{"id":"https://openalex.org/W2728979536","doi":"https://doi.org/10.1145/3079452.3079471","title":"Risk Factors Linked to Influenza-like Illness as Identified from the Mexican Participatory Surveillance System","display_name":"Risk Factors Linked to Influenza-like Illness as Identified from the Mexican Participatory Surveillance System","publication_year":2017,"publication_date":"2017-07-02","ids":{"openalex":"https://openalex.org/W2728979536","doi":"https://doi.org/10.1145/3079452.3079471","mag":"2728979536"},"language":"en","primary_location":{"id":"doi:10.1145/3079452.3079471","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079452.3079471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 International Conference on Digital Health","raw_type":"proceedings-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/A5021903031","display_name":"Christopher R. Stephens","orcid":"https://orcid.org/0000-0002-2491-606X"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Christopher R. Stephens","raw_affiliation_strings":["Universidad Nacional Autonoma de Mexico, Mexico, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional Autonoma de Mexico, Mexico, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009744438","display_name":"Rocio Rodr\u00edguez-Ram\u00edrez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rocio Rodr\u00edguez-Ram\u00edrez","raw_affiliation_strings":["Intellego Business Intelligence, Mexico, Mexico"],"affiliations":[{"raw_affiliation_string":"Intellego Business Intelligence, Mexico, Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065960134","display_name":"V\u00edctor Mireles","orcid":"https://orcid.org/0000-0003-3264-3687"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Victor Mireles","raw_affiliation_strings":["Universidad Nacional Autonoma de Mexico, Mexico, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional Autonoma de Mexico, Mexico, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003104808","display_name":"Sergio Hern\u00e1ndez-L\u00f3pez","orcid":null},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Sergio Hern\u00e1ndez-L\u00f3pez","raw_affiliation_strings":["Universidad Nacional Autonoma de Mexico, Mexico, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional Autonoma de Mexico, Mexico, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009462471","display_name":"Concepci\u00f3n Garcia-Aguirre","orcid":null},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Concepci\u00f3n Garcia-Aguirre","raw_affiliation_strings":["Universidad Nacional Autonoma de Mexico, Mexico, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional Autonoma de Mexico, Mexico, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024581700","display_name":"Juan Arturo Herrera-Ortiz","orcid":null},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Arturo Herrera-Ortiz","raw_affiliation_strings":["Universidad Nacional Autonoma de Mexico, Mexico, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional Autonoma de Mexico, Mexico, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012624689","display_name":"Natalia B. Mantilla-Berniers","orcid":null},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Natalia B. Mantilla-Berniers","raw_affiliation_strings":["Universidad Nacional Autonoma de Mexico, Mexico, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional Autonoma de Mexico, Mexico, Mexico","institution_ids":["https://openalex.org/I8961855"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5021903031"],"corresponding_institution_ids":["https://openalex.org/I8961855"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1000429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"147","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9998999834060669,"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":0.9998999834060669,"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/T10167","display_name":"Influenza Virus Research Studies","score":0.9993000030517578,"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/T10410","display_name":"COVID-19 epidemiological studies","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.620678186416626},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6024837493896484},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.6011672019958496},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5677182674407959},{"id":"https://openalex.org/keywords/epidemiology","display_name":"Epidemiology","score":0.522259533405304},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5193182826042175},{"id":"https://openalex.org/keywords/disease-surveillance","display_name":"Disease surveillance","score":0.5009384155273438},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.4957760274410248},{"id":"https://openalex.org/keywords/influenza-like-illness","display_name":"Influenza-like illness","score":0.47785040736198425},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.47487279772758484},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4605864882469177},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4249059557914734},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3410722017288208},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24080875515937805},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.12287327647209167},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10833302140235901},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.10671377182006836}],"concepts":[{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.620678186416626},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6024837493896484},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6011672019958496},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5677182674407959},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.522259533405304},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5193182826042175},{"id":"https://openalex.org/C2776480101","wikidata":"https://www.wikidata.org/wiki/Q3555250","display_name":"Disease surveillance","level":3,"score":0.5009384155273438},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.4957760274410248},{"id":"https://openalex.org/C2779954635","wikidata":"https://www.wikidata.org/wiki/Q3508755","display_name":"Influenza-like illness","level":3,"score":0.47785040736198425},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.47487279772758484},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4605864882469177},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4249059557914734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3410722017288208},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24080875515937805},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.12287327647209167},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10833302140235901},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.10671377182006836},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3079452.3079471","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079452.3079471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 International Conference on Digital Health","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G2984317106","display_name":null,"funder_award_id":"60/2010","funder_id":"https://openalex.org/F4320310066","funder_display_name":"Instituto de Ciencia y Tecnolog\u00eda del Distrito Federal"},{"id":"https://openalex.org/G5378996641","display_name":null,"funder_award_id":"Fronteras 2015-2-1093","funder_id":"https://openalex.org/F4320324348","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda, Guatemala"}],"funders":[{"id":"https://openalex.org/F4320310066","display_name":"Instituto de Ciencia y Tecnolog\u00eda del Distrito Federal","ror":"https://ror.org/01fncf688"},{"id":"https://openalex.org/F4320324348","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda, Guatemala","ror":"https://ror.org/03pr08s76"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1596222673","https://openalex.org/W1725287333","https://openalex.org/W1871824309","https://openalex.org/W1969068049","https://openalex.org/W1979172937","https://openalex.org/W1988729025","https://openalex.org/W1991314367","https://openalex.org/W1996634411","https://openalex.org/W1998956117","https://openalex.org/W2003096040","https://openalex.org/W2012620166","https://openalex.org/W2021481766","https://openalex.org/W2051396016","https://openalex.org/W2060873578","https://openalex.org/W2068372477","https://openalex.org/W2072654813","https://openalex.org/W2078137342","https://openalex.org/W2078741425","https://openalex.org/W2100922564","https://openalex.org/W2103086656","https://openalex.org/W2103717752","https://openalex.org/W2110395891","https://openalex.org/W2110495607","https://openalex.org/W2112257737","https://openalex.org/W2113617970","https://openalex.org/W2117239687","https://openalex.org/W2124686063","https://openalex.org/W2128967345","https://openalex.org/W2129067001","https://openalex.org/W2150437808","https://openalex.org/W2151485425","https://openalex.org/W2157725602","https://openalex.org/W2165917674","https://openalex.org/W2184096506","https://openalex.org/W2315861356","https://openalex.org/W2337501117","https://openalex.org/W2412829669","https://openalex.org/W2413156413","https://openalex.org/W2413281804","https://openalex.org/W2613161123"],"related_works":["https://openalex.org/W599478544","https://openalex.org/W1576711507","https://openalex.org/W647896512","https://openalex.org/W3121757313","https://openalex.org/W562084794","https://openalex.org/W4231462739","https://openalex.org/W167390939","https://openalex.org/W4385505472","https://openalex.org/W2065902429","https://openalex.org/W2097879574"],"abstract_inverted_index":{"Internet-based":[0,228],"monitoring":[1,94],"of":[2,24,36,46,51,60,88,105,123,129,154,165,177,223],"influenza-like":[3],"illnesses":[4],"(ILI)":[5],"has":[6],"become":[7],"more":[8],"common":[9],"since":[10],"its":[11,111],"beginnings":[12],"nearly":[13],"a":[14,58,85],"decade":[15],"ago,":[16],"both":[17],"through":[18,69],"estimates":[19],"based":[20,119],"on":[21,120,234],"the":[22,70,89,92,99,124,214],"number":[23],"searches":[25],"for":[26],"influenza-related":[27],"terms":[28],"(e.g.,":[29],"Google":[30],"flu":[31],"trends),":[32],"or":[33],"by":[34,97],"means":[35],"participatory":[37],"surveillance":[38,73],"systems.":[39],"The":[40],"latter,":[41],"often":[42],"seen":[43],"as":[44,108,169,208],"ways":[45],"engaging":[47],"people":[48,178],"in":[49,132,179,188],"matters":[50],"scientific":[52],"and":[53,75,115,162,211],"public":[54,155,180],"health":[55],"importance,":[56],"gather":[57],"wealth":[59],"potentially":[61],"valuable":[62],"epidemiological":[63],"information":[64,225],"complementary":[65],"to":[66,103,141,148,185,216],"that":[67,126,204,221,237],"obtained":[68],"established":[71],"disease":[72,189,235],"networks":[74],"also":[76],"usually":[77],"absent":[78],"from":[79,91,227],"search-based":[80],"web":[81],"algorithms.":[82],"We":[83,219],"present":[84],"statistical":[86],"analysis":[87,222],"data":[90],"Mexican":[93],"website":[95],"\"Reporta\"":[96],"which":[98],"risk":[100,150],"factors":[101,125,136,146],"linked":[102,147],"reporting":[104],"ILI":[106],"symptoms":[107],"outcome":[109],"among":[110],"participants":[112],"are":[113,199,238],"determined,":[114],"interpret":[116],"these":[117],"results":[118,198],"current":[121],"knowledge":[122],"influence":[127],"transmission":[128],"infection":[130,142],"resulting":[131],"disease.":[133,218],"Besides":[134],"standard":[135],"associated":[137],"with":[138,160,174,193,201,242],"enhanced":[139],"susceptibility":[140],"some":[143],"novel":[144,232],"behavioral":[145],"high":[149],"were:":[151],"(i)":[152],"use":[153,164],"transport;":[156],"(ii)":[157],"frequent":[158,191],"contact":[159,173,192],"animals,":[161],"(iii)":[163],"non-standard":[166],"interventions,":[167],"such":[168],"homeopathy.":[170],"While":[171],"close":[172],"large":[175],"groups":[176],"transportation":[181],"is":[182,195],"generally":[183],"assumed":[184],"be":[186],"important":[187],"spread,":[190],"animals":[194,205],"not.":[196],"Our":[197],"consistent":[200],"previous":[202],"observations":[203],"may":[206,230],"serve":[207],"mobile":[209],"fomites":[210],"hence":[212],"increase":[213],"propensity":[215],"develop":[217],"conclude":[220],"rich":[224],"sets":[226],"systems":[229],"suggest":[231],"ideas":[233],"spread":[236],"worth":[239],"following":[240],"up":[241],"field":[243],"research.":[244]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}