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Correlational Research
a study that measures two or more variables and examines their relationship, necessary because some variables cannot be manipulated and must be studied as they naturally occur
construct validity and statistical validity especially important
Predictive Correlational Design
predictor variable is measured before the outcome; used to predict the value of a dependent (outcome) variable based on the values of one or more independent (predictor) variables
Archival Research
examines existing records or datasets; uses already existing data and low cost
Simulation Studies
generates data using computers and tests conditions difficult to study in real life
Content Analysis
a research method used to systematically evaluate and interpret qualitative data - such as text, images, or audio - by identifying, coding, and analyzing patterns and themes; can use annual reports and social media posts; mainly consists of existing textual or recorded data
Focus Group
a carefully planned group discussion with about 6-10 participants
Nonthreatening Environment in Focus Group
a permissive, comfortable, and nonjudgmental atmosphere where participants feel safe to share honest opinions without fear or criticism; encourages participants to freely share their opinions; lets new ideas emerge through interaction among participants
Conceptual Replication
investigates the same research question but uses different procedures
Direct Replication
the process of repeating a study as closely as possible to the original, using identical methods and materials, to verify if the initial findings are reliable; can change participants
Replication-Plus-Extension
repeats an original study to verify its findings while simultaneously adding new conditions, variables, or participant groups to expand on the original research question
Scientific Literature
comprises studies conducted with different methods
Meta-Analysis
a statistical method that combines data from multiple independent studies to produce a single, high-powered, and more reliable conclusion; allows researchers to examine the strength of a relationship and for calculation of effect sizes across multiple studies
File Drawer Problem
a type of publication bias where studies with statistically significant results are more likely to be published than those with null or negative findings
Ecological Validity
mundane realism, the extent to which research findings can be generalized to real-life settings, focused on how closely a study’s environment and tasks resemble daily life
Generalization Mode
a research approach prioritizing external validity to apply findings from a specific study to a broader population, context, or setting, frequency claims are always researched in this mode
Theory-Testing Mode
a research approach focused on testing association or causal claims to support, refine, or refute a theory, rather than generalizing to the real world; de-emphasizes ecological validity
Cultural Psychology
a subdiscipline of psychology that works primarily in the generalization mode, often disproves theories based on WEIRD samples
WEIRD Psychology
the over-reliance of psychological research on samples from Western, Educated, Industrialized, Rich, and Democratic societies
Field Setting
conducting research in natural, real-world environments - such as schools, workplaces, or public spaces - rather than in a controlled laboratory, high in ecological validity
Experimental Realism
the degree to which a psychological study is engaging, immersive, and meaningful to participants, causing them to take the experiment seriously and behave naturally; supports external validity
Mundane Realism
the degree to which an experimental situation or task resembles everyday, real-life experiences
P-Hacking
the misuse of data analysis to manipulate results, often by trying multiple statistical methods until a non-significant result becomes significant; can involve running a different analysis than originally planned
Preregistration
the practice of documenting a study’s research plan - including hypotheses, methods, and analysis strategy - in a time-stamped, public registry before collecting or analyzing data; occurs before data collection
Open Science Practices
enhance research transparency, reproducibility, and credibility by making methods, data, and materials, openly accessible
Open Materials
provide free, openly licensed textbooks, course materials, and research tools that allow instructors and students to access, share, and edit content without cost or copyright barriers
Open Science Collaboration (2015)
allowed for the direct replication of popular research studies
HARKing
hypothesizing after the results are known