SolutionManualfor
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g gh
Statistics for Nursing
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gh Research A Workbook for
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gh Evidence-Based Practice gh
gh 3rd Edition Susan Grove
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gh Daisha
,The questions are in bold followed by answers.
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1. In Table 1, identify the level of measurement for the current therapy variable. Provide
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gha rationale for your answer.
gh gh gh gh
Answer: The current therapy variable was measured at the nominal level. These drug
gh gh gh gh gh gh gh gh gh gh gh gh
ghcategories were probably developed to be exhaustive for this study and included the
g h gh gh gh gh gh gh gh gh gh gh gh
ghcategories of drugs the subjects were receiving. However, the categories are not exclusive,
gh gh gh gh gh gh gh gh gh gh gh gh
ghsince patients are usually on more than one category of these drugs to manage
gh gh gh gh gh g h g h g h g h g h g h g h g h
g htheir health problems. The current therapies are not measured at the ordinal level
g h g h g h g h g h gh gh gh gh gh gh gh
ghbecause they cannot be rank ordered, since no drug category can be considered more or less
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
ghbeneficial than another drug category (see Figure 1 -1; Grove & Gray, 2019).
gh gh gh gh gh gh gh gh gh g h gh gh
2. What is the mode for the current therapy variable in this study? Provide
g h g h g h g h g h g h g h g h g h g h g h g h
a rationale for your answer.
g h g h g h gh gh
Answer: The mode for current therapy was β blocker. A total of 100 (94%) of the cardiac
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
patients were receiving this category of drug, which was the most common
gh gh g h g h g h g h g h g h g h g h g h g h
prescribed drug for this sample.
g h g h g h g h gh
3. What statistics were conducted to describe the BMI of the cardiac patients in this
gh gh gh gh gh gh gh gh gh gh gh gh gh
ghsample? Discuss whether these analysis
gh techniques were appropriate or
g h g h g h g h g h g h g h
g hinappropriate.
Answer: BMI was described with a mean and standard deviation (SD). BMI measurement
gh gh gh gh gh gh gh gh gh gh gh gh
resulted in ratio-level data with continuous values and an absolute zero (Stone &
gh g h gh gh g h gh g h gh g h gh g h gh g h
g hFrazier, 2017). Ratio - level data should be analyzed with parametric statistics such as the
gh g h gh gh gh gh gh gh gh gh gh gh gh gh
mean and SD (Grove & Gray, 2017; Knapp, 2017).
gh gh gh gh gh gh gh gh gh
4. Researchers used the following item to measure registered nurses’ (RNs) income in a
gh gh gh gh gh gh gh gh gh gh gh gh
ghstudy: What category identifies your current income as an RN?
gh gh gh g h gh gh g h gh gh
a. Less than $50,000 gh gh
b. $50,000 to 59,999 gh gh
c. $60,000 to 69,999 gh gh
d. $70,000 to 80,000 gh gh
e. $80,000 or greater gh gh
What level of measurement is this income variable? Does the income variable
gh gh gh g h gh g h g h g h g h gh g h
follow the rules outlined in Figure 1-1? Provide a rationale for your answer.
gh gh gh g h g h gh g h g h g h gh g h gh gh
Answer: In this example, the income variable is measured at the ordinal level. The income
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
catego- ries are exhaustive, ranging from less than $50,000 to greater than $80,000.
gh gh gh gh gh gh gh gh gh gh gh gh gh
ghThe two open-ended g h gh
AG 1-1 gh
,AG 1-2
gh Answer g h Guidelines g h for g h Questions g h to g h Be g h Graded
categories ensure that all salary levels are covered. The categories are not exclusive, since
gh gh gh gh gh gh gh gh gh gh gh gh gh
catego- ries (d) and (e) include an $80,000 salary, so study participants
gh gh g h g h g h g h g h g h g h g h g h g h
making $80,000 might mark either (d) or (e) or both categories, resulting in
g h g h g h g h gh g h g h g h g h g h gh g h g h
gherroneous data. Category (e) could be changed to greater than $80,000, making
gh g h g h gh g h g h gh g h g h g h g h
the categories exclusive. The categories can be rank ordered from the lowest
g h g h g h g h g h g h g h g h g h gh gh gh
salary to the highest salary, which is consistent with ordinal data (Grove & Gray, 2019;
gh gh gh gh gh gh gh gh gh gh gh gh gh g h gh
Waltz et al., 2017).
gh gh gh gh
5. What level of measurement is the CDS score? Provide a rationale for your answer.
gh gh gh gh gh gh gh gh gh gh gh gh gh
Answer: The CDS score is at the interval level of measurement. The CDS is
g h g h g h g h gh g h g h g h g h g h g h g h gh
a 26-item Likert scale developed to measure depression in cardiac patients. Study
g h g h g h gh gh g h gh gh gh gh g h g h
participants rated their symp- toms on a scale of 1 to 7, with higher numbers indicating
gh g h gh g h gh gh gh gh gh gh gh gh gh gh gh gh
increased severity in the depression symptoms. The total scores for each subject
gh gh gh gh gh gh g h g h g h g h gh g h
obtained from this multi-item scale are considered to be at the interval level of
g h g h gh g h g h g h g h gh gh gh gh gh gh g h
measurement (Gray et al., 2017; Waltz et al., 2017).
g h gh gh gh gh gh gh gh gh
6. Were nonparametric or parametric analysis techniques used to analyze the CDS
gh gh gh gh gh g h gh gh gh g h
scores for the cardiac patients in this study? Provide a rationale for your
gh gh gh gh g h g h g h g h g h g h g h g h gh
answer.
gh
Answer: Parametric statistics, such as mean and SD, were conducted to describe CDS
gh gh gh gh gh gh g h g h g h g h gh g h
scoresfor study participants (see Table 1). CDS scores are interval-level data as indicated in
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
Questions 5, so parametric statistics are appropriate for this level of data (Gray et al., 2017;
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
Kim & Mallory, 2017).
gh gh gh gh
7. Is the prevalence of depression linked to the NYHA class? Discuss the
gh g h g h g h g h g h gh g h g h g h g h
clinical importance of this result.
g h g h gh gh gh
Answer: The study narrative indicated that the prevalence of depression increased
g h g h g h g h g h g h g h g h g h g h
with the greater NYHA class. In NYHA class III, 64% of the subjects were depressed,
g h g h gh gh gh gh gh gh gh gh gh gh gh gh gh
whereas 11% of the subjects were depressed in NYHA class I. Thus, as the NYHA class
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
increased, the number of sub- jects with depression increased. This is an expected finding
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
because as the NYHA class increases, cardiac patients have more severe physical symptoms,
gh gh gh gh gh gh gh gh gh gh gh gh gh
which usually result in emotional distress, such as depression. Nurses need to actively assess
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
cardiac patients for depression, especially those in higher NYHA classes, so they might
gh gh gh gh gh gh g h gh g h gh g h gh gh
be diagnosed and treated as needed.
g h gh g h gh gh g h
8. What frequency and percent of cardiac patients in this study were not
g h g h g h g h g h g h g h g h g h g h g h
being treated with an antidepressant? Show your calculations and round your
g h g h g h gh gh gh gh gh gh gh gh
answer to the nearest whole percent (%).
gh gh gh gh gh gh gh
Answer: A total of 106 cardiac patients participated in this study. The sample
gh gh g h g h g h g h g h g h g h g h g h g h
included 15 patients who were receiving an antidepressant (see Table 1). The
g h gh gh g h g h g h gh gh g h g h g h g h
g hnumber of cardiac patients not treated for depression was 91 (106 – 15 =
g h g h g h gh g h g h gh g h g h g h g h g h g h
91).
gh The group g hpercent is calculatedby the following
g h formula: (group g h g h g h g h gh g h g h
g hfrequency ÷ total sample size) × 100%.g h For this study,(91 patients ÷
g h g h g h g h g h g h g h g h gh gh
106 sample size) × 100% = 0.858 × 100% = 85.8% = 86%. The finalanswer is
gh gh gh gh gh gh gh gh gh gh gh gh gh gh g h g h
rounded to the nearest whole percent as directed in the question. You could
gh g h g h g h g h g h g h g h g h g h g h g h g h
havealso subtracted the 14% of patients treated with antidepressants from 100%
g h gh g h g h g h g h g h g h g h g h g h
and obtained the 86% who were not treated with an antidepressant.
g h g h g h g h gh g h g h gh g h gh gh
9. What was the purpose of the 6-minute walk test (6MWT)? Would the 6MWT be useful
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
in clinical practice?
gh gh gh
Answer: Ha et al. (2018) stated, “The 6-min walk test (6MWT) is a measure of the
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
submaximal, steady-state functional capacity” of cardiac patients. This test would be a quick,
gh gh gh gh gh gh gh gh gh gh gh gh gh
easy way to determine a cardiac patient’s functional status in a clinical setting. This
gh gh gh gh gh gh gh gh gh gh gh gh g h g h
functional statusscore could be used to determine the treatment plan to promote
g h g h gh g h g h g h g h g h g h g h g h g h
or maintain functional statusof cardiac patients.
g h g h g h g h gh gh
, Answer g h Guidelines g h for g h Questions g h to g h Be g h Graded AG 1-3
gh
10. How was exercise confidence measured in this study? What was the level of
gh gh gh g h gh gh gh g h g h g h gh gh
measurement for the exercise confidence variable in this study? Provide a
g h gh gh gh gh g h g h g h g h g h g h
rationale for your answer. Answer: Exercise confidence of the patients with heart
g h gh gh gh gh gh gh gh gh gh gh gh
ghfailure (HF) in this study was measured with the Exercise Confidence Scale that
gh gh gh gh g h gh gh gh gh gh g h gh
included four subscales focused on walking, climbing, lifting objects of graded
gh gh g h gh gh gh gh gh g h gh gh
weight, and running (see the study narrative). This was a rating scale with
g h gh g h gh gh g h gh g h gh gh gh gh gh
values ranging from 0 to 100. The patients’ scores for the Total Exercise Confidence
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
ghscale and the subscales were considered interval-level data and analyzed with
gh g h g h g h g h g h g h g h g h g h
parametric statistics, such as means and SDs (see the study narrative; Waltz et al.,
g h g h gh gh gh gh gh gh gh g h g h g h g h gh
2017).
g h
h
g gh
Statistics for Nursing
gh gh
gh Research A Workbook for
gh gh gh
gh Evidence-Based Practice gh
gh 3rd Edition Susan Grove
gh gh gh
gh Daisha
,The questions are in bold followed by answers.
gh gh gh gh gh gh gh
1. In Table 1, identify the level of measurement for the current therapy variable. Provide
gh gh gh gh gh gh gh gh gh gh gh gh gh
gha rationale for your answer.
gh gh gh gh
Answer: The current therapy variable was measured at the nominal level. These drug
gh gh gh gh gh gh gh gh gh gh gh gh
ghcategories were probably developed to be exhaustive for this study and included the
g h gh gh gh gh gh gh gh gh gh gh gh
ghcategories of drugs the subjects were receiving. However, the categories are not exclusive,
gh gh gh gh gh gh gh gh gh gh gh gh
ghsince patients are usually on more than one category of these drugs to manage
gh gh gh gh gh g h g h g h g h g h g h g h g h
g htheir health problems. The current therapies are not measured at the ordinal level
g h g h g h g h g h gh gh gh gh gh gh gh
ghbecause they cannot be rank ordered, since no drug category can be considered more or less
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
ghbeneficial than another drug category (see Figure 1 -1; Grove & Gray, 2019).
gh gh gh gh gh gh gh gh gh g h gh gh
2. What is the mode for the current therapy variable in this study? Provide
g h g h g h g h g h g h g h g h g h g h g h g h
a rationale for your answer.
g h g h g h gh gh
Answer: The mode for current therapy was β blocker. A total of 100 (94%) of the cardiac
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
patients were receiving this category of drug, which was the most common
gh gh g h g h g h g h g h g h g h g h g h g h
prescribed drug for this sample.
g h g h g h g h gh
3. What statistics were conducted to describe the BMI of the cardiac patients in this
gh gh gh gh gh gh gh gh gh gh gh gh gh
ghsample? Discuss whether these analysis
gh techniques were appropriate or
g h g h g h g h g h g h g h
g hinappropriate.
Answer: BMI was described with a mean and standard deviation (SD). BMI measurement
gh gh gh gh gh gh gh gh gh gh gh gh
resulted in ratio-level data with continuous values and an absolute zero (Stone &
gh g h gh gh g h gh g h gh g h gh g h gh g h
g hFrazier, 2017). Ratio - level data should be analyzed with parametric statistics such as the
gh g h gh gh gh gh gh gh gh gh gh gh gh gh
mean and SD (Grove & Gray, 2017; Knapp, 2017).
gh gh gh gh gh gh gh gh gh
4. Researchers used the following item to measure registered nurses’ (RNs) income in a
gh gh gh gh gh gh gh gh gh gh gh gh
ghstudy: What category identifies your current income as an RN?
gh gh gh g h gh gh g h gh gh
a. Less than $50,000 gh gh
b. $50,000 to 59,999 gh gh
c. $60,000 to 69,999 gh gh
d. $70,000 to 80,000 gh gh
e. $80,000 or greater gh gh
What level of measurement is this income variable? Does the income variable
gh gh gh g h gh g h g h g h g h gh g h
follow the rules outlined in Figure 1-1? Provide a rationale for your answer.
gh gh gh g h g h gh g h g h g h gh g h gh gh
Answer: In this example, the income variable is measured at the ordinal level. The income
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
catego- ries are exhaustive, ranging from less than $50,000 to greater than $80,000.
gh gh gh gh gh gh gh gh gh gh gh gh gh
ghThe two open-ended g h gh
AG 1-1 gh
,AG 1-2
gh Answer g h Guidelines g h for g h Questions g h to g h Be g h Graded
categories ensure that all salary levels are covered. The categories are not exclusive, since
gh gh gh gh gh gh gh gh gh gh gh gh gh
catego- ries (d) and (e) include an $80,000 salary, so study participants
gh gh g h g h g h g h g h g h g h g h g h g h
making $80,000 might mark either (d) or (e) or both categories, resulting in
g h g h g h g h gh g h g h g h g h g h gh g h g h
gherroneous data. Category (e) could be changed to greater than $80,000, making
gh g h g h gh g h g h gh g h g h g h g h
the categories exclusive. The categories can be rank ordered from the lowest
g h g h g h g h g h g h g h g h g h gh gh gh
salary to the highest salary, which is consistent with ordinal data (Grove & Gray, 2019;
gh gh gh gh gh gh gh gh gh gh gh gh gh g h gh
Waltz et al., 2017).
gh gh gh gh
5. What level of measurement is the CDS score? Provide a rationale for your answer.
gh gh gh gh gh gh gh gh gh gh gh gh gh
Answer: The CDS score is at the interval level of measurement. The CDS is
g h g h g h g h gh g h g h g h g h g h g h g h gh
a 26-item Likert scale developed to measure depression in cardiac patients. Study
g h g h g h gh gh g h gh gh gh gh g h g h
participants rated their symp- toms on a scale of 1 to 7, with higher numbers indicating
gh g h gh g h gh gh gh gh gh gh gh gh gh gh gh gh
increased severity in the depression symptoms. The total scores for each subject
gh gh gh gh gh gh g h g h g h g h gh g h
obtained from this multi-item scale are considered to be at the interval level of
g h g h gh g h g h g h g h gh gh gh gh gh gh g h
measurement (Gray et al., 2017; Waltz et al., 2017).
g h gh gh gh gh gh gh gh gh
6. Were nonparametric or parametric analysis techniques used to analyze the CDS
gh gh gh gh gh g h gh gh gh g h
scores for the cardiac patients in this study? Provide a rationale for your
gh gh gh gh g h g h g h g h g h g h g h g h gh
answer.
gh
Answer: Parametric statistics, such as mean and SD, were conducted to describe CDS
gh gh gh gh gh gh g h g h g h g h gh g h
scoresfor study participants (see Table 1). CDS scores are interval-level data as indicated in
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
Questions 5, so parametric statistics are appropriate for this level of data (Gray et al., 2017;
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
Kim & Mallory, 2017).
gh gh gh gh
7. Is the prevalence of depression linked to the NYHA class? Discuss the
gh g h g h g h g h g h gh g h g h g h g h
clinical importance of this result.
g h g h gh gh gh
Answer: The study narrative indicated that the prevalence of depression increased
g h g h g h g h g h g h g h g h g h g h
with the greater NYHA class. In NYHA class III, 64% of the subjects were depressed,
g h g h gh gh gh gh gh gh gh gh gh gh gh gh gh
whereas 11% of the subjects were depressed in NYHA class I. Thus, as the NYHA class
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
increased, the number of sub- jects with depression increased. This is an expected finding
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
because as the NYHA class increases, cardiac patients have more severe physical symptoms,
gh gh gh gh gh gh gh gh gh gh gh gh gh
which usually result in emotional distress, such as depression. Nurses need to actively assess
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
cardiac patients for depression, especially those in higher NYHA classes, so they might
gh gh gh gh gh gh g h gh g h gh g h gh gh
be diagnosed and treated as needed.
g h gh g h gh gh g h
8. What frequency and percent of cardiac patients in this study were not
g h g h g h g h g h g h g h g h g h g h g h
being treated with an antidepressant? Show your calculations and round your
g h g h g h gh gh gh gh gh gh gh gh
answer to the nearest whole percent (%).
gh gh gh gh gh gh gh
Answer: A total of 106 cardiac patients participated in this study. The sample
gh gh g h g h g h g h g h g h g h g h g h g h
included 15 patients who were receiving an antidepressant (see Table 1). The
g h gh gh g h g h g h gh gh g h g h g h g h
g hnumber of cardiac patients not treated for depression was 91 (106 – 15 =
g h g h g h gh g h g h gh g h g h g h g h g h g h
91).
gh The group g hpercent is calculatedby the following
g h formula: (group g h g h g h g h gh g h g h
g hfrequency ÷ total sample size) × 100%.g h For this study,(91 patients ÷
g h g h g h g h g h g h g h g h gh gh
106 sample size) × 100% = 0.858 × 100% = 85.8% = 86%. The finalanswer is
gh gh gh gh gh gh gh gh gh gh gh gh gh gh g h g h
rounded to the nearest whole percent as directed in the question. You could
gh g h g h g h g h g h g h g h g h g h g h g h g h
havealso subtracted the 14% of patients treated with antidepressants from 100%
g h gh g h g h g h g h g h g h g h g h g h
and obtained the 86% who were not treated with an antidepressant.
g h g h g h g h gh g h g h gh g h gh gh
9. What was the purpose of the 6-minute walk test (6MWT)? Would the 6MWT be useful
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
in clinical practice?
gh gh gh
Answer: Ha et al. (2018) stated, “The 6-min walk test (6MWT) is a measure of the
gh gh gh gh gh gh gh gh gh gh gh gh gh gh gh
submaximal, steady-state functional capacity” of cardiac patients. This test would be a quick,
gh gh gh gh gh gh gh gh gh gh gh gh gh
easy way to determine a cardiac patient’s functional status in a clinical setting. This
gh gh gh gh gh gh gh gh gh gh gh gh g h g h
functional statusscore could be used to determine the treatment plan to promote
g h g h gh g h g h g h g h g h g h g h g h g h
or maintain functional statusof cardiac patients.
g h g h g h g h gh gh
, Answer g h Guidelines g h for g h Questions g h to g h Be g h Graded AG 1-3
gh
10. How was exercise confidence measured in this study? What was the level of
gh gh gh g h gh gh gh g h g h g h gh gh
measurement for the exercise confidence variable in this study? Provide a
g h gh gh gh gh g h g h g h g h g h g h
rationale for your answer. Answer: Exercise confidence of the patients with heart
g h gh gh gh gh gh gh gh gh gh gh gh
ghfailure (HF) in this study was measured with the Exercise Confidence Scale that
gh gh gh gh g h gh gh gh gh gh g h gh
included four subscales focused on walking, climbing, lifting objects of graded
gh gh g h gh gh gh gh gh g h gh gh
weight, and running (see the study narrative). This was a rating scale with
g h gh g h gh gh g h gh g h gh gh gh gh gh
values ranging from 0 to 100. The patients’ scores for the Total Exercise Confidence
gh gh gh gh gh gh gh gh gh gh gh gh gh gh
ghscale and the subscales were considered interval-level data and analyzed with
gh g h g h g h g h g h g h g h g h g h
parametric statistics, such as means and SDs (see the study narrative; Waltz et al.,
g h g h gh gh gh gh gh gh gh g h g h g h g h gh
2017).
g h