Integrating data science into innovative approaches to working capital management for enhancing financial stability in enterprises

Doniyor Khoshimov, Ilmurod Kungratov Kuzibay ugli

Innovation science and technologiy · 2025-yil

Annotatsiya

In this article, the integration of data science tools into innovative working capital management approachesis analyzed in the context of increasing financial stability in enterprises. The relevance of the topic is grounded in thegrowing complexity of business processes and the necessity to optimize liquidity, receivables, and inventory turnoverusing predictive analytics, machine learning, and real-time monitoring. The study emphasizes the role of data-drivendecision-making in enhancing operational efficiency and sustainability. Furthermore, the research evaluates theapplication of advanced statistical models in forecasting financial risks and improving resource allocation. Empiricalanalysis is conducted on selected enterprises in Uzbekistan, highlighting the positive correlation between data scienceimplementation and improved financial indicators such as DSCR, Z-Score, and liquidity ratios. The study concludes witha set of practical recommendations for enterprises seeking to modernize their capital management strategies throughdata science.

Maqola ma’lumotlari
MualliflarDoniyor Khoshimov, Ilmurod Kungratov Kuzibay ugli
JurnalInnovation science and technologiy
NashriyotТошкент давлат иқтисодиёт университети
Nashr sanasi2025-06-25
Jild1
Son6
Betlar68-75
TilIngliz
Ilmiy sohaIqtisodiyot
DOI10.5281/zenodo.17446566
Indeksga qo‘shilgan2026-08-26

DOI: 10.5281/zenodo.17446566 · Maqolaning asl sahifasi

Kalit so‘zlar

data science, working capital, financial stability, machine learning, predictive analytics, cash flow, liquidity, Z-score, DSCR, inventory, accounts receivable, decision-making, real-time data, regression analysis, optimization, risk forecasting, financial strategy, enterprise performance.

Ilmiy soha

Iqtisodiyot

Iqtibos keltirish

APADoniyor Khoshimov, & Ilmurod Kungratov Kuzibay ugli (2025). INTEGRATING DATA SCIENCE INTO INNOVATIVE APPROACHES TO WORKING CAPITAL MANAGEMENT FOR ENHANCING FINANCIAL STABILITY IN ENTERPRISES. Innovation science and technologiy, 1(6), 68-75. https://doi.org/10.5281/zenodo.17446566
GOST (OAK)Doniyor Khoshimov, Ilmurod Kungratov Kuzibay ugli INTEGRATING DATA SCIENCE INTO INNOVATIVE APPROACHES TO WORKING CAPITAL MANAGEMENT FOR ENHANCING FINANCIAL STABILITY IN ENTERPRISES // Innovation science and technologiy. – 2025. – T. 1, № 6. – P. 68-75. – DOI: 10.5281/zenodo.17446566.
MLADoniyor Khoshimov, and Ilmurod Kungratov Kuzibay ugli. “INTEGRATING DATA SCIENCE INTO INNOVATIVE APPROACHES TO WORKING CAPITAL MANAGEMENT FOR ENHANCING FINANCIAL STABILITY IN ENTERPRISES.” Innovation science and technologiy, 1(6), 68-75, 2025. https://doi.org/10.5281/zenodo.17446566
ChicagoDoniyor Khoshimov, and Ilmurod Kungratov Kuzibay ugli. “INTEGRATING DATA SCIENCE INTO INNOVATIVE APPROACHES TO WORKING CAPITAL MANAGEMENT FOR ENHANCING FINANCIAL STABILITY IN ENTERPRISES.” Innovation science and technologiy, 1(6), 68-75 (2025). https://doi.org/10.5281/zenodo.17446566
HarvardDoniyor Khoshimov, and Ilmurod Kungratov Kuzibay ugli (2025) ‘INTEGRATING DATA SCIENCE INTO INNOVATIVE APPROACHES TO WORKING CAPITAL MANAGEMENT FOR ENHANCING FINANCIAL STABILITY IN ENTERPRISES’, Innovation science and technologiy, 1(6), 68-75. https://doi.org/10.5281/zenodo.17446566
BibTeX
@article{doniyorkhoshimov2025,
  title = {INTEGRATING DATA SCIENCE INTO INNOVATIVE APPROACHES TO WORKING CAPITAL MANAGEMENT FOR ENHANCING FINANCIAL STABILITY IN ENTERPRISES},
  author = {Doniyor Khoshimov and Ilmurod Kungratov Kuzibay ugli},
  journal = {Innovation science and technologiy},
  year = {2025},
  volume = {1},
  number = {6},
  pages = {68-75},
  doi = {10.5281/zenodo.17446566},
  url = {https://doi.org/10.5281/zenodo.17446566}
}

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