A network analysis of skill-specific internal migration flows in Italy

IF 6.2 2区 经济学 Q1 ECONOMICS
A. Sarra , D. D'Ingiullo , A. Evangelista , E. Nissi , D. Quaglione , T. Di Battista
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引用次数: 0

Abstract

Internal migration plays a crucial role in shaping regional economies and governance. To gain insights into this phenomenon, we propose conducting a network analysis of migration flow data among Italian provinces from 2002 to 2023, with a focus on eliminating irrelevant connections. This approach combines network filtering and clustering techniques, which refine the network structure to highlight meaningful connections and make mobility trends easier to interpret. Unlike traditional methods, which often struggle with complex or fragmented migration data, our approach enables us to identify both persistent migration hubs and emerging shifts in regional mobility. Our findings confirm the central role of northern provinces such as Milan, Turin, and Bologna, but also reveal a strengthening of connections between Southern areas like Naples and Bari, suggesting a growing regional appeal. While South-North migration remains dominant, high-skilled individuals are increasingly choosing Rome and other central provinces, indicating a diversification in migration patterns. Similar trends emerge for low-skilled workers, although age-related differences influence distinct mobility routes. These results offer actionable insights for policymakers. By investing in research, innovation, and entrepreneurial development in the South, improving university quality and academic infrastructure, strengthening connections between education and the local labour market, and enhancing infrastructure for remote work, South-North migrations and inequalities could be mitigated. Through a clear and accessible analysis, this study provides a practical tool for designing policies that promote more balanced regional development.
意大利特定技能内部移民流动的网络分析
国内移徙在形成区域经济和治理方面发挥着关键作用。为了深入了解这一现象,我们建议对2002年至2023年意大利各省之间的移民流动数据进行网络分析,重点是消除不相关的联系。该方法结合了网络过滤和聚类技术,改进了网络结构以突出有意义的连接,并使移动趋势更容易解释。与传统方法不同,传统方法往往难以处理复杂或碎片化的迁移数据,我们的方法使我们能够识别持续的迁移中心和区域流动的新变化。我们的研究结果证实了米兰、都灵和博洛尼亚等北部省份的核心作用,但也揭示了那不勒斯和巴里等南部地区之间的联系正在加强,这表明该地区的吸引力正在增强。虽然南北移民仍然占主导地位,但高技能人才越来越多地选择罗马和其他中部省份,这表明移民模式的多样化。低技能工人也出现了类似的趋势,尽管与年龄相关的差异影响了不同的流动路线。这些结果为政策制定者提供了可行的见解。通过投资于南方的研究、创新和创业发展,改善大学质量和学术基础设施,加强教育与当地劳动力市场之间的联系,以及加强远程工作的基础设施,可以缓解南北移民和不平等。通过清晰易懂的分析,本研究为制定促进更均衡区域发展的政策提供了实用工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Socio-economic Planning Sciences
Socio-economic Planning Sciences OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
9.40
自引率
13.10%
发文量
294
审稿时长
58 days
期刊介绍: Studies directed toward the more effective utilization of existing resources, e.g. mathematical programming models of health care delivery systems with relevance to more effective program design; systems analysis of fire outbreaks and its relevance to the location of fire stations; statistical analysis of the efficiency of a developing country economy or industry. Studies relating to the interaction of various segments of society and technology, e.g. the effects of government health policies on the utilization and design of hospital facilities; the relationship between housing density and the demands on public transportation or other service facilities: patterns and implications of urban development and air or water pollution. Studies devoted to the anticipations of and response to future needs for social, health and other human services, e.g. the relationship between industrial growth and the development of educational resources in affected areas; investigation of future demands for material and child health resources in a developing country; design of effective recycling in an urban setting.
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