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Show Results For
- All HBS Web
(511)
- People (1)
- News (74)
- Research (246)
- Events (2)
- Multimedia (2)
- Faculty Publications (142)
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- September 2012 (Revised December 2012)
- Case
Kyruus: Big Data's Search for the Killer App
By: Robert F. Higgins, Penrose O'Donnell and Mehul Bhatt
Kyruus is used in a course at HBS on Entrepreneurship in Healthcare IT and Services (EHITS). It describes a young company that has built a very large database on physicians. The company has had some early successful pilots with prominent customers, but it is now faced... View Details
Higgins, Robert F., Penrose O'Donnell, and Mehul Bhatt. "Kyruus: Big Data's Search for the Killer App." Harvard Business School Case 813-060, September 2012. (Revised December 2012.)
- December 2006 (Revised October 2016)
- Case
eClinicalWorks: The Paths to Growth
By: Robert F. Higgins and Mark Rennella
In January 2006, eClinicalWorks (eCW) had an acquisition opportunity that could fundamentally change the way they had done business since the inception of the company in 1999. eClinicalWorks was a privately run business in the healthcare information technology field... View Details
Keywords: Young Companies; Strategic Revelation; Strategy And Execution; Strategy Development; Strategy And Leadership; Financing Strategy; Financing Risk; Financing; Expansion; Business Growth and Maturation; Organizational Culture; Financing and Loans; Customer Focus and Relationships; Acquisition; Growth and Development Strategy; Information Technology Industry; Information Technology Industry; Massachusetts
Higgins, Robert F., and Mark Rennella. "eClinicalWorks: The Paths to Growth." Harvard Business School Case 807-025, December 2006. (Revised October 2016.)
- 2023
- Article
Dynamic HTA for Digital Health Solutions: Opportunities and Challenges for Patient-Centered Evaluation
By: Jan B. Brönneke, Annika Herr, Simon Reif and Ariel D. Stern
Germany’s 2019 Digital Healthcare Act (Digitale-Versorgung-Gesetz, or DVG) created a number of opportunities for the digital transformation of the health care delivery system. Key among these was the creation of a reimbursement pathway for patient-centered digital... View Details
Keywords: Digital Transformation; Applications and Software; Product Development; Insurance; Policy; Health Industry; Germany
Brönneke, Jan B., Annika Herr, Simon Reif, and Ariel D. Stern. "Dynamic HTA for Digital Health Solutions: Opportunities and Challenges for Patient-Centered Evaluation." International Journal of Technology Assessment in Health Care 39, no. 1 (2023).
- October 2018
- Case
Fundraising at St. Camillus Hospital
By: Srikant M. Datar and Caitlin N. Bowler
St. Camillus is a fictional non-profit hospital in rural Maine facing a serious budget deficit. As Director of Marketing, Victoria Stern is building a team to modernize the hospital fundraising efforts. An interview with a promising candidate, who is also a digital... View Details
Keywords: Data Analysis; Data Privacy; Data Governance; Non-profit; Health Care; Fundraising; Data Security; Analytics and Data Science; Safety; Governance; Ethics; Health Care and Treatment; Cybersecurity
Datar, Srikant M., and Caitlin N. Bowler. "Fundraising at St. Camillus Hospital." Harvard Business School Case 119-027, October 2018.
- July 2023
- Case
HealthVerity: Real World Data and Evidence
By: Satish Tadikonda
Andrew Kress (CEO and founder) and his team had built a promising marketplace business at HealthVerity serving its core market in healthcare, with a focus on pharmaceutical R&D and services. Thus far, HealthVerity’s products had been unique to the pharma and pharma... View Details
Tadikonda, Satish. "HealthVerity: Real World Data and Evidence." Harvard Business School Case 824-019, July 2023.
- December 2018
- Case
Corporate Transformation at Merck KGaA, Darmstadt, Germany
By: Joseph B. Fuller, Amy C. Edmondson, Daniela Beyersdorfer and Tonia Labruyere
When Stefan Oschmann became CEO and chairman of the executive board of Merck KGaA, Darmstadt, Germany, in 2016, the company had started its transformation from a mid-tier traditional German industry player to a global modern science and technology player. The... View Details
Keywords: Corporate Governance With Family Ownership; Transformation; Change Management; Restructuring; Corporate Governance; Family Ownership
Fuller, Joseph B., Amy C. Edmondson, Daniela Beyersdorfer, and Tonia Labruyere. "Corporate Transformation at Merck KGaA, Darmstadt, Germany." Harvard Business School Case 319-072, December 2018.
- July 2023
- Case
DayTwo: Going to Market with Gut Microbiome (Abridged)
By: Ayelet Israeli
DayTwo is a young Israeli startup that applies research on the gut microbiome and machine learning algorithms to deliver personalized nutritional recommendations to its users in order to minimize blood sugar spikes after meals. After a first year of trial rollout in... View Details
Keywords: Business Startups; AI and Machine Learning; Nutrition; Market Entry and Exit; Product Marketing; Distribution Channels
Israeli, Ayelet. "DayTwo: Going to Market with Gut Microbiome (Abridged)." Harvard Business School Case 524-015, July 2023.
- 03 Apr 2019
- Book
Fintech's Game-Changing Opportunities for Small Business
will dramatically change the options for small businesses.” Her new book, Fintech, Small Business, & the American Dream: How Technology is Transforming Lending and Shaping a New Era of Small Business Opportunity, will be published... View Details
- Research Summary
Social Innovation
My intellectual agenda addresses this question: How to innovate to solve the world’s toughest challenges? Out of the earth’s population, about 2 billion can afford good products whereas the remaining 5 billion are poor and therefore are nonconsumers.... View Details
- March 2017
- Case
Cantel Medical
By: John R. Wells and Gabriel Ellsworth
Cantel Medical Corporation provided infection prevention and control products and services for patients, caregivers, and other healthcare providers. In 2016, Cantel generated sales of $665 million and net profits of $60 million, double the levels of five years earlier.... View Details
Keywords: Cantel; Charles Diker; Furniture Industry; Matrix Organization; Acquisition; Mergers and Acquisitions; Business Conglomerates; Business Units; Business Growth and Maturation; Business Organization; For-Profit Firms; Chemicals; Profit; Revenue; Geographic Scope; Multinational Firms and Management; Health; Health Care and Treatment; Business History; Business or Company Management; Goals and Objectives; Growth and Development Strategy; Organizational Structure; Problems and Challenges; Research and Development; Opportunities; Strategy; Adaptation; Business Strategy; Competitive Strategy; Corporate Strategy; Diversification; Expansion; Information Technology; Biotechnology Industry; Chemical Industry; Health Industry; Manufacturing Industry; Medical Devices and Supplies Industry; Pharmaceutical Industry; United States; New Jersey
Wells, John R., and Gabriel Ellsworth. "Cantel Medical." Harvard Business School Case 717-482, March 2017.
- 27 Sep 2011
- First Look
First Look: September 27
Publication:California Management Review 53, no. 4 (summer 2011) Abstract Dynamic capabilities have been proposed as a useful way to understand how organizations are able to adapt to changes in technology and markets. Organizational... View Details
Keywords: Sean Silverthorne
- January 2016
- Article
Incorporating Longitudinal Pediatric Patient-centered Outcome Measurement into the Clinical Workflow Using a Commercial Electronic Health Record: A Step Toward Increasing Value for the Patient
By: Kathleen Carberry, Zachary Landman, Michelle Xie, Thomas W. Feeley, John Henderson and Charles Fraser Jr.
Patient-centered outcomes measurement provides healthcare organizations with crucial information for increasing value for patients; however, organizations have struggled to obtain outcomes data from electronic health record (EHR) systems. This study describes how Texas... View Details
Keywords: Epic; Electronic Health Records; Outcomes; Value; Patient-Centered Outcomes Measurement; Value Creation; Information Technology; Health Care and Treatment; Customer Focus and Relationships; Health Industry; Texas
Carberry, Kathleen, Zachary Landman, Michelle Xie, Thomas W. Feeley, John Henderson, and Charles Fraser Jr. "Incorporating Longitudinal Pediatric Patient-centered Outcome Measurement into the Clinical Workflow Using a Commercial Electronic Health Record: A Step Toward Increasing Value for the Patient." Journal of the American Medical Informatics Association 23, no. 1 (January 2016): 88–93. (Published first online September 16, 2015.)
- 2022
- Working Paper
Rethinking Explainability as a Dialogue: A Practitioner's Perspective
By: Himabindu Lakkaraju, Dylan Slack, Yuxin Chen, Chenhao Tan and Sameer Singh
As practitioners increasingly deploy machine learning models in critical domains such as healthcare, finance, and policy, it becomes vital to ensure that domain experts function effectively alongside these models. Explainability is one way to bridge the gap between... View Details
Keywords: Natural Language Conversations; AI and Machine Learning; Experience and Expertise; Interactive Communication; Business and Stakeholder Relations
Lakkaraju, Himabindu, Dylan Slack, Yuxin Chen, Chenhao Tan, and Sameer Singh. "Rethinking Explainability as a Dialogue: A Practitioner's Perspective." Working Paper, 2022.
- 26 Sep 2006
- First Look
First Look: September 26, 2006
the economy that have occurred during the same time and argue that they are consistent with an increased use of information technology (IT) in general and enterprise information technology in particular. In... View Details
Keywords: Sean Silverthorne
- 2022
- Working Paper
TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations
By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability... View Details
Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations." Working Paper, 2022.
- 27 Feb 2007
- First Look
First Look: February 27, 2007
instead reflect more "top-down" interventions. We conclude with a discussion of some of the historical evidence on top-down interventions. Illicit Invention: Tracing Technological Development in the Shadow of the Law... View Details
Keywords: Martha Lagace
- August 2023
- Article
Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel
By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use... View Details
Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel." Nature Machine Intelligence 5, no. 8 (August 2023): 873–883.
- Article
Advancing Digital Health Applications: Priorities for Innovation in Real-World Evidence Generation
By: Ariel Dora Stern, Jan Brönneke, Jörg F Debatin, Julia Hagen, Henrik Matthies, Smit Patel, Ieuan Clay, Bjoern Eskofier, Annika Herr, Kurt Hoeller, Ashley Jaksa, Daniel B Kramer, Mattias Kyhlstedt, Katherine T Lofgren, Nirosha Mahendraratnam, Holger Muehlan, Simon Reif, Lars Riedemann and Jennifer C Goldsack
In 2019, Germany passed the Digital Healthcare Act, which, among other things, created a “Fast-Track” regulatory and reimbursement pathway for digital health applications in the German market. The pathway explicitly provides for flexibility in how researchers can... View Details
Stern, Ariel Dora, Jan Brönneke, Jörg F Debatin, Julia Hagen, Henrik Matthies, Smit Patel, Ieuan Clay, Bjoern Eskofier, Annika Herr, Kurt Hoeller, Ashley Jaksa, Daniel B Kramer, Mattias Kyhlstedt, Katherine T Lofgren, Nirosha Mahendraratnam, Holger Muehlan, Simon Reif, Lars Riedemann, and Jennifer C Goldsack. "Advancing Digital Health Applications: Priorities for Innovation in Real-World Evidence Generation." Lancet Digital Health 4, no. 3 (March 2022): e200–e206.
- Article
Germany's Digital Health Reforms in the COVID-19 Era: Lessons and Opportunities for Other Countries
By: Sara Gerke, Ariel D. Stern and Timo Minssen
Reimbursement is a key challenge for many new digital health solutions, whose importance and value have been highlighted and expanded by the current COVID-19 pandemic. Germany’s new Digital Healthcare Act (Digitale–Versorgung–Gesetz or DVG) entitles all individuals... View Details
Keywords: COVID-19; Reimbursement; Digital Health Reforms; Health Pandemics; Health Care and Treatment; Internet and the Web; Governing Rules, Regulations, and Reforms; Germany
Gerke, Sara, Ariel D. Stern, and Timo Minssen. "Germany's Digital Health Reforms in the COVID-19 Era: Lessons and Opportunities for Other Countries." Art. 94. npj Digital Medicine 3 (2020).
- Article
Towards the Unification and Robustness of Perturbation and Gradient Based Explanations
By: Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu and Himabindu Lakkaraju
As machine learning black boxes are increasingly being deployed in critical domains such as healthcare and criminal justice, there has been a growing emphasis on developing techniques for explaining these black boxes in a post hoc manner. In this work, we analyze two... View Details
Keywords: Machine Learning; Black Box Explanations; Decision Making; Forecasting and Prediction; Information Technology
Agarwal, Sushant, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu, and Himabindu Lakkaraju. "Towards the Unification and Robustness of Perturbation and Gradient Based Explanations." Proceedings of the International Conference on Machine Learning (ICML) 38th (2021).