Sensitivity to initial values in full non‐parametric maximum‐likelihood estimation of the two‐parameter logistic model

Parameters of the two‐parameter logistic model are generally estimated via the expectation–maximization (EM) algorithm by the maximum‐likelihood (ML) method. In so doing, it is beneficial to estimate the common prior distribution of the latent ability from data. Full non‐parametric ML (FNPML) estimation allows estimation of the latent distribution with maximum flexibility, as the distribution is modelled non‐parametrically on a number of (freely moving) support points. It is generally assumed that EM estimation of the two‐parameter logistic model is not influenced by initial values, but studies on this topic are unavailable. Therefore, the present study investigates the sensitivity to initial values in FNPML estimation. In contrast to the common assumption, initial values are found to have notable influence: for a standard convergence criterion, item discrimination and difficulty parameter estimates as well as item characteristic curve (ICC) recovery were influenced by initial values. For more stringent criteria, item parameter estimates were mainly influenced by the initial latent distribution, whilst ICC recovery was unaffected. The reason for this might be a flat surface of the log‐likelihood function, which would necessitate setting a sufficiently tight convergence criterion for accurate recovery of item parameters.     

The Magnitude and Extent of Cheating and Response Distortion Effects on Unproctored Internet‐Based Tests of Cognitive Ability and Personality

The use of unproctored internet‐based testing (UIT) for employee selection is quite widespread. Although this mode of testing has advantages over onsite testing, researchers and practitioners continue to be concerned about potential malfeasance (e.g., cheating and response distortion) under high‐stakes conditions. Therefore, the primary objective of the present study was to investigate the magnitude and extent of high‐ and low‐stakes retest effects on the scores of a UIT speeded cognitive ability test and two UIT personality measures. These data permitted inferences about the magnitude and extent of malfeasant responding. The study objectives were accomplished by implementing two within‐subjects design studies ( Study 1 N=296; Study 2 N=318) in which test takers first completed the tests as job applicants (high‐stakes) or incumbents (low‐stakes) then as research participants (low‐stakes). For the speeded cognitive ability measure, the pattern of test score differences was more consonant with a psychometric practice effect than a malfeasance explanation. This result is likely due to the speeded nature of the test. And for the UIT personality measures, the pattern of higher high‐stakes scores compared with lower low‐stakes scores is similar to those reported for proctored tests in the extant literature. Thus, our results indicate that the use of a UIT administration does not uniquely threaten personality measures in terms of elevated scores under high‐stakes testing that are higher than those observed for proctored tests in the extant literature.     

Proceedings of the American Psychological Association for the legislative year 2007: minutes of the annual meeting of the Council of Representatives and minutes of the meetings of the Board of Directors

Provides the minutes of the Annual Meeting of the Council of Representatives February 16-18, 2007, Washington, DC, and August 9 and 13, 2007, San Francisco, CA, and minutes of the February, June, August, and December 2007 meetings of the Board of Directors. These minutes are the official record of the actions of the American Psychological Association taken during the year by both the Board of Directors (the Board) and the Council of Representatives (Council). The main topical headings are I. Minutes of Meetings; II. Elections, Awards, Membership, and Human Resources; III. Ethics; IV. Board of Directors; V. Divisions and State, Provincial, and Territorial Psychological Associations; VI. Organization of the APA; VII. Publications and Communications; VIII. Convention Affairs; IX. Educational Affairs; X. Professional Affairs; XI. Scientific Affairs; XII. Public Interest; XIII. Ethnic Minority Affairs; XIV. International Affairs; XV. Central Office; and XVI. Financial Affairs.     

The importance of distinguishing between constructs and methods when comparing predictors in personnel selection research and practice

The authors highlight the importance and discuss the criticality of distinguishing between constructs and methods when comparing predictors. They note that comparisons of constructs and methods in comparative evaluations of predictors result in outcomes that are theoretically to conceptually uninterpretable and thus potentially misleading. The theoretical and practical implications of the distinction between predictor constructs and predictor methods are discussed, with three important streams of personnel psychology research being used to frame this discussion. Researchers, editors, reviewers, educators, and consumers of research are urged to carefully consider the extent to which the construct-method distinction is made and maintained in their own research and that of others, especially when predictors are being compared. It is hoped that this discussion will reorient researchers and practitioners toward a more construct-oriented approach that is aligned with a scientific emphasis in personnel selection research and practice.     

From Vygotsky to Vygotskian psychology: introduction to the history of the Kharkov School

Around the end of the 1920s, Vygotsky introduced his integrative framework for psycho-logical research to the Soviet Union. This framework was not abandoned and forgotten until its rediscovery in Russia and America in the 1950s, as some claim. In fact, even after his untimely death in 1934, Vygotsky remained the spiritual leader of a group of his for-mer students and collaborators, who became known as the Kharkov School. This paper reconstructs the early intellectual history of Vygotskian psychology, as it emerged, around the time of Vygotsky's death, in the research program of the Kharkov School.     

Sacred cinema: exploring Christian sensibilities within popular Hollywood films

Numerous Christian sensibilities have permeated the popular cinema, but they are frequently undetected, unappreciated or unwanted by those fearful of the cinema’s potentially corrupting effect. Yet, a postmodern religious education requires the embracement of this communication media, not its rejection, employing discernment not denial. A first step in this corrective process is to raise the profession’s consciousness about the possibilities of sacred cinema, which is the primary purpose of this paper. Consequently, using textually based, humanist film criticism as the analytical lens, the critical film and religion literature was reviewed, the popular Hollywood cinema scanned and the following areas explicated herein, namely: (a) holy plotlines, (b) divine symbolism, and (c) sacred subtexts—the Christ‐figure. All three categories were supplied with copious inter‐genre exemplars to demonstrate their diversity and richness. It was concluded that the sacred cinema is a legitimate pop culture phenomenon and a living genre that has immense pedagogic utility for religious education aimed squarely at the proverbial children‐of‐the‐media. As such, it should be proactively employed as a postmodern act of applied cinema that simultaneously values the audiovisual, education and enjoyment. Further research into this emerging and exciting interdisciplinary field was recommended.     

The ‘crisis’ in social psychology,an empirical approach

The preponderance of empirical research in social psychology has ofren been a central issue in the ‘crisis literature’. However, no extensive empirical study has ever been undertaken vis a vis the ‘crisis’ in social psychology. In two studies, factors effecting the perceptions of social psychologists of their discipline were investigated. Although in the first study, among Dutch social psychologists, four hypotheses were tested and confirmed, a large part of the total variance in the perception of the ‘crisis’ remained unexplained. In the second study, both a worldwide sample of active social psychological researchers as well as a sample of authors of the ‘crisis literature’ were surveyed. The stances of both groups differed considerably. Although a majority of the active researchers did not agree that a crisis is at hand in social psychology, a large minority did. The active researchers agreed with many of the criticisms of social psychological research and theorizing. Attitudes on nine central issues, including the functioning of the editor/reviewer publishing system, predicted a large percentage of the total variance in the subjects' attitude toward the existence of a ‘crisis’ in their discipline.     

Latent class models for nonmonotone dichotomous items

Starting from perfectly discriminating nonmonotone dichotomous items, a class of probabilistic models with or without response errors and with or without intrinsically unscalable respondents is described. All these models can be understood as simply restricted latent class analysis. Thus, the estimation and identifiability of the parameters (class sizes and item latent probabilities) as well as the chi-squared goodness-of-fit tests (Pearson and likelihood-ratio) are free of the problems. The applicability of the proposed variants of latent class models is demonstrated on real attitudinal data.This research was supported by the Kulturamt der Stadt Wien, Magistratsabteilung 7.The author wishes to thank the editor, Ivo W. Molenaar, as well as Clifford C. Clogg and the anonymous reviewers for their valuable comments on the earlier drafts of this paper.