Quantitative Research Flashcards

(48 cards)

0
Q

What is quantitative research based on?

A

Positivism and post - positivism

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1
Q

What is a paradigm?

A

Pattern of belief and general assumptions

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2
Q

What is methodology in research?

A

A set of principles that directs research

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3
Q

Is quantitative research measurable?

A

Yes

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4
Q

What is pre stated in quantitative research?

A

Aims, objectives and hypothesis

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5
Q

What must procedures be in quantitative research?

A

Standardised

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6
Q

How is quantitative research presented?

A

Statistically

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7
Q

Are the outcome measures of quantitative research valid and reliable?

A

Yes

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8
Q

What three things should results on quantitative research be aimed at?

A

Falsification, establishing casual relationships, establishing association between variables

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9
Q

List 5 features of case control studies

A

Observational study, conducted in retrospect, starts with a condition, matched with a control, unable to attribute causation

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10
Q

Give 4 features of randomised controlled trials

A

Perspective, intervention is given, participants randomly allocated,outcome of interest is measured

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11
Q

What are the 9 constituents of the Bradford hill criteria?

A
  1. Temporal relationship
  2. Strength
  3. Dose - response relationship
  4. Consistency
  5. Plausibility
  6. Consideration of alternative explanations
  7. Experiment
  8. Specificity
  9. Coherence
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12
Q

Give three features of the RCT design

A

Intervention, randomised, outcomes are measured

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13
Q

What is the null hypothesis?

A

No difference between control and intervention arms, assumed at the start of the study. Had to be disproved.

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14
Q

What is a variable?

A

Factor being investigated

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15
Q

An outcome of interest is a

A

Dependant variable

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16
Q

An intervention factor is a

A

Independent variable

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17
Q

What is the target group?

A

Population

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18
Q

What should the sample be representative of?

A

The population

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19
Q

What is probability sampling?

A

Unbiased sample

20
Q

What is non - probability sampling?

A

Selected sample

21
Q

What is simple random sampling?

A

Random selection

22
Q

What is stratified random sampling?

A

Put into groups according to characteristics

23
Q

What is cluster sampling?

A

Random selection of larger units eg hospitals

24
What is systematic sampling?
Random selection at predetermined interviews
25
What are 4 factors effecting sample size?
Attrition, design, measurement, practical
26
What is simple allocation in trial groups?
Tossing a coin
27
What is block allocation in trial groups?
Keeping numbers even
28
What is stratified allocation in trial groups?
Balance chosen characteristics
29
What is single bind?
One person knows which arm they are in but the assessor of the outcome does not know
30
What is double bind?
Neither he assessor of the participant know the arm they are in
31
What is reliability in a trial?
Repeated measurements or assessments provide a consistent result given the same initial circumstances
32
What is the main outcome for a study called?
The primary outcome
33
What does validity in a study mean?
The measured tool measures what it is intended to measure
34
What is the Hawthorne effect?
A participants reaction to being in a study
35
What is data in quantitate research primarily?
Numerical
36
What is descriptive statistics?
Displaying and summarising data in a way which is easily understood
37
What are the 4 levels of measurement?
Nominal, ordinal, interval and ratio
38
Which of the levels of measurement has a fixed zero?
Ratio
39
What are 4 ways of presenting data?
Tables, charts, measures of central tendency, measures of dispersion.
40
Give 2 approaches to statistical analysis
Hypothesis testing - P value | Estimation - confidence intervals
41
What is the P value and what does it vary between?
Probability of obtaining the study results if the null hypothesis is true. Varies between 0-1
42
What does a _<0.05 mean?
Evidence to reject the null hypothesis
43
What is the power of a study?
Probability of being able to detect a difference between he study groups
44
What do confidence intervals measure?
Precision in which the quantity of interest is measured
45
What is a type 2 error?
A false negative result
46
What are stats producing a p value called?
Inferential statistics
47
What is the baseline data?
Data collected before the intervention but after the recruitment