Evidence map›Paper›PMID 33587219›Full record

ArticleCognitive research: principles and implications2021

Eye movements reflect expertise development in hybrid search.

Megan H Papesh, Michael C Hout, Juan D Guevara Pinto, Arryn Robbins, Alexis Lopez

Open access · goldAbstract read
In one paragraph

Article in Cognitive research: principles and implications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.8field-weighted citation impact, top 15% of its field
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 14 citations in OpenAlex.

  1. Article
  2. Article
  3. Predicting closed quarters battle capability - Examining the influence of personality, attentional ability, 2D:4D-ratio and mindfulness on tactical performance.Military psychology : the official journal of the Division of Military Psychology, American Psychological Association · 2026
    Article
  4. Observational
  5. Eye-Tracking as a Lens into Expertise Development in Visual Search.Proceedings of the ACM on human-computer interaction · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Megan H PapeshDepartment of Psychology, New Mexico State University, P.O. Box 30001/MSC 3452, Las Cruces, NM, 88003, USA. mpapesh@nmsu.edu.ORCID 0000-0002-9950-4369
Michael C HoutDepartment of Psychology, New Mexico State University, P.O. Box 30001/MSC 3452, Las Cruces, NM, 88003, USA.
Juan D Guevara PintoRollins College, Winter Park, FL, USA.
Arryn RobbinsDepartment of Psychology, New Mexico State University, P.O. Box 30001/MSC 3452, Las Cruces, NM, 88003, USA.
Alexis LopezDepartment of Psychology, New Mexico State University, P.O. Box 30001/MSC 3452, Las Cruces, NM, 88003, USA.
New Mexico State University · USRollins College · US

Funding

Cognitive Load in the Bilingual Brain: Insights from Decoupled ReadingR01HD075800 · NICHD · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI GOLDINGER, STEPHEN D · 2014 to 2018
$2.5M
NICHD NIH HHS R01 HD075800
6 · The paper itself

Abstract

Domain-specific expertise changes the way people perceive, process, and remember information from that domain. This is often observed in visual domains involving skilled searches, such as athletics referees, or professional visual searchers (e.g., security and medical screeners). Although existing research has compared expert to novice performance in visual search, little work has directly documented how accumulating experiences change behavior. A longitudinal approach to studying visual search performance may permit a finer-grained understanding of experience-dependent changes in visual scanning, and the extent to which various cognitive processes are affected by experience. In this study, participants acquired experience by taking part in many experimental sessions over the course of an academic semester. Searchers looked for 20 categories of targets simultaneously (which appeared with unequal frequency), in displays with 0-3 targets present, while having their eye movements recorded. With experience, accuracy increased and response times decreased. Fixation probabilities and durations decreased with increasing experience, but saccade amplitudes and visual span increased. These findings suggest that the behavioral benefits endowed by expertise emerge from oculomotor behaviors that reflect enhanced reliance on memory to guide attention and the ability to process more of the visual field within individual fixations.

Indexed as

Eye MovementsFixation, OcularAttentionHumansReaction TimeSaccadesExpertiseEye movementsVisual search

Identifiers

PMID33587219
PMCPMC7884546
OpenAlexW3132805050

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.