Introduction
The 20% decline in new business loan applications for DBS Bank's SME banking division is a significant issue that requires thorough analysis. I'll approach this problem systematically, examining both internal and external factors to identify the root cause and develop actionable solutions.
This analysis will cover issue identification, hypothesis generation, validation, and solution development, focusing on both immediate fixes and long-term strategies.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal patterns could indicate external economic factors rather than internal issues. Expected answer: The decline is consistent across months. Impact on approach: If consistent, we'll focus more on internal factors and market changes.
Why it matters: Competitor actions could be drawing potential customers away. Expected answer: No major competitor changes noted. Impact on approach: If no significant competitor changes, we'll focus more on internal processes and product offerings.
Why it matters: Internal changes could be creating friction in the application process. Expected answer: Minor updates to the online application form were made. Impact on approach: If changes were made, we'll investigate their impact on user experience and conversion rates.
Why it matters: A market-wide decline would suggest external economic factors are at play. Expected answer: Overall market demand has remained stable. Impact on approach: If market demand is stable, we'll focus more on DBS-specific factors and competitive positioning.
Why it matters: Ensures we're comparing like-for-like data and not facing a measurement issue. Expected answer: No changes in measurement methods. Impact on approach: If confirmed, we can rule out data discrepancies and focus on actual performance issues.
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