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Empiricism
The use of verifiable evidence as the basis for conclusion; collecting data systematically and using it to develop, support, or challenge a therapy
Another name for empiricism?
Empirical Method and Empirical Research
Quantitative Method
A way of collecting empirical data in which information is converted to numbers for future statistical analysis
Qualitative Method
Way of collecting empirical stat that creates rich, in depth descriptions of some phenomenon or group of people.
How is qualitative method often collected?
Interviews or extended observations
Reflexivity
Process in which researchers reflect on how their own values, biases, and experiences shape the topics they study and interpretations they make
Theory
A statement or set of statements that describes general principles about how variables relate to one another
Hypothesis
A statement of the specific result the researcher expects to observe from a particular study is the theory is accurate
Prediction
Another name for hypothesis
Data
A set of observations representing the values of some variable, collected from one or more research studies
Preregistered
Referring to a study in which, before collecting any data, the researcher has stated publicly what the study's outcome is expected to be
Replication
Process of conducting a study again to test whether the result is consistent
Weight of the Evidence
A conclusion draw from a reviewing scientific literature and considering the proportion of studies that is consistent with a theory
Falsifiability
A feature of a scientific theory, in which it is possible to collect data that will indicate the theory is wrong
Self Correcting
A process in which scientists make their research available for peer review, replication, and critique, with the goal of identifying and correcting errors in the research
Applied Research
Research whose goal is to find a solution to a particular real world problem
Basic Research
Research whose goal is to enhance the general body of knowledge, without regard for direct application to practical problems
Journalism
News and commentary published or broadcast in the popular media and produced for a general audience
Explain Journal
Monthly or quarterly periodical containing peer-reviewed articles on a specific academic discipline or sub discipline, written for scholarly audience.
Another word for Journal
Scientific Journal
Research Consumer
Someone who reads and uses psychological research to understand or improve their work, relationships, or life.
What do research producers and consumers have in common?
Both use empiricism and communicate what they learn
What is a research producer?
Someone who reads and uses psychological research to understand or improve their work, relationships, or life.
Why is it important to develop consumer skills?
Helps develop the ability to read about research with curiosity and a critical eye
Why do clinical psychologist, social workers, and family therapist read research?
To know which therapy technique is most effective
What is the theory-data cycle?
Scientists use data to test, change, or update their theories
Can one study prove a psychological theory?
No. Scientists say data support or are consistent with a theory; they don't say a study proves it
What are Merton’s four scientific norms?
Universalism, communality, disinterestedness, and organized skepticism.
What is universalism?
Judging scientific claims by evidence, not the researcher’s reputation
Communality
Scientific knowledge is shared with the scientific community and public.
Disinterestedness
Scientists should follow the evidence rather than personal beliefs or interests.
Organized Skepticism
Scientists question claims and look for evidence
Why is peer review important?
Helps identify flaws and improve the quality of research
Peer Review
Experts evaluate research before a scientific journal publishes it
Why should you be skeptical of science news?
Journalists may exaggerate results or get research details wrong
What is the best way to get the full story about a study?
Read the original scientific journal article
What is the theory data cycle?
Theory → hypothesis → collect data → compare data with hypothesis → support or revise theory
What is the Scared Straight program?
A program where at-risk teens visit prisons and hear about the harsh realities of prison to discourage crime
Why is Scared Straight an example of critical thinking?
It seemed like it should work intuitively, but research showed the opposite
What does the Scared Straight example teach us?
We should use empirical evidence to evaluate whether an intervention actually works
How were Scared Straight programs tested?
Researchers used randomized controlled studies comparing teens in the program with control groups
How are psychological scientist identified?
By what they do, value, and think
First way psychologists approach their work?
Act as empiricists
Second way psychologists approach their work?
They test theories through research and, in turn, revise their theories based on resulting data
Third way psychologists approach their work?
Follow the basic scientific community norms that prioritize objectivity and fairness
Fourth way way psychologists approach their work?
Take an empirical approach to both applied research and basic research
Fifth way psychologists approach their work?
Make their work public and send results to journals for review and respond to work of other scientist, and sharing findings within popular media
The Cupboard Theory
The theory that infants become attached to caregivers because caregivers provide food
Contact Comfort Theory
The theory that infants become attached to caregivers because of physical comfort, warmth, and contact
What did research on infant monkeys show about the Cupboard Theory
Contact comfort was more important than food in forming attachment
What is the main difference between the Cupboard Theory and Contact Comfort Theory?
What is the main conclusion to remember about the Cupboard Theory?
Food alone cannot explain attachment; research showed that comfort and physical contact play a major role
If a caregiver provided food but never provided physical comfort, what would Contact Comfort Theory predict?
The infant would not necessarily form a strong attachment because food alone does not provide the comfort and security needed for attachment
What does it mean when the data matches the theory's hypothesis?
It strengthens the researchers confidence in the theory
What does it mean when the data doesn't match the theory's hypothesis?
It shows that the theory needs to revised or the research design needs to be improved
2 way scientist say instead of ""prove""?"
A studies data support or is consistent with a theory
Over what percent is psychological research conducted by what population(s)?
80% and English/European speaking
Why does representation of science matter
People identities can shape what they find valuable to study
Why is it important to have diversity in research?
Strong science needs all perspectives and can determine if something is specific to a certain population
What do basic researchers want to understand?
The structure of the visual system, the capacity of human memory, the motivations of a depressed person, or the limitations of the infant attachment system.
Who reviews a research paper?
Usually 3–4 experts in the subject
What do peer reviewers evaluate?
How important the research is, how it fits with existing knowledge, how well the research was done, and how convincing the results are.
Why are peer reviewers kept anonymous
So they can give an honest assessment without worrying about their relationship with the author
What is the goal of peer review
To make sure scientific journals publish important, well-done research
How does science become self-correcting?
Other scientists can find flaws, conduct new studies, or publish critiques and competing research after a study is published
How are psychological scientist identified?
By what they do, value, and think
Hypothesis
A specific predict deprived of theory
Explain Data
Observations used to evaluate the prediction
What does non supporting data lead too?
Revised theories or improved research designed
Explain Evidence-Based Treatment
A psychotherapy technique whose effectiveness has been supported by empirical research
What are the 3 sources of evidence for people’s beliefs
Experience, intuition, and authority
What do we compare the 3 sources of evidence?
To a superior source of evidence: Empirical Research
Comparison group
A group in a research study that enables researchers to compare what happens both with and without the treatment or variable of interest.
Radical Mastectomy Historical Example
Surgeons led by William Halsted adopted radical mastectomies for breast cancer without a comparison group, assuming it was effective for nearly a century.
Breast Cancer Clinical Trial Finding
randomized trial comparing radical mastectomy to simple mastectomy showed radical mastectomy was no more effective at curing breast cancer.
Why comparison groups are essential in evaluating treatments?
Without a comparison group, researchers cannot determine whether an outcome was caused by the treatment or would have occurred anyway
How was Merton's norm violated by 19th-century breast cancer surgeons
Organized skepticism, because surgeons blindly believed in the surgery's efficacy without collecting comparative empirical evidence.
Systematic Comparison
Process of comparing two or more items using a structured and agreed-upon method to ensure consistency and minimize bias
Cofound
Occurs when you think one thing caused an outcome but in fact other things changed, too
Advantage of a controlled study
Research can set up the conditions to include at least one comparison group
What does consistent results tell us
Scientist can be more confident that the finding is true because it supports their theory
Probabilistic
Describing the empirical method, stating that science is intended to explain a certain proportion (but not necessarily all) of the possible cases.plain a high proportion of cases, but do not explain all cases
Impact of individual exceptions on scientific conclusions
A single personal experience or counterexample represents only one data point in a broader pattern and does not invalidate general research trends
Research trends vs. Individual predictions
General research patterns indicate strong probabilities for outcomes across groups, but cannot guarantee a perfect prediction for any specific individual instance
Confederate
An actor who is directed by the researcher to play a specific role in a research study
Availability Heuristic
Things that pop up easily in our mind that tend to guide our thinking.
Confirmation bias
The tendency to only look at information that agrees with what we want to believe
“Cherry Pick”
Seeking and only accepting evidence that supports what we already think/believe
What has research proved that when people test a hypothesis….
They tend to only seek evidence that supports their expectations and forget to ask questions that would disconfirm their initial view
How does Mertons norm help scientist?
By creating a habit to question everything and seek evidence for both and against their ideas
Bias Blind Spot
Belief that we are unlike to fall prey to the other biases previously described
3 places psychological scientist publish their research
Scholarly Journals, edited books, or write full length scholarly books
Most common way psychologist scientist publish their work
Scholarly Journals
Empirical Journals
Report original study the authors do with new data collection, with method and results
Meta Analysis
Combines the results of many studies and gives a number that summarizes the magnitude or effect size of relationship
Why is meta analysis valued?
Weighs each study equally and does not allow for cherry-picking particular studies
Review Article
A verbal, synthesis of prior studies on a question with no new data
What counts as a scientific source
Empirical journal, Review article, meta analysis, and books
Lateral Reading
A critical reading technique in which, rather than reading deeper into a suspicious website, one
checks its claims on alternative, legitimate news sources