Exam 2 Flashcards

1
Q

A researcher takes his population, separates into 4 classes by specific characteristics and then takes a random sample from each class. This type of sample is termed which of the following?

A

Proportional stratified sampling

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

Systematic sampling:

A

pick a number like 10 by choice not randomly choosing number 10, then choose every 10th person; organized first in a pre-numbered list or alphabetically

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

Simple random sampling:

A

population not organized first, random table of numbers

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

Define sampling bias:

A

Occurs when the individuals selected for a sample over represent or underrepresent certain population attributes that are related to the phenomenon under study

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

For your research you have identified 3 subjects that meet your inclusion criteria and then you ask each subject to recommend another person who also meets the inclusion criteria. You are using which of the following sampling techniques?

A

Snowball sampling

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

Quota sampling:

A

identify specific class of inclusion criteria and select subjects so that all classes equally represented.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
7
Q

Purposive sampling:

A

identify very specific inclusion criteria and personally hand select subjects who meet criteria

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

Convenience sampling:

A

using a volunteer who responds to recruitment ads for research subjects.

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

Research purpose also known as:

A

Research Objectives (also theses: specific aims, objective, hypothesis, purpose)

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

Identify a research topic of interest you have in PT:

A

a TOPIC is a broad area!!! When you get too specific it is a PROBLEM. (ex. patient satisfaction or e-stim)

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

In an experiment study factors that the researcher is unable to control are considered to be which of the following?

A

Limitations

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

In order to determine true cause-and-effect between the independent and dependent variables it is important that the instrument of measurement display which of the following characteristics?

A

Responsiveness

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

In research, a predictor variable is called the _____ variable, while the outcome variable is called the _____ variable.

A

independent, dependent

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

Probability samples are created through what kind of sampling process?

A

random selection

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

Non probability samples are created through all of the following sample processes except

A

RANDOM SELECTION

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

The null hypothesis also called?

A

statistical hypothesis

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

The research hypotheses is defined by which statement?

A

stating the researcher’s true expectation of results, guiding the interpretation of outcomes and conclusion

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
18
Q

The researcher has stated his hypothesis as the following: “There will be a greater level in perceived learning between students enrolled in online courses than those enrolled in on-campus courses.” This is an example of which of the following types of hypothesis?

A

Directional hypothesis (independent: teaching techniques)

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

The statement “there will be a difference in…”, used in a hypothesis would indicate it is which of the following types of hypotheses?

A

Nondirectional hypothesis

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

When a researcher presents his/her results in a presentation or publication, this is considered what?

A

Primary source

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
21
Q

Secondary source:

A

when a researcher presents information of another researcher’s study in a presentation or publication

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
22
Q

What is considered an operational definition?

A

Adult is defined as “a subject over the age of 18”

Operational definition: the need to describe how a specific concept is to be interested

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
23
Q

Which of the following statements best describes a population?

A

The defined aggregate of subjects who meet inclusion criteria

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

“Measure” is defined as:

A

an empirical representation of an underlying concept or construct, the numeral or category assigned to an object, event, or person according to pre-set rules

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

A PT researcher has developed a test for balance and administers the new test at the same time as the Berg Balance Scale to measure which type of validity?

A

Concurrent validity (test you have is concurrent with the gold standard or other tests that have are known to be valid)

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

Face validity:

A

lowest level (there is NO HIGH LEVEL), you look at it and it “looks ok”. Ex) standing on one leg would predict good gait.

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

What are the cut off scores for poor, moderate and good reliability?

A

0.75 good

no reliability = 0.10

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
28
Q

A researcher is completing a study to validate the cutoff scores from a new test on a different group of subjects, this type of study is termed which of the following?

A

Cross-validation

29
Q

Another term for homogeneity in data is which of the following?

A

Internal consistency

30
Q

Content validity is measured by which of the following methods?

A

Panel of experts

31
Q

A researcher asks fellow faculty to receive a questionnaire to verify content. This is an example of:

A

content validity

32
Q

Define “formative evaluation” in plain language:

A

assessment of a program during developmental stages to determine how it should be implemented and ongoing assessment of operation of the program.

33
Q

In measurement, what is meant by the term “measurement error”?

A

the difference between true value and observed value

34
Q

In measurement, what is the term “systematic error”?

A

Predictable yet consistent difference in measurement.

35
Q

A pt clinic has been using a specific hallway with distance markers as a track for doing 6 minute walk. The hallway was measured wrong. What type of error would it be if they fixed their data by adding the correct amount of feet to each answer to make the data correct?

A

Systematic error (consistent)

36
Q

In measurement, what is the definition of “reliability”?

A

the extent to which a measurement is consistent and free of error

37
Q

Define measurement:

A

the numerical or category assigned to an object event, or person according to pre-set rules.

38
Q

Match each of the following types of data with the level of measurement as it represents: Gender

A

nominal scale

39
Q

Match each of the following types of data with the level of measurement as it represents: Age

A

ratio scale or interval

40
Q

Match each of the following types of data with the level of measurement as it represents: Systolic Blood pressure

A

interval

41
Q

Match each of the following types of data with the level of measurement as it represents: Visual analog pain scale

A

interval

42
Q

Match each of the following types of data with the level of measurement as it represents: Above standards, below standards

A

ordinal scale

43
Q

Match each of the following types of data with the level of measurement as it represents: Diagnosis

A

nominal

44
Q

MDD:

A

the smallest amount of difference that passes the threshold of error

45
Q

MCID:

A

indicates the amount of change in scale points that must occur to determine that change is meaningful in a test

46
Q

Specificity is also known as the:

A

true negative

47
Q

Specificity in measurement:

A

a tests ability to obtain negative test when the condition is absent

48
Q

Consistency is also known as:

A

reliability

49
Q

Patient’s scores are 12, 10, 14. They are reported as 12. What is this called?

A

Regression toward the mean

50
Q

The mathematical range of a reliability coefficient is:

A

0.00 to 1.00

51
Q

Patient cant complete test, has gotten worse:

A

floor effect

52
Q

Validity is consistent and does not change for a specific test/measurement:

A

false

53
Q

Screening for risk factors, the instrument should have which of the following?

A

Predictive validity

54
Q

“a statement of quality, goodness, merit, value, or worthiness about what has been assessed”

A

evaluation

55
Q

You have designed a study to investigate if student’s scores on a modalities test improve if students participate in a study group or not. Using only this info, the variable represented by the test score can be described as which of the following?

A

Dependent & Continuous (test score is continuous from 0-?)

56
Q

Measure:

A

numeral/category assigned to an object or person according to pre-set rules

57
Q

Patient researcher has developed a test for balance and administered a new test AT SAME TIME as a Berg balance test-

A

Concurrent validity

58
Q

Type of validation used when we have cutoff scores and those scores are compared with scores of a new test on a different group of subjects-

A

Cross validation: when an original sample of a test would yield a sample score, and that score will be compared with other experimental samples

59
Q

Formative evaluation:

A

assessment of a program during developmental stages to determine how it should be implemented and ongoing assessment of operation of the program

60
Q

Reliability is also having ___ of response under given conditions

A

CONSISTENCY

61
Q

Type of validity using a gold standard=

A

criterion-related validity

62
Q

Which of the following can affect a test’s reliability?

A

Fatigue, practice, time between testing, precision of measurement, etc.

63
Q

Rater reliability, intra and inter, assessed using which statistical measure; Also used for reliability?

A

ICC

64
Q

True/False: Research independently studying a similar research question should naturally follow theoretical framework?

A

False

65
Q

Which of the following defines research question?

A

theoretical framework

66
Q

Include gender in your research study. Mark all that apply:

A

discrete, dichotomous, attribute

67
Q

A synonym for control is:

A

vigor

68
Q

When generalizing results of a research study to a larger population than the sample that was studied during the research, this process of generalizing involves which type of reasoning?

A

Inductive reasoning