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. 2002 Aug;17(8):632–640. doi: 10.1046/j.1525-1497.2002.11110.x

Table 4.

Multivariate Regression Coefficients for Predicting the EBM Test Scores of Volunteer Community-based and Full-time Faculty (N = 174)

Variables Unstandardized Regression Coefficient (β)* SE Standardized Regression Coefficient (β′) P Value
Full-time faculty 0.184 0.038 0.298 <.001
Research background 0.065 0.016 0.284 <.001
Factor 1: Understanding of study type, sensitivity, and specificity 0.059 0.014 0.278 <.001
Family Practice specialty 0.065 0.027 0.162 .016
Encourage learners to perform literature search 0.054 0.026 0.135 .036
Years since residency, n −0.003 0.002 −0.126 .045
*

The Unstandardized Regression (β) Coefficient is the adjusted mean difference between the indicated category and the reference category in percent test questions correct. The intercept (−0.038) gives the baseline percent correct a faculty would be predicted to score on the test. The β coefficient gives the percentage correct to multiply by the value of the variable (yes = 1), and to add to or subtract from the intercept for each indicated variable.

Standardized Regression Coefficients (β′) compare the magnitudes of the regression coefficients and indicate the relative importance of each individual variable. Variables are listed by the strength of β′.

1 = “essentially none” to 4 = “a lot.”

R2 = .39, adjusted R2 = .37, model F value = 17.9 with P < .001, df = 6, 169; coefficient for the intercept = −0.038 with SE = 0.065.