Abstract
The present meta-analyses investigated the widely used contingent-capture protocol. Contingent-capture theory postulates that only top-down matching stimuli capture attention. Evidence comes from the contingent-capture protocol, in which participants search for a predefined target stimulus preceded by a spatial cue. The cue is typically uninformative of the target’s position but either presented at target position (valid condition) or away from the target (invalid condition). The common finding is that seemingly only top-down matching cues capture attention as shown by a selective cueing effect (faster responses in valid than invalid conditions) for cues with a feature similar to the searched-for target only, but not for cues without target-similar feature. The origin of this “contingent-capture effect” is, however, debated. One alternative explanation is that intertrial priming—the priming of attention capture by the cue in a given trial by attending to a feature-similar target in the preceding trial—mediates the contingent-capture effect. Alternatively, the rapid-disengagement account argues that all salient stimuli capture attention initially, but that the disengagement from non-matching cues is rapid. The present meta-analyses shed light on this debate by (a) identifying moderators of the size of reported contingent-capture effects (64 experiments) and (b) analyzing pure (blocked) versus mixed presentation of different targets as well as summarizing results of published intertrial priming studies (12 experiments) in the contingent-capture protocol. We found target-singleton versus non-singleton status and pure versus mixed presentation of different targets to be reliable moderators. Furthermore, results indicated the presence of publication bias. Otherwise, the contingent-capture theory was supported, but we discuss additional factors that must be taken into account for a full account of the results.
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Notes
With longer cue–target intervals exceeding about 300 ms, cueing effects often revert (for an overview, see Klein, 2000). However, regarding the contingent-capture effect, this reversion is typically only found with top-down matching abrupt onset cues and with non-matching cues but not with top-down matching color cues (Gibson & Amelio, 2000).
It should be noted here that the three-way interactions between cue color, target color, and validity (or cue location) yielded the same result in both Experiments 2 (N = 24) and 3 (N = 16): F(1, 22) = 34.33 of Folk and Remington (1998), an impossible result in the second case (see degrees of freedom). Although visual inspection of the figures does not imply an overly different result, the second F value appears to be a copy-and-paste error.
An alternative would have been to find a typical correlation between RTs of the conditions and then use this correlation to correct the effect size for each experiment. This alternative was not chosen for two reasons: first, the imputed correlation would again have been an estimate and hence probably not correct for each experiment; and, second, order of effect sizes from small to large would have remained unaffected. Therefore, a meta-analysis based on imputed correlations would have yielded relatively similar results.
For the interested reader, the interactions concerning the influence of intertrial priming on contingent-capture effects are easy to spot in the “Results” sections of all but one study, the study by Eimer and Kiss (2010). In Eimer and Kiss (2010), the interactions are reported in the “Discussion” sections on p. 956 (Experiment 1) and p. 960 (Experiment 2), respectively.
Lamy et al. labeled the cues distractors, arguing that they do not indicate the correct target position and, hence, are a distraction.
References
*Studies included in the meta-analysis.
*Adamo, M., Pun, C., & Ferber, S. (2010). Multiple attentional control settings influence late attentional selection but do not provide an early attentional filter. Cognitive Neuroscience, 1, 102–110.
*Adamo, M., Pun, C., Pratt, J., & Ferber, S. (2008). Your divided attention, please! The maintenance of multiple attentional control sets over distinct regions in space. Cognition, 107, 295–303.
*Adamo, M., Wozny, S., Pratt, J., & Ferber, S. (2010). Parallel, independent attentional control settings for colors and shapes. Attention, Perception, & Psychophysics, 72, 1730–1735.
*Anderson, B. A., & Folk, C. L. (2012). Dissociating location-specific inhibition and attention shifts: Evidence against the disengagement account of contingent capture. Attention, Perception, & Psychophysics, 74, 1183–1198.
Ansorge, U., & Becker, S. I. (2012). Automatic priming of attentional control by relevant colors. Attention, Perception, & Psychophysics, 74, 83–104.
*Ansorge, U., & Becker, S. I. (2014). Contingent capture in cueing: The role of color search templates and cue-target color relations. Psychological Research Psychologische Forschung, 78, 209–221.
*Ansorge, U., & Heumann, M. (2003). Top-down contingencies in peripheral cuing: The roles of color and location. Journal of Experimental Psychology: Human Perception and Performance, 29, 937–948.
*Ansorge, U., & Heumann, M. (2004). Peripheral cuing by abrupt-onset cues: The influence of color in S–R corresponding conditions. Acta Psychologica, 116, 115–143.
Ansorge, U., & Horstmann, G. (2007). Preemptive control of attentional capture by colour: Evidence from trial-by-trial analyses and orderings of onsets of capture effects in reaction time distributions. Quarterly Journal of Experimental Psychology, 60, 952–975.
Ansorge, U., Kiss, M., & Eimer, M. (2009). Goal-driven attentional capture by invisible colors: Evidence from event-related potentials. Psychonomic Bulletin & Review, 16, 648–653.
*Ansorge, U., Kiss, M., Worschech, F., & Eimer, M. (2011). The initial stage of visual selection is controlled by top-down task set: New ERP evidence. Attention, Perception, & Psychophysics, 73, 113–122.
Ansorge, U., Priess, H.-W., & Kerzel, D. (2013). Effects of relevant and irrelevant color singletons on inhibition of return and attentional capture. Attention, Perception, & Psychophysics, 75, 1687–1702.
Awh, E., Belopolsky, A. V., & Theeuwes, J. (2012). Top-down versus bottom-up attentional control: A failed theoretical dichotomy. Trends in Cognitive Sciences, 16, 437–443.
Bacon, W. F., & Egeth, H. E. (1994). Overriding stimulus-driven attentional capture. Perception & Psychophysics, 55, 485–496.
Becker, S. I. (2010). The role of target–distractor relationships in guiding attention and the eyes in visual search. Journal of Experimental Psychology: General, 139, 247–265.
*Becker, S. I., Folk, C. L., & Remington, R. W. (2010). The role of relational information in contingent capture. Journal of Experimental Psychology: Human Perception and Performance, 36, 1460–1476.
*Becker, S. I., Folk, C. L., & Remington, R. W. (2013). Attentional capture does not depend on feature similarity, but on target-nontarget relations. Psychological Science, 24, 634–647.
Begg, C. B., & Mazumdar, M. (1994). Operating characteristics of a rank correlation test for publication bias. Biometrics, 50, 1088–1101.
*Belopolsky, A. V., Schreij, D., & Theeuwes, J. (2010). What is top-down about contingent capture? Attention, Perception, & Psychophysics, 72, 326–341.
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009). Introduction to meta-analysis. Chichester: Wiley.
Borenstein, M., Higgins, J., Hedges, L. V., & Rothstein, H. R. (2017). Basics of meta-analysis: I2 is not an absolute measure of heterogeneity. Research Synthesis Methods, 8, 5–18.
Braver, S. L., Thoemmes, F. J., & Rosenthal, R. (2014). Continuously cumulating meta-analysis and replicability. Perspectives on Psychological Science, 9, 333–343.
Bundesen, C. (1990). A theory of visual attention. Psychological Review, 97, 523–547.
Burnham, B. R. (2007). Displaywide visual features associated with a search display’s appearance can mediate attentional capture. Psychonomic Bulletin & Review, 14, 392–422.
*Burnham, B. R., Harris, A. M., & Suda, M. T. (2011). Relationship between working memory capacity and contingent involuntary orienting. Visual Cognition, 19, 983–1002.
*Carmel, T., & Lamy, D. (2014). The same-location cost is unrelated to attentional settings: An object-updating account. Journal of Experimental Psychology: Human Perception and Performance, 40, 1465–1478.
*Carmel, T., & Lamy, D. (2015). Towards a resolution of the attentional-capture debate. Journal of Experimental Psychology: Human Perception and Performance, 41, 1772–1782.
*Chen, P., & Mordkoff, J. T. (2007). Contingent capture at a very short SOA: Evidence against rapid disengagement. Visual Cognition, 15, 637–646.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences. New York: Routledge Academic.
Cumming, G. (2014). The new statistics: Why and how. Psychological Science, 25, 7–29.
Duncan, J., & Humphreys, G. W. (1989). Visual search and stimulus similarity. Psychological Review, 96, 433–458.
Duval, S., & Tweedie, R. (2000). Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics, 56, 455–463.
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. British Medical Journal, 315, 629–634.
Eimer, M., & Kiss, M. (2008). Involuntary attentional capture is determined by task set: Evidence from event-related potentials. Journal of Cognitive Neuroscience, 20, 1423–1433.
*Eimer, M., & Kiss, M. (2010). Top-down search strategies determine attentional capture in visual search: Behavioral and electrophysiological evidence. Attention, Perception, & Psychophysics, 72, 951–962.
Fecteau, J. H. (2007). Priming of pop-out depends on the current goals of observers. Journal of Vision, 7(6), 1.
*Folk, C. L., & Anderson, B. A. (2010). Target-uncertainty effects in attentional capture: Color-singleton set or multiple attentional control settings? Psychonomic Bulletin & Review, 13, 421–426.
Folk, C. L., Leber, A. B., & Egeth, H. E. (2002). Made you blink! Contingent attentional capture produces a spatial blink. Attention, Perception, & Psychophysics, 64, 741–753.
*Folk, C. L., & Remington, R. (1998). Selectivity in distraction by irrelevant featural singletons: Evidence for two forms of attentional capture. Journal of Experimental Psychology: Human Perception and Performance, 24, 847–858.
*Folk, C. L., & Remington, R. W. (2008). Bottom-up priming of top-down attentional control settings. Visual Cognition, 16, 215–231.
*Folk, C. L., Remington, R. W., & Johnston, J. C. (1992). Involuntary covert orienting is contingent on attentional control settings. Journal of Experimental Psychology: Human Perception and Performance, 18, 1030–1044.
Gaspelin, N., Ruthruff, E., & Lien, M. C. (2016). The problem of latent attentional capture: Easy visual search conceals capture by task-irrelevant abrupt onsets. Journal of Experimental Psychology: Human Perception and Performance, 42, 1104–1120.
*Gaspelin, N., Ruthruff, E., Lien, M. C., & Jung, K. (2012). Breaking through the attentional window: Capture by abrupt onsets versus color singletons. Attention, Perception, & Psychophysics, 74, 1461–1474.
Gibson, B. S., & Amelio, J. (2000). Inhibition of return and attentional control settings. Perception & Psychophysics, 62, 496–504.
Goh, J. X., Hall, J. A., & Rosenthal, R. (2016). Mini meta-analysis of your own studies: Some arguments on why and a primer on how. Social and Personality Psychology Compass, 10, 535–549.
*Goller, F., & Ansorge, U. (2015). There is more to trial history than priming in attentional capture experiments. Attention, Perception, & Psychophysics, 77, 1574–1584.
*Goller, F., Ditye, T., & Ansorge, U. (2016). The contribution of color to attention capture effects during search for onset targets. Attention, Perception, & Psychophysics, 78, 789–807.
Grubert, A., & Eimer, M. (2013). Qualitative differences in the guidance of attention during single-colour and multiple-colour visual search: Behavioural and electrophysiological evidence. Journal of Experimental Psychology: Human Perception and Performance, 39, 1433–1442.
*Grubert, A., & Eimer, M. (2016). All set, indeed! N2pc components reveal simultaneous attentional control settings for multiple target colors. Journal of Experimental Psychology: Human Perception and Performance, 42, 1215–1230.
Grubert, A., Righi, L. L., & Eimer, M. (2013). A unitary focus of spatial attention during attentional capture: Evidence from event-related brain potentials. Journal of Vision, 13, 9.
Harris, A. M., Becker, S.I., & Remington, R. W. (2015). Capture by colour: Evidence for dimension-specific singleton capture. Attention, Perception, & Psychophysics, 77, 2305–2321.
*Harris, A. M., Dux, P. E., Jones, C. N., & Mattingley, J. B. (2017). Distinct roles of theta and alpha oscillations in the involuntary capture of goal-directed attention. NeuroImage, 152, 171–183.
Higgins, J. P., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003). Measuring inconsistency in meta-analyses. British Medical Journal, 327, 557–560.
Ioannidis, J. P. A., Munafò, M. R., Fusar-Poli, P., Nosek, B. A., & David, S. P. (2014). Publication and other reporting biases in cognitive sciences: Detection, prevalence and prevention. Trends in Cognitive Sciences, 18, 235–241.
*Irons, J. L., Folk, C. L., & Remington, R. W. (2012). All set! Evidence of simultaneous attentional control settings for multiple target colors. Journal of Experimental Psychology: Human Perception and Performance, 38, 758–775.
Irons, J. L., & Remington, R. W. (2013). Can attentional control settings be maintained for two color-location conjunctions? Evidence from an RSVP task. Attention, Perception, & Psychophysics, 75, 862–875.
Itti, L., Koch, C., & Niebur, E. (1998). A model of saliency-based visual attention for rapid scene analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20, 1254–1259.
Jonides, J. (1981). Voluntary versus automatic control over the mind’s eye. In J. Long & A. Baddeley (Eds.), Attention and performance IX (pp. 187–203). Hillsdale: Erlbaum.
Kerzel, D., & Barras, C. (2016). Distractor rejection in visual search breaks down with more than a single distractor feature. Journal of Experimental Psychology: Human Perception and Performance, 42, 648–657.
*Kiss, M., Grubert, A., & Eimer, M. (2013). Top-down task sets for combined features: Behavioral and electrophysiological evidence for two stages in attentional object selection. Attention, Perception, & Psychophysics, 75, 216–228.
Kiss, M., Grubert, A., Petersen, A., & Eimer, M. (2012). Attentional capture by salient distractors during visual search is determined by temporal task demands. Journal of Cognitive Neuroscience, 24, 749–759.
Klein, R. M. (2000). Inhibition of return. Trends in Cognitive Sciences, 4, 138–147.
Kristjánsson, Á, & Campana, G. (2010). Where perception meets memory: A review of repetition priming in visual search tasks. Attention, Perception, & Psychophysics, 72, 5–18.
Krujne, W., Brascamp, J. W., Kristjánsson, Á, & Meeter, M. (2015). Can a single short-term mechanism account for priming of pop-out? Vision Research, 115, 17–22.
Kühberger, A., Fritz, A., & Scherndl, T. (2014). Publication bias in psychology: A diagnosis based on the correlation between effect size and sample size. PLoS One, 9, e105825.
Lakens, D. (2013). Calculating and reporting effect sizes to facilitate cumulative science: A practical primer for t-tests and ANOVAs. Frontiers in Psychology, 4, 863.
Lamy, D., & Egeth, H. E. (2003). Attentional capture in singleton-detection and feature-search modes. Journal of Experimental Psychology: Human Perception and Performance, 29, 1003–1020.
Lamy, D. F., & Kristjánsson, Á (2013). Is goal-directed attentional guidance just intertrial priming? A review. Journal of Vision, 13, 14.
*Lamy, D., Leber, A., & Egeth, H. E. (2004). Effects of task relevance and stimulus-driven salience in feature-search mode. Journal of Experimental Psychology: Human Perception and Performance, 30, 1019–1031.
Leber, A. B., & Egeth, H. E. (2006). Attention on autopilot: Past experience and attentional set. Visual Cognition, 14, 565–583.
*Liao, H. I., & Yeh, S. L. (2011). Interaction between stimulus-driven orienting and top-down modulation in attentional capture. Acta Psychologica, 138, 52–59.
Liao, H.-I., & Yeh, S.-L. (2013). Capturing attention is not that simple: Different mechanisms for stimulus-driven and contingent capture. Attention, Perception, & Psychophysics, 75, 1703–1714.
*Lien, M. C., Ruthruff, E., Goodin, Z., & Remington, R. W. (2008). Contingent attentional capture by top-down control settings: Converging evidence from event-related potentials. Journal of Experimental Psychology: Human Perception and Performance, 34, 509–530.
*Lien, M. C., Ruthruff, E., & Johnston, J. C. (2010). Attentional capture with rapidly changing attentional control settings. Journal of Experimental Psychology: Human Perception and Performance, 36, 1–16.
Liu, T., & Jigo, M. (2017). Limits in feature-based attention to multiple colors. Attention, Perception, & Psychophysics, 79, 2327–2337.
Maljkovic, V., & Martini, P. (2005). Implicit short-term memory and event frequency effects in visual search. Vision Research, 45, 2831–2846.
Maljkovic, V., & Nakayama, K. (1994). Priming of pop-out: I. Role of features. Memory & Cognition, 22, 657–672.
*Mertes, C., Wascher, E., & Schneider, D. (2017). Compliance instead of flexibility? On age-related differences in cognitive control during visual search. Neurobiology of Aging, 53, 169–180.
Morris, S. B., & DeShon, R. P. (2002). Combining effect size estimates in meta-analysis with repeated measures and independent-groups designs. Psychological Methods, 7, 105–125.
Nothdurft, H.-C. (1993). The role of features in pre-attentive vision: Comparison of orientation, motion, and color cues. Vision Research, 33, 1937–1958.
Olivers, C. N., & Meeter, M. (2008). A boost and bounce theory of temporal attention. Psychological Review, 115, 836–863.
Posner, M. I. (1980). Orienting of attention. Quarterly Journal of Experimental Psychology, 32A, 3–25.
*Prinzmetal, W., Taylor, J. A., Myers, L. B., & Nguyen-Espino, J. (2011). Contingent capture and inhibition of return: A comparison of mechanisms. Experimental Brain Research, 214, 47–60.
Rauschenberger, R. (2003). Attentional capture by auto-and allo-cues. Psychonomic Bulletin & Review, 10, 814–842.
Raymond, J. E., Shapiro, K. L., & Arnell, K. M. (1992). Temporary suppression of visual processing in an RSVP task: An attentional blink? Journal of Experimental Psychology: Human Perception and Performance, 18, 849–860.
Remington, R. W., Folk, C. L., & McLean, J. P. (2001). Contingent attentional capture or delayed allocation of attention? Attention, Perception, & Psychophysics, 63, 298–307.
*Roque, N. A., Wright, T. J., & Boot, W. R. (2016). Do different attention capture paradigms measure different types of capture? Attention, Perception, & Psychophysics, 78, 2014–2030.
Rosenthal, R. (1979). The “file drawer problem” and tolerance for null results. Psychological Bulletin, 86, 638–641.
RStudio Team. (2016). RStudio: Integrated development for R. Boston: Rstudio.
Schoeberl, T., Ditye, T., & Ansorge, U. (2018). Same-location costs in peripheral cueing: The role of cue awareness and feature changes. Journal of Experimental Psychology: Human Perception and Performance, 44, 433–451.
Schoeberl, T., Fuchs, I., Theeuwes, J., & Ansorge, U. (2015). Stimulus-driven attentional capture by subliminal onset cues. Attention, Perception, & Psychophysics, 77, 737–748.
*Schoenhammer, J. G., & Kerzel, D. (2017). Detection costs and contingent attentional capture. Attention, Perception, & Psychophysics, 79, 429–437.
Schooler, J. (2011). Unpublished results hide the decline effect. Nature, 470, 437.
Sterling, T. D. (1959). Publication decisions and their possible effects on inferences drawn from tests of significance—or vice versa. Journal of the American Statistical Association, 54, 30–34.
Sterne, J. A., & Egger, M. (2005). Regression methods to detect publication and other bias in meta-analysis. In H. R. Rothstein, A. J. Sutton & M. Borenstein (Eds.), Publication bias in meta-analysis: Prevention, assessment and adjustments (pp. 99–110). Chichester: Wiley.
Sterne, J. A., Sutton, A. J., Ioannidis, J. P., Terrin, N., Jones, D. R., Lau, J., & Tetzlaff, J. (2011). Recommendations for examining and interpreting funnel plot asymmetry in meta-analyses of randomised controlled trials. British Medical Journal, 343, d4002.
Theeuwes, J. (1991). Exogenous and endogenous control of attention: The effect of visual onsets and offsets. Attention, Perception, & Psychophysics, 49, 83–90.
Theeuwes, J. (1992). Perceptual selectivity for color and form. Attention, Perception, & Psychophysics, 51, 599–606.
Theeuwes, J. (2010). Top-down and bottom-up control of visual selection. Acta Psychologica, 135, 77–99.
Theeuwes, J. (2013). Feature-based attention: It is all bottom-up priming. Philosophical Transactions of the Royal Society of London B: Biological Sciences, 368, 20130055.
Theeuwes, J., Atchley, P., & Kramer, A. F. (2000). On the time course of top-down and bottom-up control of visual attention. In S. Monsell & J. Driver (Eds.), Control of cognitive processes: Attention and performance XVIII (pp. 105–125). Cambridge: MIT Press.
Treisman, A. M., & Gelade, G. (1980). A feature-integration theory of attention. Cognitive Psychology, 12, 97–136.
Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36, 1–48.
Weichselbaum, H., & Ansorge, U. (2018). Bottom-up attention capture with distractor and target singletons defined in the same (color) dimension is not a matter of feature uncertainty. Attention, Perception, & Psychophysics, 80, 1350–1361.
Wolfe, J. M. (1994). Guided search 2.0 a revised model of visual search. Psychonomic Bulletin & Review, 1, 202–238.
Wolfe, J. M., Butcher, S. J., Lee, C., & Hyle, M. (2003). Changing your mind: On the contributions of top-down and bottom-up guidance in visual search for feature singletons. Journal of Experimental Psychology: Human Perception and Performance, 29, 483–502.
*Worschech, F., & Ansorge, U. (2012). Top-down search for color prevents voluntary directing of attention to informative singleton cues. Experimental Psychology, 59, 153–162.
Yantis, S., & Jonides, J. (1984). Abrupt visual onsets and selective attention: Evidence from visual search. Journal of Experimental Psychology: Human Perception and Performance, 10, 601–621.
*Yeh, S. L., & Liao, H. I. (2008). On the generality of the contingent orienting hypothesis. Acta Psychologica, 129, 157–165.
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Büsel, C., Voracek, M. & Ansorge, U. A meta-analysis of contingent-capture effects. Psychological Research 84, 784–809 (2020). https://doi.org/10.1007/s00426-018-1087-3
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DOI: https://doi.org/10.1007/s00426-018-1087-3