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What is substantial evidence?
Arbitrations

What is substantial evidence?

By Jason Tenenbaum 8 min read

Key Takeaway

Learn what substantial evidence means in NY no-fault arbitration cases and why courts can't weigh conflicting evidence in administrative awards.

This article is part of our ongoing arbitrations coverage, with 42 published articles analyzing arbitrations issues across New York State. Attorney Jason Tenenbaum brings 24+ years of hands-on experience to this analysis, drawing from his work on more than 1,000 appeals, over 100,000 no-fault cases, and recovery of over $100 million for clients throughout Nassau County, Suffolk County, Queens, Brooklyn, Manhattan, and the Bronx. For personalized legal advice about how these principles apply to your specific situation, contact our Long Island office at (516) 750-0595 for a free consultation.

The Substantial Evidence Standard in Administrative and Arbitration Proceedings

When no-fault insurance disputes proceed to compulsory arbitration under Article 75 of the CPLR, the resulting arbitration awards are subject to limited judicial review. Courts reviewing these awards apply the “substantial evidence” standard, examining whether the arbitrator’s decision has a rational basis in the record rather than conducting independent review of the merits. This deferential standard of review stems from fundamental principles of administrative law: arbitrators and administrative agencies possess specialized expertise in their respective areas, and courts should not substitute their judgment for those specialized decision-makers except in cases of clear error or irrationality.

The substantial evidence test creates significant practical consequences for no-fault litigants. Even when a party believes an arbitration award is wrong—perhaps even clearly wrong—courts will uphold the award if any reasonable basis exists in the record supporting it. This makes the arbitration proceeding itself critically important: parties must develop complete records at arbitration because judicial review provides limited opportunities to correct adverse awards. Understanding what substantial evidence means, and more importantly what it doesn’t mean, is essential for practitioners navigating the no-fault arbitration system.

The Court of Appeals decision in Matter of Marine Holdings, LLC v. New York City Commission on Human Rights provides important clarification about the substantial evidence standard’s application, emphasizing just how limited judicial review really is in this context.

Matter of Marine Holdings, LLC v New York City Commn. on Human Rights, 2018 NY Slip Op 03303 (2018)

Every Article 75 compulsory arbitration case involving legal insufficiency or credibility of evidence claims is subjected to a substantial evidence review. The term is a misnomer as we learned this week from the Court of Appeals:

""Quite often there is substantial evidence on both sides” of an issue disputed before an administrative agency (Matter of Ridge Rd. Fire Dist. v Schiano, 16 NY3d 494, 500 ), and the substantial evidence test “demands only that a given inference is reasonable and plausible, not necessarily the most probable” (id. at 499 ). Applying this standard, “ourts may not weigh the evidence or reject determination where the evidence is conflicting and room for choice exists” (Matter of State Div. of Human Rights (Granelle), 70 NY2d 100, 106 ). Instead, “when a rational basis for the conclusion adopted by the is found, the judicial function is exhausted. The question, thus, is not whether find the proof … convincing, but whether the could do so” (id. ).”

The Court’s abdication of the ability to review administrative awards that are inherently questionable but not “off the charts wrong” is improper. We have three levels here. The first is that the award has support. The second is the award smells bad. The third is the award is “off the charts wrong”.

We all agree the Courts have no business addressing level 1 and must address level 3. It is level 2 that forms the basis of so many appeals. I only suggest that a deeper look at level 2 cases is warranted. The dissent (I did not publish it) did just that.

The Court of Appeals’ articulation of the substantial evidence standard reveals just how limited judicial review of arbitration awards really is. Several key principles emerge from the court’s analysis that profoundly impact no-fault arbitration practice.

First, the court acknowledges that “quite often there is substantial evidence on both sides” of disputed issues. This recognition fundamentally shapes the review standard: when conflicting evidence exists, courts cannot choose which evidence they find more persuasive. Instead, courts must uphold the arbitrator’s decision if the evidence the arbitrator credited provides a rational basis for the award, even if contrary evidence might have supported a different conclusion. This means arbitrators possess wide discretion in credibility determinations and factual findings, with courts powerless to intervene unless the arbitrator’s conclusions are completely unsupported.

Second, the standard “demands only that a given inference is reasonable and plausible, not necessarily the most probable.” This language is particularly significant. Even when courts believe a different inference from the evidence would be more probable or more logical, they must uphold arbitration awards based on less probable but still plausible inferences. This gives arbitrators enormous latitude to draw inferences favorable to one party or the other, secure in the knowledge that judicial review will not disturb those inferences unless they are completely implausible.

Third, and most importantly, courts “may not weigh the evidence or reject determinations where the evidence is conflicting and room for choice exists.” This prohibition on evidence weighing eliminates what courts normally do in de novo review: independently assess credibility, weigh conflicting testimony, and reach independent conclusions about disputed facts. Instead, courts must simply determine whether the record contains some evidence—perhaps even minimal evidence—supporting the arbitrator’s findings.

The cumulative effect of these principles is that arbitration awards in no-fault cases are extraordinarily difficult to overturn on substantial evidence grounds. Unless an award is completely divorced from record evidence—what Jason Tenenbaum aptly characterizes as “off the charts wrong”—courts will uphold it even when the losing party believes the arbitrator clearly erred.

The Three-Tier Framework: Support, Suspicious, and Irrational

Jason Tenenbaum’s tripartite framework for understanding arbitration awards provides helpful analytical structure. Level 1 awards—those with clear support in the record—obviously survive substantial evidence review. Level 3 awards—those completely unsupported by record evidence or based on legal errors—are properly vacated. The problematic category is Level 2: awards that “smell bad” but have some minimal record support.

Level 2 awards might include situations where arbitrators credited implausible testimony, drew questionable inferences from ambiguous evidence, or reached conclusions that seem inconsistent with the weight of the evidence. These awards trouble reviewing courts because they appear wrong, yet the substantial evidence standard prevents meaningful judicial intervention. The arbitrator’s specialized role and the deference accorded to fact-finding decisions mean courts must uphold even questionable awards as long as some rational basis exists.

Tenenbaum’s observation that Level 2 cases form the basis of “so many appeals” reflects practitioners’ frustration with the substantial evidence standard. Losing parties in arbitration frequently believe the arbitrator made clearly erroneous factual findings or drew unreasonable inferences. Yet the deferential standard of review means these perceived errors rarely warrant judicial intervention, leading to appeals that seem meritorious to appellants but fail under the restrictive review standard.

The dissent Tenenbaum references (but doesn’t publish) apparently took “a deeper look” at a Level 2 case, suggesting that more rigorous judicial review might have reached a different conclusion. However, the majority’s adherence to the traditional substantial evidence standard reflects prevailing law: courts should not second-guess arbitrator judgments even when those judgments seem questionable, as long as some record support exists.

Practical Implications: The Critical Importance of Arbitration Preparation

For no-fault practitioners, the Marine Holdings decision’s articulation of the substantial evidence standard has crucial practical consequences. Because judicial review provides such limited relief from adverse arbitration awards, practitioners must treat arbitration hearings with the same seriousness and preparation they would give trials. Several key practice points emerge:

First, comprehensive record development at arbitration is essential. Parties cannot rely on judicial review to correct evidentiary deficiencies or incomplete records. All relevant evidence must be submitted to the arbitrator, with careful attention to establishing proper foundations, authenticating documents, and creating clear records of witness testimony. When evidence is excluded or not presented at arbitration, it generally cannot form the basis for overturning awards on appeal.

Second, credibility evidence deserves particular attention. Because arbitrators have wide latitude in credibility determinations that courts won’t disturb, parties should present maximum evidence bearing on witness credibility. This includes impeachment evidence, prior inconsistent statements, bias or interest testimony, and corroborating or contradicting evidence. While arbitrators may still credit testimony despite credibility problems, parties must at least create records showing why testimony should be disbelieved.

Third, parties should request detailed written arbitration awards setting forth findings of fact and conclusions of law. While not always required, detailed awards facilitate judicial review by making clear what factual findings the arbitrator made and what evidence supported those findings. When awards are merely conclusory, courts have even less ability to review them meaningfully, as the record may not clearly establish what the arbitrator found or why.

Fourth, parties facing adverse awards should carefully evaluate whether judicial review is likely to succeed before incurring appellate costs. Under the substantial evidence standard, most factual determinations and credibility findings will survive judicial review. Appeals are most likely to succeed when arbitrators committed clear legal errors, exceeded their authority, or rendered awards completely unsupported by record evidence—relatively rare occurrences.

The substantial evidence standard’s strictures mean that arbitration awards in no-fault cases have substantial finality. Parties dissatisfied with awards have limited recourse, making the arbitration proceeding itself the critical forum for case resolution.

Legal Context

Why This Matters for Your Case

New York law is among the most complex and nuanced in the country, with distinct procedural rules, substantive doctrines, and court systems that differ significantly from other jurisdictions. The Civil Practice Law and Rules (CPLR) governs every stage of civil litigation, from service of process through trial and appeal. The Appellate Division, Appellate Term, and Court of Appeals create a rich and ever-evolving body of case law that practitioners must follow.

Attorney Jason Tenenbaum has practiced across these areas for over 24 years, writing more than 1,000 appellate briefs and publishing over 2,353 legal articles that attorneys and clients rely on for guidance. The analysis in this article reflects real courtroom experience — from motion practice in Civil Court and Supreme Court to oral arguments before the Appellate Division — and a deep understanding of how New York courts actually apply the law in practice.

About This Topic

No-Fault Arbitrations in New York

No-fault arbitration is the primary forum for resolving disputes between medical providers and insurers over claim denials. The arbitration process has its own procedural rules, evidentiary standards, and appeal mechanisms — including master arbitration and Article 75 judicial review. Understanding arbitration practice is essential for any attorney handling no-fault claims. These articles cover arbitration procedures, hearing strategies, award enforcement, and the grounds for challenging arbitration outcomes in court.

42 published articles in Arbitrations

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Common Questions

Frequently Asked Questions

How does no-fault arbitration work in New York?

No-fault arbitration is conducted under the American Arbitration Association's rules. The claimant (usually a medical provider) files a request for arbitration after the insurer denies a claim. An assigned arbitrator reviews written submissions from both sides — including medical records, denial letters, peer reviews, and legal arguments — and issues a written decision. Arbitration awards can be confirmed in court under CPLR Article 75, and either party can appeal to a master arbitrator. No-fault arbitration is generally faster and less expensive than litigation.

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Attorney Jason Tenenbaum

About the Author

Jason Tenenbaum, Esq.

Jason Tenenbaum is the founding attorney of the Law Office of Jason Tenenbaum, P.C., headquartered at 326 Walt Whitman Road, Suite C, Huntington Station, New York 11746. With over 24 years of experience since founding the firm in 2002, Jason has written more than 1,000 appeals, handled over 100,000 no-fault insurance cases, and recovered over $100 million for clients across Long Island, Nassau County, Suffolk County, Queens, Brooklyn, Manhattan, the Bronx, and Staten Island. He is one of the few attorneys in the state who both writes his own appellate briefs and tries his own cases.

Jason is admitted to practice in New York, New Jersey, Florida, Texas, Georgia, and Michigan state courts, as well as multiple federal courts. His 2,353+ published legal articles analyzing New York case law, procedural developments, and litigation strategy make him one of the most prolific legal commentators in the state. He earned his Juris Doctor from Syracuse University College of Law.

24+ years in practice 1,000+ appeals written 100K+ no-fault cases $100M+ recovered

Disclaimer: This article is published by the Law Office of Jason Tenenbaum, P.C. for informational and educational purposes only. It does not constitute legal advice, and no attorney-client relationship is formed by reading this content. The legal principles discussed may not apply to your specific situation, and the law may have changed since this article was last updated.

New York law varies by jurisdiction — court decisions in one Appellate Division department may not be followed in another, and local court rules in Nassau County Supreme Court differ from those in Suffolk County Supreme Court, Kings County Civil Court, or Queens County Supreme Court. The Appellate Division, Second Department (which covers Long Island, Brooklyn, Queens, and Staten Island) and the Appellate Term (which hears appeals from lower courts) each have distinct procedural requirements and precedents that affect litigation strategy.

If you need legal help with a arbitrations matter, contact our office at (516) 750-0595 for a free consultation. We serve clients throughout Long Island (Huntington, Babylon, Islip, Brookhaven, Smithtown, Riverhead, Southampton, East Hampton), Nassau County (Hempstead, Garden City, Mineola, Great Neck, Manhasset, Freeport, Long Beach, Rockville Centre, Valley Stream, Westbury, Hicksville, Massapequa), Suffolk County (Hauppauge, Deer Park, Bay Shore, Central Islip, Patchogue, Brentwood), Queens, Brooklyn, Manhattan, the Bronx, Staten Island, and Westchester County. Prior results do not guarantee a similar outcome.

Filed under: Arbitrations
Jason Tenenbaum, Personal Injury Attorney serving Long Island, Nassau County and Suffolk County

About the Author

Jason Tenenbaum

Jason Tenenbaum is a personal injury attorney serving Long Island, Nassau & Suffolk Counties, and New York City. Admitted to practice in NY, NJ, FL, TX, GA, MI, and Federal courts, Jason is one of the few attorneys who writes his own appeals and tries his own cases. Since 2002, he has authored over 2,353 articles on no-fault insurance law, personal injury, and employment law — a resource other attorneys rely on to stay current on New York appellate decisions.

Education
Syracuse University College of Law
Experience
24+ Years
Articles
2,353+ Published
Licensed In
7 States + Federal

Legal Resources

Understanding New York Arbitrations Law

New York has a unique legal landscape that affects how arbitrations cases are litigated and resolved. The state's court system includes the Civil Court (for claims up to $25,000), the Supreme Court (the primary trial court for unlimited jurisdiction), the Appellate Term (which hears appeals from lower courts), the Appellate Division (divided into four Departments, with the Second Department covering Long Island, Brooklyn, Queens, Staten Island, and several upstate counties), and the Court of Appeals (the state's highest court). Each court has its own procedural requirements, local rules, and case-assignment practices that can significantly impact the outcome of your case.

For arbitrations matters on Long Island, cases are typically filed in Nassau County Supreme Court (at the courthouse in Mineola) or Suffolk County Supreme Court (in Riverhead). No-fault arbitrations are heard through the American Arbitration Association, which assigns arbitrators throughout the metropolitan area. Workers' compensation claims go to the Workers' Compensation Board, with hearings at district offices across the state. Understanding which forum is appropriate for your case — and the specific procedural rules that apply — is essential for a successful outcome.

The procedural landscape in New York also includes important timing requirements that can affect your case. Most civil actions are subject to statutes of limitations ranging from one year (for intentional torts and claims against municipalities) to six years (for contract actions). Personal injury cases generally have a three-year deadline under CPLR 214(5), while medical malpractice claims must be filed within two and a half years under CPLR 214-a. No-fault insurance claims have their own regulatory deadlines, including 30-day filing requirements for applications and 45-day deadlines for provider claims. Understanding and complying with these deadlines is critical — missing a filing deadline can permanently bar your claim, regardless of how strong your case may be on the merits.

Attorney Jason Tenenbaum regularly practices in all of these venues. His office at 326 Walt Whitman Road, Suite C, Huntington Station, NY 11746, is centrally located on Long Island, providing convenient access to courts and offices throughout Nassau County, Suffolk County, and New York City. Whether you need representation in a no-fault arbitration, a personal injury trial, an employment discrimination hearing, or an appeal to the Appellate Division, the Law Office of Jason Tenenbaum, P.C. brings $24+ years of real courtroom experience to your case. If you have questions about the legal issues discussed in this article, call (516) 750-0595 for a free, no-obligation consultation.

New York's substantive law also presents distinct challenges. In motor vehicle cases, the no-fault system under Insurance Law Article 51 provides first-party benefits regardless of fault, but limits the right to sue for non-economic damages unless the plaintiff establishes a "serious injury" under one of nine statutory categories. This threshold — codified at Insurance Law Section 5102(d) — requires medical evidence showing more than a minor or subjective injury, and courts have developed detailed standards for each category. Fractures must be documented through imaging studies. Claims of permanent consequential limitation or significant limitation of use require quantified range-of-motion testing with comparison to norms. The 90/180-day category demands proof that the plaintiff was unable to perform substantially all of their usual daily activities for at least 90 of the 180 days following the accident.

In employment discrimination cases, the legal standards vary depending on whether the claim arises under state or local law. The New York State Human Rights Law employs a burden-shifting framework: the plaintiff must first establish a prima facie case by showing membership in a protected class, qualification for the position, an adverse employment action, and circumstances giving rise to an inference of discrimination. The burden then shifts to the employer to articulate a legitimate, non-discriminatory reason for its decision. If the employer meets this burden, the plaintiff must demonstrate that the stated reason is pretextual. The New York City Human Rights Law, by contrast, applies a broader standard, asking whether the plaintiff was treated less well than other employees because of a protected characteristic.

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