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Archival Measures
Measures in which the researcher consults existing records to measure variables
Archives
Documents or records intended to preserve information
Closed-ended questions
Questions that force a participant to choose one of several possible answers. Can yield quantitative data, with choices that are easily counted or averaged and compared among participants
Double-barreled question/compound question/double-direct question
A question that asks about more than one issue, yet allows for only one answer
Exhaustive
Covering all possibilities
Faking bad
A response set in which participants give answers that exaggerate negative behaviors, characteristics, or symptoms
Internal reliability
Consistency in participants’ performance on items within a test that are intended to measure the same construct or factor
Items
Questions on a questionnaire or in an interview
Leading question
A question designed to elicit a particular response
Loaded question
A type of leading question that involves using emotional wording that would likely trigger an emotional response from participants and influence their answers
Likert scale
A type of rating scale that requires participants to choose one of several points on a continuum to indicate how strongly they agree or disagree with a statement
Multiple-choice questions
Questions that require the participant to select one response from a list of possible choices
Mutually exclusive
The quality of having no overlap
Nay-saying
A response set in which a participant answers questions negatively regardless of the questions’ content
Noise
Meaningless data that make it harder to identify or understand the variables of interest
Open-ended questions
Questions that allow participants to respond in their own words; may provide qualitative data or quantitative data
Participant observation
An observational technique in which a researcher pretends to be a participant (e.g., posing as a member of a group) and surreptitiously gathers data while observing activity as it occurs
Physiological measures
Measurement of variations in participants’ physiological states, usually obtained by using highly calibrated instruments
Qualitative data
Contains detailed, varied responses that can be difficult to compare
Quantitative data
Contains choices that are easily counted or averaged and compared among participants
Ranking scale questions
Questions that require the participant to arrange the options in order of preference or importance
Rating scale questions
Questions that require the participant to rate (i.e., assign a quantitative value to) each item based on a scale
Reliability
The extent to which a measurement is consistent
Response set
A tendency to answer questions in a systematic manner that is unrelated to their content
Reverse coding
A method of scoring answers such that responding Yes earns a point on some items and responding No earns a point on other items
Reverse wording
A method of arranging survey items such that some items are phrased positively and others negatively
Rubric
Contains the objectively correct answers for open-ended questions and can be used to compare responses
Self-observation
A process in which participants record their own actions as they happen
Self-report
A process in which participants are asked to recall what they remember about their past actions or other information about themselves; often used with questionnaires and interviews
Semantic differential scale
A type of rating scale that uses pairs of opposites, such as bad–good, unpleasant–pleasant, or competitive–cooperative, as response anchors at either end of a continuum. Participants are given a topic or statement and respond to it by choosing a point on the continuum that best describes their response
Social desirability
A response set in which participants give answers that are in accordance with social norms or the perceived desires of the researcher rather than genuinely representative of their actual views, behaviors, or symptoms
Split-half reliability
Consistency in participants’ performance on the first half of the test items compared to the second half of the test items
Test-retest reliability
Consistency in participants’ performance when tested twice under similar conditions
Yea-saying
A response set in which a participant answers questions positively regardless of the questions’ content
Block Design
a research design in which participants are divided into relatively homogeneous subsets, or blocks, based on a variable of interest, and from these blocks they are randomly assigned to the experimental or control conditions
Confounding variable (or confound)
a variable other than the independent variable that causes a change in the dependent variable
Contamination by communication
a confound that occurs when participants who have been seen by the researcher communicate their experiences with those who are waiting their turn to participate, such that the waiting participants’ foreknowledge of the experiment confounds the study
Counterbalancing
an arrangement of the experimental conditions in which multiple orders of the experimental conditions are administered and compared; different sequences are assigned to different participants or groups
Double-blind study
a study design in which both the participants and the researchers are unaware of each participant’s study condition
Equivalent
comparable
History effect
the tendency of events or circumstances outside an experiment to influence the outcome, particularly in pretest–posttest studies
Homogeneous sample
a sample group that is unified or similar on all relevant variables
Instrumentation
a change in the measuring device during the course of a study
Internal validity
the degree of confidence with which we can conclude that only variations in the independent variable—and not the action of other confounding variables—caused observed changes in the dependent variable
Interrater reliability
consistent judgment among observers or evaluators such that results do not vary significantly from one to another
Longitudinal study
a study that takes place over a period of time, sometimes several years
Matched-pairs design
a research design involving two groups of participants in which each member of one group is paired with a similar person in the other group
Maturation
naturally occurring time-related changes in participants
Order effect
the influence of the order in which treatments are administered
Participant variables
characteristics that make people unique: age, sex, ethnicity, education, socioeconomic status, marital status, living arrangements, employment status, personal habits, personality traits, and so on
Placebo
a therapeutically inert substance or nonspecific treatment
Placebo effect
this response occurs if participants have expectations about the effects of an experimental condition
Random assignment
a method of assigning participants such that each participant has an equal chance of being placed into each condition or group in an experiment, as opposed to other nonrandom means of assignment
Random selection
the process of randomly choosing participants (i.e., choosing your sample), whereas random assignment is the process of randomly deciding the experimental condition to which each participant will be exposed
Regression to the mean
the tendency of extremely high or extremely low scores to become more moderate (i.e., closer to the mean) with repeated measurement of the dependent variable
Single-blind study
a study design in which the participants are unaware of their study condition
Testing effect (also called practice effect)
the tendency of participants who are tested multiple times to be influenced by this “practice” in a way that changes their performance in subsequent tests
Washout period
the time frame allotted for an administered drug to be eliminated from the body or for a previously administered intervention to become ineffective
Between-groups design
a research design that involves the comparison of two or more groups of participants that each receive a different level of the independent variable
Carryover effect
an order effect in which the outcome of one condition influences the outcome of a condition that follows
Control group
in an experiment, the group of participants that does not receive the independent variable
Counterbalancing
an arrangement in which multiple orders of the experimental condition are administered and compared; different sequences are assigned to different participants
Criterion variable
the dependent variable in regression designs. This is the variable that is predicted
Dependent variable
the variable upon which the independent variable may have an effect
Experimental condition
a level of the independent variable that is manipulated by the researcher in order to assess the effect on a dependent variable
Experimental group (also Treatment group)
in an experiment, the group of participants that receives some level of the independent variable
Factor
an independent variable with two or more levels or groups
Factorial designs
(multifactorial designs) experimental designs in which there are two or more independent variables
Forecast
when a change in one variable is used to predict a change in another variable
Full counterbalancing
a research design in which every possible order of treatments is administered
Independent variable
the variable the researcher manipulates in an experiment
Interaction effect
a possible outcome of a multiple factor design when one independent variable depends on the effect of the other independent variable
Latin square
a type of partially counterbalanced research design in which every participant or group receives every treatment, and every treatment is given equally often in each position of the sequence
Level
the number of treatments or conditions that are represented with an independent variable
Longitudinal study
a study that takes place over a period of time, sometimes several years
Main effect
an overall difference in the levels of one independent variable collapsing over the levels of the other independent variable
Manipulate
to change
Matched-pairs design
an experimental design in which each participant is matched to another participant based on some important variable, and then participants in the pair are each randomly assigned to different experimental conditions
Mixed factorial design
a multifactorial design in which there is at least one between-groups independent variable and at least one within-group independent variable
Multiple regression design
a regression design in which there are two or more predictor variables (independent variables)
Omnibus
the main test for a significant difference in a single-factor design when there are more than two groups
Order effect
the influence of the order in which treatments are administered
Partial counterbalancing
a research design in which experimenters do not use all possible orders but still control for order and sequence effects
Post hoc
a test that isolates a difference identified by an omnibus test in a single-factor design
Posttest
a measurement of the dependent variable after the experimental manipulation
Posttest-only between-groups design
an experimental design in which each participant is exposed to only one experimental condition, and the single score that each contributes to the study is based on a posttest
Predictor variable
the independent variable in regression designs. This is the variable that is used to predict the criterion variable
Pretest
a measurement of the dependent variable before the experimental manipulation
Pretest-posttest between-groups design
an experimental design in which each participant is exposed to only one experimental condition, but contributes two scores based on one pretest and one posttest
Regression
a statistical technique that can be used to predict or forecast a criterion variable (dependent variable) based on one or more predictor variables (independent variables)
Repeated measures
an aspect of a research design in which a dependent variable is measured on repeated occasions
Simple regression design
a regression design with one predictor variable
Single-factor design
an experimental research design with a single independent variable that includes two or more levels
Statistical significance
the likelihood that a relationship between two or more conditions is caused by something other than chance
Washout period
the time frame allotted for an administered drug to be eliminated from the body or for a previously administered intervention to become ineffective
Williams Latin square
a Latin square design that counterbalances multiple conditions while also minimizing the carryover effect between adjacent conditions
Within-group design
an experimental design in which the effects of treatments are observed through a comparison of the scores of the same participants observed under all the treatment conditions
reliability
the trustworthiness or consistency of a measure
validity
the characteristic of being founded on truth, accuracy, fact, or law
parallel forms
Take two equivalent but not identical tests at same time point