Classification, a fundamental data analytics task, has widespread applications across various academic disciplines, such as marketing, finance, sociology, psychology, education, and public health. Its versatility enables researchers to explore diverse research questions and extract valuable insights from data. Therefore, it is crucial to extend…

This paper investigates how early career academics interpret and respond to institutional demands structured by projectification. Developing a 'frame analytic' approach, it explores projectification as a process constituted at the level of meaning-making. Building on 35 in-depth interviews with fixed-term scholars in political science and history,…

Contribution: This study incorporates competition-based learning (CBL) into machine learning courses. By engaging students in innovative problem-solving challenges within information competitions, revealing that students' participation in online problem-solving competitions can improve their information technology, and showcase competitions can…

In this paper, we present an overview of a series of 1-credit applied problem solving courses. The goal of these courses was to help students develop their oral and written communication skills, ability to work as a team, and general problem solving skills through preparation and participation in the Mathematical Contest in Modeling (MCM) and…

Hackathons, the time-bound collaborative project-based computer science competitions increasingly popular with computer science students, are one of the largest-scale innovations in computing education of the past decade. This research examined three hackathons and 46,500 surveys to find that educational benefits were unequal between genders in…

Organizations are building sustainable practices due to newer regulations and a commitment to the greater good. They are targeting the majority of consumers who want to live a sustainable lifestyle. As a result, universities have an opportunity to integrate sustainability topics into their coursework. This study addresses a curriculum gap that…

This paper reports on CodeOrama, a visualization tool that displays the entire source code in a two-dimensional representation created to support the representation of a complex code in block-based programming environments, like Scratch, by using a two-dimension table. CodeOrama can be used by the students for the development of their programs as…

In this article, we presented our findings regarding an online project-based learning course, delivered to 64 students from the Federal University of Sao Paulo, Brazil, during the COVID-19 pandemic, in the second semester of 2021. The course had the goal of teaching Project Management by means of a competition (the Data Science Olympics). Our goal…

Economic development calls for the modernization of high-school education, which is hindered by the inertia of the current hierarchical system of schooling. An analysis of statistical data that describe the dynamics of structural changes in the economy and investment in public education showed a demand for the implementation of extracurricular…

There is increasing pressure on higher education institutions to better prepare students for future work, augmented by widespread measurement of their performance using graduate employment metrics. Accounting is no exception with growing attention on whether, and in what ways, accounting curricula is aligning to labor market demands. This paper…

During the 2016-2017 academic year, with financial support from Capital One Bank, the Houston Independent School District's (HISD) Strategic Partnerships Department collaborated with community partners, HISD's Academic Services, and School Offices to implement the "Dream On/STEAM On" initiative. Planning for the initiative began during…

In past years, translation education has shifted from a "transmissionist approach" to the unchallenged use of collaborative learning, with extensive recourse to teamwork and Project-based Learning. Students are encouraged to develop their translation and interpersonal skills in collaborative environments, focusing on translation as a…

Globalization, although not a new phenomenon, has had a significant impact on the way the world operates. It has been suggested that 10 events in recent history have led to a "flattening" of the world that has made it easier for smaller countries to gain access to knowledge and compete on a global level. Ireland has reaped the benefits…

This article concerns mathematical project work in the context of Finnish StarT project competition. The focus is on how well pupils achieve the learning objective of their project work: learning mathematics and practicing 21st century skills. Development of the learning objectives is considered from the viewpoint of Finnish national core…

The 21st century is characterized by new technological developments and a rapid pace of change, challenging the academy to educate students for a future employment market characterized by change and uncertainty. This market requires practitioners to develop a broad set of skills, so-called "21st-century skills," along with more focused…