A statistical model for binocular rivalry

A probabilistic model is presented for the phase durations in binocular rivalry experiments. The hypothetical construct of inhibition or reaction inhibition is used to account for the length of the successive phases of left‐eye dominance and right‐eye dominance. In accordance with Hull's Postulate X.B. it is assumed that the inhibition increases linearly at rate a₁ during periods of left‐eye dominance and decreases linearly at rate a₀ during periods of right‐eye dominance. Two different versions of the proposed model are presented: the beta and the Bessel inhibition models. Inhibition fluctuates between the boundaries 0 and 1 in the beta inhibition model and between ?∞ and +∞ in the Bessel inhibition model. The transition rates λ₁(t) for switches from a state of left‐eye dominance to a state of right‐eye dominance, and λ₀(t) for switches from a state of right‐eye dominance to a state of left‐eye dominance depend on inhibition: , , where l₁ is a non‐decreasing function and l₀ is a non‐increasing function. In the beta inhibition model and . In the Bessel inhibition model and . Special attention is given to the derivation of the expectation of the stationary phase durations.     

“Do Unto Others”: Effects of Priming the Golden Rule on Buddhists’ and Christians’ Attitudes Toward Gay People

The Golden Rule, a core precept of many religions, emphasizes the importance of treating others with compassion. We examined whether priming Golden Rule messages would influence Buddhists’ and Christians’ attitudes toward gay people and perceptions that homosexuality is a choice. In a priming task, participants filled in missing words for popular quotations including two Golden Rule messages that were attributed to either Buddha or Jesus. Christians ( N = 585) in the Buddha‐attributed Golden Rule condition showed stronger explicit anti‐gay attitudes and were more likely to agree that homosexuality is a choice than Christians in the Jesus‐attributed or control conditions, = .012, = .035, even after controlling for political orientation and religiosity. Buddhists ( = 394) showed no variation in attitudes across priming conditions, = .001, = .78. Our results suggest that although the Golden Rule has an important influence on believers, its message of compassion may produce more prejudice if it comes from an outgroup source compared to an ingroup source.     

Comparing two independent groups: A test based on a one‐step M‐estimator and bootstrap‐t

A new test is proposed for the problem of comparing two independent groups in terms of some measure of location. The proposed test () uses a one‐step M‐estimator and a bootstrap‐t method with the procedure proposed by Özdemir and Kurt (2006) . Eight methods were compared in terms of actual Type I error and power when the underlying distributions differ in skewness and kurtosis under heterogeneity of variances. For the 21 theoretical distributions, the Yuen test with the bootstrap‐t method was the most favourable, followed by test. For the five real data sets, the proposed test and percentile bootstrap method with the one‐step M‐estimator performed best.     

Development of the Two‐Dimensional Mood Scale for self‐monitoring and self‐regulation of momentary mood states

The purpose of this study was to develop a measure for self‐monitoring and self‐regulation of momentary mood states. The Two‐Dimensional Mood Scale (TDMS), consisting of eight words selected on the basis of pleasure and arousal, was created as an efficient measure of self‐monitoring. In Study 1, the validity and reliability of the TDMS were examined by administering the measure to 904 university students. Structural equation modeling revealed that mood states were constructed of two components, arousal and pleasure, and factor analysis found two factors, vitality and stability. In Study 2, differences between two mood manipulations, activation (exercise) and relaxation techniques were examined in 224 university students. The results showed that exercise induced higher vitality (, ) but no change in stability (, ), while relaxation resulted in an increase in stability (, ) but no change in vitality (, ). The TDMS can be combined with various mood manipulations to enable individuals to self‐regulate and alter negative psychological states.     

Multi‐set factor analysis by means of Parafac2

We consider multi‐set data consisting of observations, k = 1,…, K (e.g., subject scores), on J variables in K different samples. We introduce a factor model for the J × J covariance matrices , k = 1,…, K, where the common part is modelled by Parafac2 and the unique variances , k = 1,…, K, are diagonal. The Parafac2 model implies a common loadings matrix that is rescaled for each k, and a common factor correlation matrix. We estimate the unique variances by minimum rank factor analysis on for each k. The factors can be chosen orthogonal or oblique. We present a novel algorithm to estimate the Parafac2 part and demonstrate its performance in a simulation study. Also, we fit our model to a data set in the literature. Our model is easy to estimate and interpret. The unique variances, the factor correlation matrix and the communalities are guaranteed to be proper, and a percentage of explained common variance can be computed for each k. Also, the Parafac2 part is rotationally unique under mild conditions.     

Early access to abstract representations in developing readers: evidence from masked priming

A commonly shared assumption in the field of visual‐word recognition is that retinotopic representations are rapidly converted into abstract representations. Here we examine the role of visual form vs. abstract representations during the early stages of word processing – as measured by masked priming – in young children (3rd and 6th Graders) and adult readers. To maximize the chances of detecting an effect of visual form, we employed a language with a very intricate orthography, Arabic. If visual form plays a role in the early stages of processing, greater benefit would be expected from related primes that have the same visual form (in terms of the ligation pattern between a word's letters) as the target word (e.g.– [ktz b–ktA b] – note that the three initial letters are connected in prime and target) than for those that do not (– [ktxb–ktA b]). Results showed that the magnitude of priming effect relative to an unrelated condition (e.g. –) was remarkably similar for both types of prime. Thus, despite the visual complexity of Arabic orthography, there is fast access to the abstract letter representations not only in adult readers by also in developing readers.     

The empowering effect of punishment on forgiveness

We examined the process by which punishment enables forgiveness, testing the proposition that punishment restores a sense of justice to victims, an experience that is empowering. In Study 1 (N = 69), university students received insulting feedback and were given the opportunity (or not) to sanction the offender. In Study 2 (N = 91), participants imagined having the opportunity (or not) to recommend punishment for a person who had vandalized their house. A two‐step mediation model (punishment justice restoration empowerment forgiveness) was supported in these two studies. In Study 3 (N = 227), punishment options were expanded to test the role of victim voice in the context of third‐party and personal retributive and restorative justice responses to workplace bullying, as well as taking into account revenge as an alternative to justice restoration. When victims had voice, empowerment again played a central indirect role in relations between punishment and forgiveness.     

ONENESS AND SELF‐CENTEREDNESS IN THE MORAL PSYCHOLOGY OF WANG YANGMING

Rather than “selfishness,” a more accurate and revealing interpretation of Wang's use of siyuis “self‐centeredness.” One of the main goals in Wang's model of moral cultivation was to attain a state devoid of self‐centered desires. Wang relied a great deal on the exercise and cultivation of an emotional identification and feeling of oneness with others. In this paper, I first provide a brief summary of the role of Wang's concept of siyu in his moral psychology. I then examine key passages in Wang's writings that reveal his nuanced understanding of siyu and, along the way, I draw on empirical research in psychology to help illuminate the significance of Wang's view of siyu to his overall model of moral cultivation.     

Early gesture selectively predicts later language learning

The gestures children produce predict the early stages of spoken language development. Here we ask whether gesture is a global predictor of language learning, or whether particular gestures predict particular language outcomes. We observed 52 children interacting with their caregivers at home, and found that gesture use at 18 months selectively predicted lexical versus syntactic skills at 42 months, even with early child speech controlled. Specifically, number of different meanings conveyed in gesture at 18 months predicted vocabulary at 42 months, but number of gesture+speech combinations did not. In contrast, number of gesture+speech combinations, particularly those conveying sentence‐like ideas, produced at 18 months predicted sentence complexity at 42 months, but meanings conveyed in gesture did not. We can thus predict particular milestones in vocabulary and sentence complexity at age by watching how children move their hands two years earlier.     

Holistic processing for faces and cars in preschool‐aged children and adults: evidence from the composite effect

The current study compared the development of holistic processing for faces and non‐face visual objects by testing for the composite effect for faces and frontal images of cars in 3‐ to 5‐year‐old children and adults in a series of four experiments using a two‐alternative forced‐choice recognition task. Results showed that a composite effect for faces was present as early as years, and none of the age groups tested showed signs of a composite effect for cars. These findings provide the first demonstration that holistic processing is already selective for faces in early childhood, and confirm existing evidence that sensitivity to holistic information in faces does not increase from 4 years to adulthood.     

Estimation of the predictive power of the model in mixed‐effects meta‐regression: A simulation study

Several methods are available to estimate the total and residual amount of heterogeneity in meta‐analysis, leading to different alternatives when estimating the predictive power in mixed‐effects meta‐regression models using the formula proposed by Raudenbush (1994, 2009). In this paper, a simulation study was conducted to compare the performance of seven estimators of these parameters under various realistic scenarios in psychology and related fields. Our results suggest that the number of studies (k) exerts the most important influence on the accuracy of the results, and that precise estimates of the heterogeneity variances and the model predictive power can only be expected with at least 20 and 40 studies, respectively. Increases in the average within‐study sample size () also improved the results for all estimators. Some differences among the accuracy of the estimators were observed, especially under adverse (small k and ) conditions, while the results for the different methods tended to convergence for more optimal scenarios.     

The cultural background of the non‐academic concept of psychology in Japan: Its implications for introductory education in psychology

No research has empirically explored the non‐academic concept of psychology itself (implicit theories) in non‐Western cultures despite a widely held belief that this understanding differs cross‐culturally. This study examined whether the non‐academic concept of psychology among inexperienced Japanese students differed from the concept held by students of other countries. In Japanese, psychology is referred to as , which includes the ideographic character , literally meaning heart. This fact led us to hypothesize that psychology will be disproportionately associated with emotion among Japanese students. Indeed, our findings among Japanese students produced a J‐curve, indicating that our prediction was true. We posit that this issue has never been discussed in Japan because a majority of people share this concept of psychology. In our second study, we examined not only preference in students' association of intelligence or emotion but also heart or mind with psychology. Finally, we identified whether students' believe that psychology encompasses both the heart and the mind. We conclude with a discussion of the importance of explicitly defining the non‐academic concept of psychology in early psychology education in Japan.     

Functions of Nonsuicidal Self‐Injury Are Differentially Associated with Suicide Ideation and Past Attempts among Childhood Trauma Survivors

Research into factors for suicide has revealed relations between trauma exposure and suicidality (e.g., Bridge, Goldstein, & Brent, 2006 ; Joiner, Sachs‐Ericson, Wingate, Brown, Anestis, & Selby, 2007 ) wherein painful and provocative experiences (e.g., nonsuicidal self‐injury [NSSI]) are an important link (e.g., Van Orden, Witte, Cukrowicz, Braithwaite, Selby, & Joiner, 2010 ; Smith, 2013 ). No prior research has assessed the relationship between functions of NSSI and suicidality among childhood trauma survivors. Participants who endorsed childhood trauma exposure (N = 121; M_age = 18.69, range 18–22) completed measures of posttraumatic stress disorder (PTSD) symptoms, NSSI, and suicidality. Multiple regressions assessing whether the four functions of NSSI predicted suicide ideation and past attempts after controlling for PTSD symptom severity found that only social negative reinforcement was associated with SI ( = .304, SE = .243, t = 2.23, p = .028), while only automatic negative reinforcement was associated with past attempts ( = .470, SE = .066, t = 2.25, p = .028). Findings highlight the importance of assessing NSSI functions when assessing suicidality among trauma survivors.     

An effect size index for comparing two independent alpha coefficients

Since Cronbach proposed the α coefficient in 1951, researchers have contributed to the derivation of its sampling distribution and the testing of related statistical hypotheses. Yet, there has been no research on effect size index relevant to coefficient α to our knowledge. Considering the importance of effect size in understanding quantitative research findings, we therefore developed an effect size index Δ for the comparison of two independent αs with equal test length based on the asymptotic distribution of under the assumptions of normality and compound symmetry. Simulations indicated that the index was applicable when the sample size was at least 100. The robustness of the derived index when the required assumptions were violated was also explored. It is suggested that the index should be applicable in most cases of unequal test lengths and could be extended to non‐normally distributed component scores. Moreover, a small simulation was conducted to explore the behaviour of Δ with correlated errors, a frequently studied situation violating the assumption of compound symmetry. The proposed index was found to be robust unless a large number of highly correlated errors were present in the data.     

VIRTUE AS MASTERY IN EARLY CONFUCIANISM

This essay explores the interrelation of skills and virtues. I first trace one line of analysis from Aristotle to Alasdair MacIntyre, which argues that there is a categorical difference between skills and virtues, in their ends and intrinsic character. This familiar distinction is fine in certain respects but still importantly misleading. Virtue in general, and also some particular virtues such as ritual propriety and practical wisdom, are not just exercised in practical contexts, but are in fact partially constituted by the mastery of certain skills. This has implications for moral psychology, specifically how we might understand the acquisition of virtue, as well as its very nature. To try to make this claim plausible I analyze two case studies from early Confucianism: treatment of ritual propriety as a cardinal virtue, and Mencius's less carefully integrated treatment of excellence at moral discernment. I conclude by revisiting the question of the relations between skill and virtue, and exploring a few of the difficulties implied by my account of early Confucian ethics.     

Individual Differences in Risky Decision Making: A Meta‐analysis of Sensation Seeking and Impulsivity with the Balloon Analogue Risk Task

To represent the state‐of‐the‐art in an effort to understand the relation between personality and risk taking, we selected a popular decision task with characteristics that parallel risk taking in the real world and two personality traits commonly believed to influence risk taking. A meta‐analysis is presented based on 22 studies of the Balloon Analogue Risk Task from which correlations with sensation seeking and impulsivity assessments could be obtained. Results calculated on a total of 2120 participants showed that effect size for the relation of sensation seeking with risk taking was in the small–moderate range ( = .14), whereas the effect size for impulsivity was just around the small effect size threshold ( = .10). Although we considered participants' demographics as moderators, we found only significantly larger effect sizes for the older adolescents and young adults compared with other ages. The findings of the present review supported the view that inconsistencies in personality–risk research were mostly due to random fluctuations of specific effect sizes, rather than to lack of theoretical ties or to measurement unreliability. It is also concluded that studies aimed at relating individual differences in personality to performance in experimental decision tasks need an appropriate sample size to achieve the power to produce significant results. Copyright © 2013 John Wiley & Sons, Ltd.     

Testing the difficulty theory of the SON‐R –17, a non‐verbal test of intelligence

Fischer's (1973) linear logistic test model can be used to test hypotheses regarding the effect of covariates on item difficulty and to predict the difficulty of newly constructed test items. However, its assumptions of equal discriminatory power across items and a perfect prediction of item difficulty are never absolutely met. The amount of misfit in an application of a Bayesian version of the model to two subtests of the SON‐R –17 is investigated by means of item fit statistics in the framework of posterior predictive checks and by means of a comparison with a model that allows for residual (co)variance in the item parameters. The effect of the degree of residual (co)variance on the robustness of inferences is investigated in a simulation study.     

Statistical Learning Is Not Affected by a Prior Bout of Physical Exercise

This study examined the effect of a prior bout of exercise on implicit cognition. Specifically, we examined whether a prior bout of moderate intensity exercise affected performance on a statistical learning task in healthy adults. A total of 42 participants were allocated to one of three conditions—a control group, a group that exercised for 15 min prior to the statistical learning task, and a group that exercised for 30 min prior to the statistical learning task. The participants in the exercise groups cycled at 60% of their respective O₂max. Each group demonstrated significant statistical learning, with similar levels of learning among the three groups. Contrary to previous research that has shown that a prior bout of exercise can affect performance on explicit cognitive tasks, the results of the current study suggest that the physiological stress induced by moderate‐intensity exercise does not affect implicit cognition as measured by statistical learning.     

BOOK REVIEWS

Book reviewed in this article: AN ORTHODOX REFERENCE BOOK: (The Holy Theological School of Halki: 1923 to Today), by Vasil T. Istavridis THE CHURCH AND ANTI-SEMITISM: The Grey Book, by Johan M. Snoek     

Coexistence of Unconditionality and Conditionality of the Davidic Covenant in Chronicles

The Davidic covenant is the basis of the hope for a restoration of the Davidic kingdom in Chronicles. The Chronicler's retention of both the unconditionality and conditionality of the Davidic covenant does not mean that he was inconsistent; in my view, he views the two as complementary. The royal promise is conditional in the sense that the Davidic kings are disciplined and punished, and the kingdom ceases to exist when it does not meet the conditions set down by YHWH; it is unconditional in that YHWH's will never depart from the kingdom, as seen in 1 Chron. 17:13 where YHWH distinguishes his promise to David from his promise to Saul. Following this line of thought, the Chronicler yearns for further change in the postexilic temple‐centered society through a restoration of the lost kingdom by appealing to the Davidic covenant. The latter subtends the preservation of the Davidic kingdom in the preexilic period and a possible restoration in the postexilic period.