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Complexity, errors, and administrative burdens

delete2023-12-21
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OA
AI
M
Matthew Young *
M
Mallory E. Compton
J
Justin B. Bullock
R
Robert Greer
DOI:10.1080/14719037.2023.2288247delete
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Abstract

Abstract

En 中文
Errors in administrative processes cost clientele and organizations, yet are understudied. Beyond efficiency losses, errors impose administrative burdens on clientele. Automation is a common tool for reducing errors. Little is known, however, about the factors that may augment automation's effectiveness. We theorize that administrative errors are a function of program complexity. We expect automation to improve accuracy in less complex programs but worsen with increased complexity. With U.S. Unemployment Insurance program audit data, we use longitudinal Poisson analysis to test our expectations. Complexity is associated with greater incidences of administrative errors. As expected, automation's effects vary with level of complexity.
Keywords:
Administrative error
administrative burdens
complexity
technology
automation

Journal

Public Management Review cover
Public Management Review
IF:
4.9
Papers:
1.9K
Citations:
8.0K

Organization

L
leiden university - excl lumc
Scholars:
3.5W
Papers: 2.9W
Citations: 46
L
Leiden University
Scholars:
4.0W
Papers: 3.3W
Citations: 3.8W
T
Texas A&M University System
Scholars:
4.4W
Papers: 4.0W
Citations: 4.0K
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Cited Papers

Cited Papers

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Accountability and automation bias
err2000-04-01
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PREAI
errSkitka, LJ; Mosier, K; Burdick, MD
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Dual-Mode Vertex-Deformed Square Microcavity Lasers
err2024-09-15
err0
PREAI
errYang Shi; Meng-Wei Sheng; Ting Wang; Hang-Dong Wei; Yue-De Yang; Jin-Long Xiao; You-Ling Chen; Yong-Zhen Huang
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