Use of the bootstrap method in a canonical correlation analysis to evaluate the replicability of a study's results is illustrated. More confidence may be vested in research results that replicate. (SLD)

Reviews the research on sampling for daily newspapers and explores various sampling techniques for weekly newspapers. Contrasts different sample types to assess their utility in representing weekly newspaper content. Uses five content measures and tests three sampling techniques: simple random sampling and two "constructed year" samples,…

Conceptual rationales from five research contexts are presented, which all posit unmeasured variables that interact with observed independent variables to produce a complete model of the dependent variable. Strategies for overcoming related difficulties are outlined, including increased longitudinal assessment, oversampling of levels of…

This article presents a rationale for improving descriptions of samples of persons with learning disabilities in research reports. Guidelines resulting from a working conference of journal editors in the field of learning disabilities are presented. The guidelines aim to allow for study-to-study comparisons and actual replications. (JDD)

Examined psychotherapy studies published in "Journal of Counseling Psychology" (JCP) and "Journal of Consulting and Clinical Psychology" (JCCP) between 1978 and 1992. Found that JCP published mostly process, outcome, and analogue research, whereas JCCP published mostly outcome research. Most process and process-outcome studies across journals were…

A theory of visual information acquisition and visual memory is described that conjoins two models that have been used to describe low-level perceptual and higher level cognitive processes. Six experiments with 21 adult observers generally support the theory, although some weakness is discussed. (SLD)

A new approximation is proposed for testing the equality of "k" independent means in the face of heterogeneity of variance. Monte Carlo simulations show that the new procedure has nearly nominal Type I error rates and Type II error rates that are close to those produced by James's second-order approximation. (SLD)

Some recent methods are presented for analyzing categorical data from complex surveys involving clustering familiar in educational research. Methods that provide first-order corrections to standard multinomial-based chi-square tests by taking into account survey design effects are highlighted. Design-based calculation techniques guarantee that the…

Demonstrated that time sampling is inaccurate for estimating durations or frequencies of behaviors. Also concluded that (1) individual or group differences can change depending on whether time sampling or continuous sampling is used; and (2) error rates are high when bout lengths of behaviors are short or when interval length is long. (BC)

Whether it is possible to develop a classification function that identifies the underlying range restriction from sample information alone was investigated in a simulation. Results indicate that such a function is possible. The procedure was found to be relatively accurate, robust, and powerful. (SLD)

Describes and assesses missing data methods currently used to analyze data from matrix sampling designs implemented by the National Assessment of Educational Progress. Several improved methods are developed, and these models are evaluated using an EM algorithm to obtain maximum likelihood estimates followed by multiple imputation of complete data…

Discusses the effects of sampling scheme selection on the admissibility of log-linear models for multinomial and product multinomial sampling schemes for prospective and retrospective sampling. Notes that in multinomial sampling, marginal frequencies are not fixed, whereas for product multinomial sampling, uni- or multidimensional frequencies are…

Adult community norms were derived from 261 adults who completed the Social Phobia and Anxiety Inventory and 267 adults who completed the Beck Anxiety Inventory, the Fear Questionnaire, and the Penn State Worry Questionnaire. Percentile scores are provided for all measures, and their usefulness in assessing therapy outcomes is discussed. (SLD)

Reports an exploration of the effectiveness of different types and sizes of samples for content analyses of television network news. Compares simple random, monthly stratified, and quarterly/weekly stratified sampling, using annual "populations" of network newscasts. Finds that the most efficient technique was two random days per month. (SR)

Sources of population heterogeneity may or may not be observed. If the sources of heterogeneity are observed (e.g., gender), the sample can be split into groups and the data analyzed with methods for multiple groups. If the sources of population heterogeneity are unobserved, the data can be analyzed with latent class models. Factor mixture models…