Page 1 of 44
D514/ WGU D514 - ANALYTICAL METHODS OF
HEALTHCARE LEADERS OA EXAM | D514 -
OBJECTIVE ASSESSMENT FINAL EXAM NEWEST
2026 ACTUAL EXAM QUESTIONS AND CORRECT
DETAILED ANSWERS (VERIFIED ANSWERS) ALL
ANSWERED {120 Q & A} ALREADY GRADED A+ |
BRAND NEW! | 100% GUARANTEED PASS | WGU
A nutritionist is assessing the impact of patient education on
dietary behavior. The treatment involves having a group attend
a cooking class. They will then be assessed on the likelihood
of using the cooking information learned.Which data source
should the nutritionist use?
Post-op exam results
Posttest exam results
Participant obesity levels
Statewide education levels - ✔✔✔ Correct Answer > Posttest exam
results
There have been recent complaints at a pharmacy regarding
care, wait times, and errors. The administrator wants to
further examine customer satisfaction rates. After examining
more information the administrator decides to develop a new
patient portal that will allow patients to perform a refill
request online.
,Page 2 of 44
The system will also allow patients to request refills via text or
mobile devices.The administrator wants to determine if the
complaints regarding the care, wait time, and errors at the
pharmacy are associated with customer satisfaction.How were
inferential statistics applied to arrive at this decision?
A factor analysis was performed regarding patient portals.
A linear regression was performed regarding patient portals.
A factor analysis was performed regarding customer
satisfaction rates.
A linear regression was performed regarding customer
satisfaction rates. - ✔✔✔ Correct Answer > A linear regression was
performed regarding customer satisfaction rates.
A hospital is experiencing a high rate of nursing turnover
during the first year at the hospital. There are many theories
as to why turnover in this cohort is so high. The chief
executive officer (CEO) has asked the nursing director to study
this further and develop some tactics to improve nursing
retention. The director plans to gather data, conduct some
statistical analysis, and report back to the CEO with an
improvement plan.How should the nursing director apply
cluster analysis to study this issue?
By removing variables unrelated to nursing turnover from the
analysis
By grouping nurses into categories related to the reasons they
resigned
,Page 3 of 44
By studying the strength of the relationship between turnover
and other variables
By testing the difference of the mean values among various
reasons for resignation - ✔✔✔ Correct Answer > By grouping nurses
into categories related to the reasons they resigned
A healthcare administrator decided to implement email safety
training classes for all employees after reading about
computer hacks through phishing. An exam was given to the
employees after the training.
How should the organization use the pass rate data from the
assessment?
To identify areas of potential data disclosure
To compare mean scores to determine
efficacy
To see if additional educational efforts are needed
To determine the level of insurance that will be needed - ✔✔✔
Correct Answer > To see if additional educational efforts are needed
A hospital would like to reduce the outstanding accounts
receivables with large amounts. The chief financial officer
(CFO) asked the director of patient accounts to identify
delinquent accounts based on patient demographics to create
a collection process through the patient portal.How should the
CFO use the data?
To outsource the hospital's collection function
, Page 4 of 44
To implement improvements in the revenue cycle process
To explain delays in collection to the board's finance committee
To replace staff in areas where substandard performance is
identified - ✔✔✔ Correct Answer > To implement improvements in the
revenue cycle process
Research has determined that the number of sleep
interruptions in patients with fibromyalgia has a detrimental
impact on the clinical outcome of the disease. The data from
the research are given in the following table:
Fibromyalgia Patients 36
Male: 22 Female: 14
age Male: 58 Female: 52
Average Reported Sleep Disruptions 100
Standard Deviation 5
Control group 1000
Male: 592 Female: 408
age Male: 47 Female: 50
Average Reported Sleep Disruptions 99
SD 2.5
To recommend that fibromyalgia patients be treated for
insomnia
To recommend that fibromyalgia patients be screened for sleep
deprivation
D514/ WGU D514 - ANALYTICAL METHODS OF
HEALTHCARE LEADERS OA EXAM | D514 -
OBJECTIVE ASSESSMENT FINAL EXAM NEWEST
2026 ACTUAL EXAM QUESTIONS AND CORRECT
DETAILED ANSWERS (VERIFIED ANSWERS) ALL
ANSWERED {120 Q & A} ALREADY GRADED A+ |
BRAND NEW! | 100% GUARANTEED PASS | WGU
A nutritionist is assessing the impact of patient education on
dietary behavior. The treatment involves having a group attend
a cooking class. They will then be assessed on the likelihood
of using the cooking information learned.Which data source
should the nutritionist use?
Post-op exam results
Posttest exam results
Participant obesity levels
Statewide education levels - ✔✔✔ Correct Answer > Posttest exam
results
There have been recent complaints at a pharmacy regarding
care, wait times, and errors. The administrator wants to
further examine customer satisfaction rates. After examining
more information the administrator decides to develop a new
patient portal that will allow patients to perform a refill
request online.
,Page 2 of 44
The system will also allow patients to request refills via text or
mobile devices.The administrator wants to determine if the
complaints regarding the care, wait time, and errors at the
pharmacy are associated with customer satisfaction.How were
inferential statistics applied to arrive at this decision?
A factor analysis was performed regarding patient portals.
A linear regression was performed regarding patient portals.
A factor analysis was performed regarding customer
satisfaction rates.
A linear regression was performed regarding customer
satisfaction rates. - ✔✔✔ Correct Answer > A linear regression was
performed regarding customer satisfaction rates.
A hospital is experiencing a high rate of nursing turnover
during the first year at the hospital. There are many theories
as to why turnover in this cohort is so high. The chief
executive officer (CEO) has asked the nursing director to study
this further and develop some tactics to improve nursing
retention. The director plans to gather data, conduct some
statistical analysis, and report back to the CEO with an
improvement plan.How should the nursing director apply
cluster analysis to study this issue?
By removing variables unrelated to nursing turnover from the
analysis
By grouping nurses into categories related to the reasons they
resigned
,Page 3 of 44
By studying the strength of the relationship between turnover
and other variables
By testing the difference of the mean values among various
reasons for resignation - ✔✔✔ Correct Answer > By grouping nurses
into categories related to the reasons they resigned
A healthcare administrator decided to implement email safety
training classes for all employees after reading about
computer hacks through phishing. An exam was given to the
employees after the training.
How should the organization use the pass rate data from the
assessment?
To identify areas of potential data disclosure
To compare mean scores to determine
efficacy
To see if additional educational efforts are needed
To determine the level of insurance that will be needed - ✔✔✔
Correct Answer > To see if additional educational efforts are needed
A hospital would like to reduce the outstanding accounts
receivables with large amounts. The chief financial officer
(CFO) asked the director of patient accounts to identify
delinquent accounts based on patient demographics to create
a collection process through the patient portal.How should the
CFO use the data?
To outsource the hospital's collection function
, Page 4 of 44
To implement improvements in the revenue cycle process
To explain delays in collection to the board's finance committee
To replace staff in areas where substandard performance is
identified - ✔✔✔ Correct Answer > To implement improvements in the
revenue cycle process
Research has determined that the number of sleep
interruptions in patients with fibromyalgia has a detrimental
impact on the clinical outcome of the disease. The data from
the research are given in the following table:
Fibromyalgia Patients 36
Male: 22 Female: 14
age Male: 58 Female: 52
Average Reported Sleep Disruptions 100
Standard Deviation 5
Control group 1000
Male: 592 Female: 408
age Male: 47 Female: 50
Average Reported Sleep Disruptions 99
SD 2.5
To recommend that fibromyalgia patients be treated for
insomnia
To recommend that fibromyalgia patients be screened for sleep
deprivation
