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评估期望理论对学业成绩的预测效度。

Assessing the predictive validity of expectancy theory for academic performance.

机构信息

Department of Psychological Science, Missouri University of Science and Technology, Rolla, MO, 65409, USA.

出版信息

BMC Psychol. 2024 Aug 13;12(1):437. doi: 10.1186/s40359-024-01935-y.

Abstract

BACKGROUND

Despite expectancy theory's widespread appeal and influence as a framework for motivation in organizational and educational settings, studies that have examined the theory's validity for performance-based outcomes, particularly with academic performance as the criterion, have been characterized by inconsistent results. Given numerous methodological concerns associated with past studies (e.g., prevalence of between-person rather than within-person design), we examined the predictive validity of expectancy theory for academic performance using methods that were consistent with the theory's original conceptualization. Additionally, we assessed the validity of the theory for students' study effort.

METHODS

The final sample included 123 undergraduate students who reported their final grades in four courses. Study effort and other variables were measured with self-report surveys. Because course grades were nested within each person, multilevel modeling was used to test study hypotheses.

RESULTS

Both the valence model and the force model predicted a student's current study effort, but contrary to expectations, neither model predicted a student's final course grades. In contrast, both valence for academic success and the simplified force model (based only on valence and expectancy) predicted current study effort, final course grades, and explained incremental variance beyond cognitive ability. Furthermore, the predictive validity of this force model was relatively stable across the 11 weeks of the study.

CONCLUSIONS

Based on methods congruent with expectancy theory's original framework, we find that the force model does not predict academic performance. An alternative version of the model, however, predicts course grades and has incremental validity over cognitive ability. Our results have several significant theoretical and practical implications.

摘要

背景

尽管期望理论作为组织和教育环境中激励的框架具有广泛的吸引力和影响力,但那些检验该理论对基于绩效的结果(尤其是以学业成绩为标准)的有效性的研究,其结果一直不一致。鉴于过去研究中存在许多方法上的问题(例如,人与人之间的设计而不是人与人之间的设计很普遍),我们使用与理论最初概念一致的方法来检验期望理论对学业成绩的预测有效性。此外,我们还评估了该理论对学生学习努力的有效性。

方法

最终样本包括 123 名本科生,他们报告了四门课程的最终成绩。学习努力和其他变量通过自我报告调查进行测量。由于课程成绩嵌套在每个人中,因此使用多层次模型来检验研究假设。

结果

效价模型和力模型都预测了学生当前的学习努力,但与预期相反,两个模型都没有预测学生的最终课程成绩。相反,学业成功的效价和简化的力模型(仅基于效价和期望)都预测了当前的学习努力、最终课程成绩,并解释了超越认知能力的增量方差。此外,该力模型的预测有效性在研究的 11 周内相对稳定。

结论

基于与期望理论原始框架一致的方法,我们发现力模型不能预测学业成绩。然而,该模型的替代版本可以预测课程成绩,并具有超越认知能力的增量有效性。我们的结果具有重要的理论和实际意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/92ad/11321232/082949220b27/40359_2024_1935_Fig1_HTML.jpg

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