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April 22, 2026Sustainability0 citationsOpen Access

Perspectives of the Blue Economy in Brazil: Possible Externalities of Oil Royalties on the Socioeconomic Development of Coastal Municipalities

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LBLeonardo Fontes BacháUniversidade Federal do Rio de JaneiroMOMarcelo de Assis Passos OliveiraUniversidade Federal do Rio de JaneiroFLFelipe Schwahofer Landuci

Key Points

  • The study aims to analyze the relationship between oil royalties and socioeconomic development in Brazilian coastal municipalities.
  • Analyzed 193 municipalities receiving over R$5 million in royalties in 2022.
  • Utilized socioeconomic indices: Brazilian Deprivation Index, Basic Education Index, and Water Quality Index.
  • Employed unsupervised and supervised learning to classify municipalities based on performance and oil revenue.
  • Identified conditional and non-linear relationships between oil revenues and socioeconomic indicators.
  • Four groups of municipalities were established, with one group showing high performance despite lower oil revenues.
  • Highlighted the need for policies to better allocate oil revenues towards improving education and water quality.

Abstract

The blue economy contributes significantly to Brazil’s gross domestic product due to the country’s vast coastline and abundant natural resources. Oil royalties represent a major component of this wealth; yet, their association with improvements in quality of life remains unclear. The aim of this study was to analyze the performance of 193 municipalities (coastal: 101; state of Rio de Janeiro: 92) that receive more than R5 million in royalties per semester in 2022, using the socioeconomic indices IBP (Brazilian Deprivation Index), IDEB (Basic Education Index), and IQA (Water Quality Index). The results reveal conditional, non-linear, and regionally unequal relationships between oil revenues and socioeconomic indicators. Unsupervised learning identified four groups of municipalities. The group with the largest number of municipalities (n = 45) and the best performance in socioeconomic indices had a wide range of royalties (between R7 and R22 million). However, supervised analyses show that this group of municipalities, mainly from the south/southeast regions, receives relatively low oil revenues but performs well in the indices, suggesting a certain autonomy in relation to royalties. The municipalities of the state of Rio de Janeiro confirm the national trend, with cities with higher education levels benefiting, but with more specific aspects of the blue economy (water quality) not being well-represented. Policies are mandatory to redirect oil revenues to these sectors with the support of more appropriate indicators.

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Cite This Study

Bachá et al. (2026) studied this question.

synapsesocial.com/papers/69e865126e0dea528dde9aadhttps://doi.org/10.3390/su18084103
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