Extending the Debate Between Spearman and Wilson 1929: When do Single Variables Optimally Reproduce the Common Part of the Observed Covariances?

The covariances of observed variables reproduced from conventional factor score predictors are generally not the same as the covariances reproduced from the common factors. We sought to find a factor score predictor that optimally reproduces the common part of the observed covariances. It was found algebraically that—under some conditions—the single observed variable with highest loading on a factor reproduces the non-diagonal elements of the observed covariance matrix more exactly than the conventional factor score predictors. This finding is linked to Spearman's and Wilson's 1929 debate on the use of single variables as factor score predictors. A population-based and a sample-based simulation study confirmed the algebraic result that taking a single variable can outperform conventional factor score predictors in reproducing the non-diagonal covariances when the nonzero loading size and the number of nonzero loadings per factor are small. The results indicated that a weighted aggregation of variables does not necessarily lead to an improvement of the score over the variable with the highest loading.     

The range effect as a function of stimulus set,presence of a standard,and modulus

The intramodal range effect (an inverse relationship between stimulus range and exponent in Stevens’s power law) has been well documented, but its conditions have not been tested. Both the estimates of stimulus magnitudes and their exponents are affected by context, stimulus location, and different standards and moduli, but how these variables might interact with the variable of stimulus range has not been studied. In the present research, exponents were derived from magnitude estimates of line length for each of three different stimulus: ranges at two different locations on the scale of length, with or without a modulus. Moduli of 50 and 500 permitted an analysis of the effect of response magnitude on the range effect. Because different ranges had stimulus values in common, the effect of range and location on exponents from those common values could be determined. Exponents decreased as stimulus range increased, but only in the free-modulus condition. For that condition, exponents derived from magnitude estimates of only the common stimuli also showed the range effect and response magnitude did not influence the range effect. Exponents were higher for stimulus ranges at the lower location, but location does not appear to contribute to the range effect. Although the range effect is not explained, the conditions under which it holds and some factors that may influence it are considered.     

Justifying decisions in social dilemmas: justification pressures and tacit coordination under environmental uncertainty

This article investigates how justification pressures influence harvesting decisions in common resource dilemmas. The authors argue that when a division rule prescribes a specific harvest level, such as under environmental certainty, people adhere more strongly to this division rule when they have to justify their decisions to fellow group members. When a division rule does not prescribe a specific harvest level, such as under environmental uncertainty, people restrict their harvests when they have to justify their decisions to fellow group members. The results of two experimental studies corroborate this line of reasoning. The findings are discussed in terms of tacit coordination. The authors specify conditions under which justification pressures may or may not facilitate efficient coordination.     

Hardiness: a review of theory and research.

Although a large body of research on hardiness (a personality construct with dimensions of commitment, control, and challenge) has accumulated, several fundamental issues remain unresolved. Although there are several hardiness scales, the properties of these scales have not been compared. There is debate as to whether hardiness is one or several characteristics. Research studying the pathways through which hardiness exerts its effects has not been comprehensively evaluated. Whereas critics have argued that hardiness does not buffer stress, others have suggested that hardiness buffers for working adults, for males, and in prospective analyses. There is also growing concern that hardiness is related to neuroticism. A review of the literature supports the following conclusions: The Dispositional Resilience Scale (DRS) has several advantages over alternative scales; DRS items form three factors that are consistent with hardiness theory; hardiness dimensions generally show low to moderate intercorrelations; the most common way of categorizing subjects as high or low in hardiness is not consistent with hardiness theory; hardiness does not buffer stress, and it does not buffer stress for working adults, for males, or in prospective analyses; both old and new hardiness scales inadvertently measure neuroticism. Recommendations for future research are provided.     

An inter-battery method of factor analysis

The inter-battery method of factor analysis was devised to provide information relevant to the stability of factors over different selections of tests. Two batteries of tests, postulated to depend on the same common factors, but not parallel tests, are given to one sample of individuals. Factors are determined from the correlation of the tests in one battery with the tests in the other battery. These factors are only those that are common to the two batteries. No communality estimates are required. A statistical test is provided for judging the minimum number of factors involved. Rotation of axes is carried out independently for the two batteries. A final step provides the correlation between factors determined by scores on the tests in the two batteries. The correlations between corresponding factors are taken as factor reliability coefficients.This research was jointly supported by Princeton University and the Office of Naval Research under contract N6onr-270-20 and the National Science Foundation under grant NSF G-642; Harold Gulliksen, principal investigator. The preparation of this paper and the accompanying material has been aided by the Educational Testing Service. The author is grateful to Professors Harold Gulliksen and Samuel S. Wilks for their many most helpful comments and suggestions.     

Linguistic versus attentional influences on nonlinguistic categorization in 15-month-old infants

Why linguistic input facilitates nonlinguistic categorization is frequently explained in terms of children's attention to uniquely linguistic forms such as words. However, whether this facilitation is rooted in the children's attention to word forms very early in lexical learning has not been examined directly. A previous experiment (Roberts & Cuff, 1989) provided a set of conditions under which 15-month-olds did not successfully categorize in the absence of linguistic input. The two experiments reported here replicate Roberts and Cuff (1989) exactly, with the exception that either language (Experiment 1) or instrumental music (Experiment 2) was provided as accompanying input. Infants in both experiments successfully categorized and significantly increased attention during habituation. Although directly documenting the influence of language on categorization prior to the “vocabulary explosion,” this influence does not appear attributable to the presence of word forms. Instead, factors common to language and music (e.g., attention-getting properties or factors influencing attention) may facilitate nonlinguistic categorization at the beginnings of word learning.     

Separated twins and the genetics of personality differences: a critique

This article discusses studies of separated twins, with special emphasis on the Minnesota Study of Twins Reared Apart (MISTRA), to determine whether they support the existence of an important genetic component in behavioral and personality differences. The methods and conclusions of the MISTRA team are discussed in the context of earlier studies of separated identical twins. I argue that volunteer-based studies are biased toward greater twin similarity. In addition, the MISTRA research team did not publish or share raw data and case history information. Reared-together and reared-apart monozygotic twins share important environmental similarities not controlled for by comparing personality correlations. I propose an alternative control group consisting of biologically unrelated pairs of strangers matched on all environmental factors common to pairs of separated monozygotic twins. I conclude that the evidence from studies of twins reared apart does not support the role of genetic factors in personality and behavioral differences.     

Bi-Simulating in Bi-Intuitionistic Logic

Bi-intuitionistic logic is the result of adding the dual of intuitionistic implication to intuitionistic logic. In this note, we characterize the expressive power of this logic by showing that the first order formulas equivalent to translations of bi-intuitionistic propositional formulas are exactly those preserved under bi-intuitionistic directed bisimulations. The proof technique is originally due to Lindström and, in contrast to the most common proofs of this kind of result, it does not use the machinery of neither saturated models nor elementary chains.     

A criterion for significant common factor variance

Up to the present only empirical methods have been available for determining the number of factors to be extracted from a matrix of correlations. The problem has been confused by the implicit attitude that a matrix of intercorrelations between psychological variables has a rank which is determinable. A table of residuals always contains error variance and common factor variance. The extraction of successive factors increases the proportion of error variance remaining to common factor variance remaining, and a point is reached where the extraction of more dimensions would contain so much error variance that the common factor variance would be overshadowed. The critical value for this point is determined by probability theory and does not take into account the size of the residuals. Interpretation of the criterion is discussed.     

“No,You're Playing the Race Card”: Testing the Effects of Anti-Black,Anti-Latino,and Anti-Immigrant Appeals in the Post-Obama Era

Despite a sizable literature on racial priming, scholars have failed to account for the shifting nature of racial appeals. First, theories of racial priming have not yet been widely applied to increasingly common anti-immigrant and anti-Latino political appeals. Second, theories of racial priming have not adequately accounted for both an increasingly racialized political climate and increased tolerance for explicit anti-minority appeals. In two survey experiments fielded both before Trump's rise and after his presidential victory, we find the Implicit-Explicit (IE) model always fails for anti-black appeals, sometimes fails for anti-immigrant appeals, but consistently holds for anti-Latino appeals. While we find the null effects of implicit versus explicit anti-black and anti-immigrant appeals are partly driven by tolerance for the explicit appeals, we also find evidence that white Americans are adept at recognizing the racial content of appeals featuring widely used, congruent issue-group pairs. Our findings shed light on conditions under which the IE model does and does not hold in the current political era.     

Diving, adaptation, and Fitts law

To assess Welford's dual controlling factor interpretation of Fitts' law, 20 scuba divers performed a reciprocal tapping task. In an attempt to separate the two factors, the subjects were tested on land and underwater. This does not change the basic parameters of the task but does put the subjects under informational stress, in that underwater the movement is less ballistic in nature and should require the processing of more information (feedback) in each tap. On land, the contributions of movement amplitude and precision were approximately equal. However, the relative changes in contribution of these factors to movement time underwater suggests that these parameters do in fact represent separate controlling factors.     

The costs and benefits of testing text materials

Tests have been shown to improve the later recall of tested information, a result known as the testing effect. Tests, however, can also impair the later recall of related information, an effect known as retrieval-induced forgetting. Although retrieval-induced forgetting has been demonstrated using a wide variety of materials, recent work suggests that learning information in the context of a coherent text passage may afford protection from retrieval-induced forgetting. In four experiments we explored the conditions under which retrieval-induced forgetting does and does not occur with such materials. We found that two factors—the coherence of the to-be-learned material and the competitiveness of retrieval practice—are important in determining whether retrieval-induced forgetting does or does not occur. Furthermore, even if retrieval-induced forgetting does occur, having the opportunity to restudy the forgotten information can prevent that forgetting from persisting. Taken together, these findings provide greater understanding of the costs and benefits of testing text materials, with possible implications for the optimisation of testing as a tool for learning in educational contexts.     

Free recall accuracy for common and bizarre verbal information

A large body of empirical research suggests better free recall for bizarre than common verbal information; however, the bulk of those studies used a method that does not consider the contextual and relational accuracy of recovered memories. The conclusions drawn from that research therefore are based on tests of memory not for holistic stimuli but for decontextualized memory fragments. In response to this anomaly and recent findings suggesting that bizarre memories are more likely to be distorted than common memories, a holistic analysis of free recall for common and bizarre verbal material was conducted. Two experiments indicated that bizarreness both facilitates and disrupts recall. Specifically, better recall (both in part and in full) was found for bizarre information, but a greater tendency to merge bizarre memory fragments into other partially recovered memories was also found. This pattern of results was demonstrated under immediate and delayed testing conditions (Experiment 1) and using both incidental and intentional learning procedures (Experiment 2). Overall, the results are consistent with a weak account of disruption caused by bizarreness.     

A meta-analytic approach to growth curve analysis

A meta-analytic approach to growth curve analysis is described and illustrated by applying it to the evaluation of the Arizona Pilot Project, an experimental project for financing the treatment of the severely mentally ill. In this approach to longitudinal data analysis, each individual subject for which repeated measures are obtained is initially treated as a separate case study for analysis. This approach has at least two distinct advantages. First, it does not assume a balanced design (equal numbers of repeated observations) across all subjects; to accommodate a variable number of observations for each subject, individual growth curve parameters are differentially weighted by the number of repeated measures on which they are based. Second, it does not assume homogeneity of treatment effects (equal slopes) across all subjects. Individual differences in growth curve parameters representing potentially unequal developmental rates through time are explicitly modeled. A meta-analytic approach to growth curve analysis may be the optimal analytical strategy for longitudinal studies where either (1) a balanced design is not feasible or (2) an assumption of homogeneity of treatment effects across all individuals is theoretically indefensible. In our evaluation of the Arizona Pilot Project, individual growth curve parameters were obtained for each of the 13 rationally derived subscales of the New York Functional Assessment Survey, over time, by linear regression analysis. The slopes, intercepts, and residuals obtained for each individual were then subjected to meta-analytic causal modeling. Using factor analytic models and then general linear models for the latent constructs, the growth curve parameters of all individuals were systematically related to each other via common factors and predicted based on hypothesized exogenous causal factors. The same two highly correlated common factors were found for all three growth curve parameters analyzed, a general psychological factor and a general functional factor. The factor patterns were found to be nearly identical across the separate analyses of individual intercepts, slopes, and residuals. Direct effects on the unique factors of each subscale of the New York Functional Assessment Survey were tested for each growth curve parameter by including the common factors as hierarchically prior predictors in the structural model for each of the indicator variables, thus statistically controlling for any indirect effect produced on the indicator through the common factors. The exogenous predictors modeled were theoretically specified orthogonal contrasts for Method of Payment (comparing Arizona Pilot Project treatment or "capitation" to traditional or "fee-for-service" care as a control), Treatment Administration Site (comparing various locations within treatment or control groups), Pretreatment Assessment (comparing general functional level at intake as assigned by an Outside Assessment Team), and various interactions among these main effects. The intercepts, representing the initial status of individual subjects on both the two common factors and the 13 unique factors of the subscales of the New York Functional Assessment Survey, were found to vary significantly across many of the various different treatment conditions, treatment administration sites, and pretreatment functional levels. This indicated a severe threat to the validity of the originally intended design of the Arizona Pilot Project as a randomized experiment. When the systematic variations were statistically controlled by including intercepts as hierarchically prior predictors in the structural models for slopes, recasting the experiment as a nonequivalent groups design, the effects of the intercepts on the slopes were found to be both statistically significant and substantial in magnitude. (ABSTRACT TRUNCATED)     

自我观的新形式:有关自悯的研究论述

由于自尊并不能完全地预见个体心理健康的程度,许多研究者提出了新的构念。本文介绍了其中的努力之一,在吸收东方佛学思想的基础上,Neff于2003年提出了自悯这种新的自我观形式。文章介绍了自悯的成分,即自我友善、普遍人性感和正念以及相关的研究方法;然后,从早期经验、社会文化的角度讨论了自悯的影响来源;在心理功能方面,自悯能有效地帮助个体应对负性事件,增强积极的心理品质和力量,对人际知觉和互动也有重要影响。自悯的这些积极功能已经在临床上得到了运用。最后,对未来的研究方向进行了展望。     

Content externalism and phenomenal character: a new worry about privileged access

Some philosophers argue that the thesis of content externalism, according to which the contents of a subject’s thoughts are in part individuated by environmental factors, threatens the standard idea that a subject can know the contents of her thoughts without empirical investigation. It is typically assumed, however, that this thesis does not threaten another common idea about privileged access: that a subject can know the phenomenal character of her experience–its “what it’s like” aspect–without empirical investigation. That is, even if content externalism is true and does imply that a subject cannot know without empirical investigation the contents of some of her thoughts (e.g., her thoughts about water), surely she can know without empirical investigation what it’s like for her to be having whatever experience she is having. I argue that if content externalism threatens privileged access to content (I do not discuss whether it does), then it also threatens privileged access to phenomenal character. My argument does not involve claiming that phenomenal character is itself externally individuated. Rather, it depends on two other claims: (1) that introspective access to phenomenal character is conceptual; and (2) that standard arguments for content externalism suggest that some phenomenal concepts are externally individuated.     

Briefly presented stimuli can disrupt constant suppression and binocular rivalry suppression

An earlier study has shown that the intermittent suppression of one monocular stimulus by another in binocular rivalry does not occur when normally rivalrous stimuli are briefly presented. Constant suppression of stimuli presented to one eye is a common consequence of esotropia during development. A study is reported which demonstrates that constant suppression does not occur when stimuli are briefly presented. The dependence of suppression on stimulus duration is similar in both forms of suppression.     

What Does it Mean to be a Common Factors Informed Family Therapist?

The common factors paradigm in couple and family therapy has gained popularity over the past several decades, leading many therapists to refer to themselves as common factors family therapists. Despite this, no consensus exists on what it means to be a common factors family therapist, or if such a designation even makes sense given that the common factors paradigm is not a model. Synthesizing the existing common factors literature, a case is made for the designation “common factors informed family therapist,” and the following six core principles are outlined that characterize this designation: (1) sees overlap among theories; (2) passionate about theory, not a theory; (3) client centered; (4) monitors hope and the therapeutic alliance; (5) views clients as people rather than objects; and (6) prioritizes healing over therapy. Each of the concepts is discussed in depth, and clinical implications are provided.     

Emergence,Naturally!

The prevailing common assumptions about how nature behaves have their origins in the early Enlightenment. The notion of emergence does not sit comfortably within this framework. Emergence appears virtually impossible within a world determined by ineluctable and unwavering natural laws. But the variety and combinations inherent in living systems render physical laws indeterminate. The study of ecological dynamics suggests that processes rather than laws are what accounts for most order seen in the living realm. As a consequence, there are aspects of ecological dynamics that violate each of the Newtonian postulates. The dynamics of ecosystems suggest a smaller set of rational assumptions through which to view nature—an “ecological metaphysic.” Emergence appears as a rare but wholly natural phenomenon within the new rational platform. In addition, several apparent conflicts between science and theism that arose under the Newtonian framework simply vanish under the new perspective.     

The Enjoyment of the Sage and the Common People: A New Perspective on the Cosmology of the Laozi

The Laozi laughs at the joy of those who violate the Dao and praises the suffering of those who attain it,yet this does not mean that the political philosophy of the Laozi does not encompass a notion of happiness,a notion that is grounded in the "enjoyment of something together" (gong le共樂) by the sag and the common people.The philosophical foundation of the Laozi's view of happiness is its cosmology,of which there are two sequences:one is generation and the other is growth.With the influences of Wei/Jin-era metaphysics and Western philosophy,Chinese scholars used to overemphasize generation,tracing only the origin.But in the cosmology of the Laozi,both generation and growth are indispensable,and this is part of the reason why the Dao and the De are equally important in the Laozi.The happiness of the common people does not come from a psychological dependence on or attachment to certain form of domination,but from the full development of each individual's initiative and action affected by Mysterious De.