In online surveys, we often request for parameters like weight, height, school grades or cumulative grade point average (CGPA) from respondents. We often hope that they do not distort facts and make scientific conclusions from self reported heights, weights, school grades. It is important to ensure that these data are valid and reliable. How do we ensure this?

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