CERTIFIED SPECIALIST BUSINESS
INTELLIGENCE HFMA 4 STUDY GUIDE 2026
COMPLETE QUESTIONS AND ANSWERS
◉ Which of the reimbursement models below establishes a single
prospective rate to all providers involved in a patient's care for the
providers to divide equitably among themselves? Answer: bundled
payment
are payments for specific healthcare services that are intended to be
shared among treatement care teams
◉ What are the drivers of consumerism Answer: 1. availiability of
information about diseases, treatments, physicians, and other health
professionals on the internet
2. expectations of consumers for convenience and levels of service
they have become accustomed to in other sectors of the economy
3. Increased patient cost sharing (high- deductible health plans)
turns patients into shopperthat demand price transparency
,◉ What is the outcomes-based payment model about? Answer:
about aligning incentives between health plans and providers and
reconfiguring the delivery system.
◉ What are the 3 ways both must understand and engage patients?
for the outcomes based payment model to succeed? Answer: 1.
Health plan and providers must learn how to attract patients and
increase the number of lives under mgmt
2. health pland and providers must eliminate unnceessary utlization
3. health plan and providers with the assistance of employers must
learn how to help patients change behaviors that drive adverse
outcomes
◉ A process by which organizational data is analyzed and converted
into information usable by decision-makers Answer: business
intelligence
◉ What is the business intelligence implementation process?
Answer: 1. Data strategy
2. Data availability
3. Data integrity
,◉ A critical first step in implementing a business intelligence
function is to agree on a data strategy that specifies:
What data is gathered
What is measured
A process to protect the accuracy of such data
Once this strategy is established, management must decide what
metrics will be monitored. In some cases, the metrics monitored will
be dictated by government regulators or private health plans.
Also, the organization may want to measure other metrics that
indicate progress toward strategic objectives. Answer: Data strategy
◉ For business intelligence data to be useful, it must be available to
decision-makers in time for them to take action on it.
Clinical measures indicating the quality of patient care should be
reported as frequently as possible (almost in real time if possible).
Other metrics, such as performance on a capitation contract or
income, do not need to be reported as often.
A schedule of priorities for the business intelligence function should
be established so that managers know when to expect information.
Answer: Data availiability
◉ A final critical element in business intelligence, particularly in
health [1] care, is a process for maintaining the integrity of data.
Data integrity is important not only for accurate reporting of clinical
, data that could influence patient care, but also for evaluating the
costs of care under fixed or prospective payment methodologies.
As healthcare information systems become more sophisticated, the
amount of data available is increasing rapidly. Business intelligence
personnel must closely monitor data accuracy, implement data
integrity checks and work with clinical and administrative system
users to address user error that could compromise data quality.
Answer: data integrity
◉ Karen White is Chief Financial Officer of Midwestern Health Plan.
Karen and the CEO have agreed to implement a business intelligence
function in the Plan. They want to gain a better understanding of
payments and quality outcomes. What items should Karen consider
as she begins to implement this function at Midwestern? Answer: A.
Bring financial and clinical staff together to plan and execute
analyses for the plan
◉ There are three steps in implementing business intelligence.
Which of the groups of steps below represent these three steps?
Answer: A. Data strategy, data availability, data integrity
◉ Payment in this definition of value is the "amount paid by all
purchasers of healthcare, including the insurer and patient."
Answer: payment for care
INTELLIGENCE HFMA 4 STUDY GUIDE 2026
COMPLETE QUESTIONS AND ANSWERS
◉ Which of the reimbursement models below establishes a single
prospective rate to all providers involved in a patient's care for the
providers to divide equitably among themselves? Answer: bundled
payment
are payments for specific healthcare services that are intended to be
shared among treatement care teams
◉ What are the drivers of consumerism Answer: 1. availiability of
information about diseases, treatments, physicians, and other health
professionals on the internet
2. expectations of consumers for convenience and levels of service
they have become accustomed to in other sectors of the economy
3. Increased patient cost sharing (high- deductible health plans)
turns patients into shopperthat demand price transparency
,◉ What is the outcomes-based payment model about? Answer:
about aligning incentives between health plans and providers and
reconfiguring the delivery system.
◉ What are the 3 ways both must understand and engage patients?
for the outcomes based payment model to succeed? Answer: 1.
Health plan and providers must learn how to attract patients and
increase the number of lives under mgmt
2. health pland and providers must eliminate unnceessary utlization
3. health plan and providers with the assistance of employers must
learn how to help patients change behaviors that drive adverse
outcomes
◉ A process by which organizational data is analyzed and converted
into information usable by decision-makers Answer: business
intelligence
◉ What is the business intelligence implementation process?
Answer: 1. Data strategy
2. Data availability
3. Data integrity
,◉ A critical first step in implementing a business intelligence
function is to agree on a data strategy that specifies:
What data is gathered
What is measured
A process to protect the accuracy of such data
Once this strategy is established, management must decide what
metrics will be monitored. In some cases, the metrics monitored will
be dictated by government regulators or private health plans.
Also, the organization may want to measure other metrics that
indicate progress toward strategic objectives. Answer: Data strategy
◉ For business intelligence data to be useful, it must be available to
decision-makers in time for them to take action on it.
Clinical measures indicating the quality of patient care should be
reported as frequently as possible (almost in real time if possible).
Other metrics, such as performance on a capitation contract or
income, do not need to be reported as often.
A schedule of priorities for the business intelligence function should
be established so that managers know when to expect information.
Answer: Data availiability
◉ A final critical element in business intelligence, particularly in
health [1] care, is a process for maintaining the integrity of data.
Data integrity is important not only for accurate reporting of clinical
, data that could influence patient care, but also for evaluating the
costs of care under fixed or prospective payment methodologies.
As healthcare information systems become more sophisticated, the
amount of data available is increasing rapidly. Business intelligence
personnel must closely monitor data accuracy, implement data
integrity checks and work with clinical and administrative system
users to address user error that could compromise data quality.
Answer: data integrity
◉ Karen White is Chief Financial Officer of Midwestern Health Plan.
Karen and the CEO have agreed to implement a business intelligence
function in the Plan. They want to gain a better understanding of
payments and quality outcomes. What items should Karen consider
as she begins to implement this function at Midwestern? Answer: A.
Bring financial and clinical staff together to plan and execute
analyses for the plan
◉ There are three steps in implementing business intelligence.
Which of the groups of steps below represent these three steps?
Answer: A. Data strategy, data availability, data integrity
◉ Payment in this definition of value is the "amount paid by all
purchasers of healthcare, including the insurer and patient."
Answer: payment for care
