Issues in Psychology Flashcards
Define replication crisis
Highly noted studies in psychology are not replicable (raises the issue of methodology)
Where else has the rep crisis been observed? and how has it been found (2)
Physics: Cold nuclear fusion
Medicine: only 4% of Genetic literature has been replicated
Ozone layer detection: Thought the instruments were faulty when examining the Antarctic ozone layer hole
- funnel plots
- systematic reviews
Types of replication
Exact replication: Testing the study using exactly the same methods
Conceptual replication: Testing the theory of the study using different population, variables etc
What did the Open Science Forum Collaboration (2015) find
only 36% of journals and articles have been replicated
Social psychology is the worst - 23%
Cognitive articles were the best (still bad) - 48%
What area is under scrutiny particulary?
Behaviourist social psych
Using priming or cues to induce a subconcious response (e.g., priming intelligence to see if intelligence can be created)
E.g. primed professor or football hooligan - found professors did better on tests. This has not replicated (Shanks et al., 2013)
Why might the replication crisis have occured? (5)
(Sheilds, 2000)
- Psychology has become too preoccupied with ‘attention grabbing findings’
- The media has driven a thirst for controversial publications
- Perhaps the researchers performing the replication studies lack expertise and methodolgical skill
- The original studies may have had smaller sample sizes (false positive is more likely to have occured). Or the sample was (very unlikely) but out of chance and pure luck, unrepresentative.
- Junior researchers publish null findings because they need to become ‘known’, but senior academics may ignore null findings because they are uninteresting.
- The results may have changed over time! E.g., in the 50’s attitudes towards female army officers would be different to today.
Solutions to rep crisis (and example)
- Encourage academics to followup on their studies (often proffessors etc are encourage to persue new and interesting findinds, and replication is considered a waste of time and resources as it does not reflect original thinking
- Highlight and publicize replication studies more
- Educate consumers of science to read more cautiously and with more scepticism
- Revise publication companies: Some only publish short , single study and punchy articles. Textbooks too seek sexier studies
Cancer Epidemiology decided to publish all findings, including null. Plus, condense findings into single page reports so they are consumer friendly.
What is p hacking?
Dredging data to find an effect, when one may not actually exist
What is publication bias? 3 facts about it
Tendency to publish only significant findings
- Insignificant findings are two times less likely to be published than significant results (Sheilds, 2000)
- Significant results are published faster
- Studies with smaller sample sizes are more likely to be publish and last longer as ‘relevant’
What other kinds of bias?
Reference bias: where researchers cite only significant literature to bolster the validity of their claims
Why is the publication so bad!?
- Can affect health care and treatment (medical literature uses a scope of literature to inform the field) not just a single study, so if the published research only represents half of the story….
- Science will suffer, progress will be delayed
What is okay to be excluded?
Studies with poor methodology, insufficient power, poor construct validity
Cleophas (1999) (2)
- Publishing everything may be bad because it may devaluate the current literature.
- May be a waste of time - it may never be read anyway
World Health Organization
1/10 people suffer from some form of mental illness worldwide
Why do researchers shy away from using mental health service users?
- Hard to get ethical approval
- Underestimate their cognitive abilities and the validity of their contribution
- May have to use gatekeepers - long process/more resources