Илғор иқтисодиёт ва педагогик технологиялар Volume 3 Issue 4 (2026) · pp. 108-117

IMPROVING THE EARLY WARNING SYSTEM FOR CREDIT AND MARKET RISKS BASED ON DIGITAL INDICATORS

Kadirova, Barno, Кадирова, Барно, Kadirova, Barno

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Abstract

The article examines approaches to improving the early warning system for credit and market risks based on digital indicators. Transactional, payment, financial, behavioural, and market indicators capable of identifying adverse changes before risk materialisation are analysed. A multi-level mechanism for classifying warning signals and linking them to bank management decisions is proposed. The study substantiates the use of dynamic thresholds and individual digital risk profiles.

credit riskmarket riskearly warning systemdigital indicatorscommercial banksrisk monitoringrisk managementdigital profileкредитный рискрыночный риск

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Cite

APA 7 
Kadirova, Barno, Кадирова, Барно & Kadirova, Barno (2026). IMPROVING THE EARLY WARNING SYSTEM FOR CREDIT AND MARKET RISKS BASED ON DIGITAL INDICATORS. Илғор иқтисодиёт ва педагогик технологиялар, 3(4), 108-117.
GOST R 7.0.5 
Kadirova, Barno, Кадирова, Барно, Kadirova, Barno IMPROVING THE EARLY WARNING SYSTEM FOR CREDIT AND MARKET RISKS BASED ON DIGITAL INDICATORS // Илғор иқтисодиёт ва педагогик технологиялар. 2026. Т. 3. № 4. С. 108-117.
BibTeX 
@article{barno2026,
  author  = {Kadirova, Barno and Кадирова, Барно and Kadirova, Barno},
  title   = {IMPROVING THE EARLY WARNING SYSTEM FOR CREDIT AND MARKET RISKS BASED ON DIGITAL INDICATORS},
  journal = {Илғор иқтисодиёт ва педагогик технологиялар},
  year    = {2026},
  volume  = {3},
  number  = {4},
  pages   = {108-117}
}
RIS 
TY  - JOUR
AU  - Kadirova, Barno
AU  - Кадирова, Барно
AU  - Kadirova, Barno
TI  - IMPROVING THE EARLY WARNING SYSTEM FOR CREDIT AND MARKET RISKS BASED ON DIGITAL INDICATORS
JO  - Илғор иқтисодиёт ва педагогик технологиялар
PY  - 2026
VL  - 3
IS  - 4
SP  - 108
EP  - 117
ER  -