ArticleScientific reports2021
Leveraging internet search data to assess prevalence, interest, and unmet needs of sarcoidosis in Germany.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 17 citations in OpenAlex.
- Vitiligo in the Digital Spotlight: Retrospective Longitudinal Study in Germany.JMIR formative research · 2026Article
- Is YouTube a sufficient source of information on Sarcoidosis?Respiratory research · 2024Article
- Identifying sarcoidosis trends using web search and real-world data in Sweden: a retrospective longitudinal study.Scientific reports · 2024Article
- "The chameleon among diseases" - an explorative view of sarcoidosis and identification of the consequences for affected patients and relatives using qualitative interviews.Orphanet journal of rare diseases · 2023Article
- Analyzing web searches for axial spondyloarthritis in Germany: a novel approach to exploring interests and unmet needs.Rheumatology international · 2023Article
- Assessing the national burden of allergic asthma by web-search data, pollen counts, and drug prescriptions in Germany and Sweden.The World Allergy Organization journal · 2023Article
- Monitoring disease activity of pollen allergies: What crowdsourced data are telling us.The World Allergy Organization journal · 2022Article
- Eczema-related Web Search Data in Sweden: Investigating Search Patterns and the Influence of Weather.Acta dermato-venereologica · 2022Article
- [Web search data as health data? : Geographic differences, temporal trends, and topics of interest from internet search engine analyses in Germany].Der Hautarzt; Zeitschrift fur Dermatologie, Venerologie, und verwandte Gebiete · 2022Review
- Leveraging web search data in Germany to identify unmet needs of contraceptives on a population-based level: A longitudinal retrospective study.Women's health (London, England)Article
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Sarcoidosis is a multisystemic disease of connective tissue with granuloma formation of unknown etiology and unclear prevalence. Internet search data has been shown to correlate with disease incidences and the population's interest as well as seasonal variations. Accordingly, aim of this study was to leverage internet search data on sarcoidosis-related keywords to identify unmet needs, geographical and seasonal factors influencing sarcoidosis and estimating its prevalence. In this retrospective longitudinal study, Google Ads Keyword Planner was used to determine the internet search volume of terms related to sarcoidosis across Germany as a whole and in 17 major German cities between July 2015 and June 2019. Identified keywords were qualitatively categorized, converted into number of searches per 100,000 inhabitants and analyzed including regional and seasonal differences. With 3,068,200 queries and 425 different sarcoidosis-related search terms in the studied time period, the search volume was very high for a rare disease. Most searches (67.9%) related to general disease information with "sarcoidosis", "Löfgren's syndrome", "sarcoidosis lung", "Morbus Boeck" and "neurosarcoidosis" as the top five keywords. Searches per 100,000 inhabitants were comparable in all 17 cities but higher than in Germany as a whole. Overall, the search volume increased from 2015 to 2019 and peaked annually in European springtime with annual lows in European autumn and winter months. The overall high search volume suggests an unmet need for sarcoidosis-related information and a diagnostic gap. Seasonal fluctuations indicate environmental as well as climatic factors that may influence sarcoidosis.
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