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    Question

    Which of the following best describes the main objective

    of predictive analytics in healthcare, particularly in the context of improving patient care?
    A To classify patients into high-risk and low-risk categories Correct Answer Incorrect Answer
    B To predict patient outcomes such as disease progression or recovery Correct Answer Incorrect Answer
    C To identify trends in the overall healthcare costs Correct Answer Incorrect Answer
    D To optimize the allocation of hospital resources Correct Answer Incorrect Answer
    E To analyze historical medical data for research purposes Correct Answer Incorrect Answer

    Solution

    Predictive analytics in healthcare primarily aims to forecast patient outcomes, such as disease progression, recovery times, and potential complications. By leveraging data, including medical history, genetic information, lifestyle factors, and treatment responses, predictive models can offer personalized treatment plans and allow healthcare providers to intervene before conditions worsen. The goal is to provide timely interventions that improve patient outcomes, reduce unnecessary hospital admissions, and optimize recovery paths. While classification and resource optimization are important, the central aim in healthcare analytics remains the prediction of individual patient trajectories for better care management. Why Other Options Are Incorrect: • A: Classifying patients into risk categories is a part of predictive analytics, but the main objective is to predict specific patient outcomes based on data, rather than just categorization. • C: While predicting healthcare costs is an important aspect of healthcare analytics, it does not directly contribute to improving individual patient care. • D: Optimizing hospital resource allocation is crucial for efficiency, but predictive analytics in healthcare is more concerned with patient-specific outcomes rather than logistical or resource issues. • E: Analyzing historical data for research purposes can help improve healthcare, but predictive analytics focuses on future patient outcomes rather than retrospective research.

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