The main goal of this research is to design, implement, and evaluate a novel explanation method, the hierarchical explanation method (HEM), for explaining Bayesian network (BN) inference when the network is modeling a population of conditionally independent agents, each of which is modeled as a subnetwork. For example, consider disease-outbreak…

Kane's paper "Validating the Interpretations and Uses of Test Scores" is the most complete and clearest discussion yet available of the argument-based approach to validation. At its most basic level, validation as formulated by Kane is fundamentally a simply-stated two-step enterprise: (1) specify the claims inherent in a particular interpretation…

This study aligns to the field of Lexical Semantics that employ Error Analysis (EA) approach. It is a descriptive study that employed sex-disaggregated data to analyze the formal and semantic lexical errors, as well as the sexist-oriented lexical errors of sixty (60) First Year students of Pangasinan State University-Lingayen Campus, enrolled in…

Aim/Purpose: Research shows that students encounter difficulties in identifying the structure of argumentation texts and in understanding the main message of the argument. The research examined the effect that learning Logic Programming (LP), while applying logic inference, has on students' understanding of argumentation texts. Background:…

The purpose of this study was to investigate the impact of inference making, decoding, memory, and vocabulary on reading comprehension among 7th- through 12th-grade struggling readers with varying levels of inattention and hyperactivity. We categorized a group of 414 struggling readers into 3 groups based on results from factor mixture modeling:…

Lexical inferencing has not led to substantial vocabulary gains. In previous studies, the learners were not obliged by design to notice the unfamiliar words and static approaches to assessment were adopted. In this quasi-experimental study, we adopted dynamic assessment (DA) approach and took measures to ensure noticing of the new words. Through…

As educational practitioners and policymakers expand the range of student outcomes they assess, student perception surveys--particularly those targeting social-emotional learning--have grown in popularity. Despite excitement around the potential for measuring a wider array of important student outcomes, concerns about the validity of the…

Research on the age of learning effect on second language learners' foreign accents utilizes human judgments to determine speech production outcomes. Inferences drawn from analyses of these ratings are then used to inform theories. The present study focuses on rater differences in the age of learning effect research. Three groups of raters who…

Cultural consensus theory (CCT) is a data aggregation technique with many applications in the social and behavioral sciences. We describe the intuition and theory behind a set of CCT models for continuous type data using maximum likelihood inference methodology. We describe how bias parameters can be incorporated into these models. We introduce…

Two experiments investigated 3- to 5-year-olds' inductive generalizations about social categories. In Experiment 1, participants were shown pictures of children contrasting in appearance and either gender or classmate status, and were asked to generalize either biological properties or behaviors. Contrary to expectations, performance did not…

One of the most frequent problems in reading comprehension is the difficulty in making inferences from the text, especially for students with mild disabilities (i.e., children with learning disabilities or with high-functioning autism). It is essential, therefore, that educators include the teaching of reading strategies to improve their students'…

Background: Research has shown substantial belief change as a result of reading text and the pervasive influence of prior belief in the evaluation of short arguments. Both outcomes have been attributed to the depth to which the text or the argument has been processed. This study brings together critical thinking and text comprehension research by…

The aim of this study is to investigate middle school students' views of scientific inquiry. A total of 489 middle school students (238 from the United States, and 251 from Turkey) participated in the study. The Views of Scientific Inquiry-Elementary (VOSI-E) was used to assess participants' scientific inquiry views. The instrument covered four…

A large body of work has been devoted to reducing assessment biases that distort inferences about students' science understanding, particularly in multiple-choice instruments (MCI). Constructed-response instruments (CRI), however, have invited much less scrutiny, perhaps because of their reputation for avoiding many of the documented biases of…

We examine the factor structure of scores from the CLASS-S protocol obtained from observations of middle school classroom teaching. Factor analysis has been used to support both interpretations of scores from classroom observation protocols, like CLASS-S, and the theories about teaching that underlie them. However, classroom observations contain…