According to architectural designers, although they are aware of the sound environment when designing spaces, in many cases visual (design) and cost (cost-effectiveness, etc.) were the predominant factors. In many cases, the visual (design) and cost aspects (cost-effectiveness, etc.) were dominant. The tacit rule for evaluating the sound…

To address the computational constraints of parameter estimation in the polytomous Cognitive Diagnosis Model (pCDM) in large-scale high data volume situations, this study proposes two two-stage polytomous attribute estimation methods: P_max and P_linear. The effects of the two-stage methods were studied via a Monte Carlo simulation study, and the…

Environmental education research often emphasizes the importance of community context, but conceptualization and measurement of environmental literacy has mostly occurred at the individual level, often focusing on individual behaviors. The environmental problems facing the world today require collective action--communities coming together to…

Fidelity of implementation (FOI) refers to the level of adherence that a project keeps to its design. The evaluation of this project, a school-based arts implementation project, used a "fidelity to structure" design to determine how well the schools in the project followed the project design in the fourth and fifth years of the project…

Big Ideas in school mathematics can be seen as overarching concepts that occur in various mathematical topics in a syllabus. For teachers, this knowledge can be used to help students develop a better understanding of mathematics by making visible the central ideas, and connection across topics and across levels. For students, this knowledge can…

Images in children's books convey messages about society and the roles that people play in it. Understanding these messages requires systematic measurement of who is represented. Computer vision face detection tools can provide such measurements; however, state-of-the-art face detection models were trained with photographs, and 80\% of images in…

In the last twenty-five years, the discussion surrounding validity evidence has shifted both in language and scope, from the work of Messick and Kane to the updated Standards for Educational and Psychological Testing. However, these discussions haven't necessarily focused on best practices for different types of instruments or assessments, taking…

This paper aims to explore the incorporation of embedding items within reading passages as an effort to improve assessment equity, student experience and performance, and engagement within a universal design framework. Reading comprehension items placed within text rather than at the end may remove measurement of confounding constructs such as…

The goal of this paper is twofold. First, the paper clarifies and elaborates on an important theoretical construct called orientation with respect to understanding in mathematics, which denotes the degree to which students exhibit an inclination towards and demonstrate an earnest concern for understanding in mathematical learning. Second, the…

People re-identification has been a very active research topic recently in computer vision. It is an important application in surveillance system with disjoint cameras. This paper is focused on the implementation of a human re-identification system. First the face of detected people is divided into three parts and some soft-biometric traits are…

Massive online Open Courses (MOOCs) make extensive use of videos. Students interact with them by pausing, seeking forward or backward, replaying segments, etc. We can reasonably assume that students have different patterns of video interactions, but it remains hard to compare student video interactions. Some methods were developed, such as Markov…

This article is a written version of the Presidential Address I gave at the annual meeting of the National Council on Measurement in Education (NCME) in April 2017. It is a call to NCME members (and others who read this, of course) to rebalance their focus so that classroom assessments are seen as being at least as important as large-scale…

"Sensor-free" detectors of student affect that use only student activity data and no physical or physiological sensors are cost-effective and have potential to be applied at large scale in real classrooms. These detectors are trained using student affect labels collected from human observers as they observe students learn within…

Numerous studies show the positive effects of a growth mindset on students' learning. Little has been said about the role teachers' mindsets play for school improvement. In this study, the authors analyzed whether growth mindsets of teachers (vs. fixed mindsets) have an influence on: (1) the interest in their professional development; (2) their…

Dynamic Measurement Modeling (DMM) is a psychometric paradigm that uses longitudinal data to estimate students' capacity to learn over the course of an educational program (i.e., growth scores). Here, we provide justification for this approach in health professions education and demonstrate its proof of concept with three time-points of USMLE Step…