Predicting the Profitability of Agricultural Enterprises Using Area-related Ratios

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12510%2F25%3A43911291" target="_blank" >RIV/60076658:12510/25:43911291 - isvavai.cz</a>
Result on the web
<a href="https://inproforum.ef.jcu.cz/artkey/inf-990000-0900_Proceedings.php" target="_blank" >https://inproforum.ef.jcu.cz/artkey/inf-990000-0900_Proceedings.php</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.32725/978-80-7694-143-4.42" target="_blank" >10.32725/978-80-7694-143-4.42</a>

Result language
angličtina
Original language name
Predicting the Profitability of Agricultural Enterprises Using Area-related Ratios
Original language description
This study investigates the predictive ability of financial and area-related ratios in forecasting future asset profitability. The predictive modelling was conducted using the Random Forest algorithm. The analysis encompassed both conventional financial ratios andtheir modified counterparts. Specifically, the following indicators were examined: profit-toassets ratio, profit per hectare, sales-to-assets ratio, sales per hectare, debt-to-assets ratio, debt per hectare, fixed asset ratio, assets per hectare, and labour productivity. Empirical results indicate that profitability ratios, particularly the profit-to-assets ratio, exhibit strong predictive performance. Furthermore, area-related variants—such as profit per hectare and debt per hectare—demonstrated enhanced accuracy in certain scenarios. Nonetheless, thepractical applicability of these area-related indicators is constrained by challenges related to data availability and consistency.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
INPROFORUM 2025. Proceedings of the 19th International Scientific Conference INPROFORUM. Economy under Pressure.
ISBN
978-80-7694-143-4
ISSN
2336-6788
e-ISSN
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Number of pages
6
Pages from-to
344-349
Publisher name
Jihočeská univerzita v Českých Budějovicích, Ekonomická fakulta
Place of publication
České Budějovice
Event location
České Budějovice
Event date
Nov 6, 2025
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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