Published April 30, 2024 | Version CC-BY-NC-ND 4.0
Journal article Open

Fuzzy Inference System to Assess Entrepreneurial Self-Efficacy

Creators

  • 1. Institución Universitaria Pascual Bravo, Medellín-Colombia.

Contributors

Contact person:

  • 1. Institución Universitaria Pascual Bravo, Medellín-Colombia.
  • 2. Institución Universitaria Pascual Bravo, Institución Universitaria ESUMER Medellín-Colombia.
  • 3. Instituto Tecnológico Metropolitano, Medellín-Colombia.

Description

Abstract: En este estudio se utiliza un sistema de inferencia difusa para medir la autoeficacia empresarial (ESE) basado en características emocionales. Se adquirió un conjunto de datos con varias características orientadas a la Teoría del Comportamiento Planificado de 741 sujetos. Se aplicaron las cuatro etapas siguientes: i) preprocesamiento de los datos, ii) correlaciones de variables para definir la influencia de las variables emocionales en la ESE, iii) sistemas de inferencia difusa (FIS): en esta etapa se establecieron las reglas basándose en los resultados del análisis estadístico y en los conocimientos de los expertos. iv) Se llevó a cabo la evaluación del FIS para medir su rendimiento. Los resultados demostraron la funcionalidad del modelo y se desvelaron sus ventajas, limitaciones y trabajos futuros. En este estudio se constató que, a medida que mejora la inteligencia emocional de las personas, éstas adquieren una mayor autoeficacia empresarial, lo que conduce a un mayor éxito como empresarios, que se modeló adecuadamente con el FIS desde multiples variables de entrada.

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Additional details

Identifiers

DOI
10.35940/ijeat.D4389.13040424
EISSN
2249-8958

Dates

Accepted
2024-04-15
Manuscript received on 08 February 2024 | Revised Manuscript received on 21 March 2024 | Manuscript Accepted on 15 April 2024 | Manuscript published on 30 April 2024.

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