Science of Practice Flashcards

1
Q

What is a Chi-squared test?

A

Non-parametric test of statistical significance for bivariate tabular analysis - enables analysis between 2 categorical variables

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2
Q

What is a Student’s t-test

A

Compares data that is fully paired or matched - usually before and after measurements of the same variable or how a single group of test participants did under 2 different test conditions

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3
Q

What is Kendall’s rank correlation?

A

Nonparametric measure of strength and direction of association that exists between 2 variables measured on a scale

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4
Q

What is linear regression?

A

Linear relationship between 2 variables but does not allow analysis if this could have occurred by chance

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5
Q

What is incidence?

A

Rate of new disease cases occurring within a population over a specified period

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5
Q

What is negative predictive value?

A

Chance the patient definitely does not have the condition if the test is negative

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5
Q

What is Parametric Pearson’s correlation coefficient?

A

Describes how well a set of data fits the proposed regression line but does not allow analysis to see if this could occur by chance

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6
Q

What is positive predictive value?

A

Chance the patient definitely has the condition if the test is positive

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7
Q

What is a two-sample t-test?

A

Compares the means of 2 groups of normally distributed data and continuous data

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7
Q

What is a case control study?

A

Investigates potential associations between exposures and outcomes especially when the outcome is rare.

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7
Q

What is an odds ratio?

A

The odds of an individual with a disease having been exposed to a risk factor, divided by the odds that a patient without a disease having been exposed to the risk factor.

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7
Q

What is Fishers exact test?

A

Used where data is categorical rather than continuous.

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7
Q

What is precision?

A

Closeness of agreement between independent test results - evaluated consistency and reliability of a test in producing similar outcomes if reproduced

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7
Q

What is the Mann-Whitney U test?

A

Comparing 2 independent groups, especially when samples sizes are small. Does not assume a normal distribution of data.

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8
Q

What is a parallel trial?

A

2 separate treatment groups running consecutively and then compared. Each patient is exposed to a single treatment option only.

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9
Q

What is relative risk?

A

Compares risk between 2 groups of people with the same denominator

10
Q

What are line charts useful for?

A

How a numerical value changes over time

11
Q

What are scatter plots good for?

A

Relationships between 2 continuous variables

12
Q

What is a histogram used for?

A

Like bar charts but used specifically for numerical data that is categorised and show frequency distribution.

13
Q

How is positive predictive value calculated?

A

Dividing the number of true positives by the total number of positives

13
Q

How is sensitivity calculated?

A

True positives/(true positives + false negatives)

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15
Q
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