faculty claves ap psyc unit 1 history research perspectives resarch methods pp
TRANSCRIPT
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Psychology as a Science
In this discussion we will explore: limits of common sense
science - a method for understanding
methods of science
description
correlation experimentation
evaluating data with statistics
sources of error and bias in research
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How do we know things?
We Just Know It Intuition orCommon Sense
OR
Tried and True Science
Can we trust our intuition?
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Science vs. Common Sense
Why dont we rely on intuition
(common sense)?
1. Hindsight Biastendency to believe,after learning an outcome, that one
would have foreseen it. To find out something has happened, makes it
inevitableI Knew It All Along Phenomenon
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Why dont we rely on
intuition (common sense)? 2. Overconfidencewe tend to think
we know more than we do Humans are usually more confident than
correct.
Try these anagrams: WREAT
ETRYN
GRABE
OCHSA
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Why dont we rely on
intuition (common sense)?Water
Entry
Barge
Chaos
Once people know the target word,
hindsight makes the words obvious. Webelieve that we should have seen thesolution in a shorter period of time.
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Science vs. Common Sense
Common sense and intuition often tellus about psychology
e.g., suppose a study tells us that separationweakens romantic attraction
common sense may tell us -out of sight, outof mind
or common sense may say the opposite -absence makes the heart grow fonder
Common sense can be inconsistent
and based on hindsight
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Science vs. Common Sense
Science helps build explanations thatare consistent and predictive rather
than conflicting and postdictive(hindsight)
Science is based on
knowledge of facts developing theories
testing hypotheses
public and repeatable procedures
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Scientific Inquiry/Research
Facts are what need to be explained objective - viewable by others
based on direct observation
reasonable observers agree are true
Theory is a set of ideas that organizes facts
makes predictions about observations (new facts)
Hypothesis prediction about new facts (often implied by theory)
can be verified or falsified
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Scientific Inquiry/Research
As a check on their bias, psychologistsreport their findings with
Operational Definitions (of Concepts):a statement of the procedures used to
define research variables
Operational Definitions allow others toreplicate the study (repeating the essenceof the study to get similar results).
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Research Methods in
PsychologySetting - field vs. laboratory
Methods of data collection self-report vs. observational
Research plan or design
descriptive correlational
experimental
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Descriptive Research
Describes a set of facts
Doesnotlook for relationships
between facts Doesnotpredict what may influence
the facts
May or may not include numerical data
Example: measure the % of new studentsfrom out-of-state each year since 1980
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Descriptive Research
Types of descriptive research
1. Case Study
In-depth study of one individual
2. Naturalistic Observation
Recorded observation of people or animalsin their natural environmentfocus on aspecific behavior
3. Survey
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Surveys
Wording Effect - need to watch forbias, order of wording, too general
(attractiveness, intelligence)
Sampling
False Consensus Effecttendency to
overestimate others agreement with us Creates the need for a representative sample
of the population
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Surveys
Sampling Contd.
Populationall the cases in a group,
from which samples may be drawn for astudy (e.g. study on studying habitspopulation would be allstudents)
Random Samplesample in which everyperson in a group has equal chance ofparticipating
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Correlational Resarch
Collects a set of facts organized intotwo or more categories
measure parents disciplinary style measure childrens behavior
Examines the relationships between
2 or more categoriese.g., more democratic parents have
children who behave better
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Correlational Research
Correlation CANNOT prove causation Do democratic parents produce better
behaved children? Do better behaved children encourage
parents to be democratic?
May be an unmeasured commonfactor e.g., good neighborhoods produce
democratic adults and well behaved children
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Correlational Research
Scatterplotsgraphed cluster ofdots, each of which represents the
values of two variables See pg. 27 for examples
Correlation Coefficientastatistical measure of relationship Statistical measure of the extent to which
two factors vary together, and thus of
how well either factor predicts the other.
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Correlational Research
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Direction of a Correlation
(slope of the points)
Positive Correlationas one variable
goes up, the other variable tends togo up (so as one goes down, the othergoes down)max. +1.00
NegativeCorrelationas onevariable goes up, the other tends togo down, the inverse is also truemin. -1.00
No Correlationcorrelation is 0.0
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Strength of Correlation
(amount of scatter)
The higher the correlation coefficient
is (without regard to sign) thestronger the correlation is.
The stronger the correlation is, thebetter one variable can predict theother.
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Correlational Research
Correlations make visible relationshipsthat we might otherwise miss.
They also restrain our seeingrelationships that actually do not exist
illusory correlationsperception of a
relationship where none exists(e.g., superstitious beliefs)
Believelikely to notice and recall
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Perceiving Order
As humans we want to make sense of ourworld, so we look for meaningful
patterns.ProbRandom sequences often dont
look randomleads to illusory corr.
If someone flipped a coin six times, which ofthe following sequences of H and T would bemost likely?
HHHTTT HTTHTH HHHHHH
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Correlational Research
A little note about correlation
CORRELATION
DOES NOT PROVECAUSATION!!
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Experiments
Direct way to test a hypothesis about acause-effectrelationship between
variables
One variable is controlled by theexperimenter e.g., democratic vs. authoritarian classroom
The other is observed and measured e.g., cooperative behavior among students
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Experimental Variables
Independent variable the controlledfactor in an experiment
what the experimenter manipulates hypothesized to cause an effect on anothervariable
Dependent variable the measuredfacts/data
hypothesized to be affected
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Independent Variable
Must have at least two levels categories - male vs. female
numeric - ages 10, 12, 14
Simplest is experimental vs. control experimental condition gets treatment
(e.g., gets the new drug) control condition does not
(e.g., gets the placebo)
(created when using a double-blind procedure)
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Experimental Design
Levels may differ between or withinpeople
Within-subject experiment - differentlevels of the independent variable areapplied to the same subject
Between-groups experiment - differentlevels of the independent variable areapplied to different groups of subjects
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Experimental Design
Random sample - every member of thepopulation being studied should have anequal chance of being selected for thestudy
Random assignment - every subject in thestudy should have an equal chance of
being placed in either the experimental orcontrol group
Randomization helps avoid false results
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Experimental Design
Validityextent to which a testmeasures or predicts what it is
supposed toInternalValiditycontrolled for
confounding variables (if randomassignment is violated, can destroy
internal validity)
ExternalValiditygeneralizability(if random sample is violated, can
destroy external validity)
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Sources of Bias
Observer-expectancy effect researcher has expectations that
influence measurements Subject-expectancy effect
subject knows design and tries toproduce expected result
Blinding minimize expectancy by removing
knowledge about experimental conditions
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Blinding
Single-blind study - when subjectsare kept uninformed as to the
treatment they are receiving
Double-blind study - when both
subjects and experimenter arekept uninformed about aspects ofthe study that could lead to
differential expectations
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Double Blind Procedures
Double Blind Procedures allow researchersto check for a treatments actual effects
apart from the placebo effect- experimental results caused by
expectations alone; such as a research
participants enthusiasm for it or thehealing power of belief
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Sources of Bias
Confounding Variables -
Any variable besides the
independent variable that affectsthe dependent variable in one groupbut not the other.
(e.g., placebo takes a study skillsseminar, non random assignment)
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Research Settings
Laboratory a setting designed for research
provide uniform conditions for all subjects
permits elimination of irrelevant factors
may seem artificial
Field research behavior observed in real-world setting
poor control over conditions
measures may be more representative of
reality
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Data-Collection Methods
Self-report - procedures in whichpeople rate or describe their own
behavior or mental state questionnaires
rating scales
on a scale from 1 to 7 rate your opinion of judgements about perceptions
on a scale from 1 to 100 how hot is ...
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Data-Collection Methods
Observational methods - researchersdirectly observe and record behavior
rather than relying on subjectdescriptions naturalistic observation - researcher records
behavior as it occurs naturally tests - researcher presents stimuli or
problems and records responses
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Data-Collection Methods
Cross-Sectional Studiesstudy inwhich subjects of different ages are
compared at a given time
Longitudinal Studiesstudy in which
subjects are followed and periodicallyreassessed over a period of time
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Data-Collection Methods
Meta-Analysiscombine andanalyze data from many studies; it
determines how much of thevariance in scores across allstudies can be explained by a
particular variable