解码澳大利亚国家残疾保险计划的算法操作

IF 2 2区 社会学 Q2 SOCIAL ISSUES
Georgia van Toorn, Terry Carney
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引用次数: 0

摘要

近年来,澳大利亚开始对其社会服务进行数字化转型,其主要目标是创建以用户为中心的服务,更加关注公民的需求。本文考察了澳大利亚国家残疾保险计划(NDIS)的运营和技术变化,这是政府全面数字化转型战略的结果。它讨论了这些变化在提高计划用户的结果方面的有效性。具体来说,重点是国家残疾保险局(NDIA)使用算法决策支持系统来帮助制定个性化支持计划。我们表明,这一行政过程包含了几个自动化元素,这些元素引起了对决策的实质性公平性、问责制、透明度和参与的关注。得出的结论是,算法系统行使各种形式的国家权力,但在这种情况下,它们的地下行政特征将它们定位为“算法灰洞”——这些空间有效地超出了诉诸法律救济的范围,更适合通过算法正义学术倡导的整体和系统问责改革来纠正。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Decoding the algorithmic operations of Australia's National Disability Insurance Scheme

Decoding the algorithmic operations of Australia's National Disability Insurance Scheme

In recent years, Australia has embarked on a digital transformation of its social services, with the primary goal of creating user-centric services that are more attentive to the needs of citizens. This article examines operational and technological changes within Australia's National Disability Insurance Scheme (NDIS) as a result of this comprehensive government digital transformation strategy. It discusses the effectiveness of these changes in enhancing outcomes for users of the scheme. Specifically, the focus is on the National Disability Insurance Agency's (NDIA) use of algorithmic decision support systems to aid in the development of personalised support plans. This administrative process, we show, incorporates several automated elements that raise concerns about substantive fairness, accountability, transparency and participation in decision making. The conclusion drawn is that algorithmic systems exercise various forms of state power, but in this case, their subterranean administrative character positions them as “algorithmic grey holes”—spaces effectively beyond recourse to legal remedies and more suited to redress by holistic and systemic accountability reforms advocated by algorithmic justice scholarship.

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来源期刊
CiteScore
3.90
自引率
4.00%
发文量
45
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