United States v. Armstead ( 2008 )


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  •                  FOR PUBLICATION
    UNITED STATES COURT OF APPEALS
    FOR THE NINTH CIRCUIT
    UNITED STATES OF AMERICA,                 No. 06-30550
    Plaintiff-Appellee,
    v.                           D.C. No.
    CR 04-0512 JLR
    WARREN ERIC ARMSTEAD,
    OPINION
    Defendant-Appellant.
    
    Appeal from the United States District Court
    for the Western District of Washington
    James L. Robart, District Judge, Presiding
    Argued and Submitted
    April 8, 2008—Seattle, Washington
    Filed October 15, 2008
    Before: Stephen Reinhardt, A. Wallace Tashima, and
    M. Margaret McKeown, Circuit Judges.
    Opinion by Judge Tashima
    14503
    UNITED STATES v. ARMSTEAD                     14507
    COUNSEL
    Tessa M. Gorman, Assistant United States Attorney, Seattle,
    Washington, for the plaintiff-appellee.
    Carol A. Elewski, Tumwater, Washington, for the defendant-
    appellant.
    OPINION
    TASHIMA, Circuit Judge:
    A jury convicted Defendant Warren Armstead of nine
    counts of bank fraud in violation of 18 U.S.C. § 1344 and one
    count of conspiracy to commit bank fraud in violation of 18
    U.S.C. § 1349. On appeal, Armstead contends that the district
    court committed numerous procedural errors during sentenc-
    ing and that his 210-month sentence is substantively unreason-
    able.1 Because we agree that the district court miscalculated
    the number of victims under United States Sentencing Guide-
    lines (“U.S.S.G.”) § 2B1.1(b)(2) and erred under U.S.S.G.
    § 5G1.3(b)(1), we vacate Armstead’s sentence and remand for
    resentencing.
    I.   FACTUAL AND PROCEDURAL BACKGROUND
    From 2001 to 2004, Armstead led a conspiracy to commit
    bank fraud. Armstead recruited conspirators and paid them
    fifty dollars or gave them drugs in exchange for “packets” of
    stolen personal information. Each packet contained an indi-
    vidual’s social security number, a bank account number or
    numbers, a credit card number or numbers, and blank checks.
    Armstead and his co-conspirators stole these packets from
    individuals, their homes, and vehicles.
    1
    We address Armstead’s challenge to his conviction and affirm his con-
    viction in a memorandum disposition, filed concurrently with this opinion.
    14508             UNITED STATES v. ARMSTEAD
    Armstead gave the personal identification information to
    certain co-conspirators and directed them to create fake
    Washington State Driver Licenses (“WSDLs”). Each fake
    WSDL contained stolen personal information juxtaposed with
    a photograph of one of the conspirators. At Armstead’s direc-
    tion, his co-conspirators deposited stolen checks into bank
    accounts and withdrew funds from those accounts using the
    fake WSDLs. Conspirators also used the fake WSDLs to take
    out lines of credit with General Electric (“GE”), Home Depot,
    and Dania Furniture and to purchase merchandise with that
    credit. Armstead received fifty percent of all of the proceeds
    from the fraudulent schemes.
    Armstead was charged with nine counts of bank fraud
    under 18 U.S.C. § 1344 and one count of conspiracy to com-
    mit bank fraud under 18 U.S.C. § 1349. Armstead’s nine co-
    conspirators pled guilty and they, as well as individuals from
    whom his co-conspirators stole personal information, testified
    against Armstead at his trial. In submitting the case to the
    jury, at Armstead’s request, the district court included on the
    verdict form the following interrogatory: “Was the defendant
    WARREN ERIC ARMSTEAD an organizer or leader of a
    conspiracy or a bank fraud scheme that involved five or more
    participants or was otherwise extensive?” The jury returned a
    guilty verdict on all ten counts and answered the interrogatory
    in the affirmative.
    Armstead’s presentence investigation report (“PSR”) rec-
    ommended a minimum $397,000 loss amount. This amount
    included $296,000 from a United States Secret Service loss
    calculation (the “Secret Service calculation”); $50,000 in cash
    that Armstead gave Rusty Hill, one of Armstead’s co-
    conspirators; $46,000 that an individual testified was taken
    from her bank account; and $5,000 in loss to Dania Furniture.
    The Secret Service calculation was based on amounts conspir-
    ators took from forty-two accounts at thirteen banks and
    credit unions (collectively, the “banks”). These forty-two
    accounts belonged to forty-six different individuals and busi-
    UNITED STATES v. ARMSTEAD                      14509
    nesses. The Secret Service calculation also included
    $11,576.88 in losses to GE and Home Depot.
    At sentencing the government argued that the loss amount
    should also include $107,000 based on deposits made to Arm-
    stead’s bank account during the course of the conspiracy.
    Armstead argued that the loss calculation should not include
    any of the $107,000 or the $50,000 Armstead gave to Hill.
    Armstead further contended that the number of victims should
    be limited to the number of banks — thirteen2 — and that the
    district court should not apply the enhancement for role in the
    offense. With regard to the 18 U.S.C. § 3553(a) factors, Arm-
    stead argued that his sentence should be comparable to that of
    his co-conspirators.3
    The district court agreed with the loss calculation in the PSR,4
    but also added enough from the $107,000 in deposits to Arm-
    stead’s bank account to bring the total loss amount over
    $400,000. The court stated that it was “extremely skeptical of
    counting 100 percent of the funds,” but concluded that enough
    of the funds came from criminal conduct to cross the
    $400,000 threshold. The district court also found that there
    were more than fifty victims and, having submitted the ques-
    2
    In his sentencing memorandum, Armstead argued that the number of
    victims should be limited to seven, the number of banks in the indictment.
    On the day of sentencing and before this court, however, Armstead argued
    that the victims should be limited to the number of banks, but did not dis-
    pute the government’s list of thirteen bank victims in the Secret Service
    calculation.
    3
    The co-conspirator with the longest sentence received a 60-month term
    of imprisonment.
    4
    On the day of sentencing, the government presented a slightly revised
    Secret Service calculation and a slightly revised amount of loss attribut-
    able to Dania Furniture. The district court, however, adopted the Secret
    Service calculation and loss attributed to Dania Furniture as listed in the
    PSR: $296,000 and $5,000, respectively. Because the parties do not argue
    that the district court erred in doing so, we use the amounts listed in the
    PSR throughout.
    14510             UNITED STATES v. ARMSTEAD
    tion of Armstead’s role in the offense to the jury, adopted its
    finding that Armstead was a leader or organizer in the con-
    spiracy. The district court calculated the Guidelines range for
    Armstead’s sentence as follows:
    Base offense level (U.S.S.G. § 2B1.1(a)(1)):        7
    Loss    amount     over      $400,000      (U.S.S.G.
    § 2B1.1(b)(1)(H)):                              +14
    Fifty or more victims (U.S.S.G. § 2B1.1(b)(2)(B)):
    +4
    Possession of five or more false identifications
    (U.S.S.G. § 2B1.1(b)(10)):                    +2
    Adjustment for role in the offense (U.S.S.G.
    § 3B1.1(a)):                              +4
    Total offense level:                              31
    Criminal history category:                         V
    Guidelines range:                   168-210 months
    After calculating the Guidelines range, the district court
    considered the 18 U.S.C. § 3553(a) factors and sentenced
    Armstead to a 210-month term of imprisonment, the top of
    the Guidelines range. The district court did not credit Arms-
    tead for the five months he had already served on an undis-
    charged state sentence. Armstead timely appeals.
    II.   ANALYSIS
    A.   Standards of Review
    When reviewing a sentence, “we first consider whether the
    district court committed significant procedural error.” United
    UNITED STATES v. ARMSTEAD                14511
    States v. Carty, 
    520 F.3d 984
    , 993 (9th Cir. 2008) (en banc)
    (citing Gall v. United States, 
    128 S. Ct. 586
    , 597 (2007)). Pro-
    cedural errors include, but are not limited to, incorrectly cal-
    culating the Guidelines range, treating the Guidelines as
    mandatory, failing properly to consider the § 3553(a) factors,
    using clearly erroneous facts when calculating the Guidelines
    range or determining the sentence, and failing to provide an
    adequate explanation for the sentence imposed. 
    Id. “We review
    the district court’s interpretation of the Sentencing
    Guidelines de novo, the district court’s application of the
    Guidelines to the facts for abuse of discretion, and the district
    court’s factual findings for clear error.” United States v.
    Garro, 
    517 F.3d 1163
    , 1167 (9th Cir. 2008) (citing United
    States v. Cantrell, 
    433 F.3d 1269
    , 1279 (9th Cir. 2006)).
    If we discern no significant procedural error, we proceed to
    the second step and “consider the substantive reasonableness
    of the sentence.” 
    Carty, 520 F.3d at 993
    (citing 
    Gall, 128 S. Ct. at 597
    ). We review the substantive reasonableness of a
    sentence for abuse of discretion. 
    Gall, 128 S. Ct. at 597
    ;
    
    Carty, 520 F.3d at 993
    .
    B.   Standard of Proof
    A district court generally uses a preponderance of the evi-
    dence standard of proof when finding facts at sentencing.
    United States v. Moreland, 
    509 F.3d 1201
    , 1220 (9th Cir.
    2007) (citing United States v. Kilby, 
    443 F.3d 1135
    , 1140 (9th
    Cir. 2006)). Only “ ‘when a sentencing factor has an
    extremely disproportionate effect on the sentence relative to
    the offense of conviction’ ” must a district court find the facts
    by a clear and convincing standard of proof. 
    Id. (quoting United
    States v. Dare, 
    425 F.3d 634
    , 642 (9th Cir. 2005)).
    Because Armstead did not object to the standard of proof
    below, we review for plain error. Fed. R. Crim. P. 52(b); see
    also United States v. Rendon-Duarte, 
    490 F.3d 1142
    , 1146
    (9th Cir. 2007). For an error to be plain, it must be (1) an
    14512                UNITED STATES v. ARMSTEAD
    “error,” (2) that is “plain,” and (3) that “affects substantial
    rights.” 
    Id. (citing United
    States v. Olano, 
    507 U.S. 725
    , 732
    (1993)). Moreover, we will not exercise our discretion to cor-
    rect the error “ ‘unless the error seriously affect[s] the fair-
    ness, integrity or public reputation of judicial proceedings.’ ”
    
    Id. (alteration in
    original) (quoting 
    Olano, 507 U.S. at 732
    ).
    Armstead contends that the district court should have
    employed the clear and convincing standard of proof because
    enhancements5 for the amount of loss under § 2B1.1(b)(1)
    (two levels),6 number of victims under § 2B1.1(b)(2) (two
    levels),7 and role in the offense under § 3B1.1 (four levels)
    had a disproportionate effect on his sentence. Without the dis-
    puted enhancements, Armstead’s total offense level would
    have been twenty-three instead of thirty-one, and his Guide-
    lines range (using Criminal History Category V) would have
    been 84-105 months, instead of 168-210 months.
    [1] Armstead’s argument fails for three reasons. First, the
    district court did not err by finding the number of victims by
    a preponderance of the evidence because sentencing enhance-
    5
    In United States v. Harrison-Philpot, we used the term “enhancement”
    to describe an increase in offense level based on uncharged or acquitted
    conduct. 
    978 F.2d 1520
    , 1524 (9th Cir. 1992) (contrasting “sentencing
    enhancement” with “straight sentencing for convicted conduct”). Here, we
    use the term “enhancement” to describe any addition to the base offense
    level. See United States v. Riley, 
    335 F.3d 919
    , 926 (9th Cir. 2003) (using
    “enhancements” to describe increases to the base offense level based on
    the extent of a conspiracy).
    6
    In his sentencing memorandum, Armstead argued that the amount of
    loss should be limited to the amount in the indictment: $13,000. At the
    sentencing hearing and before this court, however, Armstead disputed
    only $173,576.88 of the total loss. Without the disputed amount, the loss
    calculation would be over $200,000 instead of over $400,000, resulting in
    a 12-level rather than a 14-level increase. See U.S.S.G.
    § 2B1.1(b)(1)(G),(H).
    7
    The Guidelines direct a two-level increase for over ten victims and a
    four-level increase for fifty or more victims. U.S.S.G.
    § 2B1.1(b)(2)(A),(B).
    UNITED STATES v. ARMSTEAD                       14513
    ments based entirely on the extent of the conspiracy do not
    require the heightened standard of proof. See 
    Riley, 335 F.3d at 926-27
    (holding that enhancements for loss amount and
    possession of five or more means of false identification were
    based on the extent of the conspiracy to produce fictitious
    obligations and thus did not have a “disproportionate effect on
    the sentence relative to the offense of conviction”); Harrison-
    
    Philpot, 978 F.2d at 1524
    (holding that the quantity of drugs
    in a conspiracy need only be established by a preponderance
    of the evidence). Enhancements based on the extent of a con-
    spiracy are “ ‘on a fundamentally different plane than’ ”
    enhancements based on uncharged or acquitted conduct.
    
    Riley, 335 F.3d at 926
    (quoting 
    Harrison-Philpot, 978 F.2d at 1523
    ). Due process concerns with regard to the former are
    satisfied by a preponderance of the evidence standard because
    the enhancements are based on criminal activity for which the
    defendant has already been convicted. 
    Harrison-Philpot, 978 F.2d at 1523
    .
    [2] Second, the jury found that Armstead was a leader or
    organizer of the conspiracy beyond a reasonable doubt, a
    higher standard of proof than the clear and convincing evi-
    dence standard. By adopting the jury’s finding, the district
    court agreed that the government proved beyond a reasonable
    doubt that Armstead was a leader or organizer of the conspiracy.8
    We thus conclude that the standard of proof argument is inap-
    plicable to the four-level enhancement for role in the offense.
    8
    Armstead further contends that the district court should not have
    adopted the jury’s finding that Armstead was a leader or organizer in the
    conspiracy because the jury was not instructed on how the Guidelines
    define those terms. It is the district court’s decision to apply the enhance-
    ment, however, that we review on appeal. Given the prodigious evidence
    presented at trial detailing Armstead’s role in the conspiracy, and particu-
    larly the testimony from co-conspirators that Armstead recruited them,
    directed their actions, and collected fifty percent of their proceeds, we can-
    not say that the district court abused its discretion when applying the four-
    level enhancement for Armstead’s role in the conspiracy.
    14514                UNITED STATES v. ARMSTEAD
    [3] Finally, the remaining two-level enhancement due to
    the disputed amount of loss did not have an “ ‘extremely dis-
    proportionate effect’ ” on the sentence.9 
    Moreland, 509 F.3d at 1220
    (quoting 
    Dare, 425 F.3d at 642
    ); see also United
    States v. Watts, 
    519 U.S. 148
    , 150, 156-57 (1997) (noting that
    a two-level enhancement is not an “exceptional circum-
    stance[ ]” that could warrant a higher standard of proof).
    Accordingly, we hold that the district court did not err by
    applying a preponderance of the evidence standard to its
    enhancement findings.10
    C.    Loss Calculation Pursuant to U.S.S.G. § 2B1.1(b)(1)
    When calculating the Guidelines range for bank fraud, a
    district court must determine the amount of loss caused by the
    fraud. U.S.S.G. § 2B1.1(b)(1). The Guidelines further direct
    that “[t]he court need only make a reasonable estimate of the
    loss.” U.S.S.G. § 2B1.1, cmt. n.3(C). We defer to the district
    court’s calculation because “[t]he sentencing judge is in a
    unique position to assess the evidence and estimate the loss
    based upon that evidence.” 
    Id. Armstead contends
    that the district court erred by including
    the following in its loss calculation: $107,000 in deposits to
    his bank account; $50,000 that Hill testified Armstead gave to
    him; and $16,576.88 in loss attributable to retail fraud.
    [4] Armstead first argues that gain cannot be used as a mea-
    sure of loss when a court also uses actual loss in its calcula-
    tions. The $107,000 in deposits to Armstead’s bank account
    9
    While the vast majority of the loss amount is attributable to the extent
    of the conspiracy, a fraction of the loss amount — $16,576.88 — relates
    to retail fraud, which was uncharged conduct. Assuming that the district
    court only found the minimum amount of loss necessary to cross the
    $400,000 threshold, a two-level enhancement may be attributed to the
    retail fraud loss amount.
    10
    Finding no error, we need not address the remaining factors in the
    plain error analysis.
    UNITED STATES v. ARMSTEAD               14515
    and the $50,000 that Armstead gave to Hill are better charac-
    terized as gain. The Guidelines direct the court to “use the
    gain that resulted from the offense as an alternative measure
    of loss only if there is a loss but it reasonably cannot be deter-
    mined.” U.S.S.G. § 2B1.1, cmt. n.3(B). This note provides
    that it is only appropriate to use gain as an exclusive measure
    of loss when actual loss cannot be determined. We do not read
    the note, however, to prohibit the use of gain as a proxy for
    a portion of the total loss where some, but not all, of the loss
    can be determined.
    [5] Here, the district court used actual loss to estimate the
    vast majority of the total: approximately $347,000. The dis-
    trict court found, however, that this loss calculation did not
    properly account for all of the loss caused by the conspiracy
    and used a small portion of Armstead’s gain to account for a
    small portion of the loss. The nature of Armstead’s crime,
    where money was fraudulently withdrawn from bank
    accounts, lends itself to this type of approximation because,
    as the district court reasonably determined, some of the
    money going into Armstead’s account and the money Arms-
    tead gave to Hill corresponded dollar-for-dollar with money
    lost by the banks. Given that a court need only make a “rea-
    sonable estimate of the loss,” the district court’s method of
    calculation is not foreclosed by the Guidelines.
    Armstead next argues that the district court erred by includ-
    ing $16,576.88 in loss attributable to retail fraud. Armstead
    concedes that this amount can be included if the retail fraud
    is relevant conduct under U.S.S.G. § 1B1.3(a)(1)-(2), but he
    maintains that it is not. Because Armstead did not object to
    the loss calculation on this basis at sentencing, we review for
    plain error. See 
    Rendon-Duarte, 490 F.3d at 1146
    .
    [6] Specific offense characteristics, such as loss, are deter-
    mined by taking into account:
    (1)   (A) all acts and omissions committed, aided,
    abetted, counseled, commanded, induced, pro-
    14516            UNITED STATES v. ARMSTEAD
    cured, or willfully caused by the defendant; and
    (B) in the case of a jointly undertaken criminal
    activity . . . all reasonably foreseeable acts and
    omissions of others in furtherance of the jointly
    undertaken criminal activity,
    that occurred during the commission of the
    offense of conviction . . . ;
    (2) . . . all acts and omissions described in subdivi-
    sions (1)(A) and (1)(B) above that were part of the
    same course of conduct or common scheme or plan
    as the offense of conviction.
    U.S.S.G. § 1B1.3(a)(1)-(2). Acts are part of the same course
    of conduct “if they are sufficiently connected or related to
    each other as to warrant the conclusion that they are part of
    a single episode, spree, or ongoing series of offenses.”
    U.S.S.G. § 1B1.3, cmt. n.9(B). Acts are part of the common
    scheme or plan if they are “substantially connected to [the
    offense] by at least one common factor, such as common vic-
    tims, common accomplices, common purpose, or similar
    modus operandi.” U.S.S.G. § 1B1.3, cmt. n.9(A).
    [7] The fraud perpetrated against GE, Home Depot, and
    Dania Furniture involved the same co-conspirators using the
    same personal identification information that was used to per-
    petrate the bank fraud. At sentencing, the government prof-
    fered that the Secret Service calculation, which included
    losses to GE and Home Depot, accounted for losses associ-
    ated with the personal identification information recovered
    from Armstead’s house, car, and hotel room and identifica-
    tions used when conspirators deposited or withdrew money
    from the banks. Additionally, Armstead orchestrated the
    fraudulent purchase at Dania Furniture in the same manner as
    he directed the bank fraud: he told co-conspirators to obtain
    credit at Dania Furniture using a fake WSDL and purchase
    items with that credit. Because the retail fraud involved the
    same participants as the bank fraud, the same modus ope-
    UNITED STATES v. ARMSTEAD                     14517
    randi, and was part of ongoing fraudulent transactions related
    to the stolen personal identification information and fake
    WSDLs, the district court did not err by including the retail
    fraud loss in its calculations.11
    Finally, Armstead contends that there was an insufficient
    factual basis for including the $107,000 and $50,000 in the
    loss amount. Armstead argues that the $107,000 is suspect
    because it includes deposits from a family member and
    because of possible overlap between the $107,000 and the
    Secret Service calculation. He seeks to exclude the $50,000
    from Hill because the latter’s testimony was uncorroborated
    and not credible. The district court was “extremely skeptical”
    of counting all of the $107,000 in the loss amount. Nonethe-
    less, the court determined that it was reasonable to include at
    least $3,001 from Armstead’s account (the amount needed to
    push the loss total from the $397,000 in the PSR calculation
    to over $400,000) because the evidence showed that at least
    some of the deposits were the fruit of criminal conduct. The
    district court did not separately comment on the $50,000.
    [8] The bank fraud conspiracy ran from 2001 through 2004.
    The Secret Service calculation covers a period from Septem-
    ber 2003 to September 2004. From February 2003 to August
    2003, a period not covered by the Secret Service calculation,
    $44,150.94 was deposited into Armstead’s account, not
    including deposits from Armstead’s relative. State employ-
    ment records show that Armstead only earned $3,000 in
    wages from 1998 to 2004. Thus, the district court did not
    clearly err by including $3,001 from the $107,000 in deposits
    in the loss calculation.
    [9] With regard to the $50,000, we note that the sentencing
    judge also presided over Armstead’s trial and thus observed
    the witness and heard Hill’s testimony. Hill testified that
    11
    Because the district court did not err, we do not proceed to the addi-
    tional factors in the plain error analysis.
    14518              UNITED STATES v. ARMSTEAD
    Armstead gave him $50,000 in 2000 or 2001 for safekeeping
    and that he “knew” that the proceeds came from the conspir-
    acy. We reiterate that deference to a district court’s loss calcu-
    lation is warranted because the district court “is in a unique
    position to assess the evidence.” U.S.S.G. § 2B1.1, cmt.
    n.3(C). The district court did not clearly err by giving cre-
    dence to Hill’s testimony and determining by a preponderance
    of the evidence that the $50,000 corresponded dollar-for-
    dollar to loss from the bank fraud.
    [10] In sum, the district court did not err by adding fourteen
    levels to Armstead’s base offense level pursuant to U.S.S.G.
    § 2B1.1(b)(1)(H) for a loss amount of more than $400,000.
    D.   Victim Calculation Pursuant to U.S.S.G. § 2B1.1(b)(2)
    When calculating the Guidelines range for bank fraud, a
    district court must also determine the number of victims.
    U.S.S.G. § 2B1.1(b)(2). The district court found that the bank
    fraud conspiracy involved over fifty victims and added four
    levels to Armstead’s base offense level pursuant to U.S.S.G.
    § 2B1.1(b)(2)(B). The district court arrived at this number by
    adding the number of banks and victims of retail fraud (six-
    teen) together with an unstated number of individuals and
    companies whose personal information was stolen by the con-
    spirators. The Government proffered at sentencing that the
    individuals and companies suffered pecuniary losses in the
    form of “getting a new driver’s license, or having to figure out
    how to put a fraud alert on your account and spending money
    to correct credit.” The district court offered little in the way
    of an explanation for its finding that there were more than
    fifty victims, but concluded “that there were a substantial
    number of people involved.”
    Armstead contends that the district court erred by counting
    as victims those individuals and companies whose losses were
    not included in the loss calculation. We agree.
    UNITED STATES v. ARMSTEAD                      14519
    [11] The Guidelines define victim as “any person who sus-
    tained any part of the actual loss determined under subsection
    (b)(1).” U.S.S.G. § 2B1.1, cmt. n.1. “ ‘Actual loss’ means the
    reasonably foreseeable pecuniary harm that resulted from the
    offense.” U.S.S.G. § 2B1.1, cmt. n.3(A)(i). “ ‘Pecuniary
    harm’ means harm that is monetary or that otherwise is read-
    ily measurable in money.” U.S.S.G. § 2B1.1, cmt. n.3(A)(iii).
    Thus, in order to be counted as a victim, a person12 must have
    sustained a loss that is “monetary or that otherwise is readily
    measurable in money” and that loss must be included in the
    loss calculation. Here, the loss calculated pursuant to U.S.S.G.
    § 2B1.1(b)(1) included only losses to the thirteen banks and
    three victims of retail fraud. While other persons conceivably
    may have sustained pecuniary harm in the form of time and
    money spent procuring new identification and credit cards,
    opening new bank accounts, and mending their credit, those
    losses were not included in the calculated loss amount. There-
    fore, the district court erred by including those individuals in
    the number-of-victims calculation.
    Our conclusion is in accord with the other circuits that have
    considered the issue. The defendants in United States v. Abi-
    odun were convicted of, inter alia, conspiracy to commit
    fraud and wire fraud. 
    536 F.3d 162
    , 163 (2d Cir. 2008). Their
    fraudulent scheme involved stealing credit reports, obtaining
    credit cards with the information procured, and purchasing
    merchandise with the ill-gotten credit. 
    Id. at 164-65.
    The dis-
    trict court included in its victim calculation persons “who had
    spent an appreciable amount of time securing reimbursement
    for their financial losses.” 
    Id. at 166.
    The Second Circuit held
    that this was error “because the losses attributable to these
    victims were not included in the loss calculation.” 
    Id. at 168.
    The court noted that loss of time is a pecuniary harm because
    12
    “ ‘Person’ includes individuals, corporations, companies, associations,
    firms, partnerships, societies, and joint stock companies.” U.S.S.G.
    § 2B1.1, cmt. n.1.
    14520             UNITED STATES v. ARMSTEAD
    it can be measured in monetary terms, but that losses due to
    lost time were not included in the loss calculation. 
    Id. at 169.
    The Tenth Circuit addressed the victim calculation in the
    context of a fraudulent scheme in which the defendant, a
    postal employee, stole mail addressed to a non-profit organi-
    zation. United States v. Leach, 
    417 F.3d 1099
    , 1101 (10th Cir.
    2005). The district court calculated the loss amount by taking
    the total donations the non-profit organization reported miss-
    ing and subtracting “replacement donations” sent to the non-
    profit by the donors. 
    Id. at 1105-06.
    The district court based
    its victim calculation on the over 200 persons who reported
    that their donations had not been delivered. 
    Id. at 1106.
    The
    district court found that those persons suffered losses because
    they had to write and mail replacement checks. 
    Id. The Tenth
    Circuit held that the 200 donors were not victims under
    U.S.S.G. § 2B1.1(b)(2). 
    Id. at 1107.
    While the donors suf-
    fered pecuniary harm, their loss “was not included as part of
    the actual loss ‘determined under subsection (b)(1).’ ” 
    Id. at 1106
    (quoting U.S.S.G. § 2B1.1, cmt. n.1). Cf. United States
    v. Icaza, 
    492 F.3d 967
    , 969-70 (8th Cir. 2007) (holding that
    each individual store was not a separate victim of shoplifting
    where all stores were owned by the same corporation).
    Over fifty persons in the present case conceivably may
    have suffered pecuniary harm. The loss calculation, however,
    only included losses to the thirteen banks and three victims of
    retail fraud. As a result, the district court erred in finding
    more than sixteen victims. See United States v. Pham, No. 06-
    30489, 
    2008 WL 4307567
    , at *5 (9th Cir. Sept. 23, 2008)
    (holding that individual account holders can be counted as
    victims “only if they ‘sustained any part of the actual loss
    determined under’ § 2B1.1(b)(1)”) (citing U.S.S.G. § 2B1.1
    cmt. n.1).
    The government counters that the loss calculation reflects
    more than fifty victims because the losses attributed to the
    banks were first held by the account holders prior to the reim-
    UNITED STATES v. ARMSTEAD               14521
    bursement of funds. We have not had the occasion to address
    whether persons whose losses are so reimbursed may be
    included in the victim calculation.
    The Sixth Circuit addressed this issue in United States v.
    Yagar, 
    404 F.3d 967
    (6th Cir. 2005). Like Armstead, the
    defendant in Yagar stole checks, deposited them into more
    than fifty accounts using stolen personal information and then
    withdrew the deposited funds from forty-seven accounts. 
    Id. at 968.
    The district court counted eleven victims: five banks
    and six account holders who had to purchase new checks. 
    Id. at 969.
    On appeal, the government argued that the district
    court should have found over fifty victims by including all
    account holders who temporarily lost funds. 
    Id. The Sixth
    Circuit held that the account holders who did not
    purchase replacement checks were not victims because the
    temporary loss of funds did not amount to a pecuniary harm.
    
    Id. at 971.
    The court reasoned that such a “short-lived” loss,
    which was “immediately covered by a third-party,” had “no
    adverse effect as a practical matter.” 
    Id. The court
    declined to
    hold that a fully reimbursed loss is always a bar to including
    a person in the victim calculation, noting that there “may be
    situations in which a person could be considered a ‘victim’
    under the Guidelines even though he or she is ultimately reim-
    bursed.” 
    Id. Recently, the
    Fifth Circuit followed Yagar in evaluating the
    number of victims in a credit card fraud scheme. United
    States v. Conner, 
    537 F.3d 480
    , 489-90 (5th Cir. 2008). The
    court concluded that credit card account holders could not be
    counted as victims because they were “quickly reimbursed”
    and there was no evidence “that any account holder had to
    spend money or an extended length of time seeking reim-
    bursement.” 
    Id. at 491.
    The only victims were the five credit
    card companies that reimbursed the account holders. 
    Id. at 492.
    14522              UNITED STATES v. ARMSTEAD
    We agree with the result in Yagar and Conner, although we
    do not adopt the entirety of their reasoning. The Guidelines
    direct the court to calculate victims by determining the num-
    ber of persons who have suffered pecuniary harm. A loss that
    is reimbursed immediately does not amount to a pecuniary
    harm because the ultimate loss cannot be measured in mone-
    tary terms. If, however, the reimbursement takes a longer
    period of time and requires a great deal of effort on the part
    of the individual, it is conceivable that the individual may suf-
    fer additional pecuniary harm that is not fully reimbursed. If
    that loss amount is included in the loss calculation, the victim
    associated with the loss should be included in the victim cal-
    culation. See Pham, 
    2008 WL 4307567
    , at *6-*8.
    We thus decline to follow the approach taken by the Elev-
    enth Circuit in United States v. Lee, 
    427 F.3d 881
    (11th Cir.
    2005), and hinted at in Yagar and Conner, which would allow
    the district court to include as victims persons who were fully
    reimbursed if their losses “were neither short-lived nor imme-
    diately covered by third parties” without regard to whether
    their losses were included in the loss calculation. 
    Lee, 427 F.3d at 895
    . The defendants in Lee cancelled their checking
    accounts but continued to write personal checks, and, in that
    manner, purchased miscellaneous goods, cars, motorcycles,
    property, and paid off mortgages. 
    Id. at 884-85.
    When the
    checks were not honored, some entities wrote off losses, oth-
    ers received payment from defendants, some repossessed the
    merchandise, and a mortgage company foreclosed on one of
    the defendant’s homes. 
    Id. at 885-86.
    The district court calcu-
    lated the loss at over $400,000 and determined that the num-
    ber of victims was between ten and fifty. 
    Id. at 893-94.
    The defendants argued that the persons who “offset” their
    losses by repossession or other forms of reimbursement could
    not be included in the victim calculation. 
    Id. at 894.
    The Elev-
    enth Circuit disagreed, and held that the district court did not
    err by including all of the individuals who received bad
    checks in the victim calculation. 
    Id. at 895.
    The court first rea-
    UNITED STATES v. ARMSTEAD                      14523
    soned that the credit against loss provision in the Guidelines,
    U.S.S.G. § 2B1.1, cmt. n. 3(E), envisions a situation in which
    a victim is reimbursed for losses but remains a victim. 
    Lee, 427 F.3d at 895
    . Second, the court distinguished its case from
    Yagar, noting that the losses borne by the victims “were nei-
    ther short-lived nor immediately covered by third parties.” 
    Id. [12] While
    we agree that persons who are reimbursed may
    suffer pecuniary harm, we disagree with the approach taken
    in Lee. A court should analyze and quantify pecuniary harm
    when making the loss calculation, not when determining the
    number of victims. If a person suffered pecuniary harm
    beyond the amount by which the person was reimbursed, then
    that amount should be included in the loss calculation. Once
    a loss amount is included in the loss calculation, then the per-
    son associated with that loss should also be included in the
    victim calculation. If the temporary loss results in no addi-
    tional pecuniary harm, then there is nothing to include in the
    loss calculation and thus no additional victim in the victim calcu-
    lation.13
    [13] Here, the district court erred by applying a four-level
    13
    We agree with the Eleventh Circuit that the credit against loss provi-
    sion may result in a situation in which a victim’s loss amount is included
    in the loss calculation but the loss is subsequently reduced by the amount
    the defendant returned to the victim. See U.S.S.G. § 2B1.1, cmt. n.3(E).
    In such a case, we see no bar to including that victim in the victim calcula-
    tion because that person’s loss was included in the loss calculation prior
    to the credit. We so conclude because the Guidelines draw a distinction
    between “Exclusions from Loss,” U.S.S.G. § 2B1.1, cmt. n.3(D), and
    “Credits Against Loss,” U.S.S.G. § 2B1.1, cmt. n.3(E). The former are not
    included in the loss calculation whereas the latter simply reduces the
    amount of loss. Losses that are subsequently credited are still part of the
    initial loss calculation, and thus persons who suffered those losses are vic-
    tims because they “sustained a[ ] part of the actual loss determined under
    subsection (b)(1).” U.S.S.G. § 2B1.1, cmt. n.1. The credit against loss pro-
    vision is inapposite to Armstead’s case, however, because the individuals
    from whose bank accounts conspirators withdrew money were reimbursed
    by the banks, not by Armstead.
    14524                UNITED STATES v. ARMSTEAD
    enhancement for fifty or more victims when the loss calcula-
    tion only included losses incurred by sixteen victims. Because
    an error in the Guidelines calculation is a significant proce-
    dural error, 
    Carty, 520 F.3d at 993
    , we vacate Armstead’s
    sentence and remand for resentencing.14
    E. Credit for Time Served Pursuant to U.S.S.G.
    § 5G1.3(b)(1)
    Armstead contends that the district court erred by failing to
    apply U.S.S.G. § 5G1.3(b)(1), which would have given him
    five months’ credit for time served on an undischarged state
    sentence. That Guideline provides that if:
    a term of imprisonment resulted from another
    offense that is relevant conduct to the instant offense
    of conviction under the provisions of subsections
    (a)(1), (a)(2), or (a)(3) of § 1B1.3 (Relevant Con-
    duct) and that was the basis for an increase in the
    offense level for the instant offense under Chapter
    Two (Offense Conduct) or Chapter Three (Adjust-
    ments), the sentence for the instant offense shall be
    imposed as follows:
    (1)   the court shall adjust the sentence for
    any period of imprisonment already
    served on the undischarged term of
    imprisonment . . . .
    U.S.S.G. § 5G1.3(b). The PSR recommended, and the govern-
    ment does not dispute, that Armstead was eligible for five
    14
    Because we conclude that the district court erred by including individ-
    uals other than the banks and victims of retail fraud in the victim calcula-
    tion, we do not reach Armstead’s argument that the alleged pecuniary
    harms were not supported by the record and had to be excluded from any
    loss calculation as losses “similar” to “finance charges, late fees, [and]
    penalties.” See U.S.S.G. § 2B1.1, cmt. n.3(D)(i).
    UNITED STATES v. ARMSTEAD                       14525
    months’ credit for time served on a state conviction because
    the conduct that resulted in the state conviction was used to
    calculte the Guidelines range for his federal sentence. At the
    sentencing hearing, however, the district court did not men-
    tion § 5G1.3(b)(1) or adjust Armstead’s sentence for the time
    served. Because Armstead did not object at sentencing, we
    review for plain error. 
    Rendon-Duarte, 490 F.3d at 1146
    .
    The Guidelines are now advisory. United States v. Booker,
    
    543 U.S. 220
    , 245 (2005). Even so, the Guidelines remain
    central to the sentencing regime. “As a matter of administra-
    tion and to secure nationwide consistency, the Guidelines
    should be the starting point and the initial benchmark.” 
    Gall, 128 S. Ct. at 596
    . The district court must begin the sentencing
    process by acccurately calculating the Guidelines range.
    
    Carty, 520 F.3d at 991
    (“All sentencing proceedings are to
    begin by determining the applicable Guidelines range.”). The
    court’s consideration of the Guidelines does not, however,
    end there. After the Guidelines range is calculated, the court
    must “determine from Parts B through G of Chapter Five the
    sentencing requirements and options related to probation,
    imprisonment, supervision conditions, fines, and restitution.”
    U.S.S.G. § 1B1.1(h).15
    15
    After considering Parts B through G of Chapter Five, the Guidelines
    direct the court to “[r]efer to Parts H and K of Chapter Five, Specific
    Offender Characteristics and Departures, and to any other policy state-
    ments or commentary in the guidelines that might warrant consideration
    in imposing sentence.” U.S.S.G. § 1B1.1(i). The Supreme Court recently
    affirmed the continued validity of departures pursuant to Parts H and K of
    Chapter Five. Irizarry v. United States, 
    128 S. Ct. 2198
    , 2202-03 (2008)
    (explaining that “variances” pursuant to § 3553 are different from “depar-
    tures” as defined in the Guidelines). Prior to Irizarry, we held that a dis-
    trict court did not err by declining to consider a departure under U.S.S.G.
    § 5K1.1, instead considering the relevant facts under § 3553(a) because
    the two analyses were largely duplicative. United States v. Zolp, 
    479 F.3d 715
    , 721-22 (9th Cir. 2007). We express no opinion on the continued
    vitality of Zolp post-Irizarry. The portion of the Guidelines with which we
    are here concerned, Chapter 5, Part G, does not expressly reference
    § 3553(a) or the departure provisions of Chapter 5, Parts H and K. Thus,
    Zolp is inapplicable here.
    14526              UNITED STATES v. ARMSTEAD
    [14] Here, after calculating the Guidelines range, the dis-
    trict court did not consider § 5G1.3(b)(1), contrary to the
    express direction in § 1B1.1(h). Section 5G1.3(b)(1)’s lan-
    guage is mandatory: “the court shall adjust the sentence for
    any period of imprisonment already served on the undis-
    charged term of imprisonment.” (Emphasis added.) The dis-
    trict court erred in not including this adjustment in its
    Guidelines calculation as “the starting point” of the sentenc-
    ing proceeding. 
    Gall, 128 S. Ct. at 596
    .
    [15] This error was compounded by the court’s failure to
    give any reason for its decision — if it, indeed, made such a
    decision — not to apply the adjustment. Because the provi-
    sion is mandatory, a court’s declining to make the adjustment
    results in a sentence that departs from the Guidelines. See
    United States v. Fifield, 
    432 F.3d 1056
    , 1061 (9th Cir. 2005)
    (explaining that the imposition of consecutive sentences con-
    trary to § 5G1.3(b)(2), when applicable, is a deviation from
    the Guidelines). Because the Guidelines are now advisory, a
    sentencing court is free to impose a sentence outside of the
    Guidelines. If it does so, however, the court must adequately
    explain the reason(s) for the deviation. 
    Carty, 520 F.3d at 992
    (“[T]he judge must explain why he imposes a sentence out-
    side the Guidelines.”) (citing 
    Rita, 127 S. Ct. at 2468
    ; 
    Gall, 128 S. Ct. at 594
    ). Thus, the court’s failure to provide a justifi-
    cation for its decision not to apply the § 5G1.3(b)(1) credit for
    time served was error. See United States v. Lane, 
    509 F.3d 771
    , 775-76 (6th Cir. 2007) (finding no error where the dis-
    trict court explained that applying the § 5G1.3(b)(1) credit
    would not properly reflect the § 3553(a) factors).
    It remains to determine whether the district court’s error in
    failing to give the § 5G1.3(b)(1) credit and in also failing to
    explain or justify its action is plain error. “An error is plain
    if it is ‘contrary to the law at the time of appeal.’ ” United
    States v. Ameline, 
    409 F.3d 1073
    , 1078 (9th Cir. 2005) (en
    banc) (quoting Johnson v. United States, 
    520 U.S. 461
    , 468
    (1997)). Because, as explained above, both the Supreme
    UNITED STATES v. ARMSTEAD                14527
    Court and this court have repeatedly emphasized the centrality
    of the Guidelines and the need for the sentencing court to
    explain any deviation from the Guidelines, we conclude that
    the error is plain. We further conclude that the error affected
    Armstead’s substantial rights, given that the starting point for
    consideration of the § 3553(a) factors was five months higher
    than it should have been. See United States v. Rodriguez-
    Lara, 
    421 F.3d 932
    , 949 (9th Cir. 2005) (holding that the
    defendant’s substantial rights were affected where the defen-
    dant “was entitled to a lower Guideline range than that under
    which he was actually sentenced”). Moreover, it appears from
    the sentencing record that the sentence was based on the erro-
    neous belief that it was the highest within-Guidelines sen-
    tence. If the Guidelines sentence had been adjusted for the
    time-served credit, the highest within-Guidelines sentence
    would have been five months shorter.
    [16] Finally, we hold that the error “seriously affect[ed] the
    fairness, integrity or public reputation of judicial proceed-
    ings.” 
    Rendon-Duarte, 490 F.3d at 1146
    (quoting 
    Olano, 507 U.S. at 732
    ). As the Supreme Court has explained, § 5G1.3(b)
    protects a defendant “against having the length of his sentence
    multiplied by duplicative consideration of the same criminal
    conduct.” Witte v. United States, 
    515 U.S. 389
    , 405 (1995).
    For reasons unexplained on the record, most likely an over-
    sight, Armstead was denied this protection. This error seri-
    ously affects the integrity of judicial proceedings because it
    may well be that, had the district court considered the credit
    under §5G1.3(b)(1), it still would have sentenced him to the
    top of the Guidelines sentence, which would have been five
    months less.
    [17] We conclude that the district court clearly erred in not
    considering the effect of § 5G1.3(b)(1) on its sentence. At
    resentencing, the court should either give Armstead five
    months’ credit for time served under § 5G1.3(b)(1) or explain
    why it declines to apply that sentencing adjustment.
    14528             UNITED STATES v. ARMSTEAD
    F.    Procedural Challenges Under § 3553(a)
    Armstead further contends that the district court erred by
    misstating the parsimony provision in 18 U.S.C. § 3553(a)
    and failing to address his parity argument when discussing the
    § 3553(a) factors. Because any imposition of a sentence must
    start with a correct Guidelines calculation, 
    Carty, 520 F.3d at 991
    , on remand, the district court will have to reconsider the
    § 3553(a) factors with the correct Guidelines range in mind.
    Thus, we decline to reach Armstead’s procedural arguments
    with regard to the application of the § 3553(a) factors.
    III.   CONCLUSION
    Having concluded that the district court committed signifi-
    cant procedural error, we do not address the substantive rea-
    sonableness of Armstead’s sentence. We vacate Armstead’s
    sentence and remand for resentencing in accordance with this
    opinion.
    VACATED and REMANDED.