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Research Methods Final
Research Methods Final
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Research Methods
Flashcards
130 cards
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Questions
130
Answers
1
Outliers are a major problem because outliers:
inflate variances
bias parameter estimate
All of these
contribute to mislead results
2
__________ refers to the nature of reality:
Axiology
Ontology
Epistemology
Rhetoric
3
Quantitative methods seek knowledge through the pursuit of:
objectivity
categorical data
subjectivity
hypotheses
4
The _________ hypothesis is generally the research hypothesis
alternative
statistical
null
zero
5
_________ refers to beliefs of stakeholders about the need for/impact of, services provided
Perception data
Process data
Results data
Quantitative data
6
The literature review should only summarize the information.
False
True
7
Qualitative researchers avoid using the term sample and instead use purposive selection.
True
False
8
_______ was the forerunner in the establishment of single-subject case methodology
Ivan Pavlov
Albert Ellis
Sigmund Freud
B. F. Skinner
9
___ statistics help predict the probability of a causal association with a degree of confidence
Descriptive
Parametric
Nonparametric
Inferential
10
In qualitative research, the soundness of the research is evaluated by its:
validity
truth value
trustworthiness
reliability
11
The __________ is the distance between the highest and lowest scores in the distribution.
mean
range
median
mode
12
One of the criticisms of case study research is that the results are not generalizable
False
True
13
___ is the estimate of how consistently instruments used to gather data performed
Reliability
Generalizability
Axiology
Validity
14
A widely used measure of goodness-of-fit for confirmatory models is the chi-square.
True
False
15
Time series methodology is an assessment of:
variables
data
recording methods
research
16
When all other things are equal, __________ tests are more powerful than __________ tests.
directional; inferential
nondirectional; directional
directional; nondirectional
inferential; nondirectional
17
Phenomenology has its roots in:
physiology
psychology
philosophy
sociology
18
__________ uses two or more predictor variables to predict the criterion variable, Y.
Single regression
Multiple regression
Multiple ANOVA
MANCOVA
19
__________ are a type of methodology used in outcome research
Clinical trials
Meta-analytic reviews
All of the above
Qualitative reviews
20
The higher the multicollinearity, the _____ the accuracy of the prediction with future samples.
more reliable
more valid
lower
higher
21
Ethnography comes from the Greek word:
priori
ethnos
pathos
logos
22
Which of the follow is/are univariate tests?
ANOVA
Z-test
All of these
T-test
23
Clients are less likely to drop out prematurely if professional counselors:
All of the above.
administer complete psychological evaluations
are perceived as trustworthy and competent.
establish mutually agreed-upon goals and roles
24
An article directly related to the topic is known as a ________ source.
secondary
primary
proven
legal
25
In the problem identification stage, counselors complete all of the following EXCEPT:
eview of literature
seek consultation
review of theory and databases
develop an intervention
26
A summary of existing literature on the research topic-could be considered a definition of a:
literature review
conclusion
abstract
article review
27
Critical theory accepts the tenet that reality is socially constructed.
True
False
28
Statistical __________ is the likelihood of finding statistically significant differences.
research
power
inference
value
29
Research q's help focus the researchers lit. review and lead to creation of specific hypotheses
True
False
30
Ethnographic research has its origins in:
philosophy
anthropology
sociology
biology
31
Populations yield _____ while samples yield:
parameters; statistics
parameters; analysi
analysis; statistics
statistics; parameters
32
_____ data involves scores being lumped together to provide an average for students
Disaggregated
Criterion-referenced
Aggregated
Norm-referenced
33
The lower & upper bounds of the confidence interval for means is calculated based on a critical
interquartile value
t-value
z-value
variable value.
34
High school class rank is an example of a(n) _______ scale.
ratio
interval
ordinal
nominal
35
A Likert-type scale is an example of a(n) __________ scale.
continuous
interval
discrete
nominal
36
Goals in a needs assessment are usually written in language
NOT
amenable to:
specific data
standards
direct measurement
objectives
37
Mixed-group designs are also known as split plot designs.
True
False
38
An effect size (ES)=1 indicates the treatment was ___ SDs above the mean of the control group
2
1
0
1.5
39
__________ objectives refer to more specific and immediate steps toward meeting goals.
Research
Outcome
Process
Assessment
40
All of the following are true of qualitative research EXCEPT that it:
emphasizes researcher objectivity
integrates the researcher’s voice
ends to be more open-ended
uses smaller samples.
41
Effect size is the number of ______ above or below the mean where a given treatment score lies
standards means
quartiles
raw score points
standard deviations
42
Grounded theory was based on the theoretical framework of symbolic interactionism.
False
True
43
Factors that can threaten the validity of a research study are:
the nature of the participants in the study.
All of the above can threaten validity.
the consistency of the data-gathering instruments.
the conclusions the researcher draws from the data.
44
Kurtosis describes the degree of flatness in a curve.
False
True
45
A ______ study reduces the possibility of this by ensuring participants are unaware of outcomes
outcomes
panel
blind
cohort
46
Alternate treatment design is used to measure more than one treatment method on a dependent var
False
True
47
Research questions often influence the data collection and sampling methods.
False
True
48
Which of the following mathematical operations can be performed on nominal scales?
Mean
Mode
Median
Division
49
The question “how will data be collected” falls under the category of methodology.
F
T
50
__________ studies do not explicitly define a dependent variable of primary interest.
Case
Quantitative
Qualitative
Correlational
51
______ recording is a process by which a professional counselor records all observed behaviors.
Duration
Narrative
Interval
Latency
52
The purpose of most research is to expand on or improve existing research.
False
True
53
The __________ is used to compare a sample mean to a previously known population mean
ANCOVA
ANOVA
t-test
z-test
54
Professional characteristics of counselors appear to make _____ difference in treatment outcome
moderate
large
little
none
55
Another way of expressing effect sizes in correlational research involves the computation of:
z-score
Pearson r
chi square
Mann Whitney
56
Counselors using
action research
focus on information that will alter conditions in a setting
False
True
57
All of these are used in statistical selection of predictors in multiple regression EXCEPT:
None of these
advancing
graded
clockwise
58
Qualitative inquiry tends to be an inductive process.
False
True
59
What should each body paragraph begin with that prepares the reader for the forthcoming content
Summary statement
Topic sentence
Statistic
Definition
60
Disaggregated data allows the identification of programmatic strengths and weaknesses.
False
True
61
In single-subject research designs, professional counselors use replication to evaluate
internal and external validity
external and qualitative validity
internal and nonexperimental validity
external and nonexperimental validity
62
Surveys generate a tremendous amount of perception-based data over a short period of time
False
True
63
_____ questions allow researchers to gather concrete information about participants & settings.
Feeling
Behavior
Knowledge
Background/demographic
64
Wilk’s lambda in MANOVA takes into account the correlations among the __________ variables.
blocking
unrelated
independent
dependent
65
______
is the consistency of scores for each person from one administration of a test to another
Confounding
Reliability
None of these
Validity
66
A __________ distribution lists every score and the number from highest score to lowest score
correlational
skewed
statistical
frequency
67
When generating possible research questions, all of the following should be used EXCEPT:
Who
Where
How
What
68
Male and female fall under the __________ category of variable.
interval
ratio
continuous
discrete
69
Researchers observed more frequent premature termination rates by clients EXCEPT those with:
educational levels
higher incomes
lower incomes
70
____ hypothesis predicts a difference will occur without showing what group will perform better
nondirectional
indirectional
predirectional
directional
71
The output for linear regression with two or more predictors is referred to as:
multiple regression.
covariate regression
integer regression.
quasi-regression
72
___ hypothesis predicts no difference or relationship will be observed between or among groups.
alternative
null
relational
zero
73
The reliability of score indicates the degree to which these scores are free of:
confounding variables.
bias
error
negative correlations.
74
__________ may contribute to negative client outcomes.
Quality of therapeutic alliance
Lack of counselor skill
Inappropriately prescribed treatments
All of the above
75
___________ theory is a systematic procedure used to generate a theory that explains a process
Selective
Grounded
Ethnographic
Axial
76
Researchers must remain attentive to the research subjects __ to ensure the best possible data
questions
consent
actions
confidentiality
77
Data can be disaggregated by:
sex
race
socioeconomics
all of these
78
“What is your marital status?” is an example of a __________ question.
open-ended
Likert-type
forced-choice
closed
79
___ coding involves exploring the initial transcribed data to name/categorize discrete elements
Selective
Open
Axial
Transfer
80
________ analysis allows empirical studies to be collapsed into a meaningful quantitative index
Quasi-
Qualitative
Quantitative
Meta-
81
Parametric tests assume:
the population is homogeneous
all of these
the sample has the same mean and median.
each group is normally distributed
82
All of the following are scales of measurement EXCEPT:
nominal
ordinal
interval
criterion
83
The alternating treatment design was originally used in __________ analysis:
behavioral
social
psychological
academic
84
_______ is when the observer records occurrences of a target behavior in the at a point in time
None of these
Single subjects sampling
Momentary time sampling
Random time sampling
85
Which part of the paper should convince the reader that the topic is important and interesting?
Introduction
Abstract
Body
Conclusion
86
Which design offers more control over history, maturation, testing, and regression threats?
Within-groups design
One-group pretest-posttest design
Static-group comparison design
One-shot case study
87
A needs assessment in agencies, clinics, or other non-school venues should be conducted:
every four to seven years.
every three to six years
every one to two years
every year
88
The __________ of two variables expresses the relationship between them.
covariance
positive slope
regression
variance
89
The grounded theory approach was initiated by:
Strauss and Pavlov
Strauss and Freud
Glaser and Pavlov
Glaser and Strauss
90
A larger sample size leads to _______ amount(s) of sampling error.
no
medium
larger
smaller
91
The tone of your writing should be based on which of the following?
Target audience
Length of the manuscript
Research available
Instruments used in testing
92
Post hoc analyses are only conducted when __________ results indicate statistical significance.
z-test
ANCOVA
t-test
ANOVA
93
When interpreting scores in a normal curve____of all scores fall in 1 & 2 standard deviations
13%
13.59%
2.14%
34.13%
94
The __________ test is used when ordinal scores are from two correlated samples.
Mann-Whitney U
Wilcoxen signed-rank
Kruskal-Wallis
Wilcoxen Rank Sum
95
The process where you start broad through reviewing the literature you help narrow your scope?
Transductive method
Inductive method
Inferential method
Deductive method
96
Variables that contribute unwanted variance are called extraneous variables.
False
True
97
Under normal circumstances __________ tests are more powerful.
Both parametric and nonparametric
None of the above.
parametric
nonparametric
98
__________ scales categorize a client characteristic in non-ordered and exclusive categories
Nominal
Ratio
Interval
Ordinal
99
The amount of type I error is identified as α, alpha.
True
False
100
ANOVAs and t-tests are examples of :
parametric
nonparametric
associational
differential
101
Changes in performance by the mere presence of others is known as the __________ effect.
Hawthorne
placebo
attitudinal
reactivity
102
In single-subject research designs, professional counselors use replication to evaluate:
external and nonexperimental validity
internal and external validity
external and qualitative validity
internal and nonexperimental validity
103
A sample refers to a larger group of individuals who the results of the study generalized.
False
True
104
_____recording measures the elapsed time between the occurrence and the beginning of a behavior
Duration
Event
Interval
Latency
105
Snowball sampling is an appropriate method for sampling participants who are easy to obtain
False
True
106
______ statistics are used when assumptions required for parametric analysis have been violated
Nonparametric
Mann-Whitney U
Regression
Linear
107
The purpose of ______ is to find support for observations/conclusions from more than one source
sampling
triangulation
ethnography
saturation
108
The alternating treatment design was originally used in __________ analysis:
academic
social
behavioral
psychological
109
____ hypotheses explore how scores on an independent var. relate to scores on a dependent var.
Dependent
Differential
Descriptive
Associational
110
College Entrance Examination Board scores have a mean of _____ and standard deviation of _____.
500; 100
100; 50
50; 10
100; 10
111
Member checking involves returning to the field to check interpretations with the informants.
False
True
112
Only quantitative inquiry is subject to researcher bias.
False
True
113
__________ error occurs when the null hypothesis is retained but should have been rejected.
Type II
Type III
None of these
Type I
114
Type II error is largely dependent on:
type I error
sample size
statistical power
researcher bias
115
Reporting a _________ is a way of dividing a percentile rank distribution into four portions.
interpretive range
quartile
z-score
stanine
116
Researcher ______ refers to how the researcher’s worldview influences the research design
inquiry
culture
bias
theory
117
Using samples of convenience reduces the credibility of the research investigation.
True
False
118
A _____ curve is when every score above the mean has a mirror-image score below the mean
platykurtic
normal
positively skewed
negatively skewed
119
Although inappropriate in writing, _____ language is considered everyday language.
jargon
slang
lingo
colloquial
120
Evaluation is the measurement of worth based on the evidence.
True
False
121
Any mathematical operation can be applied to ratio data.
True
False
122
__________ tests are more powerful than nonparametric tests.
Nondirectional
Inferential
Directional
Parametric
123
__________definitions outline the precise steps required to measure a variable accurately:
Relational
Operational
Nondirectional
Conceptual
124
A t-test is used to compare __________ mean(s).
four
one
three
two
125
_________ recording involves counting the frequency of occurrences within a observation period.
Latency
Event
Narrative
Duration
126
The most reliable and valid data-gathering and data-analysis methods are fit to the research:
action
inquiry
categories
hypothesis
127
When interpreting scores using a normal curve____fall between the mean & one standard deviation
13.78%
13%
34.13%
2.14%
128
Multicollinearity occurs when there is a __________ of correlations among the predictors.
moderate to high range
low to moderate range
very low to low range
None of these
129
______is a diagram with a predictor variable on the x-axis and criterion variable on the y-axis
scatterplot
pie graph
box and whisker
regression line
130
__________ evaluation is an end-of-program evaluation.
Needs assessment
Data-driven
Summative
Formative