WGU D514 OBJECTIVE ASSESSMENT FINAL /WGU D514 ANALYTICAL
METHODS OF HEALTHCARE LEADERS OA EXAMS 2026|(QUESTIONS AND
WELL DETAILED ANSWERS)|ALREADY GRADED A+|LATEST UPDATE
2026/2027
The quality improvement team is reviewing quarterly incident reports and evaluating the
effect of Six Sigma strategies on the quantity of medication errors over the past two
years. The team hypothesizes a continuous reduction in medical errors for each
quarter.The sample consists of patient clinical and demographic characteristics.
Unfortunately, causation cannot be determined from the data available.Which research
method should be used to test the team's hypothesis?
Time-Series
Cross-Sectional
Pretest-posttest
Randomized Control Trial - RESOLUTION RESULT VERIFIED ANSWERS-Time-series
A hospital researcher has access to one year of hospital emergency department claims
data. The researcher is investigating the association of race on the timeliness of delivery
of care. The sample includes information on patient demographics, insurance
information, and emergency department factors. Due to patient confidentiality, the
sample does not include patient clinical information and outcomes.Which research
method should be used?
Time-Series
Cross-Sectional
Pretest-posttest
Randomized Control Trial - RESOLUTION RESULT VERIFIED ANSWERS-Cross Sectional
,A policy analyst is interested in determining if the prospective payment system (PPS) has
improved hospital efficiency over time during the past ten years. The sample for analysis
consists of ten years of data after the introduction of the PPS and includes measures of
efficiency and other relevant control variables. The analyst hypothesizes that hospital
efficiency should have increased each year after the PPS was implemented.Which
research method should the analyst use?
Time-Series
Cross-Sectional
Pretest-posttest
Randomized Control Trial - RESOLUTION RESULT VERIFIED ANSWERS-Time-Series
Which type of data analysis could be used in quantitative research?
Reporting the gender of participants
Ranking the severity order with 1 as the worst and 4 as the best
Reporting the distribution of results or outcomes
Using categorical variables with 0=no and 1=yes - RESOLUTION RESULT
VERIFIED ANSWERS- Reporting the distribution of results or outcomes
What is a characteristic of qualitative research methods?
Utilizes large sample sizes
Determines causal relationships
Generalizes results to the population
Introduces subjectivity to data collection - RESOLUTION RESULT VERIFIED ANSWERS-
Introduces subjectivity to data collection
, Many physician practices now utilize an electronic health record (EHR) system that
includes a secure messaging feature. Some of these practices have extended their
contact with patients by conducting virtual visits between people with diabetes and
nurses who are certified diabetes educators. The remote technology includes the ability
to monitor blood glucose data to determine if these values are within goal range. After
six months, the results of the blood glucose levels for the group participating in the
virtual visits were evaluated.Which research method was used?
Time-series
Clinical trial
Pretest-posttest
Cross-sectional - RESOLUTION RESULT VERIFIED ANSWERS-Cross-sectional
A researcher wants to determine whether continuity of care is improved with the use of
coordination of care documents among primary care physicians and specialists. The
researcher decides to review various published studies to assess the clinical
effectiveness of these documents on patient outcomes.Which research method is being
used?
Case study
Cohort study
Meta-analysis
Literature review - RESOLUTION RESULT VERIFIED ANSWERS-Meta-analysis
The state public health researcher wants to begin a five-year initiative to coordinate
immunizations for children in the foster care system. The results will be compared to
previous years to measure the effectiveness of the initiative.Which research method
should be used to study this initiative?
Case study
Cohort study
Longitudinal study
METHODS OF HEALTHCARE LEADERS OA EXAMS 2026|(QUESTIONS AND
WELL DETAILED ANSWERS)|ALREADY GRADED A+|LATEST UPDATE
2026/2027
The quality improvement team is reviewing quarterly incident reports and evaluating the
effect of Six Sigma strategies on the quantity of medication errors over the past two
years. The team hypothesizes a continuous reduction in medical errors for each
quarter.The sample consists of patient clinical and demographic characteristics.
Unfortunately, causation cannot be determined from the data available.Which research
method should be used to test the team's hypothesis?
Time-Series
Cross-Sectional
Pretest-posttest
Randomized Control Trial - RESOLUTION RESULT VERIFIED ANSWERS-Time-series
A hospital researcher has access to one year of hospital emergency department claims
data. The researcher is investigating the association of race on the timeliness of delivery
of care. The sample includes information on patient demographics, insurance
information, and emergency department factors. Due to patient confidentiality, the
sample does not include patient clinical information and outcomes.Which research
method should be used?
Time-Series
Cross-Sectional
Pretest-posttest
Randomized Control Trial - RESOLUTION RESULT VERIFIED ANSWERS-Cross Sectional
,A policy analyst is interested in determining if the prospective payment system (PPS) has
improved hospital efficiency over time during the past ten years. The sample for analysis
consists of ten years of data after the introduction of the PPS and includes measures of
efficiency and other relevant control variables. The analyst hypothesizes that hospital
efficiency should have increased each year after the PPS was implemented.Which
research method should the analyst use?
Time-Series
Cross-Sectional
Pretest-posttest
Randomized Control Trial - RESOLUTION RESULT VERIFIED ANSWERS-Time-Series
Which type of data analysis could be used in quantitative research?
Reporting the gender of participants
Ranking the severity order with 1 as the worst and 4 as the best
Reporting the distribution of results or outcomes
Using categorical variables with 0=no and 1=yes - RESOLUTION RESULT
VERIFIED ANSWERS- Reporting the distribution of results or outcomes
What is a characteristic of qualitative research methods?
Utilizes large sample sizes
Determines causal relationships
Generalizes results to the population
Introduces subjectivity to data collection - RESOLUTION RESULT VERIFIED ANSWERS-
Introduces subjectivity to data collection
, Many physician practices now utilize an electronic health record (EHR) system that
includes a secure messaging feature. Some of these practices have extended their
contact with patients by conducting virtual visits between people with diabetes and
nurses who are certified diabetes educators. The remote technology includes the ability
to monitor blood glucose data to determine if these values are within goal range. After
six months, the results of the blood glucose levels for the group participating in the
virtual visits were evaluated.Which research method was used?
Time-series
Clinical trial
Pretest-posttest
Cross-sectional - RESOLUTION RESULT VERIFIED ANSWERS-Cross-sectional
A researcher wants to determine whether continuity of care is improved with the use of
coordination of care documents among primary care physicians and specialists. The
researcher decides to review various published studies to assess the clinical
effectiveness of these documents on patient outcomes.Which research method is being
used?
Case study
Cohort study
Meta-analysis
Literature review - RESOLUTION RESULT VERIFIED ANSWERS-Meta-analysis
The state public health researcher wants to begin a five-year initiative to coordinate
immunizations for children in the foster care system. The results will be compared to
previous years to measure the effectiveness of the initiative.Which research method
should be used to study this initiative?
Case study
Cohort study
Longitudinal study
