{"id":"https://openalex.org/W7163702499","doi":"https://doi.org/10.48550/arxiv.2606.06126","title":"Deterring Searches for Child Sexual Abuse Material on Google Search and Promoting Help-Seeking","display_name":"Deterring Searches for Child Sexual Abuse Material on Google Search and Promoting Help-Seeking","publication_year":2026,"publication_date":"2026-06-04","ids":{"openalex":"https://openalex.org/W7163702499","doi":"https://doi.org/10.48550/arxiv.2606.06126"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.06126","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.06126","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.06126","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137986618","display_name":"Rebecca Umbach","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Umbach, Rebecca","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134324099","display_name":"Griffin Hunt","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hunt, Griffin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137946511","display_name":"John Buckley","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Buckley, John","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135817216","display_name":"Joel Scanlan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Scanlan, Joel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137998551","display_name":"Caoilte \u00d3 Ciardha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ciardha, Caoilte \u00d3","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137987860","display_name":"Ethel Quayle","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quayle, Ethel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031225518","display_name":"Ainslie Heasman","orcid":"https://orcid.org/0000-0002-2940-2885"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heasman, Ainslie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138007935","display_name":"Maximlian von Heyden","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"von Heyden, Maximilian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138014875","display_name":"Elizabeth Letourneau","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Letourneau, Elizabeth","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066836008","display_name":"Donald Findlater","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Findlater, Donald","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091607155","display_name":"Tegan Insoll","orcid":"https://orcid.org/0009-0006-2403-4477"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Insoll, Tegan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137972490","display_name":"Richard Wortley","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wortley, Richard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137938095","display_name":"Chad Steel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steel, Chad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137993443","display_name":"Abhishek Roy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roy, Abhishek","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.5206000208854675,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.5206000208854675,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.20149999856948853,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.03200000151991844,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/status-quo","display_name":"Status quo","score":0.5995000004768372},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4984000027179718},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45829999446868896},{"id":"https://openalex.org/keywords/child-sexual-abuse","display_name":"Child sexual abuse","score":0.44179999828338623},{"id":"https://openalex.org/keywords/sexual-abuse","display_name":"Sexual abuse","score":0.40619999170303345}],"concepts":[{"id":"https://openalex.org/C2776748549","wikidata":"https://www.wikidata.org/wiki/Q201610","display_name":"Status quo","level":2,"score":0.5995000004768372},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4984000027179718},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.46720001101493835},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45829999446868896},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.44519999623298645},{"id":"https://openalex.org/C2994049219","wikidata":"https://www.wikidata.org/wiki/Q26553","display_name":"Child sexual abuse","level":5,"score":0.44179999828338623},{"id":"https://openalex.org/C2992354236","wikidata":"https://www.wikidata.org/wiki/Q43414","display_name":"Sexual abuse","level":4,"score":0.40619999170303345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33649998903274536},{"id":"https://openalex.org/C2993946119","wikidata":"https://www.wikidata.org/wiki/Q167191","display_name":"Child abuse","level":4,"score":0.2985000014305115},{"id":"https://openalex.org/C3018949938","wikidata":"https://www.wikidata.org/wiki/Q17166101","display_name":"Text messaging","level":2,"score":0.29330000281333923},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2922999858856201},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.27219998836517334},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.25859999656677246}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.06126","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.06126","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.06126","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.06126","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.7880070805549622}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Google":[0,58],"Search":[1,59,87],"deploys":[2],"a":[3,28,35,45,53,69,114],"\"Onebox\"":[4],"feature":[5],"at":[6],"the":[7,10,25,64,77,85,101],"top":[8],"of":[9,27,56,96,100,116],"results":[11],"page":[12],"when":[13],"users":[14],"conduct":[15],"searches":[16],"for":[17],"Child":[18],"Sexual":[19],"Abuse":[20],"Material.":[21],"This":[22],"study":[23],"evaluates":[24],"impact":[26],"strategic":[29],"shift":[30],"in":[31,68,80],"this":[32,108],"feature,":[33],"comparing":[34],"revised":[36],"intervention,":[37],"focused":[38,49],"on":[39,50,98],"repercussions":[40],"and":[41,124],"therapeutic":[42,127],"resources,":[43],"to":[44,76,104,126],"previous":[46],"iteration":[47],"that":[48,113],"reporting.":[51],"Using":[52],"difference-in-differences":[54],"analysis":[55],"internal":[57],"logs":[60],"data,":[61],"we":[62],"found":[63,90],"new":[65],"messaging":[66],"resulted":[67],"3.8":[70],"percentage":[71],"point":[72],"reduction":[73],"as":[74],"compared":[75],"status":[78],"quo":[79],"subsequent":[81],"CSAM-related":[82],"queries":[83],"within":[84],"same":[86],"session.":[88],"We":[89],"an":[91],"average":[92],"click":[93],"through":[94],"rate":[95],"0.73%":[97],"any":[99],"hyperlinked":[102],"buttons":[103],"help-providing":[105],"resources.":[106],"Together,":[107],"research":[109],"presents":[110],"convergent":[111],"evidence":[112],"subset":[115],"individuals":[117],"can":[118],"be":[119],"deterred":[120],"from":[121],"ongoing":[122],"CSAM-seeking":[123],"redirected":[125],"services.":[128]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-06-06T00:00:00"}
