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
Q

Dependent variable

A

Changes affected by another variable

Ex: amount of studying (IV) affects test scores (DV)

26
Q

Mediating (intervening) variable

A

Comes in between other variables

27
Q

Moderator variable

A

How relationship changes under different conditions

28
Q

Extraneous variable

A

May compete with the IV in explaining an outcome

29
Q

Random selection

A

Every member of a group has an equal chance of being chosen.

30
Q

Random assignment

A

Participants randomly placed in control or experimental group.

31
Q

Causal comparative research

A

Examines relationship between two or more categorical independent variables and one or more quantitative dependent variables

32
Q

Correlational research

A

Study of the relationship between one or more quantitative independent variables and one or more quantitative variables.

33
Q

Positive correlation

A

When scores on two variables tend to move in same direction

34
Q

Negative correlation

A

when scores on two variables tend to move in opposite directions