Introduction Flashcards
How does the reproducibility crisis occur?
Questionable research practises: hypothesizing after the results are known, selective research reporting and P-Hacking
Scientific misconduct: fabrication and falsification
What improvements can be made to fix the reproducibility crisis?
improving statistical tools, having accountability and open science (being transparent, having all the data/papers around you open to others for them to read.)
What are the types of research?
Basic research: improves our understanding of a given area, fundamental research
Translational research: uses basic findings and applies them to a real world context. Often uses to improve outcomes.
What are the types of research methods?
Quantitative: numerical data, uses statistical analysis, e.g. lab experiment, surveys
Qualitative: non-numerical data, rich in depth (more complex and detailed) e.g. thematic analysis
What is a scientific method?
Science is a constant process of refinement, you can’t prove a theory but you can use evidence to support it. Scientists are human, they make mistakes, do the best they can to a high standard
What is the theory data cycle?
If the replicated experiments data isn’t the same as the original experiment’s data then you should either revise the theory or revise the design of the experiment.
What is the replicability crisis?
where lots of replicated studies find different results to the original study.