Evidence map›Paper›PMID 42187896›Full record

ArticleEntropy (Basel, Switzerland)2026

Economic Entropy and the Cobb-Douglas Function: A Scientometric Analysis.

Isabel Cristina Betancur-Hinestroza, Nini Johana Marín-Rodríguez, Francisco J Caro-Lopera, Éver Alberto Velásquez Sierra

Abstract read
In one paragraph

Article in Entropy (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Isabel Cristina Betancur-HinestrozaFaculty of Economic Sciences, University of Medellin, Medellín 050026, Colombia.ORCID 0000-0001-9661-5146
Nini Johana Marín-RodríguezFaculty of Engineering, University of Medellín, Medellín 050026, Colombia.ORCID 0000-0003-4318-7947
Francisco J Caro-LoperaFaculty of Engineering, University of Medellín, Medellín 050026, Colombia.ORCID 0000-0002-4295-3120
Éver Alberto Velásquez SierraFaculty of Engineering, University of Medellín, Medellín 050026, Colombia.ORCID 0000-0002-5058-8530

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Economic entropy, as an emerging concept in econophysics, has gained increasing relevance in the analysis of complex systems characterized by uncertainty, nonlinearity, and out-of-equilibrium dynamics. However, its integration into conventional economic modeling-particularly in production functions such as the Cobb-Douglas function-remains fragmented and lacks systematic empirical validation. This study conducts a scientometric analysis of 345 Scopus-indexed documents (1973-2024) addressing the intersection between entropy, econophysics, and production functions, with the aim of mapping the intellectual structure of the field, characterizing its growth trends, identifying its core contributions, and highlighting its main research gaps. The results reveal that the field has experienced sustained growth since 2004, with a notable acceleration between 2020 and 2023, although it exhibits a fragmented authorship structure that does not conform to Lotka's Law, suggesting that the field is still in a stage of scientific consolidation. The Cobb-Douglas function emerges as a niche topic within the econophysics literature, with limited integration between entropy-based approaches-informational, thermodynamic, and maximum entropy-and the empirical modeling of production. Furthermore, weak citation linkages between econophysics and conventional economics are observed, confirming the interdisciplinary fragmentation of the field. These findings provide a structured reference for researchers interested in advancing toward analytical frameworks that explicitly incorporate uncertainty, information, and physical constraints into economic analysis, thereby contributing to the development of econophysics as an integrative discipline.

Indexed as

Cobb-Douglaseconomic entropyeconophysicsproduction functionscientometric analysisutility function

Identifiers

PMID42187896
PMCPMC13205674

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.