test 1 Ai cards Flashcards
(9 cards)
What crisis has psychology and the wider scientific community faced?
Replication crisis
This refers to the difficulty in reproducing results from prior studies, raising concerns about the reliability of research findings.
What does ‘HARKing’ stand for?
Hypothesizing after the results are known
This practice involves altering the hypothesis to fit the results obtained, rather than testing a pre-defined hypothesis.
What are some questionable research practices revealed by the replication crisis?
- Conducting analyses in multiple ways and choosing the one that best matched the hypothesis
- Altering the hypothesis and presenting it as the original one
- Cherry picking data that is convenient
- Continuous sampling until significance is reached (p hacking)
What is ‘p hacking’?
Continuous sampling until significance is reached
This method involves manipulating data collection or analysis to achieve statistically significant results, which can mislead findings.
What is data ethics?
A set of principles related to all stages of working with data (design, collection, analyses, interpretation, reporting)
Data ethics ensures responsible and fair use of data throughout the research process.
open science
an approach to research that encourages collaboration in research, sharing of research methodology, data, and statistical analyses
Open science allows researchers to question and attempt to recreate findings.
What is preregistration in research?
A requirement for clinical trials and growing popularity in other areas of research
It involves publishing a plan before the research starts.
What is the purpose of preregistration in research?
To provide a published plan before the research starts
List the stages involved in data ethics.
- Design
- Collection
- Analyses
- Interpretation
- Reporting