ArticleCities (London, England)2022
Data-driven analysis of the impact of COVID-19 on Madrid's public transport during each phase of the pandemic.
Article in Cities (London, England), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 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
10 citing papers in PubMed.
- Investigating the potential of aggregated mobility indices for inferring public transport ridership changes.PloS one · 2024Article
- Sustainable urban mobility: Flexible bus service network design in the post-pandemic era.Sustainable cities and society · 2023Article
- Who changed and who maintained their urban bike-sharing mobility after the COVID-19 outbreak? A within-subjects study.Cities (London, England) · 2023Article
- A study on the factors that influenced the choice of transport mode before, during, and after the first lockdown in Milan, Italy.Cities (London, England) · 2023Article
- Systematic literature review on impacts of COVID-19 pandemic and corresponding measures on mobility.Transportation · 2023Article
- Factors affecting public transport performance due to the COVID-19 outbreak: A worldwide analysis.Cities (London, England) · 2023Article
- Evaluating the effectiveness of lockdowns and restrictions during SARS-CoV-2 variant waves in the Canadian province of Nova Scotia.Frontiers in public health · 2023Article
- To what extent the traffic restriction policies can improve its air quality? An inspiration from COVID-19.Stochastic environmental research and risk assessment : research journal · 2023Article
- Will transit recover? A retrospective study of nationwide ridership in the United States during the COVID-19 pandemic.Journal of public transportation · 2023Article
- The impact of the COVID-19 pandemic on China's economic structure: An input-output approach.Structural change and economic dynamics · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
COVID-19 has become a major global issue with large social-economic and health impacts, which led to important changes in people's behavior. One of these changes affected the way people use public transport. In this work we present a data-driven analysis of the impact of COVID-19 on public transport demand in the Community of Madrid, Spain, using data from ticket validations between February and September 2020. This period of time covers all stages of pandemic in Spain, including de-escalation phases. We find that ridership has dramatically decreased by 95% at the pandemic peak, recovering very slowly and reaching only half its pre-pandemic levels at the end of September. We analyze results for different transport modes, ticket types, and groups of users. Our work corroborates that low-income groups are the most reliant on public transportation, thus observing significantly lower decreases in their ridership during pandemic. This paper also shows different average daily patterns of public transit demand during each phase of the pandemic in Madrid. All these findings provide relevant information for transit agencies to design responses to an emergence situation like this pandemic, contributing to extend the global knowledge about COVID-19 impact on transport comparing results with other cities worldwide.
Indexed as
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.