Computational and statistical methods for analyzing event-related potential data

Some computational and statistical techniques that can be used in the analysis of event-related potential (ERP) data are demonstrated. The techniques are fairly elementary but go one step further than do simple area measurement or peak picking, which are most often used in ERP analysis. Both amplitude and latency measurement techniques are considered. Principal components analysis (PCA) and methods for electromyographic onset determination are presented in detail, and Woody filtering is discussed briefly. The techniques are introduced in a nontechnical, tutorial review style. One and the same existing data set is presented, to which the techniques are applied, and practical guidelines for their use are given. The methods are demonstrated against a background of theoretical notions that are related to the definition of ERP components.     

SYSTEMS THEORY AND RESEARCH IN THE STUDY OF ORGANIZATIONAL COMMUNICATION: THE CORRESPONDENCE PROBLEM

The principle of correspondence specifies that a necessary condition for the acquistion of valid scientific knowledge is that correctly applied analytic techniques be inherently capable of revealing the theoretical properties under examination. The problem raised in the present paper is whether traditional analytic techniques are capable of providing evidence for or against systems hypotheses, no matter how well they are employed. Traditional univariate as well as multivariate and structural equation analytic techniques are examined to determine the extent to which they are capable of revealing two selected properties: feedback and holism. The general problem of correspondence is discussed and recommendations are offered for correspondence analysis for (1) other conceptualizations of systems, (2) other systems properties, and (3) other analytical techniques.     

The Effects of Cognitive Development on the Use of Cognitive Behavioral Techniques with Children

The present paper hypothesizes that, for children, cognitive behavior therapy techniques cannot be applied without first determining the cognitive developmental level of information processing that is being used by the client. Demand requirements of various cognitive behavioral techniques are compared with information processing limitations described by developmental theorists to hypothesize a continuum of cognitive behavioral interventions for children.     

Multiple Deescalating Requests,Statistical Information,and Compliance: A Field Experiment1

Although prior research on influence has identified numerous techniques for increasing donation rates (see e. g., Cialdini, 1988), the problem of increasing donation sizes has been neglected. We conducted a field experiment in a telemarketing fundraising context to examine the effectiveness of three influence techniques for increasing the size of donations. The results indicate that the multiple-deescalating-requests technique was effective for increasing donation sizes. However, statistical information-based techniques were ineffective. Theoretical and applied implications of the results are discussed.     

菜单界面设计的认知工效学研究方法

菜单研究是人 -计算机交互研究的重要内容之一。本文以研究方法的发展过程为主线 ,回顾了菜单界面认知工效学研究的历程 ,分别讨论了传统实验方法、系统仿真方法和眼动追踪方法在菜单界面设计研究中的应用     

Control of social desirability in personality inventories: Principal-factor deletion

Rational and statistical techniques for controlling social desirability (SD) in scales derived from self-report inventories are reviewed. The principal-factor deletion technique is explained in detail. It is applied during factor analysis when derived content scales are expected to be tainted with SD. If one principal factor is found to represent social desirability, the implicated factor is dropped and the communalities adjusted before the remaining factors are rotated to a desired simple structure criterion. Subscales derived from resulting factors are free of SD bias. Principal-factor deletion is compared with other approaches including rational techniques, covariate procedures, and target rotation.     

EEG波形伪迹去除方法

EEG波形记录与ERP分析技术是认知科学和脑科学研究的新兴手段 ,但在实际研究和临床应用中 ,伪迹一直是困扰研究效度的重要因素。本文主要介绍了近年来兴起的回归方法、伪迹减法、主成分分析 (PCA)、独立成分分析 (ICA)、JADE分析等脑电伪迹去除技术。相对于传统方法 ,这些技术存在精度高、速度快、实用性强的优点 ,但它们都各自针对不同问题情境 ,均建立在特定假设基础上 ,所以应根据具体的研究目的和实验条件进行合理选择。通用性、实时性和稳定性将是伪迹去除技术的发展方向     

CAN AN UNDERSTANDING OF BASIC RESEARCH FACILITATE THE EFFECTIVENESS OF PRACTITIONERS? REFLECTIONS AND PERSONAL PERSPECTIVES

I have written before about the importance of applied behavior analysis to basic researchers. That relationship is, however, reciprocal; it is also critical for practitioners to understand and even to participate in basic research. Although applied problems are rarely the same as those investigated in the laboratory, practitioners who understand their basic research background are often able to place their particular problem in a more general context and thereby deal with it successfully. Also the procedures of applied behavior analysis are often the same as those that characterize basic research; the scientist-practitioner will appreciate the relation between what he or she is doing and what basic experimenters do, and as a consequence, will be able to apply therapeutic techniques more creatively and effectively.     

August Dvorak (1894-1975): Early expressions of applied behavior analysis and precision teaching

August Dvorak is best known for his development of the Dvorak keyboard. However, Dvorak also adapted and applied many behavioral and scientific management techniques to the field of education. Taken collectively, these techniques are representative of many of the procedures currently used in applied behavior analysis, in general, and especially in precision teaching. The failure to consider Dvorak's instructional methods may explain some of the discrepant findings in studies which compare the efficiency of the Dvorak to the standard keyboard. This article presents a brief background on the development of the standard (QWERTY) and Dvorak keyboards, describes parallels between Dvorak's teaching procedures and those used in precision teaching, reviews some of the comparative research on the Dvorak keyboard, and suggests some implications for further research in applying the principles of behavior analysis.     

Clinical application of conditioning and other behavioral techniques: Conceptual and professional considerations

It is only recently that conditioning and allied techniques have been applied on any large scale outside the laboratory. With the emergence of these procedures into the clinical world, in particular, a new class of problems present themselves. It is no longer sufficient to focus upon narrowly technical or theoretical problems; philosophies, social and practical issues must be taken into consideration and the new techniques evaluated conceptually and practically in direct comparison with their psychodynamic alternatives. Selected issues are presented and discussed.     

Technical variation in a sample of high level judo players

Technical actions performed by two groups of judokas who won medals at World Championships and Olympic Games during the period 1995-2001 were analyzed. In the Super Elite group (n = 17) were the best athletes in each weight category. The Elite group (n = 16) were medal winners who were not champions and did not win more than three medals. Super Elite judokas used a greater number of throwing techniques which resulted in scores, even when expressed relative to the total number of matches performed, and these techniques were applied in more directions than those of Elite judokas. Further, the number of different throwing techniques and the variability of directions in which techniques were applied were significantly correlated with number of wins and the number of points and ippon scored. Thus, a greater number of throwing techniques and use of directions for attack seem to be important in increasing unpredictability during judo matches.     

Using MEL to present Chinese characters at brief display times

Most studies that present Chinese characters at brief display intervals (10–100 msec) use tachistoscopic presentation. The present paper describes a way of using software packages NJSTAR (for generating Chinese characters) and MEL (for programming an experiment) to achieve computer CRT presentation. Techniques for (1) enlarging and smoothing characters, and (2) presenting characters at brief display times are featured. The techniques can be applied to brief CRT presentation of any graphics. A replication study is presented to demonstrate that the techniques produce reliable data.     

Empowering Ethnically and Racially Diverse Clients Through Prejudice Reduction: Suggestions and Strategies for Counselors

This article focuses on the persistent problems of prejudice in multicultural societies. Various theories of prejudice and other psychological, social, and political factors that contribute to prejudice are discussed. The salient feature of this article is the demonstration of several counseling theories and techniques as applied to case vignettes dealing with prejudice and racism.     

Dual scaling for the analysis of categorical data

Dual scaling is a set of related techniques for the analysis of a wide assortment of categorical data types including contingency tables and multiple-choice, rank order, and paired comparison data. When applied to a contingency table, dual scaling also goes by the name "correspondence analysis," and when applied to multiple-choice data in which there are more than 2 items, "optimal scaling" and "multiple correspondence analysis. " Our aim of this article was to explain in nontechnical terms what dual scaling offers to an analysis of contingency table and multiple-choice data.     

A comparison of positive and negative (aversive) conditioning in the treatment of homosexuality

A variety of techniques based upon learning theory were applied in the treatment of a male homosexual patient. The experimental results point to the overwhelming importance of aversive techniques for the treatment of this condition when compared with non-aversive techniques. The discussion draws attention to the inappropriateness of the medical concepts of cure and relapse in behavioural manipulations involved in behaviour therapy.     

Optimal natural dualities for varieties of Heyting algebras

The techniques of natural duality theory are applied to certain finitely generated varieties of Heyting algebras to obtain optimal dualities for these varieties, and thereby to address algebraic questions about them. In particular, a complete characterisation is given of the endodualisable finite subdirectly irreducible Heyting algebras. The procedures involved rely heavily on Priestley duality for Heyting algebras.     

Is Originality in the Eye of the Beholder? Comparison of Scoring Techniques in the Assessment of Divergent Thinking

Divergent thinking (DT) tests are among the most popular techniques for measuring creativity. However, the validity evidence for DT tests, as applied in educational settings, is inconsistent partly due to different scoring methods. This study explored the reliability and validity issues of various techniques for administering and scoring two DT tests. Results show distinct differences among several methods for scoring these DT tests and suggest that the percentage scoring method (i.e., dividing originality scores by fluency scores) may be the most appropriate scoring strategy. The potential impact on educational research and practice is discussed in detail.     

Semi-wild chimpanzees open hard-shelled fruits differently across communities

Researchers investigating the evolutionary roots of human culture have turned to comparing behaviours across nonhuman primate communities, with tool-based foraging in particular receiving much attention. This study examined whether natural extractive foraging behaviours other than tool selection differed across nonhuman primate colonies that had the same foods available. Specifically, the behaviours applied to open the hard-shelled fruits of Strychnos spp. were examined in three socially separate, semi-wild colonies of chimpanzees (Pan troglodytes) that lived under shared ecological conditions at Chimfunshi Wildlife Orphanage, and were comparable in their genetic makeup. The chimpanzees (N = 56) consistently applied six techniques to open these fruits. GLMM results revealed differences in the number of combined technique types to open fruits across the colonies. They also showed colony differences in the application of three specific techniques. Two techniques (full biting and fruit cracking) were entirely absent in some colonies. This study provides empirical evidence that natural hard-shelled fruit-opening behaviours are distinct across chimpanzee colonies, differences that most likely have not resulted from ecological and genetic reasons.     

Applied behavior analysis: New directions from the laboratory

Applied behavior analysis began when laboratory based principles were extended to humans inorder to change socially significant behavior. Recent laboratory findings may have applied relevance; however, the majority of basic researchers have not clearly communicated the practical implications of their work. The present paper samples some of the new findings and attempts to demonstrate their applied importance. Schedule-induced behavior which occurs as a by-product of contingencies of reinforcement is discussed. Possible difficulties in treatment and management of induced behaviors are considered. Next, the correlation-based law of effect and the implications of relative reinforcement are explored in terms of applied examples. Relative rate of reinforcement is then extended to the literature dealing with concurrent operants. Concurrent operant models may describe human behavior of applied importance, and several techniques for modification of problem behavior are suggested. As a final concern, the paper discusses several new paradigms. While the practical importance of these models is not clear at the moment, it may be that new practical advantages will soon arise. Thus, it is argued that basic research continues to be of theoretical and practical importance to applied behavior analysis.