Pa. Carpenter et P. Shah, A MODEL OF THE PERCEPTUAL AND CONCEPTUAL PROCESSES IN GRAPH COMPREHENSION, Journal of experimental psychology. Applied, 4(2), 1998, pp. 75-100
The article proposes that graph comprehension emerges from an integrat
ed sequence of several types of processes: pattern-recognition process
es that encode graphic patterns, interpretive processes that operate o
n those patterns to retrieve or construct qualitative and quantitative
meanings, and integrative processes that relate these meanings to the
referents inferred from labels and titles. The model is supported by
2 studies that examine the pattern and durations of eye fixations as a
person interprets line graphs or answers questions about line graphs
that vary in type and complexity. One implication is that graph compre
hension might be more accurate and more complete if the graph's format
were changed or the audience were educated to lessen the burden of th
e inferential, interpretive, and integrative processes.