Exam 3 Flashcards

1
Q

Population

A

All members that meet set criteria for a study

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q

Sample

A

Subgroup of population

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q

Inclusion Criteria

A

Characteristics that will qualify someone eligible for the sample

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q

Exclusion Criteria

A

Characteristics that would preclude someone from being a subject

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q

Characteristics of the sampling section in a research article (2)

A
  1. Conveys validity in your methodology
  2. Gives confidence in your results and discussion
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

Types of probability sampling (4)

A
  1. Random
  2. Stratified
  3. Cluster
  4. Systematic
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
7
Q

Types of non probability sampling (2)

A
  1. Convenience
  2. Purpose
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
8
Q

Random Sampling

A

Type of probability sampling where each member of the pop. has an equal chance of being selected (ex. table of random #s, random # generator); can be difficult to access total pop.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
9
Q

Stratified sampling

A

Type of probability sampling where specific & relevant chars. of the pop. are identified, & members of the pop. are assigned to these groups; ex. social media habits of undergrad students in the state of IL (grouped by year)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
10
Q

Cluster sampling

A

Type of probability sampling where larger pop. is divided into series of smaller units; successive random sampling of series of units; convenient & efficient w/large pops.; ex. perceptions of ICU nurses’ experiences w/physicians in the U.S. (randomly choose 10 states –> 6 hospitals –> nurses from these hospitals)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
11
Q

Systematic sampling

A

Type of probability sampling where inds./clusters are selected according to a predetermined sequence (originated by chance) established in protocol; ex. select every 7th unit

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
12
Q

Convenience sampling

A

Type of nonprobability sampling where subjects are chosen on basis of availability rather than a random selection; can’t assume sample represents the pop., so ability to generalize to pop. is difficult

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
13
Q

Purposive sampling

A

Type of nonprobability sampling where researcher makes specific decisions based upon set criteria rather than simple availability; can be judgmental, selective, or subjective; ex. orthopedic surgeon selects from her pats. after successful knee replacement surgery to participate in a study investigating a new rehab device

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
14
Q

Sampling bias

A

When each member of pop. doesn’t have an equal chance to be part of the study; can be conscious or unconscious

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
15
Q

Conscious sampling bias

A

Type of sampling bias that occurs purposefully; ex. testing new therapy procedure to reduce LBP only on inds. w/minimal pain levels

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
16
Q

Unconscious sampling bias

A

Type of sampling bias that occurs unintentionally; ex. interviewing people at random as they leave a gym about healthy eating habits

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
17
Q

Examples of selection bias (3)

A
  1. Participants want to participate in study
  2. Studies that recruit
  3. Survey research
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
18
Q

External validity

A

Extent to which the results of the study using the sample can be generalized to the population

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
19
Q

In what situation is survey research ideal?

A

When it’s not possible to observe/there’s no need for direct observation

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
20
Q

Advantages of survey research (4)

A
  1. Ease of distribution
  2. Quantitative
  3. Data analysis
  4. Replicable
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
21
Q

Disadvantages of survey research (3)

A
  1. Superficial
  2. Define structure
  3. Based on self-report
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
22
Q

Types of survey questions (4)

A
  1. Open-ended
  2. Rank order
  3. Forced choice
  4. Rating scales (Likert)
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
23
Q

Open Ended

A

Type of survey question that functions to:
-collect a qualitative aspect in the survey
-gain a deeper understanding of a concept
-provide thematic analysis

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
24
Q

Rank Order

A

Type of survey question that functions to:
-bring many factors into the question
-identify a mean rank of each item
-identify freq. of each item ranked

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
25
Q

Forced choice

A

Type of survey question that requires a selected answer; used to understand distribution of respondents in conjunction w/survey concepts/factors

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
26
Q

Likert scale

A

Type of survey question that investigates a behavior, opinion, attitude on a scale (ex. strongly disagree, excellent, much better, etc.)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
27
Q

Types of data (4)

A
  1. Nominal
  2. Ordinal
  3. Interval
  4. Ratio
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
28
Q

Nominal data

A

Type of data - names/categories w/o order, distance, ranking, etc.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
29
Q

Ordinal Data

A

Type of data - ordered categories (Likert - strongly agree = 4, strongly disagree = 1)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
30
Q

Interval Data

A

Type of data - data w/standard & equal units of measurements (ex. test scores, temp.); no absolute 0

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
31
Q

Ratio DataType of data

A

Type of data - has absolute zero (ex. weight, height, mph)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
32
Q

Tips to avoid poor survey questions (4)

A
  1. Make questions concise
  2. Use common language
  3. Be consistent in formatting & scales
  4. Avoid negative language
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
33
Q

Double barreled question

A

Type of poor survey question, covers more than 1 topic (ex. The affordability & variety of food in the cafeteria meet my needs.)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
34
Q

Leading/loaded question

A

Type of poor survey question that appears to suggest a desired response or has other info that may influence response (ex. The library has been cited as the favorite place to study. Where do you like to study?)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
35
Q

Survey concerns (4)

A
  1. Response rate
  2. Selection bias
  3. Length of survey
  4. Order of questions
36
Q

Survey validity

A

Refers to survey’s accuracy; extent to which questions measure what is supposed to be measured

37
Q

Types of validity (3)

A
  1. Face validity
  2. Content validity
  3. Construct validity
38
Q

Face Validity

A

Type of validity, info obtained is plausible & appropriate

39
Q

Content Validity

A

Type of validity, question adequately addresses underlying behavior/body of knowledge

40
Q

Construct Validity

A

Type of validity, question adequately addresses construct being measured

41
Q

Survey reliability

A

Aspect of survey concerned w/consistency or degree to which the questions elicit the same kind of info each time they’re asked (ex. test-retest)

42
Q

What should be included in the survey preamble? (9)

A
  1. Background & purpose of study
  2. Name of PI
  3. Estimated length of time
  4. Potential risks/discomforts from research
  5. Engagement is voluntary
  6. Privacy/confidentiality statement
  7. Contact info for questions
  8. Protocol & IRB info
  9. Click “I approve”/”Next” to participate
43
Q

Quantitative Research

A

Researcher collects and analyzed numeric data

44
Q

Qualitative Research

A

Researcher’s measurements are based on open-ended questions, interviews, and observations

45
Q

Does Qualitative research test a hypothesis?

A

No.
Better understanding an experience and develop theory

46
Q

Types of data collection (4)

A
  1. Observations
  2. Interviews
  3. Focus Group interviews
  4. Document review
47
Q

Data Analysis

A

Organize –> Review –> Classify –> Synthesis

48
Q

Considerations (4)

A
  1. Triangulation
  2. Member checking
  3. Transferability
  4. Confirmability
49
Q

Triangulation

A

Methods (field notes, transcripts, etc) or people

50
Q

Member checking

A

Provide validation, feedback, alternative explanations

51
Q

Transferability

A

Results should apply similarly to people in similar situations (generalizability)

52
Q

Confirmability

A

Findings come from the participants, not the researcher.

53
Q

Common types of qualitative research methods (5)

A
  1. Ethnographic
  2. Grounded Theory
  3. Phenomenological
  4. Case Study
  5. Content Analysis
54
Q

Ethnographic (3)

A
  1. Sharing common culture
  2. Lengthy time period
  3. Cultural norms, beliefs, social structures, and cultural patterns
55
Q

Grounded Theory

A

Constant comparison of data collected until saturation occurs

56
Q

Phenomenological

A

Understanding people’s perceptions, perspectives

57
Q

Case Study

A

Understand institutional culture

58
Q

Qualitative research in EBP (4)

A
  1. Credibility
  2. Transferability
  3. Dependability
  4. Conformability
59
Q

Credibility

A

Can you believe the results?

60
Q

Strategies for Credibility (6)

A
  1. Prolonged engagement
  2. Reflexivity (field journal)
  3. Member Checking
  4. Triangulation
  5. Researcher competence established
  6. Structural Coherence
61
Q

Transferability

A

The ability to generalize, external validity

62
Q

Strategies for Transferability? (3)

A
  1. Dense background information about the participants
  2. Comparison of sample to demographic information
  3. Representative sample
63
Q

Dependability (Concistency)

A

Would the results be similar if the
study was repeated with the same subjects in a similar context?

64
Q

Strategies for Dependability (5)

A
  1. Detailed descriptions of research methods
  2. Multiple researchers independently judge the data
  3. Triangulation
  4. Code-recode procedure
  5. Peer examination/external audit
65
Q

Confirmability (Neutrality)

A

Was there and attempt to enhance objectivity by reducing research bias?

66
Q

Strategies for confirmability (3)

A
  1. Triangulation
  2. External audit
  3. Reflexivity (field journal)
67
Q

Role of SSRD (2)

A
  1. Bridge gap between research evidence and clinical practice when there is heterogeneity
  2. Typically conducted in the clinic as opposed to a research lab
68
Q

What is SSRD? (6)

A
  1. Experimental
  2. Quantitative
  3. An individual unit of study
  4. IV and DV are operationally defined
  5. One IV variable manipulated at a time
  6. DV is measures repeatedly
69
Q

Case Report

A
  1. Describe intervention for a pt with a rare diagnosis
  2. New measurement strategy
  3. Develop a research hypothesis
  4. Illustrate EBP
  5. Share clinical experience
70
Q

Four Basic Single-Subject Research Design (4)

A
  1. AB Design
  2. Withdrawal Designs
  3. Multiple Baseline Designs
  4. Alternating Treatments Design
71
Q

AB Design

A
  • Changes observed in the intervention phase
  • Weakest of four designs
72
Q

Types of Withdrawal Designs (5)

A
  1. ABA
  2. ABAB
  3. ABABABA
  4. ABACA
    5.Etc.
73
Q

Withdrawal Designs

A

Dependent variable should
return to previous baseline
levels

74
Q

Multiple Baseline Designs

A

Variable length of the baseline phase is used
– Across Subjects
– Across Settings
– Across outcome behaviors

75
Q

Across subjects

A

Subjects enter the intervention
phase at different times, Data comparison is performed
between subjects continuing in
baseline and the subject who has
entered the intervention phase

76
Q

Across Setting

A

Baseline data are collected in each setting for the
same subject, Change is expected only in intervention data in each setting (Home, school, community)

77
Q

Across outcome behaviors

A

Baseline data are collected for each of the target
behaviors for the same subject, Target behaviors are independent from each other

78
Q

Alternating Treatment Design

A

Effects of several intervention conditions on a dependent
variable are compared, with immediate effects observed

79
Q

Single Subject Design Research: Levels of Evidence

A

Cause and effect assumptions can be made based on
the study results
– Stronger in the higher level of evidence single subject
design studies

80
Q

Level 1

A

Systematic Reviews (SRs) of Randomized Controlled Trials
(RCTs); individual RCTs

81
Q

Level 2

A

SRs of cohort studies; individual cohort studies; low quality
RCTs; “outcomes” research; ecological studies

82
Q

Level 3

A

SRs of case-control studies; individual case-control studies

83
Q

Level 4

A

poor quality cohort and case-control studies

84
Q

Level 5

A

Expert opinion without critical appraisal; bench research

85
Q
A