Commonly used machine learning applications seem to relate to big data. This article provides a gentle review of machine learning and shows why machine learning can be applied to small data too. An example of applying machine learning to screen irregularity reports is presented. In the example, the support vector machine and multinomial naïve…

This response aims to critically evaluate the methodology and aims of the meta-analytic review written by Maggin and Johnson (2014). The present authors systematically provide responses for each of the original criticisms and highlight concerns regarding Maggin and Johnson's methodology, while objectively describing the current state of evidence…

In critiquing our paper on "The literacy performance of ex-Reading Recovery students between two and four years following participation in the program: Is this intervention effective for students with early reading difficulties?", Schwartz argues that we have engaged in pursuing political and ideological agendas as part of our ongoing…

In this article, the authors responded to nine commentaries by 17 contributors to their article, "Issues in Differential Response." The authors found that a majority of the respondents agreed with the major conclusions of "Issues in Differential Response." However, there were varying degrees of disagreement regarding the…

On behalf of the states that participated in the 2009-10 State Collaborative on Assessment and Student Standards (SCASS) on Technical Skills Assessment, this paper addresses two significant issues facing the nation: ensuring that more students are both college and career ready and addressing the need for better and more quality data to evaluate…

Traditional methods for preparing systematic reviews and syntheses of effectiveness studies rely on a limited set of methodological criteria to include studies that measure and report effects too narrowly to forward the mission of evidence-based practice. This article discusses why and how the criteria for study selection, evidence screening, and…

Examines problem areas of training needs analysis (TNA), first by presenting a model of the TNA process, then by listing sources of data available for TNA (based on an analysis of the literature), and finally by proposing a method of choosing appropriate data-gathering techniques for TNA. (CT)

This is a report of a hearing on December 10, 1981, before the Subcommittee on Elementary, Secondary, and Vocational Education of the Committee on Education and Labor, House of Representatives, regarding reauthorization of the Vocational Education Act of 1963. It focuses on the vocational education data system known as VEDS. Testimony includes…

Presents a theoretical discussion of evaluation research and the need for gathering data to support the decision-making process concerned with training program performance. Guidelines for conducting evaluation research are discussed, the participants involved with successful implementation are described, and data gathering methods are explained.…

An overview is presented on action research and practical inquiry, with attention to the initial phase of starting this approach, gathering data, analyzing the results, sharing findings, and judging the quality of action research and practical inquiry. Gifted education practitioners are encouraged to share action research findings. (SW)

The paper presents a model to assist administrators of special education programs for multiply handicapped children in making budgetary decisions and in evaluating therapy programs. The model's use requires that the efficiency and effectiveness of the various therapeutic services be measured and that the service needs of the multiply handicapped…

Presents simple methods for calculating the costs and benefits of training, consulting, and other human resource development interventions in a variety of settings. (JOW)

Identifies problems with recidivism as an evaluation measure in correctional education. Addresses recidivism as a moral issue. Describes procedures to improve the effectiveness of recidivism studies. (JOW)

The applicability of conventional measurement techniques in the assessment and evaluation of a middle school educational program has been disputed. The objectives of this program include assisting students in the development of several areas. Among these are independence, healthy self concepts, viable ethical and value systems, socially…

Analyzes data from a juvenile diversion program which seem to indicate that as program services increased, the likelihood of participant recidivism increased. Maintains that the unexpected findings resulted from flaws in data recording within the program and suggests that program designs should incorporate evaluation strategies in order to ensure…