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2017 - Student and School SES, Gender, Strategy Use, and Achievement

Attribution: Callan, Gregory L.; Marchant, Gregory J.; Finch, W. Holmes; Flegge, Lindsay
Researchers: Gregory J. MarchantGregory L. CallanHolmes W. FinchLindsay Flegge
University Affiliation: Ball State University
Email: glcallan@bsu.edu
Research Question:
The authors examine the relationships among five variables, including three demographic variables and two composites of academic strategies. They examine three learning strategies and two metacognitive strategies. What are the direct and indirect effects of these variables on academic achievement across three content areas of mathematics, science, and reading?
Published: Yes
Journal Name or Institutional Affiliation: Psychology in the Schools
Journal Entry: Vol. 54, No. 9, pp.1106-1122
Year: 2017
Findings:

– Schools, as opposed to families, may be the primary vehicle for developing effective strategy use practices for students and thus,
targeted interventions may be particularly useful for male students
attending low SES schools.
– One learning strategy (i.e., control strategies) was found to relate significantly and positively to achievement.
– These strategies were used more by females and students attending higher SES schools.
– Males and students attending lower SES schools tended to use a greater number of learning strategies that did not relate to achievement, including memorization and elaboration.
– Strategies that did not relate to achievement were used more
frequently by students from higher SES families.

Scholarship Types: Journal Article Reporting Empirical ResearchKeywords: Academic AchievementGenderMathReadingSchool SES CompositionScienceRegions: InternationalMethodologies: QuantitativeResearch Designs: Secondary Survey DataAnalysis Methods: Multilevel mediated regression Sampling Frame:15-year-old students from the 65 nations participating in the PISA (2009)
Sampling Types: Nationally RepresentativeAnalysis Units: CountrySchoolStudentData Types: Quantitative-Cross Sectional
Data Description:

The authors examine three learning strategies (memorization, elaboration, and control) and two metacognitive strategies (metacognitive understanding/remembering and metacognitive summarizing).

This project examined data collected through the PISA. The focus was on student self-reports regarding the use of learning and metacognitive strategies, achievement data for mathematics, science, and reading, and demographic data regarding students’ gender, family SES, and school SES.

The sample included a total of 475,460 15-year-old students (50.3% female) from the 65 nations participating in the PISA (2009). A total of 17,145 different schools were included in the sample, and were selected to be representative within each country (OECD, 2012).

DV: Achievement for mathematics, reading, and science were used from the individual-level PISA database.

IVs: Gender; family SES (PISA SES index); school SES (mean family SES); learning strategies (four-point Likert-type self-report items that targeted the frequency with which they used memorization, elaboration, and control strategies).

Because students are hierarchically nested within multiple systems, a three-level multivariate mediated regression model was used, with level 1 being students, level 2 being schools, and level 3 being countries.

Theoretical Framework:
Relevance:Factors related to STEM learning
Archives: K-12 Integration, Desegregation, and Segregation AbstractsK-16 STEM Abstracts

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