VLDB 2026 Research / reviewers in the wild / expert
Christoph U. Lehmann
dblp:39/9204 · also Christoph Ulrich Lehmann
· DBLP profile ↗
35ranked-venue papers
5as first author
14since 2021 · last 2023
0000-0001-9559-4646ORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Applied, interdisciplinary, general and emerging computing · 35 · 5 first-author · 14 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2023 | ChatGPT and the clinical informatics board examination: the end of unproctored maintenance of certification?abstractWe aimed to assess ChatGPT's performance on the Clinical Informatics Board Examination and to discuss the implications of large language models (LLMs) for board certification and maintenance. We tested ChatGPT using 260 multiple-choice questions from Mankowitz's Clinical Informatics Board Review book, omitting 6 image-dependent questions. ChatGPT answered 190 (74%) of 254 eligible questions correctly. While performance varied across the Clinical Informatics Core Content Areas, differences were not statistically significant. ChatGPT's performance raises concerns about the potential misuse in medical certification and the validity of knowledge assessment exams. Since ChatGPT is able to answer multiple-choice questions accurately, permitting candidates to use artificial intelligence (AI) systems for exams will compromise the credibility and validity of at-home assessments and undermine public trust. The advent of AI and LLMs threatens to upend existing processes of board certification and maintenance and necessitates new approaches to the evaluation of proficiency in medical education. Yaa A. Kumah-Crystal, Scott Mankowitz, Peter J. Embí, Christoph U. Lehmann |
J. Am. Medical Informatics Assoc. | 4 |
| 2022 | Addressing Medical Student Exposure to the Field of Clinical Informatics
Alyssa Chen, Benjamin Wang, Sherry Parker, Ashish Chowdary, Katherine Flannery, Christoph U. Lehmann, Mujeeb Basit |
AMIA | 6 |
| 2022 | Computer Aided Documentation: Better Than Dictation
Jakub Furmaga, Jonathan Reeder, Robert W. Turer, Bhaskar Thakur, Christoph U. Lehmann, Ellen O'Connell, Samuel A. McDonald |
AMIA | 5 |
| 2022 | A debate on the extension of the Practice Pathway for ABMS clinical informatics board certification for physicians in the United States
Ellen Kim, Christoph U. Lehmann, William R. Hersh, Clifton D. Fuller, Bruce P. Levy |
AMIA | 2 |
| 2022 | Lessons Learned from Implementing Clinical Decision Support for Neonatal Ventilation
Lindsey A. Knake, Mhd Wael Alrifai, Allison B. McCoy, Jonathan P. Wanderer, Kevin B. Johnson, Christoph U. Lehmann, Adam Wright, Dupree Hatch |
AMIA | 6 |
| 2022 | A tribute to Karen Greenwood and her contributions to the American Medical Informatics AssociationabstractAfter 25 years of service to the American Medical Informatics Association (AMIA), Ms Karen Greenwood, the Executive Vice President and Chief Operating Officer, is leaving the organization. In this perspective, we reflect on her accomplishments and her effect on the organization and the field of informatics nationally and globally. We also express our appreciation and gratitude for Ms Greenwood's role at AMIA. Christoph U. Lehmann, Patricia Flatley Brennan, Don E. Detmer, Gretchen Purcell Jackson, Lucila Ohno-Machado, Charles Safran, Jeffrey J. Williamson, Edward H. Shortliffe |
J. Am. Medical Informatics Assoc. | 1 |
| 2022 | Selecting venues for AMIA events and conferences: guiding ethical principlesabstractA discussion and debate on the American Medical Informatics Association's (AMIA) Ethical, Legal, and Social Issues (ELSI) Working Group listserv in 2021 raised important issues related to a forthcoming conference in Texas. Texas had recently enacted a restrictive abortion law and restricted voting rights. Several AMIA members advocated for a boycott of the state and the scheduled conference. The discussion led the AMIA Board of Directors to request that the organization's Ethics Committee provide general guidance for principle-based venue selection. This document recommends overarching principles for the venue selection for future AMIA events and conferences. Discussions by the AMIA Board, the Ethics Committee, and the ELSI Working Group informed these recommendations, and this document on guiding principles was approved by the AMIA Board of Directors in April 2022. Christoph U. Lehmann, Kate Fultz Hollis, Carolyn Petersen, Paul DeMuro, Vignesh Subbian, Ross Koppel, Tony Solomonides, Eta S. Berner, Eric C. Pan, Julia Adler-Milstein, Kenneth W. Goodman |
J. Am. Medical Informatics Assoc. | 1 |
| 2022 | Do electronic health record systems "dumb down" clinicians?abstractA panel sponsored by the American College of Medical Informatics (ACMI) at the 2021 AMIA Symposium addressed the provocative question: "Are Electronic Health Records dumbing down clinicians?" After reviewing electronic health record (EHR) development and evolution, the panel discussed how EHR use can impair care delivery. Both suboptimal functionality during EHR use and longer-term effects outside of EHR use can reduce clinicians' efficiencies, reasoning abilities, and knowledge. Panel members explored potential solutions to problems discussed. Progress will require significant engagement from clinician-users, educators, health systems, commercial vendors, regulators, and policy makers. Future EHR systems must become more user-focused and scalable and enable providers to work smarter to deliver improved care. Genevieve B. Melton, James J. Cimino, Christoph U. Lehmann, Patricia Sengstack, Joshua C. Smith, William M. Tierney, Randolph A. Miller |
J. Am. Medical Informatics Assoc. | 3 |
| 2022 | AMIA's code of professional and ethical conduct 2022abstractAMIA has a longstanding interest and a professional obligation to promote a strong ethical framework for its members and the field of biomedical and health informatics. This white paper presents the latest AMIA Code of Professional and Ethical Conduct. The original code was approved in 20071 by the AMIA Board of Directors and revised in 2013.2 Recognizing the need to regularly update the Code to ensure that it remains current and relevant, we present this document that constitutes a revision of and update to the third version, approved and published in the Journal of the American Medical Informatics Association in 2018.3 The code presented here remains an evolving document, with modifications expected as information technology, informatics, policy, and health care environments change over time. AMIA publishes on its web site the most recent version of the Code of Ethics as part of a process that seeks ongoing response from and involvement by AMIA members. Because the Code of Professional and Ethical Conduct (from now on “Code of Ethics”) is meant to be practical, applicable in real life, and easily understood, it is compact and uses general language. The AMIA Code of Ethics is not intended to be prescriptive or legislative; it is aspirational and extends beyond regulatory and legal obligations to provide the broad strokes of a set of important ethical principles pertinent to the field of biomedical and health informatics. The Code is organized around the common roles of AMIA members and the constituents they serve including patients, caregivers, colleagues and collaborators, clinicians, researchers, students, agencies, hospitals and practices, medical organizations, vendors, insurance companies, and others with whom they interact. The AMIA Board of Directors and the AMIA Ethics Committee encourage members to offer suggestions for improvements and changes. In this way, the Code will continue to evolve to best serve AMIA and the larger informatics community. AMIA members are professionally diverse,4,5 and include those who are, or are in training to be nurses, physicians, pharmacists, dentists, informaticians, computer scientists, analysts, implementation scientists, and other professionals. In many cases, these professions have their own codes of ethics.6–13 The International Medical Informatics Association, an international federation for which AMIA serves as the US membership organization, also has a revised “Code of Ethics for Health Information Professionals”.14 The AMIA Code of Ethics incorporates issues covered by other documents bearing on ethics and professional conduct: AMIA’s support for and efforts to incorporate and execute upon diversity, equity, inclusion, and accessibility goals and objectives throughout the organization.15 AMIA’s revised “Conflict of Interest Policy”, which governs the organization’s employees and leaders with regard to some of their financial and other interactions with outside entities.16 AMIA’s principles for selecting venues for conferences and other events, which affirm AMIA’s commitment to applying ethical principles and ensuring basic human rights when planning association events.17 AMIA’s “Meeting Anti-Harassment Policy”, which describes AMIA’s commitment to providing an atmosphere that is safe and welcoming to all members and supports learning and professional growth.18 AMIA’s principles for artificial intelligence (AI)19 and position on the appropriate development, use, and maintenance of adaptive clinical decision support.20 Members of the Ethics Committee are unanimous in their view that those who work in informatics, much as in other health professions, are duty-bound to embrace a patient-centered approach to their work, even if that work does not involve direct patient care or research involving human participants. As elsewhere in the health professions, vulnerable populations, historically and intentionally excluded/disinvested groups, and people with disabilities may reasonably expect additional considerations and support. The importance of professionalism and ethics has been recognized for millennia by health professionals and organizations,21 now including informaticians and information technology professionals. This code of ethics emphasizes AMIA’s commitment to adhere to and promote the highest standard of ethical and professional behavior. AMIA members acknowledge as their professional duty to uphold the following principles of and guidelines for ethical conduct. AMIA members are expected to know how to seek the advice of institutional ethics committees, AMIA’s Ethics Committee, or appropriate institutional review boards, as necessary. The following details address patient care, interactions with colleagues, responsibilities to employers, and roles regarding society and research. I. Key ethical guidelines regarding patients, guardians, and their authorized representatives (called here collectively “patients”) AMIA members involved in patient care should: Recognize that patients and their loved ones and caregivers have the right to know about the existence and use of electronic records containing their personal health and healthcare information, to access these records as written, and have the right to create and maintain their own personal health records and manage personal health information using a variety of platforms including mobile devices. In this context AMIA members should: Not mislead patients about the collection, use, or communication of their health information. Educate—when requested and within reason and the scope of their position—patients on the type, amount, and use of health information collected. Enable and—as appropriate, within reason and the scope of their position and in accord with independent ethical and legal standards—facilitate patients’ rights and ability to access, review, and correct their electronic health information, including clinicians’ notes. Recognize that patient-provided/generated health data, such as those collected on mobile devices and wearable devices, deserve the same diligence and protection as biomedical and health data gathered in the process of providing health care. Ensure that patients and their care team members are made aware of the role and use of AI and other complex automated tools that are not clearly apparent when such systems are involved in medical decision-making or care planning.19,20 Advocate and work as appropriate to ensure that protected health information (PHI),22 personally identifiable information (PII), and other biomedical data are acquired, recorded, stored, maintained, analyzed, transmitted, and communicated in an appropriately safe, reliable, secure, and confidential manner, and that such data management is consistent with applicable laws, local privacy and security policies, and accepted informatics standards. Never knowingly disclose PHI, PII, or biomedical or health data in violation of legal requirements or accepted local confidentiality practices, or in ways that are inconsistent with the explanation of data disclosure and use to the patient.23 AMIA members should understand that inappropriate disclosure of biomedical information can cause harm, and so should work to prevent such disclosures. AMIA members should avoid acquiring data through means that run the risk of, or fail to prevent, inappropriate disclosure. AMIA members should not accept, use, disseminate, or store data that they are aware were obtained in violation of applicable laws. Likewise, even if an action does not involve disclosure, one should not use or reuse—or through negligence permit the use of—patient information and data in ways inconsistent with the stated purposes, goals, or intentions of the patient or organization responsible for these data, except as appropriate for public health, previously approved and communicated research uses, quality improvement, or reporting as required under the law. Engage with patients, guardians, and their authorized representatives so as to support inclusion, promote equity, advance accessibility, and avoid bias and discrimination. II. Key ethical guidelines regarding colleagues AMIA members should: Endeavor, as appropriate, to support and foster colleagues’ and/or team members and their work, in a timely, respectful, and conscientious way to support their roles in healthcare and/or research and education. Support and foster the efforts of patients to be actively involved in the collection, management, and curation of their health data. Advise colleagues and others, as appropriate, about actual or potential information or systems issues (including system flaws, defects, usability or performance issues, etc.) that negatively affect patient safety, privacy, data security, or health outcomes or could hinder colleagues’ abilities to delegate responsibilities to patients, other colleagues, involved institutions, or other stakeholders. Actively support the inclusion of all professional colleagues and promote a diverse and inclusive environment in which all individuals have equitable access to resources, educational opportunities, and opportunities for professional advancement.15 An AMIA member in any leadership position should: Be familiar with these guidelines and their applicability to their practice, unit, or organization. Communicate as appropriate about these ethical guidelines to those they lead. Strive to promote familiarity with, and use of, these ethical guidelines. Use AMIA position statements to guide organizational decision-making with regard to diversity, equity, inclusion, and accessibility initiatives,15 including selection of event locations.17 Promote transparent and equitable decision-making among AMIA professional staff, volunteer member leaders, and others with whom they engage. Never allow personal political views or ideological stances to interfere with or impede their ability to represent AMIA and advocate for it. AMIA leaders who may pose a reputational liability to the organization due to criminal convictions should declare this information and be prepared to stand down from leadership positions. Members who may pose a reputational liability should recuse themselves from leadership positions. III. Key ethical guidelines regarding institutions, employers, business partners, and clients (called here collectively “employers”) AMIA members should: Understand their duties and obligations to current and former employers and fulfill them to the best of their abilities within the bounds of ethical and legal norms. Understand and appreciate that employers have legal and ethical rights and obligations, including those related to intellectual property. Understand and respect the obligations of their employers and comply with local policies and procedures to the extent that they do not violate ethical and legal norms. Consider the tradeoffs that occur with the configuration and use of technologies (eg, decision support systems) before implementation, and monitor, measure, and manage results when the optimal approach is unclear. Inform the employer and act in accordance with ethical-legal mandates and patient rights when employer actions, policies, or procedures would violate actual or understood ethical or legal obligations, contracts, or other agreements made with patients. Maintain a safe and high-quality environment even while implementing innovation, recognizing that all changes in a complex adaptive environment generate unanticipated consequences and potential harm. IV. Key ethical guidelines regarding society and regarding research AMIA members involved in research should: Be aware of the Declaration of Helsinki (Ethical Principles for Medical Research Involving Human Subjects), the Nuremberg Report, and the Belmont Report, which should guide all human subjects research, including research that involves users of informatics tools and interventions as participants (eg, workflow analysis studies, evaluation of clinical decision support systems, patient care innovations, analysis, etc.).24–27 Recognize that duty and care to individuals such as patients and colleagues exist regardless of whether such responsibilities are acknowledged by institutional review boards, vendors, and others involved in informatics activities. Be mindful and respectful of the social or public health implications of their work, ensuring that the greatest good for society is balanced by ethical obligations to individual patients. Uphold standards for publication and authorship, including the International Committee of Medical Journal Editors’ “Recommendations for the Conduct, Reporting, Editing, and Publication of Scholarly Work in Medical Journals.”28 These recommendations are paralleled by the editorial policies for the past29 and current30 publishers of the Journal of the American Medical Informatics Association, as well as the publisher of Applied Clinical Informatics31 and their open access companion journals. Such efforts include, but are not limited to, avoiding any plagiarism or self-plagiarism or other misrepresentations of the truth in the publication of research and other work. Disseminate new knowledge—both positive and negative findings—expeditiously, to allow the field to advance and to permit others to take advantage of novel discoveries and understanding to improve patient care. Strive, as appropriate, in the context of one’s position to foster the generation of knowledge and biomedical advances through appropriate support for ethical and institutionally approved research efforts facilitated through informed consent and robust data governance, including disclosure processes and procedures, particularly when third-party entities not meeting the definition of business associates are involved. Know and abide by the applicable governmental regulations and institutional policies that define ethical research in their professional environment. V. General professional and ethical guidelines AMIA members should: Maintain competence as informatics professionals: Obtain applicable continuing education and be dedicated to a culture of lifelong learning and self-improvement. Recognize technical and ethical limitations and seek consultation when needed, particularly in ethically conflicting situations. Contribute to the education and mentoring of students, early-career members, and others, as appropriate. Promote a culture of diversity, equity, inclusion, and accessibility in their work and professional conduct. Strive to encourage the adoption of informatics approaches supported by adequate evidence to improve health and healthcare; and to encourage and support efforts to improve the amount and quality of such evidence. Treat all individuals with respect and not discriminate against anyone based on age, race, ethnicity, gender identity, disability (visible or invisible), national origin, sexual orientation, religion, or residency status. Be mindful that their work and actions reflect on the profession and on AMIA. The Code’s authors are aware that all professionals will, from time to time, find themselves in situations shaped by what has been called “dual agency” or “multiple agency”. In these circumstances, a professional encounters conflicting commitments, duties, or loyalties. An informatics professional may have conflicting duties to patients, to colleagues, to society, and to an employer. No code of ethics can resolve contradictions, but a well-crafted code may enable priorities to be set down explicitly and so provide a guide to action. In addition to this Code of Ethics, the AMIA’s Ethics Committee and its Conflict of Interest Panel are primary resources for members who find themselves in ethically unclear or challenging situations. For scholarship and education related to ethical issues in the broader field of medical information, the AMIA Ethical, Legal, and Social Issues (ELSI) Working Group serves as a community forum for members. As a matter of personal and professional integrity, adherence to the principles laid out here is expected of all who have the privilege of serving in the field of biomedical and health informatics. Those whose skills allow them to contribute in one way or another to the health of individuals and populations carry important responsibilities. This code of ethics provides guidance about how informaticians may best do so. All authors participated in the revision, review, and approval of this manuscript. Because this work is a revision of AMIA’s Code of Professional and Ethical Conduct 2018, no author can be considered to be responsible for the conception or design of the work. The authors and the AMIA Ethics Committee would like to thank the AMIA Board of Directors for its continuing interest in refining and publishing these guidelines. Phyllis Burchman, AMIA’s former Director of Office Operations and Human Resources, long provided invaluable support to the Ethics Committee in its work. Members of the AMIA Ethics Committee who contributed to the third version of the code in 2018 and are not otherwise listed here include Peter Embi, Harold Lehmann, Sarah A. Maulden, Kyle A. McGregor, and Enrique Terrazas. This version of the code also owes much to the members of AMIA’s Ethical, Legal, and Social Issues (ELSI) Working Group. None declared. Carolyn Petersen, Eta S. Berner, Anthony Cardillo, Kate Fultz Hollis, Kenneth W. Goodman, Ross Koppel, Diane M. Korngiebel, Christoph U. Lehmann, Tony Solomonides, Vignesh Subbian |
J. Am. Medical Informatics Assoc. | 8 |
| 2022 | Defining AMIA's artificial intelligence principlesabstractRecent advances in the science and technology of artificial intelligence (AI) and growing numbers of deployed AI systems in healthcare and other services have called attention to the need for ethical principles and governance. We define and provide a rationale for principles that should guide the commission, creation, implementation, maintenance, and retirement of AI systems as a foundation for governance throughout the lifecycle. Some principles are derived from the familiar requirements of practice and research in medicine and healthcare: beneficence, nonmaleficence, autonomy, and justice come first. A set of principles follow from the creation and engineering of AI systems: explainability of the technology in plain terms; interpretability, that is, plausible reasoning for decisions; fairness and absence of bias; dependability, including "safe failure"; provision of an audit trail for decisions; and active management of the knowledge base to remain up to date and sensitive to any changes in the environment. In organizational terms, the principles require benevolence-aiming to do good through the use of AI; transparency, ensuring that all assumptions and potential conflicts of interest are declared; and accountability, including active oversight of AI systems and management of any risks that may arise. Particular attention is drawn to the case of vulnerable populations, where extreme care must be exercised. Finally, the principles emphasize the need for user education at all levels of engagement with AI and for continuing research into AI and its biomedical and healthcare applications. Tony Solomonides, Eileen Koski, Shireen M. Atabaki, Scott Weinberg, John D. McGreevey, Joseph L. Kannry, Carolyn Petersen, Christoph U. Lehmann |
J. Am. Medical Informatics Assoc. | 8 |
| 2021 | COVID Deniers: Analyzing #Scamdemic and #Plandemic Tweets
Heather D. Lanier, Sameh N. Saleh, Christoph U. Lehmann, Richard Medford |
AMIA | 3 |
| 2021 | Rolling up the Sleeve: Equitable, Efficient, and Safe COVID-19 Mass-Immunization for Academic Medical Center Employees
Samuel A. McDonald, Mujeeb Basit, Seth M. Toomay, Christopher McLarty, Susan Hernandez, Chris Rubio, Bruce J. Brown, Mark Rauschuber, Ki Lai, Sameh N. Saleh, DuWayne L. Willett, Christoph U. Lehmann, Richard Medford |
AMIA | 12 |
| 2021 | NetworkSIR and EnvironmentalSIR: Effective, Open-Source Epidemic Modeling in the Absence of Data
Madison A. Pickering, S. Venkatesan 0001, Christoph U. Lehmann, Sameh N. Saleh, Richard Medford |
AMIA | 3 |
| 2021 | Ethics and informatics in the age of COVID-19: challenges and recommendations for public health organization and public policyabstractThe COVID-19 pandemic response in the United States has exposed significant gaps in information systems and processes that prevent timely clinical and public health decision-making. Specifically, the use of informatics to mitigate the spread of SARS-CoV-2, support COVID-19 care delivery, and accelerate knowledge discovery bring to the forefront issues of privacy, surveillance, limits of state powers, and interoperability between public health and clinical information systems. Using a consensus-building process, we critically analyze informatics-related ethical issues in light of the pandemic across 3 themes: (1) public health reporting and data sharing, (2) contact tracing and tracking, and (3) clinical scoring tools for critical care. We provide context and rationale for ethical considerations and recommendations that are actionable during the pandemic and conclude with recommendations calling for longer-term, broader change (beyond the pandemic) for public health organization and policy reform. Vignesh Subbian, Tony Solomonides, Melissa D. Clarkson, Vasiliki Nataly Rahimzadeh, Carolyn Petersen, Richard Schreiber, Paul DeMuro, Prerna Dua, Kenneth W. Goodman, Bonnie Kaplan, Ross Koppel, Christoph U. Lehmann, Eric C. Pan, Yalini Senathirajah |
J. Am. Medical Informatics Assoc. | 12 |
| 2018 | Characteristics of the National Applicant Pool for Clinical Informatics Fellowships (2016-2017)
Douglas S. Bell, Kevin M. Baldwin, Christoph U. Lehmann, Elijah J. Bell, Emily C. Webber, Vishnu Mohan, Michael G. Leu, Jeffrey Hoffman, David C. Kaelber, Adam B. Landman, Howard D. Silverman, Jonathan D. Hron, Bruce P. Levy, Anthony A. Luberti, John T. Finnell, Charles Safran, Jonathan P. Palma, Peter L. Elkin, Bruce Forman, Eric G. Poon, James P. Killeen, David E. Avrin, Michael A. Pfeffer |
AMIA | 3 |
| 2018 | Information Retrieval with V-EVA: Vanderbilt EHR Voice Assistant
Yaa A. Kumah-Crystal, Dan Albert, Timothy Coffman, Apperson Johnson, Jesse Young, Chet Rogers, Peter Shave, Christoph U. Lehmann |
AMIA | 8 |
| 2018 | Leveraging Knowledge Representation to Maintain Immunization Clinical Decision Support
Janos L. Mathe, Scott D. Nelson, Stuart Weinberg, Christoph U. Lehmann, András Nádas, Asli Weitkamp |
AMIA | 4 |
| 2018 | AMIA's code of professional and ethical conduct 2018abstractAMIA has a longstanding interest in and a professional obligation to promote a strong ethical framework for the field of biomedical and health informatics. This white paper presents the latest AMIA Code of Professional and Ethical Conduct. The original Code was approved in 20071 by the AMIA Board of Directors. Recognizing the need to update the Code to ensure that it remains current and relevant, this document constitutes a revision of and update to the second code, approved in 2012 and published in the Journal of the American Medical Informatics Association in 2013.2 The code presented here remains an evolving document, with modifications expected as the information technology, informatics, and healthcare environments change over time. AMIA will publish on its web site the most recent version of the Code of Ethics as part of a process that seeks ongoing response from and involvement by AMIA members. Because the Code is meant to be practical, applicable in real life, and easily understood, it is compact and uses general language. The AMIA Code of Ethics is not intended to be prescriptive or legislative; it is aspirational and extends beyond regulatory and legal obligations to provide the broad strokes of a set of important ethical principles pertinent to the field of biomedical and health informatics. The Code is organized around the common roles of AMIA members and the constituents they serve, including patients, caregivers, clinicians, researchers, students, agencies, hospitals and practices, medical organizations, vendors, insurance companies, and others with whom they interact. The AMIA Board and the AMIA Ethics Committee encourage members to offer suggestions for improvements and changes. In this way, the Code will continue to evolve to best serve AMIA and the larger informatics community. The Code’s authors are aware that all professionals will, from time to time, find themselves in situations shaped by what has been called “dual agency” or “multiple agency.” In these circumstances, a professional encounters conflicting commitments, duties, or loyalties. An informatics professional may have conflicting duties to patients, to colleagues, to society, and to an employer. Few, if any, codes of ethics are nimble enough to provide guidance in such situations. Further, AMIA’s Ethics Committee is a resource to members who find themselves in ethically unclear or challenging situations. AMIA members may contact the AMIA Ethics Committee, which can provide guidance in some circumstances. AMIA members are professionally diverse,3,4 and include those who are, or are in training to be, nurses, physicians, pharmacists, dentists, informaticians, computer scientists, and others. In many cases, these professions have their own codes of ethics.5–12 The International Medical Informatics Association, an international federation for which AMIA serves as the U.S. membership organization, also has a revised “Code of Ethics for Health Information Professionals.”13 This document incorporates issues covered by other documents and laws bearing on ethics and professional conduct: AMIA’s “Conflict of Interest Policy,” which governs the organization’s employees and leaders in regard to some of their financial and other interactions with outside entities.14 AMIA’s “Meeting Anti-Harassment Policy,” which describes AMIA’s commitment to providing an atmosphere that is welcoming to all members and supports learning and professional growth.15 The International Committee of Medical Journal Editors’ “Recommendations for the Conduct, Reporting, Editing, and Publication of Scholarly Work in Medical Journals.”16 This document is widely accepted as identifying standards for publication and authorship, and is paralleled by the editorial policies for the past17 and current18 publishers of the Journal of the American Medical Informatics Association, as well as the publisher of Applied Clinical Informatics.19 Privacy laws. Several sections herein address patient privacy or the rights of patients to view and control access to their health information. These sections are intended to parallel and make explicit duties under the law. In the United States, for instance, the Privacy Rule under the Health Insurance Portability and Accountability Act20 lays out many duties for those who are entrusted with health information. Many other countries have similar laws to protect patient data. Informatics professionals are expected to be familiar with and follow the laws governing their practice. Members of the Ethics Committee are unanimous in their view that those who work in informatics, much as in other health professions, are duty-bound to embrace a patient-centered approach to their work, even if that work does not involve direct patient care or human subjects research. As elsewhere in the health professions, vulnerable populations or those with special needs may be entitled to additional considerations. The importance of professionalism and ethics has been recognized for millennia by health professionals and organizations,21 now including information technology professionals. This code of ethics emphasizes AMIA’s commitment to adhere to and promote the highest standard of ethical and professional behavior. AMIA members acknowledge as their professional duty to uphold the following principles of and guidelines for ethical conduct. AMIA members are expected to know to seek the advice of institutional ethics committees, AMIA’s Ethics Committee, or appropriate institutional review boards, as necessary. The following code details address patient care, interactions with colleagues, responsibilities to employers, and roles regarding society and research. I. Key ethical guidelines regarding patients, guardians, and their authorized representatives (called here collectively “patients”) AMIA members involved in patient care should: A. Recognize that patients and their loved ones and caregivers have the right to know about the existence and use of electronic records containing their personal healthcare information, and have the right to create and maintain their own personal health records and manage personal health information using a variety of platforms including mobile devices. In this context AMIA members should: Not mislead patients about the collection, use, or communication of their healthcare information. Enable and — as appropriate, within reason and the scope of their position and in accord with independent ethical and legal standards — facilitate patients’ rights and ability to access, review, and correct their electronic health information. Recognize that patient-provided/generated health data, such as those collected on mobile devices, deserve the same diligence and protection as biomedical and health data gathered in the process of providing health care. B. Advocate and work as appropriate to ensure that protected health information (PHI),20 personally identifiable information (PII), and other biomedical data are transmitted, acquired, recorded, stored, maintained, analyzed, and communicated in an appropriately safe, reliable, secure, and confidential manner, and that such data management is consistent with applicable laws, local privacy and security policies, and accepted informatics standards. C. Never knowingly disclose PHI, PII, or biomedical or health data in violation of legal requirements or accepted local confidentiality practices, or in ways that are inconsistent with the explanation of data disclosure and use to the patient. AMIA members should understand that inappropriate disclosure of biomedical information can cause harm, and so should work to prevent such disclosures. AMIA members should avoid acquiring data through means that run the risk of, or fail to prevent, inappropriate disclosure. Likewise, even if an action does not involve disclosure, one should not use — or through negligence permit the use of — patient information and data in ways inconsistent with the stated purposes, goals, or intentions of the patient or organization responsible for these data, except as appropriate for public health, previously approved and communicated research uses, or reporting as required under the law. II. Key ethical guidelines regarding colleagues AMIA members should: A. Endeavor, as appropriate, to support and foster colleagues’ and/or team members’ work, in a timely, respectful, and conscientious way to support their roles in healthcare and/or research and education. B. Support and foster the efforts of patients to be actively involved in the collection, management, and curation of their health data. C. Advise colleagues and others, as appropriate, about actual or potential information or systems issues (including system flaws, bugs, usability issues, etc.) that negatively affect patient safety, privacy, data security, or outcomes or could hinder colleagues’ ability to delegate responsibilities to patients, other colleagues, involved institutions, or other stakeholders. D. If a leader, an AMIA member should: Be familiar with these guidelines and their applicability to their practice, unit, or organization. Communicate as appropriate about these ethical guidelines to those they lead. Strive to promote familiarity with, and use of, these ethical guidelines. III. Key ethical guidelines regarding institutions, employers, business partners, and clients (called here collectively “employers”) AMIA members should: A. Understand their duties and obligations to current and former employers and fulfill them to the best of their abilities within the bounds of ethical and legal norms. B. Understand and appreciate that employers have legal and ethical rights and obligations, including those related to intellectual property. Understand and respect the obligations of their employers, and comply with local policies and procedures to the extent that they do not violate ethical and legal norms. Consider the tradeoffs that occur with the configuration and use of technologies (eg, decision support systems) before implementation, and monitor and manage results when the optimal approach is unclear. C. Inform the employer and act in accordance with ethico-legal mandates and patient rights when employer actions, policies, or procedures would violate ethical or legal obligations, contracts, or other agreements made with patients. Maintain a safe and high-quality environment even while implementing innovation, recognizing that all changes in a complex adaptive environment generate unanticipated consequences and potential harm. IV. Key ethical guidelines regarding society and regarding research AMIA members involved in research should: A. Be aware of the Declaration of Helsinki (Ethical Principles for Medical Research Involving Human Subjects), which should guide all human subject research, including research that involves users of informatics tools and interventions as human subjects (eg, workflow analysis studies, clinical decision support systems analysis, patient care innovations, analysis, etc.).22,23 Recognize that duty and care to colleagues exist regardless of whether such responsibilities are acknowledged by institutional review boards, vendors, and others involved in informatics activities. B. Be mindful and respectful of the social or public health implications of their work, ensuring that the greatest good for society is balanced by ethical obligations to individual patients. C. Avoid any plagiarism or self-plagiarism or other misrepresentations of the truth in the publication of research and other work. D. Disseminate new knowledge — both positive and negative — expeditiously, to allow the field to advance and to permit others to take advantage of novel discoveries to improve patient care. E. Strive as appropriate in the context of one’s position to foster the generation of knowledge and biomedical advances through appropriate support for ethical and institutionally approved research efforts facilitated through informed consent and disclosure processes and procedures, particularly when third-party entities not meeting the definition of business associates are involved. F. Know and abide by the applicable governmental regulations and local policies that define ethical research in their professional environment. V. General professional and ethical guidelines AMIA members should: A. Maintain competence as informatics professionals: Obtain applicable continuing education and be dedicated to a culture of lifelong learning and improvement; Recognize technical and ethical limitations and seek consultation when needed, particularly in ethically conflicting situations; Contribute to the education and mentoring of students, junior members, and others, as appropriate; Promote a culture of inclusivity in their work and professional conduct. B. Strive to encourage the adoption of informatics approaches supported by adequate evidence to improve health and healthcare; and to encourage and support efforts to improve the amount and quality of such evidence. C. Be mindful that their work and actions reflect on the profession and on AMIA. As a matter of personal and professional integrity, adherence to the principles laid out here is expected of all who have the privilege of serving in the field of biomedical and health informatics. Those whose skills allow them to contribute in one way or another to the health of individuals and populations carry important responsibilities, and this Code of Ethics delineates how informaticians may best do so. None. Not commissioned; not peer reviewed. Conflict of interest statement. None. The authors and the AMIA Ethics Committee would like to thank the AMIA Board of Directors for its continuing interest in refining and publishing these guidelines. Phyllis Burchman, AMIA’s Director of Office Operations and Human Resources, provided invaluable support to the Ethics Committee in its work. Members of the AMIA Ethics Committee who contributed to the second version of the code in 2012 and are not otherwise listed here include Samantha Adams, Robert Hsiung, John Hurdle, and Dixie A. Jones. This version of the code also owes much to the members of AMIA’s Ethical, Legal, and Social Issues (ELSI) Working Group. Carolyn Petersen, Eta S. Berner, Peter J. Embí, Kate Fultz Hollis, Kenneth W. Goodman, Ross Koppel, Christoph U. Lehmann, Harold P. Lehmann, Sarah A. Maulden, Kyle A. McGregor, Tony Solomonides, Vignesh Subbian, Enrique Terrazas, Peter Winkelstein |
J. Am. Medical Informatics Assoc. | 7 |
| 2017 | Variation in high-priority drug-drug interaction alerts across institutions and electronic health recordsabstractObjective: The United States Office of the National Coordinator for Health Information Technology sponsored the development of a "high-priority" list of drug-drug interactions (DDIs) to be used for clinical decision support. We assessed current adoption of this list and current alerting practice for these DDIs with regard to alert implementation (presence or absence of an alert) and display (alert appearance as interruptive or passive). Materials and methods: We conducted evaluations of electronic health records (EHRs) at a convenience sample of health care organizations across the United States using a standardized testing protocol with simulated orders. Results: Evaluations of 19 systems were conducted at 13 sites using 14 different EHRs. Across systems, 69% of the high-priority DDI pairs produced alerts. Implementation and display of the DDI alerts tested varied between systems, even when the same EHR vendor was used. Across the drug pairs evaluated, implementation and display of DDI alerts differed, ranging from 27% (4/15) to 93% (14/15) implementation. Discussion: Currently, there is no standard of care covering which DDI alerts to implement or how to display them to providers. Opportunities to improve DDI alerting include using differential displays based on DDI severity, establishing improved lists of clinically significant DDIs, and thoroughly reviewing organizational implementation decisions regarding DDIs. Conclusion: DDI alerting is clinically important but not standardized. There is significant room for improvement and standardization around evidence-based DDIs. Dustin McEvoy, Dean F. Sittig, Thu-Trang T. Hickman, Skye Aaron, Angela Ai, Mary G. Amato, David W. Bauer, Greg Fraser, Jeremy Harper, Angela Kennemer, Michael Krall, Christoph U. Lehmann, Sameer Malhotra, Daniel R. Murphy, Brandi O'Kelley, Lipika Samal, Richard Schreiber, Hardeep Singh 0005, Eric J. Thomas, Carl V. Vartian, Jennifer Westmorland, Allison B. McCoy, Adam Wright |
J. Am. Medical Informatics Assoc. | 12 |
| 2015 | Medication Compliance in Pediatric Inpatients - What are we missing?
Haresh Bhatia, Neal Patel, Catherine Ivory, Phillip W. Stewart, Kim M. Unertl, Christoph U. Lehmann |
AMIA | 6 |
| 2015 | Initial Approach to Creating an Interactive User Interface Design Tool to Enhance User-Centered Design
Kevin R. Dufendach, Kim M. Unertl, Christoph U. Lehmann |
AMIA | 3 |
| 2015 | Are Meaningful Use Requirements Really Meaningful for Medication Use? Experiences from the Field and Future Opportunities
Sarah P. Slight, Eta S. Berner, William L. Galanter, Stanley M. Huff, Bruce L. Lambert, Carole Lannon, Christoph U. Lehmann, Brian McCourt, Michael McNamara, Nir Menachemi, Thomas H. Payne, Stephen Andrew Spooner, Gordon D. Schiff, Tracy Y. Wang, Ayse Akincigil, Stephen Crystal, Stephen P. Fortmann, Meredith L. Vandermeer, David W. Bates |
AMIA | 7 |
| 2015 | Implications of an emerging EHR monoculture for hospitals and healthcare systemsabstractIn many hospitals and health systems, a 'new' electronic health record means a shift to one vendor: Epic, a vendor that dominates in large and medium hospital markets and continues its success with smaller institutions and ambulatory practices. Our paper examines the implications of this emerging monoculture: its advantages and disadvantages for physicians and hospitals and its role in innovation, professional autonomy, implementation difficulties, workflow, flexibility, cost, data standards, interoperability, and interactions with other information technology (IT) systems. Ross Koppel, Christoph U. Lehmann |
J. Am. Medical Informatics Assoc. | 2 |
| 2014 | The HealthITxChange: A Community Infrastructure for Clinicians, Educators, Researchers, and Health IT Professionals focused on Ambulatory EHR Implementation and Use
Helga E. Rippen, Christoph U. Lehmann, Ejim Mark |
AMIA | 2 |
| 2014 | Electronic health record functionality needed to better support primary careabstractElectronic health records (EHRs) must support primary care clinicians and patients, yet many clinicians remain dissatisfied with their system. This article presents a consensus statement about gaps in current EHR functionality and needed enhancements to support primary care. The Institute of Medicine primary care attributes were used to define needs and meaningful use (MU) objectives to define EHR functionality. Current objectives remain focused on disease rather than the whole person, ignoring factors such as personal risks, behaviors, family structure, and occupational and environmental influences. Primary care needs EHRs to move beyond documentation to interpreting and tracking information over time, as well as patient-partnering activities, support for team-based care, population-management tools that deliver care, and reduced documentation burden. While stage 3 MU's focus on outcomes is laudable, enhanced functionality is still needed, including EHR modifications, expanded use of patient portals, seamless integration with external applications, and advancement of national infrastructure and policies. Alexander H. Krist, John W. Beasley, Jesse C. Crosson, David C. Kibbe, Michael S. Klinkman, Christoph U. Lehmann, Chester H. Fox, Jason M. Mitchell, James W. Mold, Wilson D. Pace, Kevin A. Peterson, Robert L. Phillips, Robert Post, Jon Puro, Michael Raddock, Ray Simkus, Steven E. Waldren |
J. Am. Medical Informatics Assoc. | 6 |
| 2013 | AMIA's Code of Professional and Ethical ConductabstractAMIA, as other professional societies, has a long-standing interest in promoting a strong ethical framework for its membership. This white paper presents the latest AMIA Code of Professional and Ethical Conduct. It was approved in November of 2011 by the AMIA Board of Directors. This document constitutes a revision of, and update to, the first code, approved and published in J Am Med Inform Assoc1 in 2007. In an effort to keep pace with the field's vitality, the code presented here is intended to be a dynamic document, and will continue to evolve as AMIA and the field itself evolve. AMIA will publish on its web site this version of the code as part of a process that seeks ongoing response from, and involvement by, AMIA members. The code is meant to be practical and easily understood, so it is compact and uses general language. Unlike the ethics codes of some professional societies, the AMIA code is not intended to be prescriptive or legislative; it is aspirational, and as such, provides the broad strokes of a set of important ethical principles especially pertinent to the field of biomedical and health informatics. The code is organized around the common roles of AMIA members and the constituents they serve—including patients, students, and others—and with whom they interact. The AMIA Board and the AMIA Ethics Committee encourage members to offer suggestions for improvements and other changes. In this way, the code will continue to progress and best serve AMIA and the larger informatics community. Kenneth W. Goodman, Samantha A. Adams, Eta S. Berner, Peter J. Embí, Robert C. Hsiung, John F. Hurdle, Dixie A. Jones, Christoph U. Lehmann, Sarah A. Maulden, Carolyn Petersen, Enrique Terrazas, Peter Winkelstein |
J. Am. Medical Informatics Assoc. | 8 |
| 2012 | Challenges in Electronic Health Record Implementation: Making Meaningful Use Meaningful for Specialists and Primary Care Providers
Michael F. Chiang, Christoph U. Lehmann, Thomas R. Yackel, Jessica Kahn |
AMIA | 2 |
| 2012 | Pediatric Safety Risks from Unintended Consequences of the Use of EMRs Designed for Adults
Joseph W. Hales, Joan S. Ash, Christoph U. Lehmann, Christopher A. Longhurst, Stephen Andrew Spooner |
AMIA | 3 |
| 2008 | Visualizing Multivariate Time Series Data to Detect Specific Medical Conditions
Patricia Ordóñez 0002, Marie desJardins, Carolyn Feltes, Christoph U. Lehmann, James C. Fackler |
AMIA | 4 |
| 2007 | Capture and Classification of Problems During CPOE Deployment in an Academic Pediatric Center
George R. Kim, Marlene R. Miller, Margaret A. Ardolino, Dorothy C. Lee, Christoph U. Lehmann |
AMIA | 6 |
| 2005 | Workflow and Problem Domain as Information Planning Tools in a Pediatric Clinic - Defining Present and Future Information Technology Needs
Jonathan D. Gold, Christoph U. Lehmann, Harold P. Lehmann, George K. Siberry, Sue Ann Murphy |
AMIA | 2 |
| 2005 | Management of Pornography-seeking in an Online Dermatology Atlas: Adventuresin the Skin Trade
Christoph U. Lehmann, Bernard A. Cohen, George R. Kim |
AMIA | 1 |
| 2002 | Provider error prevention: online total parenteral nutrition calculator
Christoph U. Lehmann, Kim G. Conner, Jeanne M. Cox |
AMIA | 1 |
| 1999 | Restricted natural language processing for case simulation tools
Christoph U. Lehmann, B. Nguyen, George R. Kim, Kevin B. Johnson, Harold P. Lehmann |
AMIA | 1 |
| 1999 | Active Learning Centre: utilization patterns of an interactive educational World Wide Web site
Alexander Turchin, Christoph U. Lehmann |
AMIA | 2 |