Eye on context: Individual differences reveal the mechanisms of statistical learning

被引:0
作者
Zinchenko, Artyom [1 ]
Conci, Markus [1 ,2 ]
Mueller, Hermann J. [1 ,2 ]
Geyer, Thomas [1 ,2 ,3 ]
机构
[1] Ludwig Maximilians Univ Munchen, Lehrstuhl Allgemeine & Experimentelle Psychol, Dept Psychol, Leopoldstr 13, D-80802 Munich, Germany
[2] Ludwig Maximilians Univ Munchen, Munich Ctr Neurosci Brain & Mind, Munich, Germany
[3] Ludwig Maximilians Univ Munchen, Neuroimaging Core Unit Munich, Munich, Germany
关键词
Visual search; individual-differences research; statistical learning; selective attention; contextual cueing; global/local processing; cognitive control; Navon task; Stroop task; VISUAL-SEARCH; CONSTRAINTS; STRATEGIES; MEMORY;
D O I
10.1177/17470218251320540
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
If a searched-for target object is consistently encountered within repeating spatial distractor arrangements, target detection becomes more efficient relative to nonrepeated, that is, random arrangements (contextual cueing [CC] effect). However, target location changes within otherwise unchanged distractor arrays substantially weaken the cueing effect. Previous studies reported substantial variations in individual participants' abilities to learn and relearn invariant contexts. Therefore, the current study examined how individual differences in attentional control and focus, as indexed by the well-established Stroop and Navon tasks, respectively, relate to CC in a learning phase/relocation phase design. During the visual search, we recorded behavioural reaction times (RTs) and fixation locations, the latter permitting us to decompose search RTs into search- and motor-related substages. We could thus evaluate the processes responsible for CC and the lack thereof after target relocation while also testing whether search and motor components of CC are different for individuals depending on their Stroop/Navon scores. Repeated contexts yielded faster RTs (and reduced fixation numbers), though there was a substantial decrease in cueing from learning to adaptation, consistent with previous studies. Critically, contextual learning, but not relearning, varied across individuals: participants with high-Stroop interference displayed overall larger CC during early target search, while a more local Navon task bias was associated with increased CC during later processes of target response decisions. Our results demonstrate that analysing individual differences can help validate the processes responsible for CC in search tasks, particularly distinguishing between early search and later response-related mechanisms.
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页数:13
相关论文
共 38 条
[1]   When being narrow minded is a good thing: Locally biased people show stronger contextual cueing [J].
Bellaera, Lauren ;
von Muehlenen, Adrian ;
Watson, Derrick G. .
QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY, 2014, 67 (06) :1242-1248
[2]   Spatial constraints on learning in visual search: Modeling contextual cuing [J].
Brady, Timothy F. ;
Chun, Marvin M. .
JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 2007, 33 (04) :798-815
[3]   The psychophysics toolbox [J].
Brainard, DH .
SPATIAL VISION, 1997, 10 (04) :433-436
[4]   Contextual cueing: Implicit learning and memory of visual context guides spatial attention [J].
Chun, MM ;
Jian, YH .
COGNITIVE PSYCHOLOGY, 1998, 36 (01) :28-71
[5]   Stimulus-driven updating of long-term context memories in visual search [J].
Conci, Markus ;
Zellin, Martina .
PSYCHOLOGICAL RESEARCH-PSYCHOLOGISCHE FORSCHUNG, 2022, 86 (01) :252-267
[6]   Contextual remapping in visual search after predictable target-location changes [J].
Conci, Markus ;
Sun, Luning ;
Mueller, Hermann J. .
PSYCHOLOGICAL RESEARCH-PSYCHOLOGISCHE FORSCHUNG, 2011, 75 (04) :279-289
[7]  
Croxton M., 2012, RetailWire
[8]   Mission impossible? Spatial context relearning following a target relocation event depends on cue predictiveness [J].
Geyer, Thomas ;
Zinchenko, Artyom ;
Seitz, Werner ;
Balik, Merve ;
Mueller, Hermann J. ;
Conci, Markus .
PSYCHONOMIC BULLETIN & REVIEW, 2024, 31 (01) :148-155
[9]   Why Are Acquired Search-Guiding Context Memories Resistant to Updating? [J].
Geyer, Thomas ;
Seitz, Werner ;
Zinchenko, Artyom ;
Mueller, Hermann J. ;
Conci, Markus .
FRONTIERS IN PSYCHOLOGY, 2021, 12
[10]   Modeling Lag-2 Revisits to Understand Trade-Offs in Mixed Control of Fixation Termination During Visual Search [J].
Godwin, Hayward J. ;
Reichle, Erik D. ;
Menneer, Tamaryn .
COGNITIVE SCIENCE, 2017, 41 (04) :996-1019