Risk estimation based on mixed normal distribution model for diabetes-related hospitalization claims.
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Insurance denials delay payments for tests to medical institutions and can decrease patient satisfaction due to unexpected billing. Our institution utilizes an ambulatory electronic health record (EHR) for routine clinical care that includes computerized physician order entry (CPOE). At our institution as well as others, considerable cost is associated with inappropriate diagnostic coding of needed procedures and tests by the physician. We developed a series of CPOE alerts and order sets targeting specific tests to address this problem. As a result, preliminary data shows that insurance denials fell by up to 37% for the targeted tests.
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The aim of the medical report in the area of short-term disability claims caused by psychological and psychosomatic disorders is to make a valid prognosis on the further development of absenteeism and/or to estimate the return-to-work probability of the claimant. An analysis of the current practice of determining the validity of claims caused by psychosomatic illnesses shows that it is inadequate and unsatisfactory, mainly as a result of its reliance on a cross-sectional based judgement. The authors present a structured guideline (Multi-Axial-Psychodiagnostic for short-term disability claims, MAP-KTG), which supports, via a multi-dimensional diagnosis process, the validation of the psychological and psychosomatic symptoms of the claimant. It is also used to assess the amount of functional disability with a higher degree of accuracy. The determination of the prognosis, with regard to future work prospects, can be obtained by applying a list of empirically generated variables proven to be associated with the return-to-work probability.
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Data warehouses can virtually eliminate claims-related paper and fax transactions for hospitals. Data are accessible electronically, decreasing the need for staff to check on outstanding claims status requests by phone. Data warehouse technology can be used to create analytical reports and identify issues by dollar volume or procedure code. Providers can receive instant reports on both the "front end," as they are submitted, and on the "back end," when claims are denied.
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