Publications

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Research Summary

Overview

Professor Goh’s primary research interest is applying mathematical models to real-world problems in health care in order to inform, improve, and enhance medical decision making and health policy. His recent work in this domain focuses on developing new methods for... View Details

Keywords: Uncertainty; Optimization; Inventory Management; Health; Decision Making; Supply Chain

February 2000
Case

E2M Health Services

By: Richard M.J. Bohmer and Naomi Atkins

Outlines the growth of an innovative diabetes disease management organization from 1994-99. Having demonstrated the success of their model in managing diabetes populations in Texas and New York State, the CEO and president must decide the future strategy of the company... View Details

Keywords: Business Model; Customer Focus and Relationships; Decision Choices and Conditions; Financial Markets; Revenue; Innovation and Invention; Business or Company Management; Marketing Strategy; Internet; Health Industry

June 2006 (Revised June 2007)
Background Note

The Challenge Facing the U.S. Healthcare Delivery System

By: Richard M.J. Bohmer and Carin-Isabel Knoop

Discusses the challenges currently facing the U.S. health care delivery system. These challenges frame the problems managers of delivery organizations are currently facing. They include a burgeoning gap between demand and supply. Demand for health care services is... View Details

Keywords: Health Care and Treatment; Health Industry; United States

April 2012 (Revised February 2013)
Case

Learning About Reducing Hospital Mortality at Kaiser Permanente

By: Anita Tucker

In 2011, Kaiser Permanente Northern California (KPNC) region's efforts to reduce mortality in their 21 hospitals is showing promise. They developed and launched a region-wide initiative to improve the treatment of sepsis, a serious and often deadly medical condition.... View Details

Keywords: Change Management; Health Care and Treatment; Performance Improvement; Health Industry; California

April 12, 2022
Article

Evaluation of Individual and Ensemble Probabilistic Forecasts of COVID-19 Mortality in the United States

By: Estee Y. Cramer, Evan L. Ray, Velma K. Lopez, Johannes Bracher, Andrea Brennen, Alvaro J. Castro Rivadeneira, Michael Lingzhi Li and et al.

Short-term probabilistic forecasts of the trajectory of the COVID-19 pandemic in the United States have served as a visible and important communication channel between the scientific modeling community and both the general public and decision-makers. Forecasting models... View Details

Keywords: COVID-19; Forecasting and Prediction; Health Pandemics; Mathematical Methods; Partners and Partnerships

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14 Feb 2023
HBS Case

Is Sweden Still 'Sweden'? A Liberal Utopia Grapples with an Identity Crisis

country is shifting away from the liberal Social Democratic Party that has been the benchmark of its system. Fewer young Swedes are joining unions, and American-style private schools and medical care have taken root. “Americans, myself... View Details

Keywords: by Lane Lambert

13 Mar 2007
First Look

First Look: March 13, 2007

medical knowledge changes constantly, and hospital care units must learn if they are to provide high quality care. To develop a model of how improvement project teams promote essential organizational... View Details

Keywords: Martha Lagace

08 Jun 2015
Working Paper Summaries

Physician Beliefs and Patient Preferences: A New Look at Regional Variation in Health Care Spending

Keywords: by David Cutler, Jonathan Skinner, Ariel Dora Stern & David Wennberg; Health

April 2015
Case

Carolinas HealthCare System: Consumer Analytics

By: John A. Quelch and Margaret L. Rodriguez

In 2014, Dr. Michael Dulin, chief clinical officer for analytics and outcomes research and head of the Dickson Advanced Analytics (DA2) group at Carolinas HealthCare System (CHS), successfully unified all analytics talent and resources into one group over a three year... View Details

Keywords: Consumer Segmentation; Big Data; Management Information Systems; Hospital Management; Health Care and Treatment; Marketing; Segmentation; Analytics and Data Science; Information Management; Information Technology; Health; Health Industry; United States

2023
Working Paper

The Market for Healthcare in Low Income Countries

By: Abhijit Banerjee, Abhijit Chowdhury, Jishnu Das, Jeffrey Hammer, Reshmaan Hussam and Aakash Mohpal

Patient trust is an important driver of the demand for healthcare. But it may also impact supply: doctors who realize that patients may not trust them may adjust their behavior in response. We assemble a large dataset that assesses clinical performance using... View Details

Keywords: Health Care and Treatment; Quality; Developing Countries and Economies; Trust

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Teaching Interest

Interpretability and Explainability in Machine Learning

By: Himabindu Lakkaraju

As machine learning models are increasingly being employed to aid decision makers in high-stakes settings such as healthcare and criminal justice, it is important to ensure that the decision makers correctly understand and consequent trust the functionality of these... View Details

September 2022
Case

Proactive for Her

By: Rembrand Koning and Kairavi Dey

Proactive for Her began amid the COVID-19 pandemic, in August 2020 as a digital platform to provide accessible, evidence-based, primary, preventive non-judgmental healthcare services for Indian women, who were often dissuaded from seeking help as premarital sex and... View Details

Keywords: Women's Health; Healthcare; India; Start-up; Telehealth; Digital Platforms; Health Care and Treatment; Customer Focus and Relationships; Business Startups; Health Industry; Asia; South Asia; India

June 2014 (Revised April 2015)
Case

OrthoChoice: Bundled Payments in the County of Stockholm (A)

By: Michael E. Porter, Clifford M. Marks and Zachary C. Landman

It was the waiting that drew the attention of the Stockholm County Council. In 2008, patients seeking a hip or knee replacement in Stockholm County faced wait times of up to two years of sometimes debilitating pain, intermittent missed work and income, and the trials... View Details

Keywords: Bundled Payment; Health Care Quality; Health Care; Sweden; Hip Replacement; Knee Replacement; Orthopedics; Health Care and Treatment; Health Disorders; Health; Health Industry; Sweden

February 2014
Article

Causes and Frequency of Unplanned Hospital Readmission After Total Hip Arthroplasty.

By: W. W. Schairer, D. C. Sing, T. P. Vail and K J Bozic

BACKGROUND:
Total hip arthroplasty (THA) is a beneficial and cost-effective procedure for patients with osteoarthritis. Recent initiatives to improve hospital quality of care include assessing unplanned hospital readmission rates. Patients presenting for THA have... View Details

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March 2012 (Revised April 2013)
Case

Schön Klinik: Eating Disorder Care

By: Michael E. Porter, Emma Stanton, Jessica A. Hohman and Caleb Stowell

The Schön Klinik is a private, for-profit German hospital group trying to establish itself as a premium health care provider in a competitive German market. The case details Schön Klinik's founding, its early focus on measurement and improvement, and the design and... View Details

Keywords: Health Care Quality; Outcomes; Quality Improvement; Strategy And Performance Measurement; Integration; Measurement and Metrics; Competition; Health Disorders; Health Care and Treatment; Outcome or Result; Performance Evaluation; Business Processes; Health Industry; Germany

April 2024
Article

A Machine Learning Algorithm Predicting Risk of Dilating VUR among Infants with Hydronephrosis Using UTD Classification

By: Hsin-Hsiao Scott Wang, Michael Lingzhi Li, Dylan Cahill, John Panagides, Tanya Logvinenko, Jeanne Chow and Caleb Nelson

Backgrounds: Urinary Tract Dilation (UTD) classification has been designed to be a more objective grading system to evaluate antenatal and post-natal UTD. Due to unclear association between UTD classifications to specific anomalies such as vesico-ureteral reflux (VUR),... View Details

Keywords: Health Disorders; Health Testing and Trials; AI and Machine Learning; Health Industry

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September 2016
Case

Health Leads: Reaching for Impact (Abridged)

By: V. Kasturi Rangan and Sarah Appleby

A nonprofit in the healthcare arena explores strategies to achieve system-level impact. Founded in 1996 with a volunteer-staffed help desk at Boston Medical Center connecting low-income patients with basic resources like heating assistance, job training, and childcare... View Details

Keywords: Scaling Social Enterprise; Scaling Social Impact; Health Care Delivery; Health Care Outcomes; Health Care Reform; Nonprofit; Nonprofit Scaling; Social Enterprise; Health Care and Treatment; Nonprofit Organizations; Growth and Development Strategy; Health Industry; United States

27 Mar 2018
First Look

First Look at New Research, March 27, 2018

Abstract—Current academic and policy debates focus on the impact of tort reforms on physicians’ behavior and medical costs. This paper examines whether these reforms also affect incentives to develop new technologies. We develop a... View Details

Keywords: Sean Silverthorne

August 2024
Case

Scaling Seven Starling

By: Ryan W. Buell and Carin-Isabel Knoop

Seven Starling, a maternal mental health startup, is scaling its digital clinic model. Seven Starling addresses perinatal mental health challenges by providing licensed therapists, peer support, and medication to mothers across five states, with a hybrid care model... View Details