Research Flashcards

(50 cards)

1
Q

Prevalence

A

HOW MUCH of a disease exists at a specific point in time

Measures the number of ALL cases (new and pre-existing) of disease/injury in a population at a specific time

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2
Q

Incidence

A

HOW FAST a disease is occurring in a population

Measures the number of NEW cases of disease/injury in a population during a specific period of time

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3
Q

6 main types of studies in order from least to most valid

A
  1. Case Studies
  2. Cross-Sectional Studies
  3. Case-Control Studies
  4. Cohort Studies
  5. Randomized Control Trial (RCT)
  6. Systematic Reviews & Meta Analysis

Sometimes Expert Opinions is listed. It is lower than case studies in validity

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4
Q

Observational study type characterized by very small sample size and no control group

A

Case Studies

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5
Q

Observational study type characterized as a “snapshot” of exposure and outcome at a point in time and measures prevalence

A

Cross-Sectional Study

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6
Q

Which study type measures prevalence?

A

Cross-Sectional Study

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7
Q

Which observational study type begins with first identifying individuals with an outcome, then identifies a group of similar individuals without the outcome (the control group) and is examined retrospectively to determine exposure status?

A

Case-Control Study

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8
Q

Which observational study type begins with first identifying individuals without an outcome and observed over a period of time (prospectively or retrospectively) to observe how a disease or treatment occurs or progresses?

A

Cohort Study

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9
Q

Which study type is the gold standard of research for therapeutic and preventive interventions?

A

Randomized Control Trial

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10
Q

Sample population is not a fair representation of the target population is an example of which type of bias?

A

Selection/Sample Bias

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11
Q

Participants in a study systematically provide inaccurate or biased responses or behavior is which type of bias?

A

Subject Bias

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12
Q

When a study participant intentionally states a different response when they know they’re being watched

A

Hawthorne Effect

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13
Q

Null Hypothesis

A

Predicts no statistical significance between the variables being studied.

Example…If studying the effects of vaping and caries…the null hypothesis would state that there is no correlation between vaping and caries. The Alternative Hypothesis would be that there IS a correlation between vaping and caries

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14
Q

Alternative Hypothesis

A

Predicts statistical significance between the variables being studied

Example…If studying the effects of vaping and caries…the null hypothesis would state that there is no correlation between vaping and caries. The Alternative Hypothesis would be that there IS a correlation between vaping and caries

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15
Q

3 measures of Central Tendency

A

Mean, Median, and Mode

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16
Q

3 measures of variability

A

variance, standard deviation, and percentiles/quartiles

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17
Q

3 measures of distribution

A

symmetrical, positive skewed, and negative skewed

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18
Q

How do you measure standard deviation

A

square root of the variance

variance is the measurement of the spread of data from the mean in a data set

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19
Q

what are the percentages associated with 1, 2, and 3 standard deviations of the mean

A

1 standard deviation: 68%

2 standard deviations: 95%

3 standard deviations: 99.7%

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20
Q

What type of distribution?

A

Positive skewed

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21
Q

What type of distribution?

A

Negative skewed

22
Q

What type of distribution?

23
Q

Typical p-value

24
Q

If p < 0.05, what does this mean?

A

It indicates statistical significance and we reject the null hypothesis.

It’s like saying there’s less than a 5% chance that the evidence we’ve obtained from a study happened due to random chance and that there must be (for example) a correlation between vaping and caries, so we would reject the null hypothesis that states there is no correlation between vaping and caries.

25
What does PICO stand for?
26
Type 1 error
False Positive
27
Type 2 error
False negative
28
Formula for statistical power
1 - B (beta) ***B = probability of a type 2 error***
29
Sensitivity
True positive rate
30
Specificity
True negative rate
31
Sensitivity formula
TP / (TP + FN) TP = True positives FN = False negatives
32
Specificity formula
TN / (TN + FP) TN = True negatives FP = False positives
33
Risk formula
34
Odds formula
35
Risk ratio formula
36
Odds Ratio
***this is a high yield formula on the INBDE***
37
Confidence level formula
1 - a ***a is the same value as the p (i.e. 0.05)***
38
What type of graph is this?
Forest Plot
39
What type of graph is this?
Boxplot or Box and Whisker Plot
40
The results section states that the p > 0.05. What is the interpretation of this result?
a p-value greater than 0.05 suggests that the outcome is more likely due to chance, and the data is not statistically significant. We fail to reject the null hypothesis
41
The results section states that the p < 0.05. What is the interpretation of this result?
When the p-value is less than 0.05, it indicates that the outcome is statistically significant, and it is less likely to have occurred by chance. We reject the null hypothesis in favor of the alternative hypothesis
42
A t-test is associated with which type of distribution?
Normal/symmetrical distribution (normal bell curve graph, neither positively nor negatively skewed)
43
________ Occurs when participants recall past exposures differentially. Example: Traumatic events, in particular, are more likely to be remembered and reported
Recall Bias
44
Bias type? The systematic differences between participants who drop out of a study and participants who remain within a study
Attrition Bias
45
Associated with which hypothesis type?
Null Hypothesis
46
Associated with which hypothesis type?
Alternative Hypothesis
47
_____ measures the spread between numbers in a dataset
variance
48
Understand this graph
49
Understand this graph
50
Understand this graph