Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
September 5, 2025International Journal of Business and SocietyOpen Access

The Role of Digitalization and Digital Capabilities in Financial Performance: A Multilayer Perceptron-Based Hybrid SEM-ANNs Approach

View Full Paper
Ask AI
Bookmark
Share

Authors

MUMuhammad Rizwan UllahSTSafdar Husain TahirMAMuhammad Ahmed

Discussion

Loading...

Member takes

Overview

Observational analysis shows digital capabilities improve financial performance in SMEs, indicating the need for targeted support.

Key Points

  • Digital transformation significantly enhances financial performance by optimizing processes and reducing costs.
  • A skilled workforce and robust innovative capacity emerge as critical factors for SMEs' financial success.
  • The study utilizes a hybrid SEM-ANNs approach to analyze the relationship between digital capabilities and financial performance.
  • Targeted policies are recommended to foster digital growth, competitiveness, and sustainability in SMEs.

Cite This Study

Ullah et al. (2025) studied this question.

synapsesocial.com/papers/68bb46c36d6d5674bccfee5dhttps://doi.org/10.33736/ijbs.7878.2025
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Role of digitalisation and digital capabilities in the non-financial performance of SMEs: a multi-method SEM-fsQCA-ANNs approach2026
  2. 2Digital driven success: the digitalization effect on SME performance2025 · 17 citations
  3. 3Driving SME Performance through Digital and Network Capabilities: The Mediating Role of Innovation2025
  4. 4Digitalization of SMEs to Survive Amid The Pandemic2024 · 1 citations
  5. 5How digital transformation enhances sustainable performance through dynamic capabilities and open innovation practices in small and medium enterprises2026 · 1 citations