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What are the three roadblocks to critical thinking?
hindsight bias, overconfidence, and perceiving patterns in random events (because of this we cant rely on common sense)
Hindsight bias
the tendency to believe, after learning an outcome, that one would have foreseen it
Overconfidence
we think we know more than we do
Oftentimes random sequences dont
look random
Hindsight bias, overconfidence, and our tendency to perceive patterns in random events tempt us to
overestimate the value of commonsense thinking
Scientific Method
a self-correcting process for evaluating ideas with observation and analysis
Theory
an explanation using an integrated set of principles that organizes observations and predicts behaviors or events
summarizes and simplifies
produces testable predictions
Hypotheses
a testable prediction, often implied by a theory
Operational definitions
a carefully worded statement of the exact procedures (operations) used in a research study
Replicate
repeating the essence of a research study, usually with different participants in different situations to see whether the basic finding can be reproduced (replication is confirmation)
Descriptive methods
describe behaviors (often by using case studies, surveys, or naturalistic observations)
Correlational methods
associate different factors or variables (anything that contributes to a result)
Experimental methods
manipulate variables to discover their effects
starting point of any science
description
Professional psychologists
draw conclusions through case studies, naturalistic observations, and surveys
Case study
a descriptive technique in which one individual or group is studied in depth in the hope of revealing universal principles
Naturalistic observations
descriptive technique of observing and recording behavior in naturally occurring situations without trying to manipulate or control the situation
Survey
a descriptive technique for obtaining the self-reported attitudes or behaviors of a specific group (usually by question could affect people expressed opinions)
Phrasing of a question could affect
peoples expressed opinions
Sampling bias
a flawed sampling process that produces an unrepresentative sample
Population
all those in a group being studied, from which samples may be drawn
Random sample
a sample that fairly represents a population because each member has an equal chance of inclusion (random number generator, used in well done survey, creates rep survey sample)
Correlate
a measure of the extent to which two factors vary together, and thus of how well either factor predicts the other
Correlation Coefficient
a statistical index of the relationship between two things
can range from -1.0 to +1.0
finds how closely 2 things vary/ how well one predicts the other
Variables
anything that can vary and is feasible and ethical to measure
Scatterplots
graphed cluster of dots, each of which represents the values of two variables
Slope of points
direction of relationship between variables
Amount of scatter
the strength of the correlation (little scatter=high correlation)
Correlation research
reveals relationships (doesn’t explain them)
Illusory Correlation
perceiving a relationship where none exists, or perceiving a stronger-than-actual relationship
Regression toward the mean
tendency for the extreme or unusual scores or events to fall back toward the average (the illusion that incontrollable events correlate with our actions)
Experiments aim to manipulate an ___, measure a ___, and control ___.
independent variable, dependent variable, and confounding variable
Experiment
when an investigator manipulates one or more factors to observe the effects by 1) manipulate factors and 2) keep other factors constant
Experimental group
group exposed to the treatment
Control group
group not exposed to the treatment
Randomly assign
assigning participants to experimental and control groups be chance, thus minimizing preexisting differences between the different groups (equalizes the two groups)
Double-blind procedure
when both research participants and staff are ignorant about whether the research participants and staff are ignorant about whether the research participants have received treatment or a placobo
Placebo effect
experimental results caused by expectations alone
Independent variable
factor that is manipulated
Confounding variable
a factor other than the factor being studied that might influence a study’s results
Dependent variable
outcome that is measured
Operational definitions
specify the procedures that manipulate the independent variable or measure the dependent
Validity
the extent to which a test/experiment measures or predicts what it is supposed to
Psychology science reveals general principles that help explain
behaviors
Animal Protection Movement
protests use of animals in research
the two issues:
is it right to place human well-being above animals
what safeguards should protect animal well-being in research
experiments on animals led to increased
empathy and protection
4 parts of the basic ethics codes
obtain potential participants informed consent to take part
protect participants from greater-than-usual harm and discomfort
keep info about individual participants confidential
fully debrief people (explain the research afterwards including any temporary deception)
Informed consent
giving potential participants enough information about a study to enable them to choose whether they wish to participate
Debrief
the post-experimental explanation of a study, including its purpose and any deceptions, to its participants
What do values affect
what we study, how we study it, and how we interpret it
Statistics
tools that allow psychologists to measure variables and then interpret results
Descriptive statstics
numerical data used to measure and describe characteristics of groups
includes measures of central tendency and variation
similar to performance assessments
Histogram
bar graph depicting a frequency distribution (read the scale label and note their range)
Measure of central tendency
single score representing a whole set of data
Mode
most frequently occurring score
Mean
average of data (+ scores and / by # of scores)
Median
middle score in data
Variation
how similar or diverse the scores are
Range
the difference between the highest and lowest scores in a distribution
Standard deviation
a computed measure of how much scores vary around the mean score
uses info from each score
better gauges whether scores are packed together and dispersed
Bimodal distribution
two peaks or humps
Normal distribution
symmetrical
Normal curve
symmetrical, bell-shaped curve that describes the distribution of many types of data (most scores fall near the mean and few near the extreme)
Inferential statistics
numerical data that allow one to generalize and to infer from sample data the probability of something being true of a population
3 Principles of when its safe to generalize
representative samples are better than biased samples
less-variable observations are more reliable than those that are more variable
more cases are better than fewer
Statistical testing can estimate the probability
of the result occuring by chance
Statistical significance
a statistical statement of how likely it is that an obtained result occurred by chance, doesn’t say anything about the importance of the result