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Jean-Paul Fox – Journal of Educational and Behavioral Statistics, 2025
Popular item response theory (IRT) models are considered complex, mainly due to the inclusion of a random factor variable (latent variable). The random factor variable represents the incidental parameter problem since the number of parameters increases when including data of new persons. Therefore, IRT models require a specific estimation method…
Descriptors: Sample Size, Item Response Theory, Accuracy, Bayesian Statistics
Johan Lyrvall; Zsuzsa Bakk; Jennifer Oser; Roberto Di Mari – Structural Equation Modeling: A Multidisciplinary Journal, 2024
We present a bias-adjusted three-step estimation approach for multilevel latent class models (LC) with covariates. The proposed approach involves (1) fitting a single-level measurement model while ignoring the multilevel structure, (2) assigning units to latent classes, and (3) fitting the multilevel model with the covariates while controlling for…
Descriptors: Hierarchical Linear Modeling, Statistical Bias, Error of Measurement, Simulation
Daniel A. Mak; Sebastian Dunn; David Coombes; Carlo R. Carere; Jane R. Allison; Volker Nock; André O. Hudson; Renwick C. J. Dobson – Biochemistry and Molecular Biology Education, 2024
Enzymes are nature's catalysts, mediating chemical processes in living systems. The study of enzyme function and mechanism includes defining the maximum catalytic rate and affinity for substrate/s (among other factors), referred to as enzyme kinetics. Enzyme kinetics is a staple of biochemistry curricula and other disciplines, from molecular and…
Descriptors: Biochemistry, Kinetics, Science Instruction, Teaching Methods
Udeozor, Chioma; Chan, Philippe; Russo Abegão, Fernando; Glassey, Jarka – International Journal of Educational Technology in Higher Education, 2023
Immersive learning technologies such as virtual reality (VR), augmented reality (AR) and educational digital games offer many benefits to teaching and learning. With their potential to immerse learners in realistic environments and facilitate higher-order cognitive learning, these technologies could be used to complement current classroom…
Descriptors: Educational Technology, Computer Simulation, Computer Games, Evaluation Methods
Wan, Siyu; Keller, Lisa A. – Practical Assessment, Research & Evaluation, 2023
Statistical process control (SPC) charts have been widely used in the field of educational measurement. The cumulative sum (CUSUM) is an established SPC method to detect aberrant responses for educational assessments. There are many studies that investigated the performance of CUSUM in different test settings. This paper describes the CUSUM…
Descriptors: Visual Aids, Educational Assessment, Evaluation Methods, Item Response Theory
Kirkham, Ross; Laing, Gregory K. – e-Journal of Business Education and Scholarship of Teaching, 2022
The use of a Practice set (case simulation) as an assessment task in management accounting is aimed at providing students with a practical experience in the application of a form of simulated real-world events. The pedagogical justification for the use of a case simulation is inherent in the concept referred to as "learn-by-doing"…
Descriptors: Evaluation Methods, College Freshmen, Accounting, Business Administration Education
Uto, Masaki; Miyazawa, Yoshimitsu; Kato, Yoshihiro; Nakajima, Koji; Kuwata, Hajime – International Journal of Artificial Intelligence in Education, 2020
Teaching writing strategies based on writing processes has attracted wide attention as a method for developing writing skills. The writing process can be generally defined as a sequence of subtasks, such as planning, formulation, and revision. Therefore, instructor feedback is often given based on sequence patterns of those subtasks. For such…
Descriptors: Markov Processes, Writing Processes, Writing Skills, Keyboarding (Data Entry)
Ibiagbani M. Max-Harry; Grace P. Counts; Craig S. Nunemaker; Nicholas B. Whitticar – Journal of Chemical Education, 2023
Enzyme-linked immunosorbent assay (ELISA) is a valuable tool in various chemical and biological fields for investigating the presence and quantity of proteins of interest in given samples. The high importance of the assay makes it widely used in biological research and hence a crucial skill to master for up-and-coming scientists. A major…
Descriptors: Evaluation Methods, Chemistry, Biology, Skill Development
Majd, Mariam; Page-Hoongrajok, Amanda – Journal of Economic Education, 2023
The authors of this article propose a classroom simulation designed for advanced economics or finance courses whereby student teams role-play Moody's sovereign credit risk analysts. Despite the importance of sovereign credit risk ratings in affecting the funding liquidity of countries, the process generating ratings is a black box. The authors use…
Descriptors: Economics Education, Finance Occupations, Risk, Credit (Finance)
Janice D. Gobert; Michael A. Sao Pedro; Haiying Li; Christine Lott – Grantee Submission, 2023
In this entry, we define Intelligent Tutoring Systems (ITSs) and present a description of their core components. We outline a history of the development of ITSs with a focus on key issues that have driven change and innovation in ITSs from their inception to present day. We also present a brief case study on a specific ITS, Inq-ITS (Inquiry…
Descriptors: Intelligent Tutoring Systems, Student Evaluation, Evaluation Methods, Natural Language Processing
Alyssia Miller De Rutté; Diana Galarreta-Aima; Andrea Nate – Hispania, 2024
The all-encompassing term "Medical Spanish" references the Spanish used by healthcare professionals. Medical Spanish courses have gained traction as the Spanish-speaking population in the U.S. continues to grow. Consequently, demand for courses in Medical Spanish and other areas of Spanish for Specific Purposes (SSP), a subfield of…
Descriptors: Spanish, Languages for Special Purposes, Health Personnel, Second Language Learning
Gyll, Sean P. – AERA Online Paper Repository, 2020
Simulated testing has become more prevalent in higher education, especially as competency-based institutions begin to incorporate micro-credentials and skills certificates into their curriculum. Competency-based assessment falls outside traditional norm-based testing practices used in K-12 education, and is largely focused on criterion referenced…
Descriptors: Competency Based Education, Evaluation Methods, Knowledge Level, Measurement
Alsalemi, Abdullah; Alhomsi, Yahya; Bensaali, Faycal; Alinier, Guillaume; Hssain, Ali – IEEE Transactions on Learning Technologies, 2021
Simulation plays an important part in enhancing the outcomes of clinical training worldwide. In particular, extracorporeal membrane oxygenation (ECMO) is a life-saving procedure that utilizes a cardiopulmonary bypass circuit to offer short or mid-term respiratory and circulatory assistance to seriously ill patients. After the current Coronavirus…
Descriptors: Simulation, Diseases, Patients, Medical Education
How, Meng-Leong; Hung, Wei Loong David – Education Sciences, 2019
Artificial intelligence-enabled adaptive learning systems (AI-ALS) are increasingly being deployed in education to enhance the learning needs of students. However, educational stakeholders are required by policy-makers to conduct an independent evaluation of the AI-ALS using a small sample size in a pilot study, before that AI-ALS can be approved…
Descriptors: Stakeholders, Artificial Intelligence, Bayesian Statistics, Probability
Dittrich, Dino; Leenders, Roger Th. A. J.; Mulder, Joris – Sociological Methods & Research, 2019
Currently available (classical) testing procedures for the network autocorrelation can only be used for falsifying a precise null hypothesis of no network effect. Classical methods can be neither used for quantifying evidence for the null nor for testing multiple hypotheses simultaneously. This article presents flexible Bayes factor testing…
Descriptors: Correlation, Bayesian Statistics, Networks, Evaluation Methods