This episode contains discussion of sexual violence, domestic abuse, coercive control, and their economic consequences. Please listen when you have space. Come back when you're ready.

This episode is a companion to EP13: The 12% Survivor Tax. Start there if you haven't listened yet. Join the conversation on substack https://substack.com/@jkfrederick

In this episode

Why Finland has the data the UK doesn't

The IFS research draws on Finnish administrative data, police records linked directly to individual earnings. The UK can't do this yet. Which means for decades we've been estimating the cost of gender-based violence, not measuring it. The Home Office put it at £66bn in 2019. The NAO revised that to £84bn by 2025, with no effective whole-system response.

What actually triggers the 12%

The income drop isn't only caused by direct physical violence. Women who cohabit with a man previously abusive to other women suffer identical losses even without recorded abuse in their own relationship. Coercive control, financial sabotage, isolation, job interference. Your only crime, if you can call it that, is that you didn't know.

The workplace finding that says everything

When a woman is assaulted at work, she loses her job. When a man is assaulted the perpetrator loses theirs. Same act. Different outcome. In female-managed organisations, perpetrators are more likely to be dismissed. In male-managed ones, the female employee leaves. Which tells you everything about why keeping women out of power was never accidental.

The 17% — and what it means

Rape survivors suffer a 17% earnings drop five years after the assault. That is larger than the economic penalty of a year in prison in the United States. The victim is penalised more heavily, economically, than the convicted criminal.

Is the 12% really permanent?

Permanent is what happens when conditions stay the same. But when women have financial autonomy, abuse rates fall. When the gender pay gap narrows, domestic violence reduces. When police bring criminal charges — not just risk assessments — reoffending falls by almost 40%. The 12% is not a fixed law of nature. It is the price of a system not functioning as it should.

The intergenerational cost

The tax doesn't stop with you. Exposure to domestic violence reduces educational attainment for children. Childhood abuse leads to lower employment and earnings in adulthood. The cycle carries forward unless it is deliberately broken.

Women's financial autonomy as violence prevention

The data keeps returning to the same answer across countries and decades. The more economic power a woman has, the less vulnerable she is. Financial autonomy is not a nice idea. It is a violence prevention strategy.

A note on race and ethnicity

The research is drawn from Finland, a country far less ethnically diverse than the UK. For women from African, Caribbean, Asian and other global majority backgrounds, twelve percent is likely the starting point. The real number here is probably higher.

Reflections

Where in your own life have you absorbed a cost that was never yours to carry?

What would it mean to name that as structural rather than personal?

The research points to financial autonomy as a protective factor. What does that bring up for you?

If the mess is the system and not the thinking — what changes in how you see your own story?

What question is this episode leaving you with?

Research referenced

IFS — Economic Consequences of Gender-Based Violence. 26 March 2026.

Adams et al., 2024a — 12% income drop and 6.7pp employment fall. Coercive control without physical violence produces identical losses.

Adams et al., 2024b — Workplace assault findings. Outcome depends on gender of victim and gender of management.

Adams et al., 2026 — Rape survivors, 17% earnings drop at five years. Higher court case clearance rates reduce economic harm.

Black et al., 2023 — Criminal charges reduce reoffending by 40%. Risk assessments alone do not. Greater Manchester Police data.

Amaral et al., 2023 — Arrest reduces future 999 calls by 50%. West Midlands data.

Aizer, 2010 — Narrowing the gender pay gap reduces domestic violence. US data.

Bhuller et al., 2024 — Domestic violence exposure reduces children's educational attainment. Norway.

NAO, 2025 — UK domestic abuse costs risen to £84bn. No effective whole-system response documented.

Home Office, 2019 — UK domestic abuse costs estimated at £66bn

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