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Societal complexity may be at a historical peak. Distinct from entropy, complexity tends to rise as systems move away from order, crest at an intermediate state, and decline as entropy continues increasing. The use of a thermodynamic…

物理与社会 · 物理学 2026-05-08 Theodore Modis

Labor market institutions are central for modern economies, and their polices can directly affect unemployment rates and economic growth. At the individual level, unemployment often has a detrimental impact on people's well-being and…

社会与信息网络 · 计算机科学 2016-09-07 Abdullah Almaatouq

Economic complexity measures aim to quantify the capability content or endowment of industries and territories; however, capabilities are not observable, and therefore cannot be directly used in the computations. We estimate such endowments…

综合经济学 · 经济学 2025-07-09 Antonio Russo , Pasquale Scaramozzino , Andrea Zaccaria

Industrial operations have grown exponentially over the last century, driving advancements in energy utilization through vehicles and machinery.This growth has significant environmental implications, necessitating the use of sophisticated…

应用统计 · 统计学 2024-05-28 Anurag Mishra , Ronen Gold , Sanjeev Vijayakumar

Poor economies not only produce less; they typically produce things that involve fewer inputs and fewer intermediate steps. Yet the supply chains of poor countries face more frequent disruptions---delivery failures, faulty parts, delays,…

综合金融 · 定量金融 2017-09-05 Charles D. Brummitt , Kenan Huremovic , Paolo Pin , Matthew H. Bonds , Fernando Vega-Redondo

Trade networks, across which countries distribute their products, are crucial components of the globalized world economy. Their structure is strongly heterogeneous across products, given the different features of the countries which buy and…

物理与社会 · 物理学 2019-01-09 Carlo Piccardi , Lucia Tajoli

Debates over the trade-offs between specialization and diversification have long intrigued scholars and policymakers. Specialization can amplify an economy by concentrating on core strengths, while diversification reduces vulnerability by…

物理与社会 · 物理学 2025-03-31 Matteo Straccamore , Matteo Bruno , Andrea Tacchella

Understanding the high-tech industrial agglomeration from a spatial-spillover perspective is essential for cities to gain economic and technological competitive advantages. Along with rapid urbanization and the development of fast…

物理与社会 · 物理学 2024-06-11 Chen Wang , Lu Wang , Yanbo Xue , Ruiqi Li

A good understanding of cities is crucial to implement urban planning policies leading to social and economic sustainability and an efficient use of resources. While urban concentration has been associated with both positive and negative…

物理与社会 · 物理学 2025-09-09 Gaëtan Laziou , Rémi Lemoy

Understanding and potentially predicting or even controlling urban labour markets represents a great challenge for workers and policy makers alike. Cities are effective engines of economic growth and prosperity and incubate complex dynamics…

物理与社会 · 物理学 2022-02-28 Xiangnan Feng , Alex Rutherford

Advanced economies exhibit a high degree of sophistication in the creation of various products. While critical to such sophistication, the nature and underlying structure of the interactions taking place inside production processes remain…

综合经济学 · 经济学 2023-08-01 Hardik Rajpal , Omar A Guerrero

Measures of wealth and production have been found to scale superlinearly with the population of a city. Therefore, it makes economic sense for humans to congregate together in dense settlements. A recent model of population dynamics showed…

物理与社会 · 物理学 2016-12-28 James PL Tan

Increasing evidence suggests that cities are complex systems, with structural and dynamical features responsible for a broad spectrum of emerging phenomena. Here we use a unique data set of human flows and couple it with information on the…

物理与社会 · 物理学 2021-01-22 Riccardo Gallotti , Giulia Bertagnolli , Manlio De Domenico

The term of big data was used since 1990s, but it became very popular around 2012. A recent definition of this term says that big data are information assets characterized by high volume, velocity, variety and veracity that need special…

综合经济学 · 经济学 2024-06-19 Bogdan Oancea

Although classical economic theory is based on the concept of stable equilibrium, real economic systems appear to be always out of equilibrium. Indeed, they share many of the dynamical features of other complex systems, e.g., ecological…

物理与社会 · 物理学 2010-11-16 Sitabhra Sinha

Increases in national concentration have been a salient feature of industry dynamics in the U.S. and have contributed to concerns about increasing market power. Yet, local trends may be more informative about market power, particularly in…

综合经济学 · 经济学 2026-04-17 Dominic A. Smith , Sergio Ocampo

Recent years have disclosed a remarkable proliferation of compute-intensive applications in smart cities. Such applications continuously generate enormous amounts of data which demand strict latency-aware computational processing…

网络与互联网体系结构 · 计算机科学 2020-10-13 Latif U. Khan , Ibrar Yaqoob , Nguyen H. Tran , S. M. Ahsan Kazmi , Tri Nguyen Dang , Choong Seon Hong

Cities host diverse people and their mixing is the engine of prosperity. In turn, segregation and inequalities are common features of most cities and locations that enable the meeting of people with different socio-economic status are key…

When facing threats from automation, a worker residing in a large Chinese city might not be as lucky as a worker in a large U.S. city, depending on the type of large city in which one resides. Empirical studies found that large U.S. cities…

综合经济学 · 经济学 2019-08-16 Haohui 'Caron' Chen , Xun Li , Morgan Frank , Xiaozhen Qin , Weipan Xu , Manuel Cebrian , Iyad Rahwan

In the pursuit of ever increasing efficiency and growth, our economies have evolved to remarkable degrees of complexity, with nested production processes feeding each other in order to create products of greater sophistication from less…

经济学 · 定量金融 2017-04-05 Marco Bardoscia , Giacomo Livan , Matteo Marsili