Weaver 2020 — Social Security Disability Benefits Characteristics of the Approved and Denied Populations

Summary

A descriptive study using the 2014 Survey of Income and Program Participation (SIPP) Supplement to profile the work, health, and socioeconomic characteristics of Social Security disability applicants — both approved beneficiaries and denied applicants — relative to each other and the general working-age population. The paper's main contribution is the first systematic characterization of the ~12.4 million people who applied for Social Security disability and were denied, a large and previously understudied population with no targeted federal support.

Key Claims

• Approximately 24 million individuals aged 18–66 have ever applied for Social Security disability; roughly half were approved (11.3 million) and half denied (12.4 million).
• The denied group is severely impaired relative to the general population: 52.3% report fair or poor health (vs. 6.9% general population), 21.1% were hospitalized in the reference year (vs. 6.3%), and majorities report difficulty with basic physical tasks.
• Approved and denied applicants have broadly similar health profiles; the approved group is only moderately worse. The disability standard filters out a population that is still very sick.
• The denied group has a poverty rate of 37.7% and material hardship rate of 42.6% — comparable to Supplemental Security Income (SSI) Beneficiaries (a means-tested program) — and very low earnings (13.5% earn above $1,870/month vs. 52.3% of the general population).
• Denied applicants are the least likely group to have health insurance (77.1%), despite having high rates of health care utilization driven by severe underlying conditions.
• A Benefit Offset National Demonstration (BOND) found no effect on earnings — consistent with the conclusion that underlying health, not financial incentives, is the binding constraint on work for this population.
• No federal program specifically targets the work, health, or poverty outcomes of the denied Social Security population.

Concepts Introduced or Extended

• DI Denied Population
• SSA Sequential Determination Process
• Morbidity-Mortality Distinction
• Disability Insurance Program

Entities Mentioned

• David Weaver
• Social Security Administration

Quotes

"Those who have been denied benefits have only somewhat more favorable health circumstances than beneficiaries. Furthermore, relative to the general working age population, I find that the denied group has a high rate of poor health, high levels of poverty, and limited earnings."

"Interventions and policy focused largely or exclusively on financial incentives may have limited effectiveness."

My Take

The paper's headline finding — that denied applicants are almost as sick as approved applicants — is the strongest available descriptive evidence that the disability standard is functioning as a genuine medical screen, not a loose gateway. This directly challenges the "program laxity" narrative sometimes inferred from declining beneficiary mortality. If the standard were loose, the denied pool would look healthier; instead, it looks nearly identical to the approved pool. The 12.4 million in the denied population with no federal support is a significant policy gap — they are poorer than approved Disability Insurance (DI) beneficiaries (no cash benefit), less insured (no Medicare), and still very sick.