Can crowdsourced data help to optimize atopic dermatitis treatment? Comparing web search data and environmental data in Germany

Burden of atopic dermatitis in Europe: A population-centred approach leveraging web search data in 21 European countries

BACKGROUND

The complexity, high prevalence, and substantial personal and socioeconomic burden collectively render atopic dermatitis (AD) a major public health concern. Using crowdsourced Internet data has the potential to provide unique insights into this concern, as demonstrated by several previous studies. However, a comprehensive comparison across European countries remains lacking.

OBJECTIVES

The study aimed to investigate AD-related web searches across Europe to assess spatiotemporal variations and associations between disease-related and external factors.

METHODS

AD-related web search data were extracted for 21 European countries between February 2019 and January 2023. Descriptive analysis and autocorrelation functions were performed to examine spatiotemporal patterns. Correlations (r) were used to evaluate the associations between web searches and disease-related, socioeconomic and meteorological data.

RESULTS

Over 241 million AD-related web searches were identified, with search volume varying substantially among European countries (p < 0.001) and correlating with AD prevalence and disease burden (both r = 0.51, p = 0.019). Search volume increased between 2019 and 2023 in all countries and seasonally peaked in January and March. Negative correlations with median population age (r = -0.46, p = 0.039), number of general practitioners (r = -0.29, p = 0.226) and specialists (r = -0.27, p = 0.270) were observed. Moderate to strong correlations were found between search volume and cold, humid and windy weather with fewer sunshine hours, while higher online interest typically occurred 1-3 months after such weather conditions.

CONCLUSION

The study highlights the great potential of online crowdsourced data analysis, for example, to investigate the impact of climate change or to identify unmet needs at a population level. Furthermore, the growing online interest in AD and the corresponding seasonal peaks emphasize the necessity of adapting treatment plans, intensifying public health campaigns, and disseminating reliable online information by governments and healthcare providers, especially during these periods.

Disease-Related Internet Use and its Relevance to the Patient-Physician Relationship in Atopic Dermatitis: A Cross-Sectional Study in Germany

Background: Health-related internet use presents both opportunities and challenges for patients and physicians and requires a comprehensive understanding to improve individual health care in atopic dermatitis (AD). Objective: To explore differences between regular and irregular disease-related internet users, reasons for disease-related internet use, and its relevance to the patient-physician relationship in AD. Methods: This cross-sectional study recruited 221 adults with AD online and from a German university clinic between August 2021 and February 2022. The questionnaire queried sociodemographic and disease-related information, reasons for and against using the internet, types of channels used, and the impact on the patient-physician relationship. Participants were categorized as regular (≥once per month) and irregular ( Collapse

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Affiliation(s)

Fabian Wallnöfer From the Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
Stefanie Ziehfreund From the Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
Hannah Wecker From the Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
Barbara Schuster From the Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
Linda Tizek From the Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
Alphina Kain From the Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
Tilo Biedermann From the Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
Alexander Zink From the Department of Dermatology and Allergy, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany Division of Dermatology and Venereology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden

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Leveraging web search data in Germany to identify unmet needs of contraceptives on a population-based level: A longitudinal retrospective study

BACKGROUND

There are a variety of possible contraceptives available. While medical advice is an important resource for selecting the individual contraceptive, previous research has shown that the Internet has become an increasingly important source of health care information.

OBJECTIVES

This study aims to identify key trends in contraception-related web searches in Germany and thus allows conclusions about preferences and unmet needs with regard to pregnancy prevention.

DESIGN

Longitudinal retrospective study.

METHODS

Google Ads Keyword Planner was used to identify contraception-related keywords and their search volume in Germany and all federal states between 2018 and 2021. The keywords were categorized based on gender, hormonal/non-hormonal, and different contraceptive methods. Search volume and categories were analyzed for temporal trends, regional differences, and underlying socioeconomic variables.

RESULTS

The 1481 contraception-related keywords corresponded to 15,081,760 searches. In total, a 56% increase in searches/100,000 inhabitants was observed. Highest mean search volume was observed in categories "woman," "woman/non-hormonal" and "woman/non-hormonal/barrier," respectively, and in the federal state Hamburg, while the lowest was seen in North Rhine-Westphalia.

CONCLUSION

The increase in search volume reflects a high interest in contraception, particularly in non-hormonal female methods. This stands in contrast to the limited number of effective non-hormonal contraceptives available and points to an unmet need. In addition, the low search volume for male contraceptives demonstrates gender-specific responsibilities regarding family planning in German society.

Physical influences on the skin barrier and pathogenesis of allergy

PURPOSE OF REVIEW

As the incidence of allergic conditions has increased in recent decades, the effects of climate change have been implicated. There is also increased knowledge on the effects of other physical influences, such as scratching and Staphylococcus aureus . The skin barrier is the first line of defense to the external environment, so understanding the ways that these factors influence skin barrier dysfunction is important.

RECENT FINDINGS

Although the impact on environmental exposures has been well studied in asthma and other allergic disorders, there is now more literature on the effects of temperature, air pollution, and detergents on the skin barrier. Factors that cause skin barrier dysfunction include extreme temperatures, air pollution (including greenhouse gases and particulate matter), wildfire smoke, pollen, scratching, S. aureus, and detergents.

SUMMARY

Understanding the ways that external insults affect the skin barrier is important to further understand the mechanisms in order to inform the medical community on treatment and prevention measures for atopic conditions.

Evaluating public interest in herpes zoster in Germany by leveraging the internet: a retrospective search data analysis

BACKGROUND

Herpes zoster (HZ) and its complication postherpetic neuralgia (PHN), whose incidence are both expected to increase with an ageing population, have demonstrated high costs on healthcare systems and burden on individual quality of life. Previous studies have shown the possibility of assessing public interest in a disease and factors that influence search behaviour using internet search data. The aim of this study was to analyze internet search data for HZ in Germany to evaluate public interest in the disease and relevant influential temporal and geographic factors that modify search behavior.

METHODS

Google Ads Keyword Planner was used to generate a list of HZ-related keywords including their search volume for Germany as a whole and its sixteen federal states from October 2016 to September 2020. All keywords were qualitatively categorized, and changes over time and correlations with population density, physician density, and vaccination rates were assessed using Welch's ANOVA, Bonferroni correction for post-hoc analyses, and Pearson's correlation.

RESULTS

A total of 1,651 relevant keywords with a search volume of 20,816,210 searches were identified. Overall, national search volume increased each year of the study period with a peak in August 2020. More than half of the total search volume related to general queries (55.1%). The highest average monthly search volumes were observed in the states of Hamburg, Saarland, and Bremen. Average monthly search volume showed strong positive correlations with population density (r = .512, p = .043) and a strong negative correlation with the number of inhabitants per working physician (r = -.689, p = .003).

CONCLUSIONS

The study demonstrated that evaluating internet search data is a viable method for assessing public interest in HZ, thereby identifying areas of unmet need to support targeted public health campaigns.

Eczema-related Web Search Data in Sweden: Investigating Search Patterns and the Influence of Weather

As atopic eczema is triggered by environmental factors, such as temperature, differences in disease burden between and within countries are possible. One method to study this phenomenon is to perform web-search analysis, since the internet is commonly used to retrieve health-related information. This study, investigating the Google search volume regarding eczema in Swedish counties between April 2017 and March 2021, revealed a continuous increase in number of searches and that the search volume was higher in Northern than Southern Sweden. Gotland had the most searches per 100,000 inhabitants. In general, there was a negative correlation between search volume and temperature (r=-0.315, p < 0.001) and hours of sunshine (r=-0.213, p < 0.001), whereas there was a positive association between search volume and wind (r=0.229, p < 0.001). Search engine analysis is a rapid and cost-effective method of examining search behaviour regarding disease among the general population within a country and, thus, can enable the identification of regions with specific interests and needs.

Seasonal Patterns and Trends in Dermatoses in Poland

Background: The amount of data available online is constantly increasing, including search behavior and tracking trends in domains such as Google. Analyzing the data helps to predict patient needs and epidemiological events more accurately. Our study aimed to identify dermatology-related terms that occur seasonally and any search anomalies during the SARS-CoV-2 pandemic. Methods: The data were gathered using Google Trends, with 69 entries between January-2010 and December-2020 analyzed. We conducted the Seasonal Mann–Kendal Test to determine the strength of trends. The month with the highest seasonal component (RSV) and the lowest seasonal component (RSV) was indicated for every keyword. Groups of keywords occurring together regularly at specific periods of the year were shown. Results: We found that some topics were seasonally searched in winter (e.g., herpes, scabies, candida) and others in summer (e.g., erythema, warts, urticaria). Conclusions: Interestingly, downward trends in searches on sexually transmitted diseases in comparison with increased infection rates reported officially show a strong need for improved sexual education in Poland. There were no significant differences in trends for coronavirus-related cutaneous symptoms during 2020. We have shown that the seasonality of dermatologically related terms searched in Poland via Google did not differ significantly during SARS-CoV-2 pandemic.

[Web search data as health data? : Geographic differences, temporal trends, and topics of interest from internet search engine analyses in Germany]

Hintergrund

Die eingeschränkt zeitnahe, kostengünstige und regionale Verfügbarkeit von Daten im Gesundheitswesen gilt als einer der limitierenden Faktoren für zeitgerechte Analysen im Bereich der Versorgungsforschung und damit für die Gesundheitsversorgung der allgemeinen Bevölkerung. Deshalb geraten zunehmend Internetsuchmaschinenanalysen in den Fokus.

Fragestellung

Welchen Beitrag können Daten zum Internetsuchvolumen zu verschiedenen Erkrankungen in der Gesundheitsversorgung der deutschen Bevölkerung leisten? Wo liegt das Potenzial, und wo gibt es Grenzen?

Material und Methoden

Es erfolgten die Aufbereitung der aktuellen Literatur sowie eine selektive Übersicht der in den letzten 4 Jahren veröffentlichten Suchmaschinenanalysen zu dermatologischen, allergologischen und infektiologischen Erkrankungen in Deutschland.

Ergebnisse

Durch die Analyse von Suchmaschinendaten konnten zeitliche Entwicklungen wie Saisonalität, Monate mit dem höchsten Suchinteresse und geografische Unterschiede auf nationaler, Bundesländer- und Städteebene abgebildet und Interessenschwerpunkte bezüglich eines die Krankheit betreffenden Themas (z. B. Hautkrebs am Auge oder analer Juckreiz) aufgezeigt werden. Darüber hinaus fanden manche Studien einen Zusammenhang zwischen dem Suchvolumen und externen Faktoren (z. B. Temperatur, ärztliche Versorgungsstruktur) sowie zu registrierten Fällen (z. B. Hautkrebs, Borreliose).

Schlussfolgerung

Internetsuchmaschinendaten liefern als nahezu in Echtzeit verfügbare Datenquelle unter Berücksichtigung der aufgezeigten Fallstricke ein räumlich-zeitliches Abbild hinsichtlich der Bedürfnisse der internetnutzenden Bevölkerung. Sie können besonders nützlich in Situationen sein, in denen traditionelle Gesundheitsdaten begrenzt oder nicht vorhanden sind.

Zusatzmaterial online

Die Online-Version dieses Beitrags (10.1007/s00105-021-04918-x) enthält eine zusätzliche Tabelle. Beitrag und Zusatzmaterial stehen Ihnen im elektronischen Volltextarchiv auf https://www.springermedizin.de/der-hautarzt zur Verfügung. Sie finden das Zusatzmaterial am Beitragsende unter „Supplementary Information“.