Matches in SemOpenAlex for { <https://semopenalex.org/work/W4210840364> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4210840364 abstract "Abstract Background: Numerous studies working on the association between the human development index (HDI) and road traffic death rate (RTDR) , merely focused on developed countries, have not thus far reflected on the relationship between the HDI components and RTDR. Therefore, this study aimed to analyze the trends of RTDR and their association with the HDI and its components from 2007 to 2016. Methods: The RTDR data for 131 countries were imported into the unconditional latent growth model (LGM) to assess the trends of RTDR between 2007 and 2016. The impact of the HDI and its components (viz. education, income and life expectancy [LE viz]) on the trajectory of RTDR was also evaluated using the conditional LGM. Classification and regression trees (CARTs) were then applied to classify the countries based on the HDI and its components into downward or upward trends. The importance of the HDI components in the CART models was further extracted through random forests (RFs). Results: The results of the unconditional LGM indicated an overall decreasing trend in RTDR. A total number of 106 and 25 countries also had a downward and upward trend of RTDR, respectively. Based on the conditional LGM, the outcomes revealed the negative effect of the HDI and its components on the model parameters. The accuracy of the CARTs was at least by 85%, indicating its high classification performance. According to the findings of RFs, LE was the most crucial variable in the CART models. Conclusion: Overall, RTDR is concluded to be multifactorial. As this study showed, the HDI and its LE component are the main determinants of RTDR at the global level. In addition, legislative factors and sociocultural context of countries are assumed as important issues that should be considered by policy-makers to control RTD." @default.
- W4210840364 created "2022-02-09" @default.
- W4210840364 creator A5002693307 @default.
- W4210840364 creator A5012527479 @default.
- W4210840364 creator A5015791868 @default.
- W4210840364 creator A5017426531 @default.
- W4210840364 creator A5036993448 @default.
- W4210840364 date "2022-02-03" @default.
- W4210840364 modified "2023-10-16" @default.
- W4210840364 title "Road Traffic Death Rate and Human Development Index in 2007-2016 at the Global Level: Trend Analysis" @default.
- W4210840364 doi "https://doi.org/10.21203/rs.3.rs-1220902/v1" @default.
- W4210840364 hasPublicationYear "2022" @default.
- W4210840364 type Work @default.
- W4210840364 citedByCount "0" @default.
- W4210840364 crossrefType "posted-content" @default.
- W4210840364 hasAuthorship W4210840364A5002693307 @default.
- W4210840364 hasAuthorship W4210840364A5012527479 @default.
- W4210840364 hasAuthorship W4210840364A5015791868 @default.
- W4210840364 hasAuthorship W4210840364A5017426531 @default.
- W4210840364 hasAuthorship W4210840364A5036993448 @default.
- W4210840364 hasBestOaLocation W42108403641 @default.
- W4210840364 hasConcept C105795698 @default.
- W4210840364 hasConcept C133925201 @default.
- W4210840364 hasConcept C136764020 @default.
- W4210840364 hasConcept C144024400 @default.
- W4210840364 hasConcept C149782125 @default.
- W4210840364 hasConcept C149923435 @default.
- W4210840364 hasConcept C162324750 @default.
- W4210840364 hasConcept C166957645 @default.
- W4210840364 hasConcept C205649164 @default.
- W4210840364 hasConcept C2777275308 @default.
- W4210840364 hasConcept C2777382242 @default.
- W4210840364 hasConcept C2779735493 @default.
- W4210840364 hasConcept C2781089502 @default.
- W4210840364 hasConcept C2908647359 @default.
- W4210840364 hasConcept C33923547 @default.
- W4210840364 hasConcept C41008148 @default.
- W4210840364 hasConcept C50522688 @default.
- W4210840364 hasConceptScore W4210840364C105795698 @default.
- W4210840364 hasConceptScore W4210840364C133925201 @default.
- W4210840364 hasConceptScore W4210840364C136764020 @default.
- W4210840364 hasConceptScore W4210840364C144024400 @default.
- W4210840364 hasConceptScore W4210840364C149782125 @default.
- W4210840364 hasConceptScore W4210840364C149923435 @default.
- W4210840364 hasConceptScore W4210840364C162324750 @default.
- W4210840364 hasConceptScore W4210840364C166957645 @default.
- W4210840364 hasConceptScore W4210840364C205649164 @default.
- W4210840364 hasConceptScore W4210840364C2777275308 @default.
- W4210840364 hasConceptScore W4210840364C2777382242 @default.
- W4210840364 hasConceptScore W4210840364C2779735493 @default.
- W4210840364 hasConceptScore W4210840364C2781089502 @default.
- W4210840364 hasConceptScore W4210840364C2908647359 @default.
- W4210840364 hasConceptScore W4210840364C33923547 @default.
- W4210840364 hasConceptScore W4210840364C41008148 @default.
- W4210840364 hasConceptScore W4210840364C50522688 @default.
- W4210840364 hasLocation W42108403641 @default.
- W4210840364 hasOpenAccess W4210840364 @default.
- W4210840364 hasPrimaryLocation W42108403641 @default.
- W4210840364 hasRelatedWork W10990995 @default.
- W4210840364 hasRelatedWork W14031552 @default.
- W4210840364 hasRelatedWork W19110203 @default.
- W4210840364 hasRelatedWork W20745919 @default.
- W4210840364 hasRelatedWork W2582154 @default.
- W4210840364 hasRelatedWork W26865121 @default.
- W4210840364 hasRelatedWork W2791319 @default.
- W4210840364 hasRelatedWork W38018286 @default.
- W4210840364 hasRelatedWork W41683056 @default.
- W4210840364 hasRelatedWork W4424853 @default.
- W4210840364 isParatext "false" @default.
- W4210840364 isRetracted "false" @default.
- W4210840364 workType "article" @default.