COMPREHENSIVE CERTIFICATION EXAMINATION | 50 VERIFIED QUESTIONS & RATIONALES | NEWEST EXAM 2026/2027
CSBI
CERTIFIED SPECIALIST
BUSINESS INTELLIGENCE - HFMA
50 QUESTIONS CSBI HFMA RATIONALES 2026/2027 NEWEST
, EXAM COVERAGE AREAS
Domain 1: Healthcare Finance & BI Fundamentals
• Healthcare finance revenue cycle
• Business intelligence BI fundamentals
• Data warehousing ETL
• KPIs
Domain 2: Data Analytics & Visualization
• Data analytics descriptive predictive
• Visualization dashboards
• SQL Excel
• Reporting
Domain 3: Decision Support & Value
• Decision support
• Cost accounting value-based
• Benchmarking
• Latest 2026/2027
CSBI Certified Specialist Business Intelligence HFMA 2026/2027 50Q Page 2
, QUESTION 1: Healthcare BI and revenue cycle KPI?
A) BI data-driven decision support, revenue cycle KPI Days in AR, DNFB, clean claim rate, denial rate
B) No KPI
C) Only days
D) Only denial
CORRECT ANSWER: A) BI data-driven decision support, revenue cycle KPI Days in AR,
DNFB, clean claim rate, denial rate
RATIONALE: CSBI: Business intelligence transforms data to actionable insights for finance. Revenue cycle
KPIs Days in Accounts Receivable, Discharged Not Final Billed DNFB, clean claim rate, denial rate, net
collection rate. Data warehousing ETL extract transform load.
QUESTION 2: Descriptive vs predictive analytics healthcare?
A) Descriptive what happened reporting dashboards, predictive what will happen forecasting
readmission, prescriptive what should do
B) Same
C) Only descriptive
D) Only predictive
CORRECT ANSWER: A) Descriptive what happened reporting dashboards, predictive
what will happen forecasting readmission, prescriptive what should do
RATIONALE: Analytics: descriptive what happened historical reporting dashboards KPIs, diagnostic why
happened root cause, predictive what will happen forecasting regression readmission risk, prescriptive what
should do optimization recommendations. Visualization best practices bar line pie heat map.
QUESTION 3: Cost accounting and value-based care BI?
A) Cost accounting RCC cost-to-charge, RVU, TDABC time-driven activity-based costing,
value-based care cost vs outcome quality
B) No cost accounting
C) Only RCC
D) Only TDABC
CORRECT ANSWER: A) Cost accounting RCC cost-to-charge, RVU, TDABC time-driven
activity-based costing, value-based care cost vs outcome quality
RATIONALE: Healthcare finance: cost accounting methods ratio cost-to-charge RCC, relative value units
RVU, time-driven activity-based costing TDABC capacity cost rate time. Value-based care value = outcome /
cost, benchmarking internal external. Decision support cost benefit.
QUESTION 4: Healthcare BI and revenue cycle KPI?
A) BI data-driven decision support, revenue cycle KPI Days in AR, DNFB, clean claim rate, denial rate
B) No KPI
C) Only days
D) Only denial
CORRECT ANSWER: A) BI data-driven decision support, revenue cycle KPI Days in AR,
DNFB, clean claim rate, denial rate
RATIONALE: CSBI: Business intelligence transforms data to actionable insights for finance. Revenue cycle
KPIs Days in Accounts Receivable, Discharged Not Final Billed DNFB, clean claim rate, denial rate, net
CSBI Certified Specialist Business Intelligence HFMA 2026/2027 50Q Page 3
CSBI
CERTIFIED SPECIALIST
BUSINESS INTELLIGENCE - HFMA
50 QUESTIONS CSBI HFMA RATIONALES 2026/2027 NEWEST
, EXAM COVERAGE AREAS
Domain 1: Healthcare Finance & BI Fundamentals
• Healthcare finance revenue cycle
• Business intelligence BI fundamentals
• Data warehousing ETL
• KPIs
Domain 2: Data Analytics & Visualization
• Data analytics descriptive predictive
• Visualization dashboards
• SQL Excel
• Reporting
Domain 3: Decision Support & Value
• Decision support
• Cost accounting value-based
• Benchmarking
• Latest 2026/2027
CSBI Certified Specialist Business Intelligence HFMA 2026/2027 50Q Page 2
, QUESTION 1: Healthcare BI and revenue cycle KPI?
A) BI data-driven decision support, revenue cycle KPI Days in AR, DNFB, clean claim rate, denial rate
B) No KPI
C) Only days
D) Only denial
CORRECT ANSWER: A) BI data-driven decision support, revenue cycle KPI Days in AR,
DNFB, clean claim rate, denial rate
RATIONALE: CSBI: Business intelligence transforms data to actionable insights for finance. Revenue cycle
KPIs Days in Accounts Receivable, Discharged Not Final Billed DNFB, clean claim rate, denial rate, net
collection rate. Data warehousing ETL extract transform load.
QUESTION 2: Descriptive vs predictive analytics healthcare?
A) Descriptive what happened reporting dashboards, predictive what will happen forecasting
readmission, prescriptive what should do
B) Same
C) Only descriptive
D) Only predictive
CORRECT ANSWER: A) Descriptive what happened reporting dashboards, predictive
what will happen forecasting readmission, prescriptive what should do
RATIONALE: Analytics: descriptive what happened historical reporting dashboards KPIs, diagnostic why
happened root cause, predictive what will happen forecasting regression readmission risk, prescriptive what
should do optimization recommendations. Visualization best practices bar line pie heat map.
QUESTION 3: Cost accounting and value-based care BI?
A) Cost accounting RCC cost-to-charge, RVU, TDABC time-driven activity-based costing,
value-based care cost vs outcome quality
B) No cost accounting
C) Only RCC
D) Only TDABC
CORRECT ANSWER: A) Cost accounting RCC cost-to-charge, RVU, TDABC time-driven
activity-based costing, value-based care cost vs outcome quality
RATIONALE: Healthcare finance: cost accounting methods ratio cost-to-charge RCC, relative value units
RVU, time-driven activity-based costing TDABC capacity cost rate time. Value-based care value = outcome /
cost, benchmarking internal external. Decision support cost benefit.
QUESTION 4: Healthcare BI and revenue cycle KPI?
A) BI data-driven decision support, revenue cycle KPI Days in AR, DNFB, clean claim rate, denial rate
B) No KPI
C) Only days
D) Only denial
CORRECT ANSWER: A) BI data-driven decision support, revenue cycle KPI Days in AR,
DNFB, clean claim rate, denial rate
RATIONALE: CSBI: Business intelligence transforms data to actionable insights for finance. Revenue cycle
KPIs Days in Accounts Receivable, Discharged Not Final Billed DNFB, clean claim rate, denial rate, net
CSBI Certified Specialist Business Intelligence HFMA 2026/2027 50Q Page 3
