ArticleBehavior research methods2020
GazeR: A Package for Processing Gaze Position and Pupil Size Data.
Article in Behavior research methods, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
58 citing papers in PubMed.
- Pharmacological and pupillary evidence for the noradrenergic contribution to reinforcement learning in Parkinson's disease.Communications biology · 2025Trial
- Beyond vigilance: A dual-process perspective on visual sustained attention.Cognitive, affective & behavioral neuroscience · 2026Article
- Atypical Attentional Effort During Visual Search in Autistic Adults: Evidence From Task-Evoked Pupillary Responses.Autism research : official journal of the International Society for Autism Research · 2026Article
- eyeris: A Flexible, Extensible, and Reproducible Pupillometry Preprocessing Framework in R.Psychophysiology · 2026Article
- Stress drives the hippocampus to prioritize statistical prediction over episodic encoding.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2026Article
- Pupillometric evidence for perceptual simulation in language comprehension: Sensory and emotional meanings of Japanese adjectives.Perception · 2026Article
- Exploration vs. Exploitation in a Novel Complex Card Matching Task: Evidence from Pupillometry.Cognitive, affective & behavioral neuroscience · 2026Article
- Experience and personality modulate pupillary responses during real-time processing of within-language accent shifts.Scientific reports · 2026Article
- Pulsed taVNS-Elicited Pupil Dilation: Effects of Intermixed Stimulation, Sham Location, and Respiratory Phase.Psychophysiology · 2026Article
- Automated Inference of Social Anxiety From Behavior in Social Virtual Reality: Cross-Sectional Observational Study.Journal of medical Internet research · 2026Observational
- Measuring age-related differences in phonetic gradiency with the visual analogue scale and eye tracking.The Journal of the Acoustical Society of America · 2026Article
- Sequence effects during speech perception reveal multi-accent processing costs.Attention, perception & psychophysics · 2026Article
- PupEyes: An interactive Python library for eye movement data processing.Behavior research methods · 2026Article
- Introducing the kollaR package: A user-friendly open-access solution for eye-tracking analysis and visualization.Behavior research methods · 2025Article
- Pupil Fluctuations Signal Intentional Forgetting of Natural Scenes.Psychophysiology · 2025Article
- Errors of attention adaptively warp spatial cognition.Nature human behaviour · 2025Article
- Eyes on the Pupil Size: Pupillary Response During Sentence Processing in Aphasia.Brain sciences · 2025Article
- Article
- Eye movements follow the dynamic shifts of attention through serial order in verbal working memory.Scientific reports · 2025Article
- The fundamentals of eye tracking part 4: Tools for conducting an eye tracking study.Behavior research methods · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Eye-tracking is widely used throughout the scientific community, from vision science and psycholinguistics to marketing and human-computer interaction. Surprisingly, there is little consistency and transparency in preprocessing steps, making replicability and reproducibility difficult. To increase replicability, reproducibility, and transparency, a package in R (a free and widely used statistical programming environment) called gazeR was created to read and preprocess two types of data: gaze position and pupil size. For gaze position data, gazeR has functions for reading in raw eye-tracking data, formatting it for analysis, converting from gaze coordinates to areas of interest, and binning and aggregating data. For data from pupillometry studies, the gazeR package has functions for reading in and merging multiple raw pupil data files, removing observations with too much missing data, eliminating artifacts, blink identification and interpolation, subtractive baseline correction, and binning and aggregating data. The package is open-source and freely available for download and installation: https://github.com/dmirman/gazer . We provide step-by-step analyses of data from two tasks exemplifying the package's capabilities.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.