Exploited Financial Hardship Can Support the Large-Number-of-Vulnerable-Victims Enhancement

Case: United States v. Hess, consolidated with the appeals of Shirley Koch
Court: United States Court of Appeals for the Tenth Circuit
Date: October 27, 2026
Opinion: Judge McHugh, joined by Judges Ebel and Kelly

1. Introduction

This published sentencing decision clarifies when financial hardship makes a fraud victim “unusually vulnerable” under the United States Sentencing Guidelines. The Tenth Circuit held that vulnerability need not impair a victim’s ability to detect or prevent fraud. An individualized showing that the defendant exploited financial hardship to obtain the access necessary to perpetrate the fraud can establish the required connection between vulnerability and the offense.

The appeals arose from a funeral-home scheme operated by Megan Hess with assistance from her mother, Shirley Koch. Defendants obtained human remains entrusted to them for cremation, then sold bodies and body parts without valid authorization or beyond the authorization given. After an earlier appeal required resentencing, the district court again applied the additional two-level enhancement for an offense involving a large number of vulnerable victims under U.S.S.G. § 3A1.1(b)(2).

The principal questions were whether the district court had adequately individualized its vulnerability findings, whether the number of qualifying victims was sufficiently large, and whether Koch could receive the enhancement without personally interacting with most of those victims. Hess separately challenged the treatment of her post-sentencing rehabilitation, while Koch challenged the substantive reasonableness of her fifteen-year sentence.

The court affirmed both sentences. Its central contribution is a distinction between presuming vulnerability from poverty and proving that particular financial constraints facilitated a particular fraud.

2. Background and Procedural History

The fraudulent funeral and body-broker businesses

Hess operated Sunset Mesa Funeral Directors and a nonprofit organization doing business as Donor Services. Although Donor Services ostensibly assisted people unable to afford funeral and cremation services, its principal activity was harvesting and selling human remains. Koch assisted in dismembering bodies and preparing remains for sale, and also participated in meetings with customers.

Some families never authorized donation. Others expressly refused it. Still others authorized limited donations after misleading representations, only for defendants to sell substantially more than the families had permitted. Families frequently received cremated remains falsely represented as belonging to their loved ones and paid for cremations that never occurred.

The records documented sales involving 811 individuals. Investigators concluded that remains from 560 decedents had almost certainly been obtained and sold fraudulently; they could establish informed consent for only 42. Defendants also misrepresented the legitimacy and health status of remains sold to purchasers, including by falsifying negative disease-test results.

The sales subsidized unusually inexpensive cremation offers. This pricing mechanism became central to the appellate court’s reasoning: low prices did not merely accompany the fraud but helped defendants obtain bodies from financially constrained families.

Convictions, the first appeal, and resentencing

Each defendant pleaded guilty to one count of mail fraud and aiding and abetting. Hess’s count involved a shipment of fraudulently obtained remains from twelve bodies; Koch’s involved nine. The remaining charges were dismissed. Koch’s plea agreement also obligated the government to recommend a sentence within an anticipated Guidelines range of 63 to 78 months.

At the original sentencing, the district court treated both the deceased individuals and their grieving relatives as large groups of vulnerable victims. In United States v. Hess, 106 F.4th 1011 (10th Cir. 2024), the Tenth Circuit rejected that approach. People already deceased when the fraud occurred could not qualify as vulnerable victims under the provision, and grief alone did not establish that surviving relatives were unusually susceptible to this fraud. The court also identified loss-calculation errors and reversed the sophisticated-means enhancement as applied to Koch.

On remand, the government presented additional victim statements and testimony from fraud expert Dr. Doug Shadel. The district court identified twenty-one individual victims whose circumstances it considered connected to the fraud. After correcting the loss calculation and resolving the remaining enhancement dispute, it imposed the same prison terms as before.

Defendant Original advisory range Resentencing advisory range Sentence affirmed
Megan Hess 151–188 months 121–151 months 240 months, the statutory maximum
Shirley Koch 121–151 months 78–97 months 180 months

The consolidated appeals included notices from amended judgments entered before and after the restitution determination. The issues resolved in this opinion concerned the prison sentences, not the merits of restitution.

3. Summary of the Court’s Decision

  1. Vulnerability does not require impaired fraud detection. The relevant inquiry is whether an individual vulnerability enabled or facilitated the particular offense, not necessarily whether the victim was less capable of discovering or thwarting it.
  2. Financial hardship can supply the necessary connection. Evidence showed that defendants used inexpensive or free cremation offers to obtain custody of remains from particular people facing serious financial constraints.
  3. Fifteen qualifying victims were sufficient. The court sustained vulnerability findings for fifteen victims and held that this number satisfied § 3A1.1(b)(2) in the mail-fraud context. It did not establish a universal minimum.
  4. Personal contact with every vulnerable victim was unnecessary. Koch was accountable for relevant conduct she aided and abetted. Once the initial vulnerable-victim enhancement applied, the additional enhancement did not require separate knowledge of every victim’s vulnerability.
  5. Hess did not establish reversible plain error concerning rehabilitation. Assuming error without deciding the question, the court found neither an obvious legal error nor a reasonable probability of a different sentence.
  6. Koch’s upward variance was substantively reasonable. The district court adequately explained why the extraordinary harm, prolonged misconduct, and lack of remorse outweighed mitigating considerations.

4. Analysis: Legal Framework and Precedents

A. Standards of review and interpretation

The court began with United States v. Rocha, 145 F.4th 1247 (10th Cir. 2025). Sentences receive deferential abuse-of-discretion review, but legal interpretations of the Guidelines are reviewed independently, and factual findings are reviewed for clear error. An incorrect legal rule or clearly erroneous factual premise can itself constitute an abuse of discretion.

United States v. Sumka, 81 F.4th 1153 (10th Cir. 2023), supplied the more specific distinction: identifying unusually vulnerable victims ordinarily involves factual review, while interpreting the Guidelines or assessing legal sufficiency requires de novo review. The parties disputed the applicable standard here, but the panel declined to resolve that dispute because the enhancement survived either standard.

Under United States v. Tony, 121 F.4th 56 (10th Cir. 2024), the court interpreted the Guidelines by examining their language and explanatory commentary to determine the Sentencing Commission’s intent. The opinion applied the circuit’s rule that commentary governs unless unconstitutional, contrary to statute, plainly erroneous, or inconsistent with the provision it interprets. The commentary’s examples therefore played a substantive role in defining vulnerability.

B. The two distinct vulnerable-victim enhancements

Section 3A1.1(b) establishes a sequential framework:

  • Section 3A1.1(b)(1): A two-level increase applies when the defendant knew or should have known that a victim was vulnerable.
  • Section 3A1.1(b)(2): If the first enhancement applies and the offense involved a large number of vulnerable victims, two additional levels apply.

Neither defendant disputed the first enhancement in this appeal. The controversy concerned only the additional increase.

The commentary defines a vulnerable victim as a victim of the offense or relevant conduct who is unusually vulnerable because of age, physical or mental condition, or another circumstance making that person particularly susceptible to the criminal conduct. General disadvantage is insufficient. The vulnerability must matter to the specific crime.

C. The earlier appeal required a nexus, not a categorical exclusion

United States v. Hess, 106 F.4th 1011 (10th Cir. 2024), controlled the remand. It required particularized findings explaining how a victim’s vulnerability enabled or facilitated defendants’ fraud. The original sentencing court had not shown that grieving customers were more susceptible than other customers, especially because defendants also defrauded people who refused donation requests.

That decision identified defendants’ positions of trust and unsupervised custody of bodies as the demonstrated means of committing the fraud. But it left open whether additional evidence could connect individual vulnerabilities to those enabling conditions.

The present opinion closes that evidentiary gap. Financially constrained victims selected defendants because of prices or concessions directed at their circumstances. Their vulnerabilities therefore helped defendants obtain the very custody that made the unauthorized sales possible. The court did not retreat from the earlier nexus requirement; it held that the supplemented record satisfied it.

D. Why inability to detect or thwart fraud is not essential

Hess relied on United States v. Fosher, 124 F.3d 52 (1st Cir. 1997), to frame the inquiry around whether a victim was less likely to detect or thwart the crime. The panel declined to adopt that formulation as the governing Tenth Circuit test. The First Circuit decision was not binding, and the proposed restriction did not follow from the Guidelines’ text or commentary.

The commentary’s ineffective-cancer-cure example illustrated the problem with Hess’s approach. Cancer patients are especially susceptible to a purported cancer cure because the offer exploits their medical circumstances. They need not be uniquely incapable of recognizing false advertising.

The distinction is consequential. A person may understand contracts, exercise ordinary care, and make rational purchasing decisions yet remain especially susceptible to a fraud tailored to an urgent need. The sentencing inquiry concerns the relationship between that need and the criminal conduct, not merely the victim’s investigative abilities.

The controlling comparison: United States v. Proffit

In United States v. Proffit, 304 F.3d 1001 (10th Cir. 2002), a rancher diagnosed with cancer advertised his ranch for sale. The defendant approached as a prospective purchaser but ultimately induced the rancher to invest $50,000 in a fraudulent cattle-futures venture.

The court rejected the vulnerable-victim enhancement because the illness merely created an opportunity for contact. The investment decision rested on the ordinary attraction of a quick financial return, not a susceptibility arising from cancer. Importantly, the court indicated that a fraud depriving the rancher of his ranch could have presented a different case because his illness, decision to sell, and the fraudulent transaction would then have been directly connected.

That distinction supported the enhancement here. Defendants did not exploit financial hardship to initiate contact and then perpetrate an unrelated fraud. Their low-cost cremation promises directly addressed the financial difficulty and induced the transfer of remains that their scheme required. The access-producing transaction was itself part of the fraud.

The present opinion therefore reads the protective language in United States v. Proffit—including its references to victims requiring greater societal protection—in context. It does not convert that language into a rigid requirement that victims be incapable of self-protection.

E. Individualized findings versus impermissible class presumptions

Several earlier decisions supplied the boundaries of permissible inference.

United States v. Brunson

In United States v. Brunson, 54 F.3d 673 (10th Cir. 1995), the defendant’s belief that foreign companies were easier to deceive did not establish that the company he defrauded was objectively unusually vulnerable. Neither successful victimization nor the offender’s subjective assumption supplied the missing proof.

Here, by contrast, the district court had evidence of actual financial constraints and their influence on particular victims’ choices. The enhancement rested on demonstrated susceptibility, not simply defendants’ belief that poor customers would be easier targets.

United States v. Creech

United States v. Creech, 913 F.2d 780 (10th Cir. 1990), concerned extortionate threats directed at newlyweds. The court rejected the assumption that newly married people were unusually vulnerable to threats against their spouses; concern for a spouse was hardly peculiar to new marriages.

The lesson is that a label must explain unusual susceptibility to the offense. In this case, “poor,” “elderly,” or “bereaved” could not independently resolve the inquiry. Evidence had to establish how the individual’s circumstances affected the transaction.

United States v. Tissnolthtos and United States v. Drapeau

In United States v. Tissnolthtos, 115 F.3d 759 (10th Cir. 1997), the court required individualized findings rather than presuming that a seventy-one-year-old assault victim was unusually vulnerable because of age alone. It contrasted that situation with United States v. Drapeau, 110 F.3d 618 (8th Cir. 1997), which recognized the obvious vulnerability of a one-year-old assault victim unable to protect himself or report the abuse.

These decisions acknowledge that some class characteristics support exceptionally powerful inferences, but most require closer examination. The present court did not place poverty in the category of automatically sufficient characteristics. It upheld evidence-based findings about particular people.

Application to the victims in this case

The appellate court sustained findings for fifteen victims. Five—C.A.H., D.S., L.A.P., K.R., and C.B.—were not contested by Hess as qualifying victims and were treated as vulnerable through circumstances involving terminal illness, hospice care, or referrals connected to those circumstances.

The other ten sustained findings concerned financial vulnerability: M.B., D.Mc., J.D., D.W., K.B., T.F., A.S.J., M.C.-P., R.B., and N.H. Their circumstances included fixed incomes, caregiving-related unemployment, medical debt, insufficient funeral funds, and the need to borrow money.

Several examples demonstrate the specificity of the findings:

  • M.C.-P. had serious health problems and very little income. Defendants persuaded her to abandon planned embalming for cheaper cremation, then sold her grandmother’s body.
  • J.D. could not afford the immediate cremation expense. Koch offered free cremation in exchange for an asserted brain donation for Alzheimer’s research. The entire body was instead sold for plastination.
  • T.F. faced financial difficulties following her husband’s prolonged cancer treatment and selected Sunset Mesa rather than her local funeral home because it cost less.
  • N.H. was managing debt and borrowing funeral money. Defendants’ combination of low prices and assurances of careful treatment induced her to entrust her husband’s remains to them.

The shared feature was not simply poverty. It was evidence that financial constraints made the particular offer unusually influential and thereby facilitated defendants’ acquisition of remains.

The court did not decide whether the remaining six people identified by the district court also qualified. Its affirmance therefore should not be described as appellate approval of all twenty-one findings.

Shared vulnerabilities remain compatible with individualized proof

United States v. Caballero, 277 F.3d 1235 (10th Cir. 2002), supported the distinction between a shared characteristic and an unsupported class presumption. There, language barriers, unfamiliarity with American law, cultural circumstances, and immigration status helped defendants perpetrate immigration fraud against undocumented immigrants.

The current opinion similarly recognized that multiple victims may share a genuine vulnerability. Individualization requires evidence connecting that vulnerability to each qualifying victim and the offense; it does not require every victim to possess an entirely different weakness.

Blameworthiness as an explanatory principle

United States v. Scott, 529 F.3d 1290 (10th Cir. 2008), quoting United States v. Castaneda, 239 F.3d 978 (9th Cir. 2001), explains that the enhancement addresses conduct more blameworthy because it exploits particular victims or groups. The former decision upheld an enhancement where a defendant exploited a minor victim’s small stature and unusual naivety in a trafficking offense.

That rationale reinforced the result here: exploiting people struggling to pay funeral expenses, while secretly selling their loved ones’ remains, warranted heightened punishment. But this assessment supplemented rather than replaced the required evidence of unusual susceptibility and a nexus to the fraud.

F. Fifteen victims constituted a “large number” in this fraud

United States v. Kaufman and offense-specific context

In United States v. Kaufman, 546 F.3d 1242 (10th Cir. 2008), the defendants’ conduct involved exploitation and abuse of mentally ill residents in an unlicensed group home, including forced labor and involuntary servitude. The court looked to the offense-specific Guidelines governing involuntary servitude to interpret “large number” and concluded that ten victims constituted a large number in that context.

The decision drew on United States v. Anderson, 349 F.3d 568 (8th Cir. 2003), for the observation that the phrase was “largely uninterpreted.” That citation explained the interpretive uncertainty; it did not establish an independent numerical rule for this case.

The important contribution of United States v. Kaufman was its contextual method, not a universal ten-victim threshold. Although the district court relied on that numerical benchmark, the appellate court examined the fraud context separately.

Fraud provisions and the sixteen-victim precedent

The court consulted U.S.S.G. § 2B1.1(b)(2), which contains victim-related thresholds involving five, ten, and twenty-five victims. It also relied on United States v. Caballero, where the enhancement had been sustained in a fraud involving sixteen particularly vulnerable victims.

Against that background, fifteen qualifying victims sufficed here. The holding was deliberately narrow: the court did not decide whether five or ten victims would be sufficient in a fraud case. Nor did it establish fifteen as the minimum or prescribe one numerical threshold for every offense.

G. Koch’s accountability did not depend on personal victim contact

The court rejected Koch’s argument that the additional enhancement required meaningful personal contact with most vulnerable victims. The commentary includes victims of conduct attributable to a defendant under the relevant-conduct rule, U.S.S.G. § 1B1.3. Section 1B1.3(a)(1)(A) expressly includes acts the defendant aided or abetted.

Because Koch aided and abetted the fraudulent scheme, her relevant conduct encompassed qualifying acts performed by Hess in furtherance of it. Her lack of direct interaction with particular victims did not exclude those victims from the count.

The distinction between the two subsections was decisive. Section 3A1.1(b)(1) expressly requires knowledge or constructive knowledge of a victim’s vulnerability. Section 3A1.1(b)(2) adds no separate requirement that the defendant know the vulnerabilities of every person counted. With the first enhancement uncontested, the second asked whether the offense involved a sufficiently large number of vulnerable victims.

This is not unlimited liability for another person’s misconduct. The victims must still arise from conduct properly attributable to the defendant. The holding removes a personal-contact requirement; it does not remove the relevant-conduct boundary.

United States v. Boll

Koch’s reliance on United States v. Boll, 3 F.4th 1099 (8th Cir. 2021), did not alter that conclusion. That decision considered the offense of conviction and all relevant conduct, explaining “context” by reference to offenses of the same kind. It did not restrict the enhancement to victims personally solicited by the defendant. Its formulation thus undermined, rather than supported, Koch’s proposed limitation.

H. The government’s sentencing position did not control the court

The government opposed applying the additional enhancement to Koch at resentencing because it considered itself bound by its plea agreement. It requested 78 months, the highest sentence it believed that agreement permitted it to recommend. The district court nevertheless calculated the advisory range independently.

United States v. Ronquillo, 94 F.4th 1169 (10th Cir. 2024), established the relevant principle: parties’ concessions on legal questions do not bind courts. There, the court independently interpreted a search warrant despite the government’s contrary position below. Likewise, the prosecutor’s view of the enhancement did not settle the Guidelines question.

Koch also argued that the government could not defend the enhancement on appeal after opposing it below. Relying on Richison v. Ernest Grp., 634 F.3d 1123 (10th Cir. 2011), and the earlier appeal, the court distinguished arguments seeking reversal from arguments defending a judgment. An appellee generally may defend a judgment on any ground supported by the record.

A separate plea-agreement question remained unresolved. Koch only suggested, without developed argument, that the government’s presentation of evidence might have breached its promise. Under LaFevers v. Gibson, 182 F.3d 705 (10th Cir. 1999), that inadequately developed issue was waived. The opinion therefore does not decide whether the government’s conduct complied with every contractual obligation imposed by the plea agreement.

I. Rehabilitation: discretionary relevance and plain-error limits

The scope of Pepper v. United States

Hess presented a mitigation report describing educational work, assistance to other prisoners, completed courses, religious study, and service as a suicide-watch companion. The district court acknowledged her positive prison conduct but called it both commendable and unremarkable, noting that prisoners are expected to comply with rules and may receive good-time credit.

Hess relied on Pepper v. United States, 562 U.S. 476 (2011). That decision permits consideration of post-sentencing rehabilitation at resentencing and recognizes that it may support a downward variance. It rejected categorical prohibitions on considering such evidence and explained that sentence reductions and prison good-time credits serve distinct penal purposes.

But Pepper v. United States does not require a sentence reduction whenever rehabilitation is shown. Nor, according to the panel, does it clearly prohibit considering good-time credit when deciding what weight to assign rehabilitation evidence.

Why the challenge failed

Because Hess had not objected at resentencing, United States v. Kee, 129 F.4th 1249 (10th Cir. 2025), required her to establish four elements: error, plainness, an effect on substantial rights, and a serious effect on the fairness, integrity, or public reputation of judicial proceedings.

The court assumed error without deciding whether one occurred. Applying United States v. Booker, 63 F.4th 1254 (10th Cir. 2023), it found that any error was not obvious under settled law. The district court’s comments were not plainly forbidden by the Supreme Court’s permissive rehabilitation rule.

The challenge also failed for lack of prejudice. The sentencing court had explained that the offense’s exceptional seriousness outweighed the mitigating circumstances. Hess did not establish a reasonable probability that a different treatment of rehabilitation would have produced a shorter sentence.

The narrow procedural posture matters. The opinion does not establish that rehabilitation may always be dismissed as ordinary prison compliance, or that good-time credit substitutes for a sentencing assessment. It holds that Hess failed to establish reversible plain error on this record.

J. Koch’s substantial upward variance remained reasonable

Koch argued that 180 months was effectively a life sentence for a seventy-one-year-old with serious health issues, limited criminal history, and a lesser role than Hess. Her sentence substantially exceeded the advisory range of 78 to 97 months.

The court applied the deferential approach articulated in United States v. Rocha. A sentence outside the advisory range carries no presumption of unreasonableness. United States v. Peña, 963 F.3d 1016 (10th Cir. 2020), and United States v. Holt, 161 F.4th 1253 (10th Cir. 2025), likewise confine reversal to decisions outside the bounds of permissible sentencing choice.

The district court had considered Koch’s age, health, and relative culpability. It also considered an earlier fraud-related felony that generated no criminal-history points and found virtually no remorse. Most importantly, it concluded that the Guidelines did not adequately capture the prolonged conduct, betrayal of trust, and extraordinary emotional injuries.

The appellate court supported that reasoning with several precedents:

  • United States v. Doty, 150 F.4th 1351 (10th Cir. 2025), upheld an increase from 33–41 months to 96 months for an atypical and extraordinarily harmful offense.
  • United States v. Rocha upheld an increase from 27–33 months to 60 months where extraordinary recklessness was not fully captured by the Guidelines.
  • United States v. Lawless, 979 F.3d 849 (10th Cir. 2020), upheld an increase from 60 months to 144 months for unusually disturbing and serious arson. It also instructed appellate courts not to reweigh the sentencing factors.
  • United States v. Walker, 74 F.4th 1163 (10th Cir. 2023), upheld an increase from 84–105 months to 300 months based partly on severe mental and physical injury.
  • United States v. Vazquez-Garcia, 130 F.4th 891 (10th Cir. 2025), upheld an increase from 24–30 months to 48 months based partly on lack of remorse.

These decisions did not supply a mathematical approval formula. They established that exceptional harm and lack of remorse can justify substantial variances when supported by individualized explanations.

Koch’s lesser culpability was reflected in the five-year difference between her sentence and Hess’s. The court declined to substitute its own weighting of mitigation for the district court’s reasoned assessment. Describing the conviction as white-collar fraud did not require ignoring the unusually destructive conduct underlying it.

5. Likely Impact and Limits

Financially targeted fraud

The opinion is significant for fraud schemes built around urgent financial needs. It permits courts to recognize susceptibility arising from constrained choices even where victims remain capable of detecting deception. Future applications may turn on whether affordability claims or concessions actually induced particular victims to enter the fraudulent transaction.

Its limit is equally important: offering low prices to people with limited resources does not automatically trigger the enhancement. The record must establish unusual susceptibility and a connection to the actual criminal conduct.

Better sentencing records

The difference between the two appeals illustrates the importance of evidence. General statements about grief failed; individualized accounts explaining why victims chose defendants succeeded. Expert testimony provided context, but victim-specific facts supplied the essential links.

Sentencing courts should therefore identify the vulnerability, explain how it affected the victim’s interaction with the scheme, and connect that effect to the offense. Shared circumstances are permissible; unsupported group assumptions are not.

Group offenses and aiding-and-abetting liability

Defendants who assist a broader scheme cannot defeat the additional enhancement solely by showing that another participant handled customer contact. Nevertheless, attribution must remain grounded in relevant conduct, and the initial knowledge-based enhancement must independently apply.

Numerosity remains partly open

Fifteen qualifying victims now have direct precedential support as sufficient in this mail-fraud setting. Whether five or ten would suffice remains unresolved. Courts should not convert a sufficient number into a mandatory minimum or transplant a threshold between unrelated offense categories without analysis.

Preservation and sentencing discretion

The rehabilitation ruling underscores the importance of making a timely objection when a sentencing court appears to apply a categorical restriction. Koch’s unsuccessful reasonableness challenge also confirms that corrected, lower Guidelines calculations do not necessarily require lower ultimate sentences if the court adequately justifies the variance under § 3553(a).

6. Complex Concepts Simplified

Vulnerable victim
A person whose particular circumstances make them unusually susceptible to the specific crime—not simply someone experiencing hardship.
Nexus
The required connection between vulnerability and the offense. Here, financial hardship made discounted cremation promises especially influential, helping defendants obtain remains.
Particularized findings
Evidence-based explanations about identified people, rather than assumptions that everyone in a demographic or economic group is vulnerable.
Relevant conduct
Conduct considered in calculating the sentence beyond the narrow wording of the conviction count, including acts the defendant aided or abetted when the Guidelines’ attribution rules apply.
Scienter
A knowledge requirement. The initial enhancement requires actual or constructive knowledge of vulnerability; the additional large-number enhancement adds no separate knowledge requirement for every victim counted.
Enhancement versus variance
An enhancement changes the calculated advisory Guidelines range. A variance is the court’s decision to impose a sentence outside that range under the statutory sentencing factors.
Plain-error review
A demanding review standard for an issue not properly raised below. Showing a possible mistake is insufficient; the defendant must satisfy additional requirements concerning obviousness, prejudice, and judicial fairness.
Substantive reasonableness
Whether the sentence’s length falls within the range of permissible choices after considering the offense, the defendant, and the statutory purposes of punishment.

7. Conclusion

United States v. Hess clarifies that exploited financial hardship can establish vulnerable-victim status without proof that victims were unusually incapable of detecting fraud. The essential requirement remains individualized evidence connecting the vulnerability to the offense.

The court also held that fifteen qualifying victims sufficed in this mail-fraud case and that an aider and abettor need not personally interact with every victim counted. Its rehabilitation and variance rulings reinforce the importance of preserving objections and the substantial discretion afforded to reasoned sentencing decisions. Both defendants’ sentences were affirmed.