ChoiceKey: A real-time speech recognition program for psychology experiments with a small response set

Psychological experiments often collect choice responses using buttonpresses. However, spoken responses are useful in many cases—for example, when working with special clinical populations, or when a paradigm demands vocalization, or when accurate response time measurements are desired. In these cases, spoken responses are typically collected using a voice key, which usually involves manual coding by experimenters in a tedious and error-prone manner. We describe ChoiceKey, an open-source speech recognition package for MATLAB. It can be optimized by training for small response sets and different speakers. We show ChoiceKey to be reliable with minimal training for most participants in experiments with two different responses. Problems presented by individual differences, and occasional atypical responses, are examined, and extensions to larger response sets are explored. The ChoiceKey source files and instructions may be downloaded as supplemental materials for this article from brm.psychonomic-journals.org/content/supplemental.     

Indirect perceptual realism and demonstratives

I defend indirect perceptual realism against two recent and related charges to it offered by A. D. Smith and P. Snowdon, both stemming from demonstrative reference involving indirect perception. The needed aspects of the theory of demonstratives are not terribly new, but their connection to these objections has not been discussed. The groundwork for my solution emerges from considering normal cases of indirect perception (e.g., seeing something depicted on a television) and examining the role this indirectness plays in demonstrative assertions. I argue that indirectness routinely if not typically plays a justificatory role in such judgements, and not a semantic one, and that the same can be said of such judgements when considered within the indirect realist framework. The denial of this, on my analysis, is essential to the criticisms of Snowdon and Smith. The discussion is extended to include scenarios involving the sorts of misconceptions Smith employs.

Distribution-free tests of stochastic dominance for small samples

One variable is said to “stochastically dominate” another if the probability of observations smaller than x is greater for one variable than the other, for all x. Inferring stochastic dominance from data samples is important for many applications of econometrics and experimental psychology, but little is known about the performance of existing inferential methods. Through simulation, we show that three of the most widely used inferential methods are inadequate for use in small samples of the size commonly encountered in many applications (up to 400 observations from each distribution). We develop two new inferential methods that perform very well in a limited, but practically important, case where the two variables are guaranteed not to be equal in distribution. We also show that extensions of these new methods, and an improved version of an existing method, perform quite well in the original, unlimited case.     

Time perception and attention: The effects of prospective versus retrospective paradigms and task demands on perceived duration

This research was designed to compare time judgments obtained under prospective conditions (in which subjects are instructed to attend to time) and retrospective conditions (in which subjects are unaware that they will be required to judge time). In Experiment 1, subjects prospectively or retrospectively judged the duration of intervals spent performing a perceptual-motor task at different levels of difficulty. The results showed that subjects tested under both research paradigms tended to give increasingly shorter and/or more inaccurate time judgments with increases in nontemporal task demands. Experiment 2 was designed to test the effects of attentional deployment on perceived time by comparing prospective and retrospective judgments under control, selective attention, and divided attention conditions. Both types of time judgments became increasingly inaccurate as attention was more broadly deployed. The results of these experiments are consistent with an attentional allocation model, and they suggest that nontemporal task demands disrupt or interfere with timing in both prospective and retrospective situations.     

“What shall we do with the inebriate?” asylum treatment and the disease concept of alcoholism in the late nineteenth century

During the late nineteenth century a number of physicians, sometimes called inebriety specialists, combined a narrowly physicalistic disease concept of alcoholism with a high regard for the curative power of asylum treatment to advocate the development of specialized asylums for the treatment of alcoholism. Central to the idea of such an inebriate asylum was the belief that the power to detain the alcoholic was necessary to cure his disease. This article considers why inebriety specialists held this belief as well as why others opposed it. It also describes alternative approaches to alcoholism and the fate of efforts, during this period, to treat the alcoholic by confining him.     

Separate but interacting recognition memory systems for different senses: the role of the rat perirhinal cortex

Two different models (convergent and parallel) potentially describe how recognition memory, the ability to detect the re-occurrence of a stimulus, is organized across different senses. To contrast these two models, rats with or without perirhinal cortex lesions were compared across various conditions that controlled available information from specific sensory modalities. Intact rats not only showed visual, tactile, and olfactory recognition, but also overcame changes in the types of sensory information available between object sampling and subsequent object recognition, e.g., between sampling in the light and recognition in the dark, or vice versa. Perirhinal lesions severely impaired object recognition whenever visual cues were available, but spared olfactory recognition and tactile-based object recognition when tested in the dark. The perirhinal lesions also blocked the ability to recognize an object sampled in the light and then tested for recognition in the dark, or vice versa. The findings reveal parallel recognition systems for different senses reliant on distinct brain areas, e.g., perirhinal cortex for vision, but also show that: (1) recognition memory for multisensory stimuli involves competition between sensory systems and (2) perirhinal cortex lesions produce a bias to rely on vision, despite the presence of intact recognition memory systems serving other senses.     

Sexting, Catcalls, and Butt Slaps: How Gender Stereotypes and Perceived Group Norms Predict Sexualized Behavior

The current study examined the role of endorsed stereotypes about men and women and perceived peer norms in predicting three distinct types of stereotypical sexualized behaviors (verbal, physical, and indirect) among late adolescents. Two hundred and fifty U.S. college students from the mid-South (178 females, 72 males) between the ages of 17 and 19 completed a number of surveys regarding sexual gender stereotypes (e.g., men are sex-focused and women are sexual objects), perceived peer norms about the acceptability of stereotypical sexualized behaviors (SSB), and their own SSBs. Results revealed that most college students have perpetrated these SSBs at least once, and that the most common form of sexualized behavior was verbal SSB, such as rating someone’s body. Results also showed that, although the young men and women did not differ in their perpetration of indirect SSBs (e.g., sending pictures via text), young men perpetrated more verbal and physical SSB than women. For young women, endorsing the idea that men are sex-focused predicted all three types of SSB. For young men, endorsing the stereotype that men are sex-focused predicted verbal and physical SSB, and endorsing the stereotype that women are sex objects predicted physical SSB. Importantly, perceived peer group norms were a significant predictor of all three types of SSB for both women and men. Thus, the current study suggests that distinct types of stereotypical sexualized behaviors are common among college students, and are predicted by an individual’s stereotypes about men and women and perceived peer norms.     

Environmental Influences on Ethical Decision Making: Climate and Environmental Predictors of Research Integrity

It is commonly held that early career experiences influence ethical behavior. One way early career experiences might operate is to influence the decisions people make when presented with problems that raise ethical concerns. To test this proposition, 102 first-year doctoral students were asked to complete a series of measures examining ethical decision making along with a series of measures examining environmental experiences and climate perceptions. Factoring of the environmental measure yielded five dimensions: professional leadership, poor coping, lack of rewards, limited competitive pressure, and poor career direction. Factoring of the climate inventory yielded four dimensions: equity, interpersonal conflict, occupational engagement, and work commitment. When these dimensions were used to predict performance on the ethical decision-making task, it was found that the environmental dimensions were better predictors than the climate dimensions. The implications of these findings for research on ethical conduct are discussed.