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Positionality

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Table of Links

Abstract and 1. Introduction

2. Related Work

3. Theoretical Lenses

3.1. Handoff Model

3.2. Boundary objects

4. Applying the Theoretical Lenses and 4.1 Handoff Triggers: New tech, new threats, new hype

4.2. Handoff Components: Shifting experts, techniques, and data

4.3. Handoff Modes: Abstraction and constrained expertise

4.4 Handoff Function: Interrogating the how and 4.5. Transparency artifacts at the boundaries: Spaghetti at the wall

5. Uncovering the Stakes of the Handoff

5.1. Confidentiality is the tip of the iceberg

5.2. Data Utility

5.3. Formalism

5.4. Transparency

5.5. Participation

6. Beyond the Census: Lessons for Transparency and Participation and 6.1 Lesson 1: The handoff lens is a critical tool for surfacing values

6.2 Lesson 2: Beware objects without experts

6.3 Lesson 3: Transparency and participation should center values and policy

7. Conclusion

8. Research Ethics and Social Impact

8.1. Ethical concerns

8.2. Positionality

8.3. Adverse impact statement

Acknowledgments and References

8.2 Positionality

All four authors are U.S. citizens. While we are all thus implicated in matters of American legislative representation and voting rights, we all also reside in well-resourced regions which are not threatened by census undercounts or exclusion, nor by active infringements upon voting rights.


One author participated in processes around the 2020 DAS in real time; the other three became involved the project post-2020, and do not belong to any of the primary stakeholder groups that were most active in the census debate. One author is trained in computer science, two in the mathematical and physical sciences, and one as a lawyer; these backgrounds informed our comprehension of and perspectives on the legal and technical processes at play.


Authors:

(1) AMINA A. ABDU, University of Michigan, USA;

(2) LAUREN M. CHAMBERS, University of California, Berkeley, USA;

(3) DEIRDRE K. MULLIGAN, University of California, Berkeley, USA;

(4) ABIGAIL Z. JACOBS, University of Michigan, USA.


This paper is available on arxiv under CC BY-NC-SA 4.0 DEED license.


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