Evidence for policy-makers: A matter of timing and certainty?

IF 3.8 3区 管理学 Q1 PUBLIC ADMINISTRATION Policy Sciences Pub Date : 2024-03-06 DOI:10.1007/s11077-024-09526-9
Wouter Lammers, Valérie Pattyn, Sacha Ferrari, Sylvia Wenmackers, Steven Van de Walle
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Abstract

This article investigates how certainty and timing of evidence introduction impact the uptake of evidence by policy-makers in collective deliberations. Little is known about how experts or researchers should time the introduction of uncertain evidence for policy-makers. With a computational model based on the Hegselmann–Krause opinion dynamics model, we simulate how policy-makers update their opinions in light of new evidence. We illustrate the use of our model with two examples in which timing and certainty matter for policy-making: intelligence analysts scouting potential terrorist activity and food safety inspections of chicken meat. Our computations indicate that evidence should come early to convince policy-makers, regardless of how certain it is. Even if the evidence is quite certain, it will not convince all policy-makers. Next to its substantive contribution, the article also showcases the methodological innovation that agent-based models can bring for a better understanding of the science–policy nexus. The model can be endlessly adapted to generate hypotheses and simulate interactions that cannot be empirically tested.

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为决策者提供证据:时机和确定性问题?
本文研究了证据引入的确定性和时机如何影响决策者在集体讨论中对证据的吸收。对于专家或研究人员应如何为决策者把握引入不确定证据的时机,人们知之甚少。通过基于 Hegselmann-Krause 观点动态模型的计算模型,我们模拟了决策者如何根据新证据更新观点。我们用两个例子来说明模型的使用,这两个例子中的时机和确定性对决策都很重要:情报分析师侦查潜在的恐怖活动和鸡肉的食品安全检查。我们的计算表明,无论证据的确定性有多高,都应尽早提供证据,以说服决策者。即使证据非常确定,也无法说服所有决策者。除了实质性贡献之外,这篇文章还展示了基于代理的模型在方法论上的创新,可以帮助人们更好地理解科学与政策之间的关系。该模型可以进行无休止的调整,以产生假设并模拟无法进行经验检验的互动。
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来源期刊
Policy Sciences
Policy Sciences Multiple-
CiteScore
9.70
自引率
9.40%
发文量
32
期刊介绍: The policy sciences are distinctive within the policy movement in that they embrace the scholarly traditions innovated and elaborated by Harold D. Lasswell and Myres S. McDougal. Within these pages we provide space for approaches that are problem-oriented, contextual, and multi-method in orientation. There are many other journals in which authors can take top-down, deductive, and large-sample approach or adopt a primarily theoretical focus. Policy Sciences encourages systematic and empirical investigations in which problems are clearly identified from a practical and theoretical perspective, are well situated in the extant literature, and are investigated utilizing methodologies compatible with contextual, as opposed to reductionist, understandings. We tend not to publish pieces that are solely theoretical, but favor works in which the applied policy lessons are clearly articulated. Policy Sciences favors, but does not publish exclusively, works that either explicitly or implicitly utilize the policy sciences framework. The policy sciences can be applied to articles with greater or lesser intensity to accommodate the focus of an author’s work. At the minimum, this means taking a problem oriented, multi-method or contextual approach. At the fullest expression, it may mean leveraging central theory or explicitly applying aspects of the framework, which is comprised of three principal dimensions: (1) social process, which is mapped in terms of participants, perspectives, situations, base values, strategies, outcomes and effects, with values (power, wealth, enlightenment, skill, rectitude, respect, well-being, and affection) being the key elements in understanding participants’ behaviors and interactions; (2) decision process, which is mapped in terms of seven functions—intelligence, promotion, prescription, invocation, application, termination, and appraisal; and (3) problem orientation, which comprises the intellectual tasks of clarifying goals, describing trends, analyzing conditions, projecting developments, and inventing, evaluating, and selecting alternatives. There is a more extensive core literature that also applies and can be visited at the policy sciences website: http://www.policysciences.org/classicworks.cfm. In addition to articles that explicitly utilize the policy sciences framework, Policy Sciences has a long tradition of publishing papers that draw on various aspects of that framework and its central theory as well as high quality conceptual pieces that address key challenges, opportunities, or approaches in ways congruent with the perspective that this journal strives to maintain and extend.Officially cited as: Policy Sci
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