Stacy Gray is an SSA Administrative Law Judge at the Middlesboro Hearing Office. Over 3 years on the bench, they have maintained a 78% lifetime approval rate across 2,601 decisions. This sits above the national average of 58%. While these statistics provide a baseline, remember that aggregate rates describe past decisions, not predictions for your individual hearing. An attorney can help you prepare for this judge's specific bench.
This page presents publicly available SSA Office of Hearings Operations disposition data, with no editorial rating or evaluation. ALJs are independent decisionmakers; aggregate statistics describe past patterns, not predictions of how any individual case will be decided. Information here is provided for hearing preparation, not as legal advice.
Approval rates
You will find that Judge Gray maintains a lifetime approval rate of 78%, which is higher than the 52% office average and the 58% national average. These figures are derived from a docket of 2,601 lifetime decisions over three years on the bench. Comparing these metrics provides context for the environment of your upcoming hearing, though these aggregate rates do not predict the outcome of your specific case.
Office- and national-level breakdowns of fully favorable vs denial rates aren't currently published by SSA in the per-office disposition data. The judge's own breakdown is the detail we have today.
Approval rate over time
Year-over-year approval rate across Judge Gray's docket. Annual rates fluctuate with the mix of cases SSA assigns; the longer-run pattern is more informative than any single year.
Decision pattern
Over three years on the bench, Judge Gray has presided over 2,601 lifetime decisions. The yearly trend shows a transition from an initial 100% approval rate in 2023 toward 73% in 2025. While the latest reporting period shows a 70% approval rate, this remains above regional and national benchmarks. This pattern suggests a consistent approach to evaluating evidence as the volume of cases has increased since the start of the tenure.
Preparing for an SSDI hearing
The guidance below applies to any SSDI hearing, not specifically to Judge Gray's bench. Judge-specific preparation guidance requires a corpus of public Appeals Council decisions involving each judge, which we haven't built yet.
- Bring a clean treating-physician record. Longitudinal primary-care or specialist notes spanning the disability period, with consistent symptom documentation, are typically the strongest evidence at hearing. A single month's records usually aren't enough.
- Don't rely on consultative exams alone. If your medical evidence is built primarily around a one-time CE finding, expect detailed questioning. Supplement with treating-source statements where possible.
- Prepare for daily-activity questions. Have honest, specific answers about a typical day. Answers that conflict with the medical record (in either direction) tend to hurt credibility.
- Expect transferable-skills probing. A vocational expert will usually testify about jobs available to someone with your limitations. Your representative should be prepared to cross-examine.
Hearing with Judge Gray? Free, confidential — see if you qualify for SSDI.
Free Benefits ReviewAbout the Middlesboro hearing office
The Middlesboro Hearing Office serves you and other claimants throughout the region, managing a caseload with an office-wide latest approval rate of 52%. With a bench of six judges, the office is equipped to handle a high volume of disability claims. You can expect a formal process focused on your medical documentation and vocational testimony. You may visit the Middlesboro Hearing Office page for the full ALJ roster.
Other judges at this hearing office
The Social Security Administration assigns cases through a workload-balancing algorithm, meaning the assignment to a specific judge is essentially random. Within the Middlesboro Hearing Office, lifetime approval rates across the bench range from 46% to 78%. This variance highlights why focusing on the strength of your medical evidence is the most effective strategy for your hearing. The guidance for your preparation remains the same regardless of which judge you are assigned.
Your odds change dramatically with a lawyer
SSDI hearing approval rates — represented vs. on your own
Source: U.S. Government Accountability Office, GAO-18-37. The 3× gap is a population-wide average across all judges; individual outcomes vary.
