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1.
Universal productivity patterns in research careers
Andre S. Sunahara, Matjaž Perc, Haroldo V. Ribeiro, 2023, izvirni znanstveni članek

Opis: A common expectation is that career productivity peaks rather early and then gradually declines with seniority. But whether this holds true is still an open question. Here we investigate the productivity trajectories of almost 8500 scientists from over 50 disciplines using methods from time-series analysis, dimensionality reduction, and network science, showing that there exist six universal productivity patterns in research. Based on clusters of productivity trajectories and network representations where researchers with similar productivity patterns are connected, we identify constant, u-shaped, decreasing, periodic-like, increasing, and canonical productivity patterns, with the latter two describing almost three-fourths of researchers. In fact, we find that canonical curves are the most prevalent, but contrary to expectations, productivity peaks occur much more frequently around midcareer rather than early. These results outline the boundaries of possible career paths in science and caution against the adoption of stereotypes in tenure and funding decisions.
Ključne besede: scientific networks, research career, social physics, universality
Objavljeno v DKUM: 13.09.2024; Ogledov: 38; Prenosov: 7
.pdf Celotno besedilo (1,60 MB)
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2.
Universality of political corruption networks
Alvaro F. Martins, Bruno R. da Cunha, Quentin S. Hanley, Sebastián Gonçalves, Matjaž Perc, Haroldo V. Ribeiro, 2022, izvirni znanstveni članek

Opis: Corruption crimes demand highly coordinated actions among criminal agents to succeed. But research dedicated to corruption networks is still in its infancy and indeed little is known about the properties of these networks. Here we present a comprehensive investigation of corruption networks related to political scandals in Spain and Brazil over nearly three decades. We show that corruption networks of both countries share universal structural and dynamical properties, including similar degree distributions, clustering and assortativity coefficients, modular structure, and a growth process that is marked by the coalescence of network components due to a few recidivist criminals. We propose a simple model that not only reproduces these empirical properties but reveals also that corruption networks operate near a critical recidivism rate below which the network is entirely fragmented and above which it is overly connected. Our research thus indicates that actions focused on decreasing corruption recidivism may substantially mitigate this type of organized crime.
Ključne besede: corruption, network, politics, universality, social physics
Objavljeno v DKUM: 15.07.2024; Ogledov: 119; Prenosov: 13
.pdf Celotno besedilo (7,26 MB)
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3.
Foreign insolvent debtor : some essential questions a creditor is facing in international collective insolvency proceedings
Jorg Sladič, 2012, izvirni znanstveni članek

Opis: Creditors in international trade are often faced with issues of an insolvent foreign debtor who often has property and assets in several states. In such a case creditors are faced with difficulties of international collective insolvency proceedings. The introductory parts of the article examines the standard questions like the question of a single, universal property of an individual or legal person and on the other hand the principles of territoriality and universality in public international law as far as the effects of foreign collective insolvency proceedings are concerned. The article then deals with issues of the centre of main interests as the point of contact and issues opened with the application of the lex concursus.
Ključne besede: private international law, insolvency law, principle of territoriality, principle of universality, principle of single universal assets and property, recognition of decisions of foreign courts rendered in collective insolvency proceedings, recognition of effects of a foreign collective insolvency proceedings, centre of main interests
Objavljeno v DKUM: 01.08.2018; Ogledov: 1079; Prenosov: 57
.pdf Celotno besedilo (235,44 KB)

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