Module 3 - Quantitative research Flashcards

1
Q

Quantitative research

A

Confirmatory approach to research that answers research questions by collection of numerical data.

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2
Q

Purposes of Quantitative research

A

description
prediction
control
explanation

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3
Q

Ontology

A

inherent understanding of reality and truth, as perceived by the researcher

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4
Q

Epistemology of quantitative research

A

Knowledge is constructed through empirical confirmation of scientific method.
Researchers are objective, bias-free, value-free, distant.

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5
Q

Quantitative research questions

A

A question about the relationship that exists between two variables.

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6
Q

Forms of quantitative research questions

A

Descriptive
Predictive
Causal

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7
Q

Descriptive questions

A

What changes over time or over different situations?
How much? How often?
Identify the degree of relationship between two or more variables.

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8
Q

Predictive questions

A

Ask whether one or more variables can be used to predict some future outcome.

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9
Q

Causal questions

A

Compare different variations of some phenomenon to identify the cause.

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10
Q

Sampling

A

Process of creating a sample from a population.

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11
Q

Random sampling

A

All members of the population have an equal chance to be selected.

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12
Q

Non-random sampling

A

a criterion or factor influences the selection.

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13
Q

Population

A

Total group under study

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14
Q

Sample

A

Smaller group within the population

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15
Q

Data collection - quantitative

A

Tests are most common
Achievement, aptitude, affective, standardized
Scaled surveys
Numeric data

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16
Q

Research Methods - quantitative

A

Experimental

Non-experimental

17
Q

Quantitative experimental research

A

Manipulate variables in a controlled environment.

Random sample and random assignment.

18
Q

Quantitative Non-experimental research

A

Correlational (relationship between variables)
Predictive (examine prediction of future levels of a variable)
Causal-comparative (how different groups vary on a variable or variables)
Something will be non-random (sample or assignment)

19
Q

Estimation

A

estimate the population’s characteristics based on the sample

20
Q

Hypothesis testing

A

test specific hypothesis about population based on their sample data

21
Q

Report creation

A
Title page
Abstract
Introduction
Method
Results
Discussion
References
22
Q

Quantitative variable

A

varies in degree or amount of a phenomenon

23
Q

Categorical variable

A

made up of different types or categories of a phenomenon

24
Q

Independent variable

A

Variable which causes changes to occur

25
Dependent variable
Changes affected by another variable | Ex: amount of studying (IV) affects test scores (DV)
26
Mediating (intervening) variable
Comes in between other variables
27
Moderator variable
How relationship changes under different conditions
28
Extraneous variable
May compete with the IV in explaining an outcome
29
Random selection
Every member of a group has an equal chance of being chosen.
30
Random assignment
Participants randomly placed in control or experimental group.
31
Causal comparative research
Examines relationship between two or more categorical independent variables and one or more quantitative dependent variables
32
Correlational research
Study of the relationship between one or more quantitative independent variables and one or more quantitative variables.
33
Positive correlation
When scores on two variables tend to move in same direction
34
Negative correlation
when scores on two variables tend to move in opposite directions