{"id":"https://openalex.org/W2166659008","doi":"https://doi.org/10.1177/1461444815604154","title":"Modeling the second-level digital divide: A five-country study of social differences in Internet use","display_name":"Modeling the second-level digital divide: A five-country study of social differences in Internet use","publication_year":2015,"publication_date":"2015-09-09","ids":{"openalex":"https://openalex.org/W2166659008","doi":"https://doi.org/10.1177/1461444815604154","mag":"2166659008"},"language":"en","primary_location":{"id":"doi:10.1177/1461444815604154","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1461444815604154","pdf_url":null,"source":{"id":"https://openalex.org/S88603889","display_name":"New Media & Society","issn_l":"1461-4448","issn":["1461-4448","1461-7315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Media &amp; Society","raw_type":"journal-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/A5035602511","display_name":"Moritz B\u00fcchi","orcid":"https://orcid.org/0000-0002-9202-889X"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Moritz B\u00fcchi","raw_affiliation_strings":["University of Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081248593","display_name":"Natascha Just","orcid":"https://orcid.org/0000-0002-0683-1177"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Natascha Just","raw_affiliation_strings":["University of Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037530070","display_name":"Michael Latzer","orcid":"https://orcid.org/0000-0003-1237-8863"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Michael Latzer","raw_affiliation_strings":["University of Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035602511"],"corresponding_institution_ids":["https://openalex.org/I202697423"],"apc_list":null,"apc_paid":null,"fwci":15.9873,"has_fulltext":false,"cited_by_count":266,"citation_normalized_percentile":{"value":0.99095378,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"18","issue":"11","first_page":"2703","last_page":"2722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11499","display_name":"ICT Impact and Policies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11499","display_name":"ICT Impact and Policies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9984999895095825,"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/T10953","display_name":"E-Government and Public Services","score":0.9401999711990356,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/digital-divide","display_name":"Digital divide","score":0.8924615383148193},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.7525217533111572},{"id":"https://openalex.org/keywords/developing-country","display_name":"Developing country","score":0.5148605704307556},{"id":"https://openalex.org/keywords/internet-access","display_name":"Internet access","score":0.481415718793869},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4564383924007416},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3911231458187103},{"id":"https://openalex.org/keywords/demographic-economics","display_name":"Demographic economics","score":0.37904277443885803},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3576400578022003},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.33822503685951233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30506396293640137},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.30199187994003296},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2338283360004425},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.21423500776290894},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16208773851394653}],"concepts":[{"id":"https://openalex.org/C173655357","wikidata":"https://www.wikidata.org/wiki/Q244752","display_name":"Digital divide","level":3,"score":0.8924615383148193},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.7525217533111572},{"id":"https://openalex.org/C83864248","wikidata":"https://www.wikidata.org/wiki/Q177323","display_name":"Developing country","level":2,"score":0.5148605704307556},{"id":"https://openalex.org/C83849155","wikidata":"https://www.wikidata.org/wiki/Q1472399","display_name":"Internet access","level":3,"score":0.481415718793869},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4564383924007416},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3911231458187103},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.37904277443885803},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3576400578022003},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.33822503685951233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30506396293640137},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30199187994003296},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2338283360004425},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.21423500776290894},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16208773851394653},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/1461444815604154","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1461444815604154","pdf_url":null,"source":{"id":"https://openalex.org/S88603889","display_name":"New Media & Society","issn_l":"1461-4448","issn":["1461-4448","1461-7315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Media &amp; Society","raw_type":"journal-article"},{"id":"pmh:doi:10.5167/uzh-112657","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332236","display_name":"Annenberg School for Communication and Journalism, University of Southern California","ror":"https://ror.org/03taz7m60"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1516455611","https://openalex.org/W1537882445","https://openalex.org/W1557790403","https://openalex.org/W1590882763","https://openalex.org/W1627191216","https://openalex.org/W1814389775","https://openalex.org/W1815596065","https://openalex.org/W1977069073","https://openalex.org/W1980697352","https://openalex.org/W1987754428","https://openalex.org/W2000161159","https://openalex.org/W2020266303","https://openalex.org/W2022636084","https://openalex.org/W2024066773","https://openalex.org/W2038310156","https://openalex.org/W2042707277","https://openalex.org/W2053246059","https://openalex.org/W2058267411","https://openalex.org/W2071141511","https://openalex.org/W2071162947","https://openalex.org/W2071666535","https://openalex.org/W2075111741","https://openalex.org/W2084957023","https://openalex.org/W2088229931","https://openalex.org/W2088586850","https://openalex.org/W2098418305","https://openalex.org/W2100347631","https://openalex.org/W2102145433","https://openalex.org/W2105724895","https://openalex.org/W2106454818","https://openalex.org/W2111093795","https://openalex.org/W2112005211","https://openalex.org/W2120799296","https://openalex.org/W2123238778","https://openalex.org/W2123517089","https://openalex.org/W2125728730","https://openalex.org/W2127081335","https://openalex.org/W2128134157","https://openalex.org/W2130653485","https://openalex.org/W2138759835","https://openalex.org/W2143522419","https://openalex.org/W2146275320","https://openalex.org/W2146702897","https://openalex.org/W2149078706","https://openalex.org/W2163180165","https://openalex.org/W2168592523","https://openalex.org/W2582397838","https://openalex.org/W2607657495","https://openalex.org/W2893140710","https://openalex.org/W2992907982","https://openalex.org/W4205325953","https://openalex.org/W4254750752","https://openalex.org/W4285719527","https://openalex.org/W4301225231","https://openalex.org/W4380487091"],"related_works":["https://openalex.org/W2480504747","https://openalex.org/W2131350681","https://openalex.org/W1892542483","https://openalex.org/W2110089736","https://openalex.org/W2258066416","https://openalex.org/W1986694588","https://openalex.org/W2155108771","https://openalex.org/W4252473698","https://openalex.org/W2497363873","https://openalex.org/W3124099282"],"abstract_inverted_index":{"Based":[0],"on":[1,4,12],"representative":[2],"surveys":[3],"Internet":[5,19,31],"use,":[6],"this":[7,109],"article":[8],"advances":[9],"comparative":[10,119],"research":[11],"the":[13,46,49,54,76,87,104,112],"second-level":[14],"digital":[15,55],"divide":[16,56],"by":[17,38],"modeling":[18],"usage":[20,32,60,79],"disparities":[21],"for":[22,71,117],"five":[23,62,105],"countries":[24,106],"with":[25,84],"narrowing":[26],"access":[27,58],"gaps.":[28],"Four":[29],"core":[30],"types":[33],"are":[34],"constructed":[35],"and":[36],"predicted":[37],"sociodemographic":[39],"variables":[40],"in":[41,53,61,78,80],"a":[42,95],"structural":[43],"model.":[44],"Overall,":[45],"findings":[47],"confirm":[48],"recently":[50],"identified":[51],"shift":[52],"from":[57],"to":[59,73,111],"further":[63],"countries.":[64],"Results":[65],"show":[66],"that":[67,94],"sociodemographics":[68],"alone":[69],"account":[70],"up":[72],"half":[74],"of":[75,103,114],"variance":[77],"these":[81],"high-penetration":[82],"countries,":[83],"age":[85],"being":[86],"strongest":[88],"predictor.":[89],"Measurement":[90],"invariance":[91],"tests":[92,116],"indicate":[93],"direct":[96],"comparison":[97],"is":[98],"only":[99],"valid":[100],"between":[101],"three":[102],"explored.":[107],"Methodologically,":[108],"points":[110],"indispensability":[113],"such":[115],"unbiased":[118],"research.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":38},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":35},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
