We conducted preregistered replications of 28 classic and contemporary published findings, with protocols that were peer reviewed in advance, to examine variation in effect magnitudes across samples and settings. Each protocol was administered to approximately half of 125 samples that comprised 15,305 participants from 36 countries and territories. Using the conventional criterion of statistical significance ( p < .05), we found that 15 (54%) of the replications provided evidence of a statistically significant effect in the same direction as the original finding. With a strict significance criterion ( p < .0001), 14 (50%) of the replications still provided such evidence, a reflection of the extremely high-powered design. Seven (25%) of the replications yielded effect sizes larger than the original ones, and 21 (75%) yielded effect sizes smaller than the original ones. The median comparable Cohen’s ds were 0.60 for the original findings and 0.15 for the replications. The effect sizes were small (< 0.20) in 16 of the replications (57%), and 9 effects (32%) were in the direction opposite the direction of the original effect. Across settings, the Q statistic indicated significant heterogeneity in 11 (39%) of the replication effects, and most of those were among the findings with the largest overall effect sizes; only 1 effect that was near zero in the aggregate showed significant heterogeneity according to this measure. Only 1 effect had a tau value greater than .20, an indication of moderate heterogeneity. Eight others had tau values near or slightly above .10, an indication of slight heterogeneity. Moderation tests indicated that very little heterogeneity was attributable to the order in which the tasks were performed or whether the tasks were administered in lab versus online. Exploratory comparisons revealed little heterogeneity between Western, educated, industrialized, rich, and democratic (WEIRD) cultures and less WEIRD cultures (i.e., cultures with relatively high and low WEIRDness scores, respectively). Cumulatively, variability in the observed effect sizes was attributable more to the effect being studied than to the sample or setting in which it was studied.
A new method is presented for examining effects of emotion in the detection of change in facial expression of emotion. The method was used in one experiment, reported here. Participants who were induced to feel happiness, sadness, or neutral emotion, saw computerized 100‐frame movies in which the first frame always showed a face expressing a specific emotion (e.g. happiness). The facial expression gradually became neutral over the course of the movie. Participants played the movie, changing the facial expression, and indicated the frame at which the initial expression was no longer present on the face. Emotion congruent expressions were perceived to persist longer than were emotion incongruent expressions. The findings are consistent with previous findings documenting enhanced perceptual processing of emotion congruent information. The value of the current technique, and the types of everyday situations that it might model are discussed. Copyright © 2000 John Wiley & Sons, Ltd.
Traditional theories of categorization in which categories are assumed to be grounded in perceptual similarity or theories ignore an important basis of conceptual structure: the emotion that a stimulus elicits in a perceiver. This article discusses the nature of, constraints on, and conditions of use of emotional response categories. Experiments in which participants sorted triads of concepts that shared both emotional and nonemotional relations indicate that individuals use emotional response categories when they are experiencing emotional states. Multidimensional scaling of similarity judgments by emotional and nonemotional perceivers supports a selective attention mechanism of these effects. Participants induced to feel happy or sad emotional states weighted the emotional responses associated with stimuli more heavily than people in relatively neutral states. The triad and multidimensional scaling findings, along with functional considerations, suggest that emotional response categorization is not only tenable, but necessary for a complete account of categorization.Categorization is fundamental to human experience. When a new object or event can be said to be "the same as" another previously encountered object or event, then life is easier. In the laboratory, and out of it, induction ensues. Cognitive activity is economized. Communication is effective. Moreover, the study of categorization is fundamental to a theory of mind. Cognitive scientists study categorization because the mind's structure and functions are revealed in the ways in which people group things together and call them the same kind of thing and in the ways that they develop and use concepts.But on what basis are things grouped together and called the same kind of thing? What are the grounds for a category? Two general and not entirely independent answers have been proposed: similarity and theory. In the similarity approach, concepts repre-
We conducted preregistered replications of 28 classic and contemporary published findings with protocols that were peer reviewed in advance to examine variation in effect magnitudes across sample and setting. Each protocol was administered to approximately half of 125 samples and 15,305 total participants from 36 countries and territories. Using conventional statistical significance (p < .05), fifteen (54%) of the replications provided evidence in the same direction and statistically significant as the original finding. With a strict significance criterion (p < .0001), fourteen (50%) provide such evidence reflecting the extremely high powered design. Seven (25%) of the replications had effect sizes larger than the original finding and 21 (75%) had effect sizes smaller than the original finding. The median comparable Cohen’s d effect sizes for original findings was 0.60 and for replications was 0.15. Sixteen replications (57%) had small effect sizes (< .20) and 9 (32%) were in the opposite direction from the original finding. Across settings, 11 (39%) showed significant heterogeneity using the Q statistic and most of those were among the findings eliciting the largest overall effect sizes; only one effect that was near zero in the aggregate showed significant heterogeneity. Only one effect showed a Tau > 0.20 indicating moderate heterogeneity. Nine others had a Tau near or slightly above 0.10 indicating slight heterogeneity. In moderation tests, very little heterogeneity was attributable to task order, administration in lab versus online, and exploratory WEIRD versus less WEIRD culture comparisons. Cumulatively, variability in observed effect sizes was more attributable to the effect being studied than the sample or setting in which it was studied.
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