Power comparisons of significance tests of location using scores,ranks, and modular ranks

The Type I error probability and the power of the independent samples t test, performed directly on the ranks of scores in combined samples in place of the original scores, are known to be the same as those of the non‐parametric Wilcoxon–Mann–Whitney (WMW) test. In the present study, simulations revealed that these probabilities remain essentially unchanged when the number of ranks is reduced by assigning the same rank to multiple ordered scores. For example, if 200 ranks are reduced to as few as 20, or 10, or 5 ranks by replacing sequences of consecutive ranks by a single number, the Type I error probability and power stay about the same. Significance tests performed on these modular ranks consistently reproduce familiar findings about the comparative power of the t test and the WMW tests for normal and various non‐normal distributions. Similar results are obtained for modular ranks used in comparing the one‐sample t test and the Wilcoxon signed ranks test.     

Personality and strength-related attitude dimensions: Between and within-person relationships

Examined personality variables as predictors and moderators of strength-related attitude dimensions (SRAD) using multilevel modeling. Results revealed significant person-level variation in attitude importance, extremity, and ambivalence across attitude objects. Study 1 found the personality variable of need to evaluate (NE) predicted extremity across attitude objects, and finding meaning in life (ML) was predictive of importance across objects. Study 2 revealed that neuroticism and state anxiety were significant predictors of ambivalence across attitude objects. Finally, the NE, the Need for Cognition, and Openness to Experience each moderated the within-person relationship between extremity and ambivalence across objects, with higher values on the individual difference variables being related to stronger within-person relationships. Implications for research on attitude strength and the relationships between personality variables and attitudes are discussed.     

A random-walk model of accuracy and reaction time applied to three experiments on pigeon visual discrimination

A random-walk model of visual discrimination is described and applied to reaction time (RT) distributions from three discrete-trial experiments with pigeons. Experiment 1 was a two-choice hue discrimination task with multiple hues. Choice percentages changed with hue discriminability; RTs were shortest for the least and most discriminable stimuli. Experiments 2 and 3 used go/no-go hue discriminations. Blocks of sessions differed in reward probability associated with a variable red stimulus in Experiment 2 and with a constant green stimulus in Experiment 3. Changes in hue had a large effect on response percentage and a small effect on RT; changes in reward shifted RT distributions on the time axis. The "random-walk, pigeon" model applied to these data is closely related to Ratcliff's diffusion model (Ratcliff, 1978; Ratcliff & Rouder, 1998). Simulations showed that stimulus discriminability affected the speed with which evidence accumulated toward a response threshold, in line with comparable effects in human subjects. Reward probability affected bias, modeled as the amount of evidence needed to reach one threshold rather than the other. The effects of reward probability are novel, and their isolation from stimulus effects within the decision process can guide development of a broader model of discrimination.     

Social inclusion facilitates risky mating behavior in men

Although past research has reliably established unique effects of social exclusion on human cognition and behavior, the current research focuses on the unique effects of social inclusion. Recent evidence indicates that social inclusion leads to enhanced prioritization of reproductive interests. The current study extends these findings by showing that the pursuit of these inclusion-induced reproductive goals occurs in sex-specific ways. Across three experiments, social inclusion led men, but not women, to endorse riskier, more aggressive mating strategies compared to control and socially excluded participants. Specifically, included men were more likely to endorse sexual aggression (Experiment 1), high-risk mate poaching behaviors (Experiment 2), and high-risk mate retention tactics (Experiment 3). These results demonstrate that the experience of social inclusion can affect sex-differentiated preferences for risky mating strategies.     

The traumatic memory debate: A failure in scientific communication and cooperation

Perhaps no other topic in recent history has generated such emotionality as the ongoing traumatic memory debate involving alleged reports of physical and sexual abuse. The literature on this topic is replete with reliance on anecdotal statements, unwarranted and grossly overstated generalizations, emotionally laden conclusions, attacks and counterattacks. This state of affairs has resulted in creating a polarization between cognitive memory researchers and clinical researchers who are attempting to resolve the debate through scientific inquiry. Unfortunately, the databases on both sides of the issue are weak. The purpose of this article is to highlight the key issues at the center of this debate in an attempt to move the debate forward. It is argued that resolution of this debate can only be achieved by conducting appropriately designed clinical research with a population of traumatically abused subjects. To achieve this objective, both sides need to suppress their emotional rhetoric, open lines of communication, and engage in cooperative research efforts. This issue is too important for both the field of psychology and society as a whole to remain polarized and unresolved.     

The discounting model selector: Statistical software for delay discounting applications

Original, open‐source computer software was developed and validated against established delay discounting methods in the literature. The software executed approximate Bayesian model selection methods from user‐supplied temporal discounting data and computed the effective delay 50 (ED50) from the best performing model. Software was custom‐designed to enable behavior analysts to conveniently apply recent statistical methods to temporal discounting data with the aid of a graphical user interface (GUI). The results of independent validation of the approximate Bayesian model selection methods indicated that the program provided results identical to that of the original source paper and its methods. Monte Carlo simulation (n = 50,000) confirmed that true model was selected most often in each setting. Simulation code and data for this study were posted to an online repository for use by other researchers. The model selection approach was applied to three existing delay discounting data sets from the literature in addition to the data from the source paper. Comparisons of model selected ED50 were consistent with traditional indices of discounting. Conceptual issues related to the development and use of computer software by behavior analysts and the opportunities afforded by free and open‐sourced software are discussed and a review of possible expansions of this software are provided.     

Sigmund Freud and James Putnam: Friendship as a Form of Sublimation

This article focuses on Freud’s lectures at Clark University in 1909 and the correspondence that followed from Freud’s visit to America with the Boston neurologist James Jackson Putnam. Particular emphasis is given to the concept of sublimation, specifically to Putnam’s desire to make sublimation a goal of psychoanalysis and his view that sublimations should reflect the individual’s recognition of the interests of the community or desire for an ideal community. Against Putnam, we endorse Freud’s view that sublimation should not be a goal of psychoanalysis. However, we support Putnam’s emphasis on the social value of sublimations, but in a more limited sense than he proposes in his correspondence with Freud. We suggest that the correspondence between Putnam and Freud reflects the very fact that the lifting of sexual repressions makes possible the development of male friendships. Thus, we view the correspondence between Freud and Putnam as an instance of sublimation, and suggest that the friendship that this correspondence reflected and nurtured is an example of the ideal community to which we humans aspire but which often remains elusive and unrealized.