Evidence map›Paper›PMID 31301128›Full record

ArticleJournal of medical Internet research2019

Influence of Climate on Google Internet Searches for Pruritus Across 16 German Cities: Retrospective Analysis.

Linda Tizek, Maximilian Schielein, Melvin Rüth, Sonja Ständer, Manuel Pedro Pereira, Bernadette Eberlein, Tilo Biedermann, Alexander Zink

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in Journal of medical Internet research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
4.2field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 33 citations in OpenAlex.

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  7. [Atopic dermatitis-identifying needs in the German population by internet search queries].Der Hautarzt; Zeitschrift fur Dermatologie, Venerologie, und verwandte Gebiete · 2022
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  19. Increasing the Impact of JMIR Journals in the Attention Economy.Journal of medical Internet research · 2019
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 3 institutions in 1 country.

Linda TizekDepartment of Dermatology and Allergy, School of Medicine, Technical University of Munich, Munich, Germany.ORCID 0000-0002-2749-9791
Maximilian SchieleinDepartment of Dermatology and Allergy, School of Medicine, Technical University of Munich, Munich, Germany.ORCID 0000-0003-3767-1337
Melvin RüthDepartment of Dermatology and Allergy, School of Medicine, Technical University of Munich, Munich, Germany.ORCID 0000-0002-5333-4659
Sonja StänderCenter for Chronic Pruritus, Department of Dermatology, University Hospital Münster, Muenster, Germany.ORCID 0000-0003-3612-7786
Manuel Pedro PereiraCenter for Chronic Pruritus, Department of Dermatology, University Hospital Münster, Muenster, Germany.ORCID 0000-0001-5649-2698
Bernadette EberleinDepartment of Dermatology and Allergy, School of Medicine, Technical University of Munich, Munich, Germany.ORCID 0000-0003-4509-6491
Tilo BiedermannDepartment of Dermatology and Allergy, School of Medicine, Technical University of Munich, Munich, Germany.ORCID 0000-0002-5352-5105
Alexander ZinkDepartment of Dermatology and Allergy, School of Medicine, Technical University of Munich, Munich, Germany.ORCID 0000-0001-9313-6588
Technical University of Munich · DEUniversity Hospital Münster · DEZimmer Biomet (Germany) · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe burden of pruritus is high, especially among patients with dermatologic diseases. Identifying trends in pruritus burden and people's medical needs is challenging, since not all affected people consult a physician.

objectiveThe purpose of this study was to investigate pruritus search behavior trends in Germany and identify associations with weather factors.

methodsGoogle AdWords Keyword Planner was used to quantify pruritus-related search queries in 16 German cities from August 2014 to July 2018. All identified keywords were qualitatively categorized and pruritus-related terms were descriptively analyzed. The number of search queries per 100,000 inhabitants of each city was compared to environmental factors such as temperature, humidity, particulate matter 10 micrometers or less in diameter (PM10), and sunshine duration to investigate potential correlations.

resultsWe included 1150 pruritus-related keywords, which resulted in 2,851,290 queries. "Pruritus" (n=115,680) and "anal pruritus" (n=102,390) were the most-searched-for keywords. Nearly half of all queries were related to the category localization, with Berlin and Munich having a comparatively high proportion of people that searched for pruritus in the genital and anal areas. People searched more frequently for information on chronic compared to acute pruritus. The most populated cities had the lowest number of queries per 100,000 inhabitants (Berlin, n=13,641; Hamburg, n=18,303; and Munich, n=21,363), while smaller cities (Kiel, n=35,027; and Freiburg, n=39,501) had the highest. Temperature had a greater effect on search query number (beta -7.94, 95% CI -10.74 to -5.15) than did PM10 (beta -5.13, 95% CI -7.04 to -3.22), humidity (beta 4.73, 95% CI 2.70 to 6.75), or sunshine duration (beta 0.66, 95% CI 0.36 to 0.97). The highest relative number of search queries occurred during the winter (ie, December to February).

conclusionsBy taking into account the study results, Google data analysis helps to examine people's search frequency, behavior, and interest across cities and regions. The results indicated a general increase in search queries during the winter as well as differences across cities located in the same region; for example, there was a decline in search volume in Saarbrucken, while there were increases in Cologne, Frankfurt, and Dortmund. In addition, the detected correlation between search volume and weather data seems to be valuable in predicting an increase in pruritus burden, since a significant association with rising humidity and sunshine duration, as well as declining temperature and PM10, was found. Accordingly, this is an unconventional and inexpensive method to identify search behavior trends and respective inhabitants' needs.

Indexed as

ClimateCitiesGermanyHumansInternetLongitudinal StudiesPruritusRetrospective StudiesenvironmentinformaticsInternetpruritusretrospective studiesweather

Identifiers

PMID31301128
PMCPMC6659391
OpenAlexW2948200066

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.