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qualitative
open ended interviews, description of social settings and groups, interpretation and observation, rich information, deep talks
quantitative
the collection and analysis of numerical data, often from surveys (numbers and stats)
generalizable
do not characterize the human condition far beyond our immediate social world. results/conclusions based on population can apply to others.
when the findings can be applied to most contexts, most people, most of the time.
normative
value judgement
empirical
factual, conducts research
objective
goal of social science is to be ____
value/moral free research, not biased by personal ideology, normative goals or with a desired outcome.
subjective
researchers should not be like this. research biased by personal perspectives, viewpoints, values
reflexivity
see if your subjective values are bleeding into your objective study
the continuous, active process by which researchers critically examine how their own background, biases, values, and positionality shape the research process, data collection, and findings
overgeneralization
basic trap for researchers: my teacher from NYC is so rude so everyone from NYC is rude.
selective observation
basic traps: all athletes are tall (no, gymnast v. basketball boys)
faulty reasoning
inferring cause and effective from correlation. solution: use explicit system of logic build/test theory.
a flaw in the logical connection between evidence (data/premises) and conclusions, making an analytical claim invalid or unsupported
inaccurate observation
observation based on vibes, common knowledge, moral panic
anchoring
we fail to update our information when things change. parent paid their own tuition, so you should too. no economy is different now.
exploaration
types of soc research:
-familirize with basic facts/mew areas
figure out how other people also research/did this
exploring a new topic, get the lay of the land no details
gather data created bt other peoples data
vague/broad/brief questions (can be looked up)
description
types of soc research:
detailed, highly accurate pic
locate new data
clarify the different stages of the process
specific questions you cant, search up
explanatory
types of soc research:
why?
establisg causes/causation
deterministic arguments
you are nailing it down. it is a fact. it is true for everyone. an argument. ex: cat ppl r introverted.
probabilistic arguments
on average. ex: cat people are MORE LIKELY to be introverted.
key words: probably, most likely, on average, etc.
sociology makes only these types of arguments.
tuskegee syphilis study
There was no effective treatment for syphilis.
The study lasted 6 to 9 months to understand the disease.
The federal government was conducting the study.
A paper was published during the study to criticize the study.
People in the study couldn't go to the military because the military would give them a treatment and no benefits, and because the GI Bill also denied hospital visits.
Penicillin is now an effective treatment for syphilis, but participants were not allowed to take this treatment to keep the study going and to keep them sick.
A journal was released about the ethical issues.
Fred Gray sued and got victims' money.
A public apology to the survivors.
The study turned out to be 40 years long.
Now laws are put in place about ethics.
IRB
what board oversees ethics in studys?
tuskegee syphillis study
what is the reason we have ethical safeguards in place for social science research?
Voluntary informed consent
Any human involved in the study must be aware of any risks.
The participant must understand what the study is about.
The participant must face no harm for refusing.
The participant must be allowed to change their mind at any time.
The participant must enthusiastically volunteer.
Special populations
This is known as _____. people can't really give consent. Includes:
kids
babies
pregnant women
prisoners
institutionalized populations, such as mentally ill, terminally ill, or sick
Cognitively impaired, physical disabilities, socioeconomically disadvantaged, racial and ethnic groups
IRB
This board does an external assessment that specific conditions have been met.
You need this approval before any research is done.
This board goes through research proposals to make sure everything is good, and they have the ability to say no.
They also ensure that good science is happening and that there are safeguards in place.
Data swapping
Prevents disclosure and protects confidentiality by changing irrelevant details, such as the number of kids and placing fake names.
paradigms
Fundamental models or frames of reference used to reason.
general frameworks grounded in assumptions about the nature of reality
an overarching philosophical framework or worldview that guides how a researcher views reality, acquires knowledge, and conducts an investigation
Theory
a sequential argument, a series of logically related statements
EXPLAINS WHY
Requirements of theories
Testable: qualitatively or quantitatively examined.
Falsifiable: it can be proved wrong. Hypothesis testing requires the null hypothesis that things are related.
Generalizable: they can explain a broad class of events.
Probabilistic: refer to what is likely.
Deductive Reasoning
Paradigms
theories
hypotheses
data
Triangle, arrows point down
Pros: data can help test theories. You can test your theories.
Cons: tunnel vision, “theoretical blinders”, which limits scope of questions.
Diving into the data
Inductive Reasoning
Data
hypothesis
theories
paradigms
Starts with the data
In the weeds, data
Pros: generate so many ideas
Cons: can't distinguish ideas. The theory always fits the data.
Acronym for features of a good research question
ESSS
Empirical: must be testable or answerable, no normative questions. Some reason why there is an association.
Specific: another way of being answerable or testable. Don't ask general questions like "Why do wars start?"
Scientific relevance: we, as a science, do not know or answer that question. and it lowkey matters
Social importance: elevance to the world, ongoing conversation in our society
Ecological fallacy.
Show or drive conclusions solely based on observations.
a logical and statistical error that happens when you use group-level data to make claims about individual people
Reductionism.
Opposite of ecological fallacies: conclusions about larger units and applying to smaller units, but not accurate, overlooking societal explanations
Logic model
Explaining how constructs for theories or variables for hypotheses are related:
One dependent variable
Two independent variables
Three hypotheses
Circles and ovals.
This shape is for theories or concepts.
boxes
This shape is for hypothesis or operationalized concepts.
ovals
This shape must be used for theories or concepts used for theories.
plus sign
This sign is used when one goes up, the other one also goes up.
-
This sign is used when one goes down, the other one goes down.