Module 2 chpt 9, 10, 11 Flashcards
Validity
soundness of study evidence - unbias as well as grounded
is the method really measuring what your concept is (is it depression or loneliness)
reliability
accuracy and consistency of information obtained in the study
credibility
aspect of trustworthiness - research methods inspire confidence and results and interpretations are truthful
bias
influence that produces a distortion or error.
- participants lack of candor
- researcher subjectivity
- sample imbalance
- faulty data collection
- inadequate study design
- flawed implimentation
random bias
“noise: in the data - bias in one direction or another
systematic bias
consistent and is in one direction ie a scale weighs everyone 2 lbs heavier
research control
attempts to eliminate contaminating factors that might obscure the relationship btw variables
confounding variables
contaminating factors - must be held constant to reduce influence
randomness
having features of the study established by chance rather than by researcher preference
Controls confounding variables and reduces bias
Randomized control trial
experimental research - researchers are active angents
GOLD STANDARD
MOST convincing if one variable has a causal relationship with another
Manipulation, control, and randomization
validity
property of an interference
threats to validity
introduce features to minimize potential threats - strengths validity
internal validity
it is the IV rather than something else that caused the outcome
external validity
inferences about observed relationships will hold over variations in persons in the real world setting
controlling confounders
randomization - most effective method
crosssover - participants serve as their own controls - can cause time influence (intervention A caused change to intervention B)
homogeneity - pick for homogeny for the cofounders - does not translate to those not in the research group
stratification/blocking - one variable against another ie gender (males in one black, females in another)
matching - using characteristics to create comparable groups - must know cofounders in advance
statistical control - ANCOVA statistical removal of confounding variable