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