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
Q

_______ 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

A

absolute risk ratio

26
Q

which ratio is more likely to reflect the more accurate assessment of treatment in a study, relative risk ratio or absolute risk ratio

A

ARR

27
Q

what is the general hierarchy of types of research for guidelines (highest level of evidence to lowest level of evidence)

A
  1. Randomized Controlled Trials
  2. Non-randomized cohort studies
  3. Case series or expert opinion
28
Q

_____ studies evaluate large patient populations overtime and reflect patient care in the real world

A

observational studies

29
Q

observational study outcomes can only show

A

associations NOT causations

30
Q

generalizability of evidence to clinical practice is called

A

external validity