With the aim to provide teachers with more specific, frequent, and actionable feedback about their teaching, we explore how Large Language Models (LLMs) can be used to estimate "Instructional Support" domain scores of the CLassroom Assessment Scoring System (CLASS), a widely used observation protocol. We design a machine learning…

Special educators are required to collect data on student progress and use it as formative data to inform instructional decisions. Being told to collect student data without being shown how to effectively and efficiently collect it, may cause teachers to become overwhelmed. This article provides three easy-to-use templates to facilitate quick data…

The first half of this paper concentrates on the need for the institution of evaluation methods which stress the systematic use of both quantitative techniques and qualitative, direct observation methods. In this way, a more comprehensive picture of the events under consideration may be presented, and changes in student learning and behavior may…

This article describes the tension between standards-based assessment on a macro level and authentic assessment on a micro level. Content standards arguably supply systematic criteria for quantitative measures to report trends and establish policy. Qualitative measures, such as rubrics, student profiles, and observational records, fill in the gaps…

Classroom observation is one of the premiere data collection methods available to those interested in teaching behavior. Observational techniques can be classified on a continuum ranging from low inference to high inference depending on the level of judgment required by the observer making the observation. Central to the issue of any form of…

A comprehensive plan for the evaluation of new curriculums and instructional procedures stresses the observation of activities in which pupils are engaged while the instructional program is in operation. Through the Individually Prescribed Instruction Project conducted at the University of Pittsburgh, it was found that all observable pupil…

The Student Behavior Analysis System is a simple, reliable instrument for evaluating student behaviors and providing feedback to teachers on the efficiency and quality of their instructional strategies. (MB)

Developed to provide an alternative system for identifying emotional disturbance in students, the manual begins by briefly reviewing problems in current identification approaches. An emotionally disturbed person is defined in the paper as someone who exhibits either too much or too little of a socially significant behavior. An approach is then…

Ethical issues relating to naturalistic evaluation are addressed, focusing on the role of the evaluator, problems of privacy and data gathering techniques, and issues relating to the use/abuse of findings. Benefits and costs of the naturalistic approach to program evaluation are also identified. (EGS)

This article describes a computer-based system, the "Direct Observation Data System" (DODS), which allows for unobtrusive collection of direct observational data in the classroom and natural settings. At present, DODS consists of event-recording and duration-recording programs which can be remotely accessed. The device has implications for…

This paper addresses issues surrounding attempts to describe instructional practices and learning opportunities. It draws from the data and experiences of researchers associated with the Reform Up Close (RUC) Study conducted by the Consortium for Policy Research in Education (CPRE) for the National Science Foundation. The paper focuses on the…

Collecting time-on-task data is necessary in order to research methods for increasing student time-on-task and to provide feedback to teachers on what teaching behaviors produce high levels of on-task behaviors in students. A student and a teacher behavior data collection instrument developed for research in the area of academic learning time is…

Describes the ethnographic component of a multidisciplinary evaluation, conducted by the RMC Research Corporation, of the Career Intern Program for dropouts. Includes discussion of participant observations, interviewing techniques, triangulation, unobtrusive measures, data recording, and equipment. (Part of a theme issue entitled…

This article explains how educators can use the ecological congruence assessment process for identifying functional goals for young children with disabilities. Process steps include: teacher collects information about functioning in usual classroom activities, routines, and transitions; summarizes the collected information; and shares the…

Five major steps are involved in evaluating school reading programs: clarifying evaluators' role, data collection, data analysis, data reporting, and followup. This article explains these steps and presents a checklist for guiding the measurement of motivation, clarification, application, and satisfaction components. (MLH)