Researchers must devise a way to examine or measure concepts of interest. An understanding of measurement principles is necessary in order to critique research studies. Summarize the process of obtaining study participants, collection of data, and conducting data analysis. Include a description of what can go wrong selecting study participants, collecting data, and conducting data analysis.