Block-based visual programming environments are increasingly used to introduce computing concepts to beginners. Given that programming tasks are open-ended and conceptual, novice students often struggle when learning in these environments. AI-driven programming tutors hold great promise in automatically assisting struggling students, and need…

In educational applications, "Knowledge Tracing" (KT) has been widely studied for decades as it is considered a fundamental task towards adaptive online learning. Among proposed KT methods, Deep Knowledge Tracing (DKT) and its variants are by far the most effective ones due to the high flexibility of the neural network. However, DKT…

This quasi-experimental study seeks to improve the conceptual quality of summary essays by comparing two conditions, essay prompts with or without a list of 13 broad concepts, the concepts were selected across a continuum of the 100 most frequent words in the lesson materials. It is anticipated that only the most central concepts will be used as…

In 2002, five state agencies overseeing technology centers and technical colleges formed a consortium with the Council on Occupational Education, a national accreditor of workforce education institutions. The purpose was to develop common benchmarks and a common report card. Subsequently, the consortium received a 3-year grant in 2001 from the…

The primary purpose of the study was to identify successful electronic and manufacturing engineering programs at two-year colleges that Northeast Community College (a pseudonym) programs can be benched marked against. The project examined two-year college programs for increased enrollment and the number of graduates for the academic years 2000 to…

As the advertising industry has undergone many changes recently, advertising faculty may be wondering whether the set of courses they have been offering provides adequate preparation for the marketplace. A study examined two different approaches to curriculum review and explored their usefulness in two case studies. The first approach, Zero-Based…

Measures of institutional quality for 98 research universities were measured by the technique of spatial configuration to determine similarities and differences among the institutions. The use of research measures that directly address the concept of institutional quality or prestige was also examined (composite institutional scores derived from…

To determine where given Virginia institutions of higher education stand in the aggregate regarding administrators' salaries among similar institutions, salary information provided by chief academic officers of eight senior public-supported institutions in Virginia for their administrative faculty was compared with data from other United States…

A statistical technique is presented for developing performance standards based on benchmark groups. The benchmark groups are selected using a multivariate technique that relies on a squared Euclidean distance method. For each observation unit (a school district in the example), a unique comparison group is selected. (SLD)

One problem with the outcome-based measures used in higher education is that they measure quantity but not quality. Benchmarking, or the use of some external standard of quality to measure tasks, processes, and outputs, is partially solving that difficulty. Benchmarking allows for the establishment of a systematic process to indicate if outputs…

To generalize test results beyond the particular test administration, an examinee's ability estimate must be independent of the particular items attempted, and the item difficulty calibrations must be independent of the particular sample of people attempting the items. This stability is a key concept of the Rasch model, a latent trait model of…

This paper describes the processes involved in selecting peer institutions for appropriate benchmarking using national databases (NCES-IPEDS). Benchmarking involves the identification of peer institutions and/or best practices in specific operational areas for the purpose of developing standards. The benchmarking process was borne in the early…

This paper describes the third phase of a multi-year study that has been assessing professional knowledge and perceptions of beginning teacher education students. This phase of the study reports on responses to a questionnaire designed to compare student knowledge across cohorts and institutions. The data reported here are from a total of 291…

This paper explores the concept of benchmarking in institutional research, a comparative analysis methodology designed to help colleges and universities increase their educational quality and delivery systems. The primary purpose of benchmarking is to compare an institution to its competitors in order to improve the product (in this case…

This study explores data envelopment analysis (DEA) as a tool for assessing and benchmarking the performance of public research universities. Using of national databases such as those conducted by the National Science Foundation and the National Center for Education Statistics, DEA analysis was conducted of the research and instructional outcomes…