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Theory
Explains a phenomenon
Steps of a theory
Hypothesis
Design study
collect data
analyze and draw conclusions
Publish research
Hypothesis
1… a testable prediction —supports theory/ disconfirms theory(if… then….) (is theory testable? fal)
Design Study
2… the type-experiment? survey?
collect data
3
analyze and draw conclusions
4… the statistics
Publish research
5… share your theory with he world/ your peers
Mean
Average 1+2+8/3= mean
Median
Middle number 1,2,3 median=2
Mode
Most common 1,2,3,2, Mode=2
Outlier
random number- not close to your data 1,2,3,3,1,2 outlier=10
correlation
how well either factor predicts the other
Correlation coefficient
Statistical index of the relationship between two things
Correlation coefficient diagram
Perfect positive- 1
Strong positive- .9
weak positive- .5
No correlation- 0
Weak negative- -.5
strong negative- -.9
perfect negative- -1
Variablility
Range, Standard deviation (SD)
Range
low to high 1,2,3,4,5 range=1-5
Standard deviation (SD)
distance a score is from the mean
operational definition
a carefully worded statement of the exact procedures used in a research study… used to check your own bias
Replication
Repeating the essence of a research study with different participant in different situations to see whether the basic finding can be reproduced
population
all of the people in the group studied where the sample may be drawn from
a random sample
sample that fairly represents a population because each member has an equal chance to participate
Experimental group
receives the treatment or manipulation being studies
Control group
does not get the treatment or manipulation being studied
Independent variable
Factor that is manipulated- being studied
dependent variable
the factor being measures, might change when the IV is manipulated
Non experimental methods
Surveys
Case studies- studies on one person
naturalistic observation- to study someone in their natural habitat/ they don’t know
Longitudinal- Follows one group of subjects over a long period of time
Cross sequential-Collects data simultaneously from people of different ages
Cohort sequential- a group of individuals sharing a common characteristic but with varying ages and observed over time in the group
Experimental research
Has an IV-cause which leads to an effect= strongest relationship
The IV is manipulated
it limits extraneous variables
Extraneous variables
3rd v’s or Confounding v’s
Correlations study
the strength between two things
No manipulation (No IV or DV)
used to predict the future
correlated
one trait or behavior goes with another
negative correlation
opposite
positive corelation
same
Strength of corelation
size of the coefficient indicates the strength of an association between the variables (r)
STUDY MESSY DATA
Informed consent
Researchers must inform participant of the nature of the study and obtain their explicit agreement to participate
Coercion
participant cannot be conned, required or excessivly pain, etc. to participate. Subjects must have the right to decline participation or withdrawal their participation any time
confidentially
information about a subject during the course of study must remain anonymous
debriefing
oppeness and honesty are essential to experimentation. Researchers must clear up an misconceptions and soon as the study ends. The experimenterhas the duty to asses carefully the possibility of any potential risk(physical or mental) to participant, inform them of existing risk, and correct t or remove any undesirable consequences of participants
Theory
An explanation using a set of principles that organizes behaviors and predicts behavior or events
explains behaviors or events by offering ideas that organize observatioins
overconfidence
a cognitive bias where individuals have an excessively favorable view of their own abilities, knoledge or judgment which causes them to overestimate performance and underestimate risk
social desirability bias
bias from people’s responding in ways they presume a researcher expects/ wishes
self report bias
bias when people report their behavior inaccuratly
sampling bias
a flawed sampling proces that produces an unrepresentative sample
single blind procedure
experiment procedure in which the research participants are blind about whether they have received the treatment or not
double blind procedure
experiment where both participant and researchers are blind weather the participant has recieved the treatment or not
placebo efect
experiment results cause by expectations alone, not the actual substance or condition you are testing
confounding variable
a factor other than the one being studied that might influence the study’s results
experimenter bias
whenreseachers may unintentiaally influence results to confirm their ownbeleifs
valisity
the extension in which the test or experiment measure or dredicts whatit is supposed to do
quauntitative research
research method that relies on the number data
qualitative research
a research method that relies on in depth narrative data that are not translated into numbers
normal curve
meta analysis
statistical signifigance