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Experiments are required to confirm ______ results
consistent and repeatable
Experiments confirm the _____ of psychological findings
validity
Humans are first guided by
intuition
Bias
tendency to favor a certain view (our own)
Hypothesis:
testable prediction
Operational definition
exact experimental procedures so the experiment is repeatable
theory
explanations that organize observations and predict outcomes
Experimental group
Group exposed to treatment
Control group
group not exposed to treatment
Double blind
where both subjects and staff are unaware of which
group has the placebo and which has treatment
single blinds
either the participants do not know the treatment they are receiving or the researchers do not know the treatment being given to participants
independent variable
Experimenters manipulate one or more factors
Dependent variable
observe the effect on behavior or mental process
To ensure statistical significance and bolster integrity, an experiment must have
Random selection and random assignment
Random selection
must be randomly selected from a diverse population in order to eliminate bias or skewed results
Random assignment
randomly selected subjects must be randomly assigned to the experimental and control groups, again, to eliminate bias or skew results
Small sample size can
can produce inconsistent or anomalous results
Confounding/lurking variables
undesired variables that can impact the data, and, unless controlled for, skew and/or ruin the research findings
Convenience Sampling:
Sampling technique where subjects are chosen because of their convenient accessibility and proximity to the researcher
Control variables
anything controlled by the experimenter in order to reduce confounding variables
Sampling Bias
Occurs when some members of the intended
population are less likely to be included in the sample compared to others
Experimenter Bias
A process where the scientists performing the research
influence the results, either consciously or unconsciously, to portray a certain outcome
Social Desirability Bias
The tendency of survey respondents to answer
questions in a manner that will be viewed favorably by others
Correlation study:
how two factors are linked and can predict one another. DOES NOT PROVE CAUSATION RAAH
Naturalistic observation
unhindered observations
of animals or people in their natural environment
Case study
one individual or group is studied in depth in
order to gain truth about a specific real-world phenomenon
Meta analysis
Statistical analysis that combines the results of
multiple scientific studies, providing a more precise estimate of the effect of those combined studies.
Cross-sectional Study
observing and collecting data from several individuals from one population at a one specific point in time.
Longitudinal Study
any study that repeatedly collects the same sample of data from the same group of people at different points in time.
Bar graphs
a bar graph with gaps representing categories and numerical values
Histogram
a bar graph with no gaps depicting frequency distribution (all numerical)
Scatterplot
a graph cluster of two variables, with a slope suggesting a positive, negative, or no relationship
data will regress towards the mean
the phenomenon that if a variable is extreme on its first measurement, it will tend to be closer to the average on its second measurement
Qualitative measures
Data collection methods, such as structured interviews or observations, that provide in-depth and complex descriptions of phenomena without quantifying them
Quantitative measures
Tools for gathering data in numerical form, such as Likert scales, which can then be statistically analyzed
Correlation coefficient
measures how strong a relationship is
between two variables, ranging from -1 to 1 to represent the correlation
Positive correlations
Those above 0
Negative correlations
Those below 0
Positive skew
one where the bulk of information on the graph is skewed right
Negative skew
one where the bulk of information on the graph is skewed left
Bimodial
bell with 2 peaks
Terms used to analyze data:
Central tendencies
List the central tendencies
mode, mean, median, range
Mode
most frequently occurring score
Mean
the average score
Median
the middle score in a distribution (half above, half below)
Note: This does not mean the middle between the two most different values, but rather the middle of the set given. Ex: {14, 15, 18} the median is 15, not 16.
Range
difference between highest and lowest scores
Numbers that represent particular outcomes
Percentile, standard deviation, correlation coefficient
Percentile
A measure that indicates the value below which a given percentage of observations in a group of observations fall
Standard deviation
A measure of the amount of variation or dispersion
in a set of values, indicating how spread out the values are around the mean
Correlation coefficient (1 <= p >= -1)
A statistical measure that describes
the strength and direction of the relationship between two variables
experiments are always going to be judged, valued, or dismissed, based on their
statistical significance
for studies to be valid, they must generally be
replicable and peer-reviewed
Peer review
A process by which a scholarly work or research proposal is evaluated by other experts in the field to assess its suitability for publication or funding
replication
The process of repeating a research study under the same conditions as the original to validate the findings and increase reliability
APA
American Psychological Association
BPS
British Psychological Society
The American Psychological Association and British Psychological Society determine
the ethics and procedures, and require compliance from any prospective experimenters
The HIPAA Privacy Rule
among other laws, requires that U.S. physicians (mental & physical) keep patient information confidential
Local institutional review boards
screen research proposals and safeguard participant’s well-being at each institution according to the guidelines provided by the APA, BPS, government, etc.
Institutional Animal Care and Use Committee
is a federally-mandated committee in the U.S. that oversees animal programs, facilities, and procedures
While there is more detail involved in the regulations required by the APA and BPS, most can be reduced to these four fundamental ethics rules:
1) Obtain informed consent of the subjects
2) Protection from physical harm or discomfort
3) Confidentiality regarding subject information
4) A full debrief of the results for subjects afterwards
a process by which a person, typically a minor or someone unable to give legal consent, agrees to participate in a research study after having the study adequately explained to them
informed assent
An IRB, or Institutional Review Board:
Reviews an prospective experiment and either allows or disallows it depending on if it follows necessary guidelines