Google Trends: A Web-Based Tool for Real-Time Surveillance of Disease Outbreaks
Google Flu Trends can detect regional outbreaks of influenza 7–10 days before conventional Centers for Disease Control and Prevention surveillance systems. We describe the Google Trends tool, explain how the data are processed, present examples, and discuss its strengths and limitations. Google Tren...
Saved in:
| Published in | Clinical infectious diseases Vol. 49; no. 10; pp. 1557 - 1564 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Oxford
The University of Chicago Press
15.11.2009
University of Chicago Press Oxford University Press |
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | Google Flu Trends can detect regional outbreaks of influenza 7–10 days before conventional Centers for Disease Control and Prevention surveillance systems. We describe the Google Trends tool, explain how the data are processed, present examples, and discuss its strengths and limitations. Google Trends shows great promise as a timely, robust, and sensitive surveillance system. It is best used for surveillance of epidemics and diseases with high prevalences and is currently better suited to track disease activity in developed countries, because to be most effective, it requires large populations of Web search users. Spikes in search volume are currently hard to interpret but have the benefit of increasing vigilance. Google should work with public health care practitioners to develop specialized tools, using Google Flu Trends as a blueprint, to track infectious diseases. Suitable Web search query proxies for diseases need to be established for specialized tools or syndromic surveillance. This unique and innovative technology takes us one step closer to true real-time outbreak surveillance. |
|---|---|
| AbstractList | Google Flu Trends can detect regional outbreaks of influenza 7–10 days before conventional Centers for Disease Control and Prevention surveillance systems. We describe the Google Trends tool, explain how the data are processed, present examples, and discuss its strengths and limitations. Google Trends shows great promise as a timely, robust, and sensitive surveillance system. It is best used for surveillance of epidemics and diseases with high prevalences and is currently better suited to track disease activity in developed countries, because to be most effective, it requires large populations of Web search users. Spikes in search volume are currently hard to interpret but have the benefit of increasing vigilance. Google should work with public health care practitioners to develop specialized tools, using Google Flu Trends as a blueprint, to track infectious diseases. Suitable Web search query proxies for diseases need to be established for specialized tools or syndromic surveillance. This unique and innovative technology takes us one step closer to true real-time outbreak surveillance. Google Flu Trends can detect regional outbreaks of influenza 7-10 days before conventional Centers for Disease Control and Prevention surveillance systems. We describe the Google Trends tool, explain how the data are processed, present examples, and discuss its strengths and limitations. Google Trends shows great promise as a timely, robust, and sensitive surveillance system. It is best used for surveillance of epidemics and diseases with high prevalences and is currently better suited to track disease activity in developed countries, because to be most effective, it requires large populations of Web search users. Spikes in search volume are currently hard to interpret but have the benefit of increasing vigilance. Google should work with public health care practitioners to develop specialized tools, using Google Flu Trends as a blueprint, to track infectious diseases. Suitable Web search query proxies for diseases need to be established for specialized tools or syndromic surveillance. This unique and innovative technology takes us one step closer to true real-time outbreak surveillance. [PUBLICATION ABSTRACT] |
| Author | Mylonakis, Eleftherios Carneiro, Herman Anthony |
| Author_xml | – sequence: 1 givenname: Herman Anthony surname: Carneiro fullname: Carneiro, Herman Anthony organization: Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts – sequence: 2 givenname: Eleftherios surname: Mylonakis fullname: Mylonakis, Eleftherios email: emylonakis@partners.org organization: Division of Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=22121881$$DView record in Pascal Francis https://www.ncbi.nlm.nih.gov/pubmed/19845471$$D View this record in MEDLINE/PubMed |
| BookMark | eNqF0d9r1TAUB_AgE_dD_Q-UbKB7qiZN0iS-bdPtClcuuIriS0ibE-ldb3NNWnH_vS29bDCQPSVwPnyTc84h2utCBwi9pOQdJap4XzCSE_IEHVDBZFYITffGOxEq44qpfXSY0poQShURz9A-1YoLLukBWl2F8KsFXEboXPqAz_B3qLJzm8DhMoQW-xDxV7BtVjYbwNdD_ANN29quBhw8_tgkGC1eDX0Vwd6k5-ipt22CF7vzCH27_FReLLLl6urzxdkyq7lgfaZIzgWpuZQauBW24LljjgvvLXHWKepJVTsrHYNKeW5rKXztvSZF4bz2lh2h0zl3G8PvAVJvNk2qYfoZhCEZKcYGCZf6cck4JURSNsqTB3IdhtiNbZicai1zSaa4tzOqY0gpgjfb2GxsvDWUmGkVZl7FCF_v0oZqA-6e7WY_gjc7YFNtWx_HoTbpzuU5zalSkzueXRi2_3_s1WzWqQ_xPmOcr2Z6qmdzvUk9_L2r23hjCsmkMIsfP831JVt8YXlpluwf3kiyPw |
| CODEN | CIDIEL |
| CitedBy_id | crossref_primary_10_3390_ijerph17124540 crossref_primary_10_1016_j_jaad_2020_04_173 crossref_primary_10_1038_s41598_022_20844_x crossref_primary_10_1007_s00500_019_04036_w crossref_primary_10_2196_jmir_3024 crossref_primary_10_1016_j_jad_2021_06_086 crossref_primary_10_46557_001c_74860 crossref_primary_10_1016_j_yebeh_2013_10_013 crossref_primary_10_1377_hlthaff_2014_0007 crossref_primary_10_2139_ssrn_2689852 crossref_primary_10_1093_jamia_ocz154 crossref_primary_10_4018_IJRQEH_2019100101 crossref_primary_10_1002_psp_2581 crossref_primary_10_1007_s10530_019_02065_y crossref_primary_10_1016_j_compedu_2014_04_001 crossref_primary_10_1080_10826084_2023_2247056 crossref_primary_10_1038_srep36503 crossref_primary_10_1016_j_ijid_2020_06_028 crossref_primary_10_3389_fpubh_2023_1141688 crossref_primary_10_1061__ASCE_ME_1943_5479_0000583 crossref_primary_10_2196_jmir_4220 crossref_primary_10_1111_head_14444 crossref_primary_10_1111_ssqu_12075 crossref_primary_10_2202_1944_2866_1044 crossref_primary_10_3390_jof5020044 crossref_primary_10_1016_j_arth_2017_03_053 crossref_primary_10_1007_s00296_020_04728_9 crossref_primary_10_1111_cobi_12131 crossref_primary_10_1016_j_worlddev_2020_105112 crossref_primary_10_1108_AJIM_01_2019_0029 crossref_primary_10_2196_11361 crossref_primary_10_1016_j_jocn_2015_02_006 crossref_primary_10_1038_s41598_022_13663_7 crossref_primary_10_3390_bdcc7040171 crossref_primary_10_1186_s12889_020_09059_9 crossref_primary_10_1016_j_annemergmed_2014_10_008 crossref_primary_10_2139_ssrn_4057988 crossref_primary_10_1002_fsn3_622 crossref_primary_10_1016_j_drugpo_2011_12_003 crossref_primary_10_1108_JES_11_2017_0346 crossref_primary_10_1108_IntR_04_2014_0104 crossref_primary_10_1080_1040841X_2018_1444013 crossref_primary_10_1371_journal_pone_0109583 crossref_primary_10_1108_OIR_10_2015_0341 crossref_primary_10_1140_epjds_s13688_016_0094_0 crossref_primary_10_2174_1573411018666220601100003 crossref_primary_10_1016_j_physa_2020_124944 crossref_primary_10_1007_s10640_020_00445_w crossref_primary_10_1186_1471_2458_11_252 crossref_primary_10_1371_journal_pone_0064323 crossref_primary_10_1016_j_jretai_2016_08_001 crossref_primary_10_1109_ACCESS_2019_2928122 crossref_primary_10_2196_mental_9152 crossref_primary_10_1016_j_ajem_2014_05_052 crossref_primary_10_1016_j_simpat_2018_10_013 crossref_primary_10_5406_15351882_135_535_02 crossref_primary_10_2139_ssrn_2518603 crossref_primary_10_3917_jie_pr1_0092 crossref_primary_10_1093_ijpor_edv026 crossref_primary_10_1088_1748_9326_aaba82 crossref_primary_10_7189_jogh_10_010403 crossref_primary_10_1371_journal_pone_0122963 crossref_primary_10_2196_jmir_3186 crossref_primary_10_1590_0102_311x00033417 crossref_primary_10_1590_0102_311X00072814 crossref_primary_10_1007_s11135_020_01089_0 crossref_primary_10_1111_tbj_12864 crossref_primary_10_1371_journal_pcbi_1003892 crossref_primary_10_1111_jcal_12077 crossref_primary_10_33631_sabd_1055491 crossref_primary_10_1016_j_physrep_2019_07_001 crossref_primary_10_1177_20552076231220787 crossref_primary_10_1093_cid_cir883 crossref_primary_10_2196_13439 crossref_primary_10_2139_ssrn_2412564 crossref_primary_10_2139_ssrn_2031695 crossref_primary_10_3389_fvets_2021_647308 crossref_primary_10_3390_plants9091248 crossref_primary_10_2196_jmir_4392 crossref_primary_10_2196_24445 crossref_primary_10_1186_s12879_017_2300_5 crossref_primary_10_1007_s11187_018_0103_8 crossref_primary_10_1007_s40171_016_0147_z crossref_primary_10_1080_21645515_2017_1264742 crossref_primary_10_16967_23898186_843 crossref_primary_10_1371_journal_pone_0206825 crossref_primary_10_1109_JBHI_2023_3234818 crossref_primary_10_1016_j_yebeh_2013_11_020 crossref_primary_10_1057_s41599_023_02183_y crossref_primary_10_1017_dmp_2016_170 crossref_primary_10_1108_IMDS_04_2017_0154 crossref_primary_10_3390_idr13020040 crossref_primary_10_4258_hir_2020_26_3_175 crossref_primary_10_1371_journal_pbio_3000146 crossref_primary_10_3414_ME12_02_0010 crossref_primary_10_1016_j_heliyon_2021_e07475 crossref_primary_10_1097_MD_0000000000020005 crossref_primary_10_1371_journal_pone_0152117 crossref_primary_10_3897_neobiota_73_80359 crossref_primary_10_1016_j_orhc_2015_03_001 crossref_primary_10_1146_annurev_publhealth_040119_094402 crossref_primary_10_1109_MIS_2015_56 crossref_primary_10_1155_2014_503295 crossref_primary_10_1097_PEC_0000000000002442 crossref_primary_10_1371_journal_pone_0127084 crossref_primary_10_1007_s12144_022_03393_4 crossref_primary_10_1136_amiajnl_2014_002669 crossref_primary_10_1016_j_soard_2013_10_007 crossref_primary_10_3390_su14116876 crossref_primary_10_1016_j_iimb_2022_07_003 crossref_primary_10_2196_jmir_3156 crossref_primary_10_1111_psj_12050 crossref_primary_10_3233_JEM_180458 crossref_primary_10_1016_j_amjoto_2018_07_012 crossref_primary_10_1016_j_tibtech_2012_05_001 crossref_primary_10_2200_S00791ED1V01Y201707ICR060 crossref_primary_10_1016_j_jaad_2016_09_046 crossref_primary_10_1257_aeri_20210456 crossref_primary_10_2196_26644 crossref_primary_10_3390_tropicalmed3040118 crossref_primary_10_1371_journal_pone_0055205 crossref_primary_10_1016_j_sleep_2017_06_017 crossref_primary_10_2196_34982 crossref_primary_10_1128_CMR_00049_14 crossref_primary_10_1007_s10072_016_2501_5 crossref_primary_10_3390_bdcc6020060 crossref_primary_10_1186_s13047_015_0074_9 crossref_primary_10_24857_rgsa_v17n5_015 crossref_primary_10_3390_bs12070223 crossref_primary_10_5596_c2012_025 crossref_primary_10_1007_s12652_020_02617_4 crossref_primary_10_2139_ssrn_4656839 crossref_primary_10_2196_jmir_4516 crossref_primary_10_3390_jrfm15020066 crossref_primary_10_1371_journal_pcbi_1004928 crossref_primary_10_2196_jmir_3416 crossref_primary_10_1007_s10916_020_1526_8 crossref_primary_10_1111_jssr_12717 crossref_primary_10_3390_ijerph192013275 crossref_primary_10_1038_s41746_020_0222_x crossref_primary_10_1093_pubmed_fdt128 crossref_primary_10_3145_epi_2010_may_06 crossref_primary_10_1590_1678_69712017_administracao_v18n2p184_210 crossref_primary_10_1002_wics_1372 crossref_primary_10_1186_s12885_017_3828_x crossref_primary_10_1371_journal_pdig_0000462 crossref_primary_10_1177_0008429819854353 crossref_primary_10_1007_s10115_021_01561_9 crossref_primary_10_1186_s12879_020_05740_x crossref_primary_10_2478_remav_2024_0025 crossref_primary_10_3389_fpsyg_2024_1386350 crossref_primary_10_1371_journal_pone_0201933 crossref_primary_10_1016_j_jpolmod_2021_09_011 crossref_primary_10_1016_S1473_3099_13_70244_5 crossref_primary_10_2196_10677 crossref_primary_10_1371_journal_pone_0192141 crossref_primary_10_1038_s43856_022_00184_7 crossref_primary_10_1016_j_wjorl_2020_05_003 crossref_primary_10_1186_1471_2458_14_850 crossref_primary_10_2196_19374 crossref_primary_10_14694_EdBook_AM_2015_35_28 crossref_primary_10_3390_tropicalmed8020075 crossref_primary_10_1371_journal_pone_0011292 crossref_primary_10_1007_s40070_015_0046_0 crossref_primary_10_1177_0049124115610348 crossref_primary_10_1146_annurev_publhealth_010720_021049 crossref_primary_10_1016_j_envsci_2022_03_018 crossref_primary_10_1016_j_jpubeco_2020_104346 crossref_primary_10_1038_s41598_019_56385_z crossref_primary_10_1016_j_chb_2012_06_005 crossref_primary_10_3390_analytics1020014 crossref_primary_10_1111_ssqu_12449 crossref_primary_10_1038_s41598_021_85873_4 crossref_primary_10_23736_S2724_6612_21_02190_4 crossref_primary_10_1093_jpids_pix004 crossref_primary_10_1016_j_prevetmed_2015_05_012 crossref_primary_10_1371_journal_pone_0246949 crossref_primary_10_1016_S0151_9638_10_70039_9 crossref_primary_10_1177_07311214211001906 crossref_primary_10_2196_20588 crossref_primary_10_2196_jmir_4969 crossref_primary_10_1016_j_msard_2014_02_005 crossref_primary_10_2196_32364 crossref_primary_10_1016_j_anai_2014_07_015 crossref_primary_10_1080_26410397_2021_1883804 crossref_primary_10_1371_journal_pone_0181266 crossref_primary_10_2139_ssrn_1525205 crossref_primary_10_1016_j_jbi_2020_103500 crossref_primary_10_1016_j_tourman_2019_01_021 crossref_primary_10_54617_adoklinikbilimler_1378090 crossref_primary_10_2196_58630 crossref_primary_10_1186_s12889_024_19341_9 crossref_primary_10_1016_j_ijid_2017_07_020 crossref_primary_10_3389_fpubh_2020_00395 crossref_primary_10_1057_s41599_019_0317_7 crossref_primary_10_3390_s21144665 crossref_primary_10_1186_s12879_015_0789_z crossref_primary_10_1371_journal_pdig_0000271 crossref_primary_10_4047_jkap_2021_59_2_164 crossref_primary_10_14712_1803_8220_12_2020 crossref_primary_10_3389_frma_2022_1003972 crossref_primary_10_1038_s42256_022_00538_9 crossref_primary_10_1016_j_irfa_2016_03_015 crossref_primary_10_1097_FAD_0000000000000004 crossref_primary_10_1007_s00228_015_1969_x crossref_primary_10_1016_j_tifs_2012_10_006 crossref_primary_10_1371_journal_pone_0081422 crossref_primary_10_1017_pan_2021_7 crossref_primary_10_1080_16184742_2021_1926526 crossref_primary_10_2196_42292 crossref_primary_10_1111_bcp_12746 crossref_primary_10_2196_publichealth_8610 crossref_primary_10_1038_s41598_022_18514_z crossref_primary_10_29337_ijdh_41 crossref_primary_10_3389_fvets_2017_00098 crossref_primary_10_1177_1532440012438889 crossref_primary_10_3201_eid1610_100840 crossref_primary_10_5021_ad_2014_26_5_641 crossref_primary_10_1016_j_jce_2022_02_004 crossref_primary_10_1016_j_techfore_2017_11_009 crossref_primary_10_1177_0033354917709784 crossref_primary_10_2214_AJR_15_14840 crossref_primary_10_1684_epd_2015_0772 crossref_primary_10_1136_bmjspcare_2016_001171 crossref_primary_10_1126_sciadv_abd6989 crossref_primary_10_1038_s41598_023_47010_1 crossref_primary_10_3109_00048674_2011_623660 crossref_primary_10_1186_s40249_015_0090_9 crossref_primary_10_1177_1527002520988329 crossref_primary_10_2139_ssrn_2700323 crossref_primary_10_26559_mersinsbd_842118 crossref_primary_10_1177_11206721211042551 crossref_primary_10_1183_13993003_00762_2019 crossref_primary_10_1146_annurev_polisci_052615_025542 crossref_primary_10_1016_j_yebeh_2015_02_029 crossref_primary_10_1080_00091383_2012_691864 crossref_primary_10_3402_gha_v9_31620 crossref_primary_10_2139_ssrn_2713633 crossref_primary_10_1097_EDE_0b013e3181e080cd crossref_primary_10_2196_cancer_5212 crossref_primary_10_3390_su10103414 crossref_primary_10_1017_S1368980020001597 crossref_primary_10_1093_cid_cis121 crossref_primary_10_1080_09286586_2022_2119260 crossref_primary_10_1186_s12889_022_14625_4 crossref_primary_10_3389_fpubh_2022_971525 crossref_primary_10_1111_poms_13064 crossref_primary_10_1016_j_respe_2015_01_072 crossref_primary_10_1080_13669877_2017_1281330 crossref_primary_10_1080_17539153_2014_954821 crossref_primary_10_1371_journal_pone_0148489 crossref_primary_10_2196_13090 crossref_primary_10_1007_BF03404053 crossref_primary_10_2196_jmir_9366 crossref_primary_10_3201_eid1608_100093 crossref_primary_10_1038_nrg_2017_88 crossref_primary_10_2196_publichealth_9176 crossref_primary_10_1016_j_jebo_2023_07_013 crossref_primary_10_2139_ssrn_1975897 crossref_primary_10_4137_BII_S31559 crossref_primary_10_1371_journal_pone_0165924 crossref_primary_10_52547_payesh_20_2_237 crossref_primary_10_1007_s00038_014_0581_7 crossref_primary_10_1136_tobaccocontrol_2013_051276 crossref_primary_10_1016_S2468_2667_23_00219_0 crossref_primary_10_1016_j_puhe_2018_09_001 crossref_primary_10_1016_j_jpubeco_2017_07_003 crossref_primary_10_3390_nu13041069 crossref_primary_10_3390_ijgi3020481 crossref_primary_10_1111_j_1537_2995_2011_03084_x crossref_primary_10_1186_1476_072X_11_16 crossref_primary_10_1111_hir_12216 crossref_primary_10_1002_2017EF000680 crossref_primary_10_1089_cyber_2018_0488 crossref_primary_10_2139_ssrn_2668490 crossref_primary_10_53011_JMRO_2023_01_05 crossref_primary_10_1016_j_simpat_2019_101957 crossref_primary_10_1016_j_drudis_2012_10_006 crossref_primary_10_1038_srep37294 crossref_primary_10_11627_jksie_2023_46_4_032 crossref_primary_10_1213_ANE_0000000000001614 crossref_primary_10_1016_j_dci_2017_01_025 crossref_primary_10_1177_0194599814560149 crossref_primary_10_1287_mksc_1110_0662 crossref_primary_10_14192_kjnic_2016_21_1_1 crossref_primary_10_1016_j_ijmedinf_2017_05_003 crossref_primary_10_1287_serv_2013_0046 crossref_primary_10_1016_j_jpubeco_2019_03_005 crossref_primary_10_3389_fdgth_2021_707902 crossref_primary_10_1016_j_yebeh_2014_01_019 crossref_primary_10_1038_s41746_021_00407_6 crossref_primary_10_1371_journal_pone_0048666 crossref_primary_10_3390_pathogens12111332 crossref_primary_10_1186_s12889_021_11615_w crossref_primary_10_1590_1678_4324_2022210648 crossref_primary_10_1016_j_jvacx_2022_100152 crossref_primary_10_1057_s41599_020_0532_2 crossref_primary_10_1111_bjet_12494 crossref_primary_10_1017_S0031182021000962 crossref_primary_10_1093_jme_tjv158 crossref_primary_10_1097_MAO_0000000000001115 crossref_primary_10_1177_0033294117736318 crossref_primary_10_3390_biomedinformatics3040069 crossref_primary_10_1017_S0950268820001193 crossref_primary_10_1109_ACCESS_2020_2983799 crossref_primary_10_1177_17579139221136720 crossref_primary_10_1007_s10531_014_0757_8 crossref_primary_10_1007_s11069_015_1961_x crossref_primary_10_2196_19791 crossref_primary_10_1016_j_jbi_2016_05_005 crossref_primary_10_1007_s12525_016_0244_z crossref_primary_10_1016_j_bdr_2015_02_002 crossref_primary_10_1080_16549716_2018_1552652 crossref_primary_10_3390_ijerph19116619 crossref_primary_10_9709_JKSS_2014_23_4_031 crossref_primary_10_1093_cid_cit022 crossref_primary_10_1016_j_urology_2011_01_010 crossref_primary_10_1111_pcn_13118 crossref_primary_10_55179_dusbed_1193852 crossref_primary_10_1016_j_chieco_2023_101946 crossref_primary_10_1016_j_ajem_2010_11_027 crossref_primary_10_1007_s10620_020_06290_7 crossref_primary_10_1136_bmjopen_2019_034156 crossref_primary_10_1093_clinchem_hvaa222 crossref_primary_10_1111_ans_14772 crossref_primary_10_3390_computation11110234 crossref_primary_10_1177_0962280218805780 crossref_primary_10_3389_fvets_2018_00263 crossref_primary_10_1057_s41599_021_00914_7 crossref_primary_10_1016_S1042_0991_15_31262_7 crossref_primary_10_1038_s41598_020_68095_y crossref_primary_10_1159_000485107 crossref_primary_10_1177_0268355514542681 crossref_primary_10_1016_j_jdin_2021_08_003 crossref_primary_10_2139_ssrn_3740143 crossref_primary_10_5817_CP2015_4_4 crossref_primary_10_1016_j_aogh_2017_09_005 crossref_primary_10_1080_13504851_2014_995359 crossref_primary_10_1080_21645515_2022_2100173 crossref_primary_10_1016_j_arth_2020_05_051 crossref_primary_10_1080_1331677X_2020_1863830 crossref_primary_10_1371_journal_pone_0267818 crossref_primary_10_1177_0194599815601650 crossref_primary_10_2196_jmir_2503 crossref_primary_10_1016_j_physa_2015_02_057 crossref_primary_10_1017_S1368980021003232 crossref_primary_10_2196_jmir_2740 crossref_primary_10_1093_gigascience_giaa085 crossref_primary_10_1016_j_resuscitation_2010_07_020 crossref_primary_10_1016_j_aqrep_2020_100508 crossref_primary_10_1109_TITS_2022_3172442 crossref_primary_10_1371_journal_pone_0152802 crossref_primary_10_37990_medr_1297452 crossref_primary_10_1016_j_vaccine_2016_01_008 crossref_primary_10_1038_s41598_020_62517_7 crossref_primary_10_1016_j_jacr_2013_06_023 crossref_primary_10_1016_j_jjimei_2024_100220 crossref_primary_10_26559_mersinsbd_691939 crossref_primary_10_3390_su142416785 crossref_primary_10_2196_35034 crossref_primary_10_7759_cureus_25906 crossref_primary_10_1186_s13756_018_0359_4 crossref_primary_10_1007_s40139_017_0123_0 crossref_primary_10_1111_cobi_14050 crossref_primary_10_1177_0047287513500391 crossref_primary_10_1109_TSP_2016_2646667 crossref_primary_10_1136_bmjopen_2014_006678 crossref_primary_10_3390_nu15173773 crossref_primary_10_1080_10826084_2021_1936054 crossref_primary_10_1016_j_heliyon_2023_e19843 crossref_primary_10_1136_jech_2014_204523 crossref_primary_10_1371_journal_pntd_0010056 crossref_primary_10_4018_ijkss_2014040105 crossref_primary_10_1016_j_tourman_2014_07_019 crossref_primary_10_1177_2378023116689791 crossref_primary_10_1007_s00431_021_04049_4 crossref_primary_10_2196_jmir_3099 crossref_primary_10_3390_ijerph20043007 crossref_primary_10_1016_j_jbusres_2020_10_019 crossref_primary_10_1007_s00405_022_07814_9 crossref_primary_10_1111_ecin_12364 crossref_primary_10_1016_j_sste_2015_04_003 crossref_primary_10_1136_bmjgh_2017_000296 crossref_primary_10_1371_journal_pone_0258189 crossref_primary_10_1111_tgis_13016 crossref_primary_10_1109_ACCESS_2023_3323335 crossref_primary_10_1111_area_12719 crossref_primary_10_1080_08927936_2023_2210440 crossref_primary_10_2196_20913 crossref_primary_10_37349_edht_2024_00019 crossref_primary_10_2196_35253 crossref_primary_10_3390_ani11030676 crossref_primary_10_1017_S1049096513000255 crossref_primary_10_1371_journal_pone_0199697 crossref_primary_10_1016_j_smhl_2020_100161 crossref_primary_10_3390_su12030820 crossref_primary_10_1097_DSS_0000000000001324 crossref_primary_10_1016_j_pnpbp_2012_07_011 crossref_primary_10_1007_s10531_013_0476_6 crossref_primary_10_1016_j_chb_2021_107059 crossref_primary_10_1093_heapro_daad152 crossref_primary_10_1080_21505594_2015_1040975 crossref_primary_10_1146_annurev_phyto_102313_050214 crossref_primary_10_1016_j_ypmed_2021_106695 crossref_primary_10_3390_ijerph192416698 crossref_primary_10_1017_S1049096513000267 crossref_primary_10_1016_j_heliyon_2021_e08357 crossref_primary_10_1016_j_drudis_2013_10_012 crossref_primary_10_1080_07421222_2021_2023407 crossref_primary_10_4236_am_2018_91004 crossref_primary_10_5891_jafps_44_135 crossref_primary_10_37497_sdgs_v11i1_408 crossref_primary_10_1111_tbed_13887 crossref_primary_10_31744_einstein_journal_2022AO6224 crossref_primary_10_2196_jmir_1960 crossref_primary_10_3390_urbansci1010008 crossref_primary_10_2139_ssrn_2694723 crossref_primary_10_1097_ICO_0b013e318283c85a crossref_primary_10_32604_cmc_2021_014733 crossref_primary_10_1093_trstmh_traa147 crossref_primary_10_1007_s11192_017_2534_4 crossref_primary_10_1186_s12879_014_0690_1 crossref_primary_10_2196_publichealth_9136 crossref_primary_10_1371_journal_pone_0076859 crossref_primary_10_1371_journal_pone_0250890 crossref_primary_10_1016_j_puhe_2020_04_012 crossref_primary_10_1016_j_epidem_2018_10_002 crossref_primary_10_1017_S0950268817000231 crossref_primary_10_1080_07448481_2021_1973480 crossref_primary_10_2196_jmir_2936 crossref_primary_10_1007_s00181_023_02463_1 crossref_primary_10_1016_j_forpol_2013_01_003 crossref_primary_10_1038_s41598_017_03868_6 crossref_primary_10_1016_j_tvjl_2014_03_033 crossref_primary_10_1177_1178633720928356 crossref_primary_10_1016_j_eiar_2015_09_008 crossref_primary_10_3390_ijgi10060378 crossref_primary_10_1016_j_envint_2020_105689 crossref_primary_10_1371_journal_pone_0282101 crossref_primary_10_1186_s12889_016_3893_0 crossref_primary_10_3390_forecast5010015 crossref_primary_10_1016_j_pmedr_2019_100887 crossref_primary_10_1016_j_biocon_2016_11_031 crossref_primary_10_1002_alr_22580 crossref_primary_10_1089_tmj_2011_0110 crossref_primary_10_1016_j_obhdp_2020_06_002 crossref_primary_10_1590_0102_311XCA020615 crossref_primary_10_1080_15230406_2020_1869999 crossref_primary_10_1016_j_annepidem_2017_07_002 crossref_primary_10_1016_j_pt_2021_01_003 crossref_primary_10_1108_17579881211264486 crossref_primary_10_1016_j_chiabu_2018_01_014 crossref_primary_10_1016_j_jocs_2017_07_003 crossref_primary_10_1002_lary_25420 crossref_primary_10_1016_j_bdr_2016_05_002 crossref_primary_10_1016_j_ecosta_2024_04_001 crossref_primary_10_1111_phpp_12860 crossref_primary_10_1038_s41598_022_26704_y crossref_primary_10_1017_S0317167100018692 crossref_primary_10_1016_j_biocon_2024_110472 crossref_primary_10_3390_ijerph13101015 crossref_primary_10_1002_eat_22969 crossref_primary_10_2196_26368 crossref_primary_10_2196_42710 |
| ContentType | Journal Article |
| Copyright | 2009 Infectious Diseases Society of America 2009 by the Infectious Diseases Society of America 2009 2009 INIST-CNRS Copyright University of Chicago, acting through its Press Nov 15, 2009 |
| Copyright_xml | – notice: 2009 Infectious Diseases Society of America – notice: 2009 by the Infectious Diseases Society of America 2009 – notice: 2009 INIST-CNRS – notice: Copyright University of Chicago, acting through its Press Nov 15, 2009 |
| DBID | BSCLL IQODW CGR CUY CVF ECM EIF NPM AAYXX CITATION 7QL 7T2 7T7 7U7 7U9 8FD C1K FR3 H94 K9. M7N P64 7X8 7QO |
| DOI | 10.1086/630200 |
| DatabaseName | Istex Pascal-Francis Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed CrossRef Bacteriology Abstracts (Microbiology B) Health and Safety Science Abstracts (Full archive) Industrial and Applied Microbiology Abstracts (Microbiology A) Toxicology Abstracts Virology and AIDS Abstracts Technology Research Database Environmental Sciences and Pollution Management Engineering Research Database AIDS and Cancer Research Abstracts ProQuest Health & Medical Complete (Alumni) Algology Mycology and Protozoology Abstracts (Microbiology C) Biotechnology and BioEngineering Abstracts MEDLINE - Academic Biotechnology Research Abstracts |
| DatabaseTitle | MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) CrossRef Virology and AIDS Abstracts Technology Research Database Toxicology Abstracts Bacteriology Abstracts (Microbiology B) Algology Mycology and Protozoology Abstracts (Microbiology C) AIDS and Cancer Research Abstracts ProQuest Health & Medical Complete (Alumni) Health & Safety Science Abstracts Engineering Research Database Industrial and Applied Microbiology Abstracts (Microbiology A) Biotechnology and BioEngineering Abstracts Environmental Sciences and Pollution Management MEDLINE - Academic Biotechnology Research Abstracts |
| DatabaseTitleList | Virology and AIDS Abstracts MEDLINE MEDLINE - Academic Engineering Research Database |
| Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Medicine |
| EISSN | 1537-6591 |
| Editor | Yu, VL |
| Editor_xml | – fullname: Yu, VL |
| EndPage | 1564 |
| ExternalDocumentID | 1889753051 10_1086_630200 19845471 22121881 10.1086/630200 27799390 ark_67375_HXZ_SF3HM32T_L |
| Genre | Research Support, Non-U.S. Gov't Journal Article Review Feature |
| GroupedDBID | --- ..I .2P .I3 .ZR 08P 0R~ 1TH 29B 2AX 2WC 36B 4.4 48X 53G 5GY 5RE 5VS 5WD 6J9 AABJS AABMN AABZA AACGO AACZT AAESY AAIYJ AAJKP AAJQQ AAMVS AANCE AAOGV AAPQZ AAPXW AAQQT AARHZ AASNB AAUQX AAVAP AAYOK ABBHK ABEUO ABIXL ABJNI ABLJU ABNHQ ABOCM ABPLY ABPTD ABQLI ABSAR ABTLG ABWST ABXSQ ABXVV ACGFO ACGFS ACIMA ACPRK ACUFI ACUTO ACYHN ADACV ADBBV ADEIU ADGZP ADHKW ADHZD ADIPN ADJQC ADORX ADQLU ADRIX ADRTK ADULT ADVEK ADYVW ADZLD ADZXQ AEGPL AEGXH AEJOX AEKSI AEMDU AENEX AENZO AEPUE AETBJ AEUPB AEWNT AEXZC AFFNX AFFZL AFIYH AFOFC AFRAH AFXAL AFXEN AGINJ AGQXC AGSYK AGUTN AHMBA AHXPO AIAGR AIKOY AIMBJ AJEEA ALMA_UNASSIGNED_HOLDINGS ALUQC APIBT APWMN AQKUS AQVQM ASMCH ASPBG AVWKF AWCFO AXUDD AZFZN AZQFJ BAWUL BAYMD BCRHZ BEYMZ BGYMP BHONS BSCLL BTRTY BVRKM BYORX C1A C45 CASEJ CDBKE CS3 CZ4 DAKXR DCCCD DIK DILTD DNJUQ DOOOF DPORF DPPUQ DU5 DWIUU D~K E3Z EBS EE~ EJD EMOBN ENERS ESX F5P F9B FECEO FEDTE FLUFQ FOEOM FOTVD FQBLK GAUVT GJXCC H5~ HAR HTVGU HVGLF HW0 HZ~ IOX J21 JAAYA JBMMH JENOY JHFFW JKQEH JLS JLXEF JPM JSG JSODD JST KAQDR KBUDW KOP KSI KSN L7B M49 MHKGH MJL ML0 N4W N9A NGC NOMLY NOYVH NU- NVLIB O0~ O9- OAUYM OAWHX OCZFY ODMLO ODZKP OJQWA OJZSN OK1 OPAEJ OVD OWPYF P2P P6G PAFKI PB- PEELM PQQKQ Q1. Q5Y QBD RD5 ROX ROZ RUSNO RW1 RXO SA0 SJN TCURE TEORI TJX TMA TR2 W8F X7H YAYTL YKOAZ YXANX ZA5 ~91 ~S- AANRK ALXQX AAUAY ABQNK ADQBN ATGXG H13 IPSME .GJ 08R 1KJ 3O- 6.Y 70D AAPBV AAPGJ AAPNW AAWDT ABKDP ABNKS ABPTK ABSMQ ABZBJ ACFRR ACPQN ACUTJ ADEYI ADOCK AEKPW AFYAG AGKEF AGKRT AI. AIJHB APJGH AQDSO BZKNY EIHJH HQ3 IQODW J5H MBLQV OBFPC O~Y VH1 Y6R ZGI CGR CUY CVF ECM EIF NPM AAYXX CITATION 7QL 7T2 7T7 7U7 7U9 8FD C1K FR3 H94 K9. M7N P64 7X8 7QO |
| ID | FETCH-LOGICAL-c453t-802450c4779e4a5a642d3d45ffa0dad81f0bcda7d3eb8f4ac75fcff9066df9fa3 |
| ISSN | 1058-4838 |
| IngestDate | Fri Oct 25 09:42:25 EDT 2024 Fri Oct 25 11:24:59 EDT 2024 Thu Oct 10 17:02:41 EDT 2024 Thu Sep 12 16:53:41 EDT 2024 Tue Oct 15 23:41:25 EDT 2024 Sun Oct 22 16:10:08 EDT 2023 Wed Sep 11 04:51:06 EDT 2024 Fri Feb 02 07:04:25 EST 2024 Sun Mar 31 11:38:52 EDT 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 10 |
| Keywords | Epidemic Infection Surveillance |
| Language | English |
| License | CC BY 4.0 |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c453t-802450c4779e4a5a642d3d45ffa0dad81f0bcda7d3eb8f4ac75fcff9066df9fa3 |
| Notes | ark:/67375/HXZ-SF3HM32T-L istex:CAEDDEB8F718084D6C61557218B71039CF35EB9D ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-3 content type line 23 ObjectType-Review-1 ObjectType-Article-1 ObjectType-Feature-2 |
| PMID | 19845471 |
| PQID | 219972709 |
| PQPubID | 48300 |
| PageCount | 8 |
| ParticipantIDs | proquest_miscellaneous_754540479 proquest_miscellaneous_734100713 proquest_journals_219972709 crossref_primary_10_1086_630200 pubmed_primary_19845471 pascalfrancis_primary_22121881 oup_primary_10_1086_630200 jstor_primary_27799390 istex_primary_ark_67375_HXZ_SF3HM32T_L |
| PublicationCentury | 2000 |
| PublicationDate | 2009-11-15 |
| PublicationDateYYYYMMDD | 2009-11-15 |
| PublicationDate_xml | – month: 11 year: 2009 text: 2009-11-15 day: 15 |
| PublicationDecade | 2000 |
| PublicationPlace | Oxford |
| PublicationPlace_xml | – name: Oxford – name: United States |
| PublicationTitle | Clinical infectious diseases |
| PublicationTitleAbbrev | Clinical Infectious Diseases |
| PublicationTitleAlternate | Clinical Infectious Diseases |
| PublicationYear | 2009 |
| Publisher | The University of Chicago Press University of Chicago Press Oxford University Press |
| Publisher_xml | – name: The University of Chicago Press – name: University of Chicago Press – name: Oxford University Press |
| SSID | ssj0011805 |
| Score | 2.5582833 |
| SecondaryResourceType | review_article |
| Snippet | Google Flu Trends can detect regional outbreaks of influenza 7–10 days before conventional Centers for Disease Control and Prevention surveillance systems. We... Google Flu Trends can detect regional outbreaks of influenza 7-10 days before conventional Centers for Disease Control and Prevention surveillance systems. We... |
| SourceID | proquest crossref pubmed pascalfrancis oup jstor istex |
| SourceType | Aggregation Database Index Database Publisher |
| StartPage | 1557 |
| SubjectTerms | Biological and medical sciences Data Collection - methods Disease control Disease Outbreaks Disease prevention Epidemics Epidemiology Humans Infectious diseases Influenza Influenza A virus Influenza, Human - epidemiology Internet Medical sciences Preventive medicine Search engines Search terms Surfing SURFING THE WEB Surveillance Web services West Nile virus |
| Title | Google Trends: A Web-Based Tool for Real-Time Surveillance of Disease Outbreaks |
| URI | https://api.istex.fr/ark:/67375/HXZ-SF3HM32T-L/fulltext.pdf https://www.jstor.org/stable/27799390 https://www.ncbi.nlm.nih.gov/pubmed/19845471 https://www.proquest.com/docview/219972709 https://search.proquest.com/docview/734100713 https://search.proquest.com/docview/754540479 |
| Volume | 49 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1bb9MwFLZgkxASQtw2usHmB8bLVJTEdhzzVrpLuRQe1omKl8hJbIRaJVPbIeCJn8Bv5JdwbCduOm3cXqIqFyv19_nkHPs7xwg9ESzQilHeVVpDgCIFhTEnSJcUOo4SzXNmJ3OGb-PBKX01ZuOlrMhmlyyyZ_m3S_NK_gdVOAe4mizZf0DWNwon4DfgC0dAGI5_hfFxVX2cqn2na3U55u9V5vULL-ALZYQylc1RNHr5qb9mUj_Aasw-K7PtkBnd4DUeuNWa_XfQOeBMTuZt17Xf5FA2-q3zebO84_3yvpyV6pNLnRkYm1_u9aO9XlCXKPDofp1CADBx5Q0Op0rbLMRqdQpCmFw8l4RZW82A2VlJZ0hVY0l5N2ZuK67G1LrqpA2lgpbhBLeGtz7CpoTNpQY-sOtNMQlcgdMLFbQvfNm83tCutCdx6p67jtYj4KMRAB68fO3XnMLECl79n2ntROWeW3Fd1s0o_NKoWJv0yFtncg5IaLcpytVRi_VeRnfQ7TrswD3HobvomirvoRvDWlhxH504KmFHpee4h4FIP7__sBTChkIYKIQNheCsIQ9ukwdXGtfkwZ48D9Dp0eGoP-jW-210c8rIApyViLIgp5wLRSWTEJoWpKBMaxkUskhCHWR5IXlBVJZoKnPOdK61AK-10EJLsoHWyqpUDxHOIcyWEEwrnQuqSJyBqeAxZUnIJUs47aDdpivTM1dWJV0FqYOe2h72l-VsYkSInKWD8Yf05IgMhiQapW86aMNC4G-M4P0FEdDCFmByZfM7K1AtnwZfLkySsIO2G-zSesjP08jIsiIeiA7C_irYY7PIJksFAy_l4BbaqZ_f3MJM2UvKoZVNR4rlS4rEVNgLt_7YP9vo5nIoPkJri9m5egz-8SLbsbT-BVPktXI |
| link.rule.ids | 315,783,787,27938,27939 |
| linkProvider | Flying Publisher |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Google+Trends%3A+A+Web%E2%80%90Based+Tool+for+Real%E2%80%90Time+Surveillance+of+Disease+Outbreaks&rft.jtitle=Clinical+infectious+diseases&rft.au=Carneiro%2C+Herman%C2%A0Anthony&rft.au=Mylonakis%2C+Eleftherios&rft.date=2009-11-15&rft.issn=1058-4838&rft.eissn=1537-6591&rft.volume=49&rft.issue=10&rft.spage=1557&rft.epage=1564&rft_id=info:doi/10.1086%2F630200&rft.externalDBID=n%2Fa&rft.externalDocID=10_1086_630200 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1058-4838&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1058-4838&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1058-4838&client=summon |