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Published on: December 16, 2022
Self-organization in Slovenian public spending.
Jelena Joksimović1, Matjaž Perc2,3,4,5,6, Zoran Levnajić1
1Faculty of Information Sciences in Novo Mesto, Ljubljanska cesta 31A, Novo Mesto 8000, Slovenia.
Slovenian public spending follows predictable patterns, with money distribution fitting power-law models and showing a first-mover advantage. This suggests underlying self-organizing principles govern state budget allocation to private companies.
Area of Science:
- Economics
- Network Science
- Public Administration
Background:
- Public contracts involve significant allocation of public funds to private entities.
- Transparency and equitable distribution in public spending are critical concerns in democratic societies.
- Understanding the regularities in public money allocation is essential for effective governance.
Purpose of the Study:
- To investigate the patterns and regularities governing the distribution of public money to private companies in Slovenia.
- To determine if public spending follows predictable statistical distributions.
- To identify factors influencing the allocation of state budgets to the private sector.
Main Methods:
- Analysis of a comprehensive dataset of public money transfers to the private sector in Slovenia from January 2003 to May 2020.
- Statistical modeling, including power-law and lognormal fits, to analyze the cumulative distribution of funds.
- Examination of temporal dynamics, including the 'first-mover advantage' and funding linearity over time.
Main Results:
- The distribution of public money received per company in Slovenia can be accurately modeled by power-law or lognormal functions.
- Evidence suggests a 'first-mover advantage' exists, where early recipients may have an ongoing benefit.
- The rate at which companies receive new funding shows a roughly linear trend over time.
Conclusions:
- Slovenian public spending, despite human involvement, exhibits emergent self-organizing principles.
- The findings challenge assumptions of purely arbitrary or biased allocation, suggesting underlying statistical regularities.
- This research provides insights into the complex dynamics of public-private financial flows and governance.
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