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101 Cards in this Set
- Front
- Back
7 steps in research design
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1. statement of purpose of research
2. literature review contextualizing issue 3. statement of hypothesis to be tested 4. specification of variables to be employed 5. statement of how each variable is to be operationalized and measured 6 statement of how data are to be organized and collected 7. general discussed on how collected data will be analyzed |
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reactivity
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persons under study modify their behvior in reaction to research
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reliability
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consistency with which a measuring instrument allows assignemnt of values to cases
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subjects
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people who are being studied in a research project
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experimental design
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relationship b/w given stimulus event or other variable in some observable behavior is isolated
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control group
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subjects in a experiment not exposed to independent variable
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test effect
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any difference in pretest and posttest scores of subject due exlucisvely to reponse of pretest
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precision matching
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procedure by which experimental and control groups may be made equivalent thru selection of comprable individuals
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field experiment
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partial application of experimental design in a real world setting
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ex post facto experiment
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experimental controls are simulated in data analysis
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controlled time- series design
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uses control groups to assess the impact of an event
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generalizability
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permits result of research on a limited set of cases to be extended to the population from which those cases are drawn
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representative sample
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all major traits of pop. being sampled are present in the same proportion as the pop. itself
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systematic random sample
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cases are draw from master list by random selection of the first case and application of a selection interval for choosing subsequent cases
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cluster sampling/ multistage random area sampling
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geopgraphic units or their analogs rather than individuals are selected
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stratified sampling
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subgroups are selected on basis of one or more shared characteristics and then sampled seperatley
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quota sample
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cases are selected to fill predesignated distribution of attributes
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sample size
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small group of cases drawn from and used to represent some larger group
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confidence level
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indicator of likelihood that sampe is representative stated in terms of the probability that sample statistic is w/in given confidence interval of a pop. parameter
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semantic differential
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visual scale w/ no numbers used, the surveyer includes numbers at a later date
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exit poll
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poll taken (as by news media) of voters leaving the voting place that is usually used for predicting the winners
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scientific research
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method of testing theories and hypotheses by applying certain rules of analysis to the observation and interpretation of reality under strictly delineated circumstances
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open- ended questions
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allow respondents to answer using their own words
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closed- ended questions
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force respondents to choose answer from limited # of options
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longitudinal surveys
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compares attributes or behaviors of given set of cases at different points in time
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attitudes
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stable and enduring orientations
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mail- in surveys
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mailing questionnaires to respondents and asking that they complete & return them
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telephone surveys
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interviews are conducted over phone
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exploratory research
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designed to discover factors that should be included in theorizing and research on a subject
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quantitative
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statistical comparisions of characteristics of numerial measurement representing cases being studied
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qualitative
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based of researcher's informed understanding of events under study, avoids numerical comparisons of cases
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respondents
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people who respond to an interview or questionnare
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experimental group
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subjects exposed to independent variable
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post- test
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measurement taken after introduction of experimental event
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pre- test
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measurement taken before introduction of experimental event
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solomon 2 control group
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variation of classic experimental design intended to allow researched to identify any test effect present in experiments
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randomization
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procedure for selecting cases for study in which each case in a pop. and each combinations of cases in a given size, has an equal chance of selection
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non- experimental design
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studies in which there is no research design to provide logical basis for causal inference
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time- series design
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seeks to establish causal relationships thru analysis across time
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internal validity
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construct validity that evaluates if measures are accurately evaluation theoretical concepts
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population
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set of cases about which one wishes to draw conclusions
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random sample
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cases are selected from pop. in accordance w/ the principle of randomization
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judgemental sample
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specific cases are puposely selected
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sampling error
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differences b/w attributes of a sample and those of the pop. from which the sample's drawn
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spurious correlation
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2 variables co- bary but only b/c of chance or action of some other variable
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aggregate data
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pertaining to groups of cases of collectivities
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cross- sectional survey
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compares data from different cases @ a single pt. in time
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in- person surveys
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interviewer questions respondent face- to- face
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cohort study
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based on repeated surveys of a specific group at different pts. in time
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descriptive research
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concerned w/ measuring some aspect of reality for its own sake rather than developing or testing a theory
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explanatory research
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uses observations of reality to test hypotheses and help identify or develop an understanding of patterns of behavior in the context of a theory
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stimulus
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independent varialbe in an experiment
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Solomon 3 control group
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variation of classical experimental design intended to allow researchers to identify any influence of maturation on results of experiment
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frequency distrubution matching
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experimental and control groups can be made equivalent by selection of combinations of subjects w/ comprable aggregate characteristics
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quasi- experimental design
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data analysis techniques or data- gathering strategies are used to approximate the degree of control associated w/ experimental research
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regression toward the mean
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natural tendency for extreme values to move toward more typical values over time
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external validity
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degree to which given study relates to other pops.
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sample
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small group of cases drawn from and used to represent larger group
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most different systems design
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strategy for comparative research in which characteristics that differ bw/ units of analysis can be ruled out as explantions for others that are shared
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most similar systems design
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focuses on units of analysis that are very similar, shared characteristics can be held constant when differences b/w units are examined
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degrees of freedom
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number of cells in a table or points alone a regressin line that may be entered w/ being determined by prior entries
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homogeneity
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degree to which members of a given pop. are like each other
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confidence interval
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indicator of accuracy w/ which a pop. parameter can be predicted from sample stat. stated in terms of range of values above or below sample stat of pop. parameter is likely to fall
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parameter
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any characteristic of a pop, as distinct from a characteristic of a sample
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survey research
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technique used in study of individual attitudes, behaviors or attributes
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contigency question
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filtering device used in serveys to ascertain the appropriatness of asking a subsequent question
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trend study
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analysis based on a comparison of the same general pop. at different times
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instrumentation
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creation of a measurement device
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panel study
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employs same group of subjects for a series of observation @ different pts. in time
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questionnare
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survey instrument used in mailed or self- administered surveys
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pilot study
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small scale trial of measures and procudures used to identify in advance any weaknesses in research plan or instrumentation
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direct observation
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technique used primarily in study of group norms and behaviors
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areal group
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defined by residence w/ particular geographic area
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demographic group
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defined by some personal characteristic of its members
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index
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statistical indicator calucated from several variables
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unit of analysis
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smallest component or element about which generalizations are to be made
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index construction
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combining 2 or more related indicators into a single more comprehensive indicator
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additive index
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measure created by combinng indicators of different aspects of the same concept
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raw data
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product of unstandardized or otherwise unprocessed observations
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scaling
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process of combining several indicators of a given concept into a single complex indicator of that concept
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likert scale
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based on asking repondents to report degree to which they agree or diasgree w/ a series of statements selected to represent a trait
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structured observation
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direct observation using a prepared schedule or protocol to record data
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multiplicative index
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single measure constructed from combination of different but related concepts
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summative indicator
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measure of group characteristics created by combing the individual chracteristics of group members
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data transformation
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modicaticatio of data to meet requirements of a particular analysis technique
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demographic group
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group defined by some personal chracteristic of its members
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obtrusive research
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research employing obtrusive measures
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unobtrusive research/ measure
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intentionally avoids influence the behavior of research subjects
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ecological fallacy
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improper use of aggregate data to draw conclusions about the characteristics of individual cases or groups
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Galton's problem
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task of testing for effects of diffusion in comparative research
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parsimony
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presentation of material as efficiently as possible, simplicity in a theory
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scale
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series of indicators that can be ordered to rank cases according to the degree to which they manifest a concept
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Gutman scaling
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provides internal criteria for determining the degree to which a set of items exhibit unidimensionally
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weighted index
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socres on one variable have been standardized by reference to scores on some other variable in order to faciliate valid comparison of index scores for different cases
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data archives
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collections of results of previous research
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4 parts of a survey
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1. introduction/ explanation 2. warm- up questions 3. substantive questions 4. demographic/ascriptive questions
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cross- section
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compares data from different cases @ a single pt. in time
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standardized measures
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adusted so as to allow valid comparisons among units of different sizes in the analysis of aggregate data
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scale score
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single measure of how much a subject has of a given attribute measured by a scale
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unstructured observation
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direct observation using notes but not a prepared schedule or protocol to record data
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syntality indicator
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measure of some quality or characteristic of a group as a whole
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