Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2018 Aug;50(4):1694-1715.
doi: 10.3758/s13428-018-1041-8.

The Visual Analogue Scale for Rating, Ranking and Paired-Comparison (VAS-RRP): A new technique for psychological measurement

Affiliations
Review

The Visual Analogue Scale for Rating, Ranking and Paired-Comparison (VAS-RRP): A new technique for psychological measurement

Yao-Ting Sung et al. Behav Res Methods. 2018 Aug.

Abstract

Traditionally, the visual analogue scale (VAS) has been proposed to overcome the limitations of ordinal measures from Likert-type scales. However, the function of VASs to overcome the limitations of response styles to Likert-type scales has not yet been addressed. Previous research using ranking and paired comparisons to compensate for the response styles of Likert-type scales has suffered from limitations, such as that the total score of ipsative measures is a constant that cannot be analyzed by means of many common statistical techniques. In this study we propose a new scale, called the Visual Analogue Scale for Rating, Ranking, and Paired-Comparison (VAS-RRP), which can be used to collect rating, ranking, and paired-comparison data simultaneously, while avoiding the limitations of each of these data collection methods. The characteristics, use, and analytic method of VAS-RRPs, as well as how they overcome the disadvantages of Likert-type scales, ranking, and VASs, are discussed. On the basis of analyses of simulated and empirical data, this study showed that VAS-RRPs improved reliability, response style bias, and parameter recovery. Finally, we have also designed a VAS-RRP Generator for researchers' construction and administration of their own VAS-RRPs.

Keywords: CTCU model; Likert-type scale; Multi-item VAS; Paired comparison; Ranking; VAS-RRP.

PubMed Disclaimer

Figures

Fig. 1
Fig. 1
Two examples of the Visual Analogue Scale for Rating, Ranking, and Paired-Comparison (VAS-RRP) after a user has placed each item on the continuum
Fig. 2
Fig. 2
Example of a correlated-traits–correlated-uniqueness model using the Visual Analogue Scale for Rating, Ranking, and Paired-Comparison (VAS-RRP). R = realistic type, I = investigative type, A = artistic type (Holland, 1997).
Fig. 3
Fig. 3
Example of a Situation-Based Career-Interest Assessment testlet.
Fig. 4
Fig. 4
First page of VAS-RRP Generator.
Fig. 5
Fig. 5
Snapshot of the procedure for the Design_your_VAS-RRP_scale functionality.
Fig. 6
Fig. 6
Snapshot of the VAS-RRP template file for three testlets with six items.
Fig. 7
Fig. 7
Snapshot of a Take_a_VAS-RRP_survey testlet.

Similar articles

Cited by

References

    1. Albaum G. The Likert scale revisited: An alternate version. Journal of the Market Research Society. 1997;39:331–348. doi: 10.1177/147078539703900202. - DOI
    1. Allen IE, Seaman CA. Likert scales and data analyses. Quality Progress. 2007;40:64–65.
    1. Alwin DF. Information transmission in the survey interview: Number of response categories and the reliability of attitude measurement. In: Marsden PV, editor. Sociological methodology. Cambridge, MA: Blackwell; 1992. pp. 83–118.
    1. Babakus E, Ferguson CE, Jöreskog KG. The sensitivity of confirmatory maximum likelihood factor analysis to violations of measurement scale and distributional assumptions. Journal of Marketing Research. 1987;37:72–141.
    1. Bagozzi RP, Yi Y. On the evaluation of structural equation models. Journal of the Academy of Marketing Science. 1988;16:74–94. doi: 10.1007/BF02723327. - DOI

Publication types

LinkOut - more resources