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Journal ArticleDOI

Much ado about grit: A meta-analytic synthesis of the grit literature.

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TLDR
A meta-analytic review of the grit literature with a particular focus on the structure of grit and the relation between grit and performance, retention, conscientiousness, cognitive ability, and demographic variables suggests that interventions designed to enhance grit may only have weak effects on performance and success.
Abstract
Grit has been presented as a higher order personality trait that is highly predictive of both success and performance and distinct from other traits such as conscientiousness. This paper provides a meta-analytic review of the grit literature with a particular focus on the structure of grit and the relation between grit and performance, retention, conscientiousness, cognitive ability, and demographic variables. Our results based on 584 effect sizes from 88 independent samples representing 66,807 individuals indicate that the higher order structure of grit is not confirmed, that grit is only moderately correlated with performance and retention, and that grit is very strongly correlated with conscientiousness. We also find that the perseverance of effort facet has significantly stronger criterion validities than the consistency of interest facet and that perseverance of effort explains variance in academic performance even after controlling for conscientiousness. In aggregate our results suggest that interventions designed to enhance grit may only have weak effects on performance and success, that the construct validity of grit is in question, and that the primary utility of the grit construct may lie in the perseverance facet. (PsycINFO Database Record (c) 2017 APA, all rights reserved)

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Constructing validity: New developments in creating objective measuring instruments.

TL;DR: This update of Clark and Watson (1995) provides a synopsis of major points of an earlier article and discusses issues in scale construction that have become more salient as clinical and personality assessment has progressed over the past quarter-century.
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Measurement Schmeasurement: Questionable Measurement Practices and How to Avoid Them:

TL;DR: It is demonstrated that psychology is plagued by a measurement schmeasurement attitude: QMPs are common, hide a stunning source of researcher degrees of freedom, and pose a serious threat to cumulative psychological science, but are largely ignored.
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An Updated Guideline for Assessing Discriminant Validity

TL;DR: A generalized definition of discriminant validity based on the correlation between two measures after measurement error has been considered is provided and some problems and equivalencies of these techniques that have gone unnoticed by prior research are demonstrated.
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Advancing the Science and Practice of Social and Emotional Learning: Looking Back and Moving Forward

TL;DR: The authors summarizes the results of nearly 100 years of research on school-based social and emotional learning (SEL) and concludes that the SEL field has grown out of research in many fields and subfields with different subfields.
References
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Statistical Power Analysis for the Behavioral Sciences

TL;DR: The concepts of power analysis are discussed in this paper, where Chi-square Tests for Goodness of Fit and Contingency Tables, t-Test for Means, and Sign Test are used.
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Bias in meta-analysis detected by a simple, graphical test

TL;DR: Funnel plots, plots of the trials' effect estimates against sample size, are skewed and asymmetrical in the presence of publication bias and other biases Funnel plot asymmetry, measured by regression analysis, predicts discordance of results when meta-analyses are compared with single large trials.
Journal ArticleDOI

The role of deliberate practice in the acquisition of expert performance.

TL;DR: A theoretical framework is proposed that explains expert performance in terms of acquired characteristics resulting from extended deliberate practice and that limits the role of innate (inherited) characteristics to general levels of activity and emotionality.
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Unskilled and unaware of it: How difficulties in recognizing one's own incompetence lead to inflated self-assessments.

TL;DR: Across 4 studies, the authors found that participants scoring in the bottom quartile on tests of humor, grammar, and logic grossly overestimated their test performance and ability.
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