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Research Methods - Test Two
All applicable questions from PowerPoints
59
Other
Graduate
10/01/2016

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Term
Inter-subject variability
Definition
Randomization, Counterbalancing of treatment order, and Case-control sampling of participants would control for what?
Term
Bias
Definition
Participant and tester blinding would control for what?
Term
rejecting a true null hypothesis
Definition
What is a type I error?
Term
failing to reject a false null hypothesis
Definition
What is a type II error?
Term
Type I error
Definition
Alpha level protects against what?
Term
Type II error
Definition
Beta level protects against what?
Term
.2
Definition
What is beta level typically set at?
Term
Experimental power
Definition
the likelihood of detecting an effect of the independent variable, if indeed it has an effect
Term
Central limit Theorum
Definition
The greater the sample size, the more the sample mean resembles the population mean
Term
Target Population
Definition
All people or items with the characteristics the investigator wishes to understand.
Term
Accessible Population
Definition
That part of target population that is available to the researcher.
Term
Sample
Definition
Individuals participating in the study
Term
Demographics
Definition
Characteristic of the participants in a study: age, gender, income, ethnicity, profession, marital status, socioeconomic status, level of education, etc.
Term
External Validity
Definition
Generalization of findings in a study
Term
To recruit enough subjects to meet the sample size required for the study.

To recruit a sample that is unbiased - Representative of the target population.
Definition
What are the two goals of recruitment for a study?
Term
PROBABILITY (RANDOM) SAMPLING
Definition
Each individual in the target population has equal chance of being selected.
Term
Simple random sampling
Systematic random sampling
Stratified random sampling
Definition
What are the three types of random sampling?
Term
NONPROBABILITY SAMPLING
Definition
Sample of convenience or “opportunity sampling”
Term
Purposive or Judgmental Sampling
Definition
selecting individuals with particular characteristics
Term
Snowball Sampling
Definition
experimental participants are engaged in recruiting additional participants
Term
Quota Sampling
Definition
ecruiting individuals to ensure a particular proportion of certain characteristics are represented in the sample
Term
Extraneous variables
Definition
exert a “confounding influence” on conclusions; i.e. threaten internal validity
Term
Internal validity
Definition
Aims to answer whether or not the results of the experiment are correctly drawn.
Term
Better internal validity, less external validity
Definition
High control of extraneous variables results in what for external and internal validity?
Term
History
Definition
An event outside of the research study that can alter or effect participants’ performance THREATS TO INTERNAL VALIDITY.
Term
Maturation
Definition
Natural physiological or psychological changes in research participants as a function of the passage of time THREATS TO INTERNAL VALIDITY.
Term
Instrumentation
Definition
Changes in
dependent variable are actually
a result of change in testing
instrument during the course of
the study THREATS TO INTERNAL VALIDITY.
Term
Testing (Practice)
Definition
Subjects become more skillful at completing the dependent variable task with practice THREATS TO INTERNAL VALIDITY.
Term
Statistical regression (Regression to the mean)
Definition
More extreme or unusual characteristics will have a bigger effect with a small sample. THREATS TO INTERNAL VALIDITY.
Term
Multiple treatment interference
Definition
When multiple interventions are being compared in a study. THREATS TO INTERNAL VALIDITY.
Term
Demand characteristics
Definition
Participants unconsciously change their behavior in anticipation of the hypothesized outcome of the experiment THREATS TO INTERNAL VALIDITY.
Term
Placebo
Deception about dependent variable
Definition
How do you solve for a demand characteristic?
Term
Pre-testing Sensitization
Definition
Participants response to treatment may be influenced by the experience of taking the pre-testing. Thus, pretested population is no longer representative of the target population. THREAT TO EXTERNAL VALIDITY
Term
Temporal
Definition
If it was true when the data was collected, is it still true? THREAT TO EXTERNAL VALIDITY
Term
Ecological Validity
Definition
The extent to which findings from a study can be generalized across settings, conditions, variables, and contexts.THREAT TO EXTERNAL VALIDITY
Term
Quantitative Research
Definition
Studies involving the testing of a hypothesis by comparing a probability (of type I error) against a predetermined alpha level.
Term
Qualitative Research
Definition
Is a systematic, subjective approach (subjective data) to describe or interpret whatever is been researched. The units of analyses are in words, or visual representations (pictures, or objects).
Term
Mixed Methods
Definition
A combination of Qualitative and Quantitative methods
Term
Basic or Pure Research
Definition
Involves generation of new knowledge or development of new theories; not to solve problems
Term
Applied Research
Definition
Scientific method to solve specific practice-related problems; e.g. clinical, education, and socioeconomic studies.
Term
Descriptive Research
Definition
Quantitatively describe data without manipulating an independent variable
Term
Non-experimental study
Definition
The investigator observes variables without manipulating them (no treatment/ intervention). Examples: observation, description, correlation.
Term
Experimental study
Definition
Application of an intervention (manipulation/treatment) and observation of its effect on the outcome. Examples: experimental - Cause and effect.
Term
Cross-sectional study
Definition
Each subject is examined on only one occasion (a single point in time).
Term
Longitudinal study
Definition
Each subject is followed over a period of time (Repeated Measures/Time Series).
Term
Retrospective study
Definition
Uses existing data that have been recorded for reasons more than research.
Term
Case Studies
Definition
An in-depth investigation of a person, a single situation, program, an event, an activity, a proces
Term
Case Series Studies
Definition
Descriptive studies of a few cases. In-depth investigation of multiple individuals
Term
Prospective study
Definition
Data collection or availability of data after the research question is developed.
Term
Explanatory Research
Definition
Focuses on “why” question to develop causal explanations.
Term
Predictive Research
Definition
Is involved with the forecasting of a likelihood of something happening or assessing a relationship between variables.
Term
Causal-Comparative
Definition
Categorize one or more groups based upon level of a certain variable.
Term
Case-control studies
Definition
Exactly two groups:
One with condition
One without condition
To ensure internal validity, other variables must be equally represented between groups
Term
Matched Case-control Study
Definition
For each patient, there is a non-patient who resembles the patient in as many ways as possible except for the condition of interest.
Term
Unmatched Case-control study
Definition
Researchers depend upon sample size and randomization to ensure that patient and control groups are equivalent.
Term
X
Definition
SYMBOLS IN RESEARCH DESIGN - Represents exposure of a group to treatment
Term
O
Definition
SYMBOLS IN RESEARCH DESIGN - Refers to an observation or measurement
Term
R
Definition
SYMBOLS IN RESEARCH DESIGN -Indicates random assignment
Term
N
Definition
SYMBOLS IN RESEARCH DESIGN -Comparison groups not equated by random assignment.
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