{"id":"https://openalex.org/W2036048505","doi":"https://doi.org/10.1145/1096000.1096010","title":"Using web-based search data to predict macroeconomic statistics","display_name":"Using web-based search data to predict macroeconomic statistics","publication_year":2005,"publication_date":"2005-11-01","ids":{"openalex":"https://openalex.org/W2036048505","doi":"https://doi.org/10.1145/1096000.1096010","mag":"2036048505"},"language":"en","primary_location":{"id":"doi:10.1145/1096000.1096010","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1096000.1096010","pdf_url":null,"source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications of the ACM","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/A5035537893","display_name":"Michael Ettredge","orcid":"https://orcid.org/0000-0002-9915-6245"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Ettredge","raw_affiliation_strings":["University of Kansas, Lawrence"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kansas, Lawrence","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076943367","display_name":"John Gerdes","orcid":"https://orcid.org/0000-0003-0756-3765"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Gerdes","raw_affiliation_strings":["University of California, Riverside"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Riverside","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011049878","display_name":"Gilbert G. Karuga","orcid":null},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gilbert Karuga","raw_affiliation_strings":["University of Kansas, Lawrence"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kansas, Lawrence","institution_ids":["https://openalex.org/I146416000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6756,"has_fulltext":false,"cited_by_count":262,"citation_normalized_percentile":{"value":0.88830262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"48","issue":"11","first_page":"87","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9840999841690063,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9710999727249146,"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/economic-statistics","display_name":"Economic statistics","score":0.6692174673080444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6450391411781311},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5453183650970459},{"id":"https://openalex.org/keywords/unemployment-rate","display_name":"Unemployment rate","score":0.5127290487289429},{"id":"https://openalex.org/keywords/unemployment","display_name":"Unemployment","score":0.506665050983429},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4886625111103058},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.367246150970459},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.19732150435447693},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15482234954833984},{"id":"https://openalex.org/keywords/macroeconomics","display_name":"Macroeconomics","score":0.07138866186141968}],"concepts":[{"id":"https://openalex.org/C77173449","wikidata":"https://www.wikidata.org/wiki/Q1047361","display_name":"Economic statistics","level":2,"score":0.6692174673080444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6450391411781311},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5453183650970459},{"id":"https://openalex.org/C2994488168","wikidata":"https://www.wikidata.org/wiki/Q41171","display_name":"Unemployment rate","level":3,"score":0.5127290487289429},{"id":"https://openalex.org/C2778126366","wikidata":"https://www.wikidata.org/wiki/Q41171","display_name":"Unemployment","level":2,"score":0.506665050983429},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4886625111103058},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.367246150970459},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.19732150435447693},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15482234954833984},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.07138866186141968}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1096000.1096010","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1096000.1096010","pdf_url":null,"source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications of the ACM","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1515372585","https://openalex.org/W1574491349","https://openalex.org/W1983305247","https://openalex.org/W3123267736","https://openalex.org/W3125776494","https://openalex.org/W4240789558","https://openalex.org/W4250591863","https://openalex.org/W6634513845","https://openalex.org/W6662697931","https://openalex.org/W6682135259"],"related_works":["https://openalex.org/W3106685271","https://openalex.org/W1926890542","https://openalex.org/W2355380582","https://openalex.org/W2104127844","https://openalex.org/W3203246407","https://openalex.org/W4318819745","https://openalex.org/W1532598854","https://openalex.org/W3123755682","https://openalex.org/W2465220714","https://openalex.org/W2800310157"],"abstract_inverted_index":{"Tracking":[0],"common":[1],"search":[2],"terms":[3],"used":[4],"on":[5],"the":[6,14],"Web":[7],"can":[8],"produce":[9],"accurate,":[10],"useful":[11],"statistics":[12],"about":[13],"unemployment":[15],"rate.":[16],"We":[17],"hope":[18],"to":[19,23],"extend":[20],"this":[21],"approach":[22],"other":[24],"economic":[25],"statistics.":[26]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":29},{"year":2018,"cited_by_count":23},{"year":2017,"cited_by_count":22},{"year":2016,"cited_by_count":19},{"year":2015,"cited_by_count":29},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":16},{"year":2012,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}