SIMULATION MODEL OF DEVELOPMENT OF INVESTMENT AND INNOVATION ACTIVITY OF ORGANIZATIONS IN CROP AND LIVESTOCK FARMING

Agriculture is one of the key sectors of the economy, ensuring food security, job creation, and sustainable regional development. In the face of globalization, climate change and growing demand for food, organizations in crop and livestock production are faced with the need to adopt innovative technologies and increase investment attractiveness. The design of simulation models facilitates accelerated adaptation to the constantly changing conditions of the country's economic system. This study highlights the significance and advantages of simulation modeling as a tool for agriculture. An adapted system of simultaneous equations is presented, based on which a production function for the simulation model was developed. The production function was adjusted based on a correlation matrix and verification econometric tests conducted using the Gretl software package. Resulting variables and data determinants for the designed model were identified. The simulation model was developed in the AnyLogic environment, where it underwent five development scenarios with a forecast period of 15 years. Following the scenario analysis, final values for the 5th, 10th, and 15th years of the forecast are presented.

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Publication Details

Journal
Экономика сельского хозяйства России
Published
2025-04-01
DOI
https://doi.org/10.32651/254-130
Primary Topic
Economic and Business Development Strategies
Type
article
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article

SIMULATION MODEL OF DEVELOPMENT OF INVESTMENT AND INNOVATION ACTIVITY OF ORGANIZATIONS IN CROP AND LIVESTOCK FARMING

Nataliia Dmitrievna Talakh
Экономика сельского хозяйства России
Economic and Business Development Strategies
article

SIMULATION MODEL OF DEVELOPMENT OF INVESTMENT AND INNOVATION ACTIVITY OF ORGANIZATIONS IN CROP AND LIVESTOCK FARMING

Nataliia Dmitrievna Talakh
article en

Abstract

Agriculture is one of the key sectors of the economy, ensuring food security, job creation, and sustainable regional development. In the face of globalization, climate change and growing demand for food, organizations in crop and livestock production are faced with the need to adopt innovative technologies and increase investment attractiveness. The design of simulation models facilitates accelerated adaptation to the constantly changing conditions of the country's economic system. This study highlights the significance and advantages of simulation modeling as a tool for agriculture. An adapted system of simultaneous equations is presented, based on which a production function for the simulation model was developed. The production function was adjusted based on a correlation matrix and verification econometric tests conducted using the Gretl software package. Resulting variables and data determinants for the designed model were identified. The simulation model was developed in the AnyLogic environment, where it underwent five development scenarios with a forecast period of 15 years. Following the scenario analysis, final values for the 5th, 10th, and 15th years of the forecast are presented.

Экономика сельского хозяйства России(4)
Openalex Percentile: Top 85%
Economic and Business Development Strategies
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