What follows below is the result of an online discussion I had with psychologists Brent Roberts (BR) and Michael Frank (MF). We discussed scale construction, and particularly, whether items with two response options (i.e., Yes v. No) are good or bad for the reliability and validity of the scale. The answers we came to surprised me--and they might surprise you too!
MK: Twitter recently rolled out a polling feature that allows its users to ask and answer questions of each other. The poll feature allows polling with two possible response options (e.g., Is it Fall? Yes/No). Armed with snark and some basic training in psychometrics and scale construction, I thought it would be fun to pose the following as my first poll:
Said training suggests that, all things being equal, some people are more “Yes” or more “No” than others, so having response options that include more variety will capture more of the real variance in participant responses. To put that into an example, if I ask you if you agree with the statement: “I have high self-esteem.” A yes/no two-item response won’t capture all the true variance in people’s responses that might be otherwise captured by six items ranging from strongly disagree to strongly agree. MF/BR, is that how you would characterize your own understanding of psychometrics? Continue reading
