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scientists are pervasive ____; that is, they constantly challenge accepted wisdom in their search for more complete answers
skeptics
_____ empiricism includes observing phenomena, not only directly but indirectly through direct observation of their impact on other subjects
sophisticated
which of the following brings together elements of both empiricism and rationalism
science
the method of acquiring knowledge in which an individual has a hunch or gut feeling but does not rationally examine facts is
intuition
which common method of acquiring knowledge is characterized by acceptance of an idea because it has always been accepted
tenacity
which of the following methods of gaining knowledge is developed through reasoning processes alone
rationalism
which of the following method employs the use of actual sense data
empiricism
a good scientist must
be willing to tolerate uncertainty
saying “research methods are easy so research is easy” is an example of
rationalism
inferences are largely drawn from
empirical observation
in differential research, a _____ variable defines the groups
preexisting
events such as personality, intelligence, stress, and memory are
rational ideas constructed by the researcher
which of the following would not be a fact
a person’s memory
statistical procedures that help determine the statistical significance of the observations are performed during
data-anaylsis phase
theories are
always tentative statements
the deductive theorist
makes predictions based on guiding constructs
since internal conditions are not observable, they must be
inferred
a researcher hypothesizes that criticism and aggresion increase among coworkers when frustration increases. workers are assigned to one of three groups (no frustration, moderate frustration, high frustration). for each group, verbal criticism and aggression are measured. In this example the independent variable is
frustration level
the APA’s ethical guidelines for research with human participants
guarantees a research participant the freedom to withdraw at any time from participation
which of the following is not an example of an observed organismic variable
a participants anxiety
validity
refers to how well a measure or study performs
which of the following is NOT a behavioral variable
a persons socioeconomic status
characteristics of particpants such as age and sex are
organismic variables
the two ways of controlling extraneous variables
the use of high-constraint research designs and the use of general control procedures
we seek to control extraneous variables in research because they
reduce validity
the ______ variable is under the control of the researcher
manipulated variable
an example of a stimulus variable is
the film participants watch as part of the study
why is it important to represent the diversity of the culture in psychological and medical research
because findings in one group may not apply to other groups
which of the following errors will reduce the validity of a measure of the weight of a person without reducing the reliability of the measure
the scale is not properly adjusted so that it always gives a reading that is 6 pounds 2 low
which is not a property of interval scales
a true zero point
what is the best way to reduce measurement error?
develop and apply a good operational definition
what is the relationship between the reliability and the validity of a measure
a valid measure must have reliability
the effective range of a measure helps determining a measure’s
appropriateness for particular group of participants
nominal scales are
naming scales
if a researcher was weighing mice and used an ordinary bathroom scale, what would be in place
floor effects
which of the following is NOT an example of an everyday use of a nominal scale
the ranking of color preferences when ordering a shirt by mail
science combines
rationalism and empiricism
tenacity
a willingness to accept ideas as valid knowledge despite contrary evidence or a lack of supporting evidence
*no demand to examine accuracy oif ideas, no consideration of alternate ideas, and no testing of the ideas through skeptical, critical, and objective review
intuition
the direct acquisition of knowledge without intellectual effort or sensory processing; mysticism, spiritualism, and drug-induced states
feelings
authority
acceptance of ideas as valid knowledge because a respected source claims the ideas are valid
*president, bible, etc
*or people have always accepted it as true
rationalism
a way of acquiring knowledge through reasoning
*all crows are black. i see a crow. therefore, the crow is black
rationalism has its
limitations- accuracy of the premises
*all 4 year old children have fears of dark, Lisa is 4, she has a fear of the dark BUT is this true
empiricism
gaining knowledge through observation, the senses
*experiencing the world outside of logic
naive empiricism
“I won’t believe it unless I see it”
sophisticated empiricism
accepting indirect evidence for a phenomenon
serendipity happens (development by chance)
to scientists with disciplined curiosity and a prepared mind
facts
events that we can observe directly and repeatedly
constructs
rational ideas that are inferred but not proven
reification of a construct
confusing a construct for a fact
inductive reasoning
reasoning from the particular to the general; used to generate theories based on observations
*a researcher who begins with empirical observations and then infers constructs
deductive reasoning
reasoning from the general to the particular, such as when one makes specific predictions about future events based on theories
*using constructs as the basis of making predictions about new observations
parsimonious theory
simple and straightforward, therefore preferred over a complex theory if the theories provide equivalent predictive ability
*single theory to explain multiple things is preferred over multiple theories that explain one thing
functional theories
place approximately equal emphasis on induction and deduction
idea-generating phase
identify a topic of interest to study
*ideas can be generated in many different ways
problem-definition phase
refine the vague and general ideas generated in the previous step into a precise question
*scientist examines already done research and sees how it has been tested and relayed
*goal is to produce more clear questions based on knowledge of previous theory and the scientists own ideas and speculations
procedures-design phase
decide on the specific procedures to be used in the gathering and statistical analysis of the data
*also make decisions about what participants to include
observation phase
use the procedures devised in the previous step to collect your observations
*central in all science
data analysis phase
analyze the data collected using appropriate statistical procedures
*describe, evaluate, and determine significance in observations
interpretation phase
compare your results with the results predicted based on your theory; Do your results support the theory
*relate the findings to original questions and other concepts and findings in the field
*determine how accurately their theories predict new observations
communication phase
prepare a written or oral report of your study for publication or presentation to colleagues
*journals, books, on internet
*APA style
levels of constraint
degree of systematic control applied in research
5 levels of constraint
naturalistic observation
case study research
correlational research
differential research
experimental research
naturalistic observation
observing participants in their natural environment; researcher should do nothing to limit or change the behavior of the participants
*not bound by a strong hypothesis; free to shift observation whenever
case study research
moving the participants into a moderately limiting environment, intervening to a slight degree, and observing the participant’s responses
*piaget used to study aspects of development in young children
correlational research
quantifying the strength of the relationship between two variables; the researchers must carefully define and precisely follow the measurement procedures
*testing the relationship between obesity and diabetes or social class and religiosity
differential research
comparing two or more preexisting groups of participants, the setting is usually highly constrained, and the measurement procedures must be carefully defined and precisely followed
*males and females, dems and republicans
*preexisting variable
experimental research
assigning participants randomly to groups and then testing each other under a different condition
behavioral variables
any observable response of an organism
stimulus variables
factors that have actual or potential effects on the organism’s responses
*may be specific and easy controllable
*researcher controls these
organismic variables
characteristics of the participants such as age, gender, race, and musical ability
response-inferred organismic variables
someone’s racial attitudes we can’t observe
independent variable
variables that the experimenter manipulates
dependent variable
participant’s responses to these manipulations
manipulated independent variables
experimenter actively controls
non manipulated independent variables
researchers assign participants to groups based on preexisting characteristics
extraneous variables
unplanned and uncontrolled factors that can arise in a study and affect the outcome
constant
set of events that the researcher prevents from varying
validity
the quality or precision of a study, how well it does what it intended to do
*control of extraneous variables aids in validity
the belmont report
beneficence- risk is minimized
autonomy- right to decide
justice- given risks and benefits
deception
giving false information
concealment
witholding some information
debriefing
explaining to the participants the true nature of the deception/concealment as soon as possible
informed consent
*critical safeguard
researchers must provide participants with enough information about the research to enable the participants to make reasonable, informed decisions about their participation
*children can not give consent
institutional review boards
consist of researcher’s peers and members of the community at large; systems establish iRBs to review research proposals to see if they meet ethical guidelines
nominal scale
naming scales; identify
ordinal scales
measure a variable in order of magnitude
interval scales
have properties of ordinal scales in addition to equal intervals between consecutive values on the scale
*like measurement of temp (0 does not mean a lack of degree)
ratio scale
have all the properties of preceding scales as well as a true 0 point
*weight, distance, length, volume, # of responses
measurement error
distorts scores so that the observations do not accurately reflect reality
*wearing shoes one time and no shoes the next
response-set bias
tendency to respond in specific ways regardless of the situation or your experiences
*social desirability, underreporting food intake in a weight loss study
operational definition
definition of a variable in terms of the procedures used to measure and/or manipulate it
*involves drawing on past research
*vary in constraint
reliability
consistent results regardless of who is measuring
interrater reliability
two independent observers agreeing with each other or not
test-retest reliability
testing participants at 2 different times
internal consistency reliability
used when several observations are made to obtain score for each participant
*the more observations we make to obtain a score, the greater will be the internal consistency reliability of the score
effective range
the range over which the dependent measure accurately reflects the level of the dependent variable
ceiling effect
participants already being at the top of the scale before intervention
floor effect
participants score near the bottom of the scale because the scale does not allow a sufficiently low range
validity and reliability
a measure cannot be valid unless it is reliable, but a measure can be reliable without being valid
predictive validity
researcher wants to know if SAT scores predict performance in college