Potential uses of an infodemiology approach for health-care services for rheumatology
Objectives This is a demand-based infodemiology study using the Google Trends and AdWords tools to illustrate infodemiology’s potential use in rheumatology. The study investigates three questions in North American countries: (1) What terms associated with “rheumatology” and “arthritis” do people sea...
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Veröffentlicht in: | Clinical rheumatology 2019-03, Vol.38 (3), p.869-876 |
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creator | Martinez-Arroyo, Gerardo Ramos-Gomez, Stephanie Rojero-Gil, Elias Kaleb Rojas-Gongora, Joel A. Barajas-Ochoa, Aldo Bustamante-Montes, Lilia Patricia Yañez, Jose Ramos-Remus, Cesar |
description | Objectives
This is a demand-based infodemiology study using the Google Trends and AdWords tools to illustrate infodemiology’s potential use in rheumatology. The study investigates three questions in North American countries: (1) What terms associated with “rheumatology” and “arthritis” do people search for on Google? (2) What is the search volume for disease-modifying antirheumatic drugs (DMARDs)? and (3) What is the search volume for the term “arthritis” compared with for “hepatitis C” and “breast cancer”?
Methods
We conducted independent searches by country and search term for 2015–2017. Seventeen DMARDs were searched for 2015 through May 2018, with the turmeric remedy included for comparison. Data were exported to Excel for further analysis, adjusted by country population, and expressed as searches per 100,000 inhabitants (SpTh).
Results
There were approximately 550 associated terms for “arthritis” in each country, and 5679 SpTh for DMARDs across the three countries. Searches for turmeric numbered slightly lower than for all DMARDs together in Canada and the USA, but were 70% higher in Mexico. Turmeric was also searched four times more than the most-searched biological DMARD in Canada and the USA, and 60 times more in Mexico. Arthritis was more commonly searched for in Canada than hepatitis C and breast cancer, but hepatitis C was highest in the USA and breast cancer in Mexico. Monthly trends did not show expected peaks associated with arthritis awareness campaigns.
Conclusion
Infodemiology provides preliminary information that could help in generating hypotheses, assessing health-care interventions, or even in providing patient-centered care. |
doi_str_mv | 10.1007/s10067-018-4364-z |
format | Article |
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This is a demand-based infodemiology study using the Google Trends and AdWords tools to illustrate infodemiology’s potential use in rheumatology. The study investigates three questions in North American countries: (1) What terms associated with “rheumatology” and “arthritis” do people search for on Google? (2) What is the search volume for disease-modifying antirheumatic drugs (DMARDs)? and (3) What is the search volume for the term “arthritis” compared with for “hepatitis C” and “breast cancer”?
Methods
We conducted independent searches by country and search term for 2015–2017. Seventeen DMARDs were searched for 2015 through May 2018, with the turmeric remedy included for comparison. Data were exported to Excel for further analysis, adjusted by country population, and expressed as searches per 100,000 inhabitants (SpTh).
Results
There were approximately 550 associated terms for “arthritis” in each country, and 5679 SpTh for DMARDs across the three countries. Searches for turmeric numbered slightly lower than for all DMARDs together in Canada and the USA, but were 70% higher in Mexico. Turmeric was also searched four times more than the most-searched biological DMARD in Canada and the USA, and 60 times more in Mexico. Arthritis was more commonly searched for in Canada than hepatitis C and breast cancer, but hepatitis C was highest in the USA and breast cancer in Mexico. Monthly trends did not show expected peaks associated with arthritis awareness campaigns.
Conclusion
Infodemiology provides preliminary information that could help in generating hypotheses, assessing health-care interventions, or even in providing patient-centered care.</description><identifier>ISSN: 0770-3198</identifier><identifier>EISSN: 1434-9949</identifier><identifier>DOI: 10.1007/s10067-018-4364-z</identifier><identifier>PMID: 30448932</identifier><language>eng</language><publisher>London: Springer London</publisher><subject>Antirheumatic Agents ; Arthritis ; Breast cancer ; Breast Neoplasms ; Canada ; Consumer Health Information ; Curcuma ; Epidemiology ; Health Services ; Hepatitis ; Hepatitis C ; Humans ; Information Seeking Behavior ; Medicine ; Medicine & Public Health ; Mexico ; Original Article ; Rheumatology ; Search Engine ; Trends ; United States</subject><ispartof>Clinical rheumatology, 2019-03, Vol.38 (3), p.869-876</ispartof><rights>International League of Associations for Rheumatology (ILAR) 2018</rights><rights>Clinical Rheumatology is a copyright of Springer, (2018). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c372t-22c8ebc868bf4fc5b80ac21c1c1e0f4a21dae7dbc9150222d490b1c4f7d587993</citedby><cites>FETCH-LOGICAL-c372t-22c8ebc868bf4fc5b80ac21c1c1e0f4a21dae7dbc9150222d490b1c4f7d587993</cites><orcidid>0000-0002-4898-4219</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10067-018-4364-z$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10067-018-4364-z$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30448932$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Martinez-Arroyo, Gerardo</creatorcontrib><creatorcontrib>Ramos-Gomez, Stephanie</creatorcontrib><creatorcontrib>Rojero-Gil, Elias Kaleb</creatorcontrib><creatorcontrib>Rojas-Gongora, Joel A.</creatorcontrib><creatorcontrib>Barajas-Ochoa, Aldo</creatorcontrib><creatorcontrib>Bustamante-Montes, Lilia Patricia</creatorcontrib><creatorcontrib>Yañez, Jose</creatorcontrib><creatorcontrib>Ramos-Remus, Cesar</creatorcontrib><title>Potential uses of an infodemiology approach for health-care services for rheumatology</title><title>Clinical rheumatology</title><addtitle>Clin Rheumatol</addtitle><addtitle>Clin Rheumatol</addtitle><description>Objectives
This is a demand-based infodemiology study using the Google Trends and AdWords tools to illustrate infodemiology’s potential use in rheumatology. The study investigates three questions in North American countries: (1) What terms associated with “rheumatology” and “arthritis” do people search for on Google? (2) What is the search volume for disease-modifying antirheumatic drugs (DMARDs)? and (3) What is the search volume for the term “arthritis” compared with for “hepatitis C” and “breast cancer”?
Methods
We conducted independent searches by country and search term for 2015–2017. Seventeen DMARDs were searched for 2015 through May 2018, with the turmeric remedy included for comparison. Data were exported to Excel for further analysis, adjusted by country population, and expressed as searches per 100,000 inhabitants (SpTh).
Results
There were approximately 550 associated terms for “arthritis” in each country, and 5679 SpTh for DMARDs across the three countries. Searches for turmeric numbered slightly lower than for all DMARDs together in Canada and the USA, but were 70% higher in Mexico. Turmeric was also searched four times more than the most-searched biological DMARD in Canada and the USA, and 60 times more in Mexico. Arthritis was more commonly searched for in Canada than hepatitis C and breast cancer, but hepatitis C was highest in the USA and breast cancer in Mexico. Monthly trends did not show expected peaks associated with arthritis awareness campaigns.
Conclusion
Infodemiology provides preliminary information that could help in generating hypotheses, assessing health-care interventions, or even in providing patient-centered care.</description><subject>Antirheumatic Agents</subject><subject>Arthritis</subject><subject>Breast cancer</subject><subject>Breast Neoplasms</subject><subject>Canada</subject><subject>Consumer Health Information</subject><subject>Curcuma</subject><subject>Epidemiology</subject><subject>Health Services</subject><subject>Hepatitis</subject><subject>Hepatitis C</subject><subject>Humans</subject><subject>Information Seeking Behavior</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Mexico</subject><subject>Original Article</subject><subject>Rheumatology</subject><subject>Search Engine</subject><subject>Trends</subject><subject>United States</subject><issn>0770-3198</issn><issn>1434-9949</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><recordid>eNp1kMtKxDAUhoMoznh5ADdScOMmmlvbZCniDQZ0oeuQpidOpW3GpBVmnt6MMyoIEkgW5_v_HD6ETii5oISUlzHdRYkJlVjwQuDVDppSwQVWSqhdNCVlSTCnSk7QQYxvhBAmFd1HE06EkIqzKXp58gP0Q2PabIwQM-8y02dN73wNXeNb_7rMzGIRvLHzzPmQzcG0wxxbEyCLED4am1LrQZjD2JnhK3KE9pxpIxxv30P0cnvzfH2PZ493D9dXM2x5yQbMmJVQWVnIygln80oSYxm16QBxwjBaGyjryiqaE8ZYLRSpqBWurHNZKsUP0fmmNy34PkIcdNdEC21revBj1IzyvOCCqjyhZ3_QNz-GPm23pkRBhFIyUXRD2eBjDOD0IjSdCUtNiV471xvnOjnXa-d6lTKn2-ax6qD-SXxLTgDbADGN-lcIv1__3_oJ2guNZw</recordid><startdate>20190301</startdate><enddate>20190301</enddate><creator>Martinez-Arroyo, Gerardo</creator><creator>Ramos-Gomez, Stephanie</creator><creator>Rojero-Gil, Elias Kaleb</creator><creator>Rojas-Gongora, Joel A.</creator><creator>Barajas-Ochoa, Aldo</creator><creator>Bustamante-Montes, Lilia Patricia</creator><creator>Yañez, Jose</creator><creator>Ramos-Remus, Cesar</creator><general>Springer London</general><general>Springer Nature B.V</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>7T5</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-4898-4219</orcidid></search><sort><creationdate>20190301</creationdate><title>Potential uses of an infodemiology approach for health-care services for rheumatology</title><author>Martinez-Arroyo, Gerardo ; Ramos-Gomez, Stephanie ; Rojero-Gil, Elias Kaleb ; Rojas-Gongora, Joel A. ; Barajas-Ochoa, Aldo ; Bustamante-Montes, Lilia Patricia ; Yañez, Jose ; Ramos-Remus, Cesar</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c372t-22c8ebc868bf4fc5b80ac21c1c1e0f4a21dae7dbc9150222d490b1c4f7d587993</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Antirheumatic Agents</topic><topic>Arthritis</topic><topic>Breast cancer</topic><topic>Breast Neoplasms</topic><topic>Canada</topic><topic>Consumer Health Information</topic><topic>Curcuma</topic><topic>Epidemiology</topic><topic>Health Services</topic><topic>Hepatitis</topic><topic>Hepatitis C</topic><topic>Humans</topic><topic>Information Seeking Behavior</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Mexico</topic><topic>Original Article</topic><topic>Rheumatology</topic><topic>Search Engine</topic><topic>Trends</topic><topic>United States</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Martinez-Arroyo, Gerardo</creatorcontrib><creatorcontrib>Ramos-Gomez, Stephanie</creatorcontrib><creatorcontrib>Rojero-Gil, Elias Kaleb</creatorcontrib><creatorcontrib>Rojas-Gongora, Joel A.</creatorcontrib><creatorcontrib>Barajas-Ochoa, Aldo</creatorcontrib><creatorcontrib>Bustamante-Montes, Lilia Patricia</creatorcontrib><creatorcontrib>Yañez, Jose</creatorcontrib><creatorcontrib>Ramos-Remus, Cesar</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>Immunology Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</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 Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical 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><jtitle>Clinical rheumatology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Martinez-Arroyo, Gerardo</au><au>Ramos-Gomez, Stephanie</au><au>Rojero-Gil, Elias Kaleb</au><au>Rojas-Gongora, Joel A.</au><au>Barajas-Ochoa, Aldo</au><au>Bustamante-Montes, Lilia Patricia</au><au>Yañez, Jose</au><au>Ramos-Remus, Cesar</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Potential uses of an infodemiology approach for health-care services for rheumatology</atitle><jtitle>Clinical rheumatology</jtitle><stitle>Clin Rheumatol</stitle><addtitle>Clin Rheumatol</addtitle><date>2019-03-01</date><risdate>2019</risdate><volume>38</volume><issue>3</issue><spage>869</spage><epage>876</epage><pages>869-876</pages><issn>0770-3198</issn><eissn>1434-9949</eissn><abstract>Objectives
This is a demand-based infodemiology study using the Google Trends and AdWords tools to illustrate infodemiology’s potential use in rheumatology. The study investigates three questions in North American countries: (1) What terms associated with “rheumatology” and “arthritis” do people search for on Google? (2) What is the search volume for disease-modifying antirheumatic drugs (DMARDs)? and (3) What is the search volume for the term “arthritis” compared with for “hepatitis C” and “breast cancer”?
Methods
We conducted independent searches by country and search term for 2015–2017. Seventeen DMARDs were searched for 2015 through May 2018, with the turmeric remedy included for comparison. Data were exported to Excel for further analysis, adjusted by country population, and expressed as searches per 100,000 inhabitants (SpTh).
Results
There were approximately 550 associated terms for “arthritis” in each country, and 5679 SpTh for DMARDs across the three countries. Searches for turmeric numbered slightly lower than for all DMARDs together in Canada and the USA, but were 70% higher in Mexico. Turmeric was also searched four times more than the most-searched biological DMARD in Canada and the USA, and 60 times more in Mexico. Arthritis was more commonly searched for in Canada than hepatitis C and breast cancer, but hepatitis C was highest in the USA and breast cancer in Mexico. Monthly trends did not show expected peaks associated with arthritis awareness campaigns.
Conclusion
Infodemiology provides preliminary information that could help in generating hypotheses, assessing health-care interventions, or even in providing patient-centered care.</abstract><cop>London</cop><pub>Springer London</pub><pmid>30448932</pmid><doi>10.1007/s10067-018-4364-z</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-4898-4219</orcidid></addata></record> |
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subjects | Antirheumatic Agents Arthritis Breast cancer Breast Neoplasms Canada Consumer Health Information Curcuma Epidemiology Health Services Hepatitis Hepatitis C Humans Information Seeking Behavior Medicine Medicine & Public Health Mexico Original Article Rheumatology Search Engine Trends United States |
title | Potential uses of an infodemiology approach for health-care services for rheumatology |
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