ArticleScientific data2022
Global holiday datasets for understanding seasonal human mobility and population dynamics.
Article in Scientific data, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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.
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.
Who cites it
13 citing papers in PubMed, 43 citations in OpenAlex.
- Human mobility acts as a lever for decarbonising wastewater treatment plants.Environmental science and ecotechnology · 2026Article
- Inferring mobility reductions from COVID-19 disease spread along the urban-rural gradient.Frontiers in public health · 2026Article
- Assessing global pandemic risks from emerging infectious diseases and high containment laboratory leaks: A country-level spatial network SIR model analysis.Risk analysis : an official publication of the Society for Risk Analysis · 2025Article
- The effective intervening opportunity model for seasonal human mobility.Innovation (Cambridge (Mass.)) · 2025Article
- Use of cell phone data to correct Île-de-France population estimates and SARS-CoV-2 incidence, July to September, 2021: a proof-of-concept exercise.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2025Article
- Mapping seasonal human mobility across Africa using mobile phone location history and geospatial data.Research square · 2025Article
- Predicting influenza-like illness trends based on sentinel surveillance data in China from 2011 to 2019: A modelling and comparative studyInfectious Disease Modelling · 2024Article
- On an Aggregated Estimate for Human Mobility Regularities through Movement Trends and Population Density.Entropy (Basel, Switzerland) · 2024Article
- Impact of the COVID-19 pandemic on inbound air travel to Canada.Canada communicable disease report = Releve des maladies transmissibles au Canada · 2024Article
- Exploring infectious disease spread as a function of seasonal and pandemic-induced changes in human mobility.Frontiers in public health · 2024Article
- Assessing the impact of COVID-19 interventions on influenza-like illness in Beijing and Hong Kong: an observational and modeling study.Infectious diseases of poverty · 2023Observational
- City-scale synthetic individual-level vehicle trip data.Scientific data · 2023Article
- Geographic Variations in Human Mobility Patterns during the First Six Months of the COVID-19 Pandemic in California.Applied sciences (Basel, Switzerland) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 2 institutions in 3 countries.
Funding
Abstract
Public and school holidays have important impacts on population mobility and dynamics across multiple spatial and temporal scales, subsequently affecting the transmission dynamics of infectious diseases and many socioeconomic activities. However, worldwide data on public and school holidays for understanding their changes across regions and years have not been assembled into a single, open-source and multitemporal dataset. To address this gap, an open access archive of data on public and school holidays in 2010-2019 across the globe at daily, weekly, and monthly timescales was constructed. Airline passenger volumes across 90 countries from 2010 to 2018 were also assembled to illustrate the usage of the holiday data for understanding the changing spatiotemporal patterns of population movements.
Identifiers
What OpenQuestion holds
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.