Unobjected PSR Facts and Reliable Hearsay Permit Major Upward Variances (Including to the Statutory Maximum) in § 922(g) Sentencing

1. Introduction

United States v. Lucero addresses the appellate review of a large upward variance in a felon-in-possession case where the sentencing court relied heavily on (i) violent offense conduct treated as relevant conduct and (ii) the defendant’s criminal history. Manuel Lucero III, a prohibited person, pleaded guilty to possessing a firearm and ammunition. At sentencing, the district court denied a last-minute motion to continue, applied U.S.S.G. § 2K2.1(b)(6) (possession “in connection with” another felony), and varied upward from an advisory range of 57–71 months to the statutory maximum of 120 months.

The appeal raised three clusters of issues: (1) whether the denial of a continuance was an abuse of discretion; (2) whether the sentence was procedurally unreasonable (inadequate explanation, reliance on “unsourced” PSR facts, and reliance on layered hearsay); and (3) whether the sentence was substantively unreasonable, including whether it created unwarranted national disparities when compared to national sentencing averages (including U.S. Sentencing Commission “JSIN” data discussed in the concurrence).

2. Summary of the Opinion

The Tenth Circuit affirmed across the board. Procedurally, the panel held that because Lucero did not object after the sentence was imposed, his procedural challenges were reviewed under plain error (United States v. Romero), and he failed to establish error—particularly where PSR facts were not specifically disputed and where the district court found the officer’s hearsay-based evidence sufficiently reliable under sentencing standards (United States v. Ruby). Substantively, the panel found no abuse of discretion: the district court provided valid § 3553(a) reasons for the major upward variance, and national-average comparisons did not demonstrate that Lucero was “similarly situated” to the average case. On the continuance, the panel found no abuse of discretion and no material prejudice because the court permitted a proffer and considered it.

Judge McHugh concurred to emphasize that major variances require “more significant justification” (United States v. Gall) and to caution that overreliance on a single factor can be reversible, but agreed the record supported the variance here. The concurrence also highlighted that U.S. Sentencing Commission JSIN data can be relevant to § 3553(a)(6), while still concluding the variance was justified on other factors.

3. Analysis

3.1 Precedents Cited

A. Procedural reasonableness and explanation of variances

• Gall v. United States — Supplies the modern framework: courts must provide an “individualized assessment,” and major variances should be justified by sufficiently compelling reasons. Lucero applies Gall both directly (major variance principles) and indirectly through Tenth Circuit applications.
• United States v. Chavez — Used for the proposition that procedural error includes failing to consider § 3553(a) factors or failing to explain how they apply to the specific defendant.
• United States v. Figueroa-Labrada and United States v. Malone — Reinforce that while reasons must be sufficient to support the chosen variance, “extraordinary” facts are not required.
• United States v. Smart — Rejects the notion that courts need “extraordinary” circumstances for large variances and emphasizes district court discretion within statutory limits.
• United States v. Barnes — Central to Lucero’s rejection of the “double counting” critique: district courts may consider facts already accounted for by the Guidelines when applying § 3553(a).

B. Plain error preservation and burden

• United States v. Romero — Establishes the four-part plain-error test for unpreserved procedural challenges and frames the panel’s review.
• United States v. Gonzalez-Huerta and United States v. Dominguez Benitez — Define prejudice under the “substantial rights” prong as a “reasonable probability” of a different result absent error.
• United States v. Trujillo-Terrazas — Applies prejudice analysis in the sentencing context: reasonable probability of a lower sentence under the correct framework.
• United States v. Mendoza — Critical practical lesson: if the appellant does not argue substantial-rights prejudice, the burden is not met and the claim fails (Lucero expressly relies on this to decline “fashion[ing] arguments” for the defendant).

C. PSR factfinding and admitted facts

• United States v. Hooks — If a defendant fails to specifically object to PSR facts, the facts are deemed admitted.
• United States v. Robertson — Cites Rule 32(i)(3)(A) allowing courts to accept undisputed PSR portions as factual findings.

D. Hearsay and reliability at sentencing

• United States v. Ruby — Governs hearsay at sentencing: admissible if it bears “minimal indicia of reliability,” with corroboration often key. Lucero uses Ruby to uphold the officer’s testimony/report and the § 2K2.1(b)(6) enhancement.

E. Substantive reasonableness, disparities, and “magic words”

• United States v. Sample — Defines substantive reasonableness review as abuse of discretion; cited by majority and concurrence for limits on overemphasis of one factor.
• United States v. Gross — Supports affirmance of upward variances where the defendant’s history reflects prolonged violence.
• United States v. Cordova and United States v. Kelley — No “ritualistic incantation” or “magic words” required; courts need not tick through each § 3553(a) factor mechanically.
• United States v. Willingham (Fifth Circuit) — Cited to discount the decisiveness of broad national averages in assessing disparities for a particular defendant.

F. Concurrence: excessive weighting and JSIN/national data

• United States v. Pinson — Used to emphasize meaningful substantive review (not a “rubber stamp”) and to show major variances may be justified by violent histories indicating recidivism risk.
• United States v. Allen, United States v. Crosby, United States v. Cookson, United States v. Sample — Collectively mark the boundary: a district court can abuse discretion by placing “excessive” weight on one factor while ignoring others.
• United States v. Garcia — Notes § 3553(a)(6) concerns “nationwide disparities”; invoked to argue that national data can be relevant (though not controlling).
• United States v. Brewster (Ninth Circuit) — Cited for the view that JSIN data is designed to assist judges in meeting § 3553(a)(6) obligations.

3.2 Legal Reasoning

A. Procedural reasonableness: why the panel found no reversible error

The panel’s procedural analysis turns on preservation and sentencing’s evidentiary flexibility:

• Explanation for the variance: Applying Gall v. United States and United States v. Chavez, the panel held the district court gave an individualized § 3553(a) explanation—labeling the conduct an “egregious” felon-in-possession scenario, emphasizing deterrence and repeated violence, and concluding the guideline range was insufficient for seriousness, respect for law, and just punishment. The court also relied on United States v. Barnes to reject the argument that considering offense conduct and criminal history was improper merely because the Guidelines already reflected them.
• “Unsourced” PSR information: Relying on United States v. Hooks and United States v. Robertson, the panel treated undisputed PSR facts as admitted and therefore properly relied upon without requiring additional evidentiary sourcing.
• Hearsay and the § 2K2.1(b)(6) enhancement: The panel reaffirmed that the Federal Rules of Evidence do not strictly apply at sentencing and that hearsay may be used if minimally reliable (United States v. Ruby). The district court’s reliability finding rested on corroboration (consistent statements by the ex-girlfriend and her mother; recovery of the identified firearm at Lucero’s home; a detailed investigative report admitted without objection). On this record, the enhancement was supported by a preponderance of evidence, and the panel added that it did not matter that underlying charges were dismissed because § 2K2.1(b)(6) can apply “regardless of whether a criminal charge was brought, or a conviction obtained.”

B. Plain error and “substantial rights”: an appellate bottleneck

Even assuming arguable error, the panel emphasized the third prong of plain-error review: the defendant must show a “reasonable probability” of a different outcome (United States v. Gonzalez-Huerta; United States v. Dominguez Benitez). Citing United States v. Mendoza, the panel held Lucero forfeited the prejudice showing by failing to argue it, and the court refused to supply the missing analysis.

C. Substantive reasonableness: why 120 months was upheld

Under abuse-of-discretion review (United States v. Sample; United States v. Gross), the panel deferred to the district court’s weighing of § 3553(a) factors, particularly deterrence and public protection in light of Lucero’s repeated violent history and the threatening firearm conduct at issue. On disparity, the panel acknowledged § 3553(a)(6) (Gall v. United States) but found that national-average statistics were not dispositive and that Lucero did not show he was truly comparable to the “average” defendant. The district court also stated any disparity was warranted by Lucero’s conduct and criminal history, and the panel accepted that explanation as within the judge’s discretion.

The concurrence adds nuance: it agrees major variances need “more significant justification” (United States v. Gall) and recognizes reversal is possible when a judge “almost entirely” focuses on one factor (United States v. Crosby; United States v. Cookson; United States v. Sample). But it finds the district court’s emphasis here was justified because the offense conduct aligned with a long, similar pattern of violent behavior (United States v. Gross; United States v. Pinson).

D. Denial of continuance: no abuse and no material prejudice

Applying United States v. McClaflin, the panel weighed diligence, usefulness, inconvenience, and prejudice. The request was made at sentencing after a prior continuance; counsel admitted he “put it on the back burner”; there was no concrete showing of what new evidence would be obtained; and the court allowed a proffer and considered it, undercutting prejudice.

3.3 Impact

• Reinforces a practical preservation rule for sentencing appeals: A defendant who does not object to procedural matters after sentence is imposed will often face plain-error review, and failure to argue “substantial rights” prejudice can be fatal (United States v. Mendoza).
• Strengthens reliance on PSR default admissions: “Unsourced” attacks on PSR narratives will not succeed absent specific, timely objections; undisputed PSR facts will be treated as admitted (United States v. Hooks; United States v. Robertson).
• Confirms sentencing’s permissive evidentiary standard: Layered hearsay can support enhancements if corroborated and found minimally reliable (United States v. Ruby), especially where reports are admitted without objection.
• Signals ongoing development on national sentencing data (JSIN): While the majority is skeptical of “national average” comparisons as decisive, the concurrence suggests JSIN can be relevant to § 3553(a)(6) and criticizes ignoring it. Future litigants can expect deeper disputes over what level of engagement with JSIN is required and how comparability must be shown.
• Affirms room for statutory-maximum variances in § 922(g) cases: Where the firearm possession is intertwined with violent threats and the defendant’s history indicates recidivism risk, a statutory-maximum sentence can be sustained as substantively reasonable if the judge provides a case-specific § 3553(a) rationale.

4. Complex Concepts Simplified

• Guidelines range vs. upward variance: The “Guidelines range” is an advisory recommendation based on offense level and criminal history. An “upward variance” is a higher sentence imposed under § 3553(a) reasons, not because the Guidelines require it.
• Plain error review: If an issue wasn’t properly raised below, the appellant must show (1) error, (2) that is clear, (3) that probably changed the outcome (“substantial rights”), and (4) that seriously harms the fairness/reputation of proceedings. Many claims fail at prong (3).
• Presentence report (PSR): A probation-prepared sentencing report summarizing offense conduct and history. If the defendant does not specifically object to a fact, the court may treat it as true for sentencing.
• Hearsay at sentencing (“minimal indicia of reliability”): Unlike trials, sentencing can consider hearsay if it appears trustworthy—often shown by corroboration from independent facts or consistent accounts.
• U.S.S.G. § 2K2.1(b)(6): A firearms Guideline enhancement when the gun/ammo is possessed “in connection with” another felony (e.g., using it to threaten during an aggravated assault), even if that other felony was never charged or was dismissed.
• § 3553(a)(6) disparity: Courts must consider unwarranted disparities among similarly situated defendants nationwide; statistical tools may inform the inquiry, but the key question is whether defendants are truly comparable in conduct and background.

5. Conclusion

United States v. Lucero underscores that major upward variances—including to the statutory maximum—will be affirmed when the district court ties the variance to an individualized § 3553(a) assessment grounded in violent offense conduct and a sustained pattern of similar criminal behavior. The decision also serves as a cautionary guide for sentencing litigation: undisputed PSR facts are effectively admissions; reliable, corroborated hearsay can support enhancements; last-minute continuances face skepticism absent diligence and demonstrable prejudice; and, on appeal, unpreserved procedural claims often fail without a concrete showing that any error likely changed the sentence.