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What are Predictive Model tools?
Predictive Model tools are software
applications that use claims, pharmacy and eligibility data to
predict which members in a health plan are most likely to be
high-risk / high-cost patients within the next 12 months.
What do Predictive Models do for
your organization?
Today's health care market demands
that health plans improve the quality of care, control costs,
and set renewal premiums more appropriately. To be successful in
any given market, a health plan must be able to assess
accurately health care needs in their covered populations. The
primary objective of an effective Predictive Model is to
prospectively identify members within your plan who have the
greatest need for medical services. Instead of reviewing member
utilization patterns at random in an attempt to find gaps in
care, you are now directed to specific members who are most
likely to benefit from your disease intervention programs. By
intervening early, before a member's health worsens, you not
only improve the quality of care, but also reduce costs.
Actuaries and underwriters can use Predictive Model Tools to
evaluate better the risk burden of renewing groups. This
knowledge is extremely valuable when setting renewal premiums
and can help your organization improve your medical cost ratios.
IDS, Inc. utilizes Symmetry Health Data Systems - Episode Risk
GroupsTM (ERGs) as the underlying methodology supporting our
Predictive Model.
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