Socioeconomic Status and Academic Outcomes in Developing Countries: A Meta-Analysis:
TL;DR: Despite the multiple meta-analyses documenting the association between socioeconomic status (SES) and achievement, none have examined this question outside of English-speaking industrialized countr....
Abstract: Despite the multiple meta-analyses documenting the association between socioeconomic status (SES) and achievement, none have examined this question outside of English-speaking industrialized countr...
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"Socioeconomic Status and Academic O..." refers background or methods or result in this paper
...Initial agreement levels were 100% for grade level, number of SES components included in study, and achievement measures (Cohen’s kappa = 1.0). Cohen’s kappa for type of attainment measure, SES type, and source of report were .90, .92, and .96 respectively. Weekly meetings were held to resolve coding discrepancies, and discussions were held to reach a 100% agreement between both codes. The first author reviewed all codes for accuracy and resolved disagreements when a consensus could not be reached. The coding scheme was refined to adjust for coding errors arising from ambiguity. Rosenthal (1991) and Cooper (2010) strongly recommend this method of independent double-coding by different coders and resolving discrepancies involving a third coder to ensure high reliability....
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..., 2017) suggest that although the ESs are weaker than that suggested by the initial Coleman report, the relation between SES and achievement can still be qualified as moderate to strong. These meta-analyses have contributed to our understanding of the SES-achievement relation as shown by the large impact they have made in the scholarship. However, these studies exclusively focus on U.S. samples, and none of them include developing countries in their sample. The first meta-analysis by White (1982) did not limit the geographic scope but reported that almost all studies were done in the United States, with a few conducted in Canada and England. Sirin’s (2005) follow-up study explicitly set sample students in the United States as a criterion of inclusion, excluding all other non-U....
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...These can be qualified as “small” according to Cohen’s (1988) guideline but need to be compared to other findings in this particular area to be interpreted meaningfully. We focused on the results of the achievement outcome as we did not find any studies reporting the SES-attainment relation in prior research against which to compare our results. The ES we found of .12 for SES and achievement is lower compared with .27 found by Sirin (2005) in U....
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..., 2017) suggest that although the ESs are weaker than that suggested by the initial Coleman report, the relation between SES and achievement can still be qualified as moderate to strong. These meta-analyses have contributed to our understanding of the SES-achievement relation as shown by the large impact they have made in the scholarship. However, these studies exclusively focus on U.S. samples, and none of them include developing countries in their sample. The first meta-analysis by White (1982) did not limit the geographic scope but reported that almost all studies were done in the United States, with a few conducted in Canada and England. Sirin’s (2005) follow-up study explicitly set sample students in the United States as a criterion of inclusion, excluding all other non-U.S. samples. Harwell et al. (2017) did not explicitly discuss geographical location but included mostly U....
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...These can be qualified as “small” according to Cohen’s (1988) guideline but need to be compared to other findings in this particular area to be interpreted meaningfully. We focused on the results of the achievement outcome as we did not find any studies reporting the SES-attainment relation in prior research against which to compare our results. The ES we found of .12 for SES and achievement is lower compared with .27 found by Sirin (2005) in U.S. studies published between 1990 and 2000, and also compared to .29 and .25 found for U.S. studies published between 1990 and 1999 and between 2000 and 2011, respectively, in Harwell et al. (2017). We note that our study additionally covers the most recent decade...
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30,215 citations
"Socioeconomic Status and Academic O..." refers background in this paper
...Up to date, the majority of meta-analyses in education including developing countries have been focused on program effectiveness and examined attainment outcomes (Conn, 2017; García & Saavedra, 2017; Krishnaratne, White, & Carpenter, 2013; McEwan, 2015; Petrosino, Morgan, Fronius, Tanner-Smith, & Boruch, 2015). The only two meta-analyses that examined achievement outcomes in program effectiveness studies are McEwan (2015) and Petrosino et al....
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...…to their children through education in the United States and the United Kingdom (Bradley & Corwyn, 2002; BrooksGunn, Duncan, & Aber, 1997; Coleman, 1988; Harwell, Maeda, Bishop, & Xie, 2017; Letourneau, Duffett-Leger, Levac, Watson, & Young-Morris, 2013; MacLeod, 1995; Marks, Cresswell,…...
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...Up to date, the majority of meta-analyses in education including developing countries have been focused on program effectiveness and examined attainment outcomes (Conn, 2017; García & Saavedra, 2017; Krishnaratne, White, & Carpenter, 2013; McEwan, 2015; Petrosino, Morgan, Fronius, Tanner-Smith, & Boruch, 2015). The only two meta-analyses that examined achievement outcomes in program effectiveness studies are McEwan (2015) and Petrosino et al. (2015), who explored test scores, grades, and achievement measures as “ancillary effects” beyond the main effects of educational attainment....
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...The importance of family SES for academic outcomes has been emphasized since the monumental Coleman report (Coleman et al., 1966) in the United States and the Plowden report (Peaker, 1971) in the United Kingdom. Coleman et al. (1966) found that school SES trumped familial influences in predicting students’ outcomes, and school SES—a proxy for many school processes (e.g., teacher quality, school resources, classroom climate)—was more predictive of student achievement than family SES. In particular, minority students’ achievement depended more on the schools they attended compared to the achievement of majority students, but schools had little impact on students’ achievement independent of their family background. However, in this study and other subsequent studies, academic outcome has often been limited to achievement. Achievement typically include standardized tests, teacher rating scales, class grades, GPA, and self-rated academic performance or competence. Achievement is distinct from attainment type outcomes, which is traditionally measured by the years of education completed by students or the highest degree attained by students. Low educational attainment is due to children who do not enroll (i.e., enroll at all or enroll at the correct age level), attend school, or progress to the next grade or who drop out altogether (World Bank, 2004). Thus, attainment outcomes broadly encompass indicators defining the milestones necessary for students’ quality learning in school, and can include measures such as enrollment rates, attendance, absence, and dropout. Most studies published after the Coleman et al. report (1966) used only achievement outcomes and focused on Western industrialized countries....
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...The importance of family SES for academic outcomes has been emphasized since the monumental Coleman report (Coleman et al., 1966) in the United States and the Plowden report (Peaker, 1971) in the United Kingdom. Coleman et al. (1966) found that school SES trumped familial influences in predicting students’ outcomes, and school SES—a proxy for many school processes (e....
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6,641 citations
"Socioeconomic Status and Academic O..." refers methods or result in this paper
...In our sample, 19 studies reported the raw correlation and sample size while 30 did not report a correlation directly but provided enough information to calculate an ES using the formula provided by Lipsey and Wilson (2001)....
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...Publication bias has been identified as a threat in other studies as journals tend to favor significant findings (Borenstein et al., 2009; Lipsey & Wilson, 2001)....
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5,177 citations
"Socioeconomic Status and Academic O..." refers methods in this paper
...Rosenthal (1991) and Cooper (2010) strongly recommend this method of independent double-coding by different coders and resolving discrepancies involving a third coder to ensure high reliability....
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