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Sensibilitat e especificitat×Mida de l'efecte×
CampEstadística per a la recercaEstadística per a la recerca
FamíliaProcess / pipelineProcess / pipeline
Any d'origen19781988
Autor originalMultiple sources in medical diagnosis and signal detectionJacob Cohen
TipusConceptConcept
Font seminalAltman, D. G., & Bland, J. M. (1994). Diagnostic tests 1: Sensitivity and specificity. BMJ, 308(6943), 1552. link ↗Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates. ISBN: 0-8058-0283-5
Àliesdiagnostic accuracy, true positive rate, true negative rate, receiver operating characteristicES, Cohen's d, standardized effect, practical significance
Relacionats44
ResumSensitivity and specificity are fundamental metrics of diagnostic test accuracy. Sensitivity is the probability that a test correctly identifies a person with the disease (true positive rate: TP / (TP + FN)). Specificity is the probability that a test correctly identifies a person without the disease (true negative rate: TN / (TN + FP)). Every test involves a trade-off: increasing sensitivity (catching all sick people) often reduces specificity (more false alarms). Choice of test threshold depends on the clinical context: screening for serious diseases favors sensitivity; confirming a diagnosis favors specificity.Effect size quantifies the magnitude of a research finding independent of sample size. While a p-value tells you whether a result is statistically significant, an effect size tells you how big the result is. Jacob Cohen formalized effect size measurement in behavioral sciences (1988), establishing standard benchmarks (small = 0.2, medium = 0.5, large = 0.8 for Cohen's d). Effect sizes are essential for meta-analysis, power analysis, and communicating the practical importance of research findings.
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ScholarGateCompara mètodes: Sensitivity and Specificity · Effect Size. Recuperat el 2026-06-15 de https://scholargate.app/ca/compare