A Data-Driven Proposal to Increase Program ROI by Shifting Recruitment Focus Between Regions
Presented By: Huzaifah Adam, Analyst
Date: August 2025
Please note: This presentation is a sanitized version of a business case, created for portfolio purposes. All company names, proprietary data, and specific financial figures have been anonymized or modified to protect confidentiality. The data used is illustrative and serves to demonstrate the analytical approach.
The program's ROI is weakened by a low success rate from graduates sourced from one key region ("Region B"), representing a substantial loss in training and recruitment investment.
Historical data shows graduates from another region ("Region A") are the most successful cohort, offering a more reliable and cost-effective talent pipeline.
We propose a pilot program to reallocate recruitment budget to expand hiring from Region A, with the goal of increasing the overall program success rate.
High attrition in one region significantly impacts the program's overall return on investment.
Key Insight:
This performance gap translates directly to wasted resources, project instability, and a higher-than-necessary cost to acquire successful, long-term talent.
Region A Has Emerged as Our Highest-Performing Talent Source
| Region | Total Hires | Successful Grads | Success Rate |
|---|---|---|---|
| Region A (e.g. Australia) | -- | -- | 83.3% |
| Region C (e.g. UK) | -- | -- | 78.6% |
| Region D (e.g. Malaysia) | -- | -- | 66.7% |
| Region B (e.g. USA) | -- | -- | 55.6% |
"The Effective Cost of a Successful Graduate is 50% Higher in Region B"
To account for program failures, we calculate the 'Effective Cost per Successful Graduate.' This reveals the true investment needed to get one successful employee from each region.
1.8x Investment
1.2x Investment
"Focusing on high-performing regions allows us to achieve our talent goals with greater financial efficiency."
Reallocate a portion of the recruitment budget to a Region A-focused pilot for the next intake cycle.
Identify and build relationships with top-tier universities in Region A aligned with our talent needs.
Implement clear KPIs to compare the pilot cohort's performance against the baseline.
Finalize budget reallocation and select partner universities in the target region.
Launch recruitment marketing campaign for the pilot program.
Complete hiring for both cohorts and begin onboarding.
Analyze results of the pilot and present final recommendations for future cycles.
| Potential Risk | Mitigation Strategy |
|---|---|
|
Limited Applicant Pool Initial candidate numbers from new universities may be low. |
Partner with university career centers and alumni groups; launch a targeted digital marketing campaign. |
|
Cultural Integration New cohort may face unique integration challenges. |
Enhance onboarding program with dedicated cross-cultural mentoring and support resources. |
Next Steps & Q&A
The key recommendation is to launch a pilot program to validate this data-driven strategy.