Infodemiology of systemic lupus erythematous using Google Trends. (July 2017)
- Record Type:
- Journal Article
- Title:
- Infodemiology of systemic lupus erythematous using Google Trends. (July 2017)
- Main Title:
- Infodemiology of systemic lupus erythematous using Google Trends
- Authors:
- Radin, M
Sciascia, S - Abstract:
- Objective: People affected by chronic rheumatic conditions, such as systemic lupus erythematosus (SLE), frequently rely on the Internet and search engines to look for terms related to their disease and its possible causes, symptoms and treatments. 'Infodemiology' and 'infoveillance' are two recent terms created to describe a new developing approach for public health, based on Big Data monitoring and data mining. In this study, we aim to investigate trends of Internet research linked to SLE and symptoms associated with the disease, applying a Big Data monitoring approach. Methods: We analysed the large amount of data generated by Google Trends, considering 'lupus', 'relapse' and 'fatigue' in a 10-year web-based research. Google Trends automatically normalized data for the overall number of searches, and presented them as relative search volumes, in order to compare variations of different search terms across regions and periods. The Menn–Kendall test was used to evaluate the overall seasonal trend of each search term and possible correlation between search terms. Results: We observed a seasonality for Google search volumes for lupus-related terms. In the Northern hemisphere, relative search volumes for 'lupus' were correlated with 'relapse' (τ = 0.85; p = 0.019) and with fatigue (τ = 0.82; p = 0.003), whereas in the Southern hemisphere we observed a significant correlation between 'fatigue' and 'relapse' (τ = 0.85; p = 0.018). Similarly, a significant correlation betweenObjective: People affected by chronic rheumatic conditions, such as systemic lupus erythematosus (SLE), frequently rely on the Internet and search engines to look for terms related to their disease and its possible causes, symptoms and treatments. 'Infodemiology' and 'infoveillance' are two recent terms created to describe a new developing approach for public health, based on Big Data monitoring and data mining. In this study, we aim to investigate trends of Internet research linked to SLE and symptoms associated with the disease, applying a Big Data monitoring approach. Methods: We analysed the large amount of data generated by Google Trends, considering 'lupus', 'relapse' and 'fatigue' in a 10-year web-based research. Google Trends automatically normalized data for the overall number of searches, and presented them as relative search volumes, in order to compare variations of different search terms across regions and periods. The Menn–Kendall test was used to evaluate the overall seasonal trend of each search term and possible correlation between search terms. Results: We observed a seasonality for Google search volumes for lupus-related terms. In the Northern hemisphere, relative search volumes for 'lupus' were correlated with 'relapse' (τ = 0.85; p = 0.019) and with fatigue (τ = 0.82; p = 0.003), whereas in the Southern hemisphere we observed a significant correlation between 'fatigue' and 'relapse' (τ = 0.85; p = 0.018). Similarly, a significant correlation between 'fatigue' and 'relapse' (τ = 0.70; p < 0.001) was seen also in the Northern hemisphere. Conclusion: Despite the intrinsic limitations of this approach, Internet-acquired data might represent a real-time surveillance tool and an alert for healthcare systems in order to plan the most appropriate resources in specific moments with higher disease burden. … (more)
- Is Part Of:
- Lupus. Volume 26:Number 8(2017)
- Journal:
- Lupus
- Issue:
- Volume 26:Number 8(2017)
- Issue Display:
- Volume 26, Issue 8 (2017)
- Year:
- 2017
- Volume:
- 26
- Issue:
- 8
- Issue Sort Value:
- 2017-0026-0008-0000
- Page Start:
- 886
- Page End:
- 889
- Publication Date:
- 2017-07
- Subjects:
- Systemic lupus erythematous -- infodemiology -- Google Trends -- seasonality -- fatigue -- flare
Systemic lupus erythematosus -- Periodicals
616.772005 - Journal URLs:
- http://journals.sagepub.com/home/lup ↗
http://www.uk.sagepub.com/home.nav ↗ - DOI:
- 10.1177/0961203317691372 ↗
- Languages:
- English
- ISSNs:
- 0961-2033
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 10910.xml