Data collected from surveys can result in hundreds of variables and thousands of respondents. This implies that time and energy must be devoted to (a) carefully entering the data into a database, (b) running preliminary analyses to identify any problems (e.g., missing data, potential outliers), (c) checking the reliability and validity of the…

In 2007, while pursuing my doctoral degree, I (Baoshan Zhang) embarked on a study to develop a scale for measuring state self-monitoring. Although a Self-Monitoring Scale had been developed in 1974 to measure stable individual characteristics, the measure could be inadequate for examining the short-term self-monitoring elicited by certain social…