Web Survey Bibliography
Changing the alignment or type of rating scales is a simple way of expanding the possibilities for designing questionnaires. Flexibility in design is appreciated in Web questionnaires, for example to be able to optimize questionnaires according to the respondent's screen format (especially in mobile Web surveys to avoid bias that occurs when respondents have to scroll to see all response options). But there is a danger that changes in response scales can impair data quality.
We manipulated the available rating scale in a 2 (alignment) x 2 (type of scale) factorial between-subjects design. Alignment was either horizontal or vertical. For type of scale we used discrete ve-point categorical scales and continuous visual analogue scales (VASs). VASs were implemented as plain lines with 250 possible values and both ends verbally anchored. VASs are appreciated, e.g. in medical research, because small dierences can be detected within- or between-subjects. However, they are rarely used in the social and behavioral sciences, most probably because the analysis of data from non-computerized VASs is burdensome and because of a considerable lack of methodological research.
392 students participated in a Web experiment with a questionnaire consisting of 40 items on the Big Five dimensions of personality. Neither type of scale nor alignment mattered regarding dropout and lurking (i.e. participants rating not a single item at all). Missing data occurred more often with 5-point scales than with VASs, Chi2(2, N = 391) = 5.24, p < .05, alignment did not matter. Neither alignment nor scale type had a statistically signi cant eect on means of the ve dimensions of personality.
Thanks to computerized data collection we were able collect two paradata: response time and frequency of modi ed answers. Neither type of scale nor alignment showed an in uence on response time. With VASs ratings were modi ed more often than with 5-point scales, F(1, 390) = 49.83, p < .001, eta2 = .114. Alignment had no in uence on frequency of modi ed answers. There were no interactions.
Five items (one from every dimension of personality) were repeated at the end of the questionnaire. We found test-retest reliability (CronbachOs alpha) to be a little higher with 5-point scales (M = .92) than with VASs (M = .90). Horizontal alignment led to higher scores (M = .92) than vertical alignment (M = .90). Consequently, horizontal 5-point scales led to the highest reliability scores (M = .93) and vertical VASs performed worse (M = .88).
Overall, alignment can apparently be used as a means of design with ve-point categorical scales as well as with VASs without running the risk of seriously biasing data. However, it should be kept in mind that scales of short to medium length were used in this study. Further research with longer scales is needed.
Conference homepage (abstract)
Web Survey Bibliography - Funke, F. (36)
- Slide to ruin data: How slider scales may negatively affect data quality and what to do about it; 2013; Funke, F.
- HTML5 and mobile Web surveys: A Web experiment on new input types; 2013; Funke, F.
- Break-off and attrition in the GIP amongst technologically experienced and inexperienced participants...; 2013; Blom, A. G., Bossert, D., Clark, V., Funke, F., Gebhard, F., Holthausen, A., Krieger, U., Wachenfeld...
- Nonresponse and Nonresponse Bias in a Probability-Based Internet Panel; 2013; Blom, A. G., Bossert, D., Funke, F., Gebhard, F., Holthausen, A., Krieger, U.
- Enhancing Web Surveys With New HTML5 Input Types; 2012; Funke, F.
- Mobile Survey Participation Rates in Commercial Market Research: A Meta-Analysis; 2012; Bosnjak, M., Poggio, T., Becker, K. R., Funke, F., Wachenfeld, A., Fischer, B.
- High potential for mobile Web surveys: Findings from a survey representative for German Internet users...; 2012; Funke, F., Wachenfeld, A.
- Better low-tech than sorry: How technophile questionnaires may affect psychological representativeness...; 2012; Funke, F., Reips, U. -D.
- Why semantic differentials in Web-based research should be made from visual analogue scales and not...; 2012; Funke, F., Reips, U. -D.
- Web-based rating scales: HTML 5 and other innovations; 2011; Funke, F.
- Ignoring the compatibility of online questionnaires may bias the psychological composition of your sample...; 2011; Funke, F.
- Slider Scales Causing Serious Problems With Less Educated Respondents; 2011; Funke, F., Reips, U. -D., Thomas, R. K.
- Explaining more variance with visual analogue scales: A Web experiment; 2011; Funke, F.
- Sliders for the Smart: Type of Rating Scale on the Web Interacts With Educational Level; 2011; Funke, F., Reips, U. -D., Thomas, R. K.
- Internet-Based Measurement With Visual Analogue Scales: An Experimental Investigation; 2010; Funke, F.
- Twisting rating scales in Web surveys: Slider scales versus categorical scales of horizontal versus...; 2009; Funke, F. Reips, U. -D. Thomas, R. K.
- Semantic differentials made from visual analogue scales: Expanding the survey designer's menu; 2009; Funke, F., Reips, U. -D.
- Making small effects observable: Reducing error by using visual analogue scales; 2009; Funke, F., Reips, U. -D.
- Increasing Confidence in Survey Estimates with Visual Analogue Scales; 2009; Funke, F., Reips, U. -D., Thomas, R. K.
- Twisting Rating Scales: Horizontal versus Vertical Visual Analogue Scales versus Categorical Scales...; 2009; Funke, F., Reips, U. -D.
- Yes, VASs can! Increasing the accuracy of survey measurements with computerized visual analogue scales...; 2009; Funke, F., Reips, U. -D.
- Response Formats in Cross-cultural Comparisons in Web-based Surveys; 2009; Thomas, R. K.l, Terhanian, G., Funke, F.
- Results from 6 Independent Web Experiments Comparing Visual Analogue Scales with Categorical Scales; 2009; Funke, F., Reips, U. -D.
- Formatting Error with Visual Analogue Scales in Web Surveys; 2009; Funke, F., Reips, U. -D.
- Assessing Semantic Differentials with Visual Analogue Scales in Web Surveys; 2008; Funke, F., Reips, U. -D.
- Visual Analogue Scales in Cross Cultural Web Surveys ; 2008; Funke, F., Reips, U. -D., Thomas, R. K.
- Interval-level measurement with visual analogue scales in Internet-based research: VAS generator; 2008; Reips, U. -D., Funke, F.,
- Visual Analogue Scales Versus Categorical Scales: Respondent Burden, Cognitive Depth, and Data Quality...; 2008; Funke, F.,Reips, U. -D.
- Improving Data Quality in Web Surveys with Visual Analogue Scales; 2007; Funke, F., Reips, U. -D.
- Using Audio and Video Clips in Web Surveys — Feasibility and Impact on Data Quality; 2007; Fuchs, M., Funke, F.
- Video Web Surveys: Results from field-experimental comparisons with text-based Web surveys; 2007; Fuchs, M., Funke, F.
- Improving Data Quality in Web Surveys with Visual Analogue Scales; 2007; Funke, F., Reips, U. -D.
- VASgenerator.net - A Web-Based Tool for Creating Visual Analogue Scales ; 2007; Reips, U. -D., Funke, F.
- Dynamic Forms: Online Surveys 2.0 ; 2007; Funke, F., Reips, U. -D.
- Visual Analogue Scales: Non-linear Data Categorization by Transformation with Reduced Extremes; 2006; Funke, F., Reips, U. -D.
- Visual analogue scales in online surveys; 2005; Funke, F.