Eye tracking analysis of computer program comprehension in programmers with dyslexia

TY - JOUR

T1 - Eye tracking analysis of computer program comprehension in programmers with dyslexia

AU - McChesney, Ian

AU - Bond, RR

PY - 2019/6/30

Y1 - 2019/6/30

N2 - This paper investigates the impact of dyslexia on the reading and comprehension of computer program code. Drawing upon work from the fields of program comprehension, eye tracking, dyslexia, models of reading and dyslexia gaze behaviour, a set of hypotheses is developed with which to investigate potential differences in the gaze behaviour of programmers with dyslexia compared to typical programmers. The hypotheses posit that, in general terms, programmers with dyslexia will show gaze behaviour of longer duration and a greater number of fixations on program features than typical programmers. An experiment is described in which 28 programmers (14 with dyslexia, 14 without dyslexia) were asked to read and explain three simple computer programs. Eye tracking technology is used to capture the gaze behaviour of the programmers. Data analysis suggests that the code reading behaviour of programmers with dyslexia is not what would be expected based on the dyslexia literature relating to natural text. In conjunction with further exploratory analysis, observations are made in relation to spatial differences in how programmers with dyslexia read and scan code. The results show that the gaze behaviour of programmers with dyslexia requires further study to understand effects such as code layout, identifier naming and line length. A possible impact on dyslexia gaze behaviour is from the visual crowding of features in program code which might cause certain program features to receive less attention during a program comprehension task.

AB - This paper investigates the impact of dyslexia on the reading and comprehension of computer program code. Drawing upon work from the fields of program comprehension, eye tracking, dyslexia, models of reading and dyslexia gaze behaviour, a set of hypotheses is developed with which to investigate potential differences in the gaze behaviour of programmers with dyslexia compared to typical programmers. The hypotheses posit that, in general terms, programmers with dyslexia will show gaze behaviour of longer duration and a greater number of fixations on program features than typical programmers. An experiment is described in which 28 programmers (14 with dyslexia, 14 without dyslexia) were asked to read and explain three simple computer programs. Eye tracking technology is used to capture the gaze behaviour of the programmers. Data analysis suggests that the code reading behaviour of programmers with dyslexia is not what would be expected based on the dyslexia literature relating to natural text. In conjunction with further exploratory analysis, observations are made in relation to spatial differences in how programmers with dyslexia read and scan code. The results show that the gaze behaviour of programmers with dyslexia requires further study to understand effects such as code layout, identifier naming and line length. A possible impact on dyslexia gaze behaviour is from the visual crowding of features in program code which might cause certain program features to receive less attention during a program comprehension task.

KW - Computer programming

KW - Dyslexia

KW - Eye tracking

KW - Program comprehension

UR - http://www.scopus.com/inward/record.url?scp=85053498140&partnerID=8YFLogxK

U2 - 10.1007/s10664-018-9649-y

DO - 10.1007/s10664-018-9649-y

M3 - Article

VL - 24

SP - 1109

EP - 1154

JO - Empirical Software Engineering

T2 - Empirical Software Engineering

JF - Empirical Software Engineering

SN - 1382-3256

IS - 3

ER -