Identifying ethical considerations for machine learning healthcare applications

DS Char, MD Abràmoff, C Feudtner - The American Journal of …, 2020 - Taylor & Francis
Along with potential benefits to healthcare delivery, machine learning healthcare
applications (ML-HCAs) raise a number of ethical concerns. Ethical evaluations of ML-HCAs …

Leader ethical decision-making in organizations: Strategies for sensemaking

CE Thiel, Z Bagdasarov, L Harkrider, JF Johnson… - Journal of Business …, 2012 - Springer
Organizational leaders face environmental challenges and pressures that put them under
ethical risk. Navigating this ethical risk is demanding given the dynamics of contemporary …

A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning

D Cagliero, N Deuitch, N Shah… - Journal of the …, 2023 - academic.oup.com
Objective Identifying ethical concerns with ML applications to healthcare (ML-HCA) before
problems arise is now a stated goal of ML design oversight groups and regulatory agencies …

Mental models and ethical decision making: The mediating role of sensemaking

Z Bagdasarov, JF Johnson, AE MacDougall… - Journal of Business …, 2016 - Springer
The relationship between mental models and ethical decision making (EDM), along with the
mechanisms through which mental models affect EDM, are not well understood. Using the …

Evaluating ethics education programs: A multilevel approach

MD Mumford, L Steele, LL Watts - Ethics & Behavior, 2015 - Taylor & Francis
Although education in the responsible conduct of research is considered necessary,
evidence bearing on the effectiveness of these programs in improving research ethics has …

Case-based ethics education: The impact of cause complexity and outcome favorability on ethicality

JF Johnson, Z Bagdasarov, S Connelly… - Journal of Empirical …, 2012 - journals.sagepub.com
Case-based learning has been used across multiple disciplines, including ethics education,
as an effective instructional tool. However, the value of case-based learning in ethics …

Improving case-based ethics training with codes of conduct and forecasting content

LN Harkrider, CE Thiel, Z Bagdasarov… - Ethics & …, 2012 - Taylor & Francis
Although case-based training is popular for ethics education, little is known about how
specific case content influences training effectiveness. Therefore, the effects of (a) codes of …

Professional decision-making in research (PDR): The validity of a new measure

JM DuBois, JT Chibnall, RC Tait, JS Vander Wal… - … and Engineering Ethics, 2016 - Springer
In this paper, we report on the development and validity of the Professional Decision-Making
in Research (PDR) measure, a vignette-based test that examines decision-making …

Ethical decision-making based on field assessment: The experiences of prehospital personnel

M Torabi, F Borhani, A Abbaszadeh… - Nursing …, 2019 - journals.sagepub.com
Introduction: Due to the stressful nature of prehospital emergency providers' duties, as well
as difficulties such as distance to information resources and insufficient time to analyze …

The role of sensory processing sensitivity and analytic mind-set in ethical decision-making

CK Stenmark, R Redfearn - Ethics & Behavior, 2022 - Taylor & Francis
ABSTRACT Sensory Processing Sensitivity (SPS) is an individual difference that affects
people's thinking and behavior. People who are high in SPS, Highly Sensitive People …