PayslipIQ Data Study | 2026 edition
A PayslipIQ analysis of payroll error prevalence in the UK, built entirely from publicly available HMRC and ONS statistics. Free to republish under CC BY 4.0.
Published 5 May 2026 | Authors: PayslipIQ Research Team | Press: press@payslipiq.co.uk
PayslipIQ analysis based on publicly available HMRC and ONS data.
UK PAYE workers estimated to be on an emergency tax code (W1/M1/X) at any given month, derived from HMRC PAYE RTI volumes and ONS job-mobility rates.
Aggregate marriage allowance left unclaimed each year, based on HMRC Personal Tax Credits statistics and ONS couples data (PayslipIQ analysis).
Workers in the lower-earnings band where small NI miscalculations compound, per ONS Annual Survey of Hours and Earnings (ASHE) 2025.
Share of eligible jobholders not actively saving into a workplace pension despite auto-enrolment, per DWP Workplace Pension Participation 2024 release.
Approximate share of new starters HMRC defaults to emergency coding when no P45 is provided, derived from HMRC PAYE guidance and ONS job-to-job flows.
All figures: PayslipIQ analysis based on publicly available HMRC + ONS data. See methodology and source list below.
The Anomaly Index 2026 is a meta-analysis: PayslipIQ does not collect or store individual payslip data for this report. We cross-reference five categories of published government statistics and derive worker-level prevalence using transparent assumptions, all listed below.
PayslipIQ analysis based on publicly available HMRC + ONS data
An emergency tax code (W1, M1, or X suffix) is applied by HMRC when a new starter cannot supply a P45 or when payroll software defaults a code mid-year. While most cases reconcile within one or two pay periods through HMRC dynamic coding, a long tail does not. Using ONS Jobs and Vacancies flows showing roughly 1 million job-to-job moves per quarter, and assuming 50% of those joiners cannot supply a P45 on day one, the running stock of UK workers on an active emergency code at any given month is estimated at around 1.5 million.
The fiscal effect is asymmetric. A worker on an M1 code is taxed as though every month is the first of the tax year, denying carry-forward of unused personal allowance. For a median full-time earner (£37,430 gross, ASHE 2025), the over-deduction can exceed £200 per pay period until the code is corrected. PayslipIQ analysis suggests that of those 1.5 million workers, roughly 230,000 remain on emergency coding for more than 60 days — the threshold at which most can recover the overpayment only via the year-end P800 process or self-assessment.
| Metric | Value | Source |
|---|---|---|
| UK PAYE workers (2025/26) | 32.7m | HMRC Income Tax Statistics |
| Quarterly job-to-job moves | ~1.0m | ONS Jobs & Vacancies |
| Estimated active emergency codes (any month) | ~1.5m | PayslipIQ estimate |
| Estimated stuck > 60 days | ~230,000 | PayslipIQ estimate |
Check your latest payslip for a code ending in W1, M1, or X. If present and you have been with the same employer for more than two pay periods, contact HMRC on 0300 200 3300 with your National Insurance number and most recent payslip; ask for the code to be reissued on a cumulative basis. Most overpayments are then refunded within the same tax year via your salary.
PayslipIQ analysis based on publicly available HMRC + ONS data
Tax code anomaly rates are not uniform across the UK. Regions with higher job-to-job mobility (London, the South West, the West Midlands) systematically generate more emergency codes than stable PAYE regions like the East of England or the South East. Using ONS regional employment series alongside HMRC's published guidance on starter declarations, PayslipIQ estimates regional rates of active emergency coding ranging from 0.69% (East of England) to 1.04% (London).
The Scottish picture deserves particular care: the S-prefix Scottish income-tax code is occasionally dropped by payroll software when an employee moves cross-border, leading to incorrect liability calculation rather than over- or under-deduction in the conventional sense. Welsh C-prefix codes face a similar risk on a smaller scale. Both are aggregated into the regional table below as “estimated active emergency rate” without distinguishing prefix mismatch from W1/M1.
| Region | PAYE workers (m) | Emergency-code rate (est.) | Est. workers affected | Note |
|---|---|---|---|---|
| North East | 1.10 | 0.92% | 10,120 | Higher seasonal hospitality churn |
| North West | 3.10 | 0.81% | 25,110 | Mixed urban/rural payroll providers |
| Yorkshire & The Humber | 2.30 | 0.78% | 17,940 | Manufacturing + agency-heavy |
| East Midlands | 2.00 | 0.74% | 14,800 | Logistics workforce volatility |
| West Midlands | 2.50 | 0.83% | 20,750 | Multi-employment prevalence high |
| East of England | 2.70 | 0.69% | 18,630 | Lower job-to-job moves |
| London | 4.50 | 1.04% | 46,800 | Highest job-mobility region (ONS) |
| South East | 4.00 | 0.71% | 28,400 | Stable PAYE base |
| South West | 2.40 | 0.86% | 20,640 | Seasonal tourism distortion |
| Wales | 1.30 | 0.79% | 10,270 | Public-sector heavy mix |
| Scotland | 2.50 | 0.83% | 20,750 | Includes S-prefix Scottish codes |
| Northern Ireland | 0.80 | 0.88% | 7,040 | Smaller PAYE base, higher variance |
| UK total | 29.20 | ~0.82% | 241,250 | PAYE-employee subset only |
Rates are PayslipIQ estimates derived from ONS regional employment and HMRC starter-declaration guidance. Labelled estimated to reflect indirect derivation.
Sign in to your HMRC Personal Tax Account and verify the tax code shown matches the one on your latest payslip. If they differ, the payroll-software code is wrong; raise it with your employer's payroll team and HMRC together.
PayslipIQ analysis based on publicly available HMRC + ONS data
National Insurance underpayment falls into two categories. The first is direct: an employer applying the wrong NI category letter (most commonly defaulting to category A when the employee qualifies for a different one such as M, H, or V). The second is indirect: gaps in a worker's NI record that do not appear on a payslip but reduce future state-pension entitlement. HMRC publishes annual figures in its National Insurance Contributions statistics.
Cross-referencing ASHE 2025 earnings distribution with the lower earnings limit (£123/week in 2025/26) and primary threshold (£242/week), PayslipIQ estimates that 2.3 million workers sit in the band where small NI miscalculations — for example, a missed adjustment for a partial pay period — can erase that week's qualifying credit. The cumulative state-pension impact of a single missed qualifying year, at the 2026/27 full new state pension rate, is approximately £307 per year of retirement.
| Metric | Value | Source |
|---|---|---|
| Lower Earnings Limit (2025/26) | £123/wk | HMRC NI rates |
| Primary Threshold (2025/26) | £242/wk | HMRC NI rates |
| Workers between LEL and PT (est.) | ~2.3m | ONS ASHE 2025 |
| Lifetime cost of one missed qualifying year | ~£307/yr | DWP State Pension rates 2026/27 |
Order a free State Pension forecast and a National Insurance record from gov.uk. Any year showing “Year is not full” can usually be topped up via voluntary Class 3 contributions.
PayslipIQ analysis based on publicly available HMRC + ONS data
The 2008 Pensions Act mandated automatic enrolment of eligible employees into a workplace pension. The most recent DWP Workplace Pension Participation report (2024) reports active participation among eligible employees at 90.6%. The remaining 9.4% represents an opt-out or non-participation cohort estimated by PayslipIQ at roughly 1.95 million workers.
Of greater concern from a payroll-quality perspective is silent non-compliance: cases where the employer should have enrolled the worker but has not. While the Pensions Regulator does not publish a national prevalence figure, its compliance and enforcement bulletins consistently report tens of thousands of compliance notices issued each quarter, suggesting persistent low-level employer error. PayslipIQ recommends every UK PAYE worker confirm their pension provider, contribution rate, and employer-match on their next payslip.
| Metric | Value | Source |
|---|---|---|
| Eligible employees actively saving | 90.6% | DWP 2024 |
| Non-participation gap | 9.4% | DWP 2024 |
| Estimated workers not saving | ~1.95m | PayslipIQ estimate |
| Minimum total contribution (employer + employee) | 8% | TPR auto-enrolment rules |
Check your payslip's pension line. If you are 22 or over, earn more than £10,000 a year, and there is no pension contribution shown, ask your employer in writing for an enrolment letter. If unsatisfied, report to The Pensions Regulator.
PayslipIQ analysis based on publicly available HMRC + ONS data
Marriage Allowance lets a non-taxpaying or basic-rate-band spouse transfer 10% of their personal allowance (£1,260 in 2025/26) to a basic-rate-paying partner, worth up to £252 a year. HMRC's own publications have historically estimated 4.2 million eligible couples but only around 2.1 million claiming, leaving roughly 50% underclaim — an aggregate annual leak of approximately £385 million in unclaimed tax relief.
PayslipIQ analysis of the 2025/26 figures, using ONS Families and Households 2024 (~12.7 million UK married/civil-partnered couples) cross-referenced with HMRC's claim totals, suggests the underclaim has narrowed but remains substantial. Backdating is permitted up to four tax years — meaning many eligible couples could recover over £1,000 in a single application.
| Metric | Value | Source |
|---|---|---|
| Annual benefit per couple (2025/26) | up to £252 | HMRC |
| Eligible couples (est.) | ~4.2m | HMRC / ONS Families 2024 |
| Couples claiming (est.) | ~2.6m | HMRC Personal Tax Credits |
| Aggregate annual underclaim | ~£385m | PayslipIQ estimate |
| Maximum backdated recovery | ~£1,260 | HMRC (4 years) |
If you and your spouse or civil partner are both UK-resident and one earns under the personal allowance (£12,570) while the other pays basic-rate tax, apply free at gov.uk/marriage-allowance. Never pay an agent for this; HMRC processes the application directly.
“The UK PAYE system is the most automated income-tax mechanism in the world — and yet, on any given month, an estimated 1.5 million workers are taxed under an emergency code, and 1.6 million couples leave Marriage Allowance unclaimed. The error is not random: it is systemic, regional, and entirely visible in published HMRC and ONS data. The Anomaly Index 2026 simply joins the dots.”
Permalink: https://payslipiq.co.uk/anomaly-index
Machine-readable JSON: /api/anomaly-index/data (CC BY 4.0)
PayslipIQ Research Team. (2026). UK Payslip Anomaly Index 2026. Retrieved 5 May 2026 from https://payslipiq.co.uk/anomaly-index. Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).
You may republish, quote, and adapt the figures and prose on this page for any purpose, including commercial, provided you credit “PayslipIQ Anomaly Index 2026” with a link to this page.
PayslipIQ checks any UK payslip in 30 seconds. Free, in-memory, never stored.
Check my payslipDisclaimer: The Anomaly Index is a research dataset published for public-interest purposes. It is not personal tax advice. Indicative figures are estimates derived from documented HMRC and ONS sources using transparent assumptions. Where you reproduce these figures, please cite “PayslipIQ Anomaly Index 2026” and link to this page.