Item placement for questionnaire design for optimal reliability

This paper presents a methodology for placement of the items of surveys to obtain optimal reliability. A mathematical model is developed based on some specific structured assumptions for reliability and consistency. The problem is transformed into a mathematical optimization problem. We present solution methodology for the problem and also properties of the algorithm. An example is presented to illustrate our methodology.

[1]  G. Willis,et al.  Cognitive Interviewing: A Tool for Improving Questionnaire Design , 2004 .

[2]  D. Dinges,et al.  Summary of the key features of seven biomathematical models of human fatigue and performance. , 2004, Aviation, space, and environmental medicine.

[3]  Brendan Burchell,et al.  The effect of questionnaire length on survey response , 1992 .

[4]  Aleksander P. J. Ellis,et al.  Item Placement on a Personality Measure: Effects on Faking Behavior and Test Measurement Properties , 2002, Journal of Personality Assessment.

[5]  William G. Mollenkopf,et al.  An experimental study of the effects on item-analysis data of changing item placement and test time limit , 1950 .

[6]  Steven C. Padgitt,et al.  Extension's Portfolio for the 21st Century: A Place for One-on-One Consultations , 1999 .

[7]  B. Wansink,et al.  Asking Questions: The Definitive Guide to Questionnaire Design -- For Market Research, Political Polls, and Social and Health Questionnaires , 2004 .

[8]  J. Ory.  Item Placement and Wording Effects on Overall Ratings , 1982 .

[9]  J. Bachman,et al.  Effects of Questionnaire Length on Response Quality , 1981 .

[10]  J. Ramalho-Santos,et al.  Cronbach's alpha: a tool for assessing the reliability of scales , 1999 .

[11]  Janice Rattray,et al.  Essential elements of questionnaire design and development. , 2007, Journal of clinical nursing.

[12]  Patricia J. Labaw.  Advanced questionnaire design , 1981 .

[13]  M. Galesic,et al.  Effects of Questionnaire Length on Participation and Indicators of Response Quality in a Web Survey , 2009 .