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when is a NI study design appropriate
new drug offers a clinical advantage over existing treatments other than efficacy
NI
make sure new treatment or drug is not unacceptably worse than existing treatment by amount M or greater
non inferiority margin
should reflect the largest clinically acceptable difference between intervention and control
what must active control show
expected effect
M can not be larger than effect of active control placebo should be no chance the intervention is worse than the placebo.
dont measure true effect of active control
well studied single drug placebo controlled trials
how do you determine M
active control vs placebo
determine amount of that effect that researchers are willing to lose for new treatment vs. active control
weaknesses of NI studies
may make it easier to show NI, power becomes important
NI studies alpha
0.025 okay to test for superiority after NI is proven successful
what should be consistent in the data
ITT and per protocol analysis should be used and results consistent
steps to interpret NI study
look at primary endpoint result that shows difference between the two groups
if it shows superiority you are all set
if it does not, does the 95% CI cross M if yes it is inferiority
if no the result is noninferiortiy
The study then continued to the next group sequential analysis, which was performed after 550 adjudicated primary endpoint events had occurred, to rule out a hazard ratio of more than 1.3. This analysis resulted in a hazard ratio of 0.96 and an upper boundary of the one-sided repeated confidence interval of 1.17...
a. inferior to placebo
b. superior to placebo
c. NI to placebo
c. NI to placebo
what is the primary endpoint result
apixaban group: (N=9120) pts with event 212
event rate %/year: 1.27
warfarin group: (N=9081) pts with event 265
event rate %/year: 1.60
hazard ratio 0.79 (0.66-0.95)
a. warfarin is superior
b.apixaban was NI to warfarin
c. apixaban was superior to warfarin
c.
systematic review
stuctured review of existing primary literature to answer a research question
meta analysis
conducted with SR, runs statistical analysis on data to determine overall treatment effect
PRISMA checklist
helps writers write good SR/MA and peer reviewers appraise them
reporting bias
failure to include all relevant studies
publication bias
non significant studies less likely to get published and included
citation bias
studies with more citations are more likely to get included
language bias
studies in less accessible languages dont get included
time lag bias
studies have rushed or delayed publication impacts which ones are included
reviewer bias
failure of an author to use systematic objective methods for study inclusion
what are the ways to test for reporting bias
funnel plot- skewed/asymmetrical shape shows reporting bias
eggers test- P< 0.05 shows significant reporting bias
how do you assess the quality of the included studies
cochrane risk of bias tool to appraise study characteristics and determine if they are high moderate or low risk of bias
heterogeneity of studies in MA
low heterogeneity is desired shows resultts were similar
cochranes Q test
P <0.05 shows significant heterogeneity
higgins test statistic
<25% good
>50% bad
subgroup analysis
important for MA results should be consistent with primary analysis to show robust conclusions
A meta-analysis was conducted in accordancewith the Preferred Reporting Items forSystematic Reviews and Meta analyses(PRISMA) reporting guideline.
A. This is a limitation of the MA
B. This is a strength of the MA
C. Unsure how to answer
B. This is a strength of the MA
Study quality (performed by M.G., U.M.,S.W.) was evaluated using the Cochrane Risk of Bias Tool.
A. This is a limitation of the MA
B. This is a strength of the MA
C. Unsure how to answer
B. This is a strength of the MA
Tests for heterogeneity in SGLT-2 inh MA:
(Q statistic, P = .02; I2 = 64.3%)What is the Q statistic showing?
A. Significant heterogeneity
B. No significant heterogeneity
C. Unsure how to answer
A. Significant heterogeneity
Tests for heterogeneity in SGLT-2 inh MA:
(Q statistic, P = .02; I2 = 64.3%)What is the I2 statistic showing?
A. Significant, high heterogeneity
B. Significant, moderate heterogeneity
C. No significant heterogeneity
D. Unsure how to answer
B. Significant, moderate heterogeneity
Which reference name is matched correctly with its purpose?
A. Yellow Book - therapeutic equivalence
B. Orange Book - principles of immunization
C. Green Book - drug pricing
D. Red Book - travelers' health information
E. Pink Sheet - regulatory and business developments
E. Pink Sheet - regulatory and business developments
Which of the following resource(s) can the pharmacist use to find information on IV drug compatibility? (Select ALL that apply.)
A. King's Guide
B. Koda-Kimble
C. Hansten and Horn's
D. Trissel's
E. Plumb's
A. King's Guide
D. Trissel's
A drug company recently learned that several lots of losartan were contaminated with a human carcinogen. It is unknown what effect consuming this carcinogen in small quantities may have on humans. The company recalls the drug and offers medical care for those exposed. The company plans to conduct a study to determine the effects of this exposure. They will follow people who used the contaminated losartan over time and compare the rates of cancer in people who used the drug to those who were not exposed to the contaminated lot. What study design does this trial represent?
A. Cohort study
B. Case-control study
C. Cross-sectional study
D. Case report
E. Case series
A. Cohort study
A case-control study was conducted to determine the odds of obesity among first grade children who were breast fed as infants.Current height and weight, as well as lifestyle factors and feeding habits during the first year of life, were gathered by interviewing parents of 6-year-old children in several sections of the country.Which one of the following biases may have occurred in this study based on the method of data collection?
A. Surveillance bias
B. Recall bias
C. Correlation bias
D. Selection bias
E. Significance bias
B. Recall bias
A case-control study found that odds ratio (OR) of stroke with vitamin E use was 1.28 (95% confidence interval, 1.12 to 1.95). Which one of the following statements is true regarding the results of this study?
A. Vitamin E increases the risk of stroke by 72%
B. The results are statistically significant because the95% CI does not include 1.0
C. Clinical significance cannot be determined without a p value
D. Vitamin E causes strokes
B. The results are statistically significant because the95% CI does not include 1.0
open label blinding
neither participant or investigator is blinded
single blinded
only participant is randomized
double blinded
participant and investigator are both blinded
triple blinded
the outcome assessor is blinded in addition to participant and investigator
simple randomization
1:1 ratio weakest
blocked randomization
randomizing groups of participants to make sure there are equal numbers in each group
stratified randomization
participants are grouped by a clinical characteristic that can influence the outcome of the trial strongest
allocation concealment
the system responsible for randomizing does not know when the next treatment allocation will be and conceals the results
prevents the knowledge of randomization sequence
allocation is not the same as
blinding
singular endpoint example
a.time til the first occurrence of nonfatal stroke, nonfatal MI, or death of any cause
b.lowered HbA1c
c. pain, nausea and photosensitivity 2 hours after intervention
d. cholesterol level to predict death from heart disease
lowered HbA1c
comprimary endpoint example
a.time til the first occurrence of nonfatal stroke, nonfatal MI, or death of any cause
b.lowered HbA1c
c. pain, nausea and photosensitivity 2 hours after intervention
d. cholesterol level to predict death from heart disease
pain, nausea and photosensitivity 2 hours after intervention
composite endpoint
a.time til the first occurrence of nonfatal stroke, nonfatal MI, or death of any cause
b.lowered HbA1c
c. pain, nausea and photosensitivity 2 hours after intervention
d. cholesterol level to predict death from heart disease
time til the first occurrence of nonfatal stroke, nonfatal MI, or death of any cause
surrogate endpoint example
a.time til the first occurrence of nonfatal stroke, nonfatal MI, or death of any cause
b.lowered HbA1c
c. pain, nausea and photosensitivity 2 hours after intervention
d. cholesterol level to predict death from heart disease
cholesterol level to predict death from heart disease
Which one of the following statistical tests is most appropriate for investigators to use to determine
any statistically significant difference between two groups in chronic hypertension at baseline?A. Unpaired student t-test
B. ANOVA
C. Chi-square
D. Kruskal-Wallis
E. One-sample t-test
C. Chi-square
selection bias
error in choosing the individuals or groups leading to one group being skewed
surveillance bias
one group is followed differently or more closely than the other group
correlation bias
authors state that there is a cause and effect relationship between exposure and the outcome
significance bias
confuse statistical with clinical significance
recall bias
participants do not remember previous events or experiences accurately or omit details
what do we learn from observational studies
association and causation
why do we use observational studies
identify risk factors for diseases
outcome of harmful unethical exposures
rare conditions
which one of the following resources would provide the best review of a drugs pharmacology
a. Remington
b. pink book
c. sanford guide
d. briggs
e. goodman and gilmans
e. goodman and gilmans
A new hospital pharmacist is being trained to evaluate and verify orders for the pediatric medicine units. Which drug information resource/s will be most useful to the pharmacist? (Select all that apply)
a. harriet lane
b. neofax and pediatrics
c. plumbs
d. american academy of pediatrics
a. harriet lane
b. neofax and pediatrics
d. american academy of pediatrics
a pharmacist needs to price a drug in her store which drug reference will list the AWP and the suggested retail price
a. red book
b. package insert
c. index nominum
d. goodman and gilman
e. merck index
a. red book
which of the following was an important lesson learned from the tuskegee syphillis study
a. unethical for clinical trials to withhold known cures or beneficial treatments from the patients
b. unethical for clinical trials to pay or otherwise compensate patients for their time spent in clinical trials
c. unethical to conduct clinical trials in patients with STIs
d. unethical to conduct clinical trials for longer than 10 years
a. unethical for clinical trials to withhold known cures or beneficial treatments from the patients
a pharmacist was too busy to counsel a patient on a new prescription consequently the patient experiences harm from taking the medication incorrectly and seeks legal action against the pharmacist for not counseling. which of the following principles would the pharmacist most likely be liable for violating
a. comparative negligence
b. duty to warn
c. statute of limitations
d. vicarious liability
b. duty to warn
which of the following is a proven way to limit a pharmacists risk of being held liable for negligence
a. being likeable
b. checking info in at least 2 sources
c. not ignoring contrary data
d. all of the answers are correct
d. all of the answers are correct
which of the following is true regarding legal negligence in relation to pharmacy select all that apply
a. negligence applies if a patient experiences harm because of the pharmacists failure to exercise the degree of care that a prudent and reasonable pharmacist would exercise under similar circumstances
b. negligence applies if a patient experiences harm because of the pharmacists consulted the correct source but was unable to locate the right answer
c. negligence applies if the action of the pharmacist could be proven to have theoretically lead to patient harm, even if the patient did not experience any harm
a. negligence applies if a patient experiences harm because of the pharmacists failure to exercise the degree of care that a prudent and reasonable pharmacist would exercise under similar circumstances
c. negligence applies if the action of the pharmacist could be proven to have theoretically lead to patient harm, even if the patient did not experience any harm
which one of the following best describes parameter negligence when providing drug information
a. failure to consult the correct source
b. consulting the correct source but failure to locate the correct answer
c. failure to counsel patients on their medications
d. failure to calculate an appropriate dose
a. failure to consult the correct source
an investigator designs a clinical trial that is intended to disprove that there is no difference between study groups what is the investigator trying to disprove
a. the null hypothesis
b. study power
c. alternate hypothesis
d. risk of type 1 error
e. risk of type 2 error
a. the null hypothesis
per protocol
only patient who followed most of the study procedures are included in the analysis
modified intention to treat
only patients who were randomized and met some other criteria are included in the analysis
intention to treat
all patients who are randomized are included in the analysis
randomized
patient has an equal chance of being assigned to each group
controlled
intervention group is compared to another group that received different treatment
cross over
each patient receives both the active treatment and the control treatment during the trial
parallel
each patient receives one treatment throughout the entire duration of the trial
students t test
continuous data normally distributed 2 groups
fishers exact test
categorial data 2 groups
kruskal wallis test
categorial data 3 groups
wilcoxon signed rank test
categorial data 1 group
anova
continuous data normally distributed 3 groups
which of the following best describes the null hypothesis of a non-inferiority trial
a. new treatment is equivalent to active control
b. new treatment is superior to the active control
c. new treatment is worse than the active control by an amount M or greater
d. new treatment is worse than the active control by an amount less than the non inferiority margin
c. new treatment is worse than the active control by an amount M or greater
true or false
Review articles are a summary of information on a selected topic without performing additional statistical analysis
true
true or false
Meta-analysis articles only use data from previously published clinical trials; they do not collect new data from patients
true
RRR =
1/RR
ARR=
% risk in control group - % risk in treatment group
NNT =(always round up)only calculated for significant dichotomous endpoints
100/ %ARR
NNH =(always round down)only calculated for significant dichotomous endpoints
If the study results in a negative outcome100 / % ARR