Approval rates
Comparing a judge's lifetime performance against recent office and national benchmarks provides a clearer picture of the local hearing environment. With over 20,000 decisions rendered, the data for Judge McDaniel offers a significant sample size for analysis. While the latest reporting period shows an approval rate of 42%, it is important to view this alongside the broader 50% lifetime average. Aggregate rates describe past decisions, not predictions for your individual hearing.
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 McDaniel'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 a 10-year tenure, the approval patterns for Judge McDaniel have shown periods of stability followed by recent shifts. After maintaining rates in the low 50s for several years, the most recent data indicates a move toward 42%. This variation is common in high-volume offices where case complexity and the quality of submitted medical evidence change over time. The current trend reflects a departure from the historical average, which may be influenced by evolving case mixes.
Preparing for an SSDI hearing
The guidance below applies to any SSDI hearing, not specifically to Judge McDaniel'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 McDaniel? Free, confidential — see if you qualify for SSDI.
Free Benefits ReviewAbout the Louisville hearing office
The Louisville Hearing Office serves a large population across Kentucky, managing a high volume of disability claims. With a bench of 6 judges, the office maintains an environment where case processing is standardized to meet federal requirements. You can expect a formal hearing process focused on medical documentation and vocational testimony. You can see the Louisville Hearing Office page for the full ALJ roster.
Other judges at this hearing office
The Social Security Administration utilizes a workload-balancing algorithm to assign cases, meaning your assignment to a specific judge is essentially random. Within the Louisville Hearing Office, lifetime approval rates among the bench range from 45% to 57%. Regardless of which judge is assigned to your hearing, the fundamental requirements for proving your disability remain consistent. You can find more information on the Louisville Hearing Office page.
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.