909,"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":0.9994000196456909,"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/T10557","display_name":"Social Media and Politics","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T12060","display_name":"Child Development and Digital Technology","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/aptitude","display_name":"Aptitude","score":0.8609175086021423},{"id":"https://openalex.org/keywords/multinomial-logistic-regression","display_name":"Multinomial logistic regression","score":0.8254651427268982},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.8121512532234192},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.61591637134552},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.49312207102775574},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.31709760427474976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.22942408919334412},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15176698565483093},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15103107690811157},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13539665937423706}],"concepts":[{"id":"https://openalex.org/C48561166","wikidata":"https://www.wikidata.org/wiki/Q1347367","display_name":"Aptitude","level":2,"score":0.8609175086021423},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.8254651427268982},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.8121512532234192},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.61591637134552},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.49312207102775574},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.31709760427474976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22942408919334412},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15176698565483093},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15103107690811157},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13539665937423706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3644713.3644726","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3644713.3644726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Future Networks and Distributed Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W139318267","https://openalex.org/W168636010","https://openalex.org/W191332137","https://openalex.org/W351032383","https://openalex.org/W363564764","https://openalex.org/W1536322075","https://openalex.org/W1563177184","https://openalex.org/W1921893364","https://openalex.org/W2006612336","https://openalex.org/W2020035299","https://openalex.org/W2033007399","https://openalex.org/W2042660150","https://openalex.org/W2077370236","https://openalex.org/W2084679859","https://openalex.org/W2106084858","https://openalex.org/W2130715100","https://openalex.org/W2184166910","https://openalex.org/W2274714173","https://openalex.org/W2325440241","https://openalex.org/W2609601192","https://openalex.org/W2617348887","https://openalex.org/W2973305964","https://openalex.org/W2987180851","https://openalex.org/W3080965536","https://openalex.org/W3092624263","https://openalex.org/W3136372160","https://openalex.org/W4283266579","https://openalex.org/W4376055730","https://openalex.org/W4376055797","https://openalex.org/W4376055811","https://openalex.org/W6605694074","https://openalex.org/W6612442084","https://openalex.org/W6752999734","https://openalex.org/W6784114278","https://openalex.org/W6997105226"],"related_works":["https://openalex.org/W2803665422","https://openalex.org/W2372640635","https://openalex.org/W2380888041","https://openalex.org/W4232844693","https://openalex.org/W3033697969","https://openalex.org/W2104977651","https://openalex.org/W2369306031","https://openalex.org/W4248368593","https://openalex.org/W4246416652","https://openalex.org/W2418252711"],"abstract_inverted_index":{"In":[0],"an":[1,186],"era":[2],"where":[3],"the":[4,13,33,44,68,116,120,132,152,188,215,249,262,267,273],"internet":[5,14,37,75,89,156,178,197,229,256],"has":[6],"permeated":[7],"every":[8],"facet":[9],"of":[10,17,20,35,46,123,140,151,191,217,266],"life,":[11],"understanding":[12],"usage":[15,90,157,198,230,257],"patterns":[16],"children":[18,113],"is":[19,83,126,164],"paramount":[21],"importance.":[22],"This":[23,159],"worldwide":[24],"prospective":[25],"study":[26],"leverages":[27],"multinomial":[28,143],"logistic":[29,144],"regression":[30,145],"to":[31],"examine":[32],"frequency":[34],"children's":[36,155,196],"use,":[38],"with":[39,115],"a":[40,50,55,84,136,148,211,235],"particular":[41],"focus":[42],"on":[43,111,210],"impact":[45],"child":[47,72,81,100,162,192,218,253],"aptitude":[48,73,82,101,163,193,219,254],"as":[49,185,270],"predictive":[51],"variable.":[52],"Drawing":[53],"from":[54],"vast":[56],"dataset":[57],"comprising":[58],"439,531":[59],"observations":[60],"spanning":[61],"diverse":[62],"global":[63,212],"contexts,":[64],"this":[65],"research":[66],"elucidates":[67,147,187],"intricate":[69],"interplay":[70],"between":[71,252],"and":[74,97,176,208,227,237,247,255,264],"behavior.":[76,179],"Our":[77],"analysis":[78],"reveals":[79],"that":[80,161],"potent":[85],"determinant":[86],"across":[87],"varying":[88],"categories,":[91],"encompassing":[92],"daily,":[93],"weekly,":[94],"monthly,":[95],"less-than-monthly,":[96],"never.":[98],"Notably,":[99],"coefficients":[102],"consistently":[103,130],"display":[104],"substantial":[105,149],"magnitudes,":[106],"underlining":[107],"its":[108],"profound":[109],"influence":[110,216],"how":[112],"engage":[114],"digital":[117,239,274],"sphere.":[118],"Furthermore,":[119],"statistical":[121],"significance":[122,173],"these":[124],"relationships":[125],"reinforced":[127],"by":[128],"p-values":[129],"below":[131],"0.01":[133],"threshold.":[134],"With":[135],"pseudo":[137],"R-squared":[138],"value":[139],"0.620,":[141],"our":[142,242],"model":[146],"portion":[150],"variance":[153],"in":[154,174,194,241],"patterns.":[158,199],"implies":[160],"not":[165],"only":[166],"statistically":[167],"significant":[168],"but":[169],"also":[170],"holds":[171],"practical":[172],"comprehending":[175],"predicting":[177],"Main":[180],"conclusion":[181],"can":[182,220],"be":[183],"drawn":[184],"pivotal":[189],"role":[190],"determining":[195],"These":[200],"findings":[201],"carry":[202],"vital":[203],"implications":[204],"for":[205,260],"parents,":[206],"educators,":[207],"policymakers":[209],"scale.":[213],"Acknowledging":[214],"guide":[221],"efforts":[222],"aimed":[223],"at":[224],"fostering":[225],"responsible":[226],"secure":[228],"among":[231],"children,":[232],"thereby":[233],"cultivating":[234],"balanced":[236],"beneficial":[238],"experience":[240],"increasingly":[243],"interconnected":[244],"world.":[245],"Understanding":[246],"addressing":[248],"nuanced":[250],"relationship":[251],"remains":[258],"imperative":[259],"safeguarding":[261],"well-being":[263],"development":[265],"younger":[268],"generation":[269],"we":[271],"navigate":[272],"age.":[275]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}