Overview
This chapter is about best practices and common issues in designing surveys.
As suggested in some review papers Simms (2008), the construction of a new survey or scale consists of several steps:
Review the literature to define the construct of interest and to find existing or related measures of the construct
Is the new measure really needed?
Define the constructs.
Interview respondents to see whether respondents think the same way about the construct as you do
Reconcile potential differences between the literature review and the interview data
Develop items
Validate with experts
Do cognitive pretesting to see how respondents understand and respond to each item
Run large-scaled reliability and validity tests
I will try to cover as many of these topics as possible. Currently, there is a chapter on response options and one containing some recommended readings. There is also a Statistics section on this website that covers factor analyses.