Publications

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

Article

Assessing the Training Costs and Work of Diagnostic Radiology Residents Using Key Performance Indicators—An Observational Study

By: Robert S. Kaplan, Marta E. Heilbrun, Brad Poss, Luca Boi, Yoshimi Anzai and Nan Hu

September 2018 (Revised December 2019)
Case

Zebra Medical Vision

By: Shane Greenstein and Sarah Gulick

An Israeli startup founded in 2014, Zebra Medical Vision developed algorithms that produced diagnoses from X-rays, mammograms, and CT-scans. The algorithms used deep learning and digitized radiology scans to create software that could assist doctors in making... View Details

Educators

Purchase

September 2018
Article

Discretionary Task Ordering: Queue Management in Radiological Services

By: Maria Ibanez, Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats

Work-scheduling research typically prescribes task sequences implemented by managers. Yet employees often have discretion to deviate from their prescribed sequence. Using data from 2.4 million radiological diagnoses, we find that doctors prioritize similar tasks... View Details

Keywords: Discretion; Scheduling; Queue; Healthcare; Learning; Experience; Decentralization; Operations; Service Operations; Service Delivery; Performance; Performance Effectiveness; Performance Efficiency; Performance Improvement; Performance Productivity; Decisions; Time Management; Cost vs Benefits; Health Industry

SSRN

Article

Describing Wait Time Bottlenecks for ED Patients Undergoing Head CT

By: Jonathan G. Rogg, Robert S. Huckman, Michael Lev, Ali Raja, Yuchiao Chang and Benjamin White

Study objectives: Facing increased utilization and subsequent capacity and budget constraints, EDs must better understand bottlenecks and their effect on process flow to improve process efficiency. The primary objective of this study was to identify bottlenecks in... View Details

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

Article

Dissecting Costs of CT Study: Application of TDABC (Time-driven Activity-based Costing) in a Tertiary Academic Center

By: Robert S. Kaplan, Yoshimi Anzai, Marta E. Heilbrun, Derek Haas, Luca Boi, Kirk Moshre, Satoshi Minoshima and Vivian S. Lee

The lack of understanding the true costs (not charges) of delivering health care services poses tremendous challenges in the containment of health care costs. In this study, we applied an established cost accounting method, time-driven activity-based costing (TDABC),... View Details

Keywords: Healthcare Costs; Medical Imaging; Computed Tomography; Activity-Based Costing; Cost Accounting; Activity Based Costing and Management; Health Care and Treatment; Performance Efficiency; Health Industry

2017
Working Paper

Discretionary Task Ordering: Queue Management in Radiological Services

By: Maria Ibanez, Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats

Work scheduling research typically prescribes task sequences implemented by managers. Yet employees often have discretion to deviate from their prescribed sequence. Using data from 2.4 million radiological diagnoses, we find that doctors prioritize similar tasks... View Details

SSRN

May 2014
Case

Health Care Accountability: Examples in Cancer Treatment

By: Regina E. Herzlinger and Natalie Kindred

This case is designed to support a discussion of the importance of outcomes evidence in empowering the public to make better health care decisions, the desired level of transparency and accountability for health care providers, and the issues with current measuring and... View Details

Keywords: Accountability; Health Care; Cancer; Cancer Treatment; Memorial Sloan Kettering Cancer Center; Cancer Treatment Centers Of America; Vantage Oncology; Radiology; Risk Adjustment; Treatment Outcomes; Health Care Outcomes; Prostate Cancer; Transparency; Health Care and Treatment; Risk Management; Outcome or Result; Health Industry; United States

Educators

September–October 2013
Article

Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services

By: Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats

The ongoing fragmentation of work has resulted in a narrowing of tasks into smaller pieces that can be sent outside the organization and, in many instances, around the world. This trend is shifting the boundaries of organizations and leading to increased outsourcing.... View Details

Keywords: Job Cuts and Outsourcing; Medical Specialties; Health Care and Treatment; Customer Focus and Relationships; Learning; Customer Satisfaction; Health Industry

August 2012 (Revised February 2021)
Case

Hub and Spoke, HealthCare Global and Additional Focused Factory Models for Cancer Care

By: Regina E. Herzlinger, Amit Ghorawat, Meera Krishnan and Naiyya Saggi

This case compares and contrasts four different models for delivering cancer care in India and the US. Students are asked to select the best model in its alignment with the Six Forces in those two countries and Africa, to which one of the models is considering... View Details

Keywords: Cancer Care Services; Focused Factories For Cancer Care; Hub And Spoke Cancer Care; Cancer Care In The U.S.; Cancer Care In Africa; Cancer Care In India; Health Care and Treatment; Business Model; Six Sigma; Health Disorders; Health Industry; United States; India; Africa

Educators

Purchase

2012
Working Paper

Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services

By: Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats

The ongoing fragmentation of work has resulted in a narrowing of tasks into smaller pieces that can be sent outside the organization and, in many instances, around the world. This trend is shifting the boundaries of organizations and leading to increased outsourcing.... View Details

Keywords: Experience and Expertise; Learning; Health Care and Treatment; Job Cuts and Outsourcing; Knowledge Acquisition; Volume; Performance Productivity; Health Industry

SSRN

May 2010
Article

Leadership Effort in Professional Radiology Associations

By: Srikant M. Datar, John Tan and Sanjay Saini

Professional associations advocate for their members' interests; provide forums for education, training, and certification; and support domain-specific research and development efforts. The purpose of this study was to determine the amount of resources devoted to the... View Details

Keywords: Leadership; Cooperation; Society; Health Industry

Article

Mentoring: Application for the Practice of Radiology

By: L. L. Barr, K. Shaffer, K. L. McGinn and B. J. Hillman

Keywords: Health; Training