Evidence map›Paper›PMID 36868670›Full record

ArticleJournal of safety research2023

One year of COVID-19: Impacts on safe driving behavior and policy recommendations.

Eva Michelaraki, Marios Sekadakis, Christos Katrakazas, Apostolos Ziakopoulos, George Yannis

Abstract read
In one paragraph

Article in Journal of safety research, 2023. 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

5 authors.

Eva MichelarakiNational Technical University of Athens, Department of Transportation Planning and Engineering, 5 Heroon Polytechniou str, GR-15773 Athens, Greece. Electronic address: evamich@mail.ntua.gr.
Marios SekadakisNational Technical University of Athens, Department of Transportation Planning and Engineering, 5 Heroon Polytechniou str, GR-15773 Athens, Greece.
Christos KatrakazasNational Technical University of Athens, Department of Transportation Planning and Engineering, 5 Heroon Polytechniou str, GR-15773 Athens, Greece.
Apostolos ZiakopoulosNational Technical University of Athens, Department of Transportation Planning and Engineering, 5 Heroon Polytechniou str, GR-15773 Athens, Greece.
George YannisNational Technical University of Athens, Department of Transportation Planning and Engineering, 5 Heroon Polytechniou str, GR-15773 Athens, Greece.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionIn the unprecedented year of 2020, the rapid spread of COVID-19 disrupted everyday activities worldwide, leading the majority of countries to impose lockdowns and confine citizens in order to minimize the exponential increase in cases and casualties. To date, very few studies have been concerned with the effect of the pandemic on driving behavior and road safety, and usually explore data from a limited time span.

methodThis study presents a descriptive overview of several driving behavior indicators as well as road crash data in correlation with the strictness of response measures in Greece and the Kingdom of Saudi Arabia (KSA). A k-means clustering approach was also employed to detect meaningful patterns.

resultsResults indicated that during the lockdown periods, speeds were increased by up to 6%, while harsh events were increased by about 35% in the two countries, compared to the period after the confinement. However, the imposition of another lockdown did not cause radical changes in Greek driving behavior during the late months of 2020. Finally, the clustering algorithm identified a "baseline," a "restrictions," and a "lockdown" driving behavior cluster, and it was shown that harsh braking frequency was the most distinctive factor. POLICY RECOMMENDATIONS: Based on these findings, policymakers should focus on the reduction and enforcement of speed limits, especially within urban areas, as well as the incorporation of active travelers in the current transport infrastructure.

Indexed as

Automobile DrivingCOVID-19AlgorithmsCommunicable Disease ControlHumansPolicyCOVID-19Driving behaviork-Means clusteringResponse measuresRoad crashes

Identifiers

PMID36868670
PMCPMC9595383

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.