{"id":"https://openalex.org/W2987292441","doi":"https://doi.org/10.1093/jamia/ocz154","title":"Internet search query data improve forecasts of daily emergency department volume","display_name":"Internet search query data improve forecasts of daily emergency department volume","publication_year":2019,"publication_date":"2019-08-06","ids":{"openalex":"https://openalex.org/W2987292441","doi":"https://doi.org/10.1093/jamia/ocz154","mag":"2987292441","pmid":"https://pubmed.ncbi.nlm.nih.gov/31730701"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocz154","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocz154","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7647136","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016464609","display_name":"Sam Tideman","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sam Tideman","raw_affiliation_strings":["Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069001141","display_name":"Mauricio Santillana","orcid":"https://orcid.org/0000-0002-4206-418X"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mauricio Santillana","raw_affiliation_strings":["Computational Health Informatics Program, Boston Children\u2019s Hospital, Boston, Massachusetts, USA","Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA","Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children\u2019s Hospital, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1288882113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002119222","display_name":"Jonathan Bickel","orcid":"https://orcid.org/0000-0002-2412-4193"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Bickel","raw_affiliation_strings":["Computational Health Informatics Program, Boston Children\u2019s Hospital, Boston, Massachusetts, USA","Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA","Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children\u2019s Hospital, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1288882113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026951561","display_name":"Ben Y. Reis","orcid":"https://orcid.org/0000-0001-9908-5523"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Reis","raw_affiliation_strings":["Computational Health Informatics Program, Boston Children\u2019s Hospital, Boston, Massachusetts, USA","Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA","Predictive Medicine Group, Boston Children\u2019s Hospital and Harvard Medical School, Boston, Massachusetts, USA","Predictive Medicine Group, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts, USA","Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children\u2019s Hospital, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Predictive Medicine Group, Boston Children\u2019s Hospital and Harvard Medical School, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Predictive Medicine Group, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1288882113","https://openalex.org/I136199984"]},{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I1288882113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016464609"],"corresponding_institution_ids":["https://openalex.org/I136199984"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":2.0759,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.87338165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"26","issue":"12","first_page":"1574","last_page":"1583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9797000288963318,"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"}},"topics":[{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9797000288963318,"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"}},{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.011099999770522118,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.001500000013038516,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.5611490607261658},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.515075147151947},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4906877279281616},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.48664507269859314},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43688058853149414},{"id":"https://openalex.org/keywords/nowcasting","display_name":"Nowcasting","score":0.42832356691360474},{"id":"https://openalex.org/keywords/emergency-department","display_name":"Emergency department","score":0.4150514304637909},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37534910440444946},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3354877531528473},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20342552661895752},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.16264545917510986},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1031385064125061}],"concepts":[{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.5611490607261658},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.515075147151947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4906877279281616},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.48664507269859314},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43688058853149414},{"id":"https://openalex.org/C2781013037","wikidata":"https://www.wikidata.org/wiki/Q1433331","display_name":"Nowcasting","level":2,"score":0.42832356691360474},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.4150514304637909},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37534910440444946},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3354877531528473},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20342552661895752},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.16264545917510986},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1031385064125061},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","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}],"mesh":[{"descriptor_ui":"D001900","descriptor_name":"Boston","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001900","descriptor_name":"Boston","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001900","descriptor_name":"Boston","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001900","descriptor_name":"Boston","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006776","descriptor_name":"Hospitals, Pediatric","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006776","descriptor_name":"Hospitals, Pediatric","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006776","descriptor_name":"Hospitals, Pediatric","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006776","descriptor_name":"Hospitals, Pediatric","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057386","descriptor_name":"Search Engine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057386","descriptor_name":"Search Engine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057386","descriptor_name":"Search Engine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057386","descriptor_name":"Search Engine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocz154","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocz154","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:31730701","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31730701","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7647136","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7647136","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7647136","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7647136","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W168071506","https://openalex.org/W1071368427","https://openalex.org/W1229925356","https://openalex.org/W1516144503","https://openalex.org/W1966838298","https://openalex.org/W1968193277","https://openalex.org/W1970414061","https://openalex.org/W1973518279","https://openalex.org/W1973545388","https://openalex.org/W1981921731","https://openalex.org/W1988805691","https://openalex.org/W1998956117","https://openalex.org/W2025642547","https://openalex.org/W2032242065","https://openalex.org/W2037338427","https://openalex.org/W2038804786","https://openalex.org/W2060557082","https://openalex.org/W2068181924","https://openalex.org/W2068227175","https://openalex.org/W2079186575","https://openalex.org/W2080321187","https://openalex.org/W2090079165","https://openalex.org/W2093549181","https://openalex.org/W2099691297","https://openalex.org/W2114180921","https://openalex.org/W2115385268","https://openalex.org/W2117239687","https://openalex.org/W2123253226","https://openalex.org/W2127519617","https://openalex.org/W2130094219","https://openalex.org/W2135046866","https://openalex.org/W2141729499","https://openalex.org/W2148330046","https://openalex.org/W2150179549","https://openalex.org/W2151932005","https://openalex.org/W2154531209","https://openalex.org/W2161123687","https://openalex.org/W2171085746","https://openalex.org/W2263553584","https://openalex.org/W2314109667","https://openalex.org/W2564981842","https://openalex.org/W2572954810","https://openalex.org/W2613571630","https://openalex.org/W2753400983","https://openalex.org/W2783264855","https://openalex.org/W2987292441","https://openalex.org/W2992959546","https://openalex.org/W4230785767","https://openalex.org/W6627813087","https://openalex.org/W6771154757"],"related_works":["https://openalex.org/W2098567841","https://openalex.org/W3124209601","https://openalex.org/W2238969010","https://openalex.org/W2189249776","https://openalex.org/W1526105959","https://openalex.org/W3193710367","https://openalex.org/W3192151831","https://openalex.org/W3148303080","https://openalex.org/W2900639876","https://openalex.org/W2016481459"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Emergency":[1],"departments":[2],"(EDs)":[3],"are":[4],"increasingly":[5],"overcrowded.":[6],"Forecasting":[7],"patient":[8],"visit":[9,66,252],"volume":[10,85,192,212,244,253],"is":[11],"challenging.":[12],"Reliable":[13],"and":[14,23,38,58,75,118,121,132,149,184,229,254,259],"accurate":[15],"forecasting":[16,86,249],"strategies":[17],"may":[18,214],"help":[19,256],"improve":[20,64,80,248,257],"resource":[21],"allocation":[22],"mitigate":[24],"the":[25,35,81,112,159,210,217],"effects":[26],"of":[27,34,83,97,147,179,250],"overcrowding.":[28],"Patterns":[29],"related":[30],"to":[31,44,63,189,196,219],"weather,":[32],"day":[33],"week,":[36],"season,":[37],"holidays":[39],"have":[40],"been":[41],"previously":[42],"used":[43,109],"forecast":[45],"ED":[46,65,84,100,251],"visits.":[47],"Internet":[48],"search":[49,73,211,243],"activity":[50],"has":[51],"proven":[52],"useful":[53],"for":[54,135],"predicting":[55],"disease":[56],"trends":[57],"offers":[59],"a":[60],"new":[61],"opportunity":[62],"forecasting.":[67],"This":[68,239],"study":[69,240],"tests":[70],"whether":[71],"Google":[72,122],"data":[74,90,110,148,165,186,193,213,234,245],"relevant":[76],"statistical":[77],"methods":[78],"can":[79,246],"accuracy":[82,151],"compared":[87],"with":[88,223],"traditional":[89,233],"sources.":[91],"MATERIALS":[92],"AND":[93],"METHODS:":[94],"Seven":[95],"years":[96,146],"historical":[98],"daily":[99],"arrivals":[101],"were":[102,138,142],"collected":[103],"from":[104,111,216],"Boston":[105],"Children's":[106],"Hospital.":[107],"We":[108],"public":[113],"school":[114],"calendar,":[115],"National":[116],"Oceanic":[117],"Atmospheric":[119],"Administration,":[120],"Trends.":[123],"Multiple":[124],"linear":[125],"models":[126,141],"using":[127,154],"LASSO":[128],"(least":[129],"absolute":[130],"shrinkage":[131],"selection":[133,137],"operator)":[134],"variable":[136],"created.":[139],"The":[140,205],"trained":[143],"on":[144,158],"5":[145],"out-of-sample":[150],"was":[152],"judged":[153],"multiple":[155],"error":[156],"metrics":[157],"final":[160],"2":[161],"years.":[162],"RESULTS:":[163],"All":[164],"sources":[166,235],"added":[167],"complementary":[168],"predictive":[169,206],"power.":[170],"Our":[171],"baseline":[172],"day-of-the-week":[173],"model":[174],"recorded":[175],"average":[176],"percent":[177],"errors":[178,188,195],"10.99%.":[180],"Autoregressive":[181],"terms,":[182],"calendar":[183],"weather":[185],"reduced":[187,194],"7.71%.":[190],"Search":[191],"7.58%":[197],"theoretically":[198],"preventing":[199],"4":[200],"improperly":[201],"staffed":[202],"days.":[203],"DISCUSSION:":[204],"power":[207],"provided":[208],"by":[209],"stem":[215],"ability":[218],"capture":[220],"population-level":[221],"interaction":[222],"events,":[224],"such":[225],"as":[226],"winter":[227],"storms":[228],"infectious":[230],"diseases,":[231],"that":[232,242],"alone":[236],"miss.":[237],"CONCLUSIONS:":[238],"demonstrates":[241],"meaningfully":[247],"could":[255],"quality":[258],"reduce":[260],"cost.":[261]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
