The E-Z reader model of eye-movement control in reading: comparisons to other models

The E-Z Reader model (Reichle et al. 1998; 1999) provides a theoretical framework for understanding how word identification, visual processing, attention, and oculomotor control jointly determine when and where the eyes move during reading. In this article, we first review what is known about eye movements during reading. Then we provide an updated version of the model (E-Z Reader 7) and describe how it accounts for basic findings about eye movement control in reading. We then review several alternative models of eye movement control in reading, discussing both their core assumptions and their theoretical scope. On the basis of this discussion, we conclude that E-Z Reader provides the most comprehensive account of eye movement control during reading. Finally, we provide a brief overview of what is known about the neural systems that support the various components of reading, and suggest how the cognitive constructs of our model might map onto this neural architecture.     

Distributive justice and rural healthcare: a case for e-health

People living in rural areas make up 20 percent of the U.S. population, but only 9 percent of physicians practice there. This uneven distribution is significant because rural areas have higher percentages of people in poverty, elderly people, people lacking health insurance coverage, and people with chronic diseases. As a way of ameliorating these disparities, e-health initiatives are being implemented. But the rural e-health movement raises its own set of distributive justice concerns about the digital divide. Moreover, even if the digital divide is overcome, e-health services may be of an inferior quality compared to face-to-face medical encounters. In this paper, I argue that before we can fully understand the distributive justice implications of e-health, we must first understand what distributive justice means. I argue that five elements--fairness, quality, accessibility, availability, and efficiency--constitute a general conception of justice and that all of these elements must be considered when evaluating e-health for rural health profession shortage areas. In doing so, it may be necessary to make important tradeoffs among these elements. I then examine the development of e-health programs in light of Rawls's principle of equal opportunity and Daniel's notion of species-typical functioning. I conclude that in the context of e-health, Rawls's principle should be expanded to include geography as a prima facie morally relevant criterion for allocating healthcare benefits. I also conclude that Daniel's notion of species-typical functioning provides grounds for thinking of health and some healthcare services as special goods.     

An eye-movement-contingent probe paradigm

A new eye-movement-contingent probe task is presented in which readers’ eye movements are monitored as they read sentences and respond to a probe word; the timing of the display of the probe word is dependent on fixation of a target word. The present study examined semantic priming effects. The target word was either related (doctor) or unrelated (lawyer) to the probe word (nurse), and the probe appeared 120, 250, 500, or 750msec after the reader first fixated on the target word. When the probe word appeared (in the location of the target word), the rest of the sentence disappeared until the participant named the probe word. Then the sentence reappeared, and the participant continued reading the sentence. Naming times to the probe word were recorded, as was sentence reading time and the eye movement behavior relative to the onset of the probe word. Priming effects were observed, since probe reaction time to related probes was faster than that to unrelated probes. Ways in which this paradigm can be used to study various issues in language processing are discussed.     

Broverman's methodology reversed: assessing university students' perceptions of the gender-role characteristics of counselors

This study examined university students' perceptions of which gender-role characteristics described helpful counselors for 137 nonmajors from an introduction to counseling class. Using a modification of the Broverman, et al. method (1970) and a modified version of their Stereotype Questionnaire, participants were randomly assigned to one of three conditions. Participants indicated the characteristics of a helpful counselor, a helpful female counselor, or a helpful male counselor using 20 bipolar items of gender-role characteristics. t tests were applied to whether agreement of the pole considered most frequently was greater than chance (50%). Analysis indicated agreement on characteristics were most helpful in a counselor, and the direction of this agreement did not differ across the three conditions or as a function of participants' sex. Agreement was high for the individual gender-role characteristic items across conditions as two of 20 items showed significant differences. There was significantly more agreement that male counselors should not have their feelings easily hurt than female counselors and significantly less agreement that male counselors should be able to express tender feelings easily relative to a counselor of unspecified sex.     

Exact distributions of intraclass correlation and Cronbach's alpha with Gaussian data and general covariance

Intraclass correlation and Cronbach's alpha are widely used to describe reliability of tests and measurements. Even with Gaussian data, exact distributions are known only for compound symmetric covariance (equal variances and equal correlations). Recently, large sample Gaussian approximations were derived for the distribution functions. New exact results allow calculating the exact distribution function and other properties of intraclass correlation and Cronbach's alpha, for Gaussian data with any covariance pattern, not just compound symmetry. Probabilities are computed in terms of the distribution function of a weighted sum of independent chi-square random variables. NewF approximations for the distribution functions of intraclass correlation and Cronbach's alpha are much simpler and faster to compute than the exact forms. Assuming the covariance matrix is known, the approximations typically provide sufficient accuracy, even with as few as ten observations. Either the exact or approximate distributions may be used to create confidence intervals around an estimate of reliability. Monte Carlo simulations led to a number of conclusions. Correctly assuming that the covariance matrix is compound symmetric leads to accurate confidence intervals, as was expected from previously known results. However, assuming and estimating a general covariance matrix produces somewhat optimistically narrow confidence intervals with 10 observations. Increasing sample size to 100 gives essentially unbiased coverage. Incorrectly assuming compound symmetry leads to pessimistically large confidence intervals, with pessimism increasing with sample size. In contrast, incorrectly assuming general covariance introduces only a modest optimistic bias in small samples. Hence the new methods seem preferable for creating confidence intervals, except when compound symmetry definitely holds. An earlier version of this paper was submitted in partial fulfillment of the requirements for the M.S. in Biostatistics, and also summarized in a presentation at the meetings of the Eastern North American Region of the International Biometric Society in March, 2001. Kistner's work was supported in part by NIEHS training grant ES07018-24 and NCI program project grant P01 CA47 982-04. She gratefully acknowledges the inspiration of A. Calandra's “Scoring formulas and probability considerations” (Psychometrika, 6, 1–9). Muller's work supported in part by NCI program project grant P01 CA47 982-04.     

Nine Months of Multicomponent Behavioral Treatment for ADHD and Effectiveness of MTA Fading Procedures

We examined 9-month data from the 14-month NIMH Multimodal Treatment Study of Children with ADHD (the MTA) as a further check on the relative effect of medication (MedMgt) and behavioral treatment (Beh) for attention-deficit/hyperactivity disorder (ADHD) while Beh was still being delivered at greater intensity than at 14-month endpoint, and conversely as a check on the efficacy of the MTA behavioral generalization/maintenance procedures. Intention-to-treat analysis at 9 months showed essentially the same results as at 14 months, after Beh had been completely faded; MedMgt and the combination (Comb) of medication and Beh were significantly superior to Beh and community care (CC) for ADHD and oppositional-defiant (ODD) symptoms, with mixed results for social skills and internalizing symptoms. All treatment-group differences examined as changes in slopes from 9 to 14 months were nonsignificant (we found general improvement for all groups). Slopes from baseline to 9 months correlated highly (r > .74, p < .0001) with slopes from baseline to 14 months for all groups. The time function from baseline to 14 months showed a significant linear, but not quadratic, trend for the main outcome measure (a composite of parent- and teacher-rated ADHD and ODD symptoms) for all groups. Findings suggest that in contrast to the hypothesized deterioration in the relative benefit of Beh between 9 and 14 months (after completion of fading), the MTA Beh generalization and maintenance procedures implemented through 9 months apparently yielded continuing improvement through 14 months, with preservation of the relative position of Beh compared to other treatment strategies.     

Semantic alignment across whole-number arithmetic and rational numbers: evidence from a Russian perspective

ABSTRACT

Solutions to word problems are moderated by the semantic alignment of real-world relations with mathematical operations. Categorical relations between entities (tulips, roses) are aligned with addition, whereas certain functional relations between entities (tulips, vases) are aligned with division. Similarly, discreteness vs. continuity of quantities (marbles, water) is aligned with different formats for rational numbers (fractions and decimals, respectively). These alignments have been found both in textbooks and in the performance of college students in the USA and in South Korea. The current study examined evidence for alignments in Russia. Textbook analyses revealed semantic alignments for arithmetic word problems, but not for rational numbers. Nonetheless, Russian college students showed semantic alignments both for arithmetic operations and for rational numbers. Since Russian students exhibit semantic alignments for rational numbers in the absence of exposure to examples in school, such alignments likely reflect intuitive understanding of mathematical representations of real-world situations.