Five methods for testing the hypothesis of independence between two sets of variates were compared through simulation. Results indicate that two new methods, based on robust measures reflecting the linear association between two random variables, provide reasonably accurate control over Type I errors. Drawbacks to rank-based methods are discussed.…

Defines structural equation modeling as comprehensive, flexible approach to research design and data analysis. Provides conceptual overview of clinical research hypotheses that invite evaluation as structural equation models. Particular attention is devoted to hypotheses that are not adequately evaluated using traditional statistical models.…

Two studies tested whether first and second graders can differentiate between the concepts of hypothesis and evidence. Results indicate that young elementary school children distinguish between the two concepts. Most children demonstrated understanding of the goal of testing a hypothesis as opposed to the goal of producing a positive effect. (GLR)

How to measure growth in knowledge and ability over time in curriculum research is explored. Two broad classes of probabilistic models are considered, the Rasch model and latent class models with their associated generalizations. Potential of both classes for measuring categorical change is discussed. (SLD)

Reviews null hypothesis statistical significance testing (NHST) in its historical context and concludes that workable alternatives to NHST are available. Among suggested alternatives, effect magnitude measures, replication techniques, and meta-analytic techniques are discussed. (SLD)

Attempts to clarify the positions of T. Nix and J. Barnette on statistical significance testing, advocates the routine use of effect size, and encourages reporting results in simple terms. (SLD)

Discusses commonalities in the papers of this special issue, addresses concerns about errors of omission expressed by T. Knapp, and provides some recommendations for the use of statistical significance testing with requirements for estimates of effect sizes. (SLD)

Presents sample research designs for the investigation of questions concerning resilience. Describes hypotheses from specific research designs in the form of odds ratios. (Author)

Misuses of null hypothesis significance testing are reviewed and alternative approaches are suggested for carrying out and reporting statistical tests that might be useful to program evaluators. Several themes, including the importance of respecting the magnitude of Type II errors and describing effect sizes in units stakeholders can understand,…

Makes the case that science is best served when researchers focus on the size of effects and their practical significance. Advocates the use of confidence intervals for deciding whether chance or sampling variability is an unlikely explanation for an observed effect. Calls for more emphasis on effect sizes in the next edition of the American…

Presents a model of creative and critical thinking in which analogical reasoning is used to link planes of thought and generate ideas that are then tested by employing an "if/and/then" pattern of reasoning. Presents data suggesting that such thinking skills develop first in familiar and observable contexts before they can be used in less familiar…

Evaluates three commercial computer-based language translation programs' translation of a university social sciences telephone survey from English to Spanish. The three programs, "Spanish Scholar,""Spanish Assistant," and "Spanish Amigo," were rated as unacceptable in their quality of translations by native and near-native Spanish speakers. (nine…

This study examined the dynamics of cognitive abilities and academic achievement from childhood to early adulthood. Predictions about time-dependent "coupling" relations between cognition and achievement based on R. B. Cattell's (1971, 1987) investment hypothesis were evaluated using linear dynamic models applied to longitudinal data (N=672).…

This study tested the hypothesis that previously reported associations between personality traits and vocational interests can be accounted for by associations between lower order personality traits and interests. Personality traits were explored using the Revised NEO Personality Inventory (P. T. Costa & R. R. McCrae, I992b), which measures the…

The authors examined students' understanding of hypotheses as beliefs that can be empirically verified. Thirty second graders and 30 sixth graders considered cases of disagreement about foods and colors that reflected either alternative hypotheses or different preferences. Their task was to decide whether the validity of each expressed belief…