Effects of Training and Auditory Context on Performance of a Point Estimation Sonification Task

Research on auditory graphs has investigated mappings, scalings, and polarities (Walker, 2002), as well as the addition of some contextual design features (Bonebright, Nees, Connerley, & McCain, 2001; Flowers, Buhman, & Turnage, 1997), in order to improve performance. However, little has been done to quantify the performance effects of such features, or to investigate effects of training in specific sonification tasks such as point estimation. Smith and Walker (2002) took a step towards quantifying and comparing the effects of adding several contextual design features. Presented here are selected results from a comprehensive follow-on study comparing effects of adding auditory context, either with or without training. The overall results indicate that some kinds of auditory context improved performance, while others did not. Training improved performance, and an interaction was discovered between type of auditory context and type of training (Smith, 2003). Implications are discussed.

[1]  Bruce N. Walker,et al.  Tick-marks, axes, and labels: The effects of adding context to auditory graphs , 2002 .

[2]  C D Wickens,et al.  Codes and Modalities in Multiple Resources: A Success and a Qualification , 1988, Human factors.

[3]  Terri L. Bonebright,et al.  Testing the effectiveness of sonified graphs for education: A programmatic research project , 2001 .

[4]  J. Adams Historical review and appraisal of research on the learning, retention, and transfer of human motor skills. , 1987 .

[5]  Gunnar Johannsen,et al.  Auditory display of directions and states for mobile systems , 2002 .

[6]  Juha Marila Experimental comparison of complex and simple sounds in menu and hierarchy sonification , 2002 .

[7]  Addie Ehrenstein,et al.  Training for a rapidly changing workplace : applications of psychological research , 1997 .

[8]  John D. Lee,et al.  Book review of Handbook of Human Factors and Ergonomics (2nd ed.) , 1999 .

[9]  John H. Flowers,et al.  Cross-Modal Equivalence of Visual and Auditory Scatterplots for Exploring Bivariate Data Samples , 1997, Hum. Factors.

[10]  Daniel R. Smith,et al.  Effects of training and context on human performance in a point estimation sonification task , 2003 .

[11]  R. Proctor,et al.  Skill acquisition and human performance , 1995 .

[12]  Gregory Kramer,et al.  Auditory Display: Sonification, Audification, And Auditory Interfaces , 1994 .

[13]  Gavriel Salvendy,et al.  Handbook of Human Factors and Ergonomics , 2005 .

[14]  Bruce N Walker,et al.  Magnitude estimation of conceptual data dimensions for use in sonification. , 2002, Journal of experimental psychology. Applied.