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Does performance invalidity undermine replication? Evidence from an undergraduate student participant sample.
Melanie A Mascarenhas1, Konstantine K Zakzanis1,2
1Graduate Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto, Ontario, Canada.
Performance invalidity, identified by Performance Validity Tests (PVTs), affects undergraduate research data quality. Incorporating PVTs enhances research transparency and reproducibility in psychological science.
Area of Science:
- Psychological Science
- Neuropsychology
- Research Methodology
Background:
- Performance invalidity is a known issue in clinical and forensic neuropsychology.
- Its impact on psychological research data quality, especially with undergraduate participants, is understudied.
- This raises concerns for the reproducibility of research findings.
Purpose of the Study:
- To investigate if Performance Validity Tests (PVTs) can practically improve data quality in psychological research.
- To assess the influence of performance invalidity on study outcomes in a research setting.
- To explore the utility of established neuropsychological tools in addressing reproducibility challenges.
Main Methods:
- Performance Validity Tests (PVTs) were integrated into a direct replication of a 2008 prescribed optimism study.
- 87 undergraduate students participated and were categorized as credible or non-credible based on PVT performance.
- Analyses were conducted on the full sample and then repeated within these subgroups.
Main Results:
- The replication was successful, with a large effect size (d=0.98).
- 17.2% of participants failed at least one PVT, indicating performance invalidity.
- Credible participants showed a larger effect size (d=1.02) than the full sample, while non-credible participants showed a smaller effect (d=0.87), with a reversal in secondary analyses.
- Significant differences were found between credible and non-credible subgroups on the primary outcome, despite demographic and experimental equivalence.
Conclusions:
- Performance invalidity is prevalent in undergraduate research samples and can significantly impact study results.
- Integrating PVTs into research protocols is a practical and scalable method to enhance data quality and transparency.
- Neuropsychology's established tools, like PVTs, can offer solutions to improve the reproducibility of psychological science.
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