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business-component level. However, if   test requirements that have histori-  credit computations is included in Rev.
         the overall business component does   cally received less scrutiny, such as the   Proc. 2011-42, which provides general
         not meet all four tests, certain steps are   technological-information test.   guidance for taxpayers that use statisti-
         followed. In accordance with Regs. Sec.   Two recent cases that reflect this   cal sampling and statistical estimates
         1.41-4(b)(2), the shrink-back rule pro-  trend and emphasize that the burden of   for tax filing purposes. Provided that
         vides that the four-part test is first ap-  proof is on the taxpayer to satisfy and   taxpayers follow the IRS guidelines, sta-
         plied at the level of the discrete business   substantiate the four-part test at the   tistical sampling can be a cost-effective,
         component. If the requirements are not   business-component level are Siemer   efficient approach to calculating and
         met at this level, then the four-part test   Milling Co., T.C. Memo. 2019-37, and   substantiating the research credit. In ad-
         is applied at the most significant subset   Max, T.C. Memo. 2021-37. In Siemer   dition, the IRS often encourages the use
         of elements of the business component.   Milling, the court analyzed and evalu-  of statistical sampling for the research
         For example, if the new engine product   ated the four-part test for each of the   credit due to the efficiencies provided
         developed by the motorcycle engine   taxpayer’s seven business components   during examination.
         builder referenced earlier does not meet   independently. The court disallowed the   Statistical sampling often minimizes
         the four-part test, the requirements may   taxpayer’s research credits because none   the level of involvement required from
         be applied at the next most significant   of the business components met all four   the taxpayer to collect the quantitative
         subset of elements of the engine (e.g.,   parts of the four-part test requirement.   data required to compute QREs and cal-
         the carburetor).                    Similarly, in Max, the Tax Court con-  culate the research credit. Additionally,
                                           cluded that the taxpayer could not claim   statistical sampling may significantly
         Substantiation requirements       a research credit because the taxpayer’s   reduce the level of qualitative analysis
         Regs. Sec. 1.41-4(d) provides that   activities did not meet three of the   required to meet the substantiation
         taxpayers claiming a research credit are   four-part test requirements, including   requirements of Regs. Sec. 1.41-4(d).
         required to keep records “in sufficiently   the process-of-experimentation test. In   Taxpayers with a considerable number
         usable form and detail to substantiate   particular, the court agreed with the IRS   of business components may find it
         that expenditures claimed are eligible   that the taxpayer did not fundamentally   burdensome to properly document the
         for the credit.” Sec. 6001 and the regu-  rely on principles of the hard sciences   four-part test requirements for each
         lations thereunder provide taxpayers   and did not employ a process similar   business component. By implementing a
         specific guidance with respect to record   to the scientific method during its pre-  statistical sampling approach, the analy-
         retention, including the requirement to   production process.       sis is limited to the taxpayer’s sample
         keep permanent books of account or   The FAA concludes that, while sta-  of records.
         records. As highlighted in the FAA, the   tistical methods can be used for estima-  Further, the use of statistical sam-
         substantiation requirements must also   tion purposes, the general requirement   pling can make the IRS examination
         be satisfied at the business-component   that the four-part test be applied sepa-  process more efficient for the taxpayer
         level. Taxpayers can look to case law for   rately to each business component and   and the IRS. Provided the taxpayer
         examples of how the courts interpret the   substantiated at such level is not altered   uses valid statistical methods to de-
         substantiation requirement with respect   by using statistical methods. Therefore,   termine its sample selections, the IRS
         to business components and qualified   careful consideration of statistical ap-  will generally limit its purview to the
         research activities.              proaches that capture and allow proper   taxpayer’s sampling selections during
           There are a variety of cases that   substantiation of the four-part test by   exam. As a result, the process of is-
         examine the substantiation requirement   each business component is key to suc-  suing and responding to information
         and demonstrate that the four-part test   cessfully defending a research credit   documentation requests (IDRs) during
         is applied at the business-component   claim during audit.          an IRS exam is often more streamlined
         level. With respect to substantiation, the                          because taxpayers generally find it less
         FAA cites several notable cases includ-  Benefits of statistical sampling  arduous to sufficiently document and
         ing Union Carbide Corp., T.C. Memo.   The IRS has a history of accepting   substantiate their research credit claims
         2009-50, aff’d, 697 F.3d 104 (2d Cir.   taxpayer estimates based on statistical   as part of the initial filing rather than in
         2012), and Suder, T.C. Memo. 2014-201.   analysis and has provided guidance   response to an IDR.
         Based on the recent audit environment,   on sampling through field directives,
         IRS examinations appear to be plac-  revenue procedures, and audit technique   Sampling process overview
         ing more focus on taxpayers’ business   procedures. Guidance that best supports   In a typical research credit study in-
         components as well as certain four-part   the use of statistical analysis in research   volving sampling, the taxpayer’s list of



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