CSBI HFMA EXAM PREP 2024/2025 – CERTIFIED
SPECIALIST BUSINESS INTELLIGENCE | 100%
VERIFIED QUESTIONS & ACCURATE ANSWERS
1. What is the fundamental purpose of engaging in healthcare analytics?
A. To increase patient satisfaction scores
B. To understand what is happening and find a path forward
C. To reduce operational costs immediately
D. To replace clinical decision-making
Correct Answer: B
Rationale: The primary goal of healthcare analytics is to analyze data to understand
current trends and inform strategic decisions, not to replace clinical judgment or solely
focus on cost reduction.
2. Which business function ensures monetary resources are available for healthcare
operations?
A. Marketing
B. Operations
C. Finance
D. Human Resources
Correct Answer: C
Rationale: Finance secures and manages monetary resources to support healthcare
operations.
3. What is a challenging area of the healthcare continuum of care?
A. Excessive coordination
B. Lack of coordination
C. Overuse of preventative care
D. Simplified service delivery
Correct Answer: B
Rationale: Lack of coordination is a significant challenge in the healthcare continuum,
leading to fragmented care delivery.
4. Which type of service is associated with "At Risk - mild" in the health continuum?
A. Preventative care
B. Specialty care
C. Chronic care
D. Long-term care
Correct Answer: B
Rationale: The "At Risk - mild" category involves specialty care to address specific
health issues.
5. What has driven the evolution of healthcare analytics?
A. Decreased computing power
B. Increased abundance of healthcare data
C. Reduced need for data storage
, D. Fewer skilled analysts
Correct Answer: B
Rationale: The growth in healthcare data volume has significantly advanced analytics
capabilities.
6. Big Data in healthcare refers to:
A. Growth in data volume, variety, and velocity
B. Small, easily manageable datasets
C. Data stored only in paper records
D. Data from a single source
Correct Answer: A
Rationale: Big Data encompasses large, diverse, and rapidly generated datasets requiring
advanced analytics.
7. What is a key skill for business intelligence professionals?
A. Inspecting, cleaning, and transforming data
B. Performing clinical procedures
C. Managing patient appointments
D. Conducting surgical interventions
Correct Answer: A
Rationale: BI professionals focus on data inspection, cleaning, and transformation to
support decision-making.
8. Which analytics tool is commonly used for data visualization?
A. Microsoft Excel
B. Tableau
C. SQL Server
D. Epic EHR
Correct Answer: B
Rationale: Tableau is a leading tool for creating interactive data visualizations in
healthcare analytics.
9. What is the primary goal of data integrity in healthcare BI?
A. To increase data storage capacity
B. To ensure data accuracy and consistency
C. To reduce data collection efforts
D. To limit data access
Correct Answer: B
Rationale: Data integrity ensures that data is accurate, consistent, and reliable for
decision-making.
10. Which statistical measure describes the average of a dataset?
A. Median
B. Mode
C. Mean
D. Midrange
Correct Answer: C
Rationale: The mean is the arithmetic average, calculated by summing values and
dividing by the count.
11. What does a high correlation coefficient indicate?
A. No relationship between variables
SPECIALIST BUSINESS INTELLIGENCE | 100%
VERIFIED QUESTIONS & ACCURATE ANSWERS
1. What is the fundamental purpose of engaging in healthcare analytics?
A. To increase patient satisfaction scores
B. To understand what is happening and find a path forward
C. To reduce operational costs immediately
D. To replace clinical decision-making
Correct Answer: B
Rationale: The primary goal of healthcare analytics is to analyze data to understand
current trends and inform strategic decisions, not to replace clinical judgment or solely
focus on cost reduction.
2. Which business function ensures monetary resources are available for healthcare
operations?
A. Marketing
B. Operations
C. Finance
D. Human Resources
Correct Answer: C
Rationale: Finance secures and manages monetary resources to support healthcare
operations.
3. What is a challenging area of the healthcare continuum of care?
A. Excessive coordination
B. Lack of coordination
C. Overuse of preventative care
D. Simplified service delivery
Correct Answer: B
Rationale: Lack of coordination is a significant challenge in the healthcare continuum,
leading to fragmented care delivery.
4. Which type of service is associated with "At Risk - mild" in the health continuum?
A. Preventative care
B. Specialty care
C. Chronic care
D. Long-term care
Correct Answer: B
Rationale: The "At Risk - mild" category involves specialty care to address specific
health issues.
5. What has driven the evolution of healthcare analytics?
A. Decreased computing power
B. Increased abundance of healthcare data
C. Reduced need for data storage
, D. Fewer skilled analysts
Correct Answer: B
Rationale: The growth in healthcare data volume has significantly advanced analytics
capabilities.
6. Big Data in healthcare refers to:
A. Growth in data volume, variety, and velocity
B. Small, easily manageable datasets
C. Data stored only in paper records
D. Data from a single source
Correct Answer: A
Rationale: Big Data encompasses large, diverse, and rapidly generated datasets requiring
advanced analytics.
7. What is a key skill for business intelligence professionals?
A. Inspecting, cleaning, and transforming data
B. Performing clinical procedures
C. Managing patient appointments
D. Conducting surgical interventions
Correct Answer: A
Rationale: BI professionals focus on data inspection, cleaning, and transformation to
support decision-making.
8. Which analytics tool is commonly used for data visualization?
A. Microsoft Excel
B. Tableau
C. SQL Server
D. Epic EHR
Correct Answer: B
Rationale: Tableau is a leading tool for creating interactive data visualizations in
healthcare analytics.
9. What is the primary goal of data integrity in healthcare BI?
A. To increase data storage capacity
B. To ensure data accuracy and consistency
C. To reduce data collection efforts
D. To limit data access
Correct Answer: B
Rationale: Data integrity ensures that data is accurate, consistent, and reliable for
decision-making.
10. Which statistical measure describes the average of a dataset?
A. Median
B. Mode
C. Mean
D. Midrange
Correct Answer: C
Rationale: The mean is the arithmetic average, calculated by summing values and
dividing by the count.
11. What does a high correlation coefficient indicate?
A. No relationship between variables
