International Junior College of Business & Technology, Inc. v. Duncan ( 2015 )


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  •           United States Court of Appeals
    For the First Circuit
    No. 13-2547
    INTERNATIONAL JUNIOR COLLEGE OF BUSINESS AND TECHNOLOGY, INC.,
    d/b/a International Junior College;
    L'IMAGE EDUCATIONAL CORP.,
    d/b/a Rogie's School of Beauty Culture,
    Plaintiffs, Appellants,
    v.
    ARNE DUNCAN, in his official capacity as
    Secretary of the United States Department of Education,
    Defendant, Appellee.
    APPEAL FROM THE UNITED STATES DISTRICT COURT
    FOR THE DISTRICT OF PUERTO RICO
    [Hon. Bruce J. McGiverin, Magistrate Judge]
    Before
    Thompson, Kayatta, and Barron,
    Circuit Judges.
    Ronald L. Holt, with whom Matthew L. Hoppock and Dunn &
    Davison LLC, were on brief, for appellants.
    Rosa E. Rodríguez-Vélez, United States Attorney, with whom
    Nelson Pérez-Sosa, Assistant United States Attorney, and Jennifer
    L. Woodward, Office of the General Counsel, United States
    Department of Education, were on brief, for appellee.
    September 16, 2015
    THOMPSON, Circuit Judge.           The United States Department
    of Education ("DOE") Secretary decided through an administrative
    proceeding     that        International    Junior    College     of     Business   and
    Technology,         Inc.    ("International")       could   not    participate       in
    certain federal student financial assistance programs because the
    school     failed     to    comply   with   a   requirement       that    for-private
    colleges derive at least 10 percent of their revenue from some
    source other than federal student aid.               International brought suit
    under the Administrative Procedure Act ("APA"), 5 U.S.C. § 701 et
    seq., in Puerto Rico district court to challenge the decision, but
    this       effort     was      unsuccessful,     as     the       court     dismissed
    International's claims on summary judgment.                   Now, International
    asks us to take another look at the agency's decision, arguing
    that the DOE Secretary erred in several respects.
    We disagree, and so for the reasons discussed below, we
    affirm the court's summary judgment dismissal of International's
    claims.1
    BACKGROUND
    These facts are not disputed by the parties, unless
    otherwise noted.            From 2005 to 2008, the relevant timeframe for
    this case, Title IV of the Higher Education Act of 1965, 20 U.S.C.
    1
    The parties consented to conducting all the proceedings
    before a magistrate judge. Therefore, we review the magistrate
    judge's decision as a final judgment of the court. Fed. R. Civ.
    P. 73(c).
    - 3 -
    § 1070, et seq. ("Title IV"), authorized the federal post-secondary
    student aid loan and grant programs.2              Under Title IV, students
    who were enrolled in qualifying educational programs at eligible
    post-secondary    institutions       and    who   met   certain   eligibility
    requirements could receive federal loans and grants to help pay
    for their tuitions. The schools, however, were given direct access
    to the students' funds and were in charge of disbursing the funds
    to students.
    Under Title IV, for-profit, post-secondary educational
    institutions ("proprietary institutions of higher education") were
    permitted to participate in the Title IV aid programs if they met
    certain requirements.      One such requirement was that they had to
    earn "at least 10 percent of [their] revenues from sources that
    are not derived from funds provided under [Title IV]."               20 U.S.C.
    § 1002(b)(1)(F)(2003).      This requirement was known as the "90/10
    rule",   and   according   to    the       DOE,   was   enacted   "to    require
    proprietary    institutions     to   attract      students   based      upon   the
    quality of their programs, not solely because the institutions
    2  The statute and some of the relevant implementing
    regulations have been amended multiple times, but the parties do
    not dispute that the regulations as they existed from 2005 to 2008
    govern this case. The Higher Education Act was also reauthorized
    in 1998, and some portions were re-codified. We use the citations
    to the code as they existed during the relevant time period.
    - 4 -
    offer     Federal    student   financial       assistance."3       Institutional
    Eligibility Under the Higher Education Act of 1965, as Amended, 59
    Fed. Reg. 6446-01, 6448 (Feb. 10, 1994). "Thus, under the statute,
    these institutions must attract students who will pay for their
    programs with funds other than Title IV . . . program funds."                     
    Id. While the
       Title    IV    statute   set   out    some    of     the
    requirements for the 90/10 rule, it also charged the DOE Secretary
    with implementing regulations to address (among many other things)
    the standards for proprietary institutions' compliance with the
    90/10 rule (and the DOE's enforcement of same).                 See 20 U.S.C. §§
    1002(b)(1)(F), 1094(c)(1999).              So, the DOE Secretary promulgated
    numerous regulations to ensure proprietary institutions' adherence
    to the 90/10 rule and to ensure the institutions were appropriate
    fiduciaries for disbursing the students' funds.                 See 34 C.F.R. §§
    668.23(d), 668.82.         For instance, participating institutions were
    required to submit annual financial audits to the DOE, which had
    to be completed by independent accountants.                 The auditors were
    specifically required to certify that the school derived at least
    10   percent    of   its    revenue   from    sources   other     than    Title   IV
    programs.      The regulations also provided a formula the schools had
    3The statute was originally enacted as the 85/15 rule, but
    was amended to the 90/10 rule in 1998. See Pub. L. No. 105-244,
    § 102(b)(1)(F), 112 Stat. 1581, 1588 (codified at 20 U.S.C. §
    1002).
    - 5 -
    to use to calculate their revenues.         Specifically, an institution
    only satisfied the 90/10 requirement if the Title IV funds the
    school received equaled 90 percent or less of "[t]he sum of
    revenues including [Title IV] program funds generated by the
    institution from: tuition, fees, and other institutional charges
    for students enrolled in [Title IV] eligible programs . . . ."         34
    C.F.R. § 600.5(d)(1)(1999).
    Failure to comply with the 90/10 rule meant a school
    would lose its Title IV eligibility, but the loss of eligibility
    only became effective the fiscal year following the non-compliant
    fiscal year (we note that the fiscal year ran from July 1 to June
    30).        See 34 C.F.R. § 600.40(a)(2)(1998).   A non-complying school
    also could not become eligible to participate in Title IV again
    until        it    "demonstrate[d]   compliance   with   all   eligibility
    requirements for at least the fiscal year following the [non-
    compliant] fiscal year . . . ."4        34 C.F.R. § 600.5(g)(1999).    The
    rule's enforcement was also retroactive, meaning that when the DOE
    made a final assessment of a school's noncompliance with the rule,
    with limited exceptions, the school would have to pay back any
    Title IV funds it received during any year it was ineligible.         See
    4
    This rule has since been amended, and now requires the
    institution to fail compliance with the 90/10 rule for two years
    before it loses Title IV eligibility.         See 34 C.F.R. §
    668.28(c)(1)(2010).
    - 6 -
    id.; 34 C.F.R. § 668.26(d).             Therefore, if a school failed the
    90/10 requirement in, say, the year that ran from July 1, 2004
    through June 30, 2005, it was no longer Title IV-eligible as of
    July 1, 2005.        The school would also have to repay any Title IV
    funds it received from July 1, 2005 through June 30, 2006.                      The
    regulations also relied on schools to self-report to the DOE any
    non-compliance with the 90/10 requirement.
    Naturally,   the   DOE    reviewed      the    audit   reports   the
    institutions submitted, after which the DOE prepared its own "final
    audit determination," or "FAD."              In a FAD, the DOE would notify an
    institution if it concluded that a school had violated any Title
    IV expenditure laws, and, if so, whether the school would be
    required to refund any Title IV funds it should not have received
    during a non-compliant year.            The institutions could appeal these
    final       audit   determinations      to    the    agency   by   requesting    an
    administrative hearing before an agency hearing officer.                    If an
    institution was dissatisfied with the hearing officer's decision,
    it could then appeal to the DOE Secretary.
    International and Its Title IV Woes
    International was a for-profit community college based
    in Puerto Rico.5       The school operated four campuses on the island,
    5
    We could not discern from the (voluminous) record exactly
    when International opened, but it appears the school existed since
    at least 1991.
    - 7 -
    offering non-degree programs (e.g., allied health, technology, and
    cosmetology)     and    associate     degree     programs.    According   to
    International,    for    a   while,   all   of   its   educational   programs
    qualified for Title IV funding (and, as will become apparent, much
    of the school's funding ended up coming from Title IV aid).6
    According to International, most of its students received Title IV
    grant funding to pay their tuitions.
    In early May 2006, International submitted to the DOE
    its independent auditor's report for the fiscal year ending June
    30, 2005, wherein the auditor certified that the school had
    received exactly 90 percent of its revenues from Title IV programs.
    But shortly after the audit was submitted, the DOE noticed in a
    footnote in the auditor's report that International had actually
    received 90.26 percent of its revenues from Title IV funds, and
    that the auditor had rounded the figure down to 90 percent.
    According to the DOE, this rounding practice was not permitted,
    and the DOE informed International of same in a letter dated May
    8, 2006.
    The letter also informed International that because it
    had exceeded the 90 percent threshold, it would be placed on
    "Heightened    Cash     Monitoring     2"   funding,     or   "reimbursement
    6 It's also hard to tell from the record when all of
    International's programs became Title IV-certified, but we know
    that a number of them qualified since at least 1991.
    - 8 -
    funding," effective immediately, until the DOE could complete its
    full review of International's financials.7     This meant the school
    could no longer receive the usual upfront disbursement for its
    students' Title IV aid, and would instead have to make funding
    disbursements to students from its own cash, and then submit a
    reimbursement request.     According to International, it received
    "very few Title IV funds" from that point on; in fact, the school
    was only able to stay afloat through the fall semester because
    sometime between May and December 2006, one of its shareholders
    loaned the school $1.5 million to front the aid disbursements made
    to students.
    Sometime in the next few months, the DOE completed its
    full review of International's Title IV eligibility, and in a
    letter dated November 8, 2006, notified International that because
    the school had not complied with the 90/10 rule during the fiscal
    year ending June 30, 2005 (i.e., fiscal 2005), and did not timely
    submit audits for either that year or the year prior, the DOE was
    denying   the   school's   application    to   renew   its   Title   IV
    participation for fiscal 2006.     Thus, according to the letter,
    International's Title IV eligibility lapsed on July 1, 2005 (the
    first day of fiscal 2006).   The letter also informed International
    7Since September 2002, the school was already on probationary
    Title IV eligibility status for a different violation (an issue
    with its past loan default rates).
    - 9 -
    that it could dispute the DOE's decision by demonstrating that the
    DOE's reasons for rejecting the recertification application were
    flawed.
    International   responded     to   the   letter,   but   did   not
    challenge the DOE's findings.        In fact, International conceded
    that "its 2004 and 2005 audits were filed late, and that its fiscal
    2005 Title IV revenue exceeded 90% of all of its relevant tuition
    revenue."    Still, International asked the DOE to reconsider the
    decision not to renew the school's Title IV certification, and to
    adopt one of the several repayment plans International proposed;
    without Title IV aid, the school would have to close, International
    asserted.
    The   DOE   declined,   and   in   December    2006,     informed
    International in another letter that it would not reconsider at
    that time its decision to deny the recertification application.
    The letter also stated that International would have to repay an
    estimated $1.4 million the school received during fiscal 2005 (the
    year it was Title IV-ineligible), and could not participate in
    Title IV again unless (and until) it not only repaid the liability,
    but also demonstrated that it "met the 90/10 Rule in a subsequent
    year."    The letter reminded International that the DOE still had
    to "establish the exact amount of International's liability," so
    International was required to engage an auditor to conduct a
    - 10 -
    "closeout" audit of all the funds International had received up to
    July 1, 2006.
    Apparently out of cash, the school closed in December
    2006 (and, according to the DOE, without ever submitting a closeout
    audit).   After a deal to sell the school fell through,8 in August
    2007, DOE made a final audit determination against International,
    concluding that International was not Title IV-eligible for the
    year ending June 30, 2006 for failing to comply with the 90/10
    rule in the prior fiscal year.      The DOE also determined that
    International was liable for the more than $1.3 million in Title
    IV funds that it received after July 1, 2005.9
    The Administrative Appeals
    International appealed the FAD, and after a hearing, an
    administrative law judge affirmed the decision that International
    violated the 90/10 rule.   The hearing officer concluded that 90.34
    percent of International's fiscal 2005 revenues derived from Title
    IV sources.   Relying on 34 C.F.R. § 600.5(d), the hearing officer
    determined that the school could not include as "revenue" in its
    90/10 calculation the cash payments made by students "who take
    8 According to International, the buyer pulled out because
    the DOE took too long to assess the total amount of the liabilities
    International owed.
    9 Since International did not submit its fiscal 2005 audit
    until May 2006, and thus was not placed on Heightened Cash
    Monitoring until May 2006, the school had received upfront Title
    IV funds from July 1, 2005 to May 2006.
    - 11 -
    only one course at a time on a Saturday," as those students were
    not enrolled in a half- or full-time academic program.
    International appealed the hearing officer's decision to
    the DOE Secretary, arguing that the officer's "interpretation of
    [34 C.F.R. § 600.5(d)(1)] is overly restrictive" because the
    regulation     "permits   an   institution      to     include   revenue   from
    students taking courses in Title IV-eligible programs on a less
    than a [sic] half-time basis."            The Secretary concluded that
    whether or not a student was enrolled in a Saturday course was
    irrelevant; rather, what mattered was whether the student was also
    enrolled in a Title-IV eligible program.              The Secretary therefore
    remanded the case back to the hearing officer to conduct additional
    factfinding as to how many students at International were actually
    enrolled in a Title-IV eligible program.
    On remand, the administrative judge affirmed again,
    finding that International presented "no convincing evidence" that
    the "Saturday-only students [were] enrolled in any Title IV-
    eligible programs."
    International appealed (again) to the Secretary, and on
    this second appeal, raised an additional argument -- that even if
    the   Secretary   were    to   agree   with     the    hearing   officer   that
    International violated the 90/10 rule, the Secretary should allow
    International to remedy the violation (and also forgive the $1.3
    - 12 -
    million liability), as he did in his recent decision concerning
    another school in a similar circumstance.10
    This go-round, though, the Secretary affirmed, rendering
    the final audit determination a final agency action.               While the
    Secretary    questioned   the    adequacy   of    the    hearing    officer's
    factfinding,   he   nonetheless    affirmed      the    90/10   determination
    because International did not "straightforwardly challenge [the
    hearing officer's] fact-finding."       The Secretary also declined to
    forgive International's liability, concluding that International's
    case was too distinguishable from the case it was relying on to
    request that remedy.11
    This Lawsuit
    Still dissatisfied, International brought an APA action
    in the Puerto Rico district court,12 asking for a declaratory
    judgment that the DOE's final audit determination was arbitrary
    and capricious, as well as a stay on the DOE's enforcement of the
    10International also made additional arguments that are not
    relevant to this appeal.
    11 The Secretary assumed without deciding that this issue,
    which wasn't raised on the first appeal to him, was properly
    preserved.
    12 The APA provides that "[a] person suffering legal wrong
    because of agency action, or adversely affected or aggrieved by
    agency action within the meaning of a relevant statute, is entitled
    to judicial review thereof." 5 U.S.C. § 702.
    - 13 -
    FAD.13    Specifically, International made the following relevant
    claims:    (1) the DOE Secretary acted arbitrarily and capriciously
    because he would not forgive International's 90/10 violation, even
    though    he    did   forgive   a   "similarly   situated"   school's   90/10
    violation; (2) the DOE's 90/10 determination against International
    was incorrect because the calculation improperly excluded the
    revenue from the students enrolled in the Saturday-only courses;
    and (3) the DOE should have allowed International to cure its 90/10
    default.14
    The case ensued, and International moved to compel the
    DOE to produce documentation of the policies and procedures leading
    to its decision, but a magistrate judge denied that request.
    Relying on the administrative record, the DOE then moved for
    summary judgment, asking the court to dismiss International's
    complaint.       International also moved for summary judgment in its
    favor.    The magistrate judge granted the DOE's motion and denied
    International's, thus dismissing the action.             Specifically, the
    13An additional plaintiff, L'Image Educational Corp., was not
    involved in this matter, but because the DOE could impose
    International's liabilities on L'Image based on the companies'
    ownership   structure,   see   34   C.F.R.   §§   668.15(c)(2006),
    668.174(b)(2002), it was named as a plaintiff in the suit.
    14International also brought a fourth claim -- that the DOE
    acted arbitrarily and capriciously by taking too long to assess
    the school's total liabilities, thus prompting the anticipated
    buyer of the school to terminate the deal. But International does
    not pursue this claim before us.
    - 14 -
    magistrate     judge    found   that   the    Secretary's      definition   of
    "revenues" was reasonable; that the Secretary's affirmance of the
    FAD was not an abuse of discretion; and that the Secretary did not
    err   in    rejecting   International's      attempts   to   cure   its   90/10
    violation.
    This timely appeal followed.
    STANDARD OF REVIEW
    We review a trial court's grant of summary judgment de
    novo.      Morón-Barradas v. Dep't of Educ., 
    488 F.3d 472
    , 478 (1st
    Cir. 2007).       But when reviewing an agency decision, "[b]ecause
    both the district court and this court are bound by the same
    standard of review, . . . our review . . . is . . . in effect,
    direct review of the [agency's] decision."            Atieh v. Riordan, No.
    14-1947, 
    2015 WL 4855786
    , at *2 (1st Cir. Aug. 14, 2015).
    The summary judgment "rubric" also "has a special twist
    in the administrative law context."          Associated Fisheries of Me.,
    Inc. v. Daley, 
    127 F.3d 104
    , 109 (1st Cir. 1997).              When, as here,
    the   governing    statute   "incorporates      the   familiar   standard   of
    review     associated    with   the    Administrative        Procedure    Act,"
    "judicial review, even at the summary judgment stage, is narrow."
    
    Id. That is
    because "the APA standard affords great deference to
    agency decisionmaking," and "the Secretary's action is presumed
    valid." 
    Id. Thus, "a
    court may set aside an administrative action
    only if that action is arbitrary, capricious, or otherwise contrary
    - 15 -
    to law."    Id.; 5 U.S.C. § 706(2)(A).      In other words, we "focus on
    whether the agency examined the relevant data and articulated a
    satisfactory    explanation   for    its   action    including   a   rational
    connection between the facts found and the choice made."             Sistema
    Universitario Ana G. Mendez v. Riley, 
    234 F.3d 772
    , 777 (1st Cir.
    2000) (citation and alterations omitted).
    DISCUSSION
    International's appellate claims fall into three camps.
    First,     International   argues    that      the   DOE   regulations,    as
    promulgated, wrongly interpreted the 90/10 rule because their
    definition of "revenues" was too narrow for purposes of calculating
    a school's 90/10 compliance.        Even if the regulations were valid,
    International argues, the Secretary arbitrarily and capriciously
    applied them to International's case, and so the DOE's 90/10
    assessment was improper.      Second, International claims that even
    if the agency's 90/10 calculation were correct, the Secretary
    should have let International try to cure its default.           And third,
    International argues that the magistrate judge erred by denying it
    the chance to conduct discovery.
    We address each of International's arguments.
    A. The Secretary's 90/10 Calculations
    As we noted above, International first argues that in
    promulgating the implementing regulations, the Secretary did not
    correctly interpret the 90/10 statutory provision, 20 U.S.C. §
    - 16 -
    1002(b)(1)(F)(2003).         We    will      delve    into    the    particulars       of
    International's      claim    in        a     little      bit,      but    generally,
    International argues that the DOE regulations improperly excluded
    certain types of tuition revenue in the 90/10 calculus and that if
    the   regulatory     definition        of    "revenues"      was    not    so   narrow,
    International would have fallen below the 90 percent threshold.
    As   we    mentioned        above,    Title       IV    requires     that    a
    proprietary institution ensure that "at least 10 percent of the
    school's revenues [come] from sources that are not derived from
    funds provided under [Title IV], as determined in accordance with
    regulations     prescribed        by    the     Secretary."           20    U.S.C.      §
    1002(b)(1)(F)(2003).         And       the   regulations      "prescribed       by   the
    Secretary" provided that:
    An   institution    satisfies the   [90/10]
    requirement . . . by examining its revenues
    under the following formula for its latest
    complete fiscal year:
    [Title IV] program funds the institution used
    to satisfy its students' tuition, fees, and
    other institutional charges to students
    [divided by]
    [t]he sum of revenues including [Title IV]
    program funds generated by the institution
    from: tuition, fees, and other institutional
    charges for students enrolled in [Title IV]
    eligible programs as defined in 34 CFR 668.8;
    and activities conducted by the institution,
    to the extent not included in tuition, fees,
    and other institutional charges, that are
    necessary for the education or training of its
    - 17 -
    students who are enrolled in those eligible
    programs.
    34 C.F.R. § 600.5(d)(1)(1999).       In other words, according to the
    regulations, only the funds the school generated from students
    enrolled in Title IV programs (and not from the whole student body)
    could be used to calculate a school's total "revenues."
    International argues that this regulation constitutes an
    erroneous interpretation of the term "revenues," as it was used in
    the Title IV statute, because "revenues," taking its ordinary
    meaning, "would include all non-title IV income received for
    tuition    .   .   .   regardless   of   its   source."   Specifically,
    International wanted the DOE to include the cash payments it
    received from the students enrolled in the individual Saturday
    courses, even if they were not necessarily enrolled in an academic
    program.
    The Supreme Court's two-step framework, as laid out in
    Chevron, U.S.A., Inc. v. Natural Resources Defense Council, Inc.,
    
    467 U.S. 837
    (1984), directs our review of this claim.             When
    reviewing an agency's interpretation of a federal statute, we first
    look to see if "Congress has directly spoken to the precise
    question at issue."       
    Id. at 842.
       "If the intent of Congress is
    clear, that is the end of the matter; for the court, as well as
    the agency, must give effect to the unambiguously expressed intent
    of Congress."      
    Id. at 842-43
    (footnote omitted).      "If, however,
    - 18 -
    the court determines Congress has not directly addressed the
    precise question at issue, the court does not simply impose its
    own construction on the statute, as would be necessary in the
    absence of an administrative interpretation." 
    Id. at 843
    (footnote
    omitted).       "Rather, if the statute is silent or ambiguous with
    respect to the specific issue, the question for the court is
    whether     the       agency's      [action]      is     based        on    a    permissible
    construction of the statute."               
    Id. And when
    Congress explicitly
    leaves    "a    gap    for    the    agency      to    fill,    there       is   an   express
    delegation of authority to the agency to elucidate a specific
    provision of the statute by regulation."                       
    Id. at 843
    -44.           These
    "legislative regulations are given controlling weight unless they
    are arbitrary, capricious, or manifestly contrary to the statute."
    
    Id. at 844.
    In stating that "at least 10 percent of the school's
    revenues" had to come "from sources that are not derived from funds
    provided       under   [Title       IV],   as    determined          in    accordance    with
    regulations       prescribed          by    the       Secretary,"           20    U.S.C.    §
    1002(b)(1)(F)(2003) (emphasis added), we construe the statute as
    specifically       delegating        to    the    agency       the    responsibility       of
    defining "revenues".           But International simply ignores the latter
    part of the statute, failing to argue why we should not read the
    statute this way.            Left to our own devices, we see no reason why
    we should not (particularly because we do not see what purpose the
    - 19 -
    "as determined in accordance with regulations prescribed by the
    Secretary" language would otherwise have).            See Corley v. United
    States, 
    556 U.S. 303
    , 314 (2009) (noting that statutes should be
    "construed so that effect is given to all provisions, so that no
    part will be inoperative or superfluous, void or insignificant").
    Thus, the relevant question here is whether the regulation's
    definition was "arbitrary, capricious, or manifestly contrary to
    the statute."      
    Chevron, 467 U.S. at 844
    .
    International does not directly address this part of the
    Chevron inquiry, but does (scantly) argue that the definition of
    "revenues" should have been more broad because Congress intended
    to "put pressure on schools like International to attract students
    willing to pay out of pocket for education based on the quality of
    education   that    school    provides,"   and   so   "cash    payments   from
    students willing to pay out of pocket for individual courses
    certainly ties directly to Congress' intent to identify the quality
    of an institution's education by requiring that some of its tuition
    revenues come from sources other than the Title IV programs."              But
    International,       while    proffering     a     potential     alternative
    definition, does nothing to address the actual legal standard --
    that is, whether the definition of "revenues" that the Secretary
    chose,   and    implemented    via   regulation,      was   unreasonable    or
    - 20 -
    otherwise contrary to Congressional intent.15                 
    Chevron, 467 U.S. at 845
         ("If    [an    administrative    interpretation]      represents     a
    reasonable       accommodation        of   conflicting    policies      that     were
    committed to the agency's care by the statute, we should not
    disturb it unless it appears from the statute or its legislative
    history that the accommodation is not one that Congress would have
    sanctioned.").
    International arguably waived this argument by failing
    to develop it.         See United States v. Zannino, 
    895 F.2d 1
    , 17 (1st
    Cir. 1990).          Waiver aside, we think International's claim falters
    on the merits.           Clearly the statutory term "school's revenues"
    cannot mean literally all revenues of any type (such as, for
    example, donations, licensing fees, grants, etc.).                 Given the need
    to draw a line, and Congress's aim to have institutions demonstrate
    a private market demand for the subsidized programs at proprietary
    institutions, the exclusion of tuition payments by persons picking
    and choosing only parts of the eligible Title IV programs rather
    than    the    actual       program   itself   would   seem   to   be   within   the
    15
    International does direct us to some statements made by
    several   Congressmen   purportedly    questioning   whether  the
    Secretary's definition of "revenues" was overly restrictive. But,
    as International concedes, these statements were made after the
    statute was enacted.    As the Supreme Court has said, "[p]ost-
    enactment legislative history (a contradiction in terms) is not a
    legitimate tool of statutory interpretation . . . [because it] by
    definition could have had no effect on the congressional vote."
    Bruesewitz v. Wyeth LLC, 
    562 U.S. 223
    , 242 (2011) (citation
    omitted).
    - 21 -
    boundaries of a non-arbitrary line that comports with the statute's
    intent.    See Career Coll. Ass'n v. Riley, 
    70 F.3d 637
    at *2 (D.C.
    Cir. 1995) (per curiam) (unpublished) ("It is reasonable to infer
    . . . that when Congress added the 15% requirement it intended to
    ensure higher quality in the very programs it was subsidizing under
    that title, namely the eligible ones.").
    Application of the Regulations
    Moving from the general to the specific, we next address
    International's       claim       that     the    DOE    misapplied       the   90/10
    regulations in this case.               Despite the fact that International
    admitted   early      on   in   the     administrative     proceedings      that   it
    violated the 90/10 rule, International now insists that the DOE
    should have included in its calculations of International's total
    income the cash tuition payments the school received from students
    who were enrolled in the individual Saturday courses (even if the
    students were not necessarily enrolled in a degree or non-degree
    program), and that if the DOE had considered those payments, its
    revenues from non-Title IV sources would have exceeded 10 percent
    of the school's total income.
    As   we    explained         above,   the    Secretary's      regulation
    defined a school's overall "revenues," in relevant part, as those
    funds deriving from "tuition . . . for students enrolled in
    eligible programs as defined in 34 C.F.R. § 668.8."                    34 C.F.R. §
    600.5(d)(1)(1999).          And    34    C.F.R.    §    668.8   defined    "eligible
    - 22 -
    programs" as those programs that required a certain minimum number
    of weeks and hours of instruction and prepared students for
    "gainful employment in a recognized occupation."        34 C.F.R. §
    668.8(d)(1)(iii)(1987).16    Recognizing that an individual course
    did not meet the regulation's definition of an "eligible program,"
    International nonetheless argues that because the courses were
    creditable toward a degree program, the income derived from them
    16   34 C.F.R. § 668.8(d)(1987) provided:
    An eligible program provided by a proprietary
    institution    of    higher   education    or
    postsecondary vocational institution—
    (1)(i) Must require a minimum of 15 weeks of
    instruction, beginning on the first day of
    classes and ending on the last day of classes
    or examinations; (ii) Must be at least 600
    clock hours, 16 semester or trimester hours,
    or 24 quarter hours; (iii) Must provide
    undergraduate training that prepares a student
    for gainful employment in a recognized
    occupation; and (iv) May admit as regular
    students persons who have not completed the
    equivalent of an associate degree;
    (2) Must . . . (i) Require a minimum of 10
    weeks of instruction, beginning on the first
    day of classes and ending on the last day of
    classes or examinations; (ii) Be at least 300
    clock hours, 8 semester or trimester hours, or
    12 quarter hours; (iii) Provide training that
    prepares a student for gainful employment in
    a recognized occupation; and (iv)(A) Be a
    graduate or professional program; or (B) Admit
    as regular students only persons who have
    completed the equivalent of an associate
    degree.
    - 23 -
    should have been included as "revenue."      International argues that
    DOE precedent demands this conclusion.
    The   precedent   International   relies   on   is   a   single
    administrative decision, Sinclair Community College, U.S. Dep't of
    Educ., No. 89-21-S, 75 Educ. L. Rep. 1296 (May 31, 1991) (aff'd by
    the Sec'y, Sept. 26, 1991), where the DOE held that even if a
    student had not yet declared a major, her tuition payments would
    still be considered revenue for Title IV purposes if she was
    enrolled in an eligible program.      To be sure, "[d]eparture from
    agency precedents embodied in prior adjudicative decisions can
    constitute an abuse of discretion if the reasons for the failure
    to follow precedent are not explained."       River St. Donuts, LLC v.
    Napolitano, 
    558 F.3d 111
    , 117 (1st Cir. 2009).         But even if we
    assume, without deciding, that Sinclair has precedential value in
    this case,17 Sinclair would not help International -- the school
    in Sinclair "verif[ied] that its students were enrolled in programs
    of study leading to a degree or certificate," and the students
    simply had not yet declared a major.        Sinclair, 75 Educ. L. Rep.
    1296.     Here, International has not asserted that the students
    enrolled in the individual courses were "enrolled in programs of
    17An issue we need not address given our holding that Sinclair
    is inapposite, the DOE argues that Sinclair cannot be applied here
    at all because it actually predated the existence of the 90/10
    rule, and so its holding could not have been intended to extend to
    application of the 90/10 regulations.
    - 24 -
    study leading to a degree or certificate," so we do not see how
    Sinclair is even persuasive -- a distinction certainly exists
    between students taking just one course and students who have
    already committed to a whole program.              Given that International
    makes   no   other    arguments   as    to   how   the   DOE   misapplied   the
    regulations in determining that International had violated the
    90/10 rule, we conclude that the Secretary did not abuse his
    discretion in this regard.
    B.    International's Attempts to Cure
    Next, International argues that the Secretary erred in
    rejecting its attempts to cure its 90/10 violation because one,
    the Title IV statute required the Secretary to give the school an
    opportunity to fix its mistake, and two, the Secretary's decision
    was inconsistent with his prior treatment of a similarly situated
    school, which he did allow to cure its 90/10 violation.
    The DOE Secretary's 2009 decision in Gibson Barber &
    Beauty College provides the backdrop for this set of arguments.
    In 2005, the DOE issued a final audit determination against
    Mississippi-based Gibson Barber & Beauty College ("Gibson") for
    violating the 90/10 rule in fiscal 2002.           See U.S. Dep't of Educ.,
    No. 05-49-SA (Nov. 25, 2009).          The DOE determined that the school
    had derived 92 percent of its revenue from Title IV sources
    (exceeding the 90 percent threshold by $3,850) and sought the
    - 25 -
    return of about $186,000 of Title IV funds the school had received
    the following year, fiscal 2003.          
    Id. at *2.
    In appealing the FAD to a hearing officer, Gibson pointed
    out that because the school anticipated in 2002 that it would not
    comply with the 90/10 rule, that same year, the school's owner
    loaned the school $3,850 (which she later converted to a donation)
    with the purpose of making the school 90/10-compliant.               
    Id. The hearing
       officer   determined,    however,      that   donations   did     not
    constitute an acceptable source of revenue, as defined by the
    regulations, and therefore, the school still had not complied with
    the 90/10 rule during the 2002 fiscal year.              
    Id. at *1-2.
         Thus,
    the hearing officer concluded, Gibson was liable for the $186,000
    it received in fiscal 2003.        
    Id. Gibson appealed
    to the DOE Secretary. 
    Id. The Secretary
    reversed the FAD, concluding that although the donation did not
    count as revenue, "requiring [Gibson] to repay $186,958 because
    [it] exceeded the 90/10 calculation by $3,850 is not in accord
    with [Gibson's] effort to execute corrective measures to bring the
    institution within compliance of the 90/10 rule."            
    Id. at *2.
         The
    Secretary relied on 34 C.F.R. § 668.113(d),18 which he interpreted
    18   34 C.F.R. § 668.113(d) (1998) provided:
    (1) If an institution's violation that
    resulted in the final audit determination . .
    . results from an administrative, accounting,
    or recordkeeping error, and that error was not
    - 26 -
    as   granting       him     the    "authority      to    accept    an    institution's
    corrective measures in the administration of Title IV funds when
    in   my    judgment       such    measures      'eliminate       the    basis   for   the
    liability' sought by [the DOE] . . . ."                      
    Id. Specifically, the
    Secretary noted that Gibson exceeded the 90 percent threshold by
    only a "conspicuously small amount of money;" there was no evidence
    that      Gibson   had     engaged       in   fraud     or   a   pattern   of   similar
    violations;        Gibson    had    no    other    regulatory      infractions;       and
    Gibson's attempted corrective measure (the $3,850 donation) would
    have brought the school in compliance had the donation been an
    acceptable source of revenue.                 
    Id. at *2-3.
    Here, International urged the Secretary to take the same
    course as in Gibson, that is, to forgive the school's $1.3 million
    liability.     But the Secretary rejected that argument, finding that
    International's case was too distinguishable from Gibson's, such
    that "[t]he scope of the equitable remedy authorized in [Gibson]
    part of a pattern of error, and there is no
    evidence of fraud or misconduct related to the
    error, the Secretary permits the institution
    to correct or cure the error.
    (2) If the institution is charged with a
    liability as a result of an error described in
    paragraph   (d)(1)   of  this   section,   the
    institution cures or corrects that error with
    regard to that liability if the cure or
    correction eliminates the basis for the
    liability.
    - 27 -
    does   not     encompass    the    facts     of"   International's       case.
    Specifically, the Secretary found that International's case was
    distinguishable from Gibson's because (1) International exceeded
    the 90 percent threshold by more than double the amount Gibson
    had, such that International's deficit was not "conspicuously
    small" like Gibson's was; (2) the DOE had already questioned
    International's ability to serve as a responsible fiduciary to the
    Title IV funds, illustrated by the fact that International had
    already been placed on Heightened Cash Monitoring; and (3) unlike
    Gibson, International did not establish that it had anticipated
    the 90/10 shortfall and then "corrected or cured the error that
    resulted in liability," in the same year that the violation
    occurred, and "in a manner that eliminates the basis of liability."
    International argues that the Secretary's decision was
    erroneous in two respects.         First, International claims that a
    statutory    provision,    20   U.S.C.   §   1099c-1(b)(3),   on   its   face
    required the Secretary to allow the school to "cure its error
    absent a pattern of error and absent fraud or misconduct related
    to the error."    And second, International argues that it did cure
    its 90/10 error by infusing cash into the school with the $1.5
    million loan from the owner, similar to the tack Gibson took, such
    that its 90/10 violation also should have been forgiven.
    First, we easily dispose of the claim that 20 U.S.C. §
    1099c-1 required the Secretary to allow International to cure its
    - 28 -
    default.      To be sure, § 1099c-1(b)(3) provided that "the Secretary
    shall     .   .   .   permit   the    institution      to    correct     or    cure    an
    administrative, accounting, or recordkeeping error if the error is
    not part of a pattern of error and there is no evidence of fraud
    or misconduct related to the error."                   (Emphasis added).              The
    implementing          regulation     provided,       however,     that        "[i]f    an
    institution's         violation      that   resulted        in   the   final      audit
    determination . . . results from an administrative, accounting, or
    recordkeeping error, and that error was not part of a pattern of
    error, and there is no evidence of fraud or misconduct related to
    the error, the Secretary permits the institution to correct or
    cure the error."           34 C.F.R. § 668.113(d)(1) (1999) (emphasis
    added).19     But International argues only that the "Secretary had a
    statutory duty to permit International to cure its error absent a
    pattern of error and absent fraud or misconduct related to the
    error."       While International does not clearly argue such, we
    interpret this claim as one that the statute's use of mandatory
    language -- "shall" -- required the Secretary to let the school
    correct or cure its mistake, while the implementing regulation's
    use of discretionary language -- "permits" -- did not, thus
    19 Given the language in both the statute and the implementing
    regulation referencing administrative accounting or bookkeeping
    errors, we do not even see how these provisions would ever apply
    to a substantive 90/10 violation. We will assume without deciding,
    however, that the statute could apply to an actual 90/10 violation
    because the DOE does not make this argument.
    - 29 -
    rendering      the   regulation's       interpretation          of    the   statute
    erroneous.     However, International provides no developed argument
    as to why the statute and regulation are inconsistent just because
    their language is not identical, such that the Secretary per se
    erred by relying on the regulation.            See Gutierrez de Martinez v.
    Lamagno, 
    515 U.S. 417
    , 432 n.9 (1995) ("Though 'shall' generally
    means 'must,' legal writers sometimes use, or misuse, 'shall' to
    mean   'should,'     'will,'    or    even   'may.'").       This      argument    is
    therefore waived for lack of development.               See 
    Zannino, 895 F.2d at 17
    .
    Next, International argues that even if the decision to
    permit   the   school   to     cure   its    90/10    problem    was    solely    the
    Secretary's discretionary call, he arbitrarily and capriciously
    applied 34 C.F.R. § 668.113(d) in a manner inconsistent with the
    standard set forth in his decision in Gibson. International claims
    that   the   distinctions      the    Secretary      drew   between     Gibson    and
    International were "strained" and "minor" because (1) like Gibson,
    International did not have any prior regulatory violations when
    the 90/10 assessment was imposed; (2) the amount by which both
    schools exceeded the 90 percent threshold was "de minimis"; and
    (3) International took the same corrective action Gibson took by
    making a donation to the school.
    While not explicitly so, International's claim is framed
    as one that the Secretary arbitrarily departed from prior precedent
    - 30 -
    (i.e., the Gibson decision) in refusing to grant relief from
    International's 90/10 violation.20             And "[d]eparture from agency
    precedents embodied in prior adjudicative decisions can constitute
    an abuse of discretion if the reasons for the failure to follow
    precedent are not explained."            River St. Donuts, 
    LLC, 558 F.3d at 117
    .
    But   International's       claim     stands   on   shaky   footing.
    While an agency must "explain[] why change is reasonable" when it
    departs from prior agency precedent, Shaw's Supermarkets, Inc. v.
    NLRB, 
    884 F.2d 34
    , 41 (1st Cir. 1989), International has not
    argued, let alone established, that the holding set forth in Gibson
    reflected    any      "prior   norm,"    "usual    rule[]   of   decision,"   or
    "consistent precedent" of the DOE, see 
    id. at 36-37
    (internal
    quotation marks omitted), such that the Secretary was bound by the
    Gibson decision in first place.              See also River St. 
    Donuts, 558 F.3d at 116
    (noting the agency was departing from a "policy").
    And we see Gibson, at best, as simply a case-specific application
    of 34 C.F.R. § 668.113(d) (and likely an incorrect one at that,
    from what we can tell).         Indeed, the Secretary specifically said
    in Gibson:
    I   do    not   hold   as   a   general   matter    that
    20
    The magistrate judge also interpreted the nature of
    International's claim this way, and neither party took issue with
    this characterization in the briefing.
    - 31 -
    violations of the 90/10 rule are to be
    considered administrative errors or that such
    violations   are   always   subject   to   the
    extraordinary remedial exceptions of section
    668.113(d). Rather, this decision stands for
    the    limited    proposition    that    under
    circumstances that I deem applicable, I may
    exercise my authority to accept a corrective
    action of an isolated regulatory violation .
    . . .
    Gibson at *2 n.6.        Thus, we do not see (and International has not
    shown)    how   Gibson    reflected   agency    precedent,    such   that   the
    Secretary was even required to explain his reasons for departing
    from that case in deciding this one.
    Even if we assume, however, that the Secretary owed
    International an explanation, International's claim would still
    fail because the Secretary more than adequately explained why
    International's case was distinguishable from Gibson's.21               As we
    have said before, "[t]he agency's actions are presumed to be
    valid," P.R. Tel. Co. v. Telecomm. Regulatory Bd. of P.R., 
    665 F.3d 309
    , 319 (1st Cir. 2011), and so the Secretary's decision to
    depart from prior precedent need only be "supported by a rational
    basis," River St. Donuts, 
    LLC, 558 F.3d at 117
    .                Also, as the
    Secretary   noted,   the     DOE   already   had   concerns   about   whether
    21 As we noted above, the law would require the Secretary to
    "focus[] upon the issue and explain[] why change is reasonable,"
    Shaw's Supermarkets, Inc. v. NLRB, 
    884 F.2d 34
    , 41 (1st Cir. 1989),
    but International doesn't argue that the Secretary did not focus
    on the issue.
    - 32 -
    International     could   operate    as      a   responsible   fiduciary
    (illustrated by the fact that the DOE had placed the school on
    Heightened Cash Monitoring), which was a concern that did not exist
    in the Gibson case.22     Further, International did not, as Gibson
    did, "adopt [] corrective measures that would eliminate the basis
    for liability."     While International compares the $1.5 million
    loan the school's owner made in 2006 to the $3,850 donation
    Gibson's owner made, as the Secretary notes, the Gibson donation
    was made during the infracting year, and specifically with the
    purpose of remedying the 90/10 violation.             The loan made to
    International, however, was not intended to cure the school's 90/10
    violation -- it was made (well after the infracting fiscal year
    was over) to keep the school afloat as it paid out student funds
    from its own pocket while the school was on Heightened Cash
    Monitoring.   Thus, the Secretary concluded, the International loan
    could not have corrected International's basis for liability.
    Based on these facts alone, the Secretary adequately explained why
    departure from the relief provided in Gibson was reasonable.
    22  International argues that it was on Heightened Cash
    Monitoring only due to their 90/10 violation, and thus, being on
    Heightened Cash Monitoring is neither a regulatory violation in
    and of itself, nor indicative of other problems. We note, however,
    that the DOE has discretion regarding when to place institutions
    on Heightened Cash Monitoring, 34 C.F.R. § 668.162(a)(1), and the
    school does not dispute that the reason International was placed
    on Heightened Cash Monitoring was because the DOE had concerns
    about its fiduciary capacity.
    - 33 -
    All in all, we conclude that the magistrate judge's
    summary judgment affirmance of the FAD was proper.
    C.       Discovery
    Finally, International argues that the magistrate judge
    should        have     permitted     limited       discovery           to     supplement      the
    administrative record, namely, for the DOE to turn over all the
    documents        it     considered        in     reaching        its        decision     against
    International.          Specifically, International claims that the agency
    did     not     provide      any    of     its    "internal        guidance,           policies,
    procedures, or memoranda."
    This argument has no merit.                       When reviewing agency
    decisions, we do not allow supplementation of the administrative
    record without specific evidence (i.e., a "strong showing") of the
    agency's "bad faith or improper behavior."                             Town of Norfolk v.
    U.S. Army Corps of Eng'rs, 
    968 F.2d 1438
    , 1458-59 (1st Cir. 1992)
    ("Courts require a strong showing of bad faith or improper behavior
    before        ordering       the    supplementation          of        the     administrative
    record."); United States v. JG-24, Inc., 
    478 F.3d 28
    , 34 (1st Cir.
    2007)    ("Normally,           we   do     not    allow      supplementation            of    the
    administrative record unless the proponent points to specific
    evidence        that     the     agency        acted   in    bad       faith.").             Here,
    International has not even suggested that the agency acted in bad
    faith,    let        alone     provided     evidence        of   it.          Therefore,      the
    magistrate judge did not err in denying the request for discovery.
    - 34 -
    CONCLUSION
    For these reasons, we affirm both the grant of the DOE's
    motion for summary judgment and the denial of International's
    motion for summary judgment.   We likewise affirm the denial of the
    motion to compel.
    - 35 -