An evaluation of matrix training to teach college students piano notes and rhythms

Twelve college students learned to tact the names of notes and rhythms and play them when presented with compound stimuli (visuals of notes and rhythms on a musical staff). In Experiment 1, we assessed generalization by presenting novel notes, rhythms, and compound stimuli not previously paired together. In the second experiment, we added a metronome that played at 60 beats per minute in all conditions for 3 out of 6 participants to ensure consistent tempo. Across both experiments, participants passed almost all posttests with the exception of tacting and playing in the presence of sound clips. Our data suggest that matrix training is an effective procedure to teach music skills to college students.     

A Comparison of Inverse-Wishart Prior Specifications for Covariance Matrices in Multilevel Autoregressive Models

Multilevel autoregressive models are especially suited for modeling between-person differences in within-person processes. Fitting these models with Bayesian techniques requires the specification of prior distributions for all parameters. Often it is desirable to specify prior distributions that have negligible effects on the resulting parameter estimates. However, the conjugate prior distribution for covariance matrices—the Inverse-Wishart distribution—tends to be informative when variances are close to zero. This is problematic for multilevel autoregressive models, because autoregressive parameters are usually small for each individual, so that the variance of these parameters will be small. We performed a simulation study to compare the performance of three Inverse-Wishart prior specifications suggested in the literature, when one or more variances for the random effects in the multilevel autoregressive model are small. Our results show that the prior specification that uses plug-in ML estimates of the variances performs best. We advise to always include a sensitivity analysis for the prior specification for covariance matrices of random parameters, especially in autoregressive models, and to include a data-based prior specification in this analysis. We illustrate such an analysis by means of an empirical application on repeated measures data on worrying and positive affect.     

The Symptom as Ally,not Enemy

The practice of the Western medicine often identifies the symptom with the disease itself, but a current of thought and medical practice considers it as the important message of an organic imbalance. In fact, in standard therapies symptoms are usually suppressed, thus interrupting a normal physiological process and risking severe reactions due to the organic imbalance. Dr. Hahnemann, the father of homeopathy, founded his diagnostic and therapeutic model on the interpretation of the symptoms and maintained that symptoms are an expression of altered physiology. The same concept is to be found in Dr. Reckeweg's “reactivity” and homotoxicology; he believed that diseases are the expression of the struggle of the body against toxins. Reckeweg's contribution was particularly important in considering the inflammation process as a biologic process through which the body restores its health. Also PNEI (psycho-neuro-endocrino-immunology) proposes a model where the symptom is interpreted as information and as the result of an imbalance. Several other medical approaches address particular attention to the meaning of symptoms. The Bach Flower Therapy, for instance, is guided exclusively by the negative moods, which can become the cause of functional and organic diseases; balance is restored thanks to superior harmonic energetic vibrations conveyed by the superior energy living in some flowers. This interpretation of the nature of symptoms is becoming a more and more relevant issue among both the specialistic and the general public.     

On initial item selection in cognitive diagnostic computerized adaptive testing

There has recently been much interest in computerized adaptive testing (CAT) for cognitive diagnosis. While there exist various item selection criteria and different asymptotically optimal designs, these are mostly constructed based on the asymptotic theory assuming the test length goes to infinity. In practice, with limited test lengths, the desired asymptotic optimality may not always apply, and there are few studies in the literature concerning the optimal design of finite items. Related questions, such as how many items we need in order to be able to identify the attribute pattern of an examinee and what types of initial items provide the optimal classification results, are still open. This paper aims to answer these questions by providing non‐asymptotic theory of the optimal selection of initial items in cognitive diagnostic CAT. In particular, for the optimal design, we provide necessary and sufficient conditions for the Q ‐matrix structure of the initial items. The theoretical development is suitable for a general family of cognitive diagnostic models. The results not only provide a guideline for the design of optimal item selection procedures, but also may be applied to guide item bank construction.     

Comparison of four short forms of the French adaptation of the Wechsler Adult Intelligence Scale – Fourth Edition (WAIS-IV)

IntroductionThe Wechsler Intelligence Scale for Adults - 4^th Edition (WAIS-IV) is widely used in France and French-speaking countries for clinical assessment and research. This scale has excellent metric qualities; there is ample evidence of the validity and reliability of its scores. However, it takes 60 to 90 min to complete the full test. That can be problematic in research where time is limited and when examining very disturbed patients. In such cases, a short form of the WAIS-IV may be useful. Unfortunately, no short form of the French version of WAIS-IV has yet been validated using the standardization sample.ObjectiveThe aim of the present study was to identify an abbreviated form of WAIS-IV with sufficient validity and reliability to replace, in some cases, the full test.MethodFour short forms were developed taking into account the fidelity and the correlation with the FIQ of the subtests included in each of form. The metric qualities the four short forms were compared using the standardization data of the French WAIS-IV. The standardization was done using the results of a sample of 876 individuals representative of the French population from 16 to 79 years 11 months.ResultsThe analyzes showed that a short form including Information, Matrices, Arithmetic and Code provides a fairly good estimate of the FIQ. The fidelity of the estimated IQ was 0.94 and its correlation with the FIQ was 0.91. However, the average of the absolute differences between the IQ calculated with this short form and the IQ calculated with the full form was 4.24 points, with a standard deviation of 3.15 points. These differences could lead to misidentification of some individuals tested with the short form.ConclusionThe proposed short form provides a sufficient approximation of the FIQ to be used in research where the collective results are more important than those of individuals. This short form, however, does not provide an IQ measure as robust as the full form. It should therefore be used with caution only when using the full form is not possible.     

Evolution of Human Civilization in Form

The essence of human civilization is the organizational forms for production, life, and other social activities. These organizational forms usually change according to historical development and pattern. According to Marx’s theory of three social forms including personal dependence, dependence on things, and free and full development of man, human civilization can be divided into three forms, namely pre-civilization, internally divided civilization, and civilization featuring free and full development of man, of which the second one can be further divided into slavery, serfdom, capitalist civilization, etc. A new form of human advancement created in modern China is a future form of civilization in concept and direction, and a realistic form of civilization in foundation and structure.     

Development of an eight-subtest short form of the WISC-IV and evaluation of its clinical utility in children with traumatic brain injury

This study evaluated the degree to which an 8-subtest short form of the Wechsler Intelligence Scale for Children—Fourth Edition would yield acceptable estimates of the long-form Full-Scale IQ index while clarifying the underlying factor structure in a sample of 100 children and adolescents with traumatic brain injury. The short-form Full-Scale IQ had sufficient (i.e., at least two thirds) nonerror covariance with its full-length counterpart. In addition, a sufficient proportion (i.e., > 80%) of these short-form estimates fell within the 90% confidence interval of the respective full-length scores. Importantly, the elimination of 2 subtests, and in particular the Picture Concepts subtest, resulted in a factor structure where each remaining subtest was fairly specifically associated with its intended scale. It is concluded that this short form can be used clinically in children with traumatic brain injury without sacrificing reliability and with more straightforward interpretability at the level of the factor index scores.     

含有新算符的代数运算规则学习的有效样例设计

为了探索含有新算符的代数运算规则学习的有效样例设计方式,分别采用“转换标记法”和“解释法”设计“指-对数转换”运算和对数运算的样例,考察了初中三年级学生代数运算规则样例学习的迁移效果。结果显示：(1)采用“转换标记法”设计的样例可以明显提高“指-对数转换”规则样例学习的迁移效果;(2)采用“解释法”设计的运算样例,能够明显促进“对数运算规则”的样例学习迁移效果,并与被试的基础知识有关。     

Q矩阵包含错误的诊断测验分类准确性比较

Q矩阵是认知诊断测验的重要组成部分之一,围绕Q矩阵构建的诊断模型对Q矩阵中包含的错误较敏感。贝叶斯网分类模型是基于网络结点之间的关系构建的模型,将朴素贝叶斯网作为诊断模型,与DINA模型进行比较。模拟实验结果表明：Q矩阵中是否包含可达矩阵和错误界定的项目数量对DINA模型影响较大,对贝叶斯网模型影响较小;项目数量对DINA和贝叶斯网模型影响都较大;样本大小对贝叶斯网模型影响较大,对DINA模型影响较小。模拟研究结果显示,当Q矩阵中不包含可达阵、包含5个以上错误项目或样本数较大时,贝叶斯网分类模型优于DINA模型;而当Q矩阵中包含可达阵和5个(以下)错误项目时,DINA模型优于贝叶斯分类模型。     

Blocking by fixed and variable stimuli: Effects of stimulus distribution on blocking

An experiment with rats compared the ability of fixed and variable duration cues to produce blocking. Rats in group B (Blocking) were trained that both fixed- (F) and variable- (V) duration cues would be followed by food delivery. In a subsequent training stage F and V continued to be reinforced, but F was accompanied by X, and V by Y. In the test phase responding to X and Y was examined. Control group O (Overshadowing) received identical treatment, except that F and V were nonreinforced in the first training stage. In group B there was evidence for blocking, but only of X, which had been conditioned in compound with the fixed-duration F; there was no evidence for blocking of Y, which had been conditioned in compound with the variable-duration V. It is suggested that this result may occur because fixed cues reach a higher, more stable asymptote of associative strength than do their variable equivalents.