With the adoption of Learning Management Systems (LMSs) in educational institutions, a lot of data has become available describing students' online behavior. Many researchers have used these data to predict student performance. This has led to a rather diverse set of findings, possibly related to the diversity in courses and predictor variables…

Researchers use many different metrics for evaluation of performance of student models. The aim of this paper is to provide an overview of commonly used metrics, to discuss properties, advantages, and disadvantages of different metrics, to summarize current practice in educational data mining, and to provide guidance for evaluation of student…

This paper reports on progress to date with a project underway in New Zealand involving the extraction of data from multiple government agencies that is then combined into one comprehensive longitudinal integrated dataset and made available to trial participants in a way never previously thought possible. The dataset includes school leaver…

THE AIM OF THIS STUDY WAS TO DEVELOP, DEMONSTRATE, AND EVALUATE THE FEASIBILITY OF A PARTICULAR MODEL FOR A STUDENT ACCOUNTING SYSTEM AT THE UNIVERSITY OF TEXAS, INCORPORATING PREVIOUSLY COLLECTED INFORMATION PLUS ADDITIONAL QUESTIONNAIRE DATA FROM STUDENTS. A CENTRAL DATA BANK WAS ESTABLISHED TO INCLUDE (1) THE ACADEMIC RECORD OF THE STUDENT…

In this institute, the participants were trained to use peripheral computer related equipment. They were taught Fortran programming skills so they might write and redimension statistical formulary programs, and they were trained to assemble data so they might access computers via both card and punched-tape input. The objectives of the Institute…

Activities to date are summarized for the California Education Information System (CEIS), a data processing service which provides county and regional offices with a series of automated applications capable of meeting the majority of standard pupil and business information processing requirements. The following components are included: an outline…

This paper describes and evaluates a computerized system, MATCH, which is being used in South Carolina to match or link student records from year to year. The functioning of MATCH and its specific features are described, and its use in matching student test scores is detailed. The problem of mismatched records and the use of visual editing to…

An integrated student information system (ISIS) at Trinity University (Texas) is described with attention to how data are entered and how data are extracted for purposes of institutional research. The structure of the original ISIS files, the extract files, and the Statistical Package for the Social Sciences (SPSS) files is examined. An outline is…

A COMPREHENSIVE PUPIL PERSONNEL AND CURRICULAR DATA PROCESSING SYSTEM WAS DEVELOPED AND DEMONSTRATED FOR USE OF CALIFORNIA HIGH SCHOOLS. THIS SYSTEM WAS DESIGNED TO SERVE GROUPS OF SCHOOL DISTRICTS THROUGH REGIONAL, DATA PROCESSING CENTERS. THE OVERALL SYSTEMS PLAN, THE NECESSARY PROGRAMING ACTIVITIES, AND A TECHNIQUE FOR MASTER CODING WERE…

"Notes & Reflections" offers practical information--ideas, strategies, tools, and resources--about topics of special interest to professional developers who are working to improve school performance. Today, professional development services to schools are provided by variety of people: teacher leaders; principals; and district, regional, and state…

The Kendall Demonstration Elementary School (KDES), a national demonstration school for the deaf in the District of Columbia and part of the Gallaudet College system, continuously updates its curriculum. In 1981, a needs assessment confirmed the need for computers in three areas: (1) administrative functions such as attendance, scheduling, and…

Procedures are described that were used to collect and process postsecondary school transcripts for a subsample of members of the younger (i.e. 1980 sophomore) cohort of the High School and Beyond study who attended postsecondary institutions at any time after leaving high school. Five chapters are as follows: (1) introduction (the National Center…

This document contains a design for creating an educational data bank of pupil personnel information. The specific information that should be collected and maintained in such an updatable data bank is described in detail. The document provides instructions on interpretation of this data for (1) predicting approximate percentages of students who…

The data processing activities to support a multimedia course in leadership (see the final reports which summarize the course development project, EM 010 418, EM 010 419, and EM 010 484) are overviewed in this document. A first section describes the type of flexible systems approach used in conjunction with a comprehensive data base and data…