Expected performance at the human/computer interface as a function of user proficiency and system power

How do managers expect the proficiency of users and the power of the computers to determine overall performance? Five different models are proposed: (a) a matching model in which optimal performance is achieved when the power of the system is judged to be compatible with the proficiency of the user, (b) an averaging model in which expected performance is the average of the values of user proficiency and system power, (c) a multiplying model in which performance is the product of the values of user proficiency and system power, (d) a human/computer ratio model in which performance is determined by the ratio of system power over total effort, and (e) a computer/human ratio model in which performance is determined by the ratio of user proficiency over total effort. The applicability of these models was assessed by having managers and students of management predict performance in human/computer systems from information about the user's proficiency with computers and the power of the system. Participants rated 16 combinations of user proficiency and system power from a 4 × 4 factorial design. The pattern of ratings indicated that 51 per cent used a multiplying model and 25 percent used an averaging model; whereas, only 6 percent used the matching model and 4 percent used a ratio model. The remaining 14 percent did not follow any model clearly. Implications of these results were discussed for the design of the human/ computer interface, training and selection of users, and the cost-benefit tradeoffs for investment in user training versus equipment acquisition.     

Human observing: maintained by negative informative stimuli only if correlated with improvement in response efficiency.

Two experiments investigated the effect of observing responses that enabled college students to emit more efficient distributions of reinforced responses. In Experiment 1, the gains of response efficiency enabled by observing were minimized through use of identical low-effort response requirements in two alternating variable-interval schedules. These comprised a mixed schedule of reinforcement; they differed in the number of money-backed points per reinforcer. In each of three choices between two stimuli that varied in their correlation with the variable-interval schedules, the results showed that subjects preferred stimuli that were correlated with the larger average amount of reinforcement. This is consistent with a conditioned-reinforcement hypothesis. Negative informative stimuli--that is, stimuli correlated with the smaller of two rewards--did not maintain as much observing as stimuli that were uncorrelated with amount of reward. In Experiment 2, savings in effort made possible by producing S- were varied within subjects by alternately removing and reinstating the response-reinforcement contingency in a mixed variable-interval/extinction schedule of reinforcement. Preference for an uncorrelated stimulus compared to a negative informative stimulus (S-) decreased for each of six subjects, and usually reversed when observing permitted a more efficient temporal distribution of the responses required for reinforcement; in this case, the responses were pulls on a relatively high-effort plunger. When observing the S- could not improve response efficiency, subjects again chose the control stimulus. All of these results were inconsistent with the uncertainty-reduction hypothesis.     

Estimating the imputed social cost of errors of measurement

If a loss function is available specifying the social cost of an error of measurement in the score on a unidimensional test, an asymptotic method, based on item response theory, is developed for optimal test design for a specified target population of examinees. Since in the real world such loss functions are not available, it is more useful to reverse this process; thus a method is developed for finding the loss function for which a given test is an optimally designed test for the target population. An illustrative application is presented for one operational test.This work was supported in part by contract N00014-80-C-0402, project designation NR 150-453 between the Office of Naval Research and Educational Testing Service. Reproduction in whole or in part is permitted for any purpose of the United States Government.     

A note on the asymptotic variance-covariance matrix of item parameter estimates in the rasch model

Lord and Wingersky have developed a method for computing the asymptotic variance-covariance matrix of maximum likelihood estimates for item and person parameters under some restrictions on the estimates which are needed in order to fix the latent scale. The method is tedious, but can be simplified for the Rasch model when one is only interested in the item parameters. This is demonstrated here under a suitable restriction on the item parameter estimates.     

Recognition of color-form compounds by 4-month-old infants

In two studies, a paired-comparison procedure was used to investigate whether 4-month-old infants can perceive and remember correlations of color and form. In Study 1, infants were shown simultaneous presentations of two different colored shapes until two criteria for familiarization had been met. They were then offered a simultaneous choice between a colored form that they had already seen and one that was a new combination of a familiar color and a familiar shape. The infants looked significantly longer at the new combination than at the familiar combination on the test trial. In Study 2, the same procedure was used, except that the familiarization criteria were less stringent and additional analyses of the infants' test trial behavior were conducted. Infants again exhibited a significant preference for the new combination, both when looking time accumulated during the entire test-trial was analyzed and when looking just up to the “first look away” was considered. These findings that 4-months-olds can perceive and remember compounds of visual attributes conflict with the results of several studies in which the habituation and test stimuli were presented sequentially rather than simultaneously. Differences in the nature of the information processing that may be evoked by the two methods are discussed.     

不同类型自恋者对自我相关信息的认知加工偏好

以姓名和形容词为材料,采用自恋人格量表测评被试的自恋水平,通过视觉搜索任务和记忆测试任务考察个体对相关信息的注意和记忆程度,探讨不同类型自恋者对自我相关信息的认知加工偏好。结果显示,高水平自恋者比低水平自恋者有更明显的认知加工偏好;高显性自恋者比低显性自恋者对积极词具有记忆偏好,高隐性自恋者比低隐性自恋者对消极词具有记忆偏好。被试对与自己相关密切的信息具有更高的认知加工偏好,且对自己信息的这一优势更为明显;高显性自恋者比低显性自恋者对自己相关、熟悉人相关的积极信息具有认知加工偏好,高隐性自恋者较低隐性自恋者对自己相关的消极信息具有认知加工偏好。结果表明,不同类型自恋者对自我相关信息具有不同的认知加工偏好,不同类型的自恋对自我相关信息的认知加工过程和结果具有影响。     

Roles of cognitive load and self-relevance during emotional information searching on decision-making

Older adults have been found to favor positive stimuli over negative stimuli; further, developing a negative preference may be a cognitively demanding process. In the present study, we focused on the joint effects task self-relevance and cognitive load have on older adults' emotional information preferences when performing decision-making. To examine this, we used multi-attribute decision tasks and process-tracing procedure to measure their searching process. The study composed of a 2 (age: young/old) × 2 (cognitive load: load/non-load) × 3 (attribute valence: positive/neutral/negative) × 3 (task self-relevance: high/medium/low) mixed design. Sixty-one young adults and 62 older adults viewed 5 (alternatives) × 5 (attributes) decision matrices that contained positive, negative, and neutral information, with the total views and mean time spent viewing each different valence (positive, negative, and neutral information) set as dependent variables. The results indicated that both young and old adults have no emotional information preference in regard to self-relevance. When under no cognitive load, both positive and negative information were viewed more than neutral information; however, under cognitive load, preference for negative information decreased; this effect size was more robust in older adults. There was also a main effect of self-relevance on total views and mean checking time, with attributes concerning higher self-relevance tasks being more likely to attract attention. Older adults exhibited a consistent hedonic focus, even in highly self-relevant contexts; however, this effect disappeared under cognitive load. Overall, the findings suggest that cognitive resources play an important role in emotional information processing during decision processes.     

空间路线学习中的前向测试效应

空间路线信息学习中的前向测试效应及其机制有待检验。研究以虚拟背景下的住宅小区为实验材料, 要求被试学习同一场景4个方向的路线信息(实验1)以及4个不同场景(实验2)的路线信息。结果表明, 在路线1~3的测试中, 同一场景下路线信息相似性高, “隔离”干扰的难度大, 在测试过程中的干扰率高于不同场景的路线信息。在路线4的测试中, 两个实验中测试组的回忆正确率均显著高于重学组, 干扰率则显著低于重学组, 出现了前向测试效应。这些发现表明, 测试可以通过“隔离”来自先前学习信息的前摄干扰来增强后续空间信息的学习。研究结果揭示了空间路线学习中的前向测试效应及其机制, 支持前摄抑制减少理论, 证实了前向测试效应在生活中具有广阔的应用性。     

情境意识的理论模型、测量及其应用

情境意识（situation awareness简称SA）是个体对不断变化的外部环境的内部表征。在复杂、动态变化的信息环境中,它是影响操作者决策和绩效的关键因素。文章着重回顾并分析了情境意识的四种研究取向,主要的测量技术,及其在系统设计和评价、人员选拔和训练方面的应用,最后提出了未来需要深入研究的几个问题。     

语境和动词信息对主题角色指派的影响

以大学生为被试,采用DMDX系统,运用自控速的逐词意义判断法,探讨语境和动词的限定信息在主题角色指派中的作用。结果发现：被试能够根据语境和动词的限定信息对动词后的主项进行预期。当语境中引进的先行词能够成为动词后的合理主项时,被试可以利用语境信息和动词的限定信息,在句法明确的做出角色指派以前,给语境中引进的先行词指派角色。