Applied researchers often find themselves making statistical inferences in settings that would seem to require multiple comparisons adjustments. We challenge the Type I error paradigm that underlies these corrections. Moreover we posit that the problem of multiple comparisons can disappear entirely when viewed from a hierarchical Bayesian…

Many states now possess the data and statistical methods that can produce teacher value-added scores and link them to preparation programs. It is important to understand the limitations of these measures and the inferences that they do and do not support. These limitations fall into three categories. First, value-added measures (VAM) provide…

We propose a new method of structural equation modeling (SEM) for longitudinal and time series data, named Dynamic GSCA (Generalized Structured Component Analysis). The proposed method extends the original GSCA by incorporating a multivariate autoregressive model to account for the dynamic nature of data taken over time. Dynamic GSCA also…

In this study, data envelopment analysis (DEA) is used to compute efficiency scores for a sample of Italian schools by employing OECD-PISA2006 data aggregated at school level. Efficiency has been defined as the ability to transform inputs (resources, student background, etc.) into outputs (student achievement). Different versions of the DEA models…

Background: A comprehensive review of the design principles and methodological approaches that have been used to make inferences from the research on disasters in children is needed. Objective: To identify the methodological approaches used to study children's reactions to three recent major disasters--the September 11, 2001, attacks; the…

Researchers have proposed that an explicit reasoning system is responsible for learning rule-based category structures and that a separate implicit, procedural-learning system is responsible for learning information-integration category structures. As evidence for this multiple-system hypothesis, researchers report a dissociation based on…

Osborne and Waters (2002) focused on checking some of the assumptions of multiple linear regression. In a critique of that paper, Williams, Grajales, and Kurkiewicz correctly clarify that regression models estimated using ordinary least squares require the assumption of normally distributed errors, but not the assumption of normally distributed…

Recent results of international assessment programs (e.g., PISA) have shown a large difference in high school students' performance between northern and southern Italy. On this basis, it has been argued that the discrepancy reflects differences in average intelligence of the inhabitants of regions and is associated with genetic factors ( and ).…

Research on teachers' judgments of student performance has demonstrated that educational assessments may be biased or may more correctly take the achievements of students into account depending on teachers' motivations while making the judgment. Building on research on social judgment formation the present investigation examined whether the…

The study investigates how Taiwanese pre-service teachers make meaning after reading positive or negative news coverage of educational events and how they construct meaning impact their pedagogical beliefs. An experiment with a two-group pre-test-post-test design, consisting of a positive and negative news group, is conducted. Multimedia news…

Children's epistemic vigilance was examined for their reasoning about the intentions and outcomes of informants' past testimony. In a 2 x 2 factorial design, 5- and 6-year-olds witnessed informants offering advice based on the intent to help or deceive others about the location of hidden prizes, with the advice leading to positive or negative…

Understanding relies on the reader's ability to "read between the lines" and connect textual evidence with their own experience, knowledge and beliefs. The Common Core State Standards highlight the importance of using text-based evidence to develop arguments and support interpretations, including analysis and appreciation of author's craft. In…

This study examined teachers' questions and children's responses during a play-based activity implemented in small groups within preschool classrooms. The first aim of this study was to describe teachers' questions in terms of four levels of abstraction (i.e., a continuum of literal to inferential questions) and children's responses to these…

This dissertation is a collection of three papers that employ empirical within study comparisons (WSCs) to identify conditions that support causal inference in observational studies. WSC studies empirically estimate the extent to which a given observational study reproduces the result of a randomized clinical trial (RCT) when both share the same…

The goal of language comprehension for humans is not just to decode the semantic content of sentences, but rather to grasp what speakers intend to communicate. To infer speaker meaning, listeners must at minimum assess whether and how the literal meaning of an utterance addresses a question under discussion in the conversation. In cases of…