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Science’s two pillars
logic & observation
relates to the 3 key aspects of science:
theory ⇒ logical
data collection ⇒ observation
data analysis ⇒ patterns from what was observed
Social scientific theory
has to do with what is, not what should be
helps with knowing what or why & addresses what
Regularities
finding patterns of regularity in social life
norms & rules create regularity ⇒ makes behaviour predictable
Aggregates
groups of units
social scientists study social patterns
social scientific theories deal with aggregate behaviours
Attributes
characteristics or qualities that describe an object
the relationship of variables & attributes is the heart of description & explanation
Variables
logical groupings of attributes
the relationship of variables & attributes is the heart of description & explanation
Idiographic explanation
seeks detailed understandings of all factors that contribute to a phenomenon
Nomothetic explanation
tries to explain a number of similar phenomena or situations
wants to use only one or few explanatory features
settles for partial over full explanation
Inductive reasoning
moving from specific to general
whether ⇒ why
Inductive reasoning: process
start with theory
derive hypotheses
observe if things happen as predicted
extend theory if it holds
revise/abandon theory if it doesn’t hold
Deductive reasoning
moving from general to specific
why ⇒ whether
favoured by qualitative researchers
Deductive reasoning: process
start with observation of specific
let patterns & concepts emerge
Quantitative data
measures patterns & relationships
numerical & statistical
measures relationships
Qualitative measures
explores experiences, meanings, & social processes
focuses on smaller data
Theory
sets of concepts + a statement of how they relate = attempt to explain a phenomenon
powerful but constraining
wants to lead to something
research first, then theory
has to be falsifiable
Intersubjective agreement
two different researchers studying different problems arriving at the same conclusion
alternative to “objectivity”
Hypothesis
a testable statement
identifies & defines at least 2 variables & how they’re related
it is okay if disproven
Hypothesis vs. theory
hypothesis:
a starting point
guess or prediction
based on limited knowledge
theory:
detailed & comprehensive explanation
testable
based on proof
Paradigm
a model or scheme that organizes a view or something
Paradigm vs. theory
paradigms offer a way of looking
theories try to explain what is being seen
Grounded theory
a type of inductive theory based on field research