Images: Preliminary scale construction

Abstract

In a series of papers, Bagarozzi and Giddings outlined a theoretical model of mate selection and marital interaction based upon principles of cognitive matching (Bagarozzi, 1982, 1986; Bagarozzi&Giddings, 1983, 1984). Briefly, this theory postulates that individuals seek out, develop intimate relationships with, and eventually marry persons whom they perceive to: (a) possess specific personality traits, qualities and characteristics; (b) share similar values, beliefs, and ideas concerning husband/wife roles; and (c) subscribe to a similar set of rules and assumptions governing interpersonal power, distributive justice, and the exchange of value messages between intimates. Essentially, one marries a person whom he/she perceives to fit an internal cognitive model or schema of an “ideal spouse.” The term “ideal” does not denote perfection. It merely represents an enduring image that becomes a standard against which all prospective mates are judged and evaluated. This cognitive matching takes place at both conscious and unconscious levels of awareness.     

小学生羞怯特质预测及语言风格模型构建

收集在线教学平台上1306名小学生的作文、日记及评论, 采用自然语言处理技术进行文本分析, 并应用机器学习模型实现对羞怯特质的自动预测, 构建小学生羞怯行为、认知和情绪的语言风格模型。研究发现：(1)扩充的心理词典适合分析小学生文本; (2)分别存在羞怯行为、认知和情绪问题的学生其日常用语既有共性也有特性, 且与普通学生存在差异; (3)羞怯各维度在不同分类器上达到较好的预测效果, 其中随机森林模型的整体表现相对最好。     

Acquiescence and response skewness in scale construction: a paradox

Kirton's version of the Wilson C Scale is primarily a version wherein items of the C Scale that attract very skewed responses have been eliminated. Contrary to what seems obvious, it is shown that the Kirton scale shows more, rather than less, influence from acquiescent response bias. Although such influence was not a serious problem with this particular scale, the finding does give grounds for believing that some skewed items may make a valuable contribution to an additive (‘Likert’) scale.     

Toleration,Religion and Accommodation

Issues of religious toleration might be thought dead and advocacy of religious toleration a pointless exercise in preaching to the converted, at least in most contemporary European societies. This paper challenges that view. It does so principally by focusing on issues of religious accommodation as these arise in contemporary multi‐faith societies. Drawing on the cases of exemption, Article 9 of the ECHR, and law governing indirect religious discrimination, it argues that issues and instances of accommodation are issues and instances of toleration. Special attention is given to issues that arise when the claims of religious belief conflict with those of other legally protected characteristics, especially sexual orientation. The paper uses a concept of toleration appropriate to a liberal democratic political order—one that replaces the ‘vertical’ ruler‐to‐subject model of toleration that suited early modern monarchies with a ‘horizontal’ citizen‐to‐citizen model appropriate to a political order that aims to uphold an ideal of toleration rather than itself extend toleration to those whose lives it regulates.     

Coping through emotional approach: scale construction and validation

Four studies demonstrate the psychometric adequacy and validity of scales designed to assess coping through emotional approach. In separate undergraduate samples, exploratory and confirmatory factor analyses of dispositional (Study 1) and situational (Study 3) coping item sets yielded 2 distinct emotional approach coping factors: emotional processing (i.e., active attempts to acknowledge and understand emotions) and emotional expression. The 2 scales yielded high internal consistency and test-retest reliability, as well as convergent and discriminant validity. A study (Study 2) of young adults and their parents established the scales' interjudge reliabilities. Longitudinal (Study 3) and experimental (Study 4) research supported the predictive validity of the emotional approach coping scales with regard to adjustment to stressful encounters. Findings highlight the utility of functionalist theories of emotion as applied to coping theory.     

Multifactor measurement of bodily feelings: Conceptual development,scale construction,and empirical validation

A series of studies is described demonstrating a coherent exploratory and confirmatory factor-analytic approach to the scaling of self-reported bodily feelings. This approach attempts to optimize the orthogonality, parsimony, and meaningfulness of a multifactor inventory. Psychometric properties of the resulting 35-item Bodily Feeling Scale (BFS) are presented and its comparability with other inventories is discussed. A validity study using item-content-based scales of the Minnesota Multiphasic Personality Inventory showed both concurrent and discriminative validity of the BFS. Implications for clinical and research utility are discussed.Portions of this research were conducted while the first author was supported by a University Graduate Fellowship awarded by the Graduate School of Arts and Sciences at Vanderbilt University.Professor Nunnally passed away in August 1982. His major contributions to the several stages of this research program are recognized through coauthorship.     

Cooperative selection of movements: The optimal selection model

How one selects a movement when faced with alternative ways of doing a task is a central problem in human motor control. Moving the fingertip a short distance can be achieved with any of an infinite number of combinations of knuckle, wrist, elbow, shoulder, and hip movements. The question therefore arises: how is a unique combination chosen? In our model, choice is achieved by consideration of the similarity between the task requirements and the optimal biomechanical performance of each limb segment. Two variants of the model account for the movements that are selected when subjects freely oscillate the fingertip and when they tap against an obstacle. An important feature of both is that the impulse of collision with an obstacle (as in drumming with the hand or tapping with the finger) is assumed to be controlled in part by aiming for a point beyond the surface being struck. Thus, a force-related control variable may be represented and controlled spatially.     

Incremental validity of the frame-of-reference effect in personality scale scores: a replication and extension

Context-specific personality items provide respondents with a common frame of reference unlike more traditional, noncontextual personality items. The common frame of reference standardizes item interpretation and has been shown to reduce measurement error while increasing validity in comparison to noncontextual items (M. J. Schmit, A. M. Ryan. S. L. Stierwalt. & S. L. Powell, 1995). Although the frame-of-reference effect on personality scales scores has been well investigated (e.g., M. J. Schmit et al., 1995), the ability of this innovation to obtain incremental validity above and beyond the well-established, noncontextual personality scale scores has yet to be examined. The current study replicates and extends work by M. J. Schmit et al. (1995) to determine the incremental validity of the frame-of-reference effect. The results indicate that context-specific personality items do indeed obtain incremental validity above and beyond both noncontextual items and cognitive ability, and in spite of socially desirable responding induced by applicant instructions. The implications of these findings for personnel selection are discussed.     

Contesting orientations: Measure construction and the prediction of sportspersonship

ObjectiveThis three-study investigation was undertaken to develop, validate, and test the Contesting Orientations Scale (COS), a new measure designed to assess individuals' tendencies to use contest-is-partnership and contest-is-war conceptual metaphors (i.e., contesting orientations) when competing (Shields & Bredemeier, 2009, 2011a).DesignThe research design was correlational. Following preliminary item creation and expert review, survey based studies were conducted to develop theoretically-based, psychometrically sound scales measuring contesting orientations.MethodIn Study 1, an exploratory factor analysis (EFA) was performed on a preliminary 39-item COS administered to a sample of high school athletes (N = 233). Study 2 used EFA to evaluate a revised 23- item COS with a second sample of high school athletes (N = 92) resulting in a final reduction of the measure to twelve items. Confirmatory factor analysis (CFA) was then conducted on this 12-item COS, which proved an excellent fit to the data. A new sample of college athletes (N = 238) allowed Study 3 to (a) further examine the factorial validity of the COS, including gender invariance testing, (b) assess the concurrent validity of the COS via its correlations with goal orientations, empathy, moral identity, and moral disengagement; and, (c) assess the COS's incremental predictive utility for investigations of sportspersonship.Results and conclusionResults from the sequence of studies demonstrate that the 12-item, two-scale COS has good psychometric properties as assessed through EFA and CFA, good concurrent validity, and adds significantly to existing measures in the prediction of sportspersonship.     

Measuring knowledge of the insanity defense: scale construction and validation

Given the influence of social conformity and prejudice, defendants pleading not guilty by reason of insanity face the significant challenges of securing fair and impartial juries. Attitudes and knowledge of the insanity defense are factors that may influence levels of impartiality. In the light of this, we set out to develop a scale to examine knowledge levels of the insanity defense and their influence on decision-making. Two studies were conducted to construct a scale designed to assess laypersons' knowledge of the insanity defense. Items measuring knowledge of the insanity defense were based on Perlin's (1995) insanity defense myths. The first study identified particular items in need of revision and subscales that required the development of additional items in order to improve reliability and construct validity in the second study. The second study used the revised scale, demonstrating improved validity and reliability. The scale also had acceptable predictive validity with reference to insanity defense verdicts.     

Avoidance and depression: the construction of the cognitive-behavioral avoidance scale

Previous research has demonstrated a relationship between avoidance and depression, although the nature of this relationship has been confused by inconsistent definitions of avoidance. Following a review of the construct of avoidance and an examination of past research, a new multidimensional measure of avoidance was developed and validated using an undergraduate student sample (245 females and 146 males). Four reliable factors reflecting combinations of cognitive/behavioral and social/nonsocial dimensions of avoidance were obtained from the factor analysis of the new scale, entitled the "Cognitive-Behavioral Avoidance Scale" (CBAS). The scale showed the predicted relationships with convergent and divergent measures used for construct validation. As predicted, subscales of the CBAS, as well as the overall scale score, were significantly related to the depression and anxiety criterion measures. The findings from this study suggest that avoidance may be an important construct in the psychosocial conceptualization of depression. In addition, this integrated measure of avoidance has potential utility for depression researchers. Suggestions for further scale development and research are provided.     

Divided stimulus control: a replication and a quantitative model

Four pigeons were trained on a conditional discrimination. The conditional stimuli were compounds of pairs of stimuli from two different dimensions, fast versus slow cycles of red or green stimuli, and short- versus long-duration presentations of these cycles. Across conditions, the probability of reinforcers for correctly responding to each dimension was varied from 0 to 1. Discriminability, measured by log d, for stimuli on a dimension increased as the relative frequency of reinforcers for that dimension increased, replicating the results of Shahan and Podlesnik (2006). Two further conditions showed that discriminability between stimuli on each dimension was unaffected by whether the stimuli on the other dimension varied or were constant. Finally, maximal discriminability was unchanged in a redundant-relevant cues condition in which either of the stimuli comprising a compound signaled the same correct response. Davison and Nevin's (1999) model provided an excellent quantitative account of the effect of relative reinforcer frequency on discriminability, and thus of the way in which divided stimulus control is itself controlled by relative reinforcement.     

Simplified formulas for item selection and construction

The formula for the Pearson correlation coefficient of a dichotomous variable with a multiple-categoried variable is simplified for computational purposes by effecting in the multiple-categoried variable two types of arbitrary distributions: (1) rectangular and (2) proportional to binomial expansion coefficients. The formulas which result are convenient for the selection of test items and are applicable to the objective estimation of the comparative merits of the alternatives in multiple-choice test items. It is shown that the authoritative answer should have a high positive criterion coefficient, while the omissions and several wrong-answer alternatives should each have low (algebraic) negative criterion coefficients.     

Tacit knowledge in academia: a proposed model and measurement scale

The authors propose a multidimensional model of tacit knowledge and develop a measure of tacit knowledge in academia. They discuss the theory and extant literature on tacit knowledge and propose a 6-factor model. Experiment 1 is a replication of a recent study of academic tacit knowledge using the scale developed and administered at an Israeli university (A. Somech & R. Bogler, 1999). The results of the replication differed from those found in the original study. For Experiment 2, the authors developed a domain-specific measure of academic tacit knowledge, the Academic Tacit Knowledge Scale (ATKS), and used this measure to explore the multidimensionality of tacit knowledge proposed in the model. The results of an exploratory factor analysis (n=142) followed by a confirmatory factor analysis (n=286) are reported. The sample for both experiments was 428 undergraduate students enrolled at a large public university in the eastern United States. Results indicated that a 5-factor model of academic tacit knowledge provided a strong fit for the data.