Restitution Under 18 U.S.C. § 2259: Minimal-Indicia Reliability Suffices; Arithmetic Errors Correctable Without Undermining the Award

3.1. Precedents Cited

Standards of review and appellate posture

• United States v. Johnson, 94 F.4th 434 (5th Cir. 2024) and United States v. De Leon, 728 F.3d 500 (5th Cir. 2013): The opinion grounds its review framework in Johnson, which (quoting De Leon) sets abuse-of-discretion review for preserved challenges to the “quantum” of restitution, while reviewing “legality” de novo. This structure frames the panel’s reluctance to disturb the district court’s fact-bound valuation unless clearly unsupported.
• United States v. Williams, 993 F.3d 976 (5th Cir. 2021) and United States v. Mathew, 916 F.3d 510 (5th Cir. 2019): These cases supply the clear-error lens for factual findings on loss amounts, reinforcing deference to trial courts in estimating restitution.
• United States v. Lagos, 25 F.4th 329 (5th Cir. 2022) and United States v. Krenning, 93 F.3d 1257 (5th Cir. 1996): Cited to emphasize “considerable deference” and that findings are upheld if “plausible” when the record is read as a whole—an important rhetorical move in upholding projections of future counseling costs.
• United States v. Holguin- Hernandez, 955 F.3d 519 (5th Cir. 2020): Used to bypass a preservation dispute: the panel assumes (without deciding) abuse-of-discretion review because Matherne loses even under the less deferential standard.

Restitution evidentiary standards: hearsay and reliability

• United States v. Reese, 998 F.2d 1546 (5th Cir. 1993): Central to the court’s evidentiary holding: a district court may consider “affidavits and letters” and other hearsay with “minimal indicia of reliability” so long as the defendant can refute it. This principle anchors the acceptance of a counselor’s letter/report and victim statements.
• United States v. Dickerson, 909 F.3d 118 (5th Cir. 2018): Cited for the “sufficient indicia of reliability” requirement and for the burden-shifting framework—once the government proves the amount by a preponderance, the defendant must prove inaccuracy. The panel uses Dickerson to fault Matherne for offering no rebuttal evidence undermining the counselor’s estimates.
• United States v. Sharma, 703 F.3d 318 (5th Cir. 2012): Supplies two key ideas: “every dollar” must be supported by record evidence, and restitution must be tied to losses “directly and proximately caused” by the offense. The panel distinguishes Sharma because the asserted arithmetic mistakes here did not infect the final number in a way that introduced unrelated losses.
• United States v. Blocker, 104 F.3d 720 (5th Cir. 1997): Supports the proposition that explicit, granular findings are unnecessary if the record provides an “adequate basis” for the restitution order.

What counts as “enough” evidence for restitution amounts

• United States v. Razo-Leora, 961 F.2d 1140 (5th Cir. 1992) and United States v. Aubin, 87 F.3d 141 (5th Cir. 1996): These cases show the Fifth Circuit’s tolerance for restitution awards supported by relatively minimal documentation (e.g., victim or family statements), so long as the amounts are reasonable and grounded in the record. They directly bolster the panel’s acceptance of a counselor’s letter and cost estimates.
• United States v. Bevers, No. 24-30266, 2025 WL 2238586 (5th Cir. Aug. 6, 2025): Highly analogous and especially influential: the panel notes it previously upheld future counseling restitution based on a child-pornography victim’s letter alone describing ongoing weekly counseling and a projection of five years of costs. Matherne treats its record as “more substantial and reliable” than Bevers, making affirmance almost obligatory under circuit logic.

When restitution fails for lack of evidentiary support

• United States v. West, 137 F.4th 395 (5th Cir. 2025): Used as a contrast case: restitution was vacated where the record had “no dollar figures or ranges.” Matherne stresses that, unlike West, the government offered multiple exhibits with concrete estimates.
• United States v. Villalobos, 879 F.3d 169 (5th Cir. 2018): Another contrast: vacatur where the PSR said losses were $0.00 but the court imposed $10,000 anyway—illustrating that the Fifth Circuit polices restitution awards that are untethered to the evidentiary record.
• United States v. Jones, 475 F.3d 701 (5th Cir. 2007): Reinforces that restitution cannot rest solely on “unsworn assertions” by government counsel. In Matherne, by contrast, counsel’s explanation of a “scrivener’s error” was not the only basis; it was supplemented by documentary submissions.
• United States v. De Leon, 728 F.3d 500 (5th Cir. 2013) (again) and United States v. Sharma, 703 F.3d 318 (5th Cir. 2012): The panel uses these to define the kind of “errors” that matter—those that import losses outside the offense’s temporal or causal scope. Arithmetic mistakes that do not distort the legally recoverable loss (or that understate it) are treated as correctable rather than fatal.

Persuasive authority from other circuits

• United States v. Sotelo, 130 F.4th 1229 (11th Cir. 2025) and United States v. Rothenberg, 923 F.3d 1309 (11th Cir. 2019): Cited for the proposition that sworn declarations (including those from counsel/attorneys) can suffice to prove losses in child-pornography restitution disputes. The Fifth Circuit uses these cases to situate its approach within a broader federal trend permitting streamlined proof.
• United States v. Hoskins, 876 F.3d 942 (8th Cir. 2017) and United States v. Emmert, 825 F.3d 906 (8th Cir. 2016): Cited to show other circuits accept victim/family testimony plus common-sense understanding of medical costs as a sufficient basis for estimating future expenses.

3.2. Legal Reasoning

(a) Reliability of evidence for projected future counseling costs

The court’s reasoning proceeds from a pragmatic sentencing-and-restitution evidentiary rule: restitution can be based on hearsay (letters, affidavits, reports) so long as it has “minimal indicia of reliability” and the defendant can contest it. Applying that rule, the panel emphasizes several features of the government’s proof:

• Multiple exhibits (not merely argument): counselor letter, counselor CV, cost-estimate report, victim-impact statements, and expense estimates.
• A clinical diagnosis and narrative link (PTSD and associated challenges) supporting ongoing treatment needs.
• Professional grounding: the counselor identifies modalities, duration, frequency, and per-session costs, based on her expertise and treatment of the victim.
• Opportunity to refute: Matherne objected, but offered no counter-evidence undermining the substance of the estimates.

The panel thus treats the counselor’s cost chart less as a “strictly proved invoice” and more as an expert-informed estimate supported by record context. In doing so, it continues the Fifth Circuit line (highlighted by Bevers) allowing future counseling costs to be awarded on comparatively modest documentation.

(b) Arithmetic errors: when they matter and when they do not

The opinion distinguishes between two types of mistakes:

• Errors that undermine the restitution’s causal/legal scope (e.g., including losses outside the offense or unrelated payments), which can require vacatur (as illustrated by De Leon and Sharma).
• Clerical or arithmetic errors that do not taint the underlying entitlement, especially where the district court did not adopt the most glaring wrong number, and where the error leads to an under-award rather than an over-award.

Here, the district court did not adopt the incorrect $520,000 subtotal for one category, and the “Family Consultation” error actually reduced the victim’s award. The panel therefore treats the problem as a correctable mistake rather than a reliability failure.

(c) Causation and “necessity” under 18 U.S.C. § 2259

On causation, Matherne argued that the victim had “past trauma,” suggesting the projected counseling costs were not proximately caused by his offense. The Fifth Circuit rejects that argument based on the record: the counselor expressly stated the estimate was based on treatment “as a result of the abduction and sexual abuse” committed by Matherne. The panel adds a commonsense proposition consistent with its prior child-pornography jurisprudence: prior trauma does not erase the psychological harm of a subsequent traumatic event; the later event can independently (and foreseeably) necessitate treatment.

On “necessity,” the panel relies on statutory text: under § 2259, the government need not prove “necessity” for “medical services relating to physical, psychiatric, or psychological care.” This is a notable clarification because defendants often attempt to transform restitution hearings into necessity battles over treatment plans. The opinion limits that strategy (at least for the enumerated medical/psychological services category).

(d) Remedy: correction under Fed. R. Crim. P. 36

Rather than ordering a full re-hearing, the court directs correction of the total to account for the family-counseling costs, invoking Rule 36, which permits correction of clerical errors. This reflects a remedial preference for efficient correction where the record supports a definite, mechanical fix.

3.3. Impact

• Lower evidentiary friction for future-cost restitution under § 2259: The opinion reinforces that counselor letters and cost projections—if facially coherent and tied to a diagnosis and treatment narrative—can satisfy the government’s burden, especially where the defendant offers no counterproof.
• Arithmetic errors are not automatically “unreliability”: The Fifth Circuit signals that courts should distinguish between (i) errors undermining the causal/legal basis for restitution and (ii) fixable clerical miscalculations. The latter may warrant correction rather than reversal.
• Prior trauma as a limited defense: By rejecting the notion that prior victim trauma defeats proximate cause where the record links losses to the charged offense, the decision discourages generic causation challenges in sexual-abuse/child-exploitation restitution disputes.
• Strategic consequence for defendants: The burden-shifting framework emphasized through Dickerson suggests that mere objections (hearsay, cross-examination demands, “insufficient detail”) may be ineffective without affirmative rebuttal evidence (e.g., competing expert opinion, alternative cost estimates, or record-based inconsistencies).
• Administrative accuracy in restitution orders: Even while affirming, the panel insists on correcting under-calculation. This is a reminder that restitution is not purely discretionary; the final number must match the record inputs, and clerical mistakes should be fixed.