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fact
objective and verifiable observation, established using evidence collected through empirical research
opinion
personal judgments, conclusions, or attitudes that may or may not be accurate
Why is research important
w/o scientific research forced to rely on intuition, luck, authority, goal of all scientists is to better understand world around then, behavior is observable, mind is not observable
deductive reasoning
ideas are tested against the empirical world
generalization, one hypothesis, then used to get logical conclusions abt real world, if hypothesis is correct than logical conclusions reached through deductive reasoning should also be correct
inductive reasoning
empirical observations lead to new ideas, broad generalizations, conclusions may or may not be correct
hypothesis (plural: hypotheses)
tentative and testable statement about the relationship between two or more variables, bridges realm between odeas and real world
theory
well-developed set of ideas that propose an explanation for observed phenomena, repeatedly checked, too complex to be checked all at once, create hypothesis to test specterm-21ific theories
James- Lange Theory
emotional experience relies on one psychological arousal associated with the emotional state
naturalistic observation
observation of behavior in its natural setting
survey
list of questions to be answered by research participants—given as paper-and-pencil questionnaires, electronically, or verbally
lets researchers to collect data from a large number of people
archival research
method of research using past records or data sets to answer various research questions, or to search for interesting patterns or relationships, dont interact with any research participants
longitudinal research
studies in which the same group of individuals is surveyed or measured repeatedly over an extended period of time
cross-sectional research
compares multiple segments of a population at a single time
correlation
relationship between two or more variables; when two variables are correlated, one variable changes as the other does, does not imply cause and effect
correlation coefficient
number from -1 to +1, indicating the strength and direction of the relationship between variables, and usually represented by "r"
positive correlation
two variables change in the same direction, both becoming either larger or smaller
negative correlation
two variables change in different directions, with one becoming larger as the other
becomes smaller; a negative correlation is not the same thing as no correlation
cause-and-effect relationship
changes in one variable cause the changes in the other variable; can be
determined only through an experimental research design
confounding variable
unanticipated outside factor that affects both variables of interest, gives false impression that changes in one variable causes changes in the other variable, when, in actuality, the outside factor causes changes in both variables
illusory correlation
seeing relationships between two things when in reality no such relationship exists
confirmation bias
tendency to ignore evidence that disproves ideas or beliefs, looking for evidence that supports a hunch
experimental group
gets experimental manipulation (treatment or variable being tested), designed to answer the research question, experimental manipulation is the only difference between the experimental and control groups, so any differences between the two are due to experimental manipulation rather than chance
control group
serves as a basis for comparison and controls for chance factors that might influence the results of the study, has no testing being done
operational definition
description of what actions and operations will be used to measure the dependent variables and manipulate the independent variables
experimenter bias
researcher expectations that might skew the results of the study
single-blind study
experiment in which the researcher knows which participants are in the experimental group and which are in the control group
double-blind study
experiment in which both the researchers and the participants are blind to group assignments
placebo effect
people's expectations or beliefs influencing or determining their experience in a given situation
statistical analysis
determines how likely any difference between experimental groups is due to chance
reliability
consistency and reproducibility of a given result
validity
accuracy of a given result in measuring what it is designed to measure
Institutional Review Board (IRB)
committee of administrators, scientists, and community members that reviews proposals for research involving human participants
Institutional Animal Care and Use Committee (IACUC)
committee of administrators, scientists, veterinarians, and community members that reviews proposals for research involving human participants
informed consent
process of informing a research participant about what to expect during an experiment, any risks involved, and the implications of the research, and then obtaining the person's consent to participate
deception
purposely misleading experiment participants in order to maintain the integrity of the experiment
debriefing
when an experiment involved deception, participants are told complete and truthful
information about the experiment at its conclusion
parsimony
the solution that makes the fewest assumptions is more likely to be correct
dependent variable
variable that the researcher measures to see how much effect the independent variable had, manipulated variable
independent variable
variable that is influenced or controlled by the experimenter; in a sound experimental study, the independent variable is the only important difference between the experimental and control group
falsifiable
able to be disproven by experimental results, a good predict is this, says nothing about statements actual accuracy or inacuracy
null hypothesis
experimental group=control group (stats- fail to reject HO)
experimental hypothesis
experimental group > or < control group (stats- reject HO)
random assignment
method of experimental group assignment in which all participants have an equal chance of being assigned to either group
ex: pulling #s out of a hat
random sampling
everyone has an equal chance of being selected
ex: rolling a dice
random sample
subset of a larger population in which every member of the population has an equal chance of being selected
replication
repeating an experiment using different samples to determine the research's reliability
measures of tendency
mean, median, mode
if data points are spread out
increase in variability
if data points are close together
decrease in variability
attrition
reduction in number of research participants as some drop out of the study over time
clinical or case study
observational research study focusing on one or a few people
empirical
grounded in objective, tangible evidence that can be observed time and time again, regardless of who is observing
generalize
inferring that the results for a sample apply to the larger population
inter-rater reliability
measure of agreement among observers on how they record and classify a particular event
observer bias
when observations may be skewed to align with observer expectations
participants
subjects of psychological research
peer-reviewed journal article
article read by several other scientists (usually anonymously) with expertise in the subject matter, who provide feedback regarding the quality of the manuscript before it is accepted for publication
population
overall group of individuals that the researchers are interested in
sample
subset of individuals selected from the larger population