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External validity
the generalization of the results in a study
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Scientific Method
- method of solving problems that uses the following steps
- 1. defining problem
- 2. Hypothesis
- 3. gather data
- 4. analze data 5. interpreting data
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independent Variable
- the part of the experiment being manipulated,
- also called experimental or treatment
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Analytical research
- type of research that involves in-depth study and evaluation of available information in an attempt to explain complex phenomena
- 1.historical
- 2. philosophical
- 3 reviews
- 4. resource synthesis
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Experimental research
- type of research that involves the manipulation of treatments in an attempt to establish cause and effect relationships
- type of research that can manipulate treatments and establish a cause and effect
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Internal Validity
the extent to which the results for a study can be attributed to the treatments used in study
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Dependent Variable
- The effect of Independent variable
- yield
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Ecological Validity
- Does the seeing have enough of the real-world characteristics to allow generalization to reality
- The research setting perceived by the research participant in the way intended by the experimenter
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Basic Reseach
- Goal: theory driven
- Approach : laboratory
- deal with theoretical concepts, has no immediate concern with application done just for knowledge
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Applied Research
- Goal: immediate solutions
- Approach: real- world settings
- done with a specific question or application in mind
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Descriptive Research
- Concerned with status
- to describe the status of the study's focus
- Common techniques are questionares interviews, normative survey, case studies, job analysis, observational research
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Primary Source
- First hand source of data in research
- original study
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Secondary Research
Source of data in research in which an author has evaluated and summarized previous research
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Nominal scale
Unorganized categories (gender, religion, party)
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Ordinal scale
- Ordered categories
- Differences between adjacent scores are not equal
- Ranked order, cant quantify
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Interval scale
- difference between adjacent score are equal
- An arbitrary zero point
- ie number on a temperature scale, no fixed zero
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Ratio Scale
- There is a fixed Zero
- i.e weight, height, cant go below zero
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Levels of measurement
- Classification system for the types of variables that we encounter research
- 1Nominal 2Ordinal 3Interval 4Ratio
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Between-groups/ between participants/ independent design
Research designs where different participants are allocated to each of the conditions of the study
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Within-groups/ participants design
Research designs where one group of participants takes part in all conditions of the study
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Randomized Control Trial
- Study where participants are randomly assigned to an intervention and control condition and that includes blinding of all people likely to introduce bias in the study
- Gold standard
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Concepts
idea about phenomena of interest
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Evidence-based practice
- Treatments and procedures which are based upon research evidence
- Looking at the available research on a given topic and subsequently basing plans, behaviors, and decisions
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Experiment Design
- a type of design where the researcher manipulates an independent variable to see what effect this has on a dependent variable
- best for establishing causal links between variables
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Confounding Variable
variable that are not centered to your study, but which may be responsible for the effect
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Quasi- experimental research
- Investigate differences between intact groups
- i.e females males, those diagnosed with a disease compared to those without a disease
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Counter balancing
to get rid of bias in a study where half the participants are presented with one order of condition and the other half with the reverse order of condition
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correlational designs
- designs which measure variable to see how they are related
- the relationships between variables
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Causation
what causes variable of interest to change?
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Categorical variables
variables that are made up of categories and involve frequency counts
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Continuous variables
variables that can take on any value on a scale and are not limited to whole numbers
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Discrete variables
variables that are measured using a whole number scale
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operationalize
process of deciding how to measure a concept
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Variable
measured concepts
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Jargon
Special language that is regularly used in a particular field but which may not be meaningful to people outside the field
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