Evaluating the Impact of Strategic Alignment on Performance Components of Iranian Pharmaceutical Companies Using Machine Learning Techniques
Machine-learning evidence suggests that coordinated alignment across HR, marketing, and IT is strongly associated with key performance components. The validated instrument, explicit splits, cross-validation, and bootstrap CIs enhance robustness and provide a practical, data-driven framework for managerial action in Iran's pharmaceutical industry.
Authors
- Simin Sadeghi
- Mahdi Mohammadzadeh
Institutions
- Shahid Beheshti University of Medical Sciences (IR)
Publication Details
- Journal
- Iranian journal of pharmaceutical research
- Published
- 2025-12-23
- DOI
- https://doi.org/10.5812/ijpr-165722
- Primary Topic
- Big Data and Business Intelligence
- Type
- article
- Field-Weighted Citation Impact
- 0.00