Reference health

On Current Limitations of Online Eye-Tracking to Study the Visual Processing of Source Code

https://doi.org/10.2139/ssrn.4051688
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30/30 checkable references clean · checked 2026-08-29

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

29 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 30 checked references that resolve
resolves10.1145/3145904
A Survey on the Usage of Eye-Tracking in Computer Programming
resolves10.1145/3025453.3025573
Improving Communication Between Pair Programmers Using Shared Gaze Awareness
resolves10.1145/3078072.3079740
Using Eye-Tracking to Unveil Differences Between Kids and Teens in Coding Activities
resolves10.1145/3387904.3389279
What Drives the Reading Order of Programmers?
resolves10.1016/j.infsof.2015.06.008
A systematic literature review on the usage of eye-tracking in software engineering
resolves10.3758/s13428-017-0913-7
Online webcam-based eye tracking in cognitive science: A first look
resolves10.1016/j.infsof.2020.106483
Improving requirements specification use by transferring attention with eye tracking data
resolves10.1016/j.infsof.2016.07.003
Task-specific visual cues for improving process model understanding
resolves10.1109/2.48797
How do we read algorithms? A case study
resolves10.1023/A:1015297914742
Object-Oriented Program Comprehension: Effect of Expertise, Task and Phase
resolves10.1037/0033-295X.87.4.329
A theory of reading: From eye fixations to comprehension.
resolves10.1007/s10664-020-09829-4
A practical guide on conducting eye tracking studies in software engineering
resolves10.1145/2168556.2168563
Eye tracker data quality
resolves10.3758/s13428-020-01400-9
Characterizing gaze position signals and synthesizing noise during fixations in eye-tracking data
resolves10.3390/s19030626
Understanding Eye Movement Signal Characteristics Based on Their Dynamical and Fractal Features
resolves10.1109/APSEC.2015.53
Eye-Tracking Metrics in Software Engineering
resolves10.1145/2578153.2578218
An eye-tracking study assessing the comprehension of c++ and Python source code
resolves10.1016/j.ijhcs.2011.09.003
Expertise-dependent visual attention strategies develop over time during debugging with multiple code representations
resolves10.1007/s10664-012-9201-4
The impact of identifier style on effort and comprehension
resolves10.1109/ICPC.2012.6240505
Women and men — Different but equal: On the impact of identifier style on source code reading
resolves10.1109/ICPC.2015.36
Eye Movements in Code Reading: Relaxing the Linear Order
resolves10.1007/978-3-319-58628-1_17
Investigating Eye Movements in Natural Language and C++ Source Code - A Replication Experiment
resolves10.1007/3-540-46037-3_23
Visual Attention and Representation Switching During Java Program Debugging: A Study Using the Restricted Focus Viewer
resolves10.3758/BF03193158
Validating the Restricted Focus Viewer: A study using eye-movement tracking
resolves10.1016/j.cose.2015.07.002
Privacy attitudes and privacy behaviour: A review of current research on the privacy paradox phenomenon
resolves10.3758/s13428-012-0247-4
The influence of calibration method and eye physiology on eyetracking data quality
resolves10.3758/s13428-016-0738-9
One algorithm to rule them all? An evaluation and discussion of ten eye movement event-detection algorithms
resolves10.3758/s13428-016-0822-1
Noise-robust fixation detection in eye movement data: Identification by two-means clustering (I2MC)
resolves10.1145/355017.355028
Identifying fixations and saccades in eye-tracking protocols
resolves10.3390/jimaging4080096
Measuring the Spatial Noise of a Low-Cost Eye Tracker to Enhance Fixation Detection
The 29 references without a DOI — listed, not checked
no DOI — not checkedRecognizing eye tracking traits for source code review
no DOI — not checkedref6
no DOI — not checkedUsing psychophysiological measures to assess task difficulty in software development
no DOI — not checkedAnalyzing individual performance of source code review using reviewers' eye movement: ETRA 2006 -Symposium on Eye Tracking Research and Applications
no DOI — not checkedref11
no DOI — not checkedref12
no DOI — not checkedAttention in Software Maintenance: An Eye Tracking Study
no DOI — not checkedHow Programmers Read Regular Code: A Controlled Experiment Using Eye Tracking
no DOI — not checkedA Lightweight Heatmap-based Eye Tracking System
no DOI — not checkedIndividual differences in program comprehension strategies in unfamiliar programming systems
no DOI — not checkedAn empirical study assessing the effect of seeit 3D on comprehension
no DOI — not checkedref23
no DOI — not checkedBrechmann, Simultaneous measurement of program comprehension with fMRI and eye tracking: A case study
no DOI — not checkedSampling frequency and eye-tracking measures: How speed affects durations, latencies, and more
no DOI — not checkedEvaluation of temporal stability of eye tracking algorithms using webcams, Expert Systems with Applications
no DOI — not checkedref32
no DOI — not checkedWeb Camera Based Eye Tracking to Assess Visual Memory on a Visual Paired Comparison Task
no DOI — not checkedref34
no DOI — not checkedVariability through the Eyes of the Programmer
no DOI — not checkedOn the effect of program exploration on maintenance tasks
no DOI — not checkedREyeker: Remote Eye Tracker
no DOI — not checkedref47
no DOI — not checkedref48
no DOI — not checkedref49
no DOI — not checkedThe Project Gutenberg EBook of Grimm's Fairy Tales
no DOI — not checkedref52
no DOI — not checkedStudying Eye Movements as a Basis for Measuring Cognitive Load
no DOI — not checkedref58
no DOI — not checkedAnalysis of code reading to gain more insight in program comprehension
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