WFM guidePeople

Contact centre incentive schemes

Q: What metrics should contact centre incentive schemes be based on?

Contact centre incentive schemes should be based on metrics that are: (1) genuinely within the agent's control — schedule adherence, quality scores, and customer satisfaction scores are within agent control; call volume handled is partly a function of queue management outside the agent's control; (2) verifiable without reliance on self-reporting — QA scores are verified by a third-party reviewer; FCR as reported by the agent in wrap codes is easily gamed; (3) resistant to gaming — CSAT scores can be gamed by agents asking for top ratings; contacts handled can be gamed by artificially short calls; AHT cannot easily be improved without genuine process improvement. The most reliable incentive metric in a well-calibrated QA programme is QA score — it is verifiable, within agent control, and gaming it (performing better only when being monitored) is detectable through random vs. announced QA differential analysis.

Q: Are financial incentives effective in contact centres?

The evidence on financial incentives in contact centres is mixed. For straightforward transactional tasks (contacts handled per hour in a simple query queue), financial incentives attached to volume metrics typically produce a 5–15% productivity increase. However, this comes with quality degradation: short-call gaming, courtesy cutting, and faster wrap at the expense of accuracy. For complex service contacts (complaints, regulated sales, advisory contacts), financial incentives consistently produce more harm than benefit: gaming distorts the metric being rewarded, and the quality degradation is often invisible until QA data or NPS data reveals it months later. The academic evidence (Lazear 2000; Gneezy & Rustichini 2000; Deci et al. 1999) consistently shows that extrinsic financial incentives reduce intrinsic motivation for complex tasks. The contact centre management evidence points the same way: recognition programmes, career development pathways, and schedule flexibility consistently outperform financial bonuses for sustained quality improvement in service environments.

Every incentive scheme in a contact centre has an unintended consequence. Reward calls handled and agents cut calls short. Reward AHT and agents rush at the expense of resolution. Reward CSAT and agents game the survey. Good incentive design anticipates these responses before they happen.

Note on regulatory requirements

This guide describes FCA and related regulatory requirements as they apply to regulated contact centres in Great Britain. Regulatory obligations vary by authorisation type, business model, and sector. Always verify the requirements applicable to your firm with your compliance team or legal counsel before changing regulated processes. This guide is for operational context, not legal advice.

Five incentive scheme structures

Threshold bonus

How it works: Agent receives a fixed bonus payment if they achieve a defined performance threshold (e.g. QA score ≥85% in the quarter, CSAT ≥4.0, adherence ≥95%).

Gaming risk: Agents who reach the threshold stop improving. Agents just below the threshold may game metrics to cross it. Binary structure removes incentive for continuous improvement.

Best for: Compliance-linked objectives where the threshold represents a minimum standard (e.g. mandatory training completion, regulatory certifications).

Tiered bonus (stepped)

How it works: Bonus amount increases at defined performance tiers (e.g. Bronze/Silver/Gold or 80-85%/86-90%/91%+ QA score bands). Each tier has a corresponding bonus level.

Gaming risk: Incentivises clustering just above each tier boundary — agents manage performance to reach the next step, not to improve continuously.

Best for: Quality-linked bonuses where you want sustained performance, not just threshold compliance. Tiered structure preserves incentive above the minimum threshold.

Percentage-of-pay variable component

How it works: A portion of total pay is variable (typically 5–20% of base in contact centres), with the variable element calculated from a weighted scorecard (QA + CSAT + adherence).

Gaming risk: If any one metric in the scorecard is gameable, the entire variable pay system is compromised. Requires robust QA and CSAT verification processes to prevent gaming.

Best for: Operations with mature, well-calibrated QA programmes and verified CSAT data. Produces sustained engagement but requires significant governance overhead.

Sales commission

How it works: Agents receive a per-sale commission for products or services sold during service calls. Typically used in blended service/sales operations in telecoms, insurance, financial services.

Gaming risk: FCA mis-selling risk if commission creates incentive to recommend products that are not in the customer's interest. FCA PROD and COBS rules heavily constrain sales commission in regulated contexts. IDD (Insurance Distribution Directive) adds further restriction. Gaming risk: churning customers to re-sell.

Best for: Non-regulated products in service environments. Regulated contexts require significant compliance design — commission structures must not conflict with Consumer Duty.

Team-based / shared pool incentive

How it works: A bonus pool is allocated at team level based on team performance metrics. The pool is split equally (or weighted by hours) among team members who met minimum individual eligibility criteria.

Gaming risk: Free-rider problem — high performers carry lower performers and resent the dilution. May create peer pressure that damages team cohesion if individuals are visibly below par.

Best for: Operations where individual metric attribution is difficult (blended multi-skill queues, back-office processing, email handling). Encourages collaborative behaviour rather than individual optimisation.

Metric gaming risk table

Metric	Gaming risk	How it is gamed	Appropriate for incentive?
QA score (externally verified)	Low	Gaming requires performing better only when monitored — detectable via random vs. announced QA differential	Yes — most reliable incentive metric. Requires mature QA programme and calibration.
Schedule adherence	Low	Hard to game genuinely — the system records it. Agents can negotiate arrival flexibility, but this is visible.	Yes — objective, verifiable, directly within agent control.
CSAT score	Medium-high	Agents ask for top ratings ('if you're happy please give us 10/10'). Disconnect customers who seem dissatisfied. Cherry-pick easy contacts.	With caution — requires prohibiting score-solicitation and monitoring for contact avoidance patterns.
First Contact Resolution (as reported)	High	Agents mark contacts as resolved in wrap codes even when they are not. No independent verification without repeat-contact matching.	Only if FCR is system-verified (repeat-contact matching), not agent-reported.
AHT	High	Agents cut calls short, rush explanations, avoid complex contacts, use hold to appear faster, skip post-call admin.	No — rewarding low AHT consistently degrades quality. Can be in the scheme only as a hygiene floor, not a reward target.
Contacts handled (volume)	Very high	Short calls, rushed resolutions, avoidance of difficult contacts, artificial abandonment of queues to reset to new contacts.	No — rewards throughput, not quality. Consistently produces quality degradation in service environments.
Sales conversion rate	High (regulated)	Pushing unsuitable products. Mis-characterising product features. Creating urgency that is not genuine. FCA COBS risk.	Only in non-regulated products, with robust mis-selling monitoring and FCA Consumer Duty compliance design.

Non-financial recognition: what the evidence supports

Recognition programme elements with evidence of sustained engagement impact

Manager-delivered specific recognition

Specific praise ('the way you handled the complaint in the call I reviewed was genuinely impressive') is more impactful than generic awards. Studies show same-day specific recognition from a direct manager is the single highest-impact recognition event.

Cost: Zero cost, high time cost — requires trained managers and regular call reviews

Peer recognition platforms

Public peer recognition (Kudos, Bonusly, internal Slack/Teams channels) is valued by agents independent of financial reward. Particularly effective for team cohesion in remote/hybrid operations.

Cost: Low cost platform + management time to encourage active use

Career pathway progression recognition

Promotion to senior agent, coach, or team leader is consistently ranked as a higher motivator than a bonus of equivalent financial value. Career progression signals long-term investment in the agent.

Cost: Requires genuine career structures — promotion without genuine role change is transparent and counterproductive

Wall of fame / real-time performance display

Real-time performance dashboards showing top performers (by name, with consent) produce consistent short-term engagement. Gamification elements (badges, leaderboards) have strong initial effect that decays unless refreshed.

Cost: Low-medium — technology cost + ongoing management of the display

Incentive scheme questions

What metrics should contact centre incentive schemes be based on?

Metrics that are: (1) within agent control — adherence, QA score, CSAT; not contacts-per-hour which reflects queue management; (2) verifiable without agent self-reporting — QA score verified by a reviewer; FCR from wrap codes is easily gamed; (3) resistant to gaming — QA score gaming is detectable via random vs. announced differential. The most reliable incentive metric in a well-calibrated QA programme is QA score. AHT and contacts handled should never anchor an incentive scheme — both consistently produce gaming and quality degradation.

Are financial incentives effective in contact centres?

Mixed evidence. For simple transactional tasks, volume incentives produce 5–15% productivity gain but with quality degradation. For complex service contacts, financial incentives consistently produce more harm than benefit — gaming distorts the rewarded metric and quality damage is invisible until QA or NPS data reveals it months later. Academic evidence (Deci, Gneezy & Rustichini, Lazear) consistently shows extrinsic incentives reduce intrinsic motivation for complex tasks. Recognition programmes, career pathways, and schedule flexibility consistently outperform financial bonuses for sustained quality improvement in service environments.