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Funder highlights the distinction between scientific education and technical training. Which does he say is more important?
neither (they are both equally important)
What is funders second law?
there are no perfect indicators of personality; there are only clues, and clues are always ambiguous
What is S data?
self judgements
Who is the target of S data?
person
Who is the data source of S data?
person
How is S data obtained?
questionnaires, interviews, open-ended questions, etc.
What is I data?
informant judgements
Who is the target of I data?
Person
Who is the data source of I data?
informant
How is I data obtained?
questionnaires, interviews, open-ended questions, etc.
What is L data?
life outcomes
Who is the target of L-Data?
person
Who is the data source of L data?
public documents
How can L-data be obtained?
records, social media, etc
What is B data?
behaviors
Who is the target of B data?
person
what is the data source of B data?
observable action
What is natural B data?
observations in “real world” settings
What is laboratory b data?
observations during study sessions
What is funders 3rd law?
something beats nothing, two times out of three
What does funders 3rd law mean IOW?
having systematic data - whatever kind and however gathered - will help you understand something better than if you had no data at all
What should inform your choice of method?
the kind of data you want to collect
What is a case method?
gather in depth data about a single individual or a very particular group
What can a case method be helpful for?
generating new ideas
Why do we need to exercise caution with case methods?
generalizability
What does a correlational method look at?
a relationship between variables (as they already are)
What does an experimental method look at?
a relationship between variables (after manipulating one of them)
Can you prove causation with an experimental method
not really
Why can’t you prove causality with experimental methods?
We don’t know that we manipulated what we think we did and we may be creating artificial circumstances
What is reliability?
consistency over time, raters, contexts, etc.
What is test, retest reliability?
Does the person provide similar data over the course of time?
Do we expect to see test-retest reliability for traits or for states?
traits
What is internal consistency?
do all the data points on a single measure “hang together”?
What is validity?
ability to use the data to come to accurate conclusions about persons
What is a construct?
abstract concept/feature/characteristic that cannot be objectively sensed
What are projective hypotheses?
if you are given something that has no meaning, your personality should “leak” out
What are objective tests?
require scorers who are trained in the use of standardized ways of scoring the measure
Objective tests are not without _______
subjectivity
What is generalizability?
applicability of your data across persons
What are some common generalizability problems in psychological science?
gender bias, conscientiousness bias, and WEIRD samples
What does WEIRD samples stand for?
White, Educated, Industrialized, Rich, & Democratic
What is null hypothesis significance testing?
typical way of determining if a result is statistically important
What is type 2 error?
false negative (H is true but you missed it)
What is type 1 error?
false positive (you mistakenly believe that H is true, when it isn’t)
What is type 1 error also known as?
Alpha
What is type 2 error also known as?
beta
P-values reflect the _________ of the hypothesis, given the data
likelihood
Effect sizes reflect the _______ of the hypothesizes relationship
magnitude