The Secret Science of Formulas

Data Lives Pub Date : 2021-02-03 DOI:10.2307/j.ctv1c9hmnq.16
Rob Kitchin
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Abstract

This chapter reveals how choices and decisions concerning the analytics applied to data shapes outcomes, through an account of a working session between academics and a government minister to devise and implement an 'objective' method for allocating government funding. The nub of the problem was the Minister had a very particular outcome in mind. He wanted the investment from his new scheme to be spread across as many constituencies as possible, and certainly the ones that traditionally voted for his party or those that might swing away from the government. However, he did not want to be seen to allocate the funding on political grounds, nor run the scheme on a competitive basis. Instead, he wanted to be able to say that the monies had been apportioned using a statistical formula that assessed need objectively. Creating a formula for producing a map that pleased the Minister proved to be trickier than anticipated. In part, this was because he had his own ideas about which variables were good indicators of relative deprivation and need.
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公式的秘密科学
本章通过学者和政府部长之间设计和实施分配政府资金的“客观”方法的工作会议,揭示了将分析应用于数据的选择和决定如何影响结果。问题的关键在于部长心中有一个非常特殊的结果。他希望他的新计划的投资能够分散到尽可能多的选区,当然是那些传统上投票给他的政党的选区,或者那些可能会远离政府的选区。然而,他不希望被认为是出于政治原因分配资金,也不希望在竞争的基础上运行该计划。相反,他希望能够说,这些资金是使用客观评估需求的统计公式分配的。创建一个公式来制作一张令部长满意的地图,比预期的要棘手得多。在某种程度上,这是因为他对哪些变量是相对匮乏和需求的良好指标有自己的看法。
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