Towards better computational models of the balance scale task: a reply to Shultz and Takane

In contrast to Shultz and Takane [Shultz, T.R., & Takane, Y. (2007). Rule following and rule use in the balance-scale task. Cognition, in press, doi:10.1016/j.cognition.2006.12.004.] we do not accept that the traditional Rule Assessment Method (RAM) of scoring responses on the balance scale task has advantages over latent class analysis (LCA): RAM is similar to a very restricted form of LCA. The apparent shortcomings of LCA are also less severe than they suggest. Via new simulations we show that LCA detects small classes reliably. We also counter their concerns regarding the torque difference effect and we underline the problems connectionist models have with correctly responding to balance items. Despite these differences in opinion we agree with Shultz and Takane on the possible avenues for future research.     

A connectionist model of a continuous developmental transition in the balance scale task

A connectionist model of the balance scale task is presented which exhibits developmental transitions between ‘Rule I’ and ‘Rule II’ behavior [Siegler, R. S. (1976). Three aspects of cognitive development. Cognitive Psychology,8, 481–520.] as well as the ‘catastrophe flags’ seen in data from Jansen and van der Maas [Jansen, B. R. J., & van der Maas, H. L. J. (2001). Evidence for the phase transition from Rule I to Rule II on the balance scale task. Developmental Review, 21, 450–494]. The model extends a connectionist model of this task [McClelland, J. L. (1989). Parallel distributed processing: Implications for cognition and development. In R. G. M. Morris (Ed.), Parallel distributed processing: Implications for psychology and neurobiology (pp. 8–45). Oxford: Clarendon Press] by introducing intrinsic variability into processing and by allowing the network to adapt during testing in response to its own outputs. The simulations direct attention to several aspects of the experimental data indicating that children generally show gradual change in sensitivity to the distance dimension on the balance scale. While a few children show larger changes than are characteristic of the model, its ability to account for nearly all of the data using continuous processes is consistent with the view that the transition from Rule I to Rule II behavior is typically continuous rather than discrete in nature.     

纵向再探学前儿童心理理论发展模式

本文作者前不久完成的一项横断设计研究中, 以自编的心理理论量表测查比较了中美两国3~5岁儿童的有关发展。量表包括五项任务: (1) 不同的愿望; (2) 知与不知; (3) 不同的信念; (4) 内容错误信念和 (5) 伪装的情绪。研究发现两种不同文化群体儿童对上述任务的理解均表现出稳定一致的发展次序, 两者的次序大致相同但具有重要差别: 我国儿童的理解次序如从易到难排列如上所列, 这一次序与美国儿童的差别在于我国儿童先理解“知与不知”, 然后是“不同的信念”, 而美国儿童则恰好相反。这一研究结果对了解不同文化儿童心理理论的发展次序是十分有意义的, 但问题是经由横断设计的量表研究所确立的发展次序能否准确地描述个体儿童的纵向进展呢? 为此本研究使用了相同的测量工具对参加过横断研究的北京3岁儿童(时间1)在他们4岁(时间2)和5岁(时间3)时进行了焦点追踪研究。研究结果表明, 随着测查时间的 延伸, 个体儿童的作业成绩不仅逐步提高, 而且这种提高符合量表任务的发展次序。通过应用格特曼(Guttman)和雷氏(Rasch)测量模型对这一结果的分析, 再一次证实我国个体儿童的有关发展次序与欧美文化儿童的发展次序大致相同并且有重要的差别。本研究的结果不仅能为横断研究中个别差异的研究提供有用的工具, 而且深化了人们对心理理论发展机制的认识, 即把心理理论的发展看作是在一定的文化环境影响下不断扩展和深化的概念建构过程。但对这一推论仍有待进一步证实。     

斯坦福-比奈智力量表第四版的特色研究

本研究旨在探讨斯坦福-比奈智力量表第四版的特色,以期把握世界上最优秀的个别智力测验的发展趋向。通过对斯坦福-比奈智力量表第四版的翻译、修改工作,依据144名被试的测试数据,量表的理论结构,并对分测验的特点作了详尽的分析。研究中共获得了五点关于编制和使用个别智力测验的启示。     

近乎完美量表修订版（APS-R）的中文修订

对近乎完美量表修订版（APS-R）进行中文修订,并考察其信度和效度。1174名大学生参加正式测试,321名学生7周后参加了复测。结果显示,量表的内部一致性信度、分半信度和重测信度比较理想;探索性因素分析和验证性因素分析均支持APS-R的高标准、差异和秩序的理论建构;高标准分量表与自尊、自我效能感、正性情绪呈正相关,差异分量表与抑郁、特质焦虑、状态焦虑和负性情绪呈正相关。APS-R中文修订版具有较高的信效度,可以作为国内完美主义研究、心理咨询和治疗工作的一个有效工具。     

Rule transition on the balance scale task: a case study in belief change

For various domains in proportional reasoning cognitive development is characterized as a progression through a series of increasingly complex rules. A multiplicative relationship between two task features, such as weight and distance information of blocks placed at both sides of the fulcrum of a balance scale, appears difficult to discover. During development, children change their beliefs about the balance scale several times: from a focus on the weight dimension (Rule I) to occasionally considering the distance dimension (Rule II), guessing (Rule III), and applying multiplication (Rule IV; Siegler, 1981). Because of the detailed empirical findings the balance scale task has become a benchmark task for computational models of proportional reasoning. In this article, we present a large empirical study (N = 420) of which the findings provide a challenge for computational models. The effect of feedback and the effect of individually adapted training items on rule transition were tested for children using Rule I or Rule II. Presenting adapted training items initiates belief revision for Rule I but not for Rule II. The experience of making mistakes (by providing feedback) induces a change for both Rule I and Rule II. However, a delayed posttest shows that these changes are preserved after 2 weeks only for children using Rule I. We conclude that the transition from Rule I to Rule II differs from the transition from Rule II to a more complex rule. Concerning these empirical findings, we will review performance of computational models and the implications for a future belief revision model.

It is one Thing, to show a Man that he is in an Error, and another, to put him in possession of Truth. John Locke

     

位置提示下视觉注意范围的调控机制

研究视觉空间注意中不同注意范围引起脑内加工时程的动态变化。使用固定位置的、三种不同直径的线圈作为注意范围的位置性提示,祛除空间定位因素的影响,记录反应时和事件相关电位（ERP）数据。结果显示：在同等注意范围时,随着刺激位置远离视野中心,反应时延长,靶刺激诱发的P1、N1不受刺激位置的影响,而其前部N2的波幅明显受到刺激位置的影响;在靶刺激位置相同时,随着注意范围的扩大,反应时缩短,靶刺激诱发的P1、N1不受提示范围大小的影响,而其前部P2的波幅明显受到注意范围的影响。结果说明：①视觉注意范围信息加工与靶刺激诱发的P2成分相关;②视觉注意诱发的P1、N1成分,主要与注意方位相关,而与注意范围大小无关;③注意范围变化引起注意集中度的调节是在一定范围内进行的。     

Researchers discover what they already knew about validity: The case of the family-of-Origin Scale

This article is concerned with two recnet studies of the Family-of-Origin Scale (FOS), Gavin and Wamboldt (1992) and Ryan, Kawash, Fine, and Powel (1994). The external validity analyses conducted for the FOS in these studies assumed the scale to be a unidemsional measure. The present discussion centers on methodological decisions and interpretive strategies that may have prevented a more complete understanding of the scale's dimensional structure and theoretical meaning. It is concluded that a unidimensional view of the FOS is an oversimplification that is inconsistent with the available data. A case is made for a more comprehensive and technically adequate evaluation of the FOS. Specific suggestions are offered.     

上海地区青少年道德判断能力测验的编制及常模制定

上海地区青少年道德判断能力测验量表共有四个道德行为故事,分别反映自由与自律、公与私、义与利、平等与公正四对道德冲突中的一对矛盾。常模样本系随机选取上海市区、郊区四所完全中学,每校从初一至高三年级各一个班共1324名学生。常模形式包括总分常模、P分常模和道德判断能力水平等级划分三种。其信度和效度均令人满意。本量表适用于12－17岁青少年学生。     

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.