Visual detection and perceptual independence: Assessing color and form

Visual stimuli are multidimensional. One important perceptual problem is to determine how the dimensions are combined. One important aspect of dimensional combination is whether the dimensions are perceptually independent or perceptually correlated. A new task is presented—the visual detection task—that directly assesses the degree of perceptual correlation between any two dimensions. Two experiments were conducted that assess the degree of perceptual correlation between form and color during the early stages of perceptual analysis. The results show that form and color are not perceptually independent. In addition, the pattern of perceptual correlation found indicates that form and color are not processed independently. The pattern of results constrains all models of early vision. A model of early vision based on active signal modulation is proposed.     

Mutual information, perceptual independence, and holistic face perception

The concept of perceptual independence is ubiquitous in psychology. It addresses the question of whether two (or more) dimensions are perceived independently. Several authors have proposed perceptual independence (or its lack thereof) as a viable measure of holistic face perception (Loftus, Oberg, & Dillon, Psychological Review 111:835–863, 2004; Wenger & Ingvalson, Learning, Memory, and Cognition 28:872–892, 2002). According to this notion, the processing of facial features occurs in an interactive manner. Here, I examine this idea from the perspective of two theories of perceptual independence: the multivariate uncertainty analysis (MUA; Garner & Morton, Definitions, models, and experimental paradigms. Psychological Bulletin 72:233–259, 1969), and the general recognition theory (GRT; Ashby & Townsend, Psychological Review 93:154–179, 1986). The goals of the study were to (1) introduce the MUA, (2) examine various possible relations between MUA and GRT using numerical simulations, and (3) apply the MUA to two consensual markers of holistic face perception^—recognition of facial features (Farah, Wilson, Drain, & Tanaka, Psychological Review 105:482–498, 1998) and the composite face effect (Young, Hellawell, & Hay, Perception 16:747–759, 1987). The results suggest that facial holism is generated by violations of several types of perceptual independence. They highlight the important theoretical role played by converging operations in the study of holistic face perception.     

A test of the optimal classifier's independence assumption in perceptual categorization

Observers completed perceptual categorization tasks that included separate base-rate/payoff manipulations, corresponding simultaneous base-rate/payoff manipulations, and conflicting simultaneous base-rate/payoff manipulations. Performance (1) was closer to optimal for 2:1 than for 3:1 base-rate/payoff ratios and when base rates as opposed to payoffs were manipulated, and (2) was more in line with the predictions from the flat-maxima hypothesis than from the independence assumption of the optimal classifier in corresponding and conflicting simultaneous base-rate/payoff conditions. A hybrid model that instantiated simultaneously the flat-maxima and the competition between reward and accuracy maximization (COBRA) hypotheses was applied to the data. The hybrid model was superior to a model that incorporated the independence assumption, suggesting that violations of the independence assumption are to be expected and are well captured by the flat-maxima hypothesis without requiring any additional assumptions. The parameters indicated that observers' reward-maximizing decision criterion rapidly approaches the optimal value and that more weight is placed on accuracy maximization in separate and corresponding simultaneous base-rate/payoff conditions than in conflicting simultaneous base-rate/payoff conditions.     

Feature sampling in detection: implications for the measurement of perceptual independence

The article presents the feature sampling signal detection (FS-SDT) model, an extension of the multivariate signal detection (SDT) model. The FS-SDT model assumes that, because of attentional shifts, different subsets of features are sampled for different presentations of the same multidimensional stimulus. Contrary to the SDT model, the FS-SDT model enables the estimation of pure perceptual effects that are uncontaminated by strategic attention shifts. The consideration of feature sampling in detection and identification opens a new perspective on the problem of measuring, respectively, the separability and integrality of stimulus dimensions. Disregarding feature sampling as a component process in detection and identification usually results in biased estimations of perceptual independence concepts relevant for judgments of whether stimulus dimensions are processed independently.     

Elkind on egocentrism

The purpose of this paper is to respond to D. Elkind's (1985, Developmental Review, 5, 218–226) reply to D. Lapsley and M. Murphy's (1985, Developmental Review, 5, 201–217) critique of the adolescent egocentrism theory. After a reprise of the issues in contention, we address the problem of theoretical consistency and self-other differentiation in Dr. Elkind's (1967, Child Development, 38, 1025–1034) theory. The role of formal operations in the Lapsley and Murphy (1985) account of the imaginary audience and personal fable is revised, and the empirical support for Elkind's theory is reviewed. We conclude that there are good conceptual and empirical grounds for doubting the major assumptions of the adolescent egocentrism theory, and that the Lapsley and Murphy (1985) framework has promise in suggesting theoretical integration with other approaches to the self.     

The processing of multidimensional information from iconic storage: perceptual independence and comparative rates of decay

Using selection by location, the probe technique was applied to alphabetic and 2-dimensional position information. The purpose was to examine (a) the nature of iconic decay, and (b) whether, or not, both types of information are processed independently, when processed simultaneously. Positioning performance gained more benefit from partial report than identify performance, but decay rates were the same for both types of information. Data indicated the existence of perceptual interaction, but no response interaction, when both types of information were processed jointly. The perceptual interaction was attributed to an inverse relationship between structural stimulus complexity and clarity of iconic storage.     

A comparison of two measures of egocentrism

This study examined the relationship between two prominent measures of egocentrism, Enright's Adolescent Egocentrism Scale (AES) and Elkind's Imaginary Audience Scale (IAS), in a sample of 458 adolescents, between 10 and 15 years old. Both correlational and factor analyses indicated that the two measures assess distinctly different phenomena. As predicted, IAS scores were correlated with self-reported levels of shyness, nervousness, and social skills. These results provide partial evidence for the validity of the IAS as a measure of self-consciousness, though not necessarily egocentrism per se. The validity of the AES was not examined.     

Anti-intellectualism,egocentrism and bank case intuitions

Salience-sensitivity is a form of anti-intellectualism that says the following: whether a true belief amounts to knowledge depends on which error-possibilities are salient to the believer. I will investigate whether salience-sensitivity can be motivated by appeal to bank case intuitions. I will suggest that so-called third-person bank cases threaten to sever the connection between bank case intuitions and salience-sensitivity. I will go on to argue that salience-sensitivists can overcome this worry if they appeal to egocentric bias, a general tendency to project our own mental states onto others. I will then suggest that a similar strategy is unavailable to stakes-sensitivists, who hold that whether a true belief amounts to knowledge depends on what is at stake for the believer. Bank case intuitions motivate salience- but not stakes-sensitivity.     

The rational side of egocentrism in social comparisons

Prior work has found that when people compare themselves with others they egocentrically focus on their own strengths and achievements more than on the (equally relevant) strengths and achievements of the comparison group. As a consequence, people tend to overestimate their comparative standing when absolute standing is high and underestimate their comparative standing when absolute standing is low. The present research investigated a rational discounting explanation of this bias—namely, that people weight the target of the comparison (the self) more than the referent of the comparison (others) because they typically have more knowledge about the former than the latter. In three studies, we found that the tendency to focus on the target in social comparisons—and the over and underestimation of relative standing that tendency engenders—was reduced (but not eliminated) as people’s knowledge about the comparison group increased. These results suggest that there may be a rational side to egocentrism in social comparisons.     

Probability matching, accuracy maximization, and a test of the optimal classifier's independence assumption in perceptual categorization

Observers completed perceptual categorization tasks that included 25 base-rate/payoff conditions constructed from the factorial combination of five base-rate ratios (1:3, 1:2, 1:1, 2:1, and 3:1) with five payoff ratios (1:3, 1:2, 1:1, 2:1, and 3:1). This large database allowed an initial comparison of the competition between reward and accuracy maximization (COBRA) hypothesis with a competition between reward maximization and probability matching (COBRM) hypothesis, and an extensive and critical comparison of the flat-maxima hypothesis with the independence assumption of the optimal classifier. Model-based instantiations of the COBRA and COBRM hypotheses provided good accounts of the data, but there was a consistent advantage for the COBRM instantiation early in learning and for the COBRA instantiation later in learning. This pattern held in the present study and in a reanalysis of Bohil and Maddox (2003). Strong support was obtained for the flat-maxima hypothesis over the independence assumption, especially as the observers gained experience with the task. Model parameters indicated that observers' reward-maximizing decision criterion rapidly approaches the optimal value and that more weight is placed on accuracy maximization in separate base-rate/payoff conditions than in simultaneous base-rate/payoff conditions. The superiority of the flat-maxima hypothesis suggests that violations of the independence assumption are to be expected, and are well captured by the flat-maxima hypothesis, with no need for any additional assumptions.     

Ego identity, egocentrism, and formal operations

This study examined the relationship between ego identity and formal operations and egocentrism in an adolescent population. Results indicated significant positive correlations between ego identity and formal operations and between ego identity and grade in school. Multiple regression analysis revealed that grade in school explained 21 percent of the variance while formal operational thinking, egocentrism, and sex accounted for only an additional 2 percent of the variance.     

Early adolescent egocentrism: a review of six articles

This paper reviews six articles which appear to be representative of the past fifteen years during which researchers have focused on early adolescent egocentrism. Each article is described in chronological order and compared to research findings suggested by the other articles. Although the researchers have suggested some interesting associations, there is a lack of consistency among their findings. The author indicates methodological problems and questions for further research which arise from the reviewed articles.     

Another look at the theoretical assumptions of adolescent egocentrism

We attempt in this paper to reevaluate the theoretical assumptions of D. Elkind's theory of adolescent egocentrism Child Development, 38, 1025–1034). We argue that the construct is not well placed in the ontogenetic context of Piagetian logical development, and that the theory cannot account for stage transition or the appearance of the imaginary audience (IA) and personal fable (PF) components. We argue that the IA and PF constructions are better understood as problems in interpersonal understanding. These components are reinterpreted in terms of stage sequence that describes the ontogenesis of interpersonal understanding. The advantages of this model are highlighted.     

Spatial egocentrism and the effect of an alternate frame of reference

The present study contrasted two possible explanations of spatial egocentrism in spatial perspective tasks. By one account children's judgments in perspectivetaking tasks are based on relations between the self (ego) and the target array. By the second account, children's judgments are based on relations between the target array and the larger spatial field. Sixty children in first, third, and fifth grades (ages 7, 9, and 11 years, respectively) solved both a standard and a modified version of a spatial perspective task. In the modified procedure, subjects observed a model of the experimental room that was rotated to appear as the actual room would appear to a hypothetical viewer. Using the model as an alternative frame of reference improved the performance of subjects in all age groups. In the standard procedure most errors were egocentric. In the modified procedure, subjects showed no systematic egocentric errors for rotations of 90 or 270°. The results supported the hypothesis that systematic egocentric errors are due to subjects realistically maintaining the relation of the array to the immediate spatial field, rather than maintaining the ego-array relation.     

The closeness-communication bias: Increased egocentrism among friends versus strangers

People commonly believe that they communicate better with close friends than with strangers. We propose, however, that closeness can lead people to overestimate how well they communicate, a phenomenon we term the closeness-communication bias. In one experiment, participants who followed direction of a friend were more likely to make egocentric errors—look at and reach for an object only they could see—than were those who followed direction of a stranger. In two additional experiments, participants who attempted to convey particular meanings with ambiguous phrases overestimated their success more when communicating with a friend or spouse than with strangers. We argue that people engage in active monitoring of strangers’ divergent perspectives because they know they must, but that they “let down their guard” and rely more on their own perspective when they communicate with a friend.     

Factorial validity of imagery measures

Two correlational studies and related factor analyses (N = 70. N = 76) were addressed to four psychometric hypotheses derived from the imagery-desensitization literature. Consistent with prior research, self-ratings of imaginal vividness correlated moderately positively across sense modalities. Vividness ratings were inconsistently related to imagery control scores however. The question of the extent to which imagery scales reflect the influences of response sets and general intelligence has been raised recently in this journal Behav. Res. and Therapy 10, 137 (1972). Acquiescence tendency does not appear to influence imagery questionnaire results and there is only a small contamination effect from the social desirability response style, thus suggesting that these questionnaires are substantially free of response bias invalidation. Verbal intelligence is unrelated to researched imaginal attributes, as measured by self-report scales and several behavioral measures, including location memory and spatial visualization. These behavioral measures, in turn, do not correlate with ratings of imagery characteristics, a finding in accord with previous literature. Although self-report imagery questionnaires stand up better to psychometric scrutiny than might have been expected, and thus prior research employing them cannot be dismissed summarily, it is argued that these questionnaires may not tap the variables most relevant to desensitization outcome or mediation. The necessity of using state rather than trait measures, and of relating these to physiological indices, is highlighted.     

Relationship between egocentrism, alcohol consumption and reasons given for drinking

University students, 86 men and 141 women, completed a questionnaire from which their level of egocentrism, amount of alcohol consumed, and number of reasons for drinking could be estimated. Analysis supported earlier findings that men consume significantly more alcohol than do women. Both men and women who were rated as having high egocentrism scores gave significantly more reasons for drinking than did the women scoring low on egocentrism. Also, there was a significant correlation between egocentrism and reasons for drinking but not between egocentrism and amount consumed. The correlation was higher between the number of reasons given for drinking and the amount of alcohol consumed. Since men scoring high on egocentrism report the highest consumption, while high-scoring women report the lowest consumption, it is concluded that egocentrism plays an indirect role in the consumption of alcohol and the role it plays is different for men and women.     

Factorial invariance and significance

It is shown that invariance requirements remove the indeterminacy in factor determination and lead to an integration of factorial studies with promise of considerable reduction in computational labor. The selection of significant primary factors is discussed, with special reference to Thurstone's simple structure criterion.