Biomedical data science education faces the challenge of preparing students for conducting rigorous research with increasingly complex and large datasets. At the same time, philosophers of science face the challenge of making their expertise accessible for scientists in such a way that it can improve everyday research practice. Here, we…

Recital 33 GDPR has often been interpreted as referring to 'broad consent'. This version of informed consent was intended to allow data subjects to provide their consent for certain areas of research, or parts of research projects, conditional to the research being in line with 'recognised ethical standards'. In this article, we argue that broad…

The reduction in funding that many American universities are experiencing has led to concerns that these institutions will rely more on corporations to provide funding for research. Unfortunately, industry-funded research can have a corrupting effect on science. Since universities are generally thought of as institutions that advance science, some…

In this article I explore Serres' idea of science and how it impacted his overall work. This approach to understanding Serres' idea of science is much like working with Nietzsche. I look at the areas Serres viewed as the dangers of science including what he referred to as a tsunami of data and the primary focus on methods. I end with Serres third…

Since the advent of the twenty-first century, science has experienced a crisis pertaining to the replicability of quantitative research findings, which has become known as the 'replication crisis'. The replication crisis has particularly afflicted research in the behavioural sciences, and psychology in particular. Given the relevance of psychology…

This perspective paper analyses the possibilities and challenges of using cheminformatics as a context for STEM education. The objective is to produce theoretical insights through a SWOT analysis of an authentic educational cheminformatics project where future chemistry teachers engineered a physical 3D model using cheminformatics software and a…

Nested hierarchical structure is one of life's most familiar properties and a major component of biological diversity and complexity. However, there is little effort to teach the evolution of the hierarchy of life, as there is little effort to teach biological complexity per se. We propose a framework for teaching biological complexity based on…

This article provides reflections on several key elements important for establishing and sustaining successful research trajectories and scholarship within the field. Developed by several Lightner Witmer Award recipients, the article highlights several of Lightner Witmer's experiences and pioneering contributions, including the importance of his…

This paper investigates the impact of publication pressure on the ethics and the scientific integrity in the domain of mathematics and of the arts. Both research fields are specific in their methodology, being that they do not start from a classical hypothesis and researchers in these areas are not knowing what the outcome will be. The research…

There is a widely acknowledged need to improve the reliability and efficiency of scientific research to increase the credibility of the published scientific literature and accelerate discovery. Widespread improvement requires a cultural shift in both thinking and practice, and better education will be instrumental to achieve this. Here we argue…

A Citizen Science approach to building the evidence base is well established in many science disciplines, but is far from main stream in the social sciences. Prompted from the inquiry by the Australian Government's Productivity Commission into the National Education Evidence Base and taking Early Childhood Education (ECE) as an example, this paper…

Applying an approach termed "citizen sociolinguistics" offers a unique opportunity to capture a large corpus of naturally occurring language data, especially fleeting interactions. Drawing on citizen science innovations in the natural sciences, citizen sociolinguistics recruits and trains scientists to complete data-related tasks such as…

Psychology teachers have likely heard about the "replication crisis" and the "open science movement" in psychology, and they are probably aware that psychologists have proposed new standards for research practice. How should our psychology courses reflect these new standards? We describe several modern practices that have…

While computer simulations are a key element in understanding and doing science today, their nature and implications for science education have not been adequately explored in the relevant literature. In this article, (1) we provide an analysis of the methodology and epistemology of computer simulations, aiming to contribute to a sound and…

Purpose: This paper has a twofold purpose: (1) to demonstrate, largely with historical evidence, that, contrary to what some have argued, thinking about educational research articulated at the start of the twenty-first century was not really "new wine in new bottles" but, rather, a continuation of the so-called paradigm wars about,…