Final Exam Study Guide Flashcards

1
Q

what is a population

A

group who you are interested in learning something about

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2
Q

group who you are interested in learning something about

A

Population

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3
Q

what is a sample

A

small group of people from TP included in the actual study (study participants)

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4
Q

small group of people from TP included in the actual study (study participants)

A

sample

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5
Q

where can you find the sample information

A

methods section

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6
Q

what is the sample size and what is an appropriate size

A

how many people being studied; red flag <20 people
Small leads to inconclusive results or random chance dominates outcome

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7
Q

what is a representative sample

A

reflects characteristics of TP
Provides generalizability
Similar to the TP

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8
Q

reflects characteristics of TP
Provides generalizability
Similar to the TP

A

representative sample

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9
Q

what is a power analysis

A

determines if the research manuscript considered sample size when designing their study

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10
Q

determines if the research manuscript considered sample size when designing their study

A

power analysis

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11
Q

what is generalizability influenced by

A

sampling bias & inc/exc criteria

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12
Q

what has an impact on generalizability

A

sampling bias, sample error, small sample size

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13
Q

what is generalizability closely tied to

A

external validity

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14
Q

what is external validity

A

extent to which the findings can be applied to broader populations

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15
Q

what is a non-representative sample

A

only relevant to that sample & not TP
Biased samples, Over and under estimate certain pop attributes, impacts overall validity

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16
Q

only relevant to that sample & not TP
Biased samples, Over and under estimate certain pop attributes, impacts overall validity

A

non representative sample

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17
Q

How to know if sample represents TP

A

similar profile

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18
Q

what is sampling

A

choosing sub-group to represent TP
Process used to pool the sample from the TP
How the sample was chosen

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19
Q

what is sampling error

A

difference between the makeup of the study sample and that of the population of interest
Happens naturally

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20
Q

what is sampling error influenced by

A

sample size & variability in TP

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21
Q

what reduces sample error

A

larger sample

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22
Q

what is sampling bias

A

certain members are more/less likely to be included in a sample than others

Meaningful differences between non-participants and participants

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23
Q

Meaningful differences between non-participants and participants

A

sampling bias

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24
Q

how to determine sampling bias

A

Look for how participants are chosen, demographics are broad, groups that were explicitly excluded?

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25
Q

what is a consort diagram

A

insight into how many potential participants actually enrolled & completed the study

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26
Q

insight into how many potential participants actually enrolled & completed the study

A

consort diagram

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27
Q

Used to record the study outcomes
Indicates if intervention is effective or not
Are they reliable & valid

A

measurements

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28
Q

what are measurement scales

A

quantify, categorize, analyze & report data

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29
Q

what are the measurement scales

A

ratio
interval
ordinal
nominal

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30
Q

describe ratio

A

cannot have - #s, true 0, equal interval bw units, allows for math (+,-,/,x): ex duration, SPL, grip strength, height, weight

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31
Q

describe interval

A

can have - #s, no true 0, equal interval bs units, ex range of motion, BC thresh, temp, allows for math

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32
Q

describe ordinal

A

inherent ranking/ordering, #s have no value, order of finishing a race, agree on satisfaction survey, Likert scale

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33
Q

describe nominal

A

categorize/label variables, #s have no value, no order, ex 1-f 2-m, 3dead

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34
Q

describe binary

A

only allows for two values, ex below 50 & above 50 or yes no

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35
Q

what are the 3 sources, how do you fix them

A

instrument (calibration), person (training/unfamiliar w/ instrument), variable (inherent instability - think BP variability; take multiple measures)

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36
Q

what are the types of errors

A

systemic & random

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37
Q

describe systemic errors

A

occurs in 1 direction & constant magnitude; graph is straight line

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38
Q

describe random errors

A

unpredictable, due to chance; graph is random

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39
Q

concerned with degree of random error in measurement process

A

reliability

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40
Q

Asking if measures are

A

dependable, reproducible, & if measured more than once is the result the same

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41
Q

what are the types of reliability

A

test retest
rater - intra & inter
internal consistency

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42
Q

describe test retest reliability

A

measuring repeatedly & compare results; error due to instrument

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43
Q

what are the rater reliabilities

A

inter and intra

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44
Q

describe intra reliabiity

A

1 person measuring same construct multiple times & do they get same answerd

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45
Q

describe inter reliability

A

multiple raters and calibrated to measure the same thing, do they get the same result

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46
Q

describe internal consistency

A

related to questionnaires & reliability bw set of items measuring same concepts (depression, pain, anxiety, happiness, etc.)

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47
Q

what are good and bad reliability coefficients

A

<.5 poor, .5 - .75 moderate, >.75 - 1 good
Cannot be negative or below 0
Context specific (psychological, motion, ROM, physiological, chemical) - look at previous lit

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48
Q

A measure with perfect agreement will never demonstrate a perfect correlation

A

FALSE
always

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49
Q

Perfect reliable instrument = observed measurement is true

A

true

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50
Q

what is validity

A

is instrument measuring what is intended to

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51
Q

what are the types of validity

A

face
content
construct
criterion

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52
Q

what is face validity

A

instrument is testing what it is supposed to, Weakest form

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53
Q

instrument is testing what it is supposed to, Weakest form

A

face validity

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54
Q

what is content validity

A

items making up instrument adequately sample universe of content that defines the variable measured; useful w/ questionnaires & inventories
Experts subjectively determine if an instrument captures all domains of a construct

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55
Q

items making up instrument adequately sample universe of content that defines the variable measured; useful w/ questionnaires & inventories
Experts subjectively determine if an instrument captures all domains of a construct

A

content validity

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56
Q

what is construct validity

A

establishes ability of instrument to measure abstract construct & which it reflects theoretical components of the construct (QOL, depression, burnout etc)

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57
Q

establishes ability of instrument to measure abstract construct & which it reflects theoretical components of the construct (QOL, depression, burnout etc)

A

construct validity

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58
Q

types of construct

A

convergent
discriminant

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59
Q

describe convergent construct validity

A

tests that are intended to measure same thing actually does so
Compare your outcome measures to established outcome measures of the same construct - should have similar results
Have one test already established & you want to compare your new one

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60
Q

tests that are intended to measure same thing actually does so
Compare your outcome measures to established outcome measures of the same construct - should have similar results
Have one test already established & you want to compare your new one

A

convergent construct validity

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61
Q

describe discriminant construct validity

A

tests that are measuring diff things actually do so (depression from anxiety)
Take an already established outcome measure that assesses another related construct and compare your outcomes to it
Scores should differe because they are measuring different constructs (discriminates between the two)

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62
Q

tests that are measuring diff things actually do so (depression from anxiety)
Take an already established outcome measure that assesses another related construct and compare your outcomes to it
Scores should differe because they are measuring different constructs (discriminates between the two)

A

discriminant construct validity

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63
Q

what is criterion validity

A

assess ability of 1 test to predict results obtained from another (criterion) test; most practical & objective

Indicates outcome of 1 instrument, target test, can be used as a substitute measure for an established gold standard criterion test

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64
Q

assess ability of 1 test to predict results obtained from another (criterion) test; most practical & objective

Indicates outcome of 1 instrument, target test, can be used as a substitute measure for an established gold standard criterion test

A

criterion validity

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65
Q

what are the types of criterion validity

A

concurrent
predictive

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66
Q

describe concurrent criterion validity

A

compares less established/new instrument to gold standard
measuring the same thing with 2 instruments @ the same time

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67
Q

describe predictive criterion validity

A

correlates one thing
Ex: gre test scores to measure succes in grad school or correlates gpa in science to future performance

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68
Q

correlates one thing
Ex: gre test scores to measure succes in grad school or correlates gpa in science to future performance

A

predictive crierion validity

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69
Q

compares less established/new instrument to gold standard
measuring the same thing with 2 instruments @ the same time

A

concurrent criterion validity

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70
Q

Questions to ask in Instrumentation or Outcomes section

A

What are DV of the study
How is each variable operationalized
Potential range of values/scores for each instrument & how are they interpreted
Is there evidence of instrument reliability & validity

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71
Q

what is the target population

A

group to whom you can generalize your results

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72
Q

how do you operationalize the target population

A

Inclusion-characteristics of the population you are interested in studying; characteristics they have to qualify for the study Exclusion-identify attributes that confound study findings

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73
Q

what is the inclusion criteria

A

characteristics of the population you are interested in studying; characteristics they have to qualify for the study

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74
Q

what is the exclusion criteria

A

identify attributes that confound study findings

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75
Q

what is the independent variable

A

variable being manipulated, differs between groups, typically identify levels of the independent , always described as a construct (treatment or intervention)

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76
Q

how to operationalize the IV

A

distinguish bw levels of IV & replicate same procedures in another study

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77
Q

what is the dependent variable

A

the outcome of the study/variable which you expect the see a diff bw groups

78
Q

how do you operationalize the DV

A

describe how it is being measured (what measurement tool will be used to measure the variable & describe the measurement procedures enough detail to replicate the measurement

79
Q

what is internal validity

A

are results caused by the thing you are testing or is it something else influencing it? Accuracy of study, Did show that IV and only IV caused results.

80
Q

what is external validity

A

degree to which the results of study can be generalized to the larger target pop, application to other situations how you can relate the study to the outside world. Can we generalize results beyond the sample, decreases as internal increases

81
Q

Which of the following can directly influence the generalizability of a study?
Sampling bias
Scales of measurements
Inclusion and exclusion criteria
All of the above
Sampling bias and inclusion/exclusion criteria

A

Sampling bias and inclusion/exclusion criteria

82
Q

When recruiting subjects, you should consider whether non-participants (those who decline to be included in the study) differ from participants (those who agree to be included in the study) in any meaningful way. If there is a meaningful difference between non-participants and participants, this may indicate:
Sampling bias
A strict exclusion criterion
The need to stratify your sample
None of the above

A

Sampling bias

83
Q

The study sample will be described in the _________ section of a manuscript.
Discussion
Abstract
Introduction
Methods

84
Q

The generalizability of a study is closely tied to:
Internal validity
Statistical validity
The p-value
Operationalization of the dependent variable
External validity

A

External validity

85
Q

A representative sample is a sample that reflects:
Characteristics of the target population
The researchers’ ability to access the target population
Sample size
All of the above

A

Characteristics of the target population

86
Q

Sampling error refers to:
A respondent’s adoption of a meaningless response pattern, such as “a,b,c. . .a,b,c. . a,b,c.”
The number of groups in the study
Critique provided by an expert panel
The difference between the makeup of the study sample and that of the population of interest
Within group variability

A

The difference between the makeup of the study sample and that of the population of interest

87
Q

In order to determine if the authors of a research manuscript considered sample size when designing their study, you should look for evidence of:
Table 1
A power analysis
A statistically significant effect
Effect size calculations

A

a power analysis

88
Q

A ___________ will provide insight into how many potential participants were actually enrolled in, and completed the study.
Copyright issues
Table 1
Power analysis
Significant result
CONSORT diagram

A

CONSORT diagram

89
Q

A subset of individuals from the larger group of individuals we want to learn something about is called the
Sampling
Sample
Population
Independent variable

90
Q

In most cases, it is impractical to study an entire population because (check all that apply):
It would be cost prohibitive
It would be time intensive
It would be too efficient
It would be difficult to identify everyone in a given population

A

It would be cost prohibitive
It would be time intensive
It would be difficult to identify everyone in a given population

91
Q

A sample that is not representative of the population (check all that apply):
Can underestimate certain population attributes being studied
Can overestimate certain population attributes being studied
Is also known as a biased sample
Will impact the overall validity of a study

A

Can underestimate certain population attributes being studied
Can overestimate certain population attributes being studied
Is also known as a biased sample
Will impact the overall validity of a study

92
Q

Generalizability is dependent upon
A representative sample
The independent variable
A sample that reflects the relevant variables of a population
A sample that reflects the relevant characteristics of a population
The dependent variable

A

A representative sample
A sample that reflects the relevant variables of a population
A sample that reflects the relevant characteristics of a population

93
Q

Which of the following can impact the generalizability of study findings?
Sampling error
Sampling bias
Small sample size
All of the above

94
Q

Measurements are an essential component of any research study.

95
Q

If you cannot trust the study measurements, you cannot trust the study findings.

96
Q

When critically reviewing measurements from a study, you are primarily scrutinizing the measurement’s:
Validity
Randomization
Sampling methods
Reliability

A

validity
reliability

97
Q

Which of the following measurement scales would always allow you to implement mathematical operations?
Ordinal
Ratio
Nominal
Interval

A

ratio
interval

98
Q

Which of the following correctly ranks the measurement scales from most informative to least informative?
Ratio, interval, ordinal, nominal
Interval, nominal, ordinal, ratio
Nominal, ordinal, interval, ratio
Ratio, ordinal, interval, nominal

A

Ratio, interval, ordinal, nominal

99
Q

I measured my patients’ handgrip strength using a dynamometer. I record the measurements in kilograms then classify each patient as 1=weak, 2=normal, 3=strong.
I have converted my data from a(n) _____________ scale to a(n) ______________ scale.
Interval, ordinal
Ratio, interval
Interval, nominal
Ratio, ordinal

A

ratio ordinal

100
Q

I measured my patients’ handgrip strength using a dynamometer. I record the measurements as 1=weak, 2=normal, 3=strong, then classify patients as 1=cleared for participation, 2=not cleared.
I have converted my data from a(n) _____________ scale to a(n) ______________ scale.
Interval, nominal
Nominal, ordinal
Ordinal, nominal
Ratio, ordinal

A

ordinal nominal

101
Q

Primary sources of error include:
The variable
The instrument
The rater
All of the above

102
Q

A _______ error will ALWAYS be in the same direction and in the same magnitude.
Random
Rater
Response variable
Systematic

A

systematic

103
Q

When determining the reliability of a measure, you are likely asking:
How is the dependent variable operationalized?
Are the measurements reproducible?
Are the measurements dependable?
If the variable is measured more than once, will you get the same result?
How is the independent variable operationalized?

A

Are the measurements reproducible?
Are the measurements dependable?
If the variable is measured more than once, will you get the same result?

104
Q

Acceptable intra- AND inter-rater reliability should always be established prior to data collection.

105
Q

____________ reliability is concerned with the stability of data recorded by one rater across two or more trials.

106
Q

Raters and response variables are not considered during _______________ reliability.
Internal consistency
Intra-rater
Inter-rater
Test-retest

A

test retest

107
Q

Which of the following is true?
A measure with perfect agreement will always demonstrate a perfect correlation
A perfectly correlated measure will always demonstrate perfect agreement
A perfectly correlated measure will never demonstrate perfect agreement
A measure with perfect agreement will never demonstrate a perfect correlation

A

A measure with perfect agreement will always demonstrate a perfect correlation

108
Q

When an instrument is perfectly reliable:
The true measurement is random error plus systematic error
The observed measurement is the true measurement
The observed measurement is the true measurement plus random error
The true measurement is the observed measurement plus systematic error

A

The observed measurement is the true measurement

109
Q

If you, as a clinician, review an instrument and make a subjective judgment call that the instrument measures what it intends to measure, you are determining:
Concurrent validity
Face validity
Convergent validity
Content validity

110
Q

If, during the development phase of an instrument, a researcher asks experts (eg, researchers, clinicians, patient) to subjectively determine if an instrument captures all domains of a construct, the researcher is aiming to establish:
Concurrent validity
Face validity
Convergent validity
Content validity

111
Q

Which of the following are classified as types of construct validity?
Convergent
Concurrent
Predictive
Discriminant

A

convergent
discriminate

112
Q

Which of the following are classified as types of criterion validity?
Convergent
Concurrent
Predictive
Discriminant

A

concurrent
predictive

113
Q

If I measured my subjects’ activities of daily living using a scale in which the total score consisted of the sum of their endorsements of 20 items, but chose to report the percentage of subjects who scored below 50 and those who scored above 50, I would be converting my data from a(n) _____ scale to a(n) _____ scale.
nominal, ordinal
ratio, binary
interval, ratio
ordinal, ratio
interval, ordinal

A

ratio
binary

114
Q

Authors of a research manuscript conventionally provide evidence of a scale’s reliability or validity by citing a(n):
Paper in which the scale was used previously
Validation article
Personal communication from the scale’s developer
Analysis conducted during the current study

A

validation article

115
Q

You are interested in studying the effects of prolonged exposure to loud noises on hearing ability. At the end of your study, you realize that your audiogram underestimated hearing threshold by exactly 10 decibels for all study subjects. This means that your hearing ability measures are:
Reliable and valid
Not reliable but valid
Reliable but not valid
Neither reliable nor valid

A

reliable but not valid

116
Q

You are interested in studying the effects of caffeine (low dose vs. high dose) on heart rate. For your study, you have operationalized heart rate as 1=below normal, 2=normal, 3=above normal. Which of the following mathematical operation(s) are permissible on your dependent variable?
Multiplication
Addition
Counting
None of the above

117
Q

You are interested in studying the effects of caffeine (low dose vs. high dose) on heart rate. For your study, you have operationalized heart rate as average number of beats per minute during a 5-minute session. Which of the following mathematical operation(s) are permissible on your dependent variable?
Counting
Multiplication
Average
Division
All of these operations

118
Q

I read a manuscript that reported developing a scale I want to use. The authors reported that the scale is valid. How do I determine if it is reliable?
Find another development article for the scale
Assume that the scale is reliable because it has been shown to be valid
Find another article on the scale’s reliability
Find another scale

A

Assume that the scale is reliable because it has been shown to be valid

119
Q

The developers of the GRE argue that it is capable of predicting performance in graduate school, but the administration at Harvard claims that it does not because it is biased. They are arguing about:
Face validity
Content validity
Reliability
Criterion validity
Discriminant validity

120
Q

One version of the SF-36 quality-of-life scale has been validated for acute stroke patients. The authors of this scale noted that the population they used for validation had suffered a stroke within the last 60 days, and were more than 65 years of age. It is permissible to use this scale for:
Patients who suffered a stroke within the last 60 days
Patients who are more than 65 years of age
Patients who suffered a stroke within the last 60 days, and are more than 65 years of age
Stoke patients
Patients over 65 years of age

A

Patients who suffered a stroke within the last 60 days, and are more than 65 years of age

121
Q

The quality of a manuscript is best evaluated:
Either awful or great
On a continuum
Black or white
Either yes or no
Blue or red

122
Q

The authors of a research manuscript used the Neurobevioural Functional Inventory, but report no validation information for this scale. You are interested in potentially using the results of their study to modify your practice. What should you do?
Search for a validation article for the Neurobevioural Functional Inventory
Ignore the authors’ study because they were too stupid to include validation information
Assume that the Neurobevioural Functional Inventory is valid, and go forward
Validate the Neurobevioural Functional Inventory yourself

A

Search for a validation article for the Neurobevioural Functional Inventory

123
Q

Which of the following are primary components to evidence-based practice?
Clinical expertise
Patient values
Reliable measurements
Best available evidence

A

Clinical expertise
Patient values
Best available evidence

124
Q

Primary research articles collect data from:
The participants
Published research articles
The peer-reviewers
Textbooks

A

participants

125
Q

Secondary research articles collect data from:
The participants
Published research articles
The peer-reviewers
Textbooks

A

published research articles

126
Q

Systematic reviews and meta-analyses can be very useful for busy clinicians because the authors do all of the hard work for you including
Completing a comprehensive search of the literature to find relevant articles
Critically reviewing all of the relevant articles
Incorporating the evidence into your patient care
Offering a concise summary of the findings from the articles

A

Completing a comprehensive search of the literature to find relevant articles
Critically reviewing all of the relevant articles
Offering a concise summary of the findings from the articles

127
Q

The basic structure and sections of the methodology of systematic reviews and meta-analyses include the:
Search strategy
Selection criteria
Assessment of study quality
Synthesis of the evidence

A

Search strategy
Selection criteria
Assessment of study quality
Synthesis of the evidence

128
Q

All systematic reviews and meta-analyses are of good quality.

129
Q

how certain are they that the DV caused the IV

130
Q

if they can convince that manipulation of IV resulted in change in DV you get low risk of bias scores in most categories

131
Q

Primary components to evidence-based practice

A

Clinical expertise, PT values, & best available evidence

132
Q

Primary research methodology (randomized controlled trials, cohort studies, etc.)

A

Study design
Participants
Procedures
study/main outcomes
Data is collected from participants

133
Q

Secondary research articles methodology (systematic & meta-analysis)

A

Search strategy, selection criteria, assessment of study quality, synthesis of evidence

134
Q

Review of databases & sources used to identify relevant articles

A

search strategy

135
Q

Review of the inclusion & exclusion criteria of the articles

A

selection criteria

136
Q

Ensures high-quality studies (e.g., well designed) are weighted more in synthesis of findings

A

assessment of study qulity

137
Q

Stage at which investigators determine if meta is appropriate

A

synthesis of evidence

138
Q

Meta is pursued if included studies are

A

similar enough

139
Q

Can also use _________to determine if meta is appropriate

A

statistical measures of heterogeneity

140
Q

If I square is you can consider meta

141
Q

Uses quantitative methods to summarize current status of evidence by pooling results of similar studies asking the same question

142
Q

what is the purpose of i squared

A

describes the % of variation across studies in a meta-analysis that can be attributed to heterogeneity beyond chance

143
Q

what is a forest plot

A

graphical representation displaying pooled results of included studies

144
Q

what is the 95% CI

A

Estimates what would likely happen if the entire pop was included in the study

want the line smaller

145
Q

triangles/sample size of forest plot

A

contribution of the study to the overall results

146
Q

weight of forest plots

A

How much each study contributes to overall effect
It is a fxn of the sample size and how wide the standard deviation was (smaller = more weight) & how they are calculated

147
Q

overall large triangle at bottom of forest plots

A

Pooled effect size of all included studies

148
Q

Solid vertical line in forest plot

A

null line or line of null effect
No difference between intervention & control group
Divides one result from the other - ratio

149
Q

Each of the following would be included in the methodology of a systematic review EXCEPT:
Synthesis of evidence
Statistical analysis
Search strategy
Study quality assessment
All of the above would be included in a systematic review

A

Statistical analysis

150
Q

The fundamental methodological difference between primary research and secondary research is their __________________ .
Outcome variables
Target population
Unit of analysis
Intervention of interest

A

Unit of analysis

151
Q

The overall quality of a meta-analysis will depend upon __________________ .
The number of articles included in the analysis
Its common effect
The reported effect size across all studies
Its methodology

A

methodology

152
Q

An I-squared value of .90 would suggest that:
The effect of the pooled data significantly favors the intervention group
The effect of the pooled data significantly favors the control group
A meta-analysis should not be performed
Data from multiple studies can be pooled to derive one overall estimate

A

A meta-analysis should not be performed

153
Q

The methodology of a systematic review should be explicit and structured to ensure that readers can:
A. Reproduce the study
B. Assess the overall quality of the study
C. Determine whether the proper statistical analyses were utilized for the study
D. Both A and B
E. All of the above

A

D. Both A and B

154
Q

In a forest plot, if the diamond for “overall effect” crosses the vertical line at “0” this indicates:
The effect of the pooled data significantly favors the intervention group
The effect of the pooled data significantly favors the control group
The difference between the pooled groups is not statistically significant
Significant heterogeneity

A

The difference between the pooled groups is not statistically significant

155
Q

Which of the following would you tend to trust most?
Meta-analysis of cohort studies
Meta-analysis of randomized controlled trials
Meta-analysis of cross-sectional studies
Systematic review of case studies
Systematic review of case-control studies

A

Meta-analysis of randomized controlled trials

156
Q

A systematic review’s “target population” is operationalized by the
Objective
Search strategy
Selection criteria
Bias evaluation
I-squared value

A

selection criteria

157
Q

Which type of research is primarily focused on numerical data and statistical analysis?
Qualitative research
Quantitative research
Both
Neither

158
Q

Qualitative research methods include surveys with closed-ended questions.
True
False

159
Q

Which approach is more likely to use participant observation and interviews for data collection?
Qualitative research
Quantitative research
Both
Neither

160
Q

Cross-verifying data through multiple sources or methods

A

triangulation

161
Q

what is triangulation

A

use of two or more strategies to collect, interpret or analyze information, e.g., combining data from multiple sources: interviews, observations or multiple raters

162
Q

Enhances the credibility of the findings
Validating findings with study participants

A

member checking

163
Q

what is member checking

A

Investigators verify their interpretations about the data with the subjects who provided the information

164
Q

Systematically maintained set of documentation

A

audit trail

165
Q

what is the purpose of audit trail

A

To ensure the research process was systematic and transparent, To check for the confirmability of the study outcomes
, and To verify the consistency and dependability of the findings

166
Q

accuracy and truthfulness of the findings

A

credibility

167
Q

applicability of the study’s findings to other contexts

A

transferability

168
Q

stability and consistency of the data over time

A

dependatbility

169
Q

degree to which the findings are shaped by the participants and not researcher bias

A

confirmability

170
Q

similar to objectivity

A

confirmability

171
Q

similar to reliability

A

dependability

172
Q

similar to external validity

A

transferability

173
Q

similar to internal validity

A

credibility

174
Q

Transferability in qualitative research is similar to which concept in quantitative research?
Internal validity
Validity
Reliability
Generalizability

A

Generalizability

175
Q

What does credibility in qualitative research refer to?
The statistical significance of the results
The size of the participant sample
The potential to replicate the study
The accuracy and truthfulness of the findings

A

The accuracy and truthfulness of the findings

176
Q

Which of the following best describes member checking’s contribution to research?
Increases numerical data accuracy
Reduces the need for data analysis
Enhances the credibility of the findings
Decreases the study’s duration

A

Enhances the credibility of the findings

177
Q

Credibility in qualitative research is similar to which concept in quantitative research?
Generalizability
Validity
Reliability
Internal validity

A

nternal validity

178
Q

Triangulation in qualitative research refers to:
Using three data collection methods only
Limiting research to three participants for depth
Focusing solely on triangular relationships
Cross-verifying data through multiple sources or methods

A

Cross-verifying data through multiple sources or methods

179
Q

What is the primary focus of qualitative research?
Statistical analysis
Understanding human experiences
Predicting future trends
Generalizing findings to large populations

A

Understanding human experiences

180
Q

Which is NOT a purpose of conducting an audit in qualitative research?
To ensure the research process was systematic and transparent
To verify the consistency and dependability of the findings
To assess the financial expenditures of the study
To check for the confirmability of the study outcomes

A

To assess the financial expenditures of the study

181
Q

Dependability in qualitative research is similar to which concept in quantitative research?
Reliability
Internal validity
Validity
Generalizability

A

Reliability

182
Q

Member checking involves:
Checking members’ credentials in a research team
Peer review of the research methodology
Membership in relevant research organizations
Validating findings with study participants

A

Validating findings with study participants

183
Q

Which data collection method is commonly used in qualitative research?
Surveys with closed-ended questions
In-depth interviews
Numerical data analysis
Large-scale experiments

A

In-depth interviews

184
Q

for qualitative studies, which of the following study features would likely indicate a good quality study?
A control group
External auditor
Member checking
Random assignment
Triangulation

A

External auditor
Member checking
triangulation

185
Q

Which is of the following questions would be associated with the critical review of the study sample?
Check all that apply
Is the study sample large and diverse enough to generalize study findings to the target population?
Does the target population look like your patient population?
Are the inclusion / exclusion criteria too strict or narrow?
Did the investigators provide enough details of the intervention for a reader or researcher to replicate?
Were participants recruited from multiple locations to create a diverse study sample?

A

Is the study sample large and diverse enough to generalize study findings to the target population?
Does the target population look like your patient population?
Are the inclusion / exclusion criteria too strict or narrow?
Were participants recruited from multiple locations to create a diverse study sample?

186
Q

Which is of the following questions would be associated with the critical review of the independent variable?
Did the investigators provide enough details of the intervention for a reader or researcher to replicate?
Is the study sample large and diverse enough to generalize study findings to the target population?
Were participants recruited from multiple locations to create a diverse study sample?
Did the investigators provide enough details for the reader to distinguish between the levels of the independent variable?
Are the inclusion / exclusion criteria too strict or narrow?

A

Did the investigators provide enough details of the intervention for a reader or researcher to replicate?
Did the investigators provide enough details for the reader to distinguish between the levels of the independent variable?

187
Q

In critically reviewing a description of the target population, what are you looking for?

A

Inclusion/exclusion criteria
External validity (can the results be generalized, and do these subjects look like my patients?)
How were the subjects recruited (e.g., single center or multiple centers)

188
Q

Critically reviewing the study sample

A

Is the study sample large and diverse enough to generalize study findings to the target population?
Does the target population look like your patient population?
Are the inclusion / exclusion criteria too strict or narrow?
Were participants recruited from multiple locations to create a diverse study sample?

189
Q

Critical review of IV

A

Did the investigators provide enough details of the intervention for a reader or researcher to replicate?
Did the investigators provide enough details for the reader to distinguish between the levels of the independent variable?

190
Q

Critical Review of DV

A

Are the instruments/tools chosen to measure the outcome valid and reliable?

191
Q

if they are valid they are also reliable
But if they are reliable it may not be valid