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RELIABLEPOLITICAL ECONOMY · PUBLIC POLICY
RELIABLEPOLITICAL ECONOMY · PUBLIC POLICY
Policy

How Insurance Premiums Are Set, From Actuary to Filing

The path from risk data to the number on your renewal notice runs through actuaries, state regulators and a filing you can read.

HL
Henrik Larsen · November 1, 2026 · 6 min read
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How Insurance Premiums Are Set, From Actuary to Filing
How Insurance Premiums Are Set, From Actuary to Filing

Insurance premiums are calculated by estimating the expected cost of claims for a group of similar customers, then adding the insurer's expenses, a margin for uncertainty, and any state-required charges. The estimate starts with actuaries, is written into a rate filing, and is reviewed by state regulators before it can be charged. No single number sets your price; a chain of estimates does.

The basic is old and simple. As Wikipedia's insurance overview describes it, the policyholder accepts a known, relatively small loss — the premium — in exchange for the insurer's promise to pay if a covered loss occurs. Everything in the pricing process exists to make that promise safe to give.

This guide follows that chain step by step: what the actuary does, what goes into the rate, what the filing adds, and why two drivers with the same car can pay different amounts. Along the way, it separates what is established fact from what is interpretation.

What does an actuary actually do?

An actuary is a specialist who estimates how often losses will happen and how large they will be. The is statistical, not guesswork. Actuaries group customers by characteristics that history shows predict claims — for auto insurance, things like driving record, vehicle type and how the car is used — and then estimate a cost for each group.

The core idea is pooling. One driver's crash year is unpredictable; a large group's average is far more stable. Insurance works because the insurer collects premiums from many people who do not claim and uses that pool to pay the few who do. The actuary's job is to price each member of the pool fairly for the risk they bring into it.

The principle behind this pooling is centuries old. According to Wikipedia's history of insurance, the law of general average — the rule that losses shared deliberately for the common benefit of a voyage are shared proportionally by all who benefited — traces to the island of Rhodes around the first millennium BC, and the source calls it the fundamental principle underlying all insurance. Modern rate-making is that same idea run through spreadsheets.

What actually goes into the premium?

Think of the premium as four stacked layers.

On top of the layers sit coverage choices. A higher deductible — the out-of-pocket amount a policy requires before the insurer pays, as the same source defines it — lowers the expected claims cost the insurer carries, which is why it usually lowers the premium.

The analysis: the layers explain why a premium is not simply "what my risk is worth." Two insurers with identical claim expectations can quote different prices because their expense loads, reinsurance costs and margins differ. That is interpretation, not sourced fact — but it follows directly from the structure above.

Why do two similar customers pay different rates?

Because rating factors differ. Insurers price the group, then adjust within it. Your record, your vehicle, where the car is kept, and how much you drive all move you between groups with different expected costs. Usage-based programs make this explicit: Nationwide's auto insurance page describes SmartRide as collecting driving data during an enrollment period, with a final discount calculated from driving behavior that could be zero, and SmartMiles as a base premium plus a variable premium based on coverage and the days and miles driven.

What this means for the reader is practical. The levers most customers actually control are the coverage selections — deductible levels, limits, mileage — and, where offered, verified low usage. The rating factors tied to history and location are largely set by circumstance, not choice.

Where does the state come in?

Insurance is regulated primarily at the state level in the United States. Before an insurer can charge a rate, it typically files that rate — the full actuarial justification — with the state insurance regulator. The regulator reviews whether the rate is adequate to pay future claims, not excessive relative to the risk, and not unfairly discriminatory between customers. Depending on the state and the line of insurance, the filing may need prior approval or may take effect while under review.

The logic mirrors how other economic rules get made and checked. Cost-benefit review of regulation, as covered in How Cost-Benefit Analysis Shapes U.S. Rules, asks whether a rule's costs are justified by its benefits; a rate review asks a narrower cousin of the same question — does the price match the documented risk? And the public can see the machinery: rate filings are administrative records, much like the process described in How Federal Rulemaking Actually Works, Step by Step, where proposed rules are published and opened to scrutiny before they bind anyone.

One caution belongs here. This article describes the general structure of state rate regulation; the specifics — what needs prior approval, what is exempt, what a regulator can reopen — vary by state and by insurance line. Check your own state's insurance department for the rules that apply to you.

What this means for your renewal notice

The number on your renewal is the end of a chain: pooled claims data, an actuarial estimate, expense and reinsurance loads, a filed rate, and your personal rating factors. When your premium jumps, one of the links moved — the group's expected claims cost, the insurer's costs, the filed rate, or your own factors.

The analysis: most renewal shocks trace to the group level, not the individual — the pool's costs changed, so everyone in the pool reprices. That reading is consistent with how pooling works, and it would change if an individual factor, such as a new claim or a change in driving patterns, had also moved.

The practical takeaway is modest but real. Because pricing rewards lower expected cost, the durable moves are the boring ones: right-sizing coverage, raising a deductible only if the out-of-pocket amount is genuinely affordable, and documenting lower usage where a program exists. The numbers, as the saying goes in this trade, do the arguing.

Sources

  1. Insurance - Wikipedia
  2. Car Insurance - Get a Free Auto Insurance Quote – Nationwide

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Frequently Asked Questions

What is a premium in simple terms?
The premium is the amount the insurer charges the policyholder for the coverage set out in the policy. It is the known, relatively small payment the policyholder accepts in exchange for the insurer's promise to pay if a covered loss happens.
Why does a higher deductible lower my premium?
A deductible is the out-of-pocket amount a policy requires before the insurer pays a claim. The higher it is, the less expected claims cost the insurer carries, so the price it charges for carrying that cost falls.
Do regulators approve every insurance rate increase?
Insurers typically file rates with state insurance regulators, who review whether they are adequate, not excessive, and not unfairly discriminatory. Whether a filing needs prior approval or can take effect during review depends on the state and the insurance line.
Can driving less lower my premium?
It can, where a usage-based program exists. Nationwide's SmartMiles, for example, uses a base premium plus a variable premium based on coverage and the days and miles driven, and its SmartRide program calculates a final discount from collected driving data.