{"id":"https://openalex.org/W4406129085","doi":"https://doi.org/10.3389/fdata.2024.1365417","title":"Exploring infodemiology: unraveling the intricate relationships among stress, headaches, migraines, and suicide through Google Trends analysis","display_name":"Exploring infodemiology: unraveling the intricate relationships among stress, headaches, migraines, and suicide through Google Trends analysis","publication_year":2025,"publication_date":"2025-01-07","ids":{"openalex":"https://openalex.org/W4406129085","doi":"https://doi.org/10.3389/fdata.2024.1365417","pmid":"https://pubmed.ncbi.nlm.nih.gov/39839157"},"language":"en","primary_location":{"id":"doi:10.3389/fdata.2024.1365417","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdata.2024.1365417","pdf_url":"https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2024.1365417/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2024.1365417/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033440098","display_name":"Rapuru Rushendran","orcid":"https://orcid.org/0000-0002-0425-9613"},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rapuru Rushendran","raw_affiliation_strings":["Department of Pharmacology, SRM College of Pharmacy, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmacology, SRM College of Pharmacy, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104266313","display_name":"Vellapandian Chitra","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vellapandian Chitra","raw_affiliation_strings":["Department of Pharmacology, SRM College of Pharmacy, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmacology, SRM College of Pharmacy, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, India","institution_ids":["https://openalex.org/I145286018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5104266313"],"corresponding_institution_ids":["https://openalex.org/I145286018"],"apc_list":{"value":1285,"currency":"USD","value_usd":1285},"apc_paid":{"value":1285,"currency":"USD","value_usd":1285},"fwci":2.2179,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85764627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"1365417","last_page":"1365417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9211000204086304,"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":0.9211000204086304,"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/T10737","display_name":"Health Literacy and Information Accessibility","score":0.01489999983459711,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.006399999838322401,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/headaches","display_name":"Headaches","score":0.6725024580955505},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.418100506067276},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32177025079727173},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.29401421546936035}],"concepts":[{"id":"https://openalex.org/C2780966972","wikidata":"https://www.wikidata.org/wiki/Q86","display_name":"Headaches","level":2,"score":0.6725024580955505},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.418100506067276},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32177025079727173},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.29401421546936035}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdata.2024.1365417","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdata.2024.1365417","pdf_url":"https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2024.1365417/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},{"id":"pmid:39839157","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39839157","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":"Frontiers in big data","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11747232","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11747232","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11747232/pdf/fdata-07-1365417.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Big Data","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:1571f51ae71e4086bcbdbd981a5040dd","is_oa":true,"landing_page_url":"https://doaj.org/article/1571f51ae71e4086bcbdbd981a5040dd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Big Data, Vol 7 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fdata.2024.1365417","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdata.2024.1365417","pdf_url":"https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2024.1365417/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320317486","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/037skf023"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406129085.pdf","grobid_xml":"https://content.openalex.org/works/W4406129085.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W60830408","https://openalex.org/W1979415737","https://openalex.org/W2011292165","https://openalex.org/W2013563828","https://openalex.org/W2105397230","https://openalex.org/W2156331665","https://openalex.org/W2279073929","https://openalex.org/W2801554015","https://openalex.org/W2886368623","https://openalex.org/W2887511219","https://openalex.org/W2889790655","https://openalex.org/W2907829080","https://openalex.org/W2980478286","https://openalex.org/W3013568653","https://openalex.org/W3019137756","https://openalex.org/W3037960575","https://openalex.org/W3109205774","https://openalex.org/W3126972557","https://openalex.org/W3134663556","https://openalex.org/W3173209949","https://openalex.org/W3173267185","https://openalex.org/W3213524987","https://openalex.org/W4210862213","https://openalex.org/W4223437809","https://openalex.org/W4226056397","https://openalex.org/W4283658972","https://openalex.org/W4294123804","https://openalex.org/W4318541705","https://openalex.org/W4360866705","https://openalex.org/W4366548516","https://openalex.org/W4383873020","https://openalex.org/W4386968596","https://openalex.org/W6757627125","https://openalex.org/W6769560845"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":{"Introduction:":[0],"Google":[1,66,247],"Trends":[2,67,248],"has":[3],"emerged":[4],"as":[5],"a":[6,146],"vital":[7],"resource":[8],"for":[9,68,92,163,171,215,274],"understanding":[10],"public":[11,31,181,204,243,302],"information-seeking":[12],"behavior.":[13,206],"This":[14],"study":[15,40,192],"investigates":[16],"the":[17,39,51,57,69,132,140,161,167,194,213,225,229,239,253,260,272,296],"interconnected":[18,195],"search":[19,47,70,133,149,205,222],"trends":[20],"of":[21,53,197,232,241,284,298],"stress,":[22,172,198,264],"headaches,":[23,173,199,265],"migraines,":[24,200,266],"and":[25,33,43,49,75,90,94,104,114,137,174,201,209,238,267,279],"suicide,":[26],"highlighting":[27],"their":[28],"relevance":[29],"to":[30,85,110,122,291],"health":[32,237,244,277],"mental":[34,184,236,276],"well-being.":[35],"By":[36],"employing":[37],"infodemiology,":[38],"explores":[41],"temporal":[42],"geographical":[44],"patterns":[45,208],"in":[46,148,160,183,203,221,256],"behavior":[48],"examines":[50],"impact":[52,231,297],"global":[54,233],"events":[55],"like":[56],"COVID-19":[58,168,226],"pandemic.":[59],"Methods:":[60],"Data":[61],"mining":[62],"was":[63,88],"conducted":[64],"using":[65],"terms":[71],"\"stress,\"":[72],"\"headache,\"":[73],"\"migraine,\"":[74],"\"suicide.\"":[76],"Relative":[77],"Search":[78],"Volume":[79],"(RSV)":[80],"data":[81],"from":[82],"October":[83,86],"2013":[84],"2023":[87],"collected":[89],"adjusted":[91],"time":[93],"location.":[95],"Statistical":[96],"analyses,":[97],"including":[98],"Pearson":[99],"correlation":[100],"tests,":[101,107],"linear":[102],"regression,":[103],"seasonal":[105,115],"Mann-Kendall":[106],"were":[108,119,129],"applied":[109],"identify":[111],"correlations,":[112],"trends,":[113],"variations.":[116],"Geographical":[117,154],"differences":[118],"also":[120],"analyzed":[121],"understand":[123],"regional":[124,210],"disparities.":[125],"Results:":[126],"Significant":[127],"correlations":[128],"observed":[130,219],"among":[131],"terms,":[134],"with":[135],"\"migraine\"":[136],"\"suicide\"":[138],"showing":[139],"strongest":[141],"association.":[142],"Seasonal":[143,207],"variations":[144,211],"revealed":[145],"peak":[147],"volumes":[150],"during":[151,187,224,282],"winter":[152],"months.":[153],"analysis":[155],"highlighted":[156],"consistently":[157],"high":[158],"RSV":[159],"Philippines":[162],"all":[164],"terms.":[165],"During":[166],"pandemic,":[169],"searches":[170],"migraines":[175],"showed":[176],"notable":[177],"increases,":[178],"reflecting":[179],"heightened":[180,285],"interest":[182,255],"health-related":[185,257],"topics":[186],"this":[188],"period.":[189],"Discussion:":[190],"The":[191,218,269],"underscores":[193],"nature":[196],"suicide":[202],"emphasize":[212],"need":[214,273],"targeted":[216],"interventions.":[217],"surge":[220],"volume":[223],"pandemic":[227],"highlights":[228],"profound":[230],"crises":[234],"on":[235,301],"importance":[240],"timely":[242],"responses.":[245],"Conclusion:":[246],"provides":[249],"valuable":[250],"insights":[251],"into":[252],"public's":[254],"topics,":[258],"demonstrating":[259],"intricate":[261],"relationship":[262],"between":[263],"suicide.":[268],"findings":[270],"highlight":[271],"increased":[275],"awareness":[278],"interventions,":[280],"particularly":[281],"times":[283],"stress.":[286],"Further":[287],"research":[288],"is":[289],"essential":[290],"develop":[292],"strategies":[293],"that":[294],"mitigate":[295],"these":[299],"stressors":[300],"health.":[303]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
