Bias in patient satisfaction surveys: a threat to measuring healthcare quality.

Furthermore, there may be significant ceiling effects with positively framed questions, since the average tends to be so high that it is difficult to distinguish across performance levels. 17 18 The main implication of our study is that designers of patient satisfaction surveys should avoid using all positively phrased statements.

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