Personalization has become a critical strategy for businesses aiming to enhance customer experience and drivegrowth. This study examines the impact of personalization on key business indicators such as revenue growth, customerretention, and operational efficiency. Drawing on data from McKinsey & Company’s research, we analyze how effectivepersonalization strategies can multiply business value, while poor personalization can lead to significant losses. Thefindings highlight the importance of data-driven personalization and provide actionable insights for businesses seeking tooptimize their personalization efforts.
| Mualliflar | Umarkhodjayeva Zaynabkhon Nodirkhonovna |
|---|---|
| Jurnal | Innovation science and technologiy |
| Nashriyot | Тошкент давлат иқтисодиёт университети |
| Nashr sanasi | 2025-03-31 |
| Jild | 1 |
| Son | 3 |
| Betlar | 126-129 |
| Til | Ingliz |
| Ilmiy soha | Iqtisodiyot |
| DOI | 10.5281/zenodo.17427781 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.5281/zenodo.17427781 · Maqolaning asl sahifasi
personalization, business optimization, marketing, revenue growth, customer retention, operational efficiency.
| APA | Umarkhodjayeva Zaynabkhon Nodirkhonovna (2025). THE IMPACT OF PERSONALIZATION ON BUSINESS INDICATORS: A DATA-DRIVEN ANALYSIS. Innovation science and technologiy, 1(3), 126-129. https://doi.org/10.5281/zenodo.17427781 |
|---|---|
| GOST (OAK) | Umarkhodjayeva Zaynabkhon Nodirkhonovna THE IMPACT OF PERSONALIZATION ON BUSINESS INDICATORS: A DATA-DRIVEN ANALYSIS // Innovation science and technologiy. – 2025. – T. 1, № 3. – P. 126-129. – DOI: 10.5281/zenodo.17427781. |
| MLA | Umarkhodjayeva Zaynabkhon Nodirkhonovna. “THE IMPACT OF PERSONALIZATION ON BUSINESS INDICATORS: A DATA-DRIVEN ANALYSIS.” Innovation science and technologiy, 1(3), 126-129, 2025. https://doi.org/10.5281/zenodo.17427781 |
| Chicago | Umarkhodjayeva Zaynabkhon Nodirkhonovna. “THE IMPACT OF PERSONALIZATION ON BUSINESS INDICATORS: A DATA-DRIVEN ANALYSIS.” Innovation science and technologiy, 1(3), 126-129 (2025). https://doi.org/10.5281/zenodo.17427781 |
| Harvard | Umarkhodjayeva Zaynabkhon Nodirkhonovna (2025) ‘THE IMPACT OF PERSONALIZATION ON BUSINESS INDICATORS: A DATA-DRIVEN ANALYSIS’, Innovation science and technologiy, 1(3), 126-129. https://doi.org/10.5281/zenodo.17427781 |
| BibTeX | @article{umarkhodjayevazaynabkhonnodirkhonovna2025,
title = {THE IMPACT OF PERSONALIZATION ON BUSINESS INDICATORS: A DATA-DRIVEN ANALYSIS},
author = {Umarkhodjayeva Zaynabkhon Nodirkhonovna},
journal = {Innovation science and technologiy},
year = {2025},
volume = {1},
number = {3},
pages = {126-129},
doi = {10.5281/zenodo.17427781},
url = {https://doi.org/10.5281/zenodo.17427781}
} |
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