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Empiricism
the use of verifiable evidence as the basis for conclusions
collecting data and using that information and using it to develop, support or challenge theories
Falsifiability
A feature in scientific theory where it is possible to collect data that will indicate your theory is wrong
A theory cannot be valid if it cannot be falsified
Self-correction
Operationalization
The process of turning abstract ideas into measurable variables
reduces bias and allows replication
ex: stress being measured in how many times an individual smiled over a certain time
replication
The practice of independently repeating a scientific study to see if its original finding can be reproduced
enables reliability and validity
removes the possibility of confounds
Weight of evidence
research principle that scientific findings should be based on the collective findings of independent studies rather than relying on a single dramatic breakthrough
Journal vs Journalism
Journalism: the practice of gathering, verifying, and reporting information to the news and the public
Information understood by the public
peer-reviewd
Journal: a scholarly, peer-reviewed periodical that publishes in-depth empirical research
Information mainly understood by certain qualified/professional individuals
fact checking
Producer vs Consumer
Producer of research: to generate new knowledge, test hypotheses, and discover empirical facts
Designing a trial to test a new anxiety app and gathering statistical data
Consumer of research: to find, evaluate, and apply existing research to inform decisions or practice
Reads the study and integrates the app into their private therapy
Theory data cycle
observations and questions
hypothesis
experiment and data collection
theory

universalism
scientific claims must be evaluated using preestablished impersonal criteria
community
scientific knowledge is common property and must be openly shared with everyone
Disinterestedness
the scientific norm that researches should look for the truth and advance knowledge rather than trying to achieve personal gain, financial profit or ideological outcome
organized skepticism
research must question everything, accept nothing at face value and varifty claims with with empirical evidence before believing them
Applied research
scientific investigation designed to solve a specific immediate real-world problem
Translational research
the direct bridge that turns abstract basic laboratory discoveries into practical real-world solutions
Basic research
scientific investigation designed to expand the general body of knowledge rather than solve a specific real world problem
confound
extraneous third variable that could be distorting the relationship between the independent and dependent variables
ex: number of hours sleeping and energy level; confound: health, time spent awake, time on phone
comparison group
a group of individuals who did not receive the primary intervention or treatment
probabilistic
the likelihood of an event occurring rather than a fixed certainty
good story bias
human tendency to favor clean, well put together, satisfying stories over messy, random and chaotic stories
confirmation bias
tendency to recall information that matches with your existing beliefs or expectations, while ignoring contradictory evidence
Availability Heuristic
a mental shortcut that relies on immediate examples that comes to a specific mind when evaluating a specific topic, concept or method
ex: when asked if you are more likely to die from a dog attack or falling furniture, many people assume that it is dog attack due to what we hear but in reality you are 30 times more likely to die by falling furniture
Fundamental attribution error
if someone is acting poorly we believe that it is because of who they are (deposition) rather than what situation they are in (situation)
illusionary correlation
the cognitive bias of believing there is a correlation between two variables when there really is none
bias blind spot
the cognitive bias of recognizing that others have a bias but refuse to see the biases in our own judgement
false consensus affect
people overestimate the rate in which people share there opinions, beliefs, attitudes and behaviors
Sources of Information
experience
intuition
authority
research
learning about the world through trial and error and lived events
relying on gut feelings, what feels right rather than systematic logic
accepting information as truth because it comes from prestigious and reliable sources
the systematic and empirical collection of data
PsycINFO vs Google Scholar
discipline-specific, strict quality control, controlled vocabulary, institutional subscription
Multidisciplinary, no pre-vetting, keyword matching, free public engine
Paywalled article
published peer reviewed academic journal that requires a paid prescription
Open access articles
peer-reviewed articles that are published to the public completely free to download and distribute
Empirical Journal Article
reports the methods of a single specific study
contains new and freshly sourced data
finding new specific method, scales or direct experimental evidence
Review Journal Article
previously published articles
getting a comprehensive high level overview
Parts of a Research paper
Abstract: overview and summary
Introduction
Method
Results
Discussion: interpreting the findings
References
disinformation
false or missing information that is deliberately created and disseminated
click restraint
resisting the urge to click information from the first results of a search engine
Lateral reading
leaving a tab without reading the entirity of the page