ArticleJournal of medical Internet research2023
The Effect of the COVID-19 Pandemic on Digital Health-Seeking Behavior: Big Data Interrupted Time-Series Analysis of Google Trends.
Article in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.
What it found
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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.
The trial behind it
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Who cites it
26 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Understanding Inequalities in Mobile Health Utilization Across Phases: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Virtual Service Delivery in Mental Health and Substance Use Care: A Systematic Review of Preference Elicitation Studies.Community mental health journal · 2025Pooled it
- Physiotherapists' perception of barriers and facilitators to the implementation of digital health interventions: a scoping review.BMC health services research · 2026Article
- Integrating remote blood pressure monitoring into NHS primary care: a human factors perspective.Frontiers in digital health · 2026Article
- On the importance of communication, advocacy, and information accuracy in destigmatizing mpox disease.Scientific reports · 2025Article
- Temporal Association Between ChatGPT-Generated Diarrhea Synonyms in Internet Search Queries and Emergency Department Visits for Diarrhea-Related Symptoms in South Korea: Exploratory Study.Journal of medical Internet research · 2025Article
- A scoping review and expert consensus on digital determinants of health.Bulletin of the World Health Organization · 2025Article
- Progressing implementation of behavior change frameworks for digital health interventions: challenges and ways forward.Translational behavioral medicine · 2025Article
- Loneliness, Social Isolation, and Digital Health Literacy Among Older Women Living Alone in South Korea During the COVID-19 Pandemic.Psychiatry investigation · 2025Article
- Public and Research Interest in Telemedicine From 2017 to 2022: Infodemiology Study of Google Trends Data and Bibliometric Analysis of Scientific Literature.Journal of medical Internet research · 2024Article
- The impact of the COVID-19 pandemic on nostalgic social media use.Frontiers in psychology · 2024Article
- What is the impact of artificial intelligence-based chatbots on infodemic management?Frontiers in public health · 2024Article
- Editorial: A digitally-enabled, science-based global pandemic preparedness and response scheme: how ready are we for the next pandemic?Frontiers in public health · 2024Article
- A sociotechnical framework to assess patient-facing eHealth tools: results of a modified Delphi process.NPJ digital medicine · 2023Article
- A Framework for Digital Health Policy: Insights from Virtual Primary Care Systems Across Five Nations.PLOS digital health · 2023Article
- Digital Health Reimbursement Strategies of 8 European Countries and Israel: Scoping Review and Policy Mapping.JMIR mHealth and uHealth · 2023Article
- Mapping Factors That Affect the Uptake of Digital Therapeutics Within Health Systems: Scoping Review.Journal of medical Internet research · 2023Article
- Changes in digital healthcare search behavior during the early months of the COVID-19 pandemic: A study of six English-speaking countries.PLOS digital health · 2023Article
- [Analysis with Google Trends and Our World in Data on Global Mental Health in the Context of the covid-19 Pandemic].Revista colombiana de psiquiatria · 2023Article
- From New Endocrine Entities Requiring New Approaches to New Approaches Leading to New Endocrine Entities.Diagnostics (Basel, Switzerland) · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDue to the emergency responses early in the COVID-19 pandemic, the use of digital health in health care increased abruptly. However, it remains unclear whether this introduction was sustained in the long term, especially with patients being able to decide between digital and traditional health services once the latter regained their functionality throughout the COVID-19 pandemic.
objectiveWe aim to understand how the public interest in digital health changed as proxy for digital health-seeking behavior and to what extent this change was sustainable over time.
methodsWe used an interrupted time-series analysis of Google Trends data with break points on March 11, 2020 (declaration of COVID-19 as a pandemic by the World Health Organization), and December 20, 2020 (the announcement of the first COVID-19 vaccines). Nationally representative time-series data from February 2019 to August 2021 were extracted from Google Trends for 6 countries with English as their dominant language: Canada, the United States, the United Kingdom, New Zealand, Australia, and Ireland. We measured the changes in relative search volumes of the keywords online doctor, telehealth, online health, telemedicine, and health app. In doing so, we capture the prepandemic trend, the immediate change due to the announcement of COVID-19 being a pandemic, and the gradual change after the announcement.
resultsDigital health search volumes immediately increased in all countries under study after the announcement of COVID-19 being a pandemic. There was some variation in what keywords were used per country. However, searches declined after this immediate spike, sometimes reverting to prepandemic levels. The announcement of COVID-19 vaccines did not consistently impact digital health search volumes in the countries under study. The exception is the search volume of health app, which was observed as either being stable or gradually increasing during the pandemic.
conclusionsOur findings suggest that the increased public interest in digital health associated with the pandemic did not sustain, alluding to remaining structural barriers. Further building of digital health capacity and developing robust digital health governance frameworks remain crucial to facilitating sustainable digital health transformation.
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Registered trials
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.