Evidence map›Paper›PMID 42184334›Full record

ArticleJMIR dermatology2026

Climate, Humidity, and Population-Level Interest in Dry Skin: Infodemiology Analysis Using Google Trends Across the United States.

Kimiya Aframian, Shaya Naimi, Joy Xu, Gordon Bae

Abstract read
In one paragraph

Article in JMIR dermatology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Kimiya Aframian *Department of Dermatology, Stanford Medicine, Stanford, CA, United States.ORCID 0009-0003-0422-0019
Shaya Naimi *Department of Sciences, CU Boulder Aerospace Engineering Sciences, Boulder, CO, United States.ORCID 0000-0003-3373-2286
Joy XuDepartment of Medicine, David Geffen School of Medicine, 10833 Le Conte Ave, Los Angeles, CA, 90024, United States, 1 3109481476.ORCID 0000-0002-3233-2371
Gordon BaeDepartment of Dermatology, Stanford Medicine, Stanford, CA, United States.ORCID 0009-0003-7168-7049

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Climate and weather factors of temperature and humidity are widely reported to be associated with xerosis (dry skin), a common inflammatory skin condition and frequent driver of pruritus (itchy skin) and reduced quality of life. Growing evidence supports links between environmental conditions and skin barrier function, with extreme climates associated with increased atopic dermatitis-related clinical visits. Mechanistically, temperature and humidity affect the stratum corneum, the skin's primary permeability barrier, with low humidity and high temperature increasing transepidermal water loss and promoting cutaneous inflammation. Objective: This study examines the relationship between climate, namely temperature and humidity, and the general public's experience in dry skin and moisturizing products, throughout the United States. This study sought to address gaps in traditional epidemiologic approaches by linking climate conditions with population-level online search behavior related to dry skin and moisturizer use across the United States. Methods: Publicly available climate data were obtained from the National Oceanic and Atmospheric Administration (NOAA), including average temperature and dew point by state over a recent nine-year period (2016-2025). Dew point served as a proxy for ambient humidity. Google Trends was used to assess relative search interest for five dry skin- and moisturizer-related terms by state during the same period. Search interest was normalized per million residents, and associations between climate variables and search interest were evaluated using linear regression analyses. Statistical analyses were conducted using R. Results: Lower average temperatures and lower dew points were associated with higher dry skin-related search interest, while warmer, more humid states showed lower interest. Both temperature and dew point demonstrated significant negative associations with Google search interest. This work was not funded and data collection was performed using publicly available, free databases. Conclusions: Population-level search behavior related to xerosis reflects national patterns of climate-associated dermatologic burden.

Indexed as

ClimateDermatitisHumidityInfodemiologySearch EngineHumansTemperatureUnited Statesdew pointdry skingoogle trendshumidityinfodemiologytemperatureUnited Statesxerosis

Identifiers

PMID42184334
PMCPMC13200769

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Registered trials

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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.