Xi'an Metals & Minerals Import & Export Co. v. United States , 256 F. Supp. 3d 1346 ( 2017 )


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  •                          Slip Op. 17 - 120
    UNITED STATES COURT OF INTERNATIONAL TRADE
    - - - - - - - - - - - - - - - - - - - - x       Senior Judge Aquilino
    XI’AN METALS & MINERALS IMPORT & EXPORT :
    CO., LTD.,
    Plaintiff,     :
    -and-                     :
    THE STANLEY WORKS (LANGFANG) FASTENING :
    SYSTEMS CO., LTD. and STANLEY BLACK AND
    DECKER, INC.,                           :
    Consolidated-Plaintiffs,       :    Consolidated
    Court No. 15-00109
    v.                      :
    UNITED STATES,                             :
    Defendant,
    -and-                     :
    MID CONTINENT STEEL & WIRE, INC.,          :
    Intervenor-Defendant.     :
    - - - - - - - - - - - - - - - - - - - - x
    Opinion & Order
    [Plaintiff motions for judgment on the agency record,
    contesting surrogate-value determinations based thereon,
    granted in part; remanded to the International Trade
    Administration.]
    Dated: September 6, 2017
    Gregory S. Menegaz, J. Kevin Horgan, Alexandra H. Salzman, and
    John J. Kenkel, deKieffer & Horgan, PLLC, Washington, D.C., for the
    plaintiff.
    Lawrence J. Bogard and Peter J. Bogard, Neville Peterson LLP,
    Washington, D.C., for the consolidated-plaintiffs.
    Sosun Bae, Trial Attorney, Commercial Litigation Branch, Civil
    Division, U.S. Department of Justice, Washington, D.C., for the
    defendant. Also on the papers Benjamin C. Mizer, Principal Deputy
    Assistant Attorney General, Jeanne E. Davidson, Director, and
    Consol. Court No. 15-00109                                                    Page 2
    Patricia M. McCarthy, Assistant Director; Zachary Simmons,
    Attorney, Office of the Chief Counsel for Trade Enforcement &
    Compliance, U.S. Department of Commerce, of counsel.
    Adam H. Gordon and Ping Gong, The Bristol                        Group   PLLC,
    Washington, D.C., for the intervenor-defendant.
    AQUILINO,      Senior    Judge:     At        bar   are    consolidated
    complaints invoking 19 U.S.C. §§ 1516a(a)(2)(A)(i)(I) and (B)(iii)
    and 28 U.S.C. §1581¥c¦ jurisdiction over the final results of the
    fifth administrative review (“AR5”) of its antidumping-duty order
    covering certain steel nails from the People’s Republic of China
    (“PRC”) published by the U.S. Department of Commerce, International
    Trade Administration (“ITA”) sub nom. Certain Steel Nails from the
    PRC, 80 Fed.Reg. 18816 (April 8, 2015), PDoc 294. See accompanying
    final issues and decision memorandum (“IDM”), PDoc 276, covering
    the period of August 1, 2012 through July 31, 2013.
    Moving   for    judgment    on    the    resultant        administrative
    record of AR5, plaintiff Xi’an Metals & Minerals Import & Export
    Co., Ltd. raises four issues: (1) the suitability of Thailand as
    the   primary   surrogate         country,        (2)     valuation      of     its
    brokerage/handling (“B&H”) and freight costs, (3) adjustment of the
    weight denominator used in calculating its inland freight and B&H
    costs, and (4) double counting of SG&A (selling, general, and
    administrative) labor expenses in the labor rate used.
    Consol. Court No. 15-00109                                       Page 3
    Also moving for judgment pursuant to USCIT Rule 56.2,
    consolidated-plaintiffs The Stanley Works (Langfang) Fastening
    Systems Co., Ltd. and Stanley Black & Decker, Inc. press one minor
    issue and a much broader matter for relief: (5) correction of a
    “transcription    error”   in   their   factors-of-production   (“FOP”)
    database and (6) various challenges to ITA’s “differential pricing”
    analysis.
    Judicial review of AR5 is governed by the applicable law
    and by the substantial evidence of record, which has long been
    defined as “such relevant evidence as a reasonable mind might
    accept as adequate to support a conclusion.” Consol. Edison Co. v.
    NLRB, 
    305 U.S. 197
    , 229 (1938).     See 19 U.S.C. §1516a(b)(l)(B)(i).
    I
    The antidumping-duty statute requires the ITA to seek
    surrogate values (“SVs”) for the factors of production for subject
    merchandise produced in or exported from a non-market economy
    (“NME”) country.      19 U.S.C. §1677b(c)(1).     The agency selected
    Xi’an Metals and the Stanley firms as AR5’s mandatory respondents.
    It sent antidumping questionnaires to them, to which they responded
    in a timely manner.    ITA circulated a letter to interested parties
    inviting comments on surrogate country selection and SV data, to
    which it received comments and rebuttal comments. It thereafter
    Consol. Court No. 15-00109                                                Page 4
    issued    supplemental    questionnaires       to   which     Xi’an   Metals   and
    Stanley also timely responded.
    ITA published notice of the preliminary results of AR5
    sub nom.    Certain Steel Nails from the People’s Republic of China,
    79 Fed.Reg. 58744 (Sept. 30, 2014), PDoc 304.                  See accompanying
    preliminary decision memorandum (“PDM”), PDoc 224.                Employing its
    differential pricing analysis, the agency preliminarily calculated
    a weighted-average dumping margin of 6.69 percent for Stanley and
    72.40 percent for Xi’an Metals.           As part of its analysis, ITA
    concluded that there was a pattern of export prices for comparable
    merchandise that differed significantly among purchasers, regions,
    or time periods.      See 
    id. at 17-18.
       For Stanley, it found that the
    average-to-average       (“A-A”)    methodology       did   not   appropriately
    account for such differences and applied the average-to-transaction
    (“A-T”) methodology to some Stanley U.S. sales and applied A-A to
    its other United States sales (reflecting a “mixed” alternative
    methodology). See 
    id. For Xi’an
    Metals, ITA concluded that the A-A
    methodology     appropriately      accounted    for    such    differences     and
    applied    it   to   calculate   that   firm’s      weighted-average     dumping
    margin.    See 
    id. at 18.
       The agency also selected Thailand as the
    primary surrogate country for FOP valuation and surrogate financial
    ratios in constructing normal value.           See PDoc 226.
    Consol. Court No. 15-00109                                             Page 5
    During the course of its verification of the Stanley
    United   States   sales    database   and   FOP,     ITA    accepted   minor
    corrections that were brought to its attention.            In February 2015,
    the   agency   requested   that   Stanley   submit   new     sales   and   FOP
    databases to reflect the corrections that were revealed during
    verification. PDoc 257.      Stanley did so timely.          Whereafter ITA
    disclosed to the parties its calculations for AR5.              On April 7,
    2015, ITA received a ministerial error allegation from Stanley that
    urged the agency to correct a transcription error that Stanley had
    made in its revised FOP database.      ITA declined to do so.
    The AR5 final results were published the next day. Based
    on the differential pricing analysis and the use of Thai SV data,
    ITA calculated a weighted-average dumping margin of 13.19 percent
    for Stanley and 72.52 percent for Xi’an Metals.            In those results,
    the agency used the consolidated customer code (field CCUSCODU) in
    the Stanley margin program after determining that the use of
    individual customer codes (field CUSCODU) for the Preliminary
    Results had been erroneous.       See IDM at 45-46.         This correction
    altered the results of the differential pricing analysis, leading
    ITA to apply the A-T methodology to all of the Stanley U.S. sales.
    Consol. Court No. 15-00109                                  Page 6
    II
    For its AR5 final results, ITA continued to select
    Thailand as the primary surrogate country.   Plaintiff Xi’an argues
    the substantial evidence of record shows that that country is
    unsuitable as a surrogate in this case, that the Thai steel wire
    rod values are aberrant, and that either the Philippines or Ukraine
    is a superior primary surrogate country for valuing FOP.
    A
    Plaintiff Xi’an argues reports compiled by the U.S. Trade
    Representative in 2011, 2012 and 2013, the U.S. Department of
    Commerce, and FedEx International Resource Center all constitute
    substantial evidence of record showing that Thai customs officials
    routinely manipulate the entered values of imported merchandise,
    that such manipulation is pervasive across all sectors, and that
    therefore the Thai import data are tainted.        Plaintiff Xi’an
    further argues that the average Thai import price for steel wire
    rod (“SWR”) during the POR of $916 per metric ton is not only the
    highest SWR price of record but exceeds “by far” the benchmarks it
    provided therefor.   Xi’an’s benchmarks included SWR data from the
    World Bank Global Economic Monitor (“GEM”), world steel prices
    published by MEPS (International) Ltd., MEPS Asian Market SWR
    prices, official Thai domestic steel prices, SWR prices for Thai
    Consol. Court No. 15-00109                                  Page 7
    domestic and export sales from TATA Steel, “UN Comtrade” (i.e.,
    United Nations International Trade Statistics Database) import
    prices for other countries at a comparable level of economic
    development as the PRC (including the Philippines and Ukraine), and
    world market prices published by Asian Metal and Metal Expert.
    The AR5 final results explain that, in order to value an
    input accurately, ITA examines all relevant price information on
    the record, including any appropriate benchmark data; that in any
    given case the agency’s current practice is to examine available
    import data for potential surrogate countries and/or data from the
    same HTS category for the surrogate country over multiple years to
    determine if the current data appear aberrational compared to
    historical values; and that the existence of higher prices alone is
    not a sufficient basis for concluding that the price data for a
    particular SV are distorted or misrepresentative.    On the record
    for AR5, ITA concluded that none of the datasets suggested by Xi’an
    Metals serve as reliable benchmark data to determine whether Thai
    wire rod import data are aberrational1, and that Xi-an Metals’ HTS
    1
    Specifically, ITA concluded: that the World Bank GEM data
    on the record are unclear as to which countries (which could
    include NME countries) were used to calculate the steel rod prices,
    but more critically do not make any distinction for carbon content,
    (continued...)
    Consol. Court No. 15-00109                                    Page 8
    data analysis, submitted to support concluding that the Thai import
    data for SWR are distorted and should be disregarded because they
    are higher than export prices, does not permit “an appropriate
    comparison in order to determine if the data [are] aberrational”
    because Xi’an’s analysis is at the six-digit HTS level and “does
    not include any of the 11-digit HTS categories used to value wire
    rod at the Preliminary Results”.   IDM at 16.
    Plaintiff Xi’an contends defendant’s reasoning conflates
    the use of such benchmarks to evaluate the suitability of the
    average Thai import price with using such benchmarks as SVs in
    their own right; that the defensive responses2 of it and the
    intervenor-defendant   do    nothing   to   dispel   such   “serious
    1
    (...continued)
    which is one of the most important physical characteristics of that
    input; that the “MEPS data suffer[ ] from similar deficiencies” in
    that none of the countries covered thereby are at the same level of
    economic development as the PRC nor do the data distinguish carbon
    content; and that none of the countries covered by the Asia Metal
    Market prices are potential surrogate countries meeting ITA’s
    surrogate country criteria. See IDM at 15-16.
    2
    To wit: that the reports cited by Xi’an Metals refer only
    to general concerns about certain practices by Thailand’s Customs
    Department and fail to address the specific raw material inputs
    consumed by respondents in this case; that the Thai SWR import
    values on which ITA relied cannot be concluded aberrant, as the
    existence of higher prices alone does not necessarily indicate that
    price data are distorted or misrepresentative; and that Xi’an
    Metals fails to identify record evidence that materially undermines
    the integrity of the SWR values upon which ITA relied.
    Consol. Court No. 15-00109                                         Page 9
    deficiencies” in ITA’s choice of Thailand as the primary surrogate
    country; that because the defendant and ITA acknowledge that Thai
    customs officials arbitrarily increase some import values the
    record evidence provides reason to believe or suspect that the
    import values of the inputs used as SVs for Xi-an Metals’ inputs
    were manipulated; and that defendant’s claim that the agency
    “believe or suspect” analysis “hinges on specific and objective
    evidence on which [ITA] would rely in determining that a country’s
    surrogate value data were unreliable” is not supported in practice.
    Assuming   the   correctness   of   its   foregoing   position,
    plaintiff Xi’an argues that either the Philippines or Ukraine is
    superior to Thailand as a primary surrogate country in this case
    since the data for neither are tainted by manipulation of entered
    values for imported merchandise.         The plaintiff contends the
    Ukrainian SWR prices from Metal Expert in particular are more
    specific than the Thai values as to the diameters of the SWR, and
    ITA has used that source for SWR in past reviews.         And plaintiff
    Xi’an complains that the defendant does not back up its “fall back”
    argument that ITA “is not required to consider or give weight to
    any particular criteria in determining what constitutes the best
    available information on the record” for SVs with reference to
    substantial evidence when the agency emphasizes certain criteria
    Consol. Court No. 15-00109                                       Page 10
    and “completely ignores” other data quality criteria.         XM Reply at
    9, referencing Gerald Metals, Inc. v. United States, 
    132 F.3d 716
    ,
    720 (Fed.Cir. 1997) (substantial evidence standard “requires more
    than mere assertion of ‘evidence which in and of itself justified
    [the   .   .    .    determination],   without   taking   into   account
    contradictory       evidence   or   evidence   from   which   conflicting
    inferences would be drawn’”, quoting Universal Camera Corp. v.
    NLRB, 
    340 U.S. 474
    , 487 (1951)).
    The question, as always, is whether substantial evidence
    of record supports ITA determination(s). This court is unpersuaded
    herein that it does not, or that the agency has not considered all
    available evidence.       Defendant’s logic is weak at points3, but
    ITA’s determination has substantial support on the record, and in
    toto, plaintiff Xi-an essentially asks for substitution of judgment
    for that of the agency, a request in conflict with the teaching of
    Consolo v. Fed. Mar. Comm’n, 
    383 U.S. 607
    , 619-20 (1966).           See,
    3
    Plaintiff Xi’an argues, for example, that defendant’s
    contention that Ukraine’s Metal Expert prices are unusable because
    they do not satisfy ITA’s criteria of being exclusive of taxes and
    duties is disingenuous when the defendant states in a previous
    sentence that the Metal Expert prices are actual transactions that
    include 20% VAT and a 4% mark-up charged to intermediate traders
    who buy the material from domestic producers and sell to
    warehouses, and the calculation of the price free of such taxes and
    duties is a simple mathematical computation which ITA has performed
    in the past.
    Consol. Court No. 15-00109                                     Page 11
    e.g., Matsushita Elec. Indus. Co. v. United States, 
    750 F.2d 927
    ,
    933 (Fed.Cir. 1984) (“the possibility of drawing two inconsistent
    conclusions   from    the   same   evidence   does   not   prevent   an
    administrative agency’s finding from being supported by substantial
    evidence”) (quoting same).    Cf. Elkay Manufacturing Co. v. United
    States, 40 CIT ___, ___, 
    180 F. Supp. 3d 1245
    , 1255 (2016) (“record
    evidence of manipulation of [Thai] customs values does not rise to
    such a level that [ITA] was left with no choice but to foreclose
    any use of Thai import data to determine [an SV] for a production
    input”), appeal filed, No. 16-2637 (Fed.Cir. Sept. 14, 2016).
    B
    Plaintiff Xi’an also argues that a military coup in
    Thailand should have triggered a “reason to believe or suspect”
    standard of pricing distortion in that country’s economy.            It
    placed 43 pages of articles on the record detailing the massive
    political unrest and protests that rocked Thailand between 2011 and
    2014, culminating in military-controlled government.        The review
    period (“POR”) at issue in this appeal is August 1, 2012 through
    July 31, 2013.       The plaintiff claims the materials covering
    Thailand’s political and economic turbulence attest that the 2011
    elections were never accepted as legitimate, that the military coup
    was an undemocratic and complete takeover of the country, and that
    Consol. Court No. 15-00109                                          Page 12
    it was reasonable to conclude that a free-market economy could not
    properly function in the absence of the free flow of information or
    impartial rule of law.    Plaintiff Xi’an argues the issue should be
    remanded for ITA to explain how the military coup does not meet the
    lenient “reason to believe or suspect” standard, because it is
    counter-intuitive, if not hypocritical, that the agency would
    reject the PRC economy based on state control but then select the
    an   alternative     country    under      military   dominance     as    the
    “free-market” surrogate for the PRC where “better” alternative
    countries    were   presented   on   the    record    for   which   no   such
    distortions were alleged.
    The burden is on the plaintiff, however, to provide for
    the record evidence to support its argument. The AR5 final results
    explain ITA’s
    disagree[ment] with Xi’[a]n Metals’ argument that the
    Thai military coup renders Thai import data to be
    unrepresentative and unreliable. . . . [I]t is the
    Department’s practice to focus on several criteria,
    including whether the SV data are contemporaneous,
    publicly    available,   tax    and   duty    exclusive,
    representative of a broad market average, and specific.
    Xi’[a]n Metals has neither provided any evidence on the
    record as to why the military coup affects the criteria
    considered by the Department nor how specific inputs are
    affected.
    IDM at 13.
    Consol. Court No. 15-00109                                           Page 13
    Plaintiff Xi’an’s arguments here do not persuade as to
    the incorrectness of ITA’s position on the subject. See, e.g., NMB
    Singapore Ltd. v. United States, 
    557 F.3d 1316
    , 1319 (Fed.Cir.
    2009) (ITA’s explanations need not be perfect, only “reasonably
    discernible”).
    C
    Plaintiff Xi’an also complains that an NME respondent has
    no   “ability”    to    select   the   primary   surrogate   country.    The
    defendant counters this is contrary to the statute because the
    surrogate country must be deemed “appropriate by the administering
    authority.”      Xi’an replies that it could select the home market by
    applying   all     of   the   statutory     criteria,   including   economic
    comparability and significance of production, see 19 U.S.C. §
    1677b(c)(1)(B), and that the defendant has no answer to the problem
    of how an NME respondent can comply with the remedial nature of the
    antidumping laws if it has no way to estimate its costs when it
    sets the price for export to the United States.              Plaintiff Xi’an
    states that it is simply pointing out that the NME respondent is
    severely disadvantaged vis-á-vis market economy respondents if it
    is not permitted to assert a surrogate country meeting all the
    criteria and host to reasonably reliable data for the valuation of
    its factors.
    Consol. Court No. 15-00109                                 Page 14
    The court appreciates this concern and can concur that a
    rational producer would not chose the highest available steel costs
    when lower domestic, regional, and economically comparable sources
    are available4, but the argument is one that conflicts with what
    has long been the case: “It is [ITA], not the respondent, that
    determines what information is to be provided” for a particular
    proceeding.   Ansaldo Componenti, S.p.A. v. United States, 
    10 CIT 28
    , 37, 
    628 F. Supp. 198
    , 205 (1986).    Accord Essar Steel Ltd. v.
    United States, 
    34 CIT 1057
    , 1072-73, 
    721 F. Supp. 2d 1285
    , 1298-99
    (2010), aff’d in relevant part, 
    678 F.3d 1268
    (Fed.Cir. 2012); NSK,
    Ltd. v. United States, 
    20 CIT 361
    , 367, 
    919 F. Supp. 442
    , 447
    (1996); Nachi-Fujikoshi Corp. v. United States, 
    19 CIT 914
    , 920,
    
    890 F. Supp. 1106
    , 1111 (1995); Tianjin Mach. Import and Export Co.
    v. United States, 
    16 CIT 931
    , 936, 
    806 F. Supp. 1008
    , 1015 (1992);
    Chinsung Indus. Co. v. United States, 
    13 CIT 103
    , 
    705 F. Supp. 598
    (1989); Timken Co. v. United States, 
    11 CIT 786
    , 804, 
    673 F. Supp. 495
    , 513 (1987); Smith-Corona Group Consumer Prods. Div., SCM Corp.
    v. United States, 
    713 F.2d 1568
    , 1577 n. 26 (Fed.Cir. 1983), cert.
    denied, 
    465 U.S. 1022
    (1984).      As the final selection of an
    4
    Cf. Sigma Corporation v. United States, 
    117 F.3d 1401
    ,
    1408 (Fed.Cir. 1997) (finding problematic the rationale that a
    casting producer in the surrogate country would choose to pay the
    highest combination of prices for pig iron plus freight).
    Consol. Court No. 15-00109                                             Page 15
    appropriate surrogate country occurs post-closing of the review
    period, it may be that such selection is not susceptible to the
    kind   of   predictability    plaintiff      Xi’an   desires,    but   it     is,
    nonetheless, susceptible to the burden of persuasion borne by
    interested parties.
    D
    Plaintiff   Xi’an   also       asserts   that    ITA’s   surrogate
    brokerage and handling (“B&H”) is unreliable and unreasonably high.
    It prays for remand consistent with Since Hardware (Guangzhou) Co.
    v. United States, 38 CIT ___, 
    977 F. Supp. 2d 1347
    (2014), which
    barred the agency from relying on the hypothetical weight postured
    in Doing Business reports.        The plaintiff argues that, for the
    denominator calculating B&H and inland freight costs, ITA should
    use either the maximum cargo load for a 20-foot container or Xi’an
    Metals’ own average cargo load instead of the weight of 10,000
    kilograms from the relevant Doing Business report.
    The   defendant   responds      that   Xi’an    Metals   failed   to
    exhaust this specific argument before ITA during the administrative
    process.    It also responds that it would be inappropriate to use
    Xi’an Metals’ own average cargo load because the value must come
    from a selected surrogate country, and that substantial evidence
    supports the use of the 10,000 kilogram denominator in any event
    Consol. Court No. 15-00109                                           Page 16
    because the relationship between costs and quantity is maintained
    in reliance upon the Doing Business report and results in an
    accurate per-unit cost.     See also Def-Int’s Resp. at 18-20.
    Pursuant to 28 U.S.C. §2637(d), the court “shall, where
    appropriate, require the exhaustion of administrative remedies” in
    civil actions arising from ITA’s antidumping- and countervailing-
    duty determinations. The doctrine of exhaustion is that “no one is
    entitled to judicial relief for a supposed or threatened injury
    until the prescribed administrative remedy has been exhausted.”
    Sandvik Steel Co. v. United States, 
    164 F.3d 596
    , 599 (Fed.Cir.
    1998), quoting McKart v. United States, 
    395 U.S. 185
    , 193 (1969).
    It is well-settled that “[a] reviewing court usurps the agency’s
    function when it sets aside an agency determination upon a ground
    not   theretofore    presented    and   deprives   the    [agency]    of    an
    opportunity to consider the matter, make its ruling, and state the
    reason for its action.” Unemployment Compensation Comm’n of Alaska
    v. Aragan, 
    329 U.S. 143
    , 155 (1946) (“UCCA”); accord Yantai
    Oriental Juice Co. v. United States, 
    27 CIT 1709
    , 1719 (2003).
    “Simple   fairness   to   those   who   are   engaged    in   the   tasks   of
    administration, and to litigants, requires as a general rule that
    courts should not topple over administrative decisions unless the
    administrative body not only has erred but has erred against
    Consol. Court No. 15-00109                                           Page 17
    objection made at the time appropriate under its practice.” United
    States v. L.A. Tucker Truck Lines, Inc., 
    344 U.S. 33
    , 37 (1952).
    See also Metz v. United States, 
    466 F.3d 991
    , 999 (Fed.Cir. 2006).
    Thus, a party must present all arguments to ITA at the
    time it is addressing an issue.          E.g., Mittal Steel Point Lisas
    Ltd. v. United States, 
    548 F.3d 1375
    , 1383-84 (Fed.Cir. 2008).              A
    party’s obligation to exhaust its administrative remedies applies
    equally to overall issues as well as to individual arguments. Rhone
    Poulenc, Inc. v. United States, 
    899 F.2d 1185
    , 1191 (Fed.Cir.
    1990). By failing to raise this argument until now, Xi’an Metals
    deprived ITA of the “opportunity to consider the matter, make its
    ruling, and state the reason for its action.” 
    UCCA, 329 U.S. at 155
    .
    None   of   the   limited     exceptions   to   the     exhaustion
    requirement apply here. See Corus Staal BV v. United States, 
    30 CIT 1040
    , 1050 n. 11 (2006) (identifying exceptions for pure legal
    questions, futility in raising argument at agency level, denial of
    access     to     confidential      record,      intervening         judicial
    interpretation), aff’d, 
    502 F.3d 1370
    (Fed.Cir. 2007).             First, the
    pure   question   of   law   exception   does   not   apply   to    arguments
    concerning the new factual analysis that plaintiff Xi’an now posits
    Consol. Court No. 15-00109                                              Page 18
    for the first time.           See Mittal 
    Steel, 548 F.3d at 1384
    (pure
    question of law exception does not apply when the argument relies
    on unique facts of the case).           ITA did not have the opportunity to
    analyze,    in    the    first       instance,    Xi’an   Metals’   contentions
    pertaining to the Doing Business report and its preference for
    instead using those B&H costs incurred by Thai exporters of frozen
    freshwater shrimp. Second, it would not have been futile for Xi’an
    Metals to present the analysis of the factual information to the
    agency   during    the    underlying      administrative    proceeding.    The
    futility exception to the exhaustion doctrine is narrow: parties
    must demonstrate that they “would be required to go through
    obviously useless motions in order to preserve their rights”, Corus
    
    Staal, 502 F.3d at 1379
       (internal    quotations   and   citations
    omitted), and plaintiff Xi’an’s argument does not satisfy that
    standard.      Third, there has been no intervening judicial decision
    that might excuse the absence of Xi’an Metals’ argument at the
    administrative level.         Fourth, plaintiff Xi’an does not allege any
    untimely access to the confidential record.               Thus did it fail to
    exhaust.
    E
    Plaintiff Xi’an’s last claim is that ITA made two labor
    classification errors: (1) it included staff labor costs in the
    Consol. Court No. 15-00109                                                           Page 19
    the    selling,          general,     and     administrative       (“SG&A”)        expenses,
    reasoning         that     the    respondents      did     not    report     labor     hours
    associated with the selling and administrative staff; and (2) from
    the financial statements of the Thai company L.S. Industries Co.
    (“LSI”) used for calculation of surrogate financial ratios5 ITA
    accounted for various line items such as “welfare” and “social
    security and compensation” as SG&A-type labor costs despite the
    fact     that       the    Thailand         National    Statistics        Office     (“NSO”)
    statistics used to calculate labor SV includes such benefits in the
    reported labor rate.              See IDM at 19-20.        ITA decided that it would
    adhere       to    how    the    surrogate      financial        statements    themselves
    classified these items.               See 
    id. at 20.
    And    yet,    in   the    calculation    of     surrogate       financial
    ratios, it is the agency’s practice to avoid double-counting labor
    costs that are included among SG&A by “adjust[ing] the surrogate
    financial ratios when the available record information -- in the
    form of itemized indirect labor costs -- demonstrates that labor
    costs are overstated.” Antidumping Methodologies in Proceedings
    Involving Non–Market Economies: Valuing the Factor of Production:
    Labor,       76    Fed.Reg.       36092,     36093-94    (June      21,    2011)    (“Labor
    5
    See Final Surrogate Value Submission and Pre-Preliminary
    Comments (Aug. 19, 2014) at Exhibit SV-1, PDoc 208.
    Consol. Court No. 15-00109                                       Page 20
    Methodologies”). Stated differently, ITA looks to the surrogate
    financial    statements   on   the   record,   and   if   they   “include
    disaggregated overhead and [SG&A] expense items that are already
    included in the [record data used to value labor], [it] will remove
    these identifiable costs items.” 
    Id. at 36094.
    See, e.g., Certain
    Frozen Warmwater Shrimp From the Socialist Rep. of Vietnam, 67
    Fed.Reg. 56158 (Sept. 12, 2011), and accompanying issues and
    decision memorandum (“I&D memo”) at cmt. 5.B.
    The defendant maintains that ITA followed practice during
    the administrative proceeding by treating labor-related costs in
    its financial ratio calculations in the same manner that the
    surrogate company disaggregates labor costs, explaining that under
    ITA’s FOP methodology for calculating normal value, labor expenses
    capture the labor cost only for manufacturing, which is obtained by
    multiplying a respondent’s reported direct and indirect labor hours
    to manufacture subject merchandise by the surrogate labor rate
    (e.g., the Thai NSO labor rate).      The defendant contends that the
    Thai NSO 2007 labor data, used to calculate the labor SV, were
    derived from an average remuneration paid for persons engaged in
    various “manufacturing and non-manufacturing activities”6 and that,
    6
    Def’s Resp. at 82.
    Consol. Court No. 15-00109                                                  Page 21
    contrary to plaintiff Xi’an’s argument, it does not follow that the
    labor expenses calculated using the NSO labor rate capture all
    labor expenses.       Further, the defendant contends, the respondents
    did   not    report     labor      hours    associated       with    selling    and
    administrative staff, as staff labor costs would normally be
    expected to be included among the SG&A expenses.                  Concluding, the
    defendant    argues    the     SG&A    labor     expenses    in   each    surrogate
    company’s financial statement should therefore be included in the
    numerator of the SG&A ratio associated with that company, and
    therefore    the   SG&A    labor      expenses    listed     in   LSI’s   financial
    statements    should      be   classified      under   the    SG&A   expenses   and
    included in the respective numerator of the SG&A ratio calculation,
    an outcome ITA ensured by including the “Salary and Bonus” line
    item from LSI’s “Total Cost of Management” in the SG&A buildup in
    the financial ratio calculations.                 See Def’s Resp. at 82-83,
    referencing IDM at 19-20.          See also Def-Int’s Resp. at 20-22.
    Plaintiff Xi’an counters that defendant’s (and intervenor
    -defendant’s similar) explanation merely restates ITA’s position
    from the IDM rather than confronting the facts and logic of their
    argument, which it contends amounts to a waiver of any surrogate
    Consol. Court No. 15-00109                                        Page 22
    labor cost defense7; and that the Thai NSO 2007 labor data do
    indeed cover “all” labor expenses, including overtime, benefits,
    vacation pay, and the range of executive, administrative, and
    production    labor,   regardless   of   the   exactitude   of   “various
    manufacturing and non-manufacturing activities”.        XM Reply at 19,
    referencing Pet’s SV Submission at Ex. 9, PDocs 158-160. Plaintiff
    Xi’an further argues, it does not follow from the fact that
    respondents are not required to report hours of administrative or
    non-production labor (see NME questionnaire) that those costs have
    not been counted, and also that it is indisputable that the labor
    rate ITA now relies upon pursuant to Labor Methodologies is an
    inflated rate intended to account for those very expenses.
    It is apparent from the IDM at page 19 that ITA’s
    reasoning was informed by Elkay Manufacturing Co. v. United States,
    7
    À la Calgon Carbon Corp. v. United States, 40 CIT ___,
    Slip Op. 16-4 (Jan. 20, 2016) at 11 (“[t]he government and
    petitioners, in their response briefs, chose not to address the
    merits of CAC’s arguments, which were raised by CAC in its opening
    brief supporting its CIT Rule 56.2 motion[;] [a]ny argument,
    therefore, defending ITA’s selection of a $2.42 per kilogram rate
    to Shanxi DMD, is waived, as CAC claimed in its reply brief”),
    citing United States v. Great American Ins. Co. of New York, 
    738 F.3d 1320
    , 1328 (Fed.Cir. 2013) (“[i]t is well established that
    arguments that are not appropriately developed in a party’s
    briefing may be deemed waived”) (add’l citations omitted). See
    also Nan Ya Plastics Corp. v. United States, 
    810 F.3d 1333
    , 1346-47
    (Fed.Cir. 2016), quoting 
    id. Consol. Court
    No. 15-00109                                              Page 23
    38 CIT ___, ___, 
    34 F. Supp. 3d 1369
    , 1375-84 (2014) (rejecting
    argument that the NSO labor rate “failed to capture any SG&A labor
    costs”, but also rejecting conclusion that “double-counting” of
    SG&A labor expenses required the specific downward adjustments made
    in that case, i.e., the record “lack[ed] substantial evidence to
    support [ITA]’s conclusion that the rate [it] applied to the hours
    of   production   labor   reported     by   the    investigated    respondents
    overstated the value of those labor hours to such an extent as to
    justify the specific, compensatory adjustments . . . made to the
    SG&A/interest expense ratios”).        See also Elkay Manufacturing 
    Co., supra
    , 40 CIT at ___, 180 F.Supp.3d at 1257-59 (sustaining ITA’s
    revised decision not to remove identifiable SG&A labor items from
    its calculated SG&A expense ratios).              The problem here, however,
    appears similar to that which was recently considered in Yingqing
    v.   United   States8.    But,   the   source      and   labor   rate   ITA   has
    deliberately chosen pursuant to Labor Methodologies apparently
    8
    40 CIT ___, ___, 
    195 F. Supp. 3d 1299
    , 1309-11 (2016)
    (discussing reliance upon Thai 2007 NSO data and LSI’s financial
    statements and remanding for explanation of why items such as
    “Employee welfare cost” and “Subsidy of Social Security Fund and
    Workmen Compensation Fund”, which ITA had previously recognized in
    Certain Steel Nails from the PRC, 79 Fed.Reg. 19316 (April 8,
    2014), and accompanying I&D memo at cmt. 2, as indirect labor
    expenses of the type covered by the 2007 NSO data which therefore
    necessitated adjustment of the surrogate financial ratios to avoid
    double counting, had not been treated similarly in the review under
    consideration in Yingqing).
    Consol. Court No. 15-00109                                       Page 24
    includes all types and forms of labor as well as labor benefits,
    and, in that announcement of new methodology, the agency recognized
    that it would be over-counting the labor rate for production labor
    and specifically indicated therein that the financial ratios would
    have to be adjusted so labor was not double-counted; the implicit
    remedy would be to move all labor costs explicitly incorporated in
    the SG&A source and rate chosen to the ratio denominators.
    In this case, by not removing the various line items such
    as “welfare” and “social security and compensation” that are
    presumptively included already in the Thai NSO rate, the SV for
    labor is inflated, which requires correction initially via the
    court’s grant of the pertinent part of plaintiff Xi’an’s motion for
    agency reconsideration.    On remand therefor, if ITA continues to
    select a source and rate that includes all labor positions and
    benefits, it needs to ensure that all forms of labor costs on the
    financial statements are in the “materials-labor-energy” (or “MLE”)
    denominator   of   the   ratios   in   accordance   with   its    Labor
    Methodologies, but whatever course it chooses will need to obviate
    the double counting9 that is manifest in the AR5 final results.
    9
    Prior to Labor Methodologies, ITA’s approach had been to
    select a source for the production labor rate that included only
    production labor, but the “mixed method” adopted by ITA here double
    (continued...)
    Consol. Court No. 15-00109                                  Page 25
    III
    A
    The first claim of the Stanley plaintiffs’ Rule 56.2
    motion is that ITA arbitrarily refused to correct a transcription
    error in their February 17, 2015 post-verification FOP database
    (specifically the omission of a zero in the tenth or one-hundredth
    decimal place in field “V_DLCROD”), which they claim resulted in
    the FOP for low-carbon SWR being overstated by almost nine percent,
    and directly resulted in an erroneous increase in their dumping
    margin of 3.09 percentage points -- about 30 percent higher than it
    would have been absent the error.    ITA had directed them to submit
    the post-verification database to implement minor FOP corrections
    that it had accepted at verification, including corrections to the
    variance rate for SWR. PDoc 257.       The purpose of the revised
    database was thus to ensure that the AR5 final results would be
    based on verified data, and the minor corrections should have
    reduced the Stanley dumping margin from the Preliminary Results.
    The Stanley plaintiffs contend ITA did not issue its
    request for the revised FOP database until eight weeks after
    9
    (...continued)
    counts the respondent’s labor cost by saddling production labor
    with a rate embedded with administrative and executive labor and
    then charging for that administrative and executive labor a second
    time by leaving those costs in the factory overhead and SG&A ratio
    numerators. Cf. 
    Yingqing, supra
    .
    Consol. Court No. 15-00109                                          Page 26
    verification, and the agency initially afforded only two days in
    which to prepare and submit the revised database, a deadline
    subsequently   extended    over    a   President’s   Day    weekend,   which
    relatively   short   deadline     “certainly   contributed    to   Stanley’s
    computer programmer inadvertently omitting a zero to the right of
    the decimal point in the field for concerning low-carbon SWR.”
    Stanley Reply at 3.      The consolidated-plaintiffs further explain
    that it was not possible to have identified the error in their
    administrative    case    brief   because   the   revised     database   was
    submitted on the same day as that brief.          
    Id. at 4.
    Whatever the excuse, the error occurred, and it is
    manifest.    ITA’s ministerial error memorandum, PDoc 297, and the
    defendant imply Stanley had an opportunity to bring the error to
    ITA’s attention in the time period between the case brief and the
    AR5 final results, to which the Stanley reply is that the timely
    submission of a ministerial error allegation is the only available
    procedure for correcting a clerical error in a submission made
    concurrently with a case brief.          See 19 U.S.C. §1675(h) and 19
    C.F.R. §351.224(e) (contemplating that final results are only
    “final” subject to correction of ministerial errors).           Stanley did
    so.   CDoc 327.   But ITA rejected the ministerial error allegation
    by stating that, generally, “ministerial errors include only those
    Consol. Court No. 15-00109                                                             Page 27
    errors that are produced by the Department.                         The Department will
    only correct a respondent’s error when that error is ‘so egregious
    and   so    obvious’     that      failing      to   correct       the    error    would     be
    arbitrary and capricious.”              PDoc 297 at 4.            ITA then concluded the
    error      was    “neither        so   egregious      nor     so    obvious       as    to    be
    characterized as a ministerial error.”                      
    Id. However, in
    light of the Stanley presentment, it is
    difficult to fathom how their ministerial error could have been
    concluded otherwise, especially given its impact on their overall
    dumping     margin      (a    43.5     percent       change       from   the   Preliminary
    Results).         In short, ITA must be ordered on remand to make the
    correction. See, e.g., NTN Bearing Corp. v. United States, 
    74 F.3d 1204
    , 1208 (Fed.Cir. 1995) (it is incumbent on ITA to correct such
    errors,     as     it   has   a    “duty   to    determine         dumping     margins       ‘as
    accurately as possible’”), quoting Rhone Poulenc, Inc. v United
    States, 
    899 F.2d 1185
    , 1191 (Fed.Cir. 1990).                             See also Brother
    Indus., Ltd. v. United States, 
    15 CIT 332
    , 341, 
    771 F. Supp. 374
    ,
    384 (1991) (“court-ordered amendments of ministerial errors are not
    destructive of the ITA’s ability to manage its proceedings”).
    B
    The remainder of the Stanley motion focuses on ITA’s
    targeted dumping analysis of its sales, i.e, by “purchasers,
    Consol. Court No. 15-00109                                           Page 28
    regions, or periods of time.”       19 U.S.C. §1677f-1(d)(1)(B).          See,
    e.g.,   Mid Continent Nail Corp. V. United States, 38 CIT ___, ___
    n. 3, 
    999 F. Supp. 2d 1307
    , 1311 n. 3 (2014).
    Section   1677f-l(d)   of   Title   19,   U.S.C.   directs   “in
    general” that ITA “shall” calculate dumping margins using the A-A
    or transaction-to-transaction (“T-T”) price comparison methods, see
    
    id., subsection (1)(A),
    but where the record establishes the
    existence of a pattern of export prices that differ significantly
    among customers, regions, or time periods and why such differences
    cannot be accounted for using the A-A method is explained, ITA
    “may” calculate dumping margins using a different methodology such
    as the A-T method.     See 19 U.S.C. §1677f-l(d)(l)(B).         When ITA uses
    that method, it reverts to “zeroing”10 but does not ignore non-
    10
    This refers to the practice of not using transactions
    with U.S. selling prices above normal value to offset transactions
    with U.S. selling prices below normal value. See, e.g., Timken Co.
    v. United States, 38 CIT ___, ___, 
    968 F. Supp. 2d 1279
    , 1281-82
    (2014). ITA abandoned “zeroing” in administrative reviews in 2012,
    Antidumping Proceedings: Calculation of the Weighted-Average
    Dumping Margin and Assessment Rate in Certain Antidumping Duty
    Proceedings; Final Modification, 77 Fed.Reg. 8101 (Feb. 14, 2012),
    and Stanley complains that the continued act of “zeroing” generates
    higher calculated dumping margins (Stanley claims the use of A-T
    with zeroing raised its margin from zero to 13.19 percent). The
    court observed in dicta nearly twenty years ago that comparisons
    based on the A-A method appear to “allow higher prices to cancel
    out some amount of dumping” and also that “transaction-specific
    price comparisons are statistically biased toward a dumping
    (continued...)
    Consol. Court No. 15-00109                                     Page 29
    dumped sales when it uses the A-A method.           The Statement of
    Administrative   Action   (“SAA”)   accompanying   the   Uruguay   Round
    Agreements Act explains that Congress intended “targeted dumping”
    to comprise “situations [in which] an exporter may sell at a dumped
    price to particular customers or regions, while selling at higher
    prices to other customers or regions.”      The SAA explicitly links
    ITA’s use of the A-T method to “targeted dumping”:
    New Section 777A(d)(l)(B) provides for a comparison of
    average normal values to individuals export prices ... in
    situations where an average-to-average or transaction-to-
    transaction methodology cannot account for a pattern of
    prices that differ significantly among purchasers,
    regions, or time periods, i.e., where targeted dumping
    may be occurring.
    SAA at 843.
    Consistent with the SAA, ITA promulgated a targeted
    dumping regulation, 19 C.F.R. §351.414(f). See Antidumping Duties;
    Countervailing Duties, 62 Fed.Reg. 27296, 27373-76 (May 19, 1997).
    Its salient elements are:
    10
    (...continued)
    finding”, Borden, Inc. v. United States, 
    22 CIT 233
    , 235-40, 
    4 F. Supp. 2d 1221
    , 1224-28 (1998), citing How the GATT Affects U.S.
    Antidumping   and    Countervailing   Duty   Policy,    33-35,   66
    (Congressional Budget Office 1994), but to that point “zeroing” had
    long been understood to be a not-improper philosophic, not
    mathematic, interpretation of how dumping is best determined under
    U.S. law -- at least until certain members of appellate panels of
    the World Trade Organization began to surprise these United States
    in opining what had originally been negotiated and “agreed to” when
    the Antidumping “Agreement” was signed.
    Consol. Court No. 15-00109                                 Page 30
    1. Targeted dumping must be determined through the use of
    “standard and appropriate statistical techniques.”
    2. The A-T comparison is used only for those specific
    sales that comprise targeted dumping.
    3. “Normally,” targeted dumping will be pursued only in
    response to an allegation by a petitioner that includes
    supporting factual information and an explanation as to
    why the A-T comparison could not take into account any
    alleged price differences.
    The current11 test of targeted dumping, differential
    pricing, purports to examine differences in a respondent’s prices
    among individual purchasers, geographic regions, and quarterly time
    periods.    It is performed at the level of individual product
    control numbers (CONNUMs) and net of adjustments to gross U.S.
    selling price.    ITA does not require any allegation or factual
    11
    ITA’s approach has evolved over at least five distinct
    tests to determining the presence of targeted dumping: (1) the
    “pasta test”, announced in 1998 in response to the Borden 
    decision, supra
    ; (2) the “P/2” test (Notice of Final Determination of Sales
    at Less Than Fair Value: Coated Free Sheet Paper from the Republic
    of Korea, 72 Fed.Reg. 60630 (Oct. 25, 2007)); (3) the “Nails I”
    test (Certain Steel Nails from the People’s Republic of China:
    Final Determination of Sales at Less Than Fair Value and Partial
    Affirmative Determination of Critical Circumstances, 73 Fed.Reg.
    33977 (June 16, 2008)); (4) the “Nails II” test (Polyethylene
    Retail Carrier Bags from Taiwan: Final Determination of Sales At
    Less Than Fair Value, 75 Fed.Reg. 14569 (March 26, 2010)); and (5)
    differential pricing (Xanthan Gum from the People’s Republic of
    China: Final Determination of Sales At Less Than Fair Value, 78
    Fed.Reg. 33351 (June 4, 2013), and accompanying I&D memo).
    Consol. Court No. 15-00109                                              Page 31
    support   in    differential      pricing;    rather,   ITA    now     performs
    differential pricing by rote in every proceeding.
    ITA analyzes prices for each CONNUM by dividing them into
    a series of “test groups” (each comprising prices to a specific
    purchaser,     region,   or    calendar      quarter)   and    “base    groups”
    (comprising     the   remaining     purchasers,     regions,    or     calendar
    quarters). Prices to every purchaser, region, and calendar quarter
    are serially analyzed as a test group and then recycled into the
    base group of prices for that CONNUM.            Differential pricing then
    entails three elements.
    In the first element, ITA employs “Cohen’s d statistic”
    to measure the “effect size” between each test group and its
    relevant base group.          The agency describes effect size as a
    descriptive measure of the “magnitude” of the difference between
    two groups, which the Stanley plaintiffs contend infra is gross
    oversimplification.
    ITA calculates the Cohen d statistic as the difference
    between the weighted average net prices of the test and base groups
    divided by the “pooled” standard deviation of the net prices of the
    two groups.     The pooled standard deviation is calculated as the
    square root of the sum of the square of the base group’s standard
    Consol. Court No. 15-00109                                         Page 32
    deviation plus the square of the test group’s standard deviation,
    divided by two. The resulting coefficients are labeled as “small”,
    “medium”, or “large”.
    Notably,       ITA     ignores   whether    a   test     group’s
    weighted-average price is higher or lower than the base group’s
    weighted-average price.        A “large” Cohen’s d coefficient is 0.8 or
    greater, which means that the weighted-averages of the base group
    and the test group differ by 0.8 standard deviations.            The agency
    deems all sales that meet or exceed the 0.8 Cohen d coefficient to
    have “passed” that threshold, thereby satisfying the statute’s
    requirement     that   “significant”    price   differences   exist    as   a
    precondition to using the A-T method.
    In the second element, called the “ratio” test, ITA
    stratifies the percentage of a respondent’s sales that “pass” the
    Cohen d test.    If the value of a respondent’s passing sales account
    for 66 percent or more of the value of its total sales, then the
    agency uses the A-T method with zeroing for all sales.                If the
    Cohen d test “pass” rate is 33 percent or less, then ITA uses the
    A-A method for all sales.        If the Cohen d test “pass” rate falls
    between 33 percent and 66 percent, then the agency uses the A-T
    method with zeroing for sales that “pass” the Cohen d test and the
    Consol. Court No. 15-00109                                 Page 33
    A-A method for the remaining sales.   ITA deems this stratification
    of CDT “pass” rates to establish whether a “pattern” of significant
    price differences exists.
    In the third element, called the “meaningful difference”
    test, ITA calculates the respondent’s dumping margin in three ways.
    First, it uses the A-A method for all sales.     Second, it uses a
    “mixed” method in which the A-T method with zeroing is applied only
    to sales that have “passed” the Cohen d test while the A-A method
    is applied to the remaining sales.     Third, ITA applies the A-T
    method with zeroing to all sales.   Depending on the results of the
    “ratio” test, the margin resulting from either the second or third
    method is compared to the margin resulting from the A-A method for
    all sales.   The agency deems a “meaningful difference” to exist
    between the two calculations if the margin using the A-T (or
    “mixed”) method (1) generates a 25 percent relative change in the
    dumping margin compared to the A-A method, or (2) generates a
    dumping margin that crosses the de minimis threshold when compared
    to the A-A method.    ITA deems the existence of a “meaningful
    difference” sufficient to explain why it cannot account for a
    pattern of significant price differences using the A-A method.
    Consol. Court No. 15-00109                                    Page 34
    C
    As an initial matter, the Stanley plaintiffs raise again
    the issue of ITA’s “abrupt” withdrawal of its 1997 targeted dumping
    regulation pursuant to Withdrawal of the Regulatory Provisions
    Governing Targeted Dumping in Antidumping Duty Investigations, 73
    Fed.Reg. 74930 (Dec. 10, 2008).   See 19 C.F.R. §351.414(f) (2007).
    Mid Continent Nail Corp. v. United States, 
    846 F.3d 1364
    (Fed.Cir. 2017), indeed held that withdrawal to have been unlawful
    and not harmless in accordance with the Administrative Procedures
    Act.   Defendant’s explanation is that, whereas the statute places
    certain restrictions on ITA selection of a comparison methodology
    for purposes of investigations, it does not do so for purposes of
    administrative reviews such as the one at bar.     Def’s Resp. at 23-
    24, referencing 19 U.S.C. §1677f-1(d)(1)(B), SAA at 842-43.       JBF
    RAK LLC v. United States, 
    790 F.3d 1358
    , 1364 (Fed.Cir. 2015), held
    that to be true, and cases since have consistently deferred to that
    interpretation.   E.g., Fine Furniture (Shanghai) Ltd. v. United
    States, 40 CIT ___, ___, 
    182 F. Supp. 3d 1350
    , 1364 (2016); Nan Ya
    Plastics Corp., Ltd. v. United States, 39 CIT ___, ___ n. 3, 
    128 F. Supp. 3d 1345
    , 1349 n. 3 (2015); Apex Frozen Foods Private Ltd. v.
    United States, 38 CIT ___, ___,       
    37 F. Supp. 3d 1286
    , 1293 (2014),
    aff’d, 
    862 F.3d 1322
    (Fed.Cir. 2017); CP Kelco Oy v. United States,
    Consol. Court No. 15-00109                                        Page 35
    38 CIT ___, ___, 
    978 F. Supp. 2d 1315
    , 1320 (2014); Timken Co. v.
    United States,     38 CIT ___, ___ & n. 7, 
    968 F. Supp. 2d 1279
    , 1286 &
    n. 7 (2014).     Further, although ITA typically cites to 19 U.S.C. §
    1677f-1(d)(1)(B)     for   “guidance”,    it   does   not   consider   that
    provision “binding” legal authority since its statutory authority
    to select a comparison methodology in reviews is derived from a
    different provision, 19 U.S.C. §1677f-1(d)(2), which does not place
    restrictions on ITA’s choice of comparison methodology.          As such,
    the agency has discretion12 to apply A-T methodology in reviews
    notwithstanding the circumstances surrounding the withdrawal of the
    pre-2008 targeted dumping regulation.
    The    defendant    contends    ITA   properly    applied    A-T
    methodology during AR5.       It found that the value of Stanley sales
    passing the Cohen d test accounted for more than 66 percent of the
    value of total Stanley United States sales and also found a
    meaningful difference between the weighted-average dumping margins
    12
    But as a further threshold matter, the Stanley plaintiffs
    complain ITA initiated differential pricing without an allegation
    that they had engaged in targeted dumping.        And cf. Diamond
    Sawblades Manufacturers’ Coalition v. United States, 39 CIT ___,
    Slip Op 15–116 (Oct. 21, 2015), at 5-6 & n.4 (ITA rejecting a
    targeted dumping allegation as untimely and declining to
    self-initiate on the ground that the targeted dumping provision
    applies by its express terms to agency investigations not
    administrative reviews). The consolidated-plaintiffs do not press
    the point to one of unlawfulness herein, however.
    Consol. Court No. 15-00109                                  Page 36
    calculated using the A-A methodology and an alternative comparison
    methodology based on the A-T method.      See Stanley Final Results
    Analysis Memo at 3.       See also IDM at 36.    Specifically, when
    comparing the Stanley weighted-average dumping margin calculated
    pursuant to the A-A method and an alternative comparison method
    based on the A-T method, that margin rose above the de minimis
    threshold.     Such a difference in the weighted-average dumping
    margins has been held to satisfy the statutory requirement that ITA
    explain why the A-A method cannot account for such differences. See
    Apex Frozen 
    Foods, supra
    , 38 CIT at ___, 37 F.Supp.3d at 1295-96.
    Cf. Golden Dragon Precise Copper Tube Grp., Inc. v. United States,
    39 CIT ___, Slip Op. 15-89 (2015) at 15-16 (“the significance of
    the ‘effect size’ . . . in and of itself ‘explains why such
    differences cannot be taken into account’ using A-A methodology”).
    Be that as it may, it misses the Stanley point that the
    regulation expressly limits the A-T methodology “to those sales
    that constitute targeted dumping”, and it is this “limiting rule”
    that Gold East Paper (Jiangsu) Co. v. United States, 37 CIT ___,
    ___, 
    918 F. Supp. 2d 1317
    , 1327 (2013), and Mid Continent both held
    still in effect at the times in question.    The AR5 final results
    Consol. Court No. 15-00109                                                    Page 37
    violate this rule by applying the A-T methodology to all Stanley
    sales.   Remand,    for   the    purpose         of   properly    applying     it,   is
    therefore necessary.
    D
    The Stanley plaintiffs argue that ITA’s use of the Cohen
    d test is unlawful because it (i) was allegedly designed for a
    context dissimilar to that being analyzed by the agency in a
    differential pricing analysis; (ii) is arbitrary in terms of its
    classification of effect sizes; (iii) is unreasonable when the
    entire data population is available; and (iv) fails to measure
    statistical significance.
    (i)
    Their claim is that Dr. Cohen’s d test was created for
    psychological    research       and   used      as    a   tool   in   the   behavioral
    sciences and should not apply in a matter like this. The defendant
    responds that ITA uses the test to analyze a respondent’s pricing
    behavior, see IDM at 31, and that the economics of pricing behavior
    is, in fact, a subset within the ambit of behavioral science.                        It
    is an accepted statistical test, employed by ITA to discern a
    pricing pattern, and the Stanley position neither persuades that
    the   agency’s     use    of    it    was       unreasonable      nor   demonstrates
    unlawfulness thereof.
    Consol. Court No. 15-00109                                                      Page 38
    (ii)
    The    Stanley       plaintiffs    contend    ITA’s          classification
    method for the Cohen d test effect size is arbitrary.                         By way of
    background,      after     ITA    determines    Cohen’s        d    coefficient,      it
    establishes a threshold to determine whether that is significant.
    See PDM at 16-17.        The defendant explains that the agency adheres
    to the three different fixed thresholds Dr. Cohen deduced (small,
    medium,    and    large)    because    they    allow     ITA       to    determine   the
    “significance” (or meaningfulness) of the differences between
    prices to a particular purchaser, region, or time period as well as
    the prices of comparable merchandise to all other purchasers,
    regions, or time periods in an efficient and predictable way, and
    are generally accepted thresholds for the d test.                       See 
    id. at 34-35
    (citing and quoting David Lane et al., “Effect Size,” Section 2,
    “Difference      Between    Two    Means”     (stating    that          the   guidelines
    suggested by Dr. Cohen as to what constitutes small, medium, and
    large effect size “have been widely adopted”)). ITA generally uses
    the “large” threshold (i.e. Cohen’s d coefficient above 0.8) as the
    threshold for passing the d test, because the “large” threshold
    provides    the     strongest       support    for     the     differences        being
    meaningful.      
    Id. at 36-37.
    Consol. Court No. 15-00109                                       Page 39
    Substantial evidence of record herein supports the use of
    Dr. Cohen’s d test and the threshold demarcations he intuited,
    along with the caveats he enunciated, since the record evinces that
    his test gained awareness, acceptance, and use among scientists
    within various disciplines of the self-professed community of
    “experts”, see, e.g., 
    id., and the
    Stanley arguments do little to
    contradict or counteract this fact.       Therefore, because ITA used
    widely accepted thresholds, provided a rational explanation as to
    which threshold to employ, and selected a threshold for the Cohen
    d coefficient which has real world, practical meaning consistent
    with the statute, its use of the threshold is not arbitrary.         Cf.
    Cosco Home & Office Prods. v. United States, 
    28 CIT 2043
    , 2049-50,
    
    350 F. Supp. 2d 1294
    , 1299-1300 (2004) (holding ITA’s interpretation
    of   19   U.S.C.   §1675(a)(1)   and   amendment   of   its   regulations
    reasonable); Mitsubishi Heavy Indus., Ltd. v. United States, 
    21 CIT 1227
    , 1233-35, 
    986 F. Supp. 1428
    , 1434-35 (1997) (50 percent test).
    (iii)
    The Stanley plaintiffs challenge ITA’s application of the
    ratio test, claiming that it does not explain how the three
    Consol. Court No. 15-00109                                                     Page 40
    thresholds       thereof13    satisfy      the   statutory     requirements.      ITA
    explained that it uses the ratio test to complete its determination
    as    to   whether    there       exists   a   pattern   of    prices   that   differ
    significantly by purchaser, region, or period of time.                   See PDM at
    17.    This is necessary because, even though the sales for one or
    more groups of comparable merchandise for specific purchasers,
    regions, or time periods may pass the Cohen d test, it does not
    necessarily follow that, in relation to the total volume of a
    respondent’s export sales, there is sufficient evidence that there
    exists a pattern of prices that differ significantly.                    See IDM at
    37-38.          Pursuant     to    19   U.S.C.    §1677f-1(d)(1)(B),      ITA     “may
    determine” whether sales were made at less than fair value using
    the alternative method when subsections (i) and (ii) of the
    provision are satisfied, but the statute is silent as to how ITA
    may determine whether those subsections are thus and such. See 
    id. The agency
    in this matter lawfully exercised its discretion in
    filling the gaps of determining how the A-T method could be
    considered as an alternative methodology.                     See 
    id. See also
    JBF
    
    RAK, supra
    , 790 F.3d at 1364.
    13
    Thirty-three percent or less; 33-66 percent; and 66
    percent or more.
    Consol. Court No. 15-00109                                 Page 41
    (iv)
    The Stanley plaintiffs assert that the statute requires
    ITA to measure “statistical significance,” which the Cohen d test
    does not measure.   This assertion underlies many of the Stanley
    arguments, but “statistical significance” is irrelevant where, as
    here, the agency has a complete set of data to consider.
    The statute provides that ITA may apply an alternative
    comparison methodology if it finds “a pattern of export prices (or
    constructed export prices) for comparable merchandise that differ
    significantly among purchasers, regions, or periods of time[.]” 19
    U.S.C. §1677f-1(d)(1)(B)(i) (emphasis added).    Additionally, the
    SAA states:
    New Section 777A(d)(1)(B) provides for a comparison of
    average normal values to individual export prices . . .
    in situations where an [A-A] or [T-T] methodology cannot
    account for a pattern of prices that differ significantly
    among purchasers, regions, or time periods, i.e., where
    targeted dumping may be occurring.
    SAA at 843 (emphasis added).     Neither the statute nor the SAA
    defines the term “significantly”, but the consolidated-plaintiffs
    contend its plain meaning is “statistically significant.”        ITA
    interprets otherwise.
    Consol. Court No. 15-00109                                                Page 42
    Statistical significance only takes on relevance when
    “determin[ing] from a sample (i.e., the data at hand) of a larger
    population an estimate of what the actual values (e.g., the mean or
    variance) of the larger population may be”.          IDM     at 34.      Here, ITA
    has the entire population of the respondents’ sales in the U.S.
    market; therefore, “‘statistical significance’ is not a relevant
    consideration.”         
    Id. The agency
      calculates      the     Cohen    d
    coefficients    to    determine      whether   differences    in    prices       for
    comparable merchandise among purchasers, regions, or time periods
    are significant, and those calculations are based upon all of the
    United States sales that Stanley reported for the POR, not merely
    a sample, and thus form the entire population of U.S. sales of
    subject merchandise.      See 
    id. Sampling error
    does not exist when
    there are complete data for analysis.
    The Stanley plaintiffs state that the purpose of the
    Cohen d test is to “make reasonable queries as to how big an
    intervention effect may be when only a sample is available.”                      It
    would   be   more    accurate   to    state,   however,   that     the    Cohen   d
    coefficient measure of effect size “quantifies the size of the
    difference between two groups, and may therefore be said to be a
    true measure of the significance of the difference” based on
    Consol. Court No. 15-00109                                              Page 43
    complete information, not samples.             See 
    id. at 33
    (citations
    omitted).    Accordingly, once again, the “statistical significance”
    of   ITA’s   calculations   is     not   relevant   to    its   analysis,    and
    requiring the agency to measure statistical significance here,
    where it has incorporated all of the respondents’ data in the
    analysis, would be inappropriate14.
    As   noted   above,    Congress    did      not    use   the   word
    “statistical” or any variation thereof when it drafted the statute.
    And as ITA stated in the IDM, and as Stanley has argued elsewhere,
    Congress acts intentionally when it drafts statutory language.
    Simply put, if Congress had wanted ITA to measure “statistical
    14
    A number of Stanley arguments continue to press an
    interpretation of the term “significant” that is at variance with
    what the statute requires.       For example, the consolidated-
    plaintiffs raise concerns with regard to accounting for random
    events and Type I error (i.e., a “false positive” leading to
    incorrect rejection of a true null hypothesis), and they also
    express concerns about whether Cohen’s d test tests a statistical
    hypothesis, which is necessary when measuring for statistical
    significance. But as indicated above, there are no random estimates
    of actual statistical measures because ITA’s analysis relies on
    complete information to perform such calculations. See IDM at 34.
    Because the agency has the complete population of Stanley United
    States sales, none of the resulting calculations evince random
    errors because of sampling, and because there is no sampling or
    randomness, all issues related to Type I errors, which are errors
    that occur because of sampling, are moot.
    Consol. Court No. 15-00109                                       Page 44
    significance,” it would have included the word “statistical”15.       In
    applying the Cohen d test, ITA fulfills the statutory requirement
    to measure whether there exists a pattern of prices that differ
    “significantly”, and the d test enables the agency to quantify, in
    a   simple    and   transparent   approach,   whether   prices    differ
    significantly among purchasers, regions, or time periods.
    (v)
    The Stanley plaintiffs claim that several other aspects
    of ITA’s differential pricing analysis contravene congressional
    intent. However, mere disagreement with its approach, where the
    statute is silent, is not a sufficient basis for the court to
    overturn the agency’s reasoning.     See Mid Continent Nail Corp. v.
    United States, 
    34 CIT 512
    , 519, 
    712 F. Supp. 2d 1370
    , 1376-77 (2010)
    (“[g]enerally, courts lack an ‘independent authority to tell the
    [agency] how to do its job’ when a statute does not specify ‘any
    15
    The Stanley definition of “significant” is “1. a) having
    or expressing a meaning, b) full of meaning; 2. important;
    momentous; 3. having or conveying a special or hidden meaning;
    suggestive; 4. of or pertaining to an observed departure from a
    hypothesis too large to be reasonably attributed to chance”,
    Stanley Br., p. 32, citing Webster’s New World Dictionary of the
    American Language at 1325 (1980) (emphasis omitted), and that
    proffered definition supports ITA’s understanding of being tasked
    by statute to find a meaningful difference between the average
    price of a test group and the average price of a comparison group,
    which the Cohen d test accomplishes. See IDM at 32, 36-37.
    Consol. Court No. 15-00109                                               Page 45
    Congressionally mandated procedure or methodology for assessment of
    the statutory tests’”), quoting U.S. Steel Group v. United States,
    
    96 F.3d 1352
    , 1362 (Fed.Cir. 1996).           The statute does not specify
    the particular analysis or approach that ITA must use, and in the
    absence    of   showing    challenged        aspects   of     agency    analysis
    unreasonable, the court will defer to its discretion.
    (vi)
    The final step of ITA’s differential pricing analysis
    examines whether the A-A methodology can account for a pattern of
    prices that differ significantly by determining whether there
    exists a meaningful difference in the weighted-average dumping
    margins    calculated   using    that   methodology     and    an   appropriate
    alternative comparison methodology.            See IDM at 36.       The Stanley
    plaintiffs argue that the AR5 final results do not explain why the
    difference in the pattern of prices cannot be accounted for with
    the A-A method.    But their argument fails to persuade that ITA’s
    explanation therein as to why that approach cannot account for
    pricing differences was unreasonable.           See 
    id. As explained
    in the AR5 final results (and again above),
    if   the   difference     in    the   weighted-average        dumping    margins
    calculated using the A-A method and an appropriate alternative
    Consol. Court No. 15-00109                                                Page 46
    comparison method is meaningful, then that fact is indicative of
    whether    that   method   cannot    account    for    such    differences      and
    therefore an alternative method would be appropriate.                     See 
    id. More precisely,
    a meaningful difference between the results of the
    A-A    methodology   and    an    appropriate   alternative      (A-T    in    this
    instance) exists if: (1) there is a 25 percent relative change in
    the weighted-average dumping margins between the A-A methodology
    and the appropriate alternative where both are above the de minimis
    threshold, or (2) the resulting weighted-average dumping margins
    move across that threshold.         See 
    id. ITA found
    that a meaningful difference exists because the
    Stanley    weighted-average       dumping   margin     did    move    across   that
    threshold upon a comparison of the two methods.                  See 
    id. This threshold
    is reasonable because comparing the weighted-average
    dumping margins calculated using the two methods allows ITA to
    quantify the extent to which the A-A method cannot take into
    account different Stanley pricing.            And ITA’s determination that
    the A-A methodology cannot account for the difference in the
    pattern of prices in similar circumstances has been upheld in
    court.    E.g., Samsung Elecs. Co. v. United States, 39 CIT ___, ___,
    
    72 F. Supp. 3d 1359
    ,    1368   (2015)    (holding    that    ITA    reasonably
    Consol. Court No. 15-00109                                             Page 47
    explained that “the A-to-A method does not take into account such
    price differences because there is a meaningful difference in the
    weighted average dumping margins when calculated using the A-to-A
    method and the A-to-T method” and that Samsung’s margin had moved
    across the de minimis threshold (citations omitted; emphasis in
    original)); 
    Apex, supra
    , 38 CIT at ___, 37 F.Supp.3d at 1299-1300
    (holding that ITA reasonably concluded that the A-A methodology
    could not account for targeting where plaintiff’s margin crossed
    the de minimis threshold), 
    aff’d, 862 F.3d at 1323-24
    . The Stanley
    argument does not persuade that this is an unreasonable approach to
    fulfilling the statute’s aim of combating masked dumping.
    In AR5, ITA concluded that the A-A methodology could not
    account   for    the   difference   in   the   pattern   of   prices   once   a
    meaningful difference existed between that methodology and the A-T
    approach when the Stanley weighted-average dumping margin moved
    above the de minimis threshold.             And, as in Apex and Samsung,
    Stanley   does    not    show   that     the   meaningful     difference   was
    immaterial.
    (vii)
    The Stanley plaintiffs allege that ITA use of the Cohen
    d test is biased toward finding prices that differ significantly,
    Consol. Court No. 15-00109                                             Page 48
    leading it to overuse the A-T method.               The argument appears to
    conflate passing the d test with application of the A-T comparison
    methodology, which requires that ITA find not only that a pattern
    of prices that differ significantly exists but also that the A-A
    methodology cannot account for such differences.                 Each of these
    provisions requires a separate analysis, with distinct results, and
    both   must    be    satisfied    to   apply   an    alternative    comparison
    methodology.        Moreover,    Stanley   citations       to   instances    when
    respondents’ sales passed Cohen’s d test without discussing whether
    ITA applied an alternative comparison methodology, Stanley Brief at
    39-40, illustrate only that the respondents’ pricing behavior
    exhibited certain significant differences in prices. See IDM at 37
    (stating that both requirements under the statute must be satisfied
    before applying an alternative comparison methodology and that the
    Stanley analysis is concerned with and limited to only the first of
    the two requirements).          These instances do not show whether ITA
    applied an alternative comparison methodology or whether it found
    that the respondents sold subject merchandise at less than normal
    value.
    The   Stanley   plaintiffs   also     fail   to   appreciate   the
    difference between sales found to be at significantly different
    Consol. Court No. 15-00109                                                   Page 49
    prices   as    opposed     to   whether    ITA   has   applied    an    alternative
    comparison methodology to address masked dumping.                      They connect
    high rates of sales passing Cohen’s d test to dumping.                        A high
    passing rate, however, does not mean that the A-A methodology
    cannot account for such differences (i.e., whether or not dumping
    even   exists    or   is    being    masked).    As    ITA    explained,     “[b]oth
    requirements     of   section       1677f-1(d)(1)(B)     of     the    Act   must   be
    satisfied before [it] has the option of applying an alternative
    comparison method in less-than-fair-value investigations.”                    IDM at
    37-38.   As such, even if a large proportion of U.S. sales pass the
    d test, ITA does not automatically apply the A-T method.                     
    Id. It must
    also consider whether the A-A method can account for such
    differences and, if the standard comparison methodology can account
    for    such    differences,       ITA     will   not    apply    an     alternative
    methodology.      See 
    id. In other
    words, a finding that there exists a pattern of
    prices that differ significantly means only that ITA will consider
    whether the standard comparison methodology can account for the
    differences.     Subject merchandise can be sold in the United States
    market at significantly different prices yet none of the sales are
    priced at less than normal value (i.e., there is no dumping); in
    Consol. Court No. 15-00109                                              Page 50
    such a situation, the A-A method will be able to account for the
    differences,     and   that   method   will   be    used   to    calculate   any
    weighted-average margin.          A firm can also make those same U.S.
    sales at significantly different prices among purchasers, regions,
    or time periods at prices which are all less than normal value
    (i.e., all sales are dumped); in such a situation, the A-A method
    also will be able to account for such differences, and thus, that
    method can, again, be used.        Thus, even if there is a high Cohen’s
    d pass rate, it is meaningless without consideration of whether the
    A-A method can account for the differences.                See 
    id. at 38;
    19
    U.S.C. §1677f-1(d)(1)(B)(ii).
    (viii)
    ITA reiterated the importance of both lower and higher
    priced sales in masked dumping, noting that “higher priced sales
    are equally capable as lower priced sales to create a pattern of
    prices   that    differ    significantly.”    IDM    at    38.    The   Stanley
    plaintiffs      disagree   that   “high”   and     “low”   priced   sales    are
    appropriate considerations when conducting Cohen’s d test.
    They argue that ITA may not find that higher priced sales
    pass that test and are part of a pattern of prices that differ
    Consol. Court No. 15-00109                                           Page 51
    significantly, but “high” and “low” are relative terms, and they
    concede that the statute is silent as to this issue, providing only
    that the agency must determine whether a pattern of prices that
    differ significantly exists.        The statute does not specify whether
    ITA may or may not consider prices that differ because they are
    higher or lower. See 19 U.S.C. §1677f-1(d)(1)(B) (alternative
    methodology may be applied if (i) “there is a pattern of export
    prices . . . for comparable merchandise that differ significantly
    among purchases, regions, or periods of time, and (ii) [ITA]
    explains why such differences cannot be taken into account” using
    the A-A methodology).
    Finding      no   explicit   statutory   support,   the   Stanley
    plaintiffs look to the SAA, which they interpret to mean that
    targeting and dumping are linked in the statute and, thus, ITA is
    only authorized to consider dumped prices.              But the SAA does
    discuss both “dumped prices” and “higher prices”, as Stanley itself
    notes:   “[t]he   SAA    explains   that   ‘targeted   dumping’   comprises
    ‘situations [in which] an exporter may sell at a dumped price to
    particular customers or regions, while selling at higher prices to
    other customers or regions.’” Stanley Brief at 42, quoting SAA at
    842 (emphasis deleted).       Thus, the SAA acknowledges that “targeted
    Consol. Court No. 15-00109                                        Page 52
    dumping” includes sales which have been made at both “dumped” (or
    lower) prices as well as higher prices, and high priced sales will
    offset   lower   priced   sales,    “either    implicitly    through    the
    calculation of a weighted-average sale price for a [United States]
    averaging group, or explicitly through the granting of offsets when
    aggregating the A-to-A comparison results, that can mask dumping”.
    IDM at 38. In other words, higher and lower priced sales do not
    operate independently: in theory at least all sales are relevant to
    the analysis, and nothing in the statute or the SAA precludes ITA
    from reviewing both higher and lower priced sales.             See 
    id. at 38-39.
    (ix)
    Additionally,    the     Stanley    plaintiffs    challenge   the
    calculation of the measure which ITA uses to gauge the effect size,
    i.e., the Cohen d coefficient.       To calculate the effect size, it
    uses the “pooled standard deviation,” which is based on the
    distribution of the prices between the test and comparison groups,
    because it “reflects the dispersion, or variance, of prices within
    each of the two groups.”     IDM at 36.      The consolidated-plaintiffs
    contend that the use of a pooled standard deviation leads to a bias
    for finding high Cohen d pass rates.      See Stanley Brief at 39 (“ITA
    incorrectly calculated the pooled standard deviation in the Cohen
    Consol. Court No. 15-00109                                         Page 53
    d statistic -- generating an upward bias in the ‘pass’ rate -- by
    giving equal weight to the squared standard deviations of the
    ‘target’ and ‘comparison’ price groups despite clear evidence that
    the target groups were much smaller in volume and the standard
    deviations of the target and comparison groups were not equal”).
    But once again, there is no statutory directive with
    respect to how ITA determines whether a pattern of prices that
    differ significantly exists, let alone how to calculate the pooled
    standard deviation of the Cohen d coefficient.        See Certain Frozen
    Warmwater    Shrimp   From   the   Socialist   Republic   of   Vietnam,   80
    Fed.Reg. 55328 (Sept. 15, 2015), and accompanying I&D memo at 27.
    ITA has generally relied on a reasonable and predictable approach
    by using a simple average when determining the pooled standard
    deviation.      E.g., 
    id. By giving
    equal weight to the test and
    comparison groups, ITA balances the importance of the exporter’s
    pricing behavior to a given purchaser, region, and time period, and
    the exporter’s pricing behavior to other purchasers, regions, and
    time periods.    This implies that the magnitude of the sales to one
    group does not skew the outcome.       See 
    id. Furthermore, as
    discussed above, even when a majority of
    a respondent’s sales pass the Cohen d test, this does not end ITA’s
    Consol. Court No. 15-00109                                       Page 54
    analysis in determining whether to apply an alternative methodology
    when calculating its weighted-average dumping margin. See IDM at
    38.   The agency must also consider and explain why the A-A
    comparison method cannot account for such differences, in order to
    satisfy both requirements under section 1677f-1(d)(1)(B) of the
    Act, and only then does ITA consider the application of the A-T
    method.        
    Id. The Stanley
    plaintiffs attempt to validate their claim on
    the supposed bias of the Cohen d test by pointing to the outcomes
    of 150 preliminary determinations in which a differential pricing
    analysis was employed.        See Stanley Administrative Case Brief at
    33-34 and Addendum A.16 However, the Stanley data and analysis fail
    to establish (1) that a bias exists among those preliminary
    determinations and (2) how any potential bias would be attributable
    to ITA’s calculation of the pooled standard deviation based on a
    simple average of the variances of the test and comparison groups.
    See IDM at 37.
    16
    The Stanley brief at bar cites an expanded data set
    covering 209 respondents through September 2015.       See p. 40,
    Addendum B. The defendant requests that this expanded data set be
    ignored, as it was not submitted to ITA during the administrative
    process and is therefore not part of the record for this
    administrative review per 19 U.S.C. § 1516a(b)(1)(B)(i). It is so
    ordered.
    Consol. Court No. 15-00109                                                              Page 55
    The Stanley data fail to demonstrate a bias in ITA’s
    application of the Cohen d test.                     They show that 113 of the 150
    cases cited involved a sufficient percentage of sales value passing
    the d test to consider the application of an alternative comparison
    methodology.         See Stanley Administrative Case Brief at Addendum A.
    Of    these,    ITA       applied    the       A-T    method     in    only       50    of   the
    determinations.           From Stanley’s own data, accordingly, there does
    not appear to exist a bias in the agency’s application of the
    differential pricing analysis including Cohen’s d test based on the
    use   of   a    simple      average      in    determining       the       pooled      standard
    deviation.          Only one-third of the cases to which Stanley cites
    resulted       in    the    application          of     an    alternative          comparison
    methodology, representing less than one-half of the cases in which
    there   existed       a    pattern       of   prices     that    differ       significantly
    pursuant to the Cohen d and ratio tests.
    The Stanley argument, to wit, “the conclusion that two
    companies       targeted       all       of     their        sales    underscores”           the
    unreasonableness of differential pricing because “it makes no
    economic sense for any one company to ‘target’ the majority of its
    sales,”    Stanley        Brief     at   40,    and    because       “if    all     sales    are
    ‘targeted,’ then none can be,” Stanley Administrative Case Brief at
    Consol. Court No. 15-00109                                         Page 56
    33, expresses a misappreciation of how ITA determines the existence
    of a pattern of export prices that differs significantly among
    purchasers,   regions,   or   time   periods.   The   focus   is   not   on
    “targeting” and economic decision-making, but on the difference
    between export prices.17      While Stanley pointed to a single case
    where all of the respondent’s sales prices differed significantly,
    there are also 16 cases in the data where none of the sales prices
    did so, indicating that ITA’s approach is not unreasonable and does
    not exhibit a bias.      In other words, the phenomenon to which
    Stanley points as proof of bias is controverted by its opposite,
    i.e., that no sales pass the Cohen d test.      Accordingly, Stanley’s
    own data indicate that, if anything, there is a tendency against
    finding a pattern of prices that differ significantly across
    purchasers, regions, or time periods.
    17
    For example, consider two purchasers, A and B. If the
    prices to purchaser A are found to differ significantly from the
    prices to purchaser B, then it follows that the prices to purchaser
    B differ significantly from the prices to purchaser A. Here, it is
    reasonable to conclude that all prices differ significantly.
    Similarly, if the prices to purchaser A do not differ significantly
    from the prices to purchaser B, then it follows that the prices to
    purchaser B do not differ significantly from the prices to
    purchaser A. Here, it is reasonable to conclude that none of the
    prices differ significantly.
    Consol. Court No. 15-00109                                         Page 57
    (x)
    The Stanley plaintiffs press a number of additional
    arguments, none of which is persuasive.
    First, their argument that the “meaningful difference”
    element of the Cohen d test has the perverse effect of allowing a
    respondent to avoid the A-T method with zeroing if all its sales
    are dumped, gaining a lower margin than if only some of its sales
    are dumped, lacks merit.         If all of a respondent’s sales are
    dumped, then there is no zeroing because there are no sales that
    are not dumped, and the weighted-average dumping margin calculated
    using the A-A and A-T method is identical.            If only some of a
    respondent’s sales are dumped, the calculated weighted-average
    dumping margin will be reduced, reflecting the fact that there is
    less dumping overall, regardless of whether or not zeroing is
    applied to the non-dumped sales.          Accordingly, it is unclear how
    the respondent would gain a lower dumping margin if all of its
    sales were dumped. Stanley erroneously associates the possible use
    of   zeroing   with   always   reducing   the   weighted-average   dumping
    margin, and draws an unsupportable conclusion.
    Second, the Stanley plaintiffs argue that ITA’s approach
    is mechanical and rote, contrary to Congress’s intent that an
    analysis to detect masked dumping be conducted on a case-by-case
    Consol. Court No. 15-00109                                          Page 58
    basis.      But   the   agency   does   examine   whether   the   statutory
    requirements have been satisfied on a case-by-case basis.                It
    reviews the individual pricing behavior of each respondent when it
    conducts a differential pricing analysis.         Its analysis begins by
    examining the extent to which a respondent’s sales pass the Cohen
    d test, and whether a group of sales passes that test is measured
    relative to the “pooled standard deviation” discussed above, which
    specifically reflects the pricing behavior of each individual
    respondent.       Then, ITA determines whether the differences in
    respondent’s prices, based on purchaser, time period, and region,
    can be accounted for using the A-A methodology, which is directly
    related to the respondent’s dumping in the U.S. market and whether
    such dumping is masked.     See IDM at 41 (“[o]n a case-by-case basis,
    [ITA] also considers the factual information and arguments on the
    record for each segment of a proceeding”).
    Furthermore, ITA considers arguments from parties in each
    segment of a proceeding concerning whether its approach should be
    modified.     See PDM at 17 (“[i]nterested parties may present
    arguments and justification in relation to the above-described
    differential pricing approach used in these preliminary results,
    including arguments for modifying the group definitions used in
    Consol. Court No. 15-00109                                  Page 59
    this proceeding”).   For example, in the 2011-2012 administrative
    review of copper tubing from the PRC, the agency modified the time
    periods used in the Cohen d test.   See Seamless Refined Copper Pipe
    and Tube From the PRC, 79 Fed.Reg. 23324 (April 28, 2014), and
    accompanying I&D memo at 13-14.
    The defendant contends that not only does ITA review the
    specific circumstances of a respondent, it continues to expand its
    experience and alter its method as it applies the methodology, see
    IDM at 41, and that the agency reviewed Stanley sales to determine
    which passed the Cohen d test, compared Stanley weighted-average
    dumping margins calculated using the A-A methodology and the mixed
    alternative methodology to determine whether the significant price
    differences based on purchaser, period, and region, could be
    accounted for by the A-A methodology, and found that the A-A
    methodology did not account for such differences.       See IDM at
    30-31. To the extent ITA’s application of the differential pricing
    analysis was tailored to Stanley, it was not mechanical; and even
    if the Cohen d test itself may be inferred mechanistic, that does
    not, ipse dixit, make it unlawful, or else all calculations would
    be.
    Consol. Court No. 15-00109                                 Page 60
    Third, the Stanley plaintiffs challenge ITA’s continued
    use of sales that have been found to pass the Cohen d test in the
    base group of other comparisons.   But as stated in the Preliminary
    Results, the purpose of that test is “to evaluate the extent to
    which the net prices to a particular purchaser, region, or time
    period differ significantly from the net prices of all other sales
    of comparable merchandise.”   PDM at 16.    Simply because certain
    sale prices are part of a test group in one instance and part of a
    comparison group in other instances does not constitute double
    counting; agency dumping analysis includes all information and data
    on the record, and selectively including or excluding certain sales
    is not supported by the statute.
    Furthermore, the inclusion of sales that “pass” the Cohen
    d test in base groups for other test groups does not cause sales to
    “pass” that otherwise would not.     The Stanley assertion to the
    contrary is refutable through the use of a hypothetical scenario:
    [T]here are two purchasers, A and B, which purchase the
    subject merchandise at average prices of 10 and 20,
    respectively. Based on the Cohen’s d Test, when testing
    purchaser A, the weighted-average price to purchaser B
    will be the comparison group, and the difference in the
    two prices between purchaser A and purchaser B, i.e., 10,
    is found to pass the Cohen’s d Test. Then, when purchaser
    B is the test group, purchaser A will be the comparison
    group, and the sales to purchaser B will also be found to
    pass the Cohen’s d Test.
    Consol. Court No. 15-00109                                      Page 61
    IDM at 41-42. If the weighted-average price to purchaser A differs
    significantly from the weighted-average price to purchaser B, the
    weighted-average price to purchaser B also differs significantly
    from the weighted-average price to purchaser A.            The Stanley
    suggestion (that once ITA finds that the weighted-average price to
    purchaser A differs significantly from the weighted-average price
    to purchaser B, the sales prices to purchaser A should be excluded
    henceforth from the analysis) appears illogical, as it would result
    in no comparison being made for the weighted-average price to
    purchaser B because sales to purchaser A would not be allowed to be
    a basis for comparison. Further, if purchaser B’s sales were tested
    first, purchaser A’s sales would not be tested for the same reason,
    and such an approach would lead to arbitrary and unpredictable
    results that would depend upon the order in which purchasers,
    regions, or time periods were examined.
    Fourth, the Stanley plaintiffs contend that the Cohen d
    test   prevents   respondents   from   refraining   from   engaging   in
    “targeted dumping.”   They claim that high pass rates for that test
    make it difficult to “avoid being found ‘guilty’ of targeted
    dumping.”   But that test alone does not determine whether ITA will
    apply an alternative comparison methodology.        See IDM at 37-38.
    Consol. Court No. 15-00109                                 Page 62
    Lastly, the consolidated-plaintiffs challenge agency use
    of net prices rather than gross prices when examining if a pattern
    of prices differs significantly. Their specific contention is that
    ITA fails to account for circumstances of sale that cause net
    prices to vary, and that such circumstances are exogenous factors
    that do not affect a respondent’s pricing behavior but are beyond
    its control because of differences in selling circumstances.   The
    defendant contends ITA uses net prices to address all circumstances
    of sale, deducting the associated expenses from the reported gross
    unit prices which are used in the Cohen d test and that the
    suggestion that circumstances of sale do not affect the pricing
    behavior of a respondent is misleading.     The defendant explains
    that respondents will generally account for costs such as freight,
    packing, and direct selling expenses in their pricing decisions,
    and that, when a dumping margin is calculated, it is based on net
    prices.   For that reason, the defendant continues, ITA deems it
    appropriate to examine whether there is a “differ significantly”
    pattern based on net prices, because such examination later informs
    agency margin calculation.   See IDM at 37 (“[ITA] finds that it is
    appropriate and reasonable that its examination of a pattern of
    prices that differ significantly to be based on net prices rather
    than gross prices, as net prices are the basis used to calculate
    Consol. Court No. 15-00109                                                Page 63
    dumping margins and determine a respondent’s amount of dumping”).
    As this appears to implement the intent of the statute and the
    regulations, where the purpose of a differential pricing analysis
    is to determine whether the A-A comparison methodology is the
    appropriate tool with which to measure a respondent’s dumping in
    the U.S. market, see 19 C.F.R. §351.414(c)(1), this court cannot
    fault defendant’s rationale.
    In sum, with the exception of section 
    III.C, supra
    , the
    Stanley plaintiffs have not established that ITA’s utilization of
    its differential pricing analysis was out of order.                      See Apex
    Frozen Foods Private Ltd. v. United States, 
    862 F.3d 1322
    and 
    862 F.3d 1337
    (Fed.Cir. 2017), passim.
    IV
    In view of the foregoing, the motions of the plaintiff
    and the consolidated-plaintiffs for judgment on the agency record18
    can   be        granted   only   to   the    extent   of   remand   to   ITA   for
    reconsideration of the issues of (1) the two labor classification
    18
    The quality of the papers submitted in support, as well
    as of those presented in opposition, obviated any need to burden
    the parties with oral argument, and their motion therefor, for the
    record, is thus hereby denied.
    Consol. Court No. 15-00109                                       Page 64
    matters, as discussed in section 
    II.E, supra
    , (2) the apparent
    omission, in the Stanley February 17, 2015 post-verification factor
    of production database, of a zero in the tenth or one-hundredth
    decimal place in field “V_DLCROD”, as discussed in section III.A
    above, and (3) the application of the limiting rule, as discussed
    in section 
    III.C, supra
    .
    The results of this remand shall be filed on or before
    November 30, 2017, with any comments thereon due within 30 days of
    the filing thereof.
    So ordered.
    Dated:   New York, New York
    September 6, 2017
    __/s/   Thomas J. Aquilino, Jr.__________
    Senior Judge
    

Document Info

Docket Number: Consol. 15-00109

Citation Numbers: 2017 CIT 120, 256 F. Supp. 3d 1346, 2017 Ct. Intl. Trade LEXIS 121

Judges: Aquilino

Filed Date: 9/6/2017

Precedential Status: Precedential

Modified Date: 11/7/2024

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ntn-bearing-corporation-american-ntn-bearing-manufacturing-corp-and-ntn , 74 F.3d 1204 ( 1995 )

Timken Co. v. United States , 11 Ct. Int'l Trade 786 ( 1987 )

Tianjin MacHinery Import & Export Corp. v. United States , 16 Ct. Int'l Trade 931 ( 1992 )

smith-corona-group-consumer-products-division-scm-corporation-v-the , 713 F.2d 1568 ( 1983 )

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