Algorithmic fairness in business analytics: Directions for research and practice

M De‐Arteaga, S Feuerriegel… - Production and …, 2022 - journals.sagepub.com
The extensive adoption of business analytics (BA) has brought financial gains and
increased efficiencies. However, these advances have simultaneously drawn attention to …

Designing AI‐augmented healthcare delivery systems for physician buy‐in and patient acceptance

T Dai, S Tayur - Production and Operations Management, 2022 - journals.sagepub.com
The role of artificial intelligence (AI) in augmenting healthcare is expected to grow
substantially in future decades. Current research in medical AI focuses on developing …

When algorithmic predictions use human-generated data: A bias-aware classification algorithm for breast cancer diagnosis

ME Ahsen, MUS Ayvaci… - Information Systems …, 2019 - pubsonline.informs.org
When algorithms use data generated by human beings, they inherit the errors stemming
from human biases, which likely diminishes their performance. We examine the design and …

Health analytics in business research: a literature review

Q Liu, M Yu, B Xiong, Z Cai, P Zhang… - Journal of Management …, 2023 - Taylor & Francis
Technological advances have enabled the collection of large quantities of valuable data for
health-related use. Particularly, a growing number of scholars are paying attention to the …

Extending Operations Management, Operations Research, and Supply Chain Management Research With Diversity, Equity, and Inclusion: A Literature Review …

MP Johnson, S Dijkstra-Silva… - Production and …, 2024 - journals.sagepub.com
<? show [AQ ID= GQ2 POS=-24pt]?><? show [AQ ID= GQ5 POS= 12pt]?> Diversity, equity,
and inclusion (DEI) has received increasing attention as an organizing principle and rallying …

Mechanism design of multi-strategy health insurance plans under asymmetric information

H Sun, H Wang, S Steffensen - Omega, 2022 - Elsevier
In health insurance services, the health system is often unable to obtain people's private
genetic information. This knowledge can reflect individuals' future health, which leads to …

Investigating the effectiveness of breast cancer supplemental screening considering radiologists' bias

S Molani, M Madadi, DL Williams - MedRxiv, 2020 - medrxiv.org
Breast density is known to increase breast cancer risk and decrease mammography
screening sensitivity. Breast density notification laws (enacted in 38 states as of September …

[HTML][HTML] Data-driven dynamic treatment planning for chronic diseases

C Naumzik, S Feuerriegel, AM Nielsen - European Journal of Operational …, 2023 - Elsevier
In order to deliver effective care, health management must consider the distinctive
trajectories of chronic diseases. These diseases recurrently undergo acute, unstable, and …

Rainbow Operations: Let's Add LGBTQ+ Colors to “Doing Good with<? pag\hbox {?> Good Operations<? pag}?>”

P Arora - Production and Operations Management, 2024 - journals.sagepub.com
<? show [AQ ID= GQ2 POS=-18pt]?><? show [AQ ID= GQ4]?><? show [AQ ID= GQ5 POS=
12pt]?> Scholars in management science and operations management (MS and OM) …

Diagnostic policies optimization for chronic diseases based on POMDP model

W Zhang, H Wang - Healthcare, 2022 - mdpi.com
During the process of disease diagnosis, overdiagnosis can lead to potential health loss and
unnecessary anxiety for patients as well as increased medical costs, while underdiagnosis …