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theory
simplified account of complex reality which links causes and effects state probabilistically
what does theory indicate
links an outcome (dv) to a set of factors (ivs) whose values (presence, absence, or amount) make that outcome more or less likely
regression table
all variables in a table are independent variables, and youre being asked the effect of all the things in the table on this thing
what does it mean for variables to be postiively or negatively affected
Positive = they move in the same direction.
Negative = they move in opposite directions
bivariate analysis
looks at relationship between 2 variables. the goal is to see whether and how the two variables are associated
replication crisis
researchers try to recreate previous studies with significant findings
3 steps for when you have your research question and hypothesis
conceptualize
operationalize
measure
conceptualize
define something
operationalize
how will we know when we see it
we identify things through indicators. concrete things whose presence or absence can be determined through observation
identify each step as abstract and observable or not:
conceptualization
operationalization
measure
number vs proportion
number— tells you how many.
proportion— tells you how big the part is compared to total (usually percentage)
What is Colin Kahl’s main focus in States, Scarcity, and Civil Strife in the Developing World (2006)?
explores how environmental pressures contribute to civil conflict in developing countries
organizes and sorts through arguments about the relationship between environmental pressures and civil conflicts
proposition
a statement that identifies key factors that are thought to be related in some way (way to start an argument, further develops intoa. hypothesis)
a good theory is
parsimonious: attempts to explain as much as possible with as little as possible (parsimony)
allso generalizable
2 approaches to building theory
induction
deduction
Inductive Approach (Bottom-up)
From observation → generalizations/hypotheses → broader theory.
Begin with question or basic proposition.
Examine cases.
Develop more specific propositions.
deductive approach (top-down)
From theory → hypotheses → testing with data.
Start with theory.
Derive specific, testable hypotheses.
Test with logical/empirical evidence.
which approach is
a) hypothesis generation/exploratory research
and which one is
b) hypothesis testing and confirmatory
a) inductive.
b) deductive