Beyond the five-user assumption: Benefits of increased sample sizes in usability testing

It is widely assumed that 5 participants suffice for usability testing. In this study, 60 users were tested and random sets of 5 or more were sampled from the whole, to demonstrate the risks of using only 5 participants and the benefits of using more. Some of the randomly selected sets of 5 participants found 99% of the problems; other sets found only 55%. With 10 users, the lowest percentage of problems revealed by any one set was increased to 80%, and with 20 users, to 95%.     

Homosexual parents: testing "common sense"--a literature review emphasizing the Golombok and Tasker longitudinal study of lesbians' children

Counter to claims by the American Psychological Association and the National Association of Social Workers as well as numerous reviewers that children raised by homosexuals and married heterosexuals do not differ, the elaborate social-personality theory called "common sense" predicts that because "like produces like" and because psychopathy/sociopathy informs the major expressions of social deviance including homosexuality, children of homosexuals will (1) be more frequently subjected to parental instability (of residence and sexual partners) and (2) have poorer peer and adult relationships. Also, as is held to be true of their parents, homosexuals' children will be more apt to (3) become homosexual, (4) be unstable (have emotional problems and difficulty forming lasting bonds) with reduced interest in natality, and (5) be sexually precocious and promiscuous. Differences between homosexual and heterosexual comparison groups that bore on "common sense" were considered suggestive "bits" of empirical evidence. Differences that emerged within studies conducted by sympathetic researchers utilizing volunteer samples were considered bits of adverse evidence. Of 171 bits, 82 adverse and 55 nonadverse bits supported, while 34 bits fell against "common sense." From this tentative method of counting, support was found for common sense beliefs that children of homosexuals will be more apt to become homosexual and have poorer peer relationships, while weaker support was found for some of the other predictions. As assessed in this way, the empirical evidence in the literature tended to lean against claims of "no differences" between children raised by homosexuals and heterosexuals. In particular, the strongly worded official claims of there being "no differences" are overstatements. They amount to the organizations and some prominent researchers asserting that they have proven the null hypothesis, which is fundamentally impossible. It is likely that the nonsignificant statistical findings stressed thus far include Type Two errors created by use of volunteer samples, inadequate identification and measurement of likely differences, and refusal to interpret results in ways contrary to the sympathies of subjects, investigators, and the organizations.     

Evidence for abstract, schematic knowledge of three spatial diagram representations

Spatial diagram representations such as hierarchies, matrices, and networks are important tools for thinking. Our data suggest that college students possess abstract schemas for these representations that include at least rudimentary information about their applicability conditions. In Experiment 1, subjects were better able to select the appropriate spatial diagram representation for a problem when cued to use general category information in memory about those representations than when cued to use specific example problems given during the experiment. The results of Experiment 2 showed that the superior performance in the general category condition was not based on a comparison of the test problems with examples in memory. The results of Experiment 3 showed that the superior performance was not due to learning that occurred during the experiment or to transfer appropriate processing. The General Discussion section considers the nature of students' representation schemas and the question of why college students have only rudimentary schemas for common and widely applicable diagrammatic representations.     

Does Alternating Between Masculine and Feminine Pronouns Eliminate Perceived Gender Bias in Text?

This study explores whether alternating betweenthe pronouns he and she ina text is an effective way to avoid sexist language.Participants were psychology students at a largemidwestern university and were predominately White and frommiddle-class backgrounds. Students read two versions ofan essay, one that alternated between masculine andfeminine pronouns and one that exclusively used paired, he or she-type pronouns. Readersperceived the alternating version to be biased in favorof females and lower in overall quality than the pairedversion. However, the alternating version appeared to be more effective at combating sexism,suggesting an alternating strategy may be desirable forauthors with this goal. If the author is not primarilyconcerned with increasing readers' awareness of gender issues, techniques such as pluralization or thesingular they may be moreappropriate.     

Comparison in the Development of Categories

Recent research on children's word learning has led to a paradox. Although word learning appears to be a deep source of insight into conceptual knowledge for children, preschoolers often categorize objects on the basis of shallow perceptual features such as shape. The current studies seek to resolve this discrepancy. We suggest that comparing multiple instances of a category enables children to extract deeper relational commonalities among category members. We examine 4-year-olds' categorization behaviors when asked to select a match for a target object (e.g., an apple) between a perceptually similar, out-of-kind object (e.g., a balloon) and a perceptually different category match (e.g., a banana). Children who learn a novel word as a label for multiple instances of the category are more likely to select the category match over the perceptual match. Children who learn a label for only one instance are equally likely to select either alternative. This effect is present even when individual target instances are more perceptually similar to the perceptual choice than to the category choice. We conclude that structural alignment processes may be important in the development of category understanding.     

Psychometric evaluation of the behavioral inhibition/behavioral activation scales in a large sample of outpatients with anxiety and mood disorders

The latent structure, reliability, and validity of the Behavioral Inhibition/Behavioral Activation Scales (BIS/BAS; C. L. Carver and T. L. White, 1994) were examined in a large sample of outpatients (N = 1,825) with anxiety and mood disorders. Four subsamples were used for exploratory and confirmatory factor analyses. In addition to generally upholding a latent structure found previously in nonclinical samples, results indicated measurement invariance of the BIS/BAS between genders and a higher order structure of the BAS scales. Convergent and discriminant validity of the BIS/BAS were supported by findings that the subscales correlated most strongly with measures of neighboring personality constructs (e.g., BIS with neuroticism, BAS with positive affect) than with measures of current anxiety and depression symptoms. Overall, the results support the psychometric properties of the BIS/BAS in this clinical sample.     

Poignancy: mixed emotional experience in the face of meaningful endings

The experience of mixed emotions increases with age. Socioemotional selectivity theory suggests that mixed emotions are associated with shifting time horizons. Theoretically, perceived constraints on future time increase appreciation for life, which, in turn, elicits positive emotions such as happiness. Yet, the very same temporal constraints heighten awareness that these positive experiences come to an end, thus yielding mixed emotional states. In 2 studies, the authors examined the link between the awareness of anticipated endings and mixed emotional experience. In Study 1, participants repeatedly imagined being in a meaningful location. Participants in the experimental condition imagined being in the meaningful location for the final time. Only participants who imagined "last times" at meaningful locations experienced more mixed emotions. In Study 2, college seniors reported their emotions on graduation day. Mixed emotions were higher when participants were reminded of the ending that they were experiencing. Findings suggest that poignancy is an emotional experience associated with meaningful endings.