Wise and Kong (2005) defined an index to flag examinees not putting forth minimal effort, based on their response time.  It is called the response time effort (RTE) index. Let K be the number of items in the test. The RTE for each examinee j is

where TCji is 1 if the response time on item i exceeds some minimum cutpoint, and 0 if it does not.  This therefore evaluates the proportion of items for which the examinee spent less time than the specified cutpoint, and therefore ranges from 0 to 1. You, as the researcher, needs to decide what that cutpoint is: 10 second, 30 seconds… what makes sense for your exam?

Want to calculate Response Time Effort on your data? Download the free software SIFT.

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nthompson

Nathan Thompson earned his PhD in Psychometrics from the University of Minnesota, with a focus on computerized adaptive testing. His undergraduate degree was from Luther College with a triple major of Mathematics, Psychology, and Latin. He is primarily interested in the use of AI and software automation to augment and replace the work done by psychometricians, which has provided extensive experience in software design and programming. Dr. Thompson has published over 100 journal articles and conference presentations, but his favorite remains https://pareonline.net/getvn.asp?v=16&n=1.