What Term Life Insurance Underwriters Look for Beyond Your Health History

Fact-checked by the Smart Insurance 101 editorial team

Why do two 35-year-olds in identical health end up with different term life rates? The answer lies in the non-medical side of term life underwriting factors, the occupation, driving record, credit profile, and lifestyle data that underwriters weigh alongside your blood pressure and cholesterol. According to Gen Re’s 2025 industry survey, 47% of life insurers pull credit attribute scores before even completing their initial accelerated underwriting eligibility check. The health portion of your file may be clean, but these secondary factors can still move you into a higher rate class.

This matters more now than it did five years ago. As accelerated underwriting programs replace traditional paramedical exams, insurers rely more heavily on third-party data sources to fill the gap. The tradeoff is faster approvals, but it also means behavioral and financial signals carry more weight in the final decision. If you are applying for a term policy and you are not a regular smoker with a major health condition, these non-health factors may actually be the deciding variable in your premium.

This guide is written for anyone shopping for term life coverage who wants to understand what underwriters see in their file beyond the standard health questionnaire. It covers every major non-health factor, explains how each one moves premiums, and names the specific data sources insurers use, so you can walk into the process without surprises. For a broader starting point on your coverage options, see our overview of Life Insurance 101: Types, Features, and Principles Explained.

Step 1: Why Non-Health Factors Matter in Term Life Underwriting

Underwriters price mortality risk, the statistical likelihood you will die during the policy term. Health history is the most direct signal of that risk, but it is far from the only one. Behaviors, finances, occupation, and legal history all correlate with early mortality in actuarial research, and insurers have decades of claims data to back that up.

How Non-Health Data Fills the Exam Gap

The shift toward accelerated underwriting has made non-health factors more consequential, not less. When a carrier skips the paramedical exam, it substitutes third-party data from sources like the Medical Information Bureau (MIB), credit bureaus, motor vehicle records, and prescription databases to build a risk profile. According to NAIC guidance on accelerated underwriting, these external data sources, including credit reports, motor vehicle records, prescription drug history, and MIB reports, are used alongside application information to evaluate applicant risk profiles. Skipping the needle does not mean skipping scrutiny.

Only 12% of individual life applications processed in 2024 qualified for a fully automated decisioning path, according to Gen Re’s 2025 survey. The much larger group, roughly 59% of applicants, qualified for an accelerated path that still involves underwriter judgment informed by third-party data. For that majority, non-health signals are exactly where rate decisions get made.

What to Watch Out For

Applicants often focus exclusively on disclosing health conditions and underestimate how much a recent DUI, a high-risk job, or a bankruptcy filing can shift the outcome. Caveat worth naming upfront: different carriers weight these factors differently, so a factor that costs you a rate class at one company may be treated more leniently at another. Working with an independent broker who can shop multiple carriers is particularly valuable when any of these non-health flags apply.

Step 2: How Does Your Occupation Affect Your Term Life Rate?

Your job is one of the first non-health fields underwriters review, and for certain occupations the impact on premiums is automatic, not discretionary. Some carriers apply a flat extra charge or a table rating to hazardous occupations regardless of the applicant’s health profile.

How to Do This

When completing your application, describe your occupation in specific terms. “Ironworker” and “office manager for a construction company” are categorized very differently. Occupations with elevated mortality risk in carrier field guides typically include commercial fishermen, loggers, underground miners, structural steel workers, and private pilots. Law enforcement and firefighters are also commonly rated, though the degree varies by carrier and specialization. Premiums for these jobs can run 25–100% higher than the standard rate, and in some cases, coverage is capped at a lower face amount.

Self-employed and gig economy workers face a different kind of scrutiny. It is less about physical danger and more about income consistency. For policies above $500,000, underwriters may request tax returns for the past two to three years to verify that stated income supports the coverage amount being requested. An applicant whose 1099 income swung dramatically between 2023 and 2025, which was a volatile period for freelancers in several sectors, may face additional questions about insurable interest. This is one area where health insurance challenges for self-employed workers and life insurance underwriting converge, income documentation matters in both contexts.

What to Watch Out For

Do not assume a job title that sounds benign will be treated as standard. A “sales representative” who regularly flies a personal aircraft to visit clients will likely trigger aviation questions. Underwriters look at what you actually do, not just what your business card says. If your occupation changed recently due to injury, layoff, or a switch to contract work, disclose that accurately, inconsistencies between stated occupation and external data records are one of the more common reasons applications flag for manual review.

Step 3: What Does Your Driving Record Do to Your Premium?

Motor vehicle records are pulled on the vast majority of fully underwritten term applications. According to Gen Re’s 2025 survey, 35% of carriers pull a Motor Vehicle Report (MVR) prior to their initial accelerated underwriting eligibility check, meaning it happens before underwriters even begin reviewing your health data.

How to Do This

A single minor speeding ticket three years ago is unlikely to move your rate. Underwriters are looking for patterns: multiple moving violations within a short window, reckless driving convictions, or a DUI. A first DUI within the past three to five years will typically result in a substandard rating or a decline at most carriers, translating to a premium increase of 25–100% or more over the preferred rate. Two DUIs within the past ten years often results in an outright decline at standard carriers, though specialty markets exist.

Most carriers look back three to five years on driving records for minor violations and up to ten years for DUI-related offenses. State reporting laws affect what appears on an MVR, so a violation that has been expunged in one state may not appear in the same way as one recorded in another. Insurer-specific guidelines vary on how much weight they assign to older violations as they age off the record.

What to Watch Out For

Pull your own motor vehicle report before you apply. Most states allow consumers to request their record through the DMV for a small fee. Errors on MVRs are more common than most people expect, and an incorrect entry for a violation you did not commit can delay your application or push you into a worse rate class until it is corrected.

Step 4: How Do Underwriters Evaluate Your Financial Profile?

Credit history has become a core term life underwriting factor in accelerated programs. The reasoning is actuarial: applicants with lower credit scores and patterns of financial distress statistically show higher mortality rates, likely due to correlated factors like chronic stress, limited access to healthcare, and higher-risk lifestyle behaviors. This is not a judgment about character, it is how the math works in claims data.

How to Do This

Insurers do not pull your full FICO score the way a mortgage lender does. They use credit attribute scores designed specifically for insurance underwriting, which weight different behaviors than a standard credit score. These scores are pulled from major credit bureaus and flag patterns like recent bankruptcies, collections activity, or a high debt-to-income ratio. A Chapter 7 bankruptcy filed within the past two years can trigger manual review or a substandard rating on larger policies. A bankruptcy that has been discharged for five or more years typically has minimal impact, depending on the carrier.

Financial underwriting scales with the face amount requested. For policies under $250,000, financial review is usually minimal. Policies between $500,000 and $1 million may require a financial questionnaire. Policies above $1 million routinely require income documentation, typically two years of tax returns, to verify that the coverage amount is proportional to the applicant’s income and net worth. The general industry rule is that a working adult can typically obtain coverage up to 10–20 times their annual income, with the multiple declining somewhat as income rises. Requesting $2 million on a $50,000 annual income will raise an insurable interest question that no amount of perfect health will resolve on its own.

What to Watch Out For

Financial underwriting is one of the less visible parts of the process, but it is also one of the harder ones to dispute after a decision is made. If you have had a bankruptcy or know your credit profile has issues, disclose relevant context proactively on the application rather than leaving the underwriter to interpret raw data alone. A brief written explanation of a one-time financial event, a medical bankruptcy, for example, carries weight in manual review.

Step 5: Do Hobbies and Lifestyle Choices Raise Your Rates?

Recreational activities that carry statistically meaningful mortality risk result in what the industry calls a flat extra charge, a dollar-per-thousand-of-coverage addition layered on top of your base premium. Flat extras are not the same as a rate class increase, they are a separate, activity-specific surcharge, and they can be temporary or permanent depending on the carrier.

How to Do This

Common hobbies that trigger flat extras include private aviation (non-commercial piloting), skydiving, BASE jumping, scuba diving beyond recreational certification depths, rock climbing above a certain technical grade, auto racing, and off-road motorcycle racing. Flat extra charges for these activities typically run $2.50–$10 per $1,000 of coverage per year. To put that in concrete terms: on a $500,000 term policy with a flat extra of $5.00 per $1,000, that adds $2,500 per year ($208/month) to your premium on top of the standard rate. At $2.50 per $1,000, the annual addition would be $1,250. At $10.00 per $1,000, it reaches $5,000 annually, roughly what a preferred nonsmoker in their 40s might otherwise pay for the entire policy.

International travel is also evaluated. Travel to countries under active CDC Level 3 or Level 4 advisories, or regions flagged for high disease burden or active conflict, can result in postponed coverage or exclusion riders., carriers have expanded travel risk questionnaires to include frequency of travel and specific destinations, not just whether an applicant has traveled abroad. Certain regions in sub-Saharan Africa, parts of Southeast Asia, and active conflict zones trigger additional scrutiny during underwriting at multiple major carriers.

Alcohol consumption patterns and tobacco alternatives are assessed both through application questions and prescription history. Regular use of products like nicotine pouches or e-cigarettes can classify an applicant as a tobacco user at many carriers, which roughly doubles the nonsmoker rate. This is an underwriting reality that still surprises many applicants who switched from cigarettes to alternatives thinking they would be classified as nonsmokers.

What to Watch Out For

Flat extras are worth shopping around. One carrier may apply a $7.50 flat extra for recreational scuba diving; another may approve the same applicant at standard rates with a diving depth exclusion rider instead. If an avocation matters to you, ask your broker to identify carriers that offer the most favorable treatment specifically for that activity before submitting an application.

Step 6: How Criminal and Legal History Is Reviewed

Criminal background checks are now standard in individual life underwriting. Gen Re’s 2025 survey data shows that 41% of carriers pull criminal history prior to their initial accelerated underwriting eligibility check, meaning legal history is screened early, not as a secondary filter.

How to Do This

Felony convictions within the past five to ten years are the most significant concern. Violent felonies, fraud convictions, and drug trafficking charges typically result in declines or postponements at standard carriers. Non-violent felonies that are older, with demonstrated rehabilitation, are treated more leniently and the outcome varies considerably by carrier. Misdemeanors generally have limited impact unless they are recent, multiple, or involve DUI or drug-related charges that overlap with other risk factors already in the file.

For term applications under $500,000, criminal review is largely automated through third-party background check vendors. For larger amounts, the review is more detailed and may include a manual underwriter assessment of case circumstances. An important distinction: arrests that did not result in conviction should not be held against an applicant, though they can still flag an application for manual review at some carriers. The lookback period for criminal records in underwriting is typically five to ten years, depending on the offense category and carrier guidelines.

What to Watch Out For

If you have a criminal record, consider applying through an independent broker familiar with the specialty or impaired risk market. Carriers like Prudential, Pacific Life, and Legal & General America each have distinct guidelines for criminal history, and what results in a decline at one carrier may be approved with a table rating at another.

Step 7: What Third-Party Data Sources Do Insurers Actually Pull?

Understanding where underwriters get their information is the most practical way to audit your own risk profile before you apply. The answer is: more sources than most applicants realize, and some of them will surface information you may have forgotten or assume has expired.

How to Do This

The primary third-party data sources used in term life underwriting, as described in NAIC guidance on accelerated underwriting, include the following:

• Medical Information Bureau (MIB): A database of coded health and risk information submitted by member insurers when processing life insurance applications. If you applied for coverage in the past seven years and certain risk factors were noted, those codes may appear in your MIB file.
• Prescription Drug Databases: Vendors like Milliman IntelliScript and ExamOne ScriptCheck allow insurers to see a history of prescription drug fills, which can reveal undisclosed conditions and flag inconsistencies between application answers and medication history.
• Motor Vehicle Records (MVR): State DMV records pulled directly or through services like LexisNexis Driving Score or ISO. These cover violations, suspensions, and DUI records going back the applicable lookback window.
• LexisNexis Risk Solutions: Aggregates public records data including bankruptcies, property records, civil judgments, and prior insurance application history into a single risk score.
• Credit Attribute Reports: Pulled from Equifax, Experian, or TransUnion through insurance-specific scoring models that do not affect your consumer credit score (they are a soft inquiry in most cases).
• Criminal Background Vendors: Third-party services that aggregate court records, arrest data, and sex offender registry information across jurisdictions.

The breadth of this data ecosystem is the reason why accelerated underwriting works at the scale it does. Carriers can build a reasonably complete risk picture in under 48 hours without a blood draw. For applicants with clean profiles across all these dimensions, this is a genuine benefit, faster decisions, no needles, lower friction. The honest caveat is that if any of these records contain an error, you may not know about it until an underwriter flags your application.

What to Watch Out For

LexisNexis, the MIB, and credit bureaus are all subject to the Fair Credit Reporting Act (FCRA), which gives consumers the right to dispute inaccurate records. If your application is declined or rated based on information from a third-party report, the insurer is required to provide an adverse action notice identifying the source. Use that notice to pull the relevant report and dispute any errors before reapplying. If you want to compare carriers who use these data sources differently, our guide to the best term life insurance companies for 2026 includes underwriting profile details that can help narrow your shortlist. And since premium pricing affects your broader financial picture, it is worth understanding what drives the cost of insurance across the industry as context for the numbers you will see in quotes.

Frequently Asked Questions

Can a low credit score get me denied for term life insurance?

A low credit score alone rarely results in an outright denial, but it can shift you into a less favorable rate class within accelerated underwriting programs. Credit attributes are used as a mortality correlate, not a strict eligibility gate, though a recent bankruptcy or open judgments combined with other risk factors can collectively result in a postponement or higher premium. According to Gen Re’s 2025 data, 47% of insurers review credit attributes before any other underwriting criteria.

How far back do life insurance underwriters look at your driving record?

Most carriers look back three to five years for minor moving violations and up to ten years for DUI-related offenses. A single DUI within the past three years will typically result in a substandard rating or decline at major carriers. As the offense ages past five years without recurrence, approval odds improve significantly, though each carrier applies its own timeline independently.

I do recreational skydiving. Will that automatically raise my term life premium?

Yes, skydiving is one of the activities that almost universally triggers a flat extra charge rather than a standard rate. Expect a flat extra of $2.50–$10 per $1,000 of coverage per year, depending on jump frequency, certifications held, and the specific carrier. Some carriers offer lower flat extras for licensed jumpers with established track records; others apply a fixed surcharge regardless of experience level. Shopping multiple carriers through an independent broker is the most effective way to minimize this cost.

Does being self-employed hurt my chances of getting term life coverage?

Self-employment status does not automatically hurt you, but income volatility and documentation gaps can. For larger face amounts, underwriters need to confirm that the requested coverage is proportional to your verified income, usually through two years of tax returns. An applicant with consistent self-employment income who has clean documentation will typically be treated the same as a W-2 employee. The challenge arises when recent income swings are significant or documentation is incomplete.

What happens if I forget to disclose a high-risk hobby on my life insurance application?

Non-disclosure of a material risk factor can give the insurer legal grounds to rescind the policy or deny a death benefit claim during the two-year contestability period. After that window closes, most policies become incontestable except in cases of outright fraud. The risk of discovery through MIB records, prescription databases, or social media is real, the safest approach is always full disclosure, then shopping for a carrier with favorable treatment of that specific activity.

Will a felony conviction from 10 years ago prevent me from getting term life insurance?

A non-violent felony conviction from ten or more years ago, with no subsequent offenses, is often approvable at specialty or impaired-risk carriers, though standard carriers may still decline or table rate. The offense type, elapsed time, and evidence of rehabilitation all influence the underwriter’s decision. Working with a broker who places impaired-risk cases with carriers like Prudential, Pacific Life, or specialized markets significantly improves your chances of finding coverage at a reasonable rate.

Do life insurers check your social media as part of underwriting?

Formal social media surveillance is not a standard component of individual term life underwriting, and current regulatory guidance discourages using social media data as a primary underwriting variable due to fair discrimination concerns. However, information that applicants post publicly can theoretically surface inconsistencies, for example, a skydiving video from someone who did not disclose that activity, and underwriters do exercise judgment when inconsistencies arise from multiple data sources. Rely on accurate disclosure rather than information control.

Does the type of term policy or face amount change which non-health factors matter most?

Face amount has a direct effect on which non-health factors receive scrutiny. Below $250,000, financial review is minimal and the main non-health factors are driving record, occupation, and any flagged data in MIB or prescription databases. Above $1 million, financial underwriting becomes rigorous: income verification, insurable interest analysis, and credit review all carry significant weight. Criminal history lookbacks are also more detailed for large-face applications. Our broader guide to the types of insurance and their benefits provides context on how these differences play out across product categories.