This article presents a general-purpose method for detecting cheating in online courses, which combines anomaly detection and supervised machine learning. Using features that are rooted in psychometrics and learning analytics literature, and capture anomalies in learner behavior and response patterns, we demonstrate that a classifier that is…

As higher education is shifting to virtual teaching, examinations are increasingly conducted virtually, often proctored. Unfortunately, virtual proctored examinations--proctored remotely using technologies--can be prone to cheating. Some anti-cheating measures can be built into the virtual proctoring technologies, but cheating can still occur.…

The COVID-19 shutdown of in-person university classrooms in Spring 2020 brought the question of how to conduct online examinations into urgent focus. Although, online education has been around since 1984 and online exams have been routinely built into online course syllabi, the mid-semester transition to online teaching confronted many instructors…

As educational systems move from onsite to online due to the COVID-19 pandemic, teachers face the difficulty of designing online examination formats which minimize opportunities for dishonesty. In this paper, we expose our design of such a format: a protected Microsoft Excel spreadsheet containing short-answer questions, which was implemented in a…

The transition of our large ([approximately]300 student) introductory soil science course to the online setting created several challenges, including engaging first- and second-year students, providing meaningful hands-on learning activities, and setting up online exams. The objective of this paper is to describe the development and use of…

This chapter reviews the proliferation of community college students who cheat in online classes, with particular focus on hiring ghost-students or students who take an entire course for a fee. The discussion includes faculty and institutional solutions to prevent ghost-students in online classes.

When campuses across the world needed to transition to the online format due to the COVID-19 pandemic, there were many challenges educators faced, and addressing academic integrity issues were some of the most important. Certain strategies, such as online proctoring or additional software, were not available to most institutions because the…

Along with many other institutions of higher education, the COVID-19 pandemic prompted Northeastern University to move courses online for the second half of the spring semester and beyond. As this crisis unfolded, faculty turned to the Center for Advancing Teaching and Learning Through Research (CATLR) for support on how to conduct their courses…

Teaching and assessment practices rapidly moved online as a result of the global coronavirus pandemic. Academic integrity is paramount for the credibility and reputation of educational institutions regardless of their teaching modality. Students commit plagiarism when they copy, borrow, or steal others' work, without properly acknowledging their…

This paper is designed to synopsize the efforts of a team of general chemistry teachers to enact assessments during the abrupt transition to online-only instruction and reflect on what was done successfully and what could be improved. The focus is on the extent remote, online assessments accurately measured student knowledge described within the…

The COVID-19 crisis challenged us to learn, teach, and work in ways we never had before. As we move further into 2021 more educational institutions are thinking about how online teaching and learning can become a permanent way of offering programs. However, there are still ethical considerations that merit deeper consideration. Before the…

Academic integrity is a critical issue in online courses, where students are removed from their instructors in time and space. This article presents a model describing the steps that academic leaders and administrators should follow to implement systems that support academic integrity in online courses. Rather than identifying vendors, which…

This paper identifies several methods a student could use to cheat while enrolled in an online course. Problems encountered in conducting an online course and in administering an online exam involve: (1) identifying the test taker, (2) preventing the theft of the exam, (3) combating the unauthorized use of textbooks and/or notes, (4) preparing an…

Protection of academic integrity in online environments can be challenging. Understanding how the technology works and concerns about each of the methods for monitoring online interactions can assist in the selection of the best proctoring tools. Depending on the content, the type of assessment and the comfort level with the technology, a…

When it comes to secure testing online, even high-tech solutions rely on an old standby: a human proctor. This article asks the question: Is such an approach sustainable in the long run? A student labors over a midterm exam while a vigilant proctor peers over his shoulder, watching for any sign of cheating. It sounds like a tableau from a century…