BIG DATA ANALYTICS: OPPORTUNITIES AND CHALLENGES FOR DECISION-MAKING PROCESSES
DOI:
https://doi.org/10.5281/zenodo.20796659Abstract
The rapid growth of digital technologies and the increasing volume of data generated by
organizations have led to the emergence of Big Data Analytics as a critical tool for decision-making processes.
Big Data Analytics enables organizations to extract valuable insights from structured and unstructured data,
improve operational efficiency, enhance strategic planning, and gain competitive advantages. This study aims to
examine the opportunities and challenges associated with Big Data Analytics in organizational decision-making.
The research methodology is based on a systematic review of scientific literature, comparative analysis of
analytical frameworks, and evaluation of empirical studies related to data-driven decision-making. The findings
indicate that Big Data Analytics significantly improves decision quality, forecasting accuracy, and organizational
performance. However, challenges such as data quality issues, privacy concerns, infrastructure costs, and
skill shortages continue to hinder effective implementation. The study concludes that successful utilization of
Big Data Analytics requires robust data governance, advanced analytical tools, and the development of data
literacy within organizations.
Keywords
Big Data Analytics, Decision-Making, Data Science, Business Intelligence, Predictive Analytics, Data Mining, Data-Driven Decisions, Information Systems, Machine Learning, Digital TransformationReferences
1. Rizayeva B., Daminova B. STATISTIK TAHLILDA DASTURIY VOSITALARDAN FOYDALANISH //
MUHANDISLIK VA IQTISODIYOT. – 2026. – Т. 4.
2. Daminova B. Organizational and economic mechanisms and conceptual directions of tourism development
in the region //Green Economy and Development. – 2024. – Т. 3. – №. 7. – С. 666343.
3. Jabborovich J. K., Keldiyorovna O. M. Systactical methods of the Uzbek and English language terminology
//International Journal of Psychosocial Rehabilitation. – 2020. – Т. 24. – №. 6. – С. 3117-3122.
4. Omonova M. NOMINATIVE-DEFINITIVE FUNCTIONS OF COMPONENTS OF AMELIORATIVE TERMS
IN ENGLISH AND UZBEK LANGUAGES //Theoretical & Applied Science. – 2021. – №. 4. – С. 84-86.
5. Omonova M. K. Comparative analysis of semantical features of meliorative terms in English and Uzbek //
Experientia est optima magistra. – 2021. – С. 269-272.
6. Omonova M. Innovative ways of teaching vocabulary in ESL and EFL classrooms //Science and Education.
– 2020. – Т. 1. – №. 7. – С. 229-233.
7. Журакулова Н. Х., Ихтиярова Г. А. СОВЕРШЕНСТВОВАНИЕ МЕТОДИКИ ПРЕПОДАВАНИЯ ПО
ТЕМЕ «НУКЛЕИНОВЫЕ КИСЛОТЫ» ИНТЕРАКТИВНЫМИ СРЕДСТВАМИ //SCIENCE AND WORLD.
– 2013. – С. 30.
8. Jurakulova N. K. Opportunities of e-learning environment to improve the quality of education //European
Journal of Research and Reflection in Educational Sciences Vol. – 2019. – Т. 7. – №. 12.
9. Esanovna D. B. ORGANIZATIONAL AND ECONOMIC MECHANISMS AND CONCEPTUAL DIRECTIONS
OF TOURISM DEVELOPMENT IN THE REGION //INTERNATIONAL JOURNAL OF SOCIAL SCIENCE &
INTERDISCIPLINARY RESEARCH ISSN: 2277-3630 Impact factor: 8.036. – 2025. – Т. 14. – №. 11. – С.
91-94.
10. Daminova B. E. et al. SUN’IY INTELLEKT VA KIBERXAVFSIZLIK //Экономика и социум. – 2025. – №.
5-1 (132). – С. 212-215.
11. Daminova B. E. et al. SUN’IY NEYRON TARMOQLARINING NAZARIY ASOSLARI VA AMALIY
ILOVALARIDA ISHLASH USULLARI //Экономика и социум. – 2025. – №. 5-1 (132). – С. 226-230.
12. Daminova B. E. et al. ROBOTOTEXNIKA VA AVTOMATLASHTIRISHNING AHAMIYATI //Экономика и
социум. – 2025. – №. 5-1 (132). – С. 208-211.
13. Daminova B. E., Omonov J. M., Norqo’Chqorov Y. Y. NUTQNI TANISH TIZIMINI CHUQUR NEYRON
TARMOQLARI YORDAMIDA YARATISH BOSQICHLARI //Экономика и социум. – 2025. – №. 4-2 (131).
– С. 221-227.
14. Daminova B. E. et al. ELEKTRON HUKUMAT VA ELEKTRON RAQAMLI IMZONING QO’LLANILISHI //
Экономика и социум. – 2025. – №. 4-2 (131). – С. 216-220.
15. Daminova B. E. et al. SUN’IY INTELLEKT SOHASIDA QO ‘LLANADIGAN ZAMONAVIY PYTHON
KUTUBXONALARI //Экономика и социум. – 2025. – №. 4-2 (131). – С. 205-209.
16. Daminova B. E. et al. ARDUINO PLATFORMASIDAN FOYDALANIB SUV SARFINI HISOBLOVCHI
DASTURIY VA TEXNIK TA’MINOT ISHLAB CHIQISH //Экономика и социум. – 2025. – №. 4-2 (131). – С.
210-215.
17. Alimovna E. Y., Alimovna E. G., Burievna M. S. Historical Stages Of Innovative processes In Higher
Education Of Uzbekistan //Solid State Technology. – 2020. – Т. 63. – №. 6. – С. 9824-9834.
18. Alimovna E. G. THE ROLE OF CONTEXT IN THE INTERPRETATION OF PREPOSITIONAL PHRASES
IN PREDICATIVE CONSTRUCTIONS //Central Asian Journal of Academic Research. – 2025. – Т. 3. – №.
9. – С. 103-106.
19. Alimovna E. Y., Alimovna E. G. Policy of” Cultural Revolution” in Uzbekistan and Methods of Its
Implementation //International Journal on Economics, Finance and Sustainable Development. – 2020. – Т.
2. – №. 11. – С. 4-6.
20. Alimovna E. G. Study of the semantic and syntactical analyses of prepositional constructions //PARTICULAR
PAGE NO. – 2022.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 GREEN ECONOMY AND DEVELOPMENT

This work is licensed under a Creative Commons Attribution 4.0 International License.


