Evidence map›Paper›PMID 41187281›Full record

ArticleJMIR formative research2025

Associations Between Online Search Trends and Outpatient Visits for Common Medical Symptoms in the United States from 2004 to 2019: Time Series Ecological Study.

Ryan Heumann, Steven R Steinhubl

Abstract read
In one paragraph

Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

2 authors.

Ryan HeumannIndiana University School of Medicine, 340 W 10th St, Indianapolis, IN, 46202, United States, 1 317-274-8157.ORCID 0000-0002-3167-2171
Steven R SteinhublWeldon School of Biomedical Engineering, Purdue University West Lafayette, West Lafayette, IN, United States.ORCID 0000-0002-9256-7914

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The seemingly endless amount of information available on the internet at the touch of a few buttons has increasingly served as a resource for individuals to find health information over the last 20+ years. Previous research in the field of infodemiology suggests that this change in use of the internet by the public to find health information has an impact on their interaction with the health care system. However, to this date, no study has directly juxtaposed the growth of internet searching and the number of visits to ambulatory care centers for the same concerns over the last two decades of internet growth. Objective: This study aimed to explore the relationship between online searches for three common primary care concerns and ambulatory visits for those same concerns during 2004-2019. Methods: The National Ambulatory Medical Care Survey and National Hospital Ambulatory Medical Care Survey data were searched between the years 2004 and 2019 in order to estimate the number of annual ambulatory care visits for cough, sore throat, and abdominal pain. Google Trends data were explored to analyze the number of people searching for information about the same complaints over the same years. Cross correlation, time series regression, and Granger causality analysis were performed to analyze patterns and causality. Results: Google Trends data showed that the number of searches for the common primary care symptoms "cough," "sore throat," and "stomach pain" in the United States grew by 208%, 290%, and 490%, respectively, between 2004 and 2019. However, over the same time, United States population-adjusted outpatient visits for cough and sore throat decreased by 41.5% and 40%, respectively, and stomach pain visits remained unchanged. According to conservative estimation, analysis concluded that an increase in internet searches for cough can predict a decline in ambulatory visits for that symptom. Conclusions: This supports that, on a population level, exploring online health information about some common, acute symptoms did not lead to increase in care seeking, but instead, suggests that a substantial portion of the population found the information to be reassuring or informative enough to not feel the need to seek care from a primary health care provider. With the rapid evolution and availability of more detailed and personalized information from various large language models, it is likely that internet search habits of users will continue to grow, and with it, continue to transform interactions with the health care system.

Indexed as

Ambulatory CareInformation Seeking BehaviorInternetOutpatientsSearch EngineAdultCoughFemaleHealth Care SurveysHumansMaleMiddle AgedPharyngitisUnited Statesambulatory caredigital healthhealth informationinfodemiologyinternetpatient educationprimary care

Identifiers

PMID41187281
PMCPMC12585001

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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.