Biostats Flashcards

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1
Q

What is a case control study?

A

Select pts with dz (cases) and those wo dz (control) and RETROSPECTIVELY determine exposure

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2
Q

What is a cross sectional study?

A

Prevalence study. Ie a survey.

Of looking at ppl w heart disease and then making them go thru img test to calculate their calcification score

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3
Q

What types of prevention are there? Primary, secondary, tertiary? Primordial?

A

Primordial- before risk factor develops
Primary - for those at risk, before disease develops
Secondary halt disease process
Tertiary when disease has become advanced and now try to limit disability- ie cabg or pulm rehab
Quarternary preventions - HEALTH SYSTEM- using EMR to prevent extra catheterization

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4
Q

95% of pts lie within how many standard deviations?
99.7%?
68%?

A

2 standard deviations from the mean
3 SD
1 SD

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5
Q

Funnel plot is used to asses what type of bias?

A

Publication bias
X axis has treatment effect, y axis is standard error
No bias means 95% of the studies lie in triangle
Larger studies are at top and narrow spread bc more powerful. Smaller studies wide and on the base of triangle

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6
Q

Funnel plot is used to asses what type of bias?

A

Publication bias
X axis has treatment effect, y axis is standard error
No bias means 95% of the studies lie in triangle
Larger studies are at top and narrow spread bc more powerful. Smaller studies wide and on the base of triangle

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7
Q

What is best answer for the NET CLINICAL BENEFIT of a drug??

A

Answer should include the beneft and harm (ie intracranial bleed). Not just the benefit.

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8
Q

Important features of randomized controlled trials include randomization, blinding, and intention to treat analysis. ITT is to preserve what

A

Randomization. Regardless of if they drop out or die or didnt finish tx

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9
Q

What is external validity?

A

How applicable the results are or how representative they are to the desired population

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10
Q

What is type II error?

A

When a study FAILs to reject null hypothesis that is false. Depend on power of the study to detect a difference when a difference exists.

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11
Q

Which is better measure of central tendency in a strongly skewed distribution? Mean or median?

A

Median

If normally distributed then mean is best.

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12
Q

What is type I error?

A

False positive

Study incorrectly rejects null hypothesis that is true

Reflects the significance

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13
Q

Define: Case fatality

Mortality

A

Case fatality is porportion of ppl on specific gp who die

Mortality is prob dying from condition in general population

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14
Q

What would using one tailed test do to the power?

A

Incr power bc only look at effect in one direction

When you see alpha, that is the p value or statistical significance

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15
Q

How to calculate incidence ratio?

A

Number of observed cases/expected cases

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16
Q

What test uses p value and F to study mean values between groups?

A

Anova - analysis of variable

Fischers test only when small sample

Mcnemar test comparing two proportions where pts serve as own control

17
Q

Case control studies measure what?

A

Association

18
Q

How to calculate relative risk?

A

Risk in exposed/risk in unexposed

19
Q

What is attributable risk? Ie what percent of ischemic strokes observed in SMOKER is attributed to smoking status?

A

Risk in exposed - risk in unexposed / risk in exposed

20
Q

What is population attributable risk percent ? Ie what percent of ischemic stroke observed in the POPULATIon is attributed to smoking?

A

Risk in total population - risk in unexposed / risk in total population

21
Q

When does a result become NOT statistically significant if there is CI?

A

If included null value of 1

22
Q

In order to calculate Ntt, how to calculate arr?

A

Risk in group-risk jn placebo. Then ntt is 1/arr

23
Q

When asked to find group with selection bias, what do you look at?

A

The N in both the observed group and treatment group should all be accounted for. If only 33% of the ppl had their ferritin levels measured then that is not representative of the target population

24
Q

A study shows significance in use of new inhaled agent with mean number of rescue uses 22.6 vs 24.1 withh p value 0.04. What does this study lack?

A

Clinical significance!!

Just like how a new antihtn which lowers significantly by 0.5 mmhg doenst matter

25
Q

How to calculate
Positive likelihood ratio
Neg likelihood ratio

A

Positive likelihood = sensitivity/(1-spec)

Neg likelihood= 1-sense/spec

These do not depend on prevalence

26
Q

When a study uses a test ie colposcopy on pap abn women and also performs pap on women w normal pap what is this trying to reduce

A

Verification bias

27
Q

What is smr the standardized mortality ratio?

A

Number observed deaths/expected number deaths

28
Q

What is this kind of study
Crossover study
Cross sectional
Factorial study

A

Crossover is experimental where expose to diff tx sequentially

Cross sectional is observational

Factorial study is experiment where use more than 2 interventions in all combinations. Je randomize pts to glutamine, antioxidants, both or nothing

29
Q

sensitivity vs ppv

A

Sensitivity is percent of predicting dz if it is present

Vs ppv is ratio of having the disease given positive result

30
Q

Rr of 0.4 can be thought of as what percent

A

40%

31
Q

Odds ratio

A

Odds are lower!!

Ie 0.25

32
Q

How to calculate NNH

How to calc attributable risk

A

Need artributable risk incidence of dm in exposed minus incidence in nonexposed

18.9/1000-16.9/1000=0.002
NNH = 1/Atrributable risk=500

33
Q

Screening test should have high

A

SeNsitivity!!!! To rule out

34
Q

If the tail (less side) is to the right then the orders of mean median node are from left to right

A

Median mode mean