Effective educational measurement relies heavily on the curation of well-designed item pools. However, item calibration is time consuming and costly, requiring a sufficient number of respondents to estimate the psychometric properties of items. In this study, we explore the potential of six different large language models (LLMs; GPT-3.5, GPT-4,…

Purpose: Based on the general formula, which depends on the length and difficulty of the test, the number of respondents and the number of ability levels, this study aims to provide a closed formula for the adaptive tests with medium difficulty (probability of solution is p = 1/2) to determine the accuracy of the parameters for each item and in…

There is a broad literature in multiple-choice test development, both in terms of item-writing guidelines, and psychometric functionality as a measurement tool. However, most of the published literature concerns multiple-choice testing in the context of expert-designed high-stakes standardized assessments, with little attention being paid to the…

Making inferences and reasoning with new scientific information is critical for successful performance in biology coursework. Thus, identifying students who are weak in these skills could allow the early provision of additional support and course placement recommendations to help students develop their reasoning abilities, leading to better…

In this article, we examine how American Indian students in Montana performed on standardized state science assessments when a small number of test items based upon traditional science knowledge from a cultural curriculum, "Indian Education for All", were included. Montana is the first state in the US to mandate the use of a culturally…

We present the Electricity and Magnetism Conceptual Assessment (EMCA), a new assessment aligned with second-semester introductory physics courses. Topics covered include electrostatics, electric fields, circuits, magnetism, and induction. We have two motives for writing a new assessment. First, we find other assessments such as the Brief…

Chinese higher education is experiencing rapid development and growth. With tremendous resources invested in higher education, policy makers have requested more direct evidence of student learning. However, assessment tools that can be used to measure college-level learning are scarce in China. To mitigate this situation, we translated the…

The present study aimed to represent the innovative assessments that support students' learning in STEM education through using the integrative framework for Cognitive Diagnostic Modeling (CDM). This framework is based on three components, cognition, observation, and interpretation (National Research Council, 2001). Specifically, this dissertation…

We followed established best practices in concept inventory design and developed a 12-item inventory to assess student ability in statistical reasoning in biology (Statistical Reasoning in Biology Concept Inventory [SRBCI]). It is important to assess student thinking in this conceptual area, because it is a fundamental requirement of being…

This article considers the design process for new formative history assessments. Over the course of 3 years, my colleagues from the Stanford History Education Group and I designed, piloted, and revised dozens of "History Assessments of Thinking" (HATs). As we created HATs, we sought to gather information about their cognitive validity,…

Purpose: Student/trainee perception of their performance can sometimes be inaccurate. This study aims to look at the accuracy of perception to actual performance in short-term intervention style training/instruction. Design/methodology/approach: Two studies conducted using university students in problem solving exercises compared the performance…

Looking beyond the right or wrong answer is imperative to the development of effective educational environments conducive to Pre-AP work in math. This presentation explores a system of evaluation in math that provides a personalized, student-reflective model correlated to consortia-based assessment. Using examples of students' work that includes…

The classroom is an important context of second language learning for language minority children. Teachers are responsible for creating good learning opportunities by securing language use well adjusted to the children's level of comprehension. Thus, teachers should have realistic expectations of this. The purpose of the research is to increase…

A questionnaire used in student evaluations of interdisciplinary courses during six semesters contained two Likert items stated in a direct negative mode which were embedded in a questionnaire (14-18 items) in which the remaining items were phrased in a direct positive mode. In the seventh semester and thereafter, the two negative items were…

Emphasis on regular mathematics skill assessment, intervention, and progress monitoring under the RTI model has created a need for the development of assessment instruments that are psychometrically sound, reliable, universal, and brief. Important factors to consider when developing or selecting assessments for the school environment include what…