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The main reasons for inaccuracies are participants forgetting, interviewer error, desirability bias, problems with the definition and delineation of key concepts (e.g. "sex act").
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The propagation of error and desirability function were utilized to identify the levels of the selected factors that simultaneously optimize all the responses while reducing the variation transmitted to the responses from the variability of the controlled factors.
Estimates of time are subject to recall errors, social desirability bias and difficulties with correctly capturing the amount of individual sedentary behaviour.
A third type of systematic error involves social desirability bias.
This may be a consequence of recall error, perceived social desirability and other biases.
These findings suggest that errors made in self-reported weights are more likely due to human error or social desirability than scale inaccuracy.
Both recall error and social desirability would tend to cause an overestimation of medication adherence, but what effect this would have on our results is unclear.
These responses may reflect social desirability error; however, marked variations in how participants rationalised their behaviour suggests sample members held diverse views, even if they shared a common behaviour.
Self reports on surveys may be subject to error from "social desirability effects," which might cause both perpetrators and victims to misreport or omit their experiences (Salari and Baldwin 2002).
Furthermore, the present study relied on self-reporting of adolescent physical activity, which might result in measurement errors and social desirability bias.
Self-report measures, especially of PA, can result in measurement errors and social desirability bias [ 44, 45].
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