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Work3

Resource type

Dissertation[remove]3

Creator

Jiang, Yangzi1
Kathy Lee1
Marone, Victoria1

Keyword

Healthcare[remove]3
Data Mining1
Data-Driven1
Health insurance1
Industrial organization1
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Subject

Computer Science1
Economics1
Operations research1

Language

en2

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Data-Driven Analytics in Healthcare Operations

Description:

This dissertation contains three essays that study the operational challenges in healthcare-related fields. We strive to integrate analytical modeling and empirical methods to study decision-making under uncertainty for practice- and data-driven problems. We use large-scale datasets (millions) gathered from years of data collection. To gain access to these proprietary data,...

Keyword:

Healthcare, Resource Sharing, and Data-Driven

Subject:

Operations research

Creator:

Jiang, Yangzi

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

06/22/2022

Date Created:

2022-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_903140 and http://dissertations.umi.com/northwestern:16089
Essays on Health Insurance Market Design

Description:

This dissertation studies three aspects of health insurance market regulation and design. Chapter 1 (which is joint work with Steve Cicala and Ethan Leiber) studies a regulatory mechanism used to constrain insurer market power. The mechanism targets health insurers' Medical Loss Ratio, which is the share of premiums spent on...

Keyword:

Healthcare, Industrial organization, Health insurance, Market design, and Moral hazard

Subject:

Economics

Creator:

Marone, Victoria

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/01/2021

Date Created:

2020-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_763445 and http://dissertations.umi.com/northwestern:15242
Mining Social Media for Healthcare Intelligence

Description:

Social media such as Twitter has risen as a powerful new communication medium for disseminating information on news, personal interests, experiences, and opinions. On social media, people talk about their lifestyle, health conditions and symptoms, search information on treatment options, and connect with people who have been through similar medical...

Keyword:

Healthcare, Data Mining, Twitter, Social Media, and Machine Learning

Subject:

Computer Science

Creator:

Kathy Lee

Owner:

digitalpublishing@northwestern.edu

Date Uploaded:

02/15/2019

Date Modified:

02/15/2019

Date Created:

2017-01-01

Resource Type:

Dissertation

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