Socioeconomic Status and Academic Outcomes in Developing Countries: A Meta-Analysis:
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1,019 citations
"Socioeconomic Status and Academic O..." refers methods in this paper
...A shifting unit of analysis was used for the moderator analyses such that the unit of analysis was not limited to the study level (Cooper, 2010)....
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...In order to better understand how study quality might affect the results, we created a quality rating on an 8-point scale to assess the quality of the studies capturing various aspects of quality discussed by Cooper (2010)....
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...…using codes identified in previous metaanalytic studies of SES and achievement in the United States (e.g., Harwell et al., 2017; Sirin, 2005), while also including new codes emerging from the readings more specific to our study mostly related to country characteristics, as Cooper (2010) suggested....
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...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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...The coding sheet included key variables outlined in Cooper (2010): Report characteristics, study settings, participant and sample characteristics, SES and outcome measures, research design, and ES measures (Table 2)....
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870 citations
"Socioeconomic Status and Academic O..." refers methods in this paper
...Filmer and Pritchett (1999) used the Demographic and Health Surveys in over 50 developing countries and found significant differences in educational attainment (years of education) between wealthier and poorer children across 35 countries in Africa, the Middle East, South Asia, and East Asia....
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...…and achievement in a wide range of developing countries (i.e., Abuya et al., 2016; Aturupane, Glewwe, & Wisniewski, 2013; Edet & Ekegre, 2010; Filmer & Pritchett 1999; Friedlander, 2013; Hannum, 2003; McCoy, Zuilkowski, & Fink, 2015; Patrinos & Psacharopoulos, 1996; Pufall et al., 2016;…...
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821 citations
"Socioeconomic Status and Academic O..." refers background or methods or result in this paper
...…be more the case in wealthier nations with more income to invest in public education, but in poorer countries, variation in school quality reaches further below these threshold levels, creating the conditions for the Heyneman-Loxley effect (see Heyneman & Loxley, 1983; see also Baker et al., 2003)....
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...In subsequent research, using 1970s data from countries with a range of Socioeconomic Status in Developing Countries national average incomes, Heyneman and Loxley (1983) observed similar patterns in other developing countries, and found that the portion of the variance in achievement attributable…...
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...No systematic studies by region has been conducted, but in general, studies related to the Heyneman-Loxley effect suggest that the SESachievement relation is likely to be stronger in countries with higher GDP (Baker et al., 2003; Heyneman & Loxley, 1983)....
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...Although Heyneman and Loxley (1983) and Baker et al. (2003) have been widely cited as key studies advancing the field, they have been criticized for providing weak empirical evidence....
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...As pointed earlier, mass education expansion is central in explaining the Heyneman-Loxley effect (Heyneman & Loxley, 1983)....
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725 citations
"Socioeconomic Status and Academic O..." refers background in this paper
...Other indicators of SES include assets, wealth, home resources, reduced price program, number of books, and education-related investment decisions (see Bornstein & Bradley, 2003)....
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674 citations
"Socioeconomic Status and Academic O..." refers result in this paper
...This corroborates the hypothesis that schooling contributes to increasing achievement gaps (i.e., Alexander et al., 2007)....
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