"That's important, but...": How Computer Science Researchers Anticipate Unintended Consequences of Their Research Innovations

03/27/2023
by   Kimberly Do, et al.
0

Computer science research has led to many breakthrough innovations but has also been scrutinized for enabling technology that has negative, unintended consequences for society. Given the increasing discussions of ethics in the news and among researchers, we interviewed 20 researchers in various CS sub-disciplines to identify whether and how they consider potential unintended consequences of their research innovations. We show that considering unintended consequences is generally seen as important but rarely practiced. Principal barriers are a lack of formal process and strategy as well as the academic practice that prioritizes fast progress and publications. Drawing on these findings, we discuss approaches to support researchers in routinely considering unintended consequences, from bringing diverse perspectives through community participation to increasing incentives to investigate potential consequences. We intend for our work to pave the way for routine explorations of the societal implications of technological innovations before, during, and after the research process.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
09/08/2023

The Case for Anticipating Undesirable Consequences of Computing Innovations Early, Often, and Across Computer Science

From smart sensors that infringe on our privacy to neural nets that port...
research
11/26/2020

Anticipatory Ethics and the Role of Uncertainty

Making conjectures about future consequences of a technology is an exerc...
research
04/12/2023

Anticipating Unintended Consequences of Technology Using Insights from Creativity Support Tools

Our society has been increasingly witnessing a number of negative, unint...
research
11/05/2022

Rankers, Rankees, Rankings: Peeking into the Pandora's Box from a Socio-Technical Perspective

Algorithmic rankers have a profound impact on our increasingly data-driv...
research
09/21/2020

Limited Functional Form, Misspecification, and Unreliable Interpretations in Psychology and Social Science

The replicability crisis has drawn attention to numerous weaknesses in p...
research
10/10/2020

Reflexive Design for Fairness and Other Human Values in Formal Models

Algorithms and other formal models that incorporate human values like fa...
research
03/27/2023

Would the Trees Dim the Lights? Adopting the Intentional Stance for More-Than-Human Participatory Design

The 2019/20 Black Summer bushfires in Australia demonstrated the brutal ...

Please sign up or login with your details

Forgot password? Click here to reset