10 exam-style questions with answers and explanations, straight from our 1,030-question bank. Tap an answer to check yourself. When you're ready, take the scored version in the free practice test.
These 10 free CSBI questions are organized by exam domain, so you can see how each part of the Certified Specialist Business Intelligence blueprint is tested. Reveal the answer and explanation under each question.
Domain 1: Understanding the Industry
Question 1
Under a capitated contract, a physician group receives a fixed payment per enrolled member per month for a defined set of outpatient services. A care-coordination program reduces unnecessary visits while maintaining measured access and quality. Enrollment, payment rates, and incentive payments are unchanged. The chief financial officer asks how fewer visits affect the contract's revenue and margin. The most supportable answer is:
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Correct answer: B - Revenue is unchanged; margin improvement depends on avoidable costs relative to the program's expense.
Domain 2: The Business of Providing Healthcare Services
Question 2
An imaging center is offered a one-time contract for 200 examinations at a collectible payment of $160 each. Its usual charge is $300. Each examination incurs $70 in variable cost and is assigned $110 in existing fixed overhead. Accepting the contract also requires a $4,000 setup expense. Available capacity is sufficient; no existing examinations will be displaced, and staffing and other fixed expenses will not change. Considering only the incremental financial effect, what should the analyst recommend?
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Correct answer: A - Accept: a $14,000 increase in operating income after variable costs and setup expense.
Question 3
At month-end, a hospital reports net patient accounts receivable of $4.8 million and gross patient accounts receivable of $7.2 million. For the most recent three months, comprising 90 days, net patient-service revenue is $9 million and gross patient-service revenue is $18 million. The figures are already reconciled to the applicable measure definitions. Hospital policy requires an account-resolution review when net days in accounts receivable exceeds 40 days. Using the HFMA MAP measure, which result and response belong in the report?
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Correct answer: C - 48 days; the result triggers the required account-resolution review.
Domain 3: The Discipline of Business Intelligence
Question 4
Missing prior authorization is the leading documented reason for an outpatient service's payment denials. Authorization specialists can resolve missing approvals before claims are released the following morning, but the existing denial report arrives after adjudication. The BI team is asked to support a daily 3 p.m. intervention. Select the report that most directly connects information to the available action.
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Correct answer: B - An encounter worklist of required authorizations still missing before the next claim release.
Domain 4: Business Intelligence Technical Skills
Question 5
A service-line report should total payments for encounters with at least one selected diagnosis. The query joins each payment transaction to the encounter's diagnosis records, then filters to the selected diagnoses. Some encounters have several qualifying diagnoses and several separate payments; different payments can have identical dollar amounts. The report overstates collections. Which change preserves the intended total?
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Correct answer: B - Filter payments using a distinct list of eligible encounter IDs, then sum their amounts.
Question 6
During emergency-department crowding, an analyst discovers that the bed-placement dashboard shows yesterday's bed availability as current. Placement staff are actively using it. The source bed-management system is accurate and accessible, and the approved fallback is to use its live view. The analyst is authorized to withdraw a faulty dashboard. What action takes priority over investigating the failed feed?
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Correct answer: D - Withdraw the faulty dashboard, alert bed placement, and direct staff to the verified source-system view.
Domain 5: Business Intelligence Analytical and Quantitative Skills
Question 7
Urban clinics account for 90% of a network's annual visits and rural clinics for 10%. An audit randomly selects 200 visits from each group so that rural documentation receives adequate review. The required referring-clinician field is missing in 10% of sampled urban visits and 30% of sampled rural visits. All sampled records are reviewed. What estimate of missing documentation should be reported for the network's annual visits?
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Correct answer: A - 12%, reflecting the urban and rural shares of the network's annual visits.
Question 8
A model is intended to predict a missed appointment when the appointment is booked. Its development table was assembled after the appointment dates and includes booking lead time, prior missed visits, and whether a check-in was recorded for the appointment being predicted. Performance is excellent on a holdout containing different patients from the training set. Before relying on that result, what revision is essential?
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Correct answer: C - Rebuild and retest using only predictors available when the appointment is booked.
Question 9
A randomized scheduling pilot estimates that the new workflow reduces mean appointment wait by 0.6 days, with a two-sided 95% confidence interval of 0.2 to 1.0 days. Before the pilot, finance specified that a reduction of at least 2.0 days was needed to justify the added operating cost. Other costs and benefits are unchanged. Which statement accurately separates the statistical finding from the business decision?
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Correct answer: D - The results support a small improvement, but not the reduction required for the business case.
Domain 6: Relationship, Change Management, and Consulting Skills
Question 10
During a productivity review, a supervisor tells the BI lead, 'Your dashboard makes our team look inefficient because it ignores time spent resolving complex appeals.' The reported calculations reconcile, but the pilot did not measure appeal work. The BI lead needs the team's cooperation to evaluate the comparison. Which reply best combines professional influence with a defensible analytical response?
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Correct answer: D - Let's map the appeal work and test whether the comparison needs a workload adjustment.
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