Extended Evaluation: Unraveling Medicaid Patient Trajectories and Improving Intervention Candidate Identification
Name
joglekar-natj-meng-eecs-2024-thesis.pdf
Description
Thesis PDF
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860.97 KB
Format
Adobe PDF
Checksum (MD5)
1622547e6266518ead2d88e21e994de5
Author(s)
Joglekar, Natasha
Advisor(s)
Doyle, Joseph
Date Issued
May 2024
Publisher
Massachusetts Institute of Technology
Abstract
We seek to conduct an analysis of the Camden Coalition’s Health Information Exchange (HIE) data to gain deeper insights into the trajectories of Medicaid patients through the health system. Recognizing the complex challenges of social determinants of health, this study seeks to find patterns and opportunities within the Medicaid population’s healthcare journeys. Through time series analysis we try to understand the utilization trajectories of Medicaid patients over time. Using this insight combined with predictive modeling, we then begin to develop a methodology for identifying persistent high-cost healthcare utilization, and think about how having this information may change program implementation.
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
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Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
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