United States v. Leahy, John J. ( 2006 )


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  •                               In the
    United States Court of Appeals
    For the Seventh Circuit
    ____________
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    UNITED STATES OF AMERICA,
    Plaintiff-Appellee,
    v.
    JOHN J. LEAHY, WILLIAM E. STRATTON,
    JAMES M. DUFF, and TERRENCE DOLAN,
    Defendants-Appellants.
    ____________
    Appeals from the United States District Court
    for the Northern District of Illinois, Eastern Division.
    No. 03 CR 922—Elaine E. Bucklo, Judge.
    ____________
    ARGUED JUNE 9, 2006—DECIDED OCTOBER 4, 2006
    ____________
    Before RIPPLE, MANION, and SYKES, Circuit Judges.
    MANION, Circuit Judge. This appeal stems from James
    Duff’s admitted, successful schemes to cheat the City of
    Chicago out of funds slotted for minority- and women-
    owned businesses and to swindle various workers compen-
    sation insurance providers out of proper premiums. Duff’s
    expansive plots swept up many of his business associates
    and family members, and this appeal consolidates a broad
    range of challenges (by him and them) to pleas, jury convic-
    tions, and sentences. We affirm in part and reverse in part.
    2                  Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    I.
    Two complex fraud schemes hatched by James Duff, a
    Chicago businessman, are at the heart of this case. Despite
    the significant overlap between the participants and compa-
    nies that figure in the two plots, we will discuss the facts of
    each separately in the interest of clarity.
    A. City Scheme
    In 1990, the City Council of Chicago passed an ordinance
    to grant an advantage to select businesses owned by
    minorities (“MBEs”) and women (“WBEs”) in the award of
    city contract money. Specifically, Chicago’s Purchasing
    Agent had to “establish a goal of awarding not less than
    25% of the annual dollar value of all Contracts to qualified
    M.B.E.s and 5% of the annual dollar value of all Contracts to
    qualified W.B.E.s.” In addition to requiring the heads
    of departments and agencies to work with the Purchasing
    Agent to meet this goal, the ordinance also contained an
    explicit provision setting aside certain contracts for qualified
    MBEs and WBEs that met “target market requirements.”
    Companies that wished to obtain a contract with the city,
    but which were neither MBEs nor WBEs, had to commit to
    expend 25% of the value of the contract with MBEs and 5%
    with WBEs. The ordinance included subcontracting as one
    of the various ways to fulfill this requirement. Penalties for
    a contractor’s failure to meet the appropriate percentages
    ranged from liquidated damages to termination.
    While the ordinance provided substantial assistance to
    MBEs and WBEs, it imposed heavy restrictions on which
    companies qualified. In particular, it limited its applica-
    tion based both on owner involvement in the business and
    the level of success achieved by the business. For a business
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                     3
    to qualify as an MBE, one or more members of a minority
    group must have ownership of 51% of the company, and
    one or more members of a minority group must have day-
    to-day management and control. The ordinance defined a
    WBE in like manner, substituting women for minorities. A
    figurehead minority or woman owner, therefore, would not
    be enough for certification; a member of one of these select
    groups must own and, for all practical purposes, run the
    business.
    There was an additional limitation. Chicago prohibited
    any “Established Business” from gaining this favored status.
    According to the ordinance, an established business was one
    which, “by virtue of its size and capacity . . . does not need
    to be a participant in the Program in order to effectuate the
    purposes of the Program . . . .” Giving further guidance, the
    ordinance presumed a business met this definition if it (and
    any affiliates) totaled $17 million in average annual gross
    receipts over a three-year period. This restriction indicates
    that Chicago was not interested in subsidizing entrenched,
    successful businesses, even if the businesses were owned by
    women or minorities. As a former city official put it at trial,
    “it was a program to assist those companies to win contracts
    with the City in a competitive situation and become eco-
    nomically viable so that they, in fact, could compete as
    prime contractors.” In other words, this was an affirmative
    action program whose fruits were reserved for fledgling
    minority and women businesses.
    When Chicago passed the ordinance, James Duff, a
    white man, controlled numerous businesses in the city. For
    purposes of the present discussion, we focus our attention
    on two of those businesses. First, he controlled Windy City
    Maintenance (“Windy Maintenance”), a company providing
    janitorial services, which Duff incorporated in 1989. While
    4                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    his mother, Patricia Green Duff (“Green Duff”), was Windy
    Maintenance’s sole shareholder, this was an empty for-
    mality as she had no real involvement with the business,
    exercising no control over its affairs and spending con-
    siderable time in vacation homes in Florida and Wisconsin.
    Duff himself actually ran Windy Maintenance, making
    all substantive financial and business decisions, including
    hiring employees and negotiating contracts. Second,
    Duff controlled a company named Remedial Environmental
    Manpower (“Remedial”), which “manage[d] and provide[d]
    manpower for environmental cleanup.” Remedial was
    incorporated in 1988, and its purported owners were
    William Stratton (“Stratton”), who owned fifty-five percent
    of the stock, and Green Duff, who owned the remaining
    forty-five percent. Stratton, a black man, acted as the
    occasional driver and companion of Duff’s father,
    a friendship dating back to earlier union days. Stratton
    routinely came to the Remedial office (space shared with a
    number of other Duff businesses) shortly before lunch in the
    company of Duff’s father and, while there, mainly played
    cards with members of the Duff family and watched
    television. For the early part of its existence, Remedial was
    more of an empty shell than a thriving concern, or as Duff
    himself put it, “a company that didn’t work out.” To the
    extent that Remedial was an actual company, however, Duff
    was in charge.
    With Green Duff and Stratton in the ownership positions
    of these companies, Windy Maintenance and Remedial
    appeared, at least superficially, well-positioned to obtain
    WBE and MBE certification after the passage of the ordi-
    nance. Of course, for either to gain such a status, Duff
    would need to obscure his kingship over the companies.
    Windy Maintenance was the first to try to take advantage
    of the ordinance. In 1991, it applied for certification as
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                     5
    a WBE, claiming in the application that Green Duff, who
    used her maiden name, Patricia Green, both owned and
    ran the company. Green Duff repeated this representation to
    city officials during a subsequent certification interview,
    and Windy Maintenance obtained the desired certification
    as a WBE. Windy Maintenance retained this position for
    several years, with corporate officers, such as Terrence
    Dolan, submitting annual renewal applications that reiter-
    ated the false description of Green Duff’s role.
    Windy Maintenance’s certification allowed it to win
    lucrative contracts with Chicago and subcontracts with City
    contractors specifically because of its WBE status. In
    particular, Windy Maintenance entered into subcon-
    tracts to provide janitorial services for a terminal at
    O’Hare International Airport and the Harold Washing-
    ton Library. Windy Maintenance also contracted directly
    with Chicago for similar services at the city’s 911 Center and
    a district of the Chicago Police Department. In 1999, Windy
    Maintenance informed the city that it would no longer
    apply for WBE certification as it had reached the maximum
    dollar limits it could obtain under the program. Over the
    years in which Windy Maintenance was certified as a WBE,
    it obtained $37,512,279 from these contracts
    and subcontracts. Throughout this time, Duff was totally
    in charge at Windy Maintenance.
    Remedial’s big break came slightly later than that of
    its sister company. In approximately 1991, Duff was ap-
    proached by James Barry, a long-time friend and business
    associate, to discuss providing the labor portion of a bid that
    Barry’s company, Waste Management of Illinois (“Waste
    Management”), was submitting to Chicago. Chicago was
    looking for a company to provide construction, administra-
    tion, and labor services for four new recycling centers as
    6                  Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    part of the city’s Blue Bag recycling program. Of course,
    Chicago’s involvement meant that the winning bid had to
    comply with the strictures of the 1990 ordinance. Duff
    responded to Barry’s solicitation that he could not only
    fulfill Waste Management’s labor needs, but could do so
    using a company that could achieve MBE
    certification—Remedial. Remedial’s lack of work experience
    did not faze Barry. He was selecting Duff, a friend and
    established businessman who had consistently met Barry’s
    expectations in past projects, while getting credit for hiring
    an MBE. As Barry put it at trial, “it was my understanding
    that no matter what the ownership structure of the company
    would be, that I was going to continue to deal with Jimmy
    and rely on Jimmy to operate and control.” After eventually
    winning the Blue Bag contract, Waste Management desig-
    nated Remedial as its MBE subcontractor in its 1993 plan to
    the city.
    Obtaining certification as an MBE turned out to be a much
    trickier proposition for Remedial than it had been for Windy
    Maintenance. In 1993, Remedial submitted its initial certifi-
    cation affidavit to the city’s purchasing agent for approval.
    This application revealed that Ellen Niemeier was the sole
    minority shareholder and contained no references to Duff’s
    mother, Green Duff. Duff’s influence had not diminished, as
    Ellen Niemeier happened to be his wife. Nonetheless, the
    application raised a variety of concerns with the relevant
    Chicago officials. In particular, they had questions about the
    roles of Stratton and Niemeier, as well as Remedial’s overall
    viability and independence, worries prompted by several
    allusions to Duff and his companies on the application.
    These concerns were heightened when the city contacted
    clients of Remedial who indicated that they only dealt with
    James Duff. Faced with a variety of red flags, the city issued
    a preliminary denial of MBE status in 1993.
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                   7
    For his part, Stratton immediately and vigorously op-
    posed this ruling in meetings and through a number
    of filings, including an affidavit from Duff expressly
    denying his involvement with Remedial. Still, the city
    held strong. In 1994, however, Remedial submitted an
    entirely new application that reported Stratton was the
    sole owner of the business and that removed all of the
    troubling references to Duff and his companies. After
    another review, the city changed course and approved
    Remedial as an MBE. Obtaining MBE status, Remedial
    officially became an MBE subcontractor in the city’s
    Blue Bag program, providing the labor for Waste Manage-
    ment at the four recycling centers. During the life of its
    contract with Waste Management, Remedial received
    approximately $74,849,310 from the city program.
    During the 1990s, money often flowed through Windy
    Maintenance and Remedial (and other Duff-controlled
    companies) to American Management and Consulting
    (“American”). While American was supposedly a consulting
    company, in actuality Duff, its owner, basically used it as a
    payroll company. Duff would instruct his payroll specialist
    to transfer money from a company like Remedial to Ameri-
    can, then make payments to family members and others out
    of that account. Moreover, Stratton and other employees
    would often receive and cash large checks, and, on Duff’s
    instructions, would return the entirety of the proceeds to
    Duff for his use.
    Duff’s shenanigans eventually garnered media scrutiny,
    which led to a city investigation into the propriety of the
    certifications. In order to evade city investigators, Duff
    had office personnel spend weeks tutoring Green Duff
    so that she could give the impression that she actually
    ran Windy Maintenance. To complete the illusion, Duff
    8                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    installed Green Duff in his actual office, going so far as to
    change the buttons on the switchboard to reflect that the
    main office was hers. While Green Duff had a rocky inter-
    view with city inspectors, Duff convinced his employees
    and business associates to corroborate the story that she was
    in charge. In particular, Duff’s primary insurance agent,
    John Leahy, told Adrienne Hiegel, an assistant state’s
    attorney, that he met solely with Green Duff on insurance
    matters for Windy Maintenance and that he had no contact
    with Duff on these matters. The ruse worked, and Chicago’s
    investigation faltered. Likewise, Stratton convinced city
    investigators he actually ran Remedial.
    While the city could not pierce the conspiratorial curtain,
    federal investigators eventually did. As will be ex-
    plained further in conjunction with the insurance scheme, in
    2003, Duff, Stratton, Green Duff, and Dolan were
    each indicted for offenses arising out of their actions in
    the city scheme.
    B. Insurance Scheme
    We now shift our attention to Duff’s endeavors to cheat
    his insurers, a fraud of even longer duration. This
    scheme introduces yet another company controlled by Duff:
    Windy City Labor Service (“Windy Labor”). Windy Labor
    provided temporary employees to various liquor ware-
    houses and other clients.
    Before detailing the scheme, a working knowledge of the
    mechanics of the Illinois workers compensation system is
    necessary. Illinois generally requires employers to have
    workers compensation insurance. Because some em-
    ployers with high risk histories would be unable to obtain
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                   9
    insurance in the open, voluntary market, Illinois created
    an assigned risk pool to provide insurance to these busi-
    nesses. While all insurance companies providing workers
    compensation insurance contribute to the assigned risk
    pool, a small subset actually administer the insurance
    policies in the assigned risk pool, charging higher premiums
    (because of higher risks) and obtaining reimbursements for
    their costs. A business can apply for assigned risk insurance
    only after receiving two rejections on the voluntary market.
    When a business applies, Illinois itself actually does not
    decide upon the carrier but farms this task out to the
    National Council on Compensation Insurance (the “Insur-
    ance Council”). The Insurance Council assigns applicants to
    participating insurance companies and sets advisory rates
    for the calculation of premiums.
    Premiums for workers compensation insurance are
    calculated using three independent factors. First, the
    insurance company must determine the correct classifica-
    tions for the various jobs performed by the insured’s
    employees. Each type of job has an advisory rate set by the
    Insurance Council, which reflects the relative riskiness of
    that position. The second factor is the amount of payroll in
    each job classification. The premium’s final element is the
    experience modifier, a number determined by the Insurance
    Council that compares an employer’s past claim history to
    the past claim history of the average employer in that job
    classification. If a company has a claims history that is
    average in its field, the experience modifier will be one. As
    the number of claims increases, so does the modifier (and by
    extension, the premium). However, an extremely high
    modifier, for example one reflecting double or triple the
    average amount of claims, might instead indicate improper
    classification of employees. The insurance company calcu-
    10                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    lates the premium by multiplying the job classification rate
    by the payroll and that amount by the experience modifier.
    With this background, we now examine Duff’s insurance
    fraud. Windy Labor first applied for placement in the
    assigned risk market through its insurance broker, John
    Leahy of Leahy & Associates, in 1982. In the initial ap-
    plication, Leahy described Windy Labor as a company
    that “will provide various labor type jobs as they arise.
    The work will vary, will include janitorial work, truck
    helpers, warehousing, bottling. It is a temporary service
    for labor-type work.” The initial classification codes
    submitted—warehousing, bottling, janitorial, and truck
    helper employees—were consistent with this information.
    A report from later in the year was even more blunt in its
    assessment of the Windy Labor work force: “As mentioned,
    these are usually people out of work or skid row bums
    working for drinking money.” The Insurance Council
    assigned Windy Labor to Casualty Insurance (“Casualty”)
    as its workers compensation insurance provider.
    Casualty provided Windy Labor with insurance from the
    assigned risk pool until 1995. During this time, Windy
    Labor applied annually for renewal of this insurance,
    sending updated payroll and classification numbers. These
    renewals were largely automatic between Windy Labor and
    the insurance provider, but Casualty continued to
    send Leahy & Associates copies of policies and applications.
    For the first few years, the classifications remained constant,
    but in 1985, a drastic shift occurred. The application intro-
    duced a clerical workers category and, from the start, this
    new classification included the largest portion of payroll,
    dwarfing other more established categories such as ware-
    housing and janitorial. Again, Leahy & Associates received
    a copy of the policy reflecting this change from Casualty.
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                   11
    Throughout the remainder of Windy Labor’s relationship
    with Casualty, the clerical category continued to dominate
    the other classifications, ending with over $1.7 million out
    of a total payroll of approximately $2.1 million in that
    category. While the categories had changed on paper,
    Windy Labor had not actually shifted its operations from
    labor to clerical work. Duff had decided to keep the premi-
    ums down by making what would turn out to be massive
    and long-term misrepresentations.
    To effectuate this scheme, Duff wove an intricate web of
    lies using employees and business associates. Duff met with
    auditors, giving fake figures regarding the business, and
    initiated his office manager in the ways of falsely represent-
    ing the employees as clerical. Windy Labor provided client
    lists with false designation and engaged in delay and
    suppression of payroll records.
    Red flags flew. Casualty obtained loss runs, which are
    summaries of the injury claims, and showed nearly all
    Windy Labor injuries coming from the warehousing
    class, even though clerical was dominant. Casualty also sent
    multiple notices of cancellation during the period of cover-
    age because of Casualty’s inability to complete audits. While
    the policy was never cancelled, Casualty transmitted these
    notices to Leahy & Associates. Casualty did not catch on to
    the fraud before it left the assigned risk pool in 1995.
    When Casualty left the assigned risk pool in 1995, Windy
    Labor had to apply for a new assigned risk carrier. This
    became a familiar refrain, as Windy Labor was left search-
    ing for carriers in 1998, 1999, and 2000.1 The person at Leahy
    1
    For purposes of completeness, the relevant carriers were
    (continued...)
    12                  Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    & Associates responsible for the account was Edward
    Wisniewski, who assumed this duty in 1989. Wisniewski’s
    primary role was completing insurance applications and
    contracts, though he also interfaced between Windy Labor
    and the relevant insurer, passing along any concerns or
    questions from one to the other.
    Despite the frequent turnover in insurance companies, the
    scheme continued. Duff remained resolute in his belief that
    the premiums were too high and continued to have his
    office employees overstate the clerical portion of the
    workforce. Complicating matters for Windy Labor,
    the insurance companies expected to conduct routine audits
    to verify the information on the policies. Rather than giving
    the information, which would reveal the plot, Windy Labor
    employees stonewalled auditors, submitted false worker
    information and client lists, and even forged a letter suppos-
    edly from an outside accountant that confirmed the lies.
    Windy Labor’s actions did not go completely unno-
    ticed. Both USF&G and Kemper threatened to cancel their
    policies for failure to submit to audits. Wisniewski was
    informed and often worked with Windy Labor employees
    to avert this possibility by revealing some information that
    would satisfy the insurer without endangering the scheme.
    This worked to some extent. For example, USF&G left the
    assigned risk pool in 1998 without ever completing its final
    audit. For its part, the Insurance Council tried to untangle
    the disconnect between the small number of warehouse
    workers and the huge number of claims emanating from
    1
    (...continued)
    USF&G (1995-1998), Kemper (1998-1999), Amcorp (1999-2000),
    and Travelers (2000-present). We will discuss each as necessary to
    illuminate the fraud.
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                   13
    this class. In response, Wisniewski and Windy Labor offered
    a compelling mix of rationalizations and false information,
    including doctored client lists, to defuse the inquiry.
    Circumstances surrounding Kemper’s response to its
    unsatisfying audit cast some additional light on the fraud.
    Receiving a cancellation notice in 1999, Duff instructed his
    office manager, Cathy Martinez, to call Leahy to sort out the
    problem. Martinez and another Windy Labor employee,
    Heather Placek, had a conference call with Leahy and
    Wisniewski shortly thereafter. Without going into the
    details of the situation, Martinez told Leahy that Duff asked
    her to talk to him. According to Martinez, Leahy’s response
    was “you know, you got to do whatever you got to do to get
    this done or you’re not going to have insurance.” At this
    point, Placek, who had limited exposure to the insurance
    scheme, pointedly stated, “Has this occurred to anyone that
    this is insurance fraud?” According to Martinez, after a
    pause, Leahy again responded that Windy Labor had to do
    whatever it took to get this done, or they would not have
    insurance. Eventually, the plotting was rendered irrelevant
    when Illinois would not let Kemper terminate the insurance
    contract for procedural reasons. Still, Windy Labor’s actions
    had significant repercussions. As Kemper had not been able
    to complete its audit, Windy Labor was barred from
    placement in the assigned risk pool. Moreover, Kemper re-
    ferred Windy Labor to the Insurance Council, alerting
    that organization to its belief that Windy Labor was engag-
    ing in premium misrepresentation.
    The failure to complete audits, however, was not the
    only red flag. Windy Labor had an extremely high ex-
    perience modifier during this time because of its rampant
    misclassification of its work force. At one point, the experi-
    ence modifier reached 3.23, which meant that Windy Labor
    14                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    had more than three times as many accidents as the average
    employer in its category. As one USF&G employee testified
    at trial, “this mod actually is extremely high, considering
    that . . . most of the employees were clerical . . . [b]ecause
    clerical positions normally don’t generate a high percentage
    of loss or injury on the job.” Later, when Windy Labor was
    barred from the assigned risk pool in 1999, Leahy & Associ-
    ates turned to another broker, Vincent Braband, to help with
    obtaining insurance in the voluntary market. While review-
    ing the file, Braband immediately noticed the extremely
    high experience modification factor (2.78), which was the
    highest he had seen and which he took as a signal of
    misclassification. This notion was confirmed when he
    sent the numbers to Amcorp Insurance, whose agent also
    noted the modification factor and felt that it was a clear sign
    of misclassification.
    Leahy & Associates, uniformly in the person of
    Wisniewski, repeatedly learned of these red flags. At one
    point, USF&G contacted a Windy Labor client who actu-
    ally spoke candidly (and truthfully) about what Windy
    Labor workers did at his company. Upon learning of this
    conversation, Wisniewski responded that the information
    was wrong and relayed the issue to Duff, who pressured the
    client into retracting. A few years later when Braband was
    attempting to find a voluntary carrier for Windy Labor, he
    inspected the file and spotted the small labor classification
    with an extremely high number of manual accidents.
    Together with the experience modification issue, Braband
    felt the clerical was grossly overestimated and told
    Wisniewski as much, explaining that he needed correct
    classifications for any possibility of placement. Faced with
    these objections, Wisniewski immediately submitted new
    numbers to Braband, flipping the clerical payroll from $1.2
    million to $600,000, the warehousing amounts from $75,000
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                 15
    to $1.2 million, and the janitorial amounts from $91,000 to
    $800,000. Eventually, Amcorp agreed to insure Windy
    Labor, but the premium was more than three times what
    Windy Labor had been paying.
    In 2000, after Amcorp declined to renew Windy Labor’s
    voluntary policy because of the high rate of claims, Duff
    decided to combine Windy Labor with a different Duff
    company that had a good insurance track record, Remedial.
    Hoping to avoid revealing Windy Labor’s experience
    modifier (and take advantage of Remedial’s low modifica-
    tion factor), this transaction was styled as a purchase and
    not disclosed as required. Despite repeated requests by
    insurance providers for information about the combination,
    Wisniewski and Windy Labor/Remedial employees (includ-
    ing Stratton) stonewalled and responded that no such
    information was needed. On account of this tactic, Remedial
    had problems obtaining insurance for the Windy Labor
    portion of the business. Eventually, however, it contracted
    with Travelers, which forced Remedial/ Windy Labor to
    send, in 2001, a form acknowledging the merger after
    Travelers threatened cancellation of its policy. Travelers
    continues to provide workers compensation insurance to
    Remedial, though the Insurance Council adjusted the
    experience modifier based on the completed form.
    Through this extensive scheme to hide the true nature
    of Windy Labor’s business, the company paid approxi-
    mately $1.09 million less in premiums than it should have.
    C. Trial
    In 2003, the federal government charged the major players
    in the Duff frauds in a thirty-three count indictment cover-
    ing both schemes. Basically, the indictment charged the
    16                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    various defendants with violations of RICO, mail and wire
    fraud statutes, money laundering, and tax offenses. Shortly
    before trial, Duff pleaded guilty to all counts. Dolan fol-
    lowed suit. Although Green Duff was indicted, prosecutors
    declined to try Green Duff because of a rapid decline in her
    mental health. Wisniewski, Leahy, Stratton, and a Remedial
    supervisor, Starling Alexander, went to trial. After a month-
    long trial, the jury returned guilty verdicts for all the
    defendants except for Alexander, who was only tangentially
    involved in the scheme.
    The district court sentenced Duff to 118 months’ imprison-
    ment and ordered restitution in the amount of
    $12,026,582.02. The district court sentenced Stratton to
    seventy months’ imprisonment and restitution in the
    amount of $7,370,739.00. The district court sentenced Dolan
    to twenty-one months’ imprisonment. The district court
    sentenced Leahy to forty-six months’ imprisonment and
    ordered restitution in the amount of $1,093,566.00.
    Wisniewski received a sentence of a year and a day and
    chose not to appeal.
    II.
    In this consolidated appeal, the defendants attack jury
    convictions, pleas, and sentences. For Duff, Dolan, and
    Stratton, the centerpiece of their appeals challenges the
    sufficiency of the indictment, alleging that the fraud on the
    city could not meet the requirements of mail or wire fraud.
    Building from this foundation, Stratton, joined by Duff,
    argues that, if the mail and wire fraud counts do not
    constitute crimes, the money laundering charges, which rely
    on them, necessarily falter. Stratton also challenges
    the prejudicial spillover effect of this allegedly improper city
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                      17
    scheme evidence, which he believes led to his conviction on
    the RICO conspiracy and the insurance fraud counts.
    In addition to the major argument concerning the wire
    and mail fraud counts, Duff raises a number of challenges to
    his sentence. He first contends that the district court should
    not have calculated his guidelines offense level using a $10
    million loss to the city since, he claims, the city actually lost
    nothing on the contracts. Duff also asserts that the district
    court erred by not awarding him a full three-point reduction
    for acceptance of responsibility and by applying several
    improper enhancements. Finally, Duff argues that restitu-
    tion to Chicago was improper, returning to his theme that
    the city suffered no loss.
    Leahy, for his part, begins with a sufficiency of the
    evidence challenge and also contends that the district court
    erred by delivering an “ostrich” jury instruction. Leahy also
    faults the district court for a range of evidentiary decisions.
    He proceeds to argue that the district court erred by not
    severing the trial of the insurance fraud counts from the trial
    of those counts involving the city scheme. Leahy concludes
    his challenges by asserting that the district court improperly
    calculated the period of his involvement in the conspiracy,
    which redounded to his detriment at sentencing.
    STRATTON, DUFF, AND DOLAN’S TRIAL, PLEA, AND
    SENTENCING ISSUES
    A.
    We first consider Duff, Dolan, and Stratton’s argument
    that the city scheme referenced in the indictment cannot
    support a conviction under the applicable mail and wire
    fraud statutes. Specifically, they contend that the only loss
    Chicago suffered was to its regulatory interests—an intangi-
    18                  Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    ble right unprotected by these statutes. We review a chal-
    lenge to the sufficiency of an indictment de novo. See United
    States v. Gee, 
    226 F.3d 885
    , 891 (7th Cir. 2000); United States
    v. Briscoe, 
    65 F.3d 576
    , 582 (7th Cir. 1995).
    We begin our evaluation of the indictment’s validity by
    examining the words of the relevant statutes, the first be-
    ing mail fraud.
    Whoever, having devised or intending to devise any
    scheme or artifice to defraud, or for obtaining money or
    property by means of false or fraudulent pretenses,
    representations, or promises . . . for the purpose of
    executing such scheme or artifice or attempting so to do,
    places in any post office or authorized depository for
    mail matter, any matter or thing whatever to be sent or
    delivered by the Postal Service, . . . shall be fined under
    this title or imprisoned not more than 20 years, or both.
    
    18 U.S.C. § 1341
    .
    “The elements of wire fraud under 
    18 U.S.C. § 1343
     di-
    rectly parallel those of the mail fraud statute, but require the
    use of an interstate telephone call or electronic communica-
    tion made in furtherance of the scheme.” Briscoe, 
    65 F.3d at 583
    . The requisite elements of these offenses, therefore, are
    three: (1) a scheme to defraud; (2) an intent to defraud; and
    (3) use of the mails or wires in furtherance of the scheme.
    See United States v. Henningsen, 
    387 F.3d 585
    , 589 (7th Cir.
    2004); United States v. Britton, 
    289 F.3d 976
    , 981 (7th Cir.
    2002). Cases construing one are equally applicable to the
    other. See United States v. Stephens, 
    421 F.3d 503
    , 507 (7th Cir.
    2005). To show the intent to defraud, we have consistently
    required a “wilful act by the defendant with the specific
    intent to deceive or cheat, usually for the purpose of getting
    financial gain for one’s self or causing financial loss to
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                     19
    another.” Britton, 
    289 F.3d at 981
    . See also United States v.
    Davuluri, 
    239 F.3d 902
    , 906 (7th Cir. 2001); United States v.
    Hickok, 
    77 F.3d 992
    , 1003 (7th Cir. 1996) (stating that mail
    and wire fraud are specific intent crimes). These statutes do
    not require the government to prove either contemplated
    harm to the victim or any loss. See United States v. Vincent,
    
    416 F.3d 593
    , 600-01 (7th Cir. 2005) (addressing loss); United
    States v. Fernandez, 
    282 F.3d 500
    , 507 (7th Cir. 2002) (discuss-
    ing contemplated harm). Moreover, a defendant’s honest
    belief that his actions will ultimately result in a profit and
    not a loss is irrelevant for determining whether a violation
    has occurred. See Davuluri, 
    239 F.3d at 906
    ; United States v.
    Masquelier, 
    210 F.3d 756
    , 759 (7th Cir. 2000).
    The mail and wire fraud counts of the indictment dedi-
    cated to the city scheme (Counts 2-15) charged that
    Duff, Stratton, Dolan, and others hatched and executed
    a plan to obtain fraudulently over $100 million in con-
    tracts and subcontracts from the city of Chicago by lying
    about the Windy Maintenance and Remedial ownership
    structure. The indictment goes on to detail precisely how
    Duff and the others used or caused to be used the mails and
    wires in furtherance of this scheme.
    The defendants, however, believe that, despite its ex-
    press references to the money they obtained, the indictment
    did not allege a deprivation of money or property. They
    arrive at this interesting conclusion by positing that Windy
    Maintenance and Remedial fulfilled their obligations under
    the relevant contracts or subcontracts. The argument
    continues that because the city would ostensibly have paid
    the same for the provided services regardless, Chicago lost
    no money. According to the defendants, Chicago only lost
    a regulatory interest in controlling exactly where its money
    went. They conclude, therefore, that the mail and wire fraud
    20                  Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    counts of the indictment charged an intangible rights
    scheme, which cannot survive under Supreme Court
    precedent like McNally v. United States, 
    483 U.S. 350
     (1987)
    and, more recently, Cleveland v. United States, 
    531 U.S. 12
    (2000).
    Despite the defendants’ contortions to squeeze this case
    into the intangible rights category, we cannot agree that it is
    such a case. The mail and wire fraud statutes require that
    the object of the fraud is money or property, rather than an
    intangible right.2 See Cleveland, 
    531 U.S. at 15
     (stating that
    “for purposes of the mail fraud statute, the thing obtained
    must be property in the hands of the victim”); McNally, 
    483 U.S. at 360
    . In Cleveland, the scheme turned on defrauding
    the government out of a video poker license by making false
    statements on the licensing application. Id. at 15-17. The
    Supreme Court indicated that a violation of § 1341 or § 1343
    must implicate a government’s role as a property holder, not
    just its role as sovereign. Id. at 23-24. In Cleveland, the Court
    found that falsely obtaining a license did not. Id. at 21-23.
    The Court noted that the licenses sought “do not generate
    an ongoing stream of revenue” and, importantly for the
    present case, “the Government nowhere alleges that Cleve-
    land defrauded the State of any money to which the State
    was entitled by law.” Id. at 22. Turning its attention to the
    government’s argument that the state had a right to
    choose to whom it would award a license, the Court re-
    sponded that this was not a property right, but an intangible
    right—the power to regulate. Id. at 23.
    2
    We, of course, acknowledge a limited exception to this rule for
    the deprivation of the “intangible right of honest services.” 
    18 U.S.C. § 1346
    . Congress grafted this additional ground for mail
    and wire fraud on to the money and property requirement
    in response to McNally. See Cleveland, 
    531 U.S. at 19-20
    .
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                    21
    In our case, however, the scheme precisely and directly
    targeted Chicago’s coffers and its position as a contract-
    ing party. As opposed to the situation in Cleveland, the
    indictment here alleges a plot with an aim different from
    obtaining licenses or certifications. Cleveland addresses a
    situation in which a defendant commits fraud against a
    governmental body only acting as regulator; here the
    fraud was committed both against Chicago as regulator and
    also against the city as property holder. The certifications
    were necessary steps, but they were not the object of the
    long-ranging fraud. That object was money, plain and
    simple, taken under false pretenses from the city in its role
    as a purchaser of services.
    We cannot agree with the defendants that previous
    cases from our court aid their quest to remove the present
    fraud from the reach of the federal mail and wire fraud
    statutes. In United States v. Ashman, 
    979 F.2d 469
    , 479 (7th
    Cir. 1992), we found that one aspect of a fraudulent trad-
    ing scheme did not qualify as mail or wire fraud under
    the federal statutes because there was no possibility of a loss
    given the structure of the daily trading rules. Put another
    way, while fraud occurred, no money or property was
    possibly at issue, so these limited segments of Ashman’s
    overarching fraud could not be punished under § 1341 or
    § 1343. See id. The defendants try to fit the present case
    under Ashman by arguing that Waste Management and
    other such general contractors had agreed with Chicago for
    a price for labor or janitorial services, and the price was
    inflexible, regardless of the fraud. This is a much different
    case from Ashman, which involved a complete physical
    impossibility of loss due to the way that the trading market
    was set up. In this case, Chicago simply received one type
    of services it contracted for through these
    subcontracts—cleaning and janitorial services. Chicago
    22                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    completely lost the other type of services for which it was
    paying the contractors and the Duff companies—services
    performed by an MBE or an WBE precisely because the
    company is a qualified MBE or WBE. Windy Maintenance
    and Remedial would not have received the subcontracts,
    and the general contractors ostensibly would not have won
    the bids, without the fraudulently gained certifications.
    Chicago suffered a loss of money in that it paid for a service
    provided by an MBE or WBE that it did not receive, and
    Ashman does not compel us to conclude otherwise.
    Nor do we believe this case similar to United States v.
    Walters, 
    997 F.2d 1219
     (7th Cir. 1993). In that case, a sports
    agent signed secret contracts to become the agent for a
    variety of athletes while they were still in college and
    receiving scholarship money. See 
    id. at 1221
    . The govern-
    ment’s theory was that Walters committed fraud by causing
    the universities to pay scholarship money to students who
    were ineligible, thus resulting in a loss of money to the
    universities. See 
    id.
     We found the prosecution defective
    because the universities “were not out of pocket to Walters.”
    
    Id. at 1224
     (emphasis in original). Walters did not obtain any
    money from the universities as part of his scheme to
    defraud. In this case, Duff and his cronies engaged in a
    fraud directly targeting the city and, unlike Walters, obtain-
    ing money from Chicago through the fraudulent scheme.
    Looking at the requirements for mail and wire fraud, the
    indictment establishes each element. First, it alleges a
    scheme to defraud the city of money by obtaining con-
    tracts through false pretenses. Both the direct contracts with
    Chicago and the various subcontracts would not have been
    awarded in the absence of the MBE/WBE certifications
    obtained through fraud. Second, the indictment shows an
    intent to defraud Chicago out of its money by engaging in
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                          23
    this practice. As stated above, it does not matter that Duff
    and his cronies thought that Chicago was getting a service
    worth every dime in the contracts.3 All that is required is a
    wilful act with the intent to deceive or cheat by each of the
    defendants, which the indictment demonstrates. Specifi-
    cally, Duff deceived Chicago regarding the true status of his
    companies. Finally, the mails and wires were used in
    furtherance of the scheme. Therefore, we conclude that the
    district court correctly rejected the defendants’ argument
    challenging the sufficiency of the indictment.4
    3
    As the government clearly stated at oral argument, Chicago
    was aware that the services rendered by the MBEs or WBEs
    would not be the most efficient or the lowest-priced possible.
    Nonetheless, the “city was willing to pay these premiums [ ] to
    these MBE/WBE contractors in order to foster their growth and
    to permit them to earn a profit that they would otherwise not
    have access to on a purely open bidding system.” A corollary
    of this proposition is that an efficient, established business, given
    the advantage of MBE/WBE status, would earn more than it
    would normally receive under a truly open bidding system,
    in which it would compete against similarly established com-
    panies with the same experience and efficiencies of scale. Duff
    was a highly experienced businessman who easily made substan-
    tial profits off the MBE/WBE contracts and paid the surplus to
    family members and associates who performed little or no work
    for the various entities under contract. At sentencing, the district
    court emphasized that the goal of Chicago’s program was
    fundamentally frustrated, remarking “it’s a double loss, the loss
    that we computed and the real loss to all the people that didn’t
    get this business, that didn’t get a chance to build their busi-
    nesses, . . . that didn’t get a chance to become successful minority-
    and women-owned businesses, because this huge amount was
    diverted.”
    4
    Given our decision that the indictment properly alleged
    (continued...)
    24                  Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    B.
    We proceed to Duff’s contention that the district court
    improperly calculated his offense level on the fraud convic-
    tions because Chicago suffered no loss. Both parties agree
    that Guideline § 2F1.1 applies to this case. This guideline
    provides a base offense level for crimes involving fraud and
    deceit, then increases the offense level depending on the
    amount of money at issue. U.S.S.G. § 2F1.1(1998). We review
    the definition of loss de novo, and the district court’s
    calculation of the amount of loss for clear error. See United
    States v. Vivit, 
    214 F.3d 908
    , 914 (7th Cir. 2000). Here, the
    district court determined that the amount of loss was the
    amount of profits that Duff gained from the city scheme.
    We agree with Duff that the district court incorrectly
    calculated the amount of loss, but this result will likely not
    mollify him because we further believe that the district
    court’s figure was too low, not too high. Generally, loss
    under § 2F1.1 “is the value of the money, property, or
    services unlawfully taken.” U.S.S.G. § 2F1.1 application note
    8. As the district court concluded, however, a different,
    4
    (...continued)
    offenses under § 1341 and § 1343, Duff and Stratton’s challenge
    to the money laundering convictions also must fail as it is
    based solely on the alleged impropriety of the mail and wire
    fraud charges. Stratton further claims that evidence of the
    city scheme had an improper prejudicial spillover effect that led
    to his conviction on both the RICO count (Count 1) and a count of
    mail fraud relating to his limited participation in the insurance
    scheme (Count 22). This argument hinges on the contention that
    the mail and wire fraud charges should have been dismissed and
    the evidence should not have been presented. As we have ruled
    that Chicago’s scheme charges were proper, this argument
    likewise must fail.
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                       25
    more specific, application note applies in this situation.
    Application note 8(d) provides: “In a case involving diver-
    sion of government program benefits, loss is the value of the
    benefits diverted from intended recipients or uses.” Duff
    argues that this is not a case of “government program
    benefits” and that the application note governing contract
    procurement should apply. Duff is wrong. As the ordinance
    itself states, “[a]n effort to direct contracts to minority- and
    women-owned businesses is required to eradicate the effects
    of discrimination.” This was an affirmative action program
    aimed at giving exclusive opportunities to certain women
    and minority businesses. The contracts which these busi-
    nesses received pursuant to this type of program constitute
    government benefits. We are not alone in this conclusion.
    See United States v. Bros. Constr. Co. of Ohio, 
    219 F.3d 300
    ,
    317-18 (4th Cir. 2000). Application note 8(d), therefore,
    applies.
    The district court, however, erred when it did not calcu-
    late the loss under application note 8(d). Instead of comput-
    ing the total “value of the benefits diverted from intended
    recipients or uses” in its analysis, it used the contract loss
    formula of “contract price minus the benefit provided.”
    Once the district court determined that this was a case
    involving diversion of government benefits, however, it was
    bound to follow the application note that governed this
    situation. See United States v. Sorensen, 
    58 F.3d 1154
    , 1158-59
    (7th Cir. 1995). The correct amount under application note
    8(d) is the value of the benefits diverted, which was over
    $100 million.5
    5
    To its credit, the district court itself expressed reservations
    about using the contract method of evaluating loss, stating “[i]n
    (continued...)
    26                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    Nonetheless, a remand is unwarranted because the
    government did not cross-appeal on this issue. Moreover,
    the fraud counts were grouped with the money launder-
    ing counts pursuant to Guideline § 3D1.2(d), and Duff
    was sentenced based on the money laundering convic-
    tions, as they carried the highest offense level. U.S.S.G.
    § 3D1.3. Even including the proper amount of the loss
    attributable to the wire and mail fraud, it appears that the
    money laundering offense level would still be higher, so
    a remand would change nothing.
    C.
    Turning to Duff’s next challenge, he believes that he
    was entitled to a three-point reduction in his offense
    level because of his acceptance of responsibility. As this
    is a factual finding, we review the district court’s deci-
    sion not to award any points for clear error. See United States
    v. Gilbertson, 
    435 F.3d 790
    , 798 (7th Cir. 2006); United States
    v. McIntosh, 
    198 F.3d 995
    , 999 (7th Cir. 2000). The defendant
    bears the burden of proving that he deserves such a reward.
    See McIntosh, 
    198 F.3d at 999
    . We afford the district court
    large discretion in making this determination because the
    sentencing “judge is in a ‘unique position to evaluate a
    defendant’s acceptance of responsibility.’ ” Gilbertson, 
    435 F.3d at 799
     (quoting U.S.S.G. § 3E1.1, cmt. 5). We allow
    district courts to exercise common sense when evaluating
    the testimony and the defendants. See McIntosh, 
    198 F.3d at 999
    . An appellate court is inherently ill-equipped to make
    5
    (...continued)
    writing this opinion, I am less convinced that I was correct in
    determining ‘loss’ not to be the entire amount of the contract.”
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                     27
    this determination by the very nature of our review, as we
    face a cold record, while the district court actually heard the
    tenor of the defendant’s words and studied his attitude. See
    Gilbertson, 
    435 F.3d at 799
    .
    Guideline § 3E1.1 provides that a court is to give a two-
    point reduction if the defendant “clearly demonstrates
    acceptance of responsibility for his offense,” and that a court
    may give an additional point if the acceptance is timely. The
    application notes to this guideline lay out a variety of
    factors that a court should consider when making this
    determination. Among these factors are whether the
    defendant truthfully admitted the conduct, whether the
    defendant voluntarily made restitution prior to adjudication
    of guilt, whether the defendant gave voluntary assistance in
    the recovery of the fruits of his offenses, whether the
    defendant underwent post-offense rehabilitative efforts, and
    the timeliness of the defendant’s acceptance of responsibil-
    ity. U.S.S.G. § 3E1.1 application note 1.
    The district court did not clearly err when it refused
    to decrease Duff’s offense level. Duff suggests that the
    district court did not attach enough weight to his factual
    basis, plea of guilty, and expressions of remorse, while
    emphasizing too greatly his less-than-forthcoming atti-
    tude at the plea hearing. Given the amount of latitude
    we afford to the district courts in this arena, we disagree.
    First, the district court judged that Duff’s plea did not
    reflect a true belief that he was culpable, but a calculated
    decision to gain the advantage of the reduction. Acceptance
    of responsibility usually will be awarded after a guilty plea,
    but such a plea does not transform this reduction into a
    matter of right. See United States v. Willis, 
    300 F.3d 803
    , 807
    (7th Cir. 2002); United States v. Bothun, 
    424 F.3d 582
    , 586 (7th
    Cir. 2005). Looking at the factual basis and plea hearing,
    28                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    Duff made halting admissions, even to simple questions,
    and refused to go beyond the bare bones of the indictment,
    making the government and the district court struggle to
    obtain many crucial answers about the city scheme. Duff did
    accept and admit many of the non-critical portions of the
    indictment, but consistently fought to reframe the city
    scheme in his own best interests. While a “ ‘defendant is not
    required to volunteer, or affirmatively admit, relevant
    conduct beyond the offense of conviction in order to obtain
    a reduction,’ ” United States v. Carroll, 
    346 F.3d 744
    , 750 (7th
    Cir. 2003) (quoting U.S.S.G. § 3E1.1 application note 1(a)),
    this does not mean that the district court must blind itself to
    a defendant’s conduct and attitude when pleading guilty,
    especially as here when the defendant seems to be using the
    plea hearing to minimize his activity to evade future
    scrutiny. If the defendant takes an overly aggressive
    posture, this could mean that he does not actually accept his
    fault. We cannot categorically say that a district court must
    ignore such indications simply because a guilty plea is
    involved.
    Still, if Duff’s conduct at the plea hearing constituted the
    district court’s only justification for denying this reduc-
    tion, we would be faced with a very close case. But here, the
    district court went further both at the sentencing hearing
    and in its sentencing memorandum and catalogued addi-
    tional support for its conclusion that Duff did not really
    think he was not to blame, no matter his mouthed words of
    remorse. Specifically, the district court mentioned that
    Duff’s contention that “no one else could have done the
    contracts” showed no appreciation for the harm he caused.
    The district court was also disturbed by Duff’s failure to
    acknowledge a fact conclusively demonstrated at trial—that
    Duff used his companies to pay Stratton and family mem-
    bers even though they did no work. As application note 1(a)
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                     29
    states, “a defendant who falsely denies, or frivolously
    contests, relevant conduct that the court determines true has
    acted in a manner inconsistent with acceptance of responsi-
    bility.” U.S.S.C. § 3E1.1 application note 1(a). The district
    court had extensive opportunities to observe and listen to
    Duff and determine whether he was sincerely contrite or
    engaged in spin. Based on our searching review of the plea
    hearing, the sentencing hearing, and the sentencing memo-
    randum, we cannot say that the district court abused its
    discretion in concluding that Duff had failed to accept
    “moral responsibility” for his crimes.
    Ultimately, however, even if we believed that the dis-
    trict court committed some error regarding acceptance of
    responsibility, it was harmless. In its sentencing memoran-
    dum, the district court stated “[s]ince this sentence, under
    Booker, is not limited to consideration of a narrow range
    following a strict determination of points under a particular
    Guidelines Manual, however, I considered the sentencing
    range that would be applicable with or without acceptance
    of responsibility.” The transcript from the sentencing
    hearing also shows the district court properly calculated
    guideline ranges both with and without the acceptance of
    responsibility points. The court then decided upon a
    sentence of 118 months and gave a lengthy explanation both
    at the hearing and in the memorandum regarding its
    decision. As the sentence would have been imposed no
    matter the ruling on acceptance of responsibility, Duff
    suffered no harm.6
    6
    In the event that we had ruled in his favor on the fraud and
    money laundering counts, Duff presented several additional
    arguments regarding enhancements. As we did not agree with his
    (continued...)
    30                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    D.
    Moving to his actual sentence, Duff mounts a reasonable-
    ness challenge. After Booker, a district court must “first
    consult a properly calculated advisory Guidelines range and
    then, by reference to the factors specified in § 3553(a), select
    a sentence either inside or outside the advisory range.” See
    United States v. Walker, 
    447 F.3d 999
    , 1007 (7th Cir. 2006).
    This is a distinction with a difference in our post-Booker
    world, since a sentence within the guideline range is
    presumptively reasonable, see United States v. Owens, 
    441 F.3d 486
    , 490 (7th Cir. 2006), while a sentence outside the
    guideline range requires more explanation based on the
    § 3553(a) factors, see Walker, 
    447 F.3d at 1007
    . The parties
    agreed at the sentencing hearing that without the acceptance
    of responsibility reduction the guidelines range would be
    108-135 months and if acceptance of responsibility was
    counted, the range would drop to 78-97 months. Taking the
    district court at its word that the 118-month sentence
    applied with or without the acceptance of responsibility
    points, this sentence could be deemed either outside the
    guideline range or within. We will only examine the
    sentence as one outside the range since if the sentence
    survives this more searching review, it would obviously
    suffice if within the range (and presumptively reasonable).
    The district court adequately explained the reasons for
    its sentence, examining the various § 3553(a) factors in
    detail. In particular, the district court mentioned the severity
    of the offenses, which defrauded victims of over one
    hundred million dollars. The offenses were not one-time
    affairs, but the long-term duping of the victims by flooding
    6
    (...continued)
    various positions, these arguments are moot.
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                      31
    them with a coordinated attack of falsehoods. Even more
    troubling, Duff used and corrupted his employees and his
    own family, particularly his mother and wife, to satisfy his
    greed. Moreover, the district court also laid emphasis on
    Duff’s ready willingness to flout laws to gain his criminal
    objectives and the apparent difficulty in deterring a man
    who would engage in these types of dealings for over a
    decade. The district court then assessed the nature and
    circumstances of Duff’s character, which further condemned
    him. He acted out of avarice, not necessity, and, as became
    clear at trial, threatened and bullied others to get his way.7
    In short, the district court had a thoughtful and meaningful
    analysis regarding why Duff’s crimes merited 118 months
    of imprisonment. Our review is deferential, as the district
    court was in the best position to judge. See Walker, 
    447 F.3d at 1008
    . The district court’s evaluation gave a mountain of
    reasons for a sentence outside the guidelines range, and we
    find the sentence reasonable.
    E.
    Duff finally argues that the district court’s restitution
    order in the amount of $10,933,016.02 for Chicago was
    improper as Chicago did not lose any money under the
    contracts. Again, we reject Duff’s contention. We review the
    amount of restitution for abuse of discretion. See United
    7
    The trial provided a particularly insightful glance into Duff’s
    personality through the testimony of his own employees,
    auditors, and clients, which demonstrated his willingness to
    scream, bully, and threaten (including threats of harm against
    another’s family) to get his way.
    32                   Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    States v. Brierton, 
    165 F.3d 1133
    , 1139 (7th Cir. 1999). The
    Mandatory Victims Restitution Act (“MVRA”) provides that
    restitution will be ordered to any victim for “an offense
    against property under this title, including any offense
    committed by fraud or d ecei t.” 18 U.S.C.
    § 3663A(c)(1)(A)(ii). The MVRA defines a victim as any
    person directly harmed by a defendant’s criminal conduct
    in the course of a scheme, see United States v. Belk, 
    435 F.3d 817
    , 820 (7th Cir. 2006); 18 U.S.C. § 3663A(a)(2), and a
    government agency can be a victim for these purposes,
    see United States v. Sapoznik 
    161 F.3d 1117
    , 1121 (7th Cir.
    1998). To calculate the restitution amount, the district
    court must determine the loss caused by the crime, which is
    the greater of (1) the value of the property on the date of the
    damage, loss, or destruction, or (2) the value of the property
    on the date of sentencing. Belk, 
    435 F.3d at 819
    ; 18 U.S.C.
    § 3663A(b)(1)(B). The court then subtracts from that amount
    the value of any returned property. Id. Duff contends that
    since his companies performed the contracts, and performed
    them well, the companies returned full value to Chicago for
    its money and that restitution should not be required.8
    Again, Duff misses the point. The contracts were not
    simply for cleaning and labor services but for rendering
    services by legitimate MBE/WBEs. While Duff’s com-
    panies provided valuable cleaning services, they could
    not possibly return Chicago’s property because they
    8
    Duff also suggests, without developing the argument, that it is
    in some way inequitable for a district court to order restitu-
    tion and forfeiture in the same amount. While we recognize to the
    untrained eye, this might appear to be a “double dip,” restitution
    and forfeiture serve different goals, and we have approved of this
    practice in the past. See United States v. Emerson, 
    128 F.3d 557
    , 566-
    67 (7th Cir. 1997).
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                   33
    could not achieve Chicago’s desired goal of developing
    and sustaining an emerging minority business. As the
    government mentioned at oral argument, Chicago was not
    looking for the best deal possible on these contracts pre-
    cisely because it wanted to give the money to nurture
    particular recipients—MBEs and WBEs. Therefore, perform-
    ing the contract adequately did not provide the consider-
    ation for which Chicago bargained: it did not support the
    proper minority or women businesses.
    The question then becomes whether the district court’s
    restitution amount was a correct approximation of the
    difference between the services rendered and what the
    city anticipated from a contract with a proper MBE or WBE.
    We find some guidance from the Sapoznik case
    cited previously. Sapoznik was a suburban police chief who
    received $500 per month for four years from the Mafia to
    shield its gambling interest in his town. See Sapoznik, 
    161 F.3d at 1118
    . The district court ordered restitution to the
    town in the amount of one year’s salary as police chief. See
    
    id. at 1121
    . We recognized that the town likely would
    have never hired Sapoznik had it known of his easy
    virtue, which would mean that it would not have paid
    him salary for any of his four years as chief. 
    Id.
     However,
    we also understood that the town would not have saved the
    entire amount of his salary, as the government suggested,
    because “it would have hired an honest police chief and
    paid him the same.” 
    Id.
     After noting that most of his work
    was exemplary, we found that the restitution order, which
    generously credited Sapoznik for providing value to his
    employer for three-quarters of his salary despite his infidel-
    ity was proper. 
    Id. at 1122
    . “Given the difficulty of estimat-
    ing the loss that he actually imposed on the city (as opposed
    to the gain that he conferred on the gambling dens and the
    34                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    Mafia), we think the district judge acted within the limits of
    her discretion.” 
    Id.
    In the present case, we confront a similar situation in
    which the actual loss to Chicago from not enlisting a true
    MBE or WBE for these contracts is inherently difficult
    to quantify. Faced with this situation, we determine that the
    loss amount calculated by the district court, which effec-
    tively credits the Duff companies as being worth to Chicago
    approximately 90% of a proper MBE/WBE, is a generous
    credit in favor of Duff. Given the wide latitude we afford a
    district court in this situation, we conclude that the district
    court did not abuse its discretion when calculating the
    restitution amount.
    LEAHY’S TRIAL AND SENTENCING ISSUES
    F.
    We now address the issues arising from Leahy’s trial
    and sentencing. First among these is his belief that the
    government did not produce sufficient evidence to convict
    him of mail and wire fraud in connection with the insurance
    scheme. Closely tied to this assertion is Leahy’s theory that,
    given the paucity of the evidence against him, the district
    court should not have given an ostrich instruction, which
    allowed the jury to convict him despite the insufficient
    evidence.
    Turning first to the sufficiency of the evidence, Leahy, like
    all such challengers, carries a heavy burden. We view the
    evidence in the light most favorable to the prosecution. See
    United States v. Tadros, 
    310 F.3d 999
    , 1005-06 (7th Cir. 2002).
    We find the evidence insufficient only if no rational trier of
    fact could have found guilt beyond a reasonable doubt. See
    
    id. at 1006
    . As Leahy was convicted of multiple counts of
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                  35
    mail and wire fraud arising out of the insurance scheme, we
    examine any evidence of a scheme to defraud, an intent to
    defraud, and use of mails and wire to further it. See United
    States v. Seward, 
    272 F.3d 831
    , 835 (7th Cir. 2001).
    Even looking at the evidence in the light most favorable to
    the government, this is a relatively close case. The 1999
    telephone call about the Kemper notice of cancellation,
    together with the circumstances surrounding this call,
    were the strongest pieces of evidence tying Leahy to the
    scheme. As discussed previously, Windy Labor received
    a notice of cancellation from Kemper, its insurer, for fail-
    ure to complete an audit. Martinez, the Windy Labor
    employee who worked most closely on the insurance fraud,
    turned to Duff. For his part, Duff commanded Martinez
    to call Leahy. During the conference call, Leahy ex-
    hibited knowledge that Kemper wanted to cancel the policy
    based on an inability to complete its audit. He did not react
    with surprise. Rather, he suggested that Windy Labor had
    to do whatever necessary to obtain insurance. When Placek
    expressed her feeling that they were perpetrating insurance
    fraud, Leahy did not disagree. There was simply silence,
    eventually broken by Leahy, who reiterated his feeling that
    the options were either do whatever needed to be done or
    have no insurance. Taking the evidence in the light most
    favorable to the government, it seems unlikely that Duff
    would involve Leahy in such a sensitive matter unless
    Leahy knew about the scheme. Moreover, the testimony
    about this phone call shows Leahy was aware of the prob-
    lems with the audit and felt that anything, including
    insurance fraud, was authorized to defuse the potential
    bomb. This is strong evidence of Leahy’s involvement.
    However, this was not the only evidence suggesting
    Leahy’s role in the insurance scheme. The Windy Labor
    36                  Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    account was a haven of red flags that would be obvious
    to anyone familiar with workers compensation insurance.
    At trial, multiple insurance witnesses testified that the
    experience modifier for Windy Labor in the 1990s was
    extremely high, which was a clear tip-off that there might be
    serious job misclassification. In fact, several of the witnesses,
    including a Kemper auditor with over twenty years of
    experience and Braband, the experienced insurance broker,
    stated that they had never come across a modifier that high.
    Besides the high experience modifiers, the loss-run informa-
    tion constituted another red flag. As explained previously,
    the loss runs showed the type of claims filed and the
    classification of the employees who filed them. The loss runs
    compiled for Windy Labor indicated that the injuries were
    occurring almost entirely in the labor categories and
    involved more employees than were actually in that cate-
    gory. This takes on particular significance considering that
    applications and policies sent to Leahy & Associates, and
    sometimes generated by Leahy & Associates, showed that
    the workforce was almost entirely clerical. Finally, insurance
    companies repeatedly issued notices of cancellation to
    Windy Labor, with copies to Leahy & Associates, for failure
    to properly complete the audits.
    Taking the evidence in the light most favorable to the
    prosecution, these red flags are strong circumstantial
    evidence. While there is no direct evidence that Leahy
    looked at any of this information, he would have had
    to completely ignore this part of his business for the
    better part of a decade in order to miss it. Contradicting this
    possibility, Maribel Gomez, one of his employees, described
    Leahy at trial as hands-on boss who was aware of the
    happenings on the policies. The chance that he simply was
    not aware of the doings at his own company seems even
    more unlikely when one considers that it was Leahy, not
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                     37
    Wisniewski, who was Duff’s connection at Leahy & Associ-
    ates. Moreover, it seems most improbable that Wisniewski
    would cooperate in massive fraud for one of Leahy’s family
    friends without Leahy having something to do with it.
    Bolstering this point was Leahy’s willingness to protect
    Duff’s fraud against Chicago by misleading the investiga-
    tors regarding the true structure of Windy Maintenance. The
    evidence of the 1999 telephone conference, combined with
    numerous, significant red flags on the account and the
    circumstances suggesting his involvement, provide suffi-
    cient evidence to support the jury verdict.
    This brings us to the propriety of the ostrich instruction,
    which assumes additional significance given the relatively
    thin evidence here. The ostrich—or deliberate avoidance—
    instruction is used to inform the jury that the legal definition
    of knowledge includes deliberate avoidance of knowledge.
    United States v. Fallon, 
    348 F.3d 248
    , 253 (7th Cir. 2003). The
    district court instructed the jury:
    Knowledge may be proved by the defendants’ conduct
    and by all the facts and circumstances surrounding
    the case. You may infer knowledge from a combina-
    tion of suspicion and indifference to the truth. If you
    find that a person had a strong suspicion that things
    were not what they seemed or that someone had with-
    held some important facts yet shut his eyes for fear of
    what he would learn, you may conclude that he acted
    knowingly as I have used that word. You many not
    conclude that the defendant had knowledge if he was
    merely negligent in not discovering the truth.
    This instruction was nearly identical to the pattern Seventh
    Circuit jury instruction on this subject, see United States
    v. Carrillo, 
    435 F.3d 767
    , 779 (7th Cir. 2006), and Leahy
    does not argue that the formulation of the instruction
    38                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    was error. Rather, Leahy argues that evidence is insufficient
    to support the ostrich instruction. We review the district
    court’s decision to give this instruction for an abuse of
    discretion, viewing the evidence in the light most favorable
    to the government. See United States v. Craig, 
    178 F.3d 891
    ,
    896 (7th Cir. 1999); United States v. Trigg, 
    119 F.3d 493
    , 504
    (7th Cir. 1997).
    The ostrich instruction is appropriate if a defendant claims
    a lack of guilty knowledge and the evidence supports an
    inference of deliberate avoidance. See, e.g., Fallon, 
    348 F.3d at 253
    . This second prong means that a defen-
    dant deliberately avoided acquiring knowledge of the crime
    being committed by cutting off his curiosity through an
    effort of the will. 
    Id.
     Inherent in this instruction is the
    difficulty in distinguishing between the cutting off of
    one’s curiosity and a simple lack of effort. See Carrillo,
    
    435 F.3d at 780
    . The latter cannot be punished.
    Leahy only attacks the second prong of the ostrich
    instruction requirements, contending that the evidence
    did not support an inference of deliberate avoidance but
    only showed a simple lack of effort. Taking the evidence
    in the light most favorable to the government, we cannot
    agree and do not believe that the district court abused its
    discretion when it gave this instruction. The evidence, while
    not overwhelming, offers several indications that Leahy hid
    his head in the sand regarding the insurance fraud. We
    briefly return to ground already ploughed in our sufficiency
    of the evidence discussion. During the Kemper cancellation
    discussion, Leahy asked no questions about the audit
    problems and did not even question the allegation that
    fraud might be involved. “[F]ailure to ask questions that
    would certainly arise from the circumstances . . . is evidence
    that could lead a jury to determine [the defendant] deliber-
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                    39
    ately avoided learning about the [ ] scam.” Craig, 
    178 F.3d 897
    -98. As demonstrated above, Leahy would have been
    exposed to numerous red flags, obvious to someone with his
    training and experience, over the duration of his business
    relationship with Windy Labor. Contrast his claimed
    ignorance despite years of involvement with these accounts
    with the reaction of Braband, who immediately realized that
    the Windy Labor numbers were misclassified after a short
    review of the file. Taking the evidence in the light most
    favorable to the government, we cannot say that the evi-
    dence only shows a case of negligence. Rather, it
    shows repeated indications of deliberate avoidance by
    Leahy, and, given this conclusion, the inclusion of the
    ostrich instruction was appropriate.
    G.
    We next turn our attention to Leahy’s various evidentiary
    challenges. We review such claims for abuse of discretion.
    See United States v. McGee, 
    408 F.3d 966
    , 981 (7th Cir. 2005);
    United States v. Anifowoshe, 
    307 F.3d 643
    , 646 (7th Cir. 2002).
    Leahy first contends that the testimony of Hiegel (the
    assistant state’s attorney who investigated the city
    scheme) constituted prohibited propensity evidence. Federal
    Rule of Evidence 404(b) generally excludes the introduction
    of bad acts “to show that a defendant has a propensity to
    commit a crime and that he acted in accordance with that
    propensity on the occasion in question.” United States v.
    Chavis, 
    429 F.3d 662
    , 667 (7th Cir. 2005). Bad acts evidence
    may be admitted, however, for other purposes, such as to
    show intent, knowledge, lack of mistake, motive, or oppor-
    tunity. See 
    id.
     We utilize a four-part standard to assess the
    admissibility of evidence under Rule 404(b):
    40                 Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    (1) the evidence is directed toward establishing a matter
    in issue other than the defendant’s propensity to com-
    mit the crime charged, (2) the evidence shows that the
    other act is similar enough and close enough in time to
    be relevant to the matter in issue, (3) the evidence is
    sufficient to support a jury finding that the defendant
    committed the similar act, and (4) the evidence has
    probative value that is not substantially outweighed by
    the danger of unfair prejudice.
    Anifowoshe, 
    307 F.3d at 646
    .
    Here, the district court properly admitted the evidence.
    Hiegel was investigating Windy Maintenance for fraud
    on the city relating to the WBE program when she discussed
    Green Duff’s role with Leahy. Leahy falsely informed her
    that he exclusively met with Green Duff on insurance
    matters related to Windy Maintenance and he had nothing
    to do with Duff himself regarding Windy Maintenance.
    Leahy’s description of the supposed structure of Windy
    Maintenance helped derail this investigation. Each of the
    Rule 404(b) requirements were met. This testimony demon-
    strated Leahy’s intent to protect Duff and his fraudulent
    schemes, by showing his willingness to lie to investigators
    on Duff’s behalf. Leahy’s actions took place at the same time
    that the insurance fraud occurred and involved lies and
    subterfuge to throw off investigators, just as in the insurance
    fraud scheme. Moreover, the jury easily could have con-
    cluded that Leahy lied to Hiegel, and this was not such
    inflammatory evidence that the probative value was
    outweighed by its small prejudicial effect. The district court,
    therefore, did not abuse its discretion when it admitted this
    evidence.
    Leahy also second-guesses the district court’s refusal
    to admit certain pieces of evidence. Leahy wanted the
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                       41
    district court to admit a letter from a USF&G investigator to
    an FBI agent in which the investigator stated that she found
    no premium fraud by Windy Labor. The district court
    excluded the USF&G letter on hearsay grounds. The letter
    constitutes hearsay, but Leahy argues that it qualifies for a
    hearsay exception under Federal Rule of Evidence 804(b)(3).
    Under Rule 804(b)(3), the letter may be admissible if: (1) the
    declarant is unavailable; (2) the statement is against the
    declarant’s penal interest; and (3) corroborating circum-
    stances exist that bolster the statement’s trustworthiness.
    Fed. R. Evid. 804(b)(3). Even assuming that the USF&G
    investigator was unavailable, Leahy cannot satisfy the
    second prong of this test. “A statement is against penal
    interest if it subjects the declarant to criminal liability.”
    United States v. Bonty, 
    383 F.3d 575
    , 579 (7th Cir. 2004). The
    penal interest exception does not include statements that
    could possibly subject the declarant to prosecution. See
    United States v. Butler, 
    71 F.3d 243
    , 253 (7th Cir. 1995) (“The
    hearsay exception does not provide that any statement
    which ‘possibly could’ or ‘maybe might’ lead to criminal
    liability is admissible”); see also Bonty, 
    383 F.3d at 579
     (“It is
    simply not enough that during the interview Bonty admit-
    ted to some facts . . . that ‘possibly could’ lead to criminal
    liability; to be inculpatory he must admit to criminal
    behavior.”). Rather, the statement itself, taken as is, must
    basically admit to criminal behavior. See Butler, 
    71 F.3d at 253
    . In this case, the USF&G letter does not inculpate the
    author in any crime or subject her to liability, so the district
    court properly deemed it hearsay.
    Moreover, Leahy believes the court abused its discretion
    by excluding certain audits from evidence. These audits
    were conducted by Travelers from 2001-2003, after the
    discovery of the insurance fraud scheme. Leahy thinks that
    they exculpate him because they show that Windy Labor
    42                   Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    and Leahy & Associates were not responsible for any
    misclassification or insurance fraud once the Windy Labor
    schemers were removed. To be admissible, however, these
    documents must be relevant. Fed. R. Evid. 401 (relevant
    evidence is that “evidence having any tendency to make the
    existence of any fact that is of consequence to the determina-
    tion of the action more probable or less probable than it
    would be without the evidence.”) Just because Leahy did
    not continue with the fraud after the scheme had been
    discovered has no bearing on whether he participated
    before the fraud was out in the open. As such, the audits
    were properly excluded on relevancy grounds.
    Leahy finally contends that he was denied his Sixth
    Amendment right of cross-examination because the dis-
    trict court would not allow him to use the USF&G letter
    when questioning the government’s insurance experts.
    While the Sixth Amendment guarantees the right to con-
    front witnesses, trial judges have broad discretion to impose
    reasonable limitations. See United States v. McLee, 
    436 F.3d 751
    , 761 (7th Cir. 2006). In this instance, the district court
    used its power to limit a portion of an examination that
    would rely on hearsay material of marginal relevance.
    Again, we find no abuse of discretion.
    H.
    Having dealt with Leahy’s complaints about the trial,9
    we move to his sentencing and restitution objections.
    9
    Leahy made one additional trial complaint, that the district
    court erred when it denied his motion for severance. As he did
    not renew this motion at the close of the evidence, however, it
    was waived. See United States v. Rollins, 
    301 F.3d 511
    , 518 (7th Cir.
    2002).
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                     43
    First, Leahy argues that the district court should not
    have applied U.S.S.G. § 3B1.1, an enhancement for being
    an organizer or leader in the insurance fraud. This is a
    factual determination and, as such, we review for clear
    error. See United States v. Wasz, 
    450 F.3d 720
    , 730 (7th Cir.
    2006). Leahy specifically asserts that he did not control
    Wisniewski or give orders to anyone to further the
    fraud. This, however, was not required. “Organizers ‘do not
    necessarily control anyone but nonetheless influence the
    criminal activity by coordinating its members.’ ” United
    States v. Skoczen, 
    405 F.3d 537
    , 550 (7th Cir. 2005) (quoting
    United States v. Reneslacis, 
    349 F.3d 412
    , 417 (7th Cir. 2003)).
    When the insurance scheme was faltering, Duff sent his
    underlings to Leahy, not Wisniewski, for the solution.
    Moreover, Leahy provided cover for the insurance fraud
    through his brokerage firm and employees. Leahy, there-
    fore, marshaled the people and instruments for this offense,
    which is sufficient. See 
    id.
     While there is not an abundance
    of information supporting this finding, we do not believe
    that the district court clearly erred in adding this upward
    enhancement.
    Leahy’s next challenge is to the district court’s calcula-
    tion of the offense level, which hinged on the district court’s
    loss determination. Leahy contends that the district court
    should not have computed the amount of loss for the entire
    period from 1989 through the ending of the scheme. The
    definition of loss is a question of law subject to de novo
    review, while the amount of loss is a finding of fact re-
    viewed for clear error. See Vivit, 
    214 F.3d at 914
    . According
    to U.S.S.G. § 1B1.3, application note 2, a defendant cannot be
    held accountable for acts that occur before he engaged in
    criminal conduct. See Nichols v. United States, 
    75 F.3d 1137
    ,
    1143-44 (7th Cir. 1996).
    44                  Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    The district court erred in calculating loss based on the
    entirety of the scheme. While Leahy was the insurance
    broker at the very start of Windy Labor, no evidence
    indicated that either Leahy or Leahy & Associates became
    involved with the insurance scheme until 1995. Apparently
    acting alone, Windy Labor changed the classifications,
    thus reducing premiums. The government and district court
    assumed that Leahy would have known about the fraud
    because of the changes in the payroll classifications in the
    policies and his business and social interactions with Duff
    and his family. Before 1995, however, the policy was
    essentially self-renewing with no input from Leahy and his
    company. Moreover, by the time that the fraud would have
    been most obvious with high modifiers and drastically
    different payroll, the file had been transferred to
    Wisniewski, whom the district court found was not respon-
    sible for any pre-1995 losses. The district court assumed,
    unsupported by evidence, that Leahy actually was a
    participant in the fraud before 1995. This does not suffice.
    See McIntosh, 
    198 F.3d at 999
     (“We will reverse [a factual]
    finding only if the record contains no evidence providing a
    foundation for it.”).
    This conclusion also affects our last inquiry, the restitution
    amount. Leahy challenges both the method used to calculate
    the restitution amount, as well as the period covered. The
    first is rather easily disposed of. As stated previously, we
    review the amount of restitution for abuse of discretion. See
    Brierton, 
    165 F.3d at 1139
    . The district court concluded the
    appropriate amount of restitution to the Insurance Council
    was $1.09 million, the total amount of the underpaid
    premiums. Leahy argues that the Insurance Council does
    not merit restitution because it received more in premiums
    than it paid out in claims, so it sustained no loss for restitu-
    tion purposes. We disagree. The insurance companies were
    Nos. 05-2639, 05-2652, 05-2692 & 06-1485                    45
    entitled to the benefit of their bargains—the amount of
    money they would have charged to insure the actual risk
    that Windy Labor presented. See United States v. Garavaglia,
    
    5 F. Supp. 2d 511
    , 520, 522 (E.D. Mich. 1998), aff’d, 
    178 F.3d 1297
     (6th Cir. 1999). Otherwise, Windy Labor would obtain
    a windfall through its fraud, receiving coverage for greater
    risks than the amount of premiums merited. The district
    court, therefore, did not err in the restitution order when it
    calculated the entire amount Windy Labor should have paid
    and subtracted what it did pay. The remainder returns the
    insurance companies to the positions they would have
    occupied absent the fraud. However, the restitution amount
    imposed on Leahy must be reduced consistent with our
    earlier finding regarding the length of his criminal participa-
    tion.
    III.
    Duff used his associates to satiate his greed, taking
    advantage of a city’s attempt to help minorities and
    women and abusing the trust of his insurers. The govern-
    ment properly indicted Duff, Stratton, Dolan, and Leahy for
    various crimes, including wire and mail fraud, and the
    district court, by and large, conducted the trial of these
    complex and extensive matters admirably. We AFFIRM the
    convictions of all the defendants and the district court’s
    evidentiary rulings. We REVERSE the district court’s con-
    clusion regarding the extent of Leahy’s involvement
    with the insurance fraud and REMAND for re-calculation
    of the offense level and restitution amount consistent
    with this opinion.
    46              Nos. 05-2639, 05-2652, 05-2692 & 06-1485
    A true Copy:
    Teste:
    _____________________________
    Clerk of the United States Court of
    Appeals for the Seventh Circuit
    USCA-02-C-0072—10-4-06
    

Document Info

Docket Number: 05-2639

Judges: Per Curiam

Filed Date: 10/4/2006

Precedential Status: Precedential

Modified Date: 9/24/2015

Authorities (45)

United States v. Brothers Construction Company of Ohio, ... , 219 F.3d 300 ( 2000 )

United States v. Roman Skoczen , 405 F.3d 537 ( 2005 )

United States v. Norby Walters , 997 F.2d 1219 ( 1993 )

United States v. Keith McGee Thomas King, Larone Brim, ... , 408 F.3d 966 ( 2005 )

United States v. Carlton T. McIntosh , 198 F.3d 995 ( 2000 )

United States v. James Trigg, Todd Warren and Stephen C. ... , 119 F.3d 493 ( 1997 )

United States v. Wayne Stephens , 421 F.3d 503 ( 2005 )

United States v. Jefferey Sorensen and Dennis J. Karda , 58 F.3d 1154 ( 1995 )

Tyrone Nichols v. United States , 75 F.3d 1137 ( 1996 )

United States v. Paul A. Henningsen , 387 F.3d 585 ( 2004 )

United States v. Larry L. Emerson , 128 F.3d 557 ( 1997 )

United States v. Akeem Anifowoshe , 307 F.3d 643 ( 2002 )

United States v. Mark K. Vincent , 416 F.3d 593 ( 2005 )

United States v. James E. Fallon , 348 F.3d 248 ( 2003 )

United States v. Eduard S. Reneslacis , 349 F.3d 412 ( 2003 )

United States v. Reyes Carrillo, Pedro Herrera, and Maria ... , 435 F.3d 767 ( 2006 )

United States v. Laura Wasz and Bruce Wasz , 450 F.3d 720 ( 2006 )

United States v. Jerry Butler , 71 F.3d 243 ( 1995 )

United States of America, Plaintiff-Appellee/cross-... , 226 F.3d 885 ( 2000 )

United States v. Salvador A. Vivit , 214 F.3d 908 ( 2000 )

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