Expected Value
Purpose: estimate the average payout, not whether you personally will claim.
Insurance is a wealth transfer that is worth its negative expected value only when the uninsured loss would be financially catastrophic to you. Insure the tail, not the noise.
The math is jurisdiction-independent. US-specific sections are health insurance, NFIP flood coverage, auto liability minimums, and disability-tax treatment.
Purpose: estimate the average payout, not whether you personally will claim.
Purpose: measure the price of risk transfer: premium divided by expected claims. Loss ratio is its inverse proxy.
Purpose: raise deductibles to the highest amount you can actually absorb from cash reserves.
Anchored rows are built for the "is X insurance worth it" search. Loading bars show expected payout cents when a credible public proxy exists; otherwise they show the decision category.
| Product | Verdict | Why | Loading / payout proxy | Notes and traps |
|---|---|---|---|---|
| Term life | BUY | Buy if anyone would be financially harmed by your death; use term only. | protection onlygood | Example: parent with 18 years until youngest child is independent buys 20-year level term, not lifetime coverage. |
| Auto liability | BUY | High limits protect assets and wages from crash liability. | NAIC 2025 auto63c | State minimums are legal compliance, not asset protection. California minimums are 30/60/15 as of 2026; Texas is 30/60/25. |
| Homeowners / renters | BUY | Fire, theft, liability, and loss-of-use can be catastrophic. | NAIC 2025 HO57c | Renters is cheap because it mainly covers contents and liability; homeowners needs replacement-cost and ordinance/law review. |
| Umbrella liability | BUY | Large extra liability limits are often cheap after base policy limits. | liability proxy78c | Usually starts at $1M; many carriers require about $250k auto liability and $300k homeowners liability first. |
| Long-term disability | BUY | Your human capital is often your largest asset during working years. | NAIC A&H LTD66-70c | Prefer own-occupation when your job skill is specialized. SSA says a 20-year-old worker has about a 1-in-4 chance of disability before full retirement age. |
| Health insurance | BUY | US medical tail risk can bankrupt an otherwise solvent household. | NAIC 2025 health90c | For 2026 Marketplace plans, in-network out-of-pocket maximums cannot exceed $10,600 individual or $21,200 family. |
| Travel medical | BUY IF | Buy when outside your normal health network or outside the US. | trip-specificvaries | Medical evacuation can be the real tail. Do not confuse with flight-cancellation insurance. |
| Long-term care | BUY IF | Useful for middle-wealth households that cannot self-insure years of care and want to preserve assets. | NAIC A&H LTCvolatile | The market is broken: rate increases, underwriting, hybrid products, and state partnership rules matter. Very high net worth can self-insure. |
| Flood insurance | BUY IF | Buy by geography and elevation, not by lender requirement alone. | risk-ratedgeo | NFIP residential caps are up to $250k building and $100k contents; excess flood may be needed above that. |
| Earthquake insurance | BUY IF | Buy in quake zones when home equity would be wiped out. | cat riskgeo | High deductibles are normal. It is often insolvency protection, not small-crack reimbursement. |
| Professional liability | BUY IF | Buy if your advice, services, or license can generate lawsuit exposure. | NAIC med prof76c | Doctors, consultants, engineers, therapists, and directors/officers need policy language matched to the actual risk. |
| Jewelry / valuables rider | BUY IF | Buy only for items whose loss would exceed the contents sublimit you can self-insure. | item-specificvaries | Appraisals, exclusions, mysterious disappearance, and deductibles decide whether the rider is real coverage. |
| Auto gap insurance | BUY IF | Buy when loan balance exceeds car value and a total loss would leave debt. | temporaryshort | Cancel once the car is worth more than the loan. Biggest need: low down payment, long loan, fast-depreciating car. |
| Pet insurance | BUY IF | Buy if a several-thousand-dollar vet emergency would force euthanasia or debt. | AVMA/NAICvaries | For most households with cash reserves, self-insure routine care and consider accident/illness only for young pets before exclusions develop. |
| Rental car CDW | SKIP | Often duplicate coverage from your auto policy or credit card. | daily markuppoor | Check first: liability is separate, exotics may be excluded, and some card guides exclude Ireland, Northern Ireland, Israel, or Jamaica. |
| Flight insurance | SKIP | Point-of-sale trip policies often duplicate card benefits and airline rights. | checkoutpoor | Use card trip-delay/cancellation benefits where available and know refund rights in the flight disruption playbook. |
| Extended warranty | SKIP | It insures repair noise, not financial ruin. | FTC warninglow | FTC says compare with the included warranty and skip if it adds little. Put declined premiums into a repair fund. |
| Phone insurance | SKIP | The worst-case loss is usually a replaceable device, not a ruin event. | small losslow | Example: a $12/month plan plus deductible can approach the expected repair cost. Use a case and self-insure. |
| Identity-theft insurance | SKIP | It rarely reimburses stolen money; it usually pays recovery expenses. | service planlow | Free credit freezes, password hygiene, and account alerts beat paying for thin reimbursement language. |
| Wedding / event insurance | BUY IF | Buy liability if venue requires it or cancellation if deposits would be unaffordable. | event-specificvaries | Read exclusions for weather, vendor failure, change of heart, and communicable-disease language. |
| Credit life | SKIP | It pays a lender, usually declines with the balance, and duplicates term life. | narrowpoor | If the debt matters to your family, buy portable term life payable to your beneficiary. |
| Mortgage life | SKIP | Same problem as credit life: lender-targeted, shrinking need, weak flexibility. | narrowpoor | A level term policy lets survivors decide whether to pay off the mortgage, invest, move, or cover living costs. |
| Whole / universal life as investment | TRAP | It bundles term insurance with opaque savings, fees, surrender charges, and agent incentives. | not comparablebundle | There are narrow estate/tax/business uses. For ordinary families, buy term and invest the difference. |
| Cancer / dread-disease policy | TRAP | It covers named diseases instead of the broader health and disability tail. | NAIC specified diseasethin | If cancer would ruin you, the answer is health insurance, disability insurance, emergency savings, and term life if dependents exist. |
| Children's life insurance | TRAP | Children rarely have income dependents; the pitch sells emotion, not need. | need testfails | Use a 529, brokerage account, or parental term coverage instead. Burial-expense needs can be handled with savings. |
| Accidental death and dismemberment | SKIP | Your family needs money whether death is accidental or medical. | NAIC A&H AD&D38-44c | If someone depends on income, buy real term life. AD&D is often cheap because it pays only narrow causes. |
| Timeshare-adjacent protection | TRAP | It is usually a sales add-on to an already bad contract. | sales productavoid | Do not insure a bad purchase. The correct move is avoiding the contract and its maintenance-fee tail. |
An agent may be helpful, but incentives explain why the worst products get the warmest pitch.
Definition: the product that pays the distributor best can become the product you hear about most.
Definition: the pitch turns temporary income-replacement need into lifetime coverage.
Definition: expensive structure is sold as a discipline device.
Definition: cash value is presented as FAFSA-friendly college funding.
Definition: captive agents sell one carrier, independent agents can shop carriers, fee-only advisors are paid directly by the client.
Definition: early policy exits can return less than premiums paid because policy costs are front-loaded.
Every method ends with a concrete number. Verify state law and policy language before binding coverage.
Break-even: 4.5 claim-free years
Purpose: replace income, pay debts, cover final expenses, and fund dependent education until self-sufficiency.
Worked number: Alex earns $120,000, has $380,000 mortgage debt, wants $180,000 education funding, and has $140,000 retirement assets. Fifteen years of needed income at $70,000/year is $1,050,000. DIME need is $380,000 + $180,000 + $1,050,000 - $140,000 = $1.47M. Round to a $1.5M 20-year term policy.
Do not name your estate as beneficiary unless your estate plan specifically requires it; beneficiary designations usually move faster outside probate.
Purpose: keep the household solvent if work income stops for years.
Worked number: Morgan earns $150,000 gross. A 60% group LTD benefit is $90,000/year, or $7,500/month. If employer-paid pre-tax, IRS rules can make benefits taxable, so after-tax spendable benefit may be much lower. A private after-tax policy filling $3,000/month may be the right gap.
Own-occupation matters for surgeons, pilots, dentists, attorneys, and specialized technical roles. "Any occupation" can fail exactly when you need it.
Purpose: add lawsuit protection after auto/home limits are exhausted.
Worked number: Household net worth is $850,000 and future high-income exposure is meaningful. Raise auto/home liability to carrier-required levels, then buy a $1M umbrella; consider $2M once net worth crosses $1.5M or teen-driver/landlord/pool risk appears.
Umbrella is not first-dollar coverage. Underlying limits, exclusions, business activity, rentals, boats, and defamation coverage differ by policy.
Purpose: protect against injury and property damage you cause.
Worked number: In California, 30/60/15 minimum coverage can leave you personally exposed after a multi-car crash involving a $70,000 vehicle and injuries. A common sane floor is 250/500/100 plus umbrella eligibility if you have assets or income to protect.
Collision/comprehensive on a beater is different from liability. Drop damage coverage when you can replace the car; do not drop liability.
Illustrative arithmetic, not a quote: compare an offered permanent policy with equivalent term coverage plus investing the difference.
| 30-year path | Annual cash out | Ending value |
|---|---|---|
| Permanent policy pitch | $7,200 premium | Ask for guaranteed cash value, surrender value, and death benefit |
| 20-year term coverage | $520 premium | Death benefit during dependency window |
| Invest the difference | $6,680/year | $610,000 after 30 years at a 6.5% annual return assumption |
| Punchline | same cash out | Separate clean insurance from transparent investing |
The exact term quote, policy illustration, tax facts, and investment return can change the math. The decomposition question does not change: what are you paying for insurance, what are you investing, and what fees/surrender charges sit between them?
Formula: break-even years = extra deductible risk / annual premium savings.
Use: choose the higher deductible when break-even is short and your emergency fund covers the extra hit.
Example: $1,000 extra deductible / $220 annual savings = 4.5 years. If you file a claim less often than every 4.5 years, you win on average.
Small-claim filing can raise future premiums or trigger nonrenewal. That makes high deductibles even more attractive when cash reserves exist.
Most household insurance errors are inversions: insuring small boxes while leaving income, liability, and medical tails exposed.
Buying phone insurance and warranties while skipping disability is backwards. The phone is replaceable; income is not.
A $250 deductible often means you are paying the insurer to handle losses you could absorb. Build cash and raise deductibles.
If a car is worth $3,000 and collision/comprehensive costs $700/year with a $1,000 deductible, the insured value is tiny.
Life proceeds paid to the estate can get delayed by probate and exposed to estate creditors. Use named people or trusts when appropriate.
Do not cancel term just because premiums feel annoying if dependents, mortgage, or education needs still exist.
Credit cards, employer policies, auto policies, and homeowners riders can already cover parts of travel, rental-car, disability, or valuables risk.
A bad policy can still have tax basis, surrender timing, loan, and 1035 exchange considerations. Get the in-force ledger first.
Minimums are written for legal compliance. They are often too small for hospital bills, new vehicles, and attorney-driven liability claims.
New baby, new mortgage, teen driver, rental property, business consulting, or a rising net worth can change the correct coverage stack.
Primary or regulator sources used for volatile facts. Verdicts are framework-derived, not vendor recommendations.
Private passenger auto 63.36%, homeowners 56.59%, other liability 78.26%, medical professional liability 76.12% direct loss plus DCC ratios.
content.naic.org P/C PDFIndividual and group long-term disability, AD&D, long-term care, and specified-disease loss-ratio context.
content.naic.org A&H PDFAggregate health industry loss ratio of 90.3% and combined-ratio context for health insurance loading.
content.naic.org health PDF2026 Marketplace out-of-pocket maximums and catastrophic-plan framing.
healthcare.gov OOP maxNFIP residential building and contents caps plus Risk Rating 2.0 pricing methodology.
floodsmart.gov buy policy1-in-4 disability probability statement for 20-year-old workers before full retirement age.
ssa.gov disability PDFEmployer-paid versus after-tax employee-paid disability benefit tax treatment.
irs.gov disability proceedsCalifornia 30/60/15 and Texas 30/60/25 examples showing why minimums are not sane liability limits.
ca.gov DMV insuranceExtended warranty/service-contract cautions and rental-car CDW exclusions in card benefit guides.
FTC extended warrantiesUmbrella policy structure, underlying-limit prerequisites, and $1M+ personal-liability framing.
iii.org umbrella liabilityPet insurance exclusions, deductibles, payment limits, and veterinary-cost planning context.
avma.org pet insuranceCommission mechanics, target premium examples, and why permanent-life recommendations need incentive scrutiny.
transamerica.com compensationFuture related pages in the TODO queue include actual-risk-dashboard.html, estate-documents.html, contract-red-flags.html, small-claims-court.html, and hiring-a-contractor.html.