利用预测市场预测移民动向。

IF 4.3 2区 社会学 Q1 DEMOGRAPHY Comparative Migration Studies Pub Date : 2024-01-01 Epub Date: 2024-10-09 DOI:10.1186/s40878-024-00404-0
Sandra Morgenstern, Oliver Strijbis
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引用次数: 0

摘要

移民预测对于积极主动的移民和融入管理至关重要。虽然对准确移民预测的需求不断增长,但目前的移民预测仍不能令人满意,因为它们往往缺乏准确性。我们引入了另一种预测移民动向的方法:预测市场。虽然预测市场在移民研究中主要是未知的,但它在预测选举结果的政治经济学中已经得到了证实。我们认为,如果预测市场能提供避免稀缺交易的解决方案并将专家知识融入市场,那么它就能在当前定性和定量方法的互补性之间取得平衡。我们运用预测市场对四个西欧国家 2020 年的移民情况进行了预测,结果令人鼓舞。我们讨论了预测市场在移民预测方面的优势和局限性,包括伦理方面的考虑,并为其未来应用提供指导:在线版本包含补充材料,可查阅 10.1186/s40878-024-00404-0。
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Forecasting migration movements using prediction markets.

Migration forecasts are crucial for proactive immigration and integration management. While the demand for accurate migration forecasts continues to grow, the current state of migration forecasting is still unsatisfactory, because they tend to lack precision. We introduce an alternative method to forecast migration movements: prediction markets. While prediction markets are mainly unknown in migration studies, they are established in the political economy of forecasting election outcomes. For its application to a complex phenomenon in a more constrained information environment such as migration movements, we argue that prediction markets allow to balance complementarities of current qualitative and quantitative approaches if they provide solutions to avoid thin trading and integrate expert knowledge into the market. We apply the prediction market to forecast immigration in four West European countries in 2020 and find encouraging results. We discuss the strengths and limitations of prediction markets to migration forecasting, including ethical considerations, and guide its future application.

Supplementary information: The online version contains supplementary material available at 10.1186/s40878-024-00404-0.

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来源期刊
Comparative Migration Studies
Comparative Migration Studies Social Sciences-Law
CiteScore
6.60
自引率
8.60%
发文量
47
期刊最新文献
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