{"id":"https://openalex.org/W4210317841","doi":"https://doi.org/10.53383/100332","title":"Use of Google Trends to Predict the Real Estate Market: Evidence from the United Kingdom","display_name":"Use of Google Trends to Predict the Real Estate Market: Evidence from the United Kingdom","publication_year":2021,"publication_date":"2021-12-31","ids":{"openalex":"https://openalex.org/W4210317841","doi":"https://doi.org/10.53383/100332"},"language":"en","primary_location":{"id":"doi:10.53383/100332","doi":"https://doi.org/10.53383/100332","is_oa":true,"landing_page_url":"https://doi.org/10.53383/100332","pdf_url":"https://doi.org/10.53383/100332","source":{"id":"https://openalex.org/S4394736890","display_name":"International Real Estate Review","issn_l":"2154-8919","issn":["2154-8919"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["abdc-c","anvur-scientific","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Real Estate Review","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4210317841"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.53383/100332","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019666766","display_name":"Grzegorz Michal Bulczak","orcid":"https://orcid.org/0000-0002-6139-1389","observed_orcids":["https://orcid.org/0000-0002-6139-1389"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Grzegorz Michal Bulczak","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5019666766"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2482,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.83548989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"24","issue":"4","first_page":"613","last_page":"631"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.88919997215271,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.88919997215271,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.0284000001847744,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10047","display_name":"Financial Markets and Investment Strategies","score":0.016200000420212746,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/google-trends","display_name":"Google Trends","score":0.9990000128746033},{"id":"https://openalex.org/keywords/web-search-data","display_name":"internet search data","score":0.8080000281333923},{"id":"https://openalex.org/keywords/real-estate-prices","display_name":"real estate prices","score":0.8119999766349792},{"id":"https://openalex.org/keywords/behavioral-factors","display_name":"behavioral factors","score":0.5640000104904175},{"id":"https://openalex.org/keywords/investor-decision-making","display_name":"investor decision-making","score":0.8080000281333923}],"concepts":[{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.8900830149650574},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4821726679801941},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.46583905816078186},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44477295875549316},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3261144161224365},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2852136790752411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23513895273208618},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.53383/100332","doi":"https://doi.org/10.53383/100332","is_oa":true,"landing_page_url":"https://doi.org/10.53383/100332","pdf_url":"https://doi.org/10.53383/100332","source":{"id":"https://openalex.org/S4394736890","display_name":"International Real Estate Review","issn_l":"2154-8919","issn":["2154-8919"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["abdc-c","anvur-scientific","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Real Estate Review","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:ire:issued:v:24:n:04:2021:p:613-631","doi":null,"is_oa":false,"landing_page_url":"https://www.gssinst.org/irer/wp-content/uploads/2022/01/v24-no4-4_Use-of-Google-Trends-to-Predict-the-Real-Estate-Market_Evidence-from-the-United-Kingdom.pdf","pdf_url":"https://www.gssinst.org/irer/wp-content/uploads/2022/01/v24-no4-4_Use-of-Google-Trends-to-Predict-the-Real-Estate-Market_Evidence-from-the-United-Kingdom.pdf","source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":{"id":"doi:10.53383/100332","doi":"https://doi.org/10.53383/100332","is_oa":true,"landing_page_url":"https://doi.org/10.53383/100332","pdf_url":"https://doi.org/10.53383/100332","source":{"id":"https://openalex.org/S4394736890","display_name":"International Real Estate Review","issn_l":"2154-8919","issn":["2154-8919"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["abdc-c","anvur-scientific","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Real Estate Review","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5142999887466431,"display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210317841.pdf","grobid_xml":"https://content.openalex.org/works/W4210317841.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1596222673","https://openalex.org/W1834532245","https://openalex.org/W1915629623","https://openalex.org/W1969018809","https://openalex.org/W2036048505","https://openalex.org/W2047711836","https://openalex.org/W2098567841","https://openalex.org/W2101618658","https://openalex.org/W2124686063","https://openalex.org/W2130094219","https://openalex.org/W2147634746","https://openalex.org/W2151932005","https://openalex.org/W2176566274","https://openalex.org/W2263997305","https://openalex.org/W2323881768","https://openalex.org/W2486271310","https://openalex.org/W2492504580","https://openalex.org/W2624604182","https://openalex.org/W2768273372","https://openalex.org/W2782225523","https://openalex.org/W2792382948","https://openalex.org/W2927653054","https://openalex.org/W2951946244","https://openalex.org/W2990540187","https://openalex.org/W3017241122","https://openalex.org/W3021839112","https://openalex.org/W3023583386","https://openalex.org/W3203341049","https://openalex.org/W4230148453"],"related_works":["https://openalex.org/W3159731117","https://openalex.org/W3125012171","https://openalex.org/W1915629623","https://openalex.org/W2203888458","https://openalex.org/W4400830922","https://openalex.org/W3046195221","https://openalex.org/W2057614912","https://openalex.org/W2231270403","https://openalex.org/W4247901314","https://openalex.org/W3153430360"],"abstract_inverted_index":{"This":[0,25,58],"paper":[1],"demonstrates":[2],"how":[3],"Google":[4,31,45,76],"Trends":[5,77],"data":[6,20,34,46,78],"can":[7,47],"be":[8,48],"used":[9],"to":[10,61],"improve":[11],"real":[12,38,86],"estate":[13,39,87],"market":[14,88],"predictions.":[15],"Online":[16],"searches":[17],"produce":[18],"valuable":[19],"that":[21,44,65],"precede":[22],"economic":[23],"decisions.":[24],"study":[26],"explores":[27,66],"the":[28,37,62,67,73],"usefulness":[29],"of":[30,52,69,85],"search":[32],"engine":[33],"in":[35,72],"predicting":[36],"markets.":[40],"The":[41],"results":[42],"indicate":[43],"an":[49,82],"additional":[50],"source":[51],"information":[53],"for":[54],"investors":[55],"and":[56,90],"policymakers.":[57],"analysis":[59],"adds":[60],"existing":[63],"literature":[64],"role":[68],"behavioral":[70],"factors":[71],"decision-making":[74],"process.":[75],"are":[79],"identified":[80],"as":[81],"important":[83],"predictor":[84],"prices":[89],"sales":[91],"volume.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2022-02-08T00:00:00"}