Loading…
Infodemiologists Beware: Recent Changes to the Google Health Trends API Result in Incomparable Data as of 1 January 2022
In an ever-increasingly online world, many Internet users seek information from online search engines such as Google. Accessing such search activity allows infodemiologists a glimpse into the collective online mind. Tools such as Google Trends and Google Health Trends (GHT) can be used to gauge sear...
Saved in:
Published in: | International journal of environmental research and public health 2022-11, Vol.19 (22), p.15396 |
---|---|
Main Author: | |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c421t-c5e8be3aceeaa8a5d0a75ba0b71492ea3cf24f29ab373d5e9ebd23eb29e257763 |
---|---|
cites | cdi_FETCH-LOGICAL-c421t-c5e8be3aceeaa8a5d0a75ba0b71492ea3cf24f29ab373d5e9ebd23eb29e257763 |
container_end_page | |
container_issue | 22 |
container_start_page | 15396 |
container_title | International journal of environmental research and public health |
container_volume | 19 |
creator | Myburgh, Pieter Hermanus |
description | In an ever-increasingly online world, many Internet users seek information from online search engines such as Google. Accessing such search activity allows infodemiologists a glimpse into the collective online mind. Tools such as Google Trends and Google Health Trends (GHT) can be used to gauge search activity in key geographical regions and for specific periods of time. Recently, Google implemented changes to the GHT platform. Evidence is provided here for an initial exploration of how this change impacted the data obtained from GHT. Comparing 177 weekly probabilities for short search sessions of 421 Freebase IDs in thirty geographies extracted from GHT both before and after the implemented change, a low correlation (median of all Spearman ρ = 0.262 [IQR 0.04; 0.53]) between these data was observed for the year 2022. In general, the extracted values are higher after the implemented changes, compared to the values extracted before the change. Future research using the GHT API should not attribute increases in GHT data from 1 January 2022 onward as being reflective of increased search activity for a specific keyword, but rather attribute it to the implemented change to the GHT sampling strategy. |
doi_str_mv | 10.3390/ijerph192215396 |
format | article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9692853</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2740513794</sourcerecordid><originalsourceid>FETCH-LOGICAL-c421t-c5e8be3aceeaa8a5d0a75ba0b71492ea3cf24f29ab373d5e9ebd23eb29e257763</originalsourceid><addsrcrecordid>eNpdkc1v1DAQxS0EoqVw5oYsceGy1J9xzAGpbKFdVAmEytmaJJNNVom9tR0o_z2uWqrS04w0v3l6T4-Q15y9l9Ky43GHcT9wKwTX0lZPyCGvKrZSFeNPH-wH5EVKO8ZkrSr7nBzISknGuT4k1xvfhw7nMUxhO6ac6Cf8DRE_0B_Yos90PYDfYqI50DwgPQthOyE9R5jyQC8j-i7Rk--bgqdlynT0dOPbMO8hQlPAU8hAIdHQU06_gl8g_qGCCfGSPOthSvjqbh6Rn18-X67PVxffzjbrk4tVqwTPq1Zj3aCEFhGgBt0xMLoB1hiurECQbS9ULyw00shOo8WmExIbYVFoYyp5RD7e6u6XZsbuJlOEye3jOBcrLsDo_r_4cXDb8MvZyopayyLw7k4ghqsFU3bzmFqcJvAYluSEUUxzaawq6NtH6C4s0Zd4hZJWidoaU6jjW6qNIaWI_b0ZztxNq-5Rq-XjzcMM9_y_GuVf_LOfXQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2739428977</pqid></control><display><type>article</type><title>Infodemiologists Beware: Recent Changes to the Google Health Trends API Result in Incomparable Data as of 1 January 2022</title><source>Publicly Available Content Database</source><source>Full-Text Journals in Chemistry (Open access)</source><source>PubMed Central</source><source>Coronavirus Research Database</source><creator>Myburgh, Pieter Hermanus</creator><creatorcontrib>Myburgh, Pieter Hermanus</creatorcontrib><description>In an ever-increasingly online world, many Internet users seek information from online search engines such as Google. Accessing such search activity allows infodemiologists a glimpse into the collective online mind. Tools such as Google Trends and Google Health Trends (GHT) can be used to gauge search activity in key geographical regions and for specific periods of time. Recently, Google implemented changes to the GHT platform. Evidence is provided here for an initial exploration of how this change impacted the data obtained from GHT. Comparing 177 weekly probabilities for short search sessions of 421 Freebase IDs in thirty geographies extracted from GHT both before and after the implemented change, a low correlation (median of all Spearman ρ = 0.262 [IQR 0.04; 0.53]) between these data was observed for the year 2022. In general, the extracted values are higher after the implemented changes, compared to the values extracted before the change. Future research using the GHT API should not attribute increases in GHT data from 1 January 2022 onward as being reflective of increased search activity for a specific keyword, but rather attribute it to the implemented change to the GHT sampling strategy.</description><identifier>ISSN: 1660-4601</identifier><identifier>ISSN: 1661-7827</identifier><identifier>EISSN: 1660-4601</identifier><identifier>DOI: 10.3390/ijerph192215396</identifier><identifier>PMID: 36430115</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Automation ; Communication ; Dengue fever ; Infodemic ; Information Seeking Behavior ; Keywords ; Pharmacovigilance ; Search Engine ; Search strategies ; Time series ; Trends</subject><ispartof>International journal of environmental research and public health, 2022-11, Vol.19 (22), p.15396</ispartof><rights>2022 by the author. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2022 by the author. 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c421t-c5e8be3aceeaa8a5d0a75ba0b71492ea3cf24f29ab373d5e9ebd23eb29e257763</citedby><cites>FETCH-LOGICAL-c421t-c5e8be3aceeaa8a5d0a75ba0b71492ea3cf24f29ab373d5e9ebd23eb29e257763</cites><orcidid>0000-0001-8280-6718</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2739428977/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2739428977?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,38516,43895,44590,53791,53793,74284,74998</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36430115$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Myburgh, Pieter Hermanus</creatorcontrib><title>Infodemiologists Beware: Recent Changes to the Google Health Trends API Result in Incomparable Data as of 1 January 2022</title><title>International journal of environmental research and public health</title><addtitle>Int J Environ Res Public Health</addtitle><description>In an ever-increasingly online world, many Internet users seek information from online search engines such as Google. Accessing such search activity allows infodemiologists a glimpse into the collective online mind. Tools such as Google Trends and Google Health Trends (GHT) can be used to gauge search activity in key geographical regions and for specific periods of time. Recently, Google implemented changes to the GHT platform. Evidence is provided here for an initial exploration of how this change impacted the data obtained from GHT. Comparing 177 weekly probabilities for short search sessions of 421 Freebase IDs in thirty geographies extracted from GHT both before and after the implemented change, a low correlation (median of all Spearman ρ = 0.262 [IQR 0.04; 0.53]) between these data was observed for the year 2022. In general, the extracted values are higher after the implemented changes, compared to the values extracted before the change. Future research using the GHT API should not attribute increases in GHT data from 1 January 2022 onward as being reflective of increased search activity for a specific keyword, but rather attribute it to the implemented change to the GHT sampling strategy.</description><subject>Automation</subject><subject>Communication</subject><subject>Dengue fever</subject><subject>Infodemic</subject><subject>Information Seeking Behavior</subject><subject>Keywords</subject><subject>Pharmacovigilance</subject><subject>Search Engine</subject><subject>Search strategies</subject><subject>Time series</subject><subject>Trends</subject><issn>1660-4601</issn><issn>1661-7827</issn><issn>1660-4601</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>COVID</sourceid><sourceid>PIMPY</sourceid><recordid>eNpdkc1v1DAQxS0EoqVw5oYsceGy1J9xzAGpbKFdVAmEytmaJJNNVom9tR0o_z2uWqrS04w0v3l6T4-Q15y9l9Ky43GHcT9wKwTX0lZPyCGvKrZSFeNPH-wH5EVKO8ZkrSr7nBzISknGuT4k1xvfhw7nMUxhO6ac6Cf8DRE_0B_Yos90PYDfYqI50DwgPQthOyE9R5jyQC8j-i7Rk--bgqdlynT0dOPbMO8hQlPAU8hAIdHQU06_gl8g_qGCCfGSPOthSvjqbh6Rn18-X67PVxffzjbrk4tVqwTPq1Zj3aCEFhGgBt0xMLoB1hiurECQbS9ULyw00shOo8WmExIbYVFoYyp5RD7e6u6XZsbuJlOEye3jOBcrLsDo_r_4cXDb8MvZyopayyLw7k4ghqsFU3bzmFqcJvAYluSEUUxzaawq6NtH6C4s0Zd4hZJWidoaU6jjW6qNIaWI_b0ZztxNq-5Rq-XjzcMM9_y_GuVf_LOfXQ</recordid><startdate>20221121</startdate><enddate>20221121</enddate><creator>Myburgh, Pieter Hermanus</creator><general>MDPI AG</general><general>MDPI</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>COVID</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-8280-6718</orcidid></search><sort><creationdate>20221121</creationdate><title>Infodemiologists Beware: Recent Changes to the Google Health Trends API Result in Incomparable Data as of 1 January 2022</title><author>Myburgh, Pieter Hermanus</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c421t-c5e8be3aceeaa8a5d0a75ba0b71492ea3cf24f29ab373d5e9ebd23eb29e257763</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Automation</topic><topic>Communication</topic><topic>Dengue fever</topic><topic>Infodemic</topic><topic>Information Seeking Behavior</topic><topic>Keywords</topic><topic>Pharmacovigilance</topic><topic>Search Engine</topic><topic>Search strategies</topic><topic>Time series</topic><topic>Trends</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Myburgh, Pieter Hermanus</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Public Health Database (Proquest)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Coronavirus Research Database</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>International journal of environmental research and public health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Myburgh, Pieter Hermanus</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Infodemiologists Beware: Recent Changes to the Google Health Trends API Result in Incomparable Data as of 1 January 2022</atitle><jtitle>International journal of environmental research and public health</jtitle><addtitle>Int J Environ Res Public Health</addtitle><date>2022-11-21</date><risdate>2022</risdate><volume>19</volume><issue>22</issue><spage>15396</spage><pages>15396-</pages><issn>1660-4601</issn><issn>1661-7827</issn><eissn>1660-4601</eissn><abstract>In an ever-increasingly online world, many Internet users seek information from online search engines such as Google. Accessing such search activity allows infodemiologists a glimpse into the collective online mind. Tools such as Google Trends and Google Health Trends (GHT) can be used to gauge search activity in key geographical regions and for specific periods of time. Recently, Google implemented changes to the GHT platform. Evidence is provided here for an initial exploration of how this change impacted the data obtained from GHT. Comparing 177 weekly probabilities for short search sessions of 421 Freebase IDs in thirty geographies extracted from GHT both before and after the implemented change, a low correlation (median of all Spearman ρ = 0.262 [IQR 0.04; 0.53]) between these data was observed for the year 2022. In general, the extracted values are higher after the implemented changes, compared to the values extracted before the change. Future research using the GHT API should not attribute increases in GHT data from 1 January 2022 onward as being reflective of increased search activity for a specific keyword, but rather attribute it to the implemented change to the GHT sampling strategy.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>36430115</pmid><doi>10.3390/ijerph192215396</doi><orcidid>https://orcid.org/0000-0001-8280-6718</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1660-4601 |
ispartof | International journal of environmental research and public health, 2022-11, Vol.19 (22), p.15396 |
issn | 1660-4601 1661-7827 1660-4601 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9692853 |
source | Publicly Available Content Database; Full-Text Journals in Chemistry (Open access); PubMed Central; Coronavirus Research Database |
subjects | Automation Communication Dengue fever Infodemic Information Seeking Behavior Keywords Pharmacovigilance Search Engine Search strategies Time series Trends |
title | Infodemiologists Beware: Recent Changes to the Google Health Trends API Result in Incomparable Data as of 1 January 2022 |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T18%3A27%3A07IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Infodemiologists%20Beware:%20Recent%20Changes%20to%20the%20Google%20Health%20Trends%20API%20Result%20in%20Incomparable%20Data%20as%20of%201%20January%202022&rft.jtitle=International%20journal%20of%20environmental%20research%20and%20public%20health&rft.au=Myburgh,%20Pieter%20Hermanus&rft.date=2022-11-21&rft.volume=19&rft.issue=22&rft.spage=15396&rft.pages=15396-&rft.issn=1660-4601&rft.eissn=1660-4601&rft_id=info:doi/10.3390/ijerph192215396&rft_dat=%3Cproquest_pubme%3E2740513794%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c421t-c5e8be3aceeaa8a5d0a75ba0b71492ea3cf24f29ab373d5e9ebd23eb29e257763%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2739428977&rft_id=info:pmid/36430115&rfr_iscdi=true |