Statistics Flashcards

1
Q

what type of research represents the highest grade of evidence for interpreting clinical trials in the literature

A

a large, multi-center randomized control trial

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2
Q

Clinical guidelines issued by a scientific or medical society should be used for what purpose

A

to make clinical recommendations to guide clinicians

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3
Q

In forest plots, relative risk tends to _____ the treatment effect

A

overestimate

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4
Q

What type of research represents the lowest grade of evidence for interpreting clinical trials in the literature

A

editorials (considered expert opionion)

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5
Q

what types of research have low level of evidence

A

nonrandomized cohorts, editorials, observational studies

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6
Q

_______ represent a set of recommendations for practicing clinicians that are derived from a vigorous review of the literature

A

Clinical Guidelines

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7
Q

Guidelines are rules/laws that distinguish whether someone’s clinical practice is legal or illegal. True or False

A

False

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8
Q

what are the purpose of clinical guidelines

A

to organize literature into different topics & further direct more studies

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9
Q

Are clinical guidelines designed to be a rigorous guide for future research

A

no

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10
Q

____ is calculated in the meta analysis & tends to overestimate the treatment effect

A

relative risk

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11
Q

the process by which to improve patient outcomes by providing clinicians with the highest grade of evidence to help make informed decisions is called

A

evidence based medicine

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12
Q

Clinical guidelines should never be a substitute for clinical judgement, true or false

A

true

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13
Q

in the GRADE system of research articles, what type of study has the lowest level

A

observational studies

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14
Q

failure to blind the process or failure to analyze results on intent to treat basis is called

A

bias

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15
Q

in the GRADE system of literature, if the group of experts have strong support from the literature the recommendations lead with the phrase

A

we recommend

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16
Q

in the GRADE system of literature, if the group of experts have weak support from the literature, the recommendations lead with the phrase

A

we suggest

17
Q

in the GRADE system of literature, if the group of experts have insufficient number of trials and results are contradictory the recommendations lead with the phrase

A

no recommendation at this time

18
Q

what is a valuable tool that gives the clinician a quick sense of the strength & consistency of the message from the literature

A

Forest Plot

19
Q

Horizontal lines on the forest plot represent

A

confidence interval

20
Q

if the confidence interval lines on the forest plot don’t touch or pass the_________ than the outcomes between the study & control groups have statistical significance with a p value is <0.5

A

vertical line of unity (null hypothesis)

21
Q

____ measures consistently from one study to the next regarding the patient population & therapy applied

A

heterogeneity (I2)

22
Q

______ shows the likelihood of the outcome effect (example infection) in the study group compared to the control group

A

relative risk ratio

23
Q

If studying the risk of infection in an EN group vs a PN group where the outcome (infection) was the same, the relative risk ratio would be

A

1 (the patients in the EN group are 100% as likely to get an infection as the PN group)

24
Q

if studying the risk of infection in an EN group vs a PN group where the outcome (infection) had a relative risk ratio of 0.74, this indicates a ______ reduction in the infection compared with the control group (PN)

A

26%

100-74 = 26

25
_______ is the number of "events" divided by the denominator or total number of patients in each group & is lower than relative risk ratio so it gives clinicians a more accurate assessment of the treatment effect
absolute risk ratio
26
which ratio is more likely to reflect the more accurate assessment of treatment in a study, relative risk ratio or absolute risk ratio
ARR
27
what is the general hierarchy of types of research for guidelines (highest level of evidence to lowest level of evidence)
1. Randomized Controlled Trials 2. Non-randomized cohort studies 3. Case series or expert opinion
28
_____ studies evaluate large patient populations overtime and reflect patient care in the real world
observational studies
29
observational study outcomes can only show
associations NOT causations
30
generalizability of evidence to clinical practice is called
external validity