Matches in SemOpenAlex for { <https://semopenalex.org/work/W4364859910> ?p ?o ?g. }
- W4364859910 endingPage "183449092311640" @default.
- W4364859910 startingPage "183449092311640" @default.
- W4364859910 abstract "The purpose of this study is to discover which noncognitive variables provide more information about reading performance. To answer this question, data mining based on information gain, decision tree and random forest methods were utilized in the study. The participants of the study consisted of 606,627 15-year-old students (49.8% female) in a total of 78 countries or economies, 37 of which are OECD members. Reading performance and plausible values of reading, the Student, ICT Familiarity, Financial Literacy, Educational Career, Well-Being and Parent Questionnaire data in PISA 2018 were analyzed to answer the research questions. When 108 features were analyzed as independent variables, it was found that SES (home possessions, cultural possessions, and ICT resources at home), metacognitive skills (assessing credibility and summarizing), and liking/enjoying reading were major variables predicting reading performance. The path analysis revealed that these variables explain 53.3% of the variability in reading performance. It is also remarkable that the decision tree model has a 74.61% accuracy value in estimating the reading performance." @default.
- W4364859910 created "2023-04-13" @default.
- W4364859910 creator A5061065097 @default.
- W4364859910 creator A5071684100 @default.
- W4364859910 creator A5082747614 @default.
- W4364859910 date "2023-01-01" @default.
- W4364859910 modified "2023-09-27" @default.
- W4364859910 title "Which noncognitive features provide more information about reading performance? A data-mining approach to big educational data" @default.
- W4364859910 cites W1200812423 @default.
- W4364859910 cites W1572951960 @default.
- W4364859910 cites W1853636458 @default.
- W4364859910 cites W191612365 @default.
- W4364859910 cites W1963918090 @default.
- W4364859910 cites W1979900513 @default.
- W4364859910 cites W1980165731 @default.
- W4364859910 cites W1985003572 @default.
- W4364859910 cites W1991437223 @default.
- W4364859910 cites W1995875735 @default.
- W4364859910 cites W2009220764 @default.
- W4364859910 cites W2029508461 @default.
- W4364859910 cites W2064230777 @default.
- W4364859910 cites W2064725536 @default.
- W4364859910 cites W2071666535 @default.
- W4364859910 cites W2102625203 @default.
- W4364859910 cites W2108875528 @default.
- W4364859910 cites W2113337769 @default.
- W4364859910 cites W2128912745 @default.
- W4364859910 cites W2151739053 @default.
- W4364859910 cites W2165520714 @default.
- W4364859910 cites W2242525186 @default.
- W4364859910 cites W2317682225 @default.
- W4364859910 cites W2499463648 @default.
- W4364859910 cites W2505921950 @default.
- W4364859910 cites W2529567349 @default.
- W4364859910 cites W2567289819 @default.
- W4364859910 cites W2579551568 @default.
- W4364859910 cites W2583324126 @default.
- W4364859910 cites W2616155747 @default.
- W4364859910 cites W2803977972 @default.
- W4364859910 cites W2877923312 @default.
- W4364859910 cites W2885819792 @default.
- W4364859910 cites W2911964244 @default.
- W4364859910 cites W2935822081 @default.
- W4364859910 cites W2947162798 @default.
- W4364859910 cites W2969688395 @default.
- W4364859910 cites W2999395444 @default.
- W4364859910 cites W3006393473 @default.
- W4364859910 cites W3025594154 @default.
- W4364859910 cites W3084049503 @default.
- W4364859910 cites W3092613281 @default.
- W4364859910 cites W3106636133 @default.
- W4364859910 cites W3114581619 @default.
- W4364859910 cites W3119229524 @default.
- W4364859910 cites W3119486642 @default.
- W4364859910 cites W3119649659 @default.
- W4364859910 cites W3126232929 @default.
- W4364859910 cites W3162875928 @default.
- W4364859910 cites W3168319761 @default.
- W4364859910 cites W4230616807 @default.
- W4364859910 cites W4236137412 @default.
- W4364859910 cites W4251736675 @default.
- W4364859910 cites W4254020793 @default.
- W4364859910 doi "https://doi.org/10.1177/18344909231164025" @default.
- W4364859910 hasPublicationYear "2023" @default.
- W4364859910 type Work @default.
- W4364859910 citedByCount "0" @default.
- W4364859910 crossrefType "journal-article" @default.
- W4364859910 hasAuthorship W4364859910A5061065097 @default.
- W4364859910 hasAuthorship W4364859910A5071684100 @default.
- W4364859910 hasAuthorship W4364859910A5082747614 @default.
- W4364859910 hasBestOaLocation W43648599101 @default.
- W4364859910 hasConcept C119857082 @default.
- W4364859910 hasConcept C15744967 @default.
- W4364859910 hasConcept C17744445 @default.
- W4364859910 hasConcept C19417346 @default.
- W4364859910 hasConcept C199539241 @default.
- W4364859910 hasConcept C2776291640 @default.
- W4364859910 hasConcept C2780224610 @default.
- W4364859910 hasConcept C41008148 @default.
- W4364859910 hasConcept C547764534 @default.
- W4364859910 hasConcept C554936623 @default.
- W4364859910 hasConcept C82793941 @default.
- W4364859910 hasConceptScore W4364859910C119857082 @default.
- W4364859910 hasConceptScore W4364859910C15744967 @default.
- W4364859910 hasConceptScore W4364859910C17744445 @default.
- W4364859910 hasConceptScore W4364859910C19417346 @default.
- W4364859910 hasConceptScore W4364859910C199539241 @default.
- W4364859910 hasConceptScore W4364859910C2776291640 @default.
- W4364859910 hasConceptScore W4364859910C2780224610 @default.
- W4364859910 hasConceptScore W4364859910C41008148 @default.
- W4364859910 hasConceptScore W4364859910C547764534 @default.
- W4364859910 hasConceptScore W4364859910C554936623 @default.
- W4364859910 hasConceptScore W4364859910C82793941 @default.
- W4364859910 hasLocation W43648599101 @default.
- W4364859910 hasOpenAccess W4364859910 @default.
- W4364859910 hasPrimaryLocation W43648599101 @default.
- W4364859910 hasRelatedWork W1151199228 @default.
- W4364859910 hasRelatedWork W1967284665 @default.