Quantitative Flashcards

1
Q

What are the central tendencies?

A

Mean, mode, median

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2
Q

When would you use a Mann Whitney U test?

A

Non parametric data and when you’re comparing two different groups of people

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3
Q

When would you use a Wilcoxon sign rank test?

A

Non - parametric data
Comparing the same group of people under different conditions/time points

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4
Q

When would you use a paired t test?

A

Parametric/normal distribution data
comparing the same people under different conditions or different time points

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5
Q

When would you use an Unpaired T test?

A

Parametric data
Comparing two different groups of people

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6
Q

If the P value is greater than 0.05, what does this mean in terms of the data?

A

The data is not significant
Accept null hypothesis

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7
Q

If the P value is less than 0.05, what does this mean in terms of the data?

A

The data is significant
Reject null hypothesis

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8
Q

What is the P value?

A

Probability of error
It tells us if the data is significant or not, tells us if it is down to chance

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9
Q

What central tendency and variance would you use for normally distributed data?
What will the graph look like?

A

Mean and standard deviation
The graph will be a bell shaped curve

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10
Q

What central tendency and variance would you use for not normally distributed data?

A

Median and interquartile range

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11
Q

What does the R value show?
What does it mean if the R value is positive?

A

Strength and direction of the relationship
The relationship is positive (1 = really well correlated)

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12
Q

What is intention to treat analysis?
Why is this a bad thing?

A

Involves people that didn’t take part in the activity
Doesn’t tell you if the thing you’re researching actually works

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13
Q

what is pre-protocol analysis?

A

Only involves the people that take part in the study involved in the data

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14
Q

What are the 2 excel short cuts for standard deviation and what do they mean?

A

STDEV.P (population)
STDEV.S (sample)

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15
Q

What is a parallel design?

A

Subjects are randomly allocated to different groups and they will stay in that group throughout the whole study

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16
Q

What is a cross over design?

A

Where participants are randomly allocated to study arms where everyone does everything

17
Q

What is a single blind trial?

A

On of either the participants or the researcher is aware of the group allocation

18
Q

What is a double blind trial?

A

Neither the researcher or the participants are aware of the group allocation

19
Q

What is a placebo?

A

Sham substance or treatment which is designed to have no therapeutic value

20
Q

What is a prospective design?

A

Follows participants in time, observing them and collecting data at regular intervals

21
Q

What is a case-control study design?

A

Type of observational study identify factors that may contribute to a specific outcome. Compares people who have a condition with those who don’t to determine factors

22
Q

How would you work out median on excel?

A

= MEDIAN

23
Q

How would you work out mean on excel?

A

= AVERAGE

24
Q

How would you work out interquartile range on excel?

A

= INTERQUARTILE.INC (1)
= INTERQUARTILE.INC (3)
(3) - (1)

25
Q

What are the levels of measurement?

A

Nominal, ordinal, interval and ratio

26
Q

What is nominal data?
Examples

A

Categories
Gender, race

27
Q

What is interval data?
Example

A

Measured along a scale where each points represents an equal interval or distance
Temperature or IQ scores

28
Q

What is ordinal data?
Examples

A

Rank-order categories from highest to lowest, the intervals may not be equal
Pain ratings,cancer stages

29
Q

What is ratio scale data?
Examples

A

Quantitative data with a true zero
Age, body weight