FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1964560902> ?p ?o ?g. }

• W1964560902 endingPage "e113592" @default.
• W1964560902 startingPage "e113592" @default.
• W1964560902 abstract "Although inequalities in health and socioeconomic status have an important influence on childhood educational performance, the interactions between these multiple factors relating to variation in educational outcomes at micro-level is unknown, and how to evaluate the many possible interactions of these factors is not well established. This paper aims to examine multi-dimensional deprivation factors and their impact on childhood educational outcomes at micro-level, focusing on geographic areas having widely different disparity patterns, in which each area is characterised by six deprivation domains (Income, Health, Geographical Access to Services, Housing, Physical Environment, and Community Safety). Traditional health statistical studies tend to use one global model to describe the whole population for macro-analysis. In this paper, we combine linked educational and deprivation data across small areas (median population of 1500), then use a local modelling technique, the Takagi-Sugeno fuzzy system, to predict area educational outcomes at ages 7 and 11. We define two new metrics, Micro-impact of Domain and Contribution of Domain, to quantify the variations of local impacts of multidimensional factors on educational outcomes across small areas. The two metrics highlight differing priorities. Our study reveals complex multi-way interactions between the deprivation domains, which could not be provided by traditional health statistical methods based on single global model. We demonstrate that although Income has an expected central role, all domains contribute, and in some areas Health, Environment, Access to Services, Housing and Community Safety each could be the dominant factor. Thus the relative importance of health and socioeconomic factors varies considerably for different areas, depending on the levels of each of the other factors, and therefore each component of deprivation must be considered as part of a wider system. Childhood educational achievement could benefit from policies and intervention strategies that are tailored to the local geographic areas' profiles." @default.
• W1964560902 created "2016-06-24" @default.
• W1964560902 creator A5000539493 @default.
• W1964560902 creator A5010398672 @default.
• W1964560902 creator A5023374483 @default.
• W1964560902 creator A5039233567 @default.
• W1964560902 creator A5055643609 @default.
• W1964560902 creator A5074330876 @default.
• W1964560902 creator A5075519183 @default.
• W1964560902 creator A5090277910 @default.
• W1964560902 date "2014-11-19" @default.
• W1964560902 modified "2023-10-16" @default.
• W1964560902 title "Local Modelling Techniques for Assessing Micro-Level Impacts of Risk Factors in Complex Data: Understanding Health and Socioeconomic Inequalities in Childhood Educational Attainments" @default.
• W1964560902 cites W2016563381 @default.
• W1964560902 cites W2047546465 @default.
• W1964560902 cites W2049551849 @default.
• W1964560902 cites W2059054792 @default.
• W1964560902 cites W2060363472 @default.
• W1964560902 cites W2077736182 @default.
• W1964560902 cites W2079325629 @default.
• W1964560902 cites W2086274107 @default.
• W1964560902 cites W2106327032 @default.
• W1964560902 cites W2107530554 @default.
• W1964560902 cites W2113076747 @default.
• W1964560902 cites W2120550559 @default.
• W1964560902 cites W2133649368 @default.
• W1964560902 cites W2137025420 @default.
• W1964560902 cites W2144083037 @default.
• W1964560902 cites W2144470468 @default.
• W1964560902 cites W2149454290 @default.
• W1964560902 cites W2152440470 @default.
• W1964560902 cites W2155758293 @default.
• W1964560902 cites W2158876825 @default.
• W1964560902 cites W2164586666 @default.
• W1964560902 cites W3124924055 @default.
• W1964560902 doi "https://doi.org/10.1371/journal.pone.0113592" @default.
• W1964560902 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4237439" @default.
• W1964560902 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/25409038" @default.
• W1964560902 hasPublicationYear "2014" @default.
• W1964560902 type Work @default.
• W1964560902 sameAs 1964560902 @default.
• W1964560902 citedByCount "7" @default.
• W1964560902 countsByYear W19645609022015 @default.
• W1964560902 countsByYear W19645609022016 @default.
• W1964560902 countsByYear W19645609022021 @default.
• W1964560902 countsByYear W19645609022022 @default.
• W1964560902 crossrefType "journal-article" @default.
• W1964560902 hasAuthorship W1964560902A5000539493 @default.
• W1964560902 hasAuthorship W1964560902A5010398672 @default.
• W1964560902 hasAuthorship W1964560902A5023374483 @default.
• W1964560902 hasAuthorship W1964560902A5039233567 @default.
• W1964560902 hasAuthorship W1964560902A5055643609 @default.
• W1964560902 hasAuthorship W1964560902A5074330876 @default.
• W1964560902 hasAuthorship W1964560902A5075519183 @default.
• W1964560902 hasAuthorship W1964560902A5090277910 @default.
• W1964560902 hasBestOaLocation W19645609021 @default.
• W1964560902 hasConcept C134306372 @default.
• W1964560902 hasConcept C138816342 @default.
• W1964560902 hasConcept C147077947 @default.
• W1964560902 hasConcept C159110408 @default.
• W1964560902 hasConcept C205649164 @default.
• W1964560902 hasConcept C2250968 @default.
• W1964560902 hasConcept C2908647359 @default.
• W1964560902 hasConcept C33923547 @default.
• W1964560902 hasConcept C45555294 @default.
• W1964560902 hasConcept C71924100 @default.
• W1964560902 hasConcept C99454951 @default.
• W1964560902 hasConceptScore W1964560902C134306372 @default.
• W1964560902 hasConceptScore W1964560902C138816342 @default.
• W1964560902 hasConceptScore W1964560902C147077947 @default.
• W1964560902 hasConceptScore W1964560902C159110408 @default.
• W1964560902 hasConceptScore W1964560902C205649164 @default.
• W1964560902 hasConceptScore W1964560902C2250968 @default.
• W1964560902 hasConceptScore W1964560902C2908647359 @default.
• W1964560902 hasConceptScore W1964560902C33923547 @default.
• W1964560902 hasConceptScore W1964560902C45555294 @default.
• W1964560902 hasConceptScore W1964560902C71924100 @default.
• W1964560902 hasConceptScore W1964560902C99454951 @default.
• W1964560902 hasIssue "11" @default.
• W1964560902 hasLocation W19645609021 @default.
• W1964560902 hasLocation W19645609022 @default.
• W1964560902 hasLocation W19645609023 @default.
• W1964560902 hasLocation W19645609024 @default.
• W1964560902 hasLocation W19645609025 @default.
• W1964560902 hasLocation W19645609026 @default.
• W1964560902 hasLocation W19645609027 @default.
• W1964560902 hasLocation W19645609028 @default.
• W1964560902 hasOpenAccess W1964560902 @default.
• W1964560902 hasPrimaryLocation W19645609021 @default.
• W1964560902 hasRelatedWork W2048164560 @default.
• W1964560902 hasRelatedWork W2065490322 @default.
• W1964560902 hasRelatedWork W2083117436 @default.
• W1964560902 hasRelatedWork W2088126323 @default.
• W1964560902 hasRelatedWork W2107112880 @default.
• W1964560902 hasRelatedWork W2411697341 @default.
• W1964560902 hasRelatedWork W2732997494 @default.
• W1964560902 hasRelatedWork W2793885793 @default.
• W1964560902 hasRelatedWork W2938462995 @default.

• next