Statistics Flashcards

(42 cards)

1
Q

What is the Absolute Risk?

A

The chance of something happening within a group

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q

What is the equation for Absolute risk?

A

ABSOLUTE RISK = (EVENTS/NUMBER OF PARTICIPANTS) x 100

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q

What is an example of absolute risk?

A

20 out of 100 people getting a new drug had a heart attack
The Absolute Risk of heart attack = (20/100)x100 = 20%

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q

What is Absolute Risk Reduction?

A

The difference between the chances of something happening in two different groups

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q

What is the equation for the Absolute Risk Reduction?

A

ABSOLUTE RISK REDUCTION = OLD PERCENTAGE – NEW PERCENTAGE

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

What is an example of the Absolute Risk Reduction?

A

EG: 20% of people getting a new drug had a heart attack
50% of people getting the old drug had a heart attack
The Absolute Risk Reduction (ARR) is 50-20=30%

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
7
Q

What is the Relative Risk?

A

The chance of something happening with the new drug as a percentage of the old drug

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
8
Q

What is the equation for Relative risk?

A

RELATIVE RISK = (NEW PERCENTAGE/OLD PERCENTAGE)x100

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
9
Q

What is an example of Relative risk?

A

EG: 20% of people getting a new drug had a heart attack
50% of people getting the old drug had a heart attack

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
10
Q

What is the Relative Risk Reduction?

A

The percentage reduction in chance of an event from the old treatment

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
11
Q

What is the equation for relative risk reduction?

A

RELATIVE RISK REDUCTION = 100 – RELATIVE RISK

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
12
Q

What is an example of Relative Risk Reduction?

A

EG: 20% of people getting a new drug had a heart attack
50% of people getting the old drug had a heart attack
100 – 40 = 60%

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
13
Q

What is Number needed to treat?

A

How many patients you need to treat with the new drug to reduce 1 event occurring

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
14
Q

What is the equation for Number needed to treat?

A

NUMBER NEEDED TO TREAT = 100/ABSOLUTE RISK REDUCTION

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
15
Q

What is an example of number needed to treat?

A

EG: 20% of people getting a new drug had a heart attack
50% of people getting the old drug had a heart attack
100/30 = 3.333

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
16
Q

What is Specificity?

A

What is the chance of a negative test if you only tested healthy people

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
17
Q

What are the 2 points of specificity?

A

True negative
False positive

18
Q

What does true negative mean?

A

Does not have disease + tests negative

19
Q

What does fale positive mean?

A

Does not have disease + tests positive

20
Q

What is the equation for specificity?

A

SPECIFICITY = TRUE NEGATIVE/(TRUE NEGATIVE + FALSE POSITIVE

21
Q

What is an example if Specificity?

A

EG: 100 healthy people are tested for TB and 10 people test positive
90/(90+10) = 90

22
Q

What is Sensitivity?

A

What is the chance of an affected person testing positive

23
Q

What are the 2 points of sensitivity?

A

True positive
False negative

24
Q

What is True positive?

A

Has disease + tests positive

25
What is false negative?
Has disease + tests negative
26
What is the equation for Sensitivity?
SENSITIVITY = TRUE POSITIVE/(TRUE POSITIVE + FALSE NEGATIVE)
27
What is an example of sensitivity?
EG: 100 people with TB are tested and 95 test positive 95/(95+5) = 95%
28
What does Positive predictive value mean?
If a test is positive, what is the chance the person has the disease
29
What is the equationf for positive predictive value?
POSITIVE PREDICTIVE VALUE = TRUE POSITIVE/(TRUE POSITIVE + FALSE POSITIVE
30
What is an example of positive predictive value?
EG: 100 people with TB and 100 people without TB take a test 95 people with TB test positive 10 people without TB test positive Positive predictive value = 95/(95 + 10) = 90.5%
31
What does negative predictive value mean?
If a person tests negative, what is the chance they do not have the disease
32
What is the equation for negative predictive value?
NEGATIVE PREDICTIVE VALUE = TRUE NEGATIVE/(TRUE NEGATIVE + FALSE NEGATIVE)
33
What is an example of negative predictive value?
EG: 100 people with TB and 100 people without TB take a test 5 people with TB tested negative 90 people without TB tested negative NEGATIVE PREDICTIVE VALUE = 90/(90 + 5) = 95%
34
What does Odds Ratio mean?
The odds of something happening with a risk factor/treatment compared to the odds of something happening without a risk factor/treatment
35
What does an Odds Ratio of more than 1 suggest?
Then the risk factor/drug made it more likely
36
What does an Odds Ratio of less than 1 suggest?
The risk factor/treatment made it less likely
37
What does an Odds Ratio of 1 suggest?
The risk factor/treatment had no effect
38
When does Odds ration tend to be used?
Most often used in case control studies
39
What is the use of a funnel plot?
A way to look for publication bias
40
What does a funnel plot involve?
Compares the size of the study and what conclusion the study found
41
What does a symmetrical funnel plot suggest?
Symmetrical plot = low risk
42
What does an asymmetrical funnel plot suggest?
Asymmetrical plot = high risk