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      Association between socioeconomic status and academic performance in children and adolescents with chronic kidney disease

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          Abstract

          Background

          Lower socioeconomic status (SES) is associated with lower academic achievement; however, this relationship is understudied in children with chronic kidney disease (CKD). This study examined the relationship between SES and academic performance in children and adolescents with CKD.

          Methods

          A total of 377 participants aged 6–18 years with CKD stages 1–5 ( n = 199), on dialysis ( n = 43) or with a kidney transplant ( n = 135) were recruited. Five SES measures and a composite SES index were examined for associations with parent-rated average or above average academic performance in numeracy and literacy using multivariable logistic regression.

          Results

          Participants’ median age was 12.6 years (IQR 8.9–15.5). Adjusted odds ratios (aOR) (95%CI) for better performance in numeracy and literacy, respectively, were 0.71 (0.44–1.15) and 0.75 (0.45–1.23) for children whose caregivers had lower educational attainment; 0.46 (0.26–0.80) and 0.53 (0.30–0.93) for lower household income; 0.52 (0.32–0.85) and 0.44 (0.26–0.73) for caregivers who were unemployed; 0.68 (0.41–1.12) and 0.59 (0.35–1.00) for caregivers with poor self-rated financial status; and 0.93 (0.53–1.64) and 1.00 (0.56–1.79) for caregivers who did not own their own home. Compared with the highest SES index quartile, the aORs for better performance by SES quartile in descending order were 1.24 (0.60–2.54), 0.76 (0.37–1.58), and 0.39 (0.18–0.86) for numeracy and 0.88 (0.41–1.85), 0.77 (0.35–1.66), and 0.32 (0.14–0.72) for literacy. No interactions were identified between SES and CKD stage, child age, or gender.

          Conclusions

          Across all CKD stages, children from lower SES families are less likely to perform well in literacy and numeracy than those from higher SES households.

          Graphical abstract

          A higher resolution version of the Graphical abstract is available as Supplementary information

          Supplementary Information

          The online version contains supplementary material including a graphical abstract available at 10.1007/s00467-022-05515-3.

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          Most cited references41

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          Constructing socio-economic status indices: how to use principal components analysis.

          Theoretically, measures of household wealth can be reflected by income, consumption or expenditure information. However, the collection of accurate income and consumption data requires extensive resources for household surveys. Given the increasingly routine application of principal components analysis (PCA) using asset data in creating socio-economic status (SES) indices, we review how PCA-based indices are constructed, how they can be used, and their validity and limitations. Specifically, issues related to choice of variables, data preparation and problems such as data clustering are addressed. Interpretation of results and methods of classifying households into SES groups are also discussed. PCA has been validated as a method to describe SES differentiation within a population. Issues related to the underlying data will affect PCA and this should be considered when generating and interpreting results.
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            Socioeconomic status and child development.

            Socioeconomic status (SES) is one of the most widely studied constructs in the social sciences. Several ways of measuring SES have been proposed, but most include some quantification of family income, parental education, and occupational status. Research shows that SES is associated with a wide array of health, cognitive, and socioemotional outcomes in children, with effects beginning prior to birth and continuing into adulthood. A variety of mechanisms linking SES to child well-being have been proposed, with most involving differences in access to material and social resources or reactions to stress-inducing conditions by both the children themselves and their parents. For children, SES impacts well-being at multiple levels, including both family and neighborhood. Its effects are moderated by children's own characteristics, family characteristics, and external support systems.
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              Socioeconomic Status and Academic Achievement: A Meta-Analytic Review of Research

              S. Sirin (2005)
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                Author and article information

                Contributors
                Rabia.khalid@sydney.edu.au
                Journal
                Pediatr Nephrol
                Pediatr Nephrol
                Pediatric Nephrology (Berlin, Germany)
                Springer Berlin Heidelberg (Berlin/Heidelberg )
                0931-041X
                1432-198X
                30 March 2022
                30 March 2022
                2022
                : 37
                : 12
                : 3195-3204
                Affiliations
                [1 ]GRID grid.413973.b, ISNI 0000 0000 9690 854X, Centre for Kidney Research, , The Children’s Hospital at Westmead, ; Sydney, Australia
                [2 ]GRID grid.1013.3, ISNI 0000 0004 1936 834X, Sydney School of Public Health, , The University of Sydney, ; Sydney, Australia
                [3 ]GRID grid.240562.7, Child & Adolescent Renal Service, , Queensland Children’s Hospital, ; Brisbane, Australia
                [4 ]GRID grid.416107.5, ISNI 0000 0004 0614 0346, Department of Nephrology, , The Royal Children’s Hospital, ; Melbourne, Australia
                [5 ]GRID grid.414009.8, ISNI 0000 0001 1282 788X, Department of Nephrology, , Sydney Children’s Hospital at Randwick, ; Sydney, Australia
                [6 ]GRID grid.414054.0, ISNI 0000 0000 9567 6206, Department of Nephrology, , Starship Children’s Hospital, ; Auckland, New Zealand
                [7 ]GRID grid.413973.b, ISNI 0000 0000 9690 854X, Children’s Hospital Education Research Institute, , The Children’s Hospital at Westmead, ; Sydney, Australia
                [8 ]GRID grid.413973.b, ISNI 0000 0000 9690 854X, Kids Neuroscience Centre, , The Children’s Hospital at Westmead, ; Sydney, Australia
                [9 ]GRID grid.1013.3, ISNI 0000 0004 1936 834X, School of Psychology, , The University of Sydney, ; Sydney, Australia
                [10 ]GRID grid.1013.3, ISNI 0000 0004 1936 834X, Menzies Centre for Health Policy and Economics, Faculty of Medicine and Health, , University of Sydney, ; Sydney, Australia
                [11 ]GRID grid.1013.3, ISNI 0000 0004 1936 834X, Child Population and Translational Health Research, Children’s Hospital at Westmead Clinical School, , The University of Sydney, ; Sydney, Australia
                [12 ]GRID grid.1014.4, ISNI 0000 0004 0367 2697, College of Medicine and Public Health, , Flinders University, ; Adelaide, Australia
                [13 ]GRID grid.413252.3, ISNI 0000 0001 0180 6477, Centre for Transplant and Renal Research, , Westmead Hospital, ; Sydney, Australia
                Author information
                http://orcid.org/0000-0002-2653-5834
                Article
                5515
                10.1007/s00467-022-05515-3
                9587100
                35355084
                33601a05-73ee-4b4e-b0c9-09971a4ccd00
                © The Author(s) 2022

                Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 22 October 2021
                : 20 February 2022
                : 22 February 2022
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100000925, National Health and Medical Research Council;
                Award ID: APP1147657
                Award ID: APP1195414
                Award Recipient :
                Funded by: Ludwig Engel Research Fellowship
                Funded by: University of Sydney
                Categories
                Original Article
                Custom metadata
                © International Pediatric Nephrology Association 2022

                Nephrology
                pediatric,ckd,socioeconomic status,education,academic achievement
                Nephrology
                pediatric, ckd, socioeconomic status, education, academic achievement

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