Stats/data Flashcards

(17 cards)

1
Q

how to calculate NNT

A

100/absolute risk reduction

(so if reduction from 13 to 5%, then it is 100/8=12.5)

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2
Q

How to calculate sensitivity

A

TP / (TP + FN)

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3
Q

how to calculate specificity

A

TN / (TN + FP)

True negatives divided by the total number of people who are actually negative for the condition

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4
Q

Calculate Relative Risk reduction

A

RRR = (CER - EER) / CER

Control Event Rate = risk in placebo group
Experiential Event Rate = risk in treatment group
Absolute Risk Reduction = CER - EER

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5
Q

meta analysis vs systematic review

A
  • MA: a statistical technique to combine quantitative data from multiple studies
  • SR: reproducible search, appraisal, and synthesis of all relevant literature on a specific question
  • MA needs a SR as its foundation
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6
Q

StudyPRN: When is an N of 1 Trial suitable?

A

To investigate the efficacy of an infrequently used medication, e.g. in the management of cancer pain
Measure problem before Tx (baseline) then measure again with Tx and again after terminated

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7
Q

Clinical governance components

A
  • clinical effectiveness
  • risk management
  • patient and public involvement
  • audit
  • staff management
  • education and training
  • information management
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8
Q

Black Triangle ▼ drugs

A
  • New medicine under intensive monitoring
  • All suspected reactions (even minor) need to be Yellow Card reported
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9
Q

When to use Yellow Card

A
  • fatal
  • life-threatening
  • hospitalising
  • or any reaction to Black Triangle drug
    as well as for new drugs, vaccines, and medical devices.
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10
Q

Standards assessment vs needs assessment in audits

A
  • Needs assessment look at what gaps there are to inform future improvement/planning
  • Standards assessment looks at existing practices compared to a standard
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11
Q

What does p=0.01 mean?

A

1% chance of occurring by chance

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12
Q

What does confidence interval mean?

A
  • e.g. 95% confidence level means that if the study were repeated, 95% of calculated intervals would contain the true population parameter
  • If CI goes over 0 then unlikely statistically signif
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13
Q

What is difference between reference range and confidence interval?

A
  • RR refers to individuals = Individual Variation
  • CI refers to estimates = Estimate Precision
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14
Q

Absolute risk reduction

A

New end point minus old

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15
Q

Different levels of evidence

A
  • Ia Meta-anal ofRCT
  • Ib ≥ 1 RCT
  • IIa ≥ 1 controlled study without randomisation
  • IIb ≥ 1 quasi-experimental study
  • III non-experimental descriptive studies (comparative, orrelation, case-control studies)
  • IV expert committee reports / opinions and/or linical experience
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16
Q

Case control VS cohort study

A
  • Case con: Pt with disease are matched with people without disease then compare characteristic / factor across two groups (retro or prospective)
  • Cohort studies enroll two groups based on common characteristic status and compare health outcome (i.e. disease)
17
Q

what is best measure of drug absorption?

A

Bioavailability
area under the curve of plasma conc over time, comparing PO AUC to IV AUC