Nullius in verba
Trust no one’s word other tha own judgement = skepticism
Credibility crises in science
Incentives in how science is published which encourages (implicitely) academic malpractise
E.g. intentionally hyping up your own findings
Reprodcibility crises in psychology
Failures to replicate famous psych studies and obtain similar results (1/3 of studies give similar results)
Good vs transparent research
Good = reliable, valid, informative
Transparent = how open and honest the results/ analysis process is to the public to judge the quality
Open science
Transparent research
How is transparency shown in articles?
Open access data
Comprehensive methods and materials
Good introduction in research
Clear narrative of pre-existing literature which are high quality cited studies
DOES NOT Cherry-pick studies to show one sided narrative
The rationale logically follows from literature: clear on research question/aim
Good methods section in research
Is the method congruent in methodology?
If the method is tranparently reported, tells everything, shares research data
Data sharing
Being transparent by reporting all results of the study and so we know they did not report it in a sketchy way to prove their point
State why you cannot share data if not possible
Critically evaluating results section
Results aren’t too good to be true e.g. show perfect correlation
Qual = themes backed up with quotes
Quan = statistics and analysis are backed up
Critically evaluation discussion section
Ensuring judtifications are backed up by results
Exploring contradictions and correspondence with other studies to explain why
How self-critical is it? is this constructive or performative
Other areas of research to be critical of?
Statements of conflicts of interest
Declaration of funding
Open research: data availability and supplementary info
Where are there conflicts of interest?
If funding is from particular company who supports a specific stance
Pressure to find something to be published and advance career
When citing your sources
Explain briefly the info included in your own paper to strengthen your point
Explain contradictions between people’s papers and account for methodological issues
Evaluate relevant strengths and weaknesses of each + link to own study
Only relevant sources
Whe writing research supports
Drawing apporpriate interpretations from data and link to wider literature, link to theoretical and practical importance of research
And identify any limitations in research AND INCLUDE IT IN CONCLUSION