Open Science University of Innsbruck

Overview

The goal of scientific research is to accumulate knowledge. Researchers generate hypotheses and collect data in order to investigate whether or not empirical observations are consistent with these hypotheses. However, even though science aspires towards accuracy in this process, errors are inevitable. 

A fundamental characteristic that sets empirical science apart from other sources of knowledge is the ability to self-correct; any empirical observation is subject to validation and may be shown to be wrong. 

The reproducibility of empirical results constitutes a cornerstone of the scientific method. As a consequence of accumulative evidence emphasizing low levels of replicability, there is increasing concern that a considerable fraction—or even a majority—of published research claims may be simply false. The drivers of this „credibility crisis“ are manifold: the file drawer effect, insufficient statistical power, publication bias, confirmation bias, dodgy incentives in the publication process, p-hacking, etc.

Key Facts

Graduates of the Open Science summer school from University of Innsbruck will 

• acquire an understanding of common (mal)practices in scholarly research

• have a thorough understanding of confirmatory and transparent research practices

• acquire a basic understanding of error rates, significance, power, etc.

• be able to undertake a priori power calculations and sensitivity analyses

• be able to scrutinize scientific projects and results regarding scientific integrity.