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Performance Management & Talent Acquisition

Module: Module 2 — Functional MasteryCode: PMTA (ADK)Faculty: Prof. Amitabh KodwaniSessions: 3Status: ✅ Drafted

Big idea​

Talent acquisition and performance management are the two ends of the same HR system: get the right people in the door, then build a fair, evidence-based loop that tells them what is expected, measures it, develops them, and rewards them accordingly. Prof. Amitabh Kodwani frames talent acquisition around the high cost of a bad hire (the McKinsey/SHRM range is 30–50% of first-year salary plus opportunity cost) — which is why fit-on-skill, fit-on-attitude and fit-on-culture must all be evaluated, not just resumé keywords. Performance management is the parallel discipline: SMART goals → continuous feedback → multi-source review (manager, peers, subordinates, self — the classic 360°) → calibration → differentiated rewards → development plans. The system fails when any one link is missing.

Key concepts​

  • The cost of a bad hire. 30–50% of first-year salary in direct cost, plus team-morale drag, customer impact and the opportunity cost of the right hire you missed. The case is for quality of hire, not speed of hire.
  • Talent acquisition challenges in 2025. Demand-supply mismatch (only 15–20% of Indian engineering/MBA grads are immediately employable), offer drop-offs and notice-period buy-outs, weak employer brand, hiring biases (affinity, halo, recency), online proxy and fake-credential scams.
  • The performance management cycle. SMART goal-setting cascaded from strategy → continuous coaching and feedback → formal review → calibration → differentiated rewards → development plan. The cycle is annual; the feedback must be continuous.
  • 360° feedback. Manager + peers + direct reports + customers + self. Strengths: rich, multi-perspective view. Risks: anonymity gaming, popularity bias, feedback overload. Use for development; be cautious using it for pay decisions.
  • Balanced Scorecard. Kaplan & Norton's four perspectives — Financial, Customer, Internal Process, Learning & Growth — translate strategy into measurable KPIs and prevent over-indexing on short-term financial metrics.
  • Common appraisal pitfalls. Central tendency, leniency/severity, halo/horns, recency, similar-to-me. Mitigated by calibration committees, behaviourally anchored rating scales (BARS) and (cautious) forced distribution.

Self-check​

A manager rates an employee as 'meets expectations' across all eight competencies on the annual review, despite the employee having materially exceeded the sales target by 40% and led a successful cross-functional product launch. Which appraisal bias is most likely at work?

  • A. Halo effect
  • B. Central tendency — the manager defaults to the middle of the scale across categories rather than differentiating performance
  • C. Recency bias
  • D. Affinity bias
The cost of a bad hire (rule of thumb)
Direct cost is 30–50% of first-year salary (recruiting + training + severance + replacement). Indirect costs (team morale, customer impact, opportunity cost of the right hire missed) often exceed the direct cost. Hire slow, fire fast.

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Continue learning​

📄HBR · ReadThe Balanced Scorecard — Measures That Drive PerformanceKaplan & Norton's 1992 article that launched the four-perspective framework — still the cleanest one-read primer.📄HBR · ReadThe Performance Management RevolutionCappelli & Tavis on why GE, Adobe, Microsoft scrapped annual ratings — the modern continuous-feedback playbook.📊SHRM · ReferenceSHRM Talent AcquisitionCurrent benchmarks on cost-per-hire, time-to-fill, quality-of-hire — the practitioner data set for sizing your funnel.📊McKinsey · ReadMcKinsey People & Organizational PerformanceWorking research on talent, performance and org effectiveness — the modern reframing your CHRO already reads.
🪞 Apply it — reflection prompts
  1. Pick one recent hire who didn't work out. Walk through the funnel — where did fit-on-skill, attitude or culture get under-evaluated? What would you screen for differently next time?
  2. Audit your last appraisal cycle: which of the six bias patterns (central tendency, halo, recency, etc.) shows up most in your ratings distribution?
  3. Translate one strategic priority into a balanced scorecard view — one KPI per perspective. Are any perspectives empty (the warning sign of strategic blind spots)?

📝 Going deeper. Kaplan & Norton, The Balanced Scorecard (HBR 1992 / book 1996) is the foundational read for the measurement side. On hiring quality, Schmidt & Hunter's meta-analysis "The Validity and Utility of Selection Methods" (1998) remains the empirical bedrock — structured interviews and work-sample tests dominate everything else.