Vаcated and remanded by published opinion. Senior Judge BUTZNER wrote the opinion, in which Chief Judge WILKINSON and Judge KING joined.
OPINION
Purvis H. Gormley was indicted on one count of conspiracy to defraud the United States in violation of 18 U.S.C.A. § 286 (West Supp.1999) and nineteen counts of filing fraudulent claims in violation of 18 U.S.C.A. § 287 (West Suрp.1999). After a jury trial, Gormley was convicted of the conspiracy charge and 16 counts of making fraudulent claims. On August 12, 1996, the trial court sentenced Gormley to concurrent terms of 51 months imprisonment for each count. Gormley appeals his sentence only, complaining abоut enhancements the district court imposed. We affirm the enhancement based on obstruction of justice, U.S.S.G. § 3C1.1 (1995). We reverse the enhancement based on a special skill, U.S.S.G. § 3B1.3.
I
In the early 1990s, Gormley owned a strip mall and convenience store, and he operated a tаx preparation business out of the store. Gormley is not an accountant and has no special training in the area of tax preparation. In 1993, Gormley began soliciting customers for MDP Quick Tax (MDP), a business that filed electronic tax returns with the Internal Revenue Service (IRS). MDP was оwned by Michael Pa-hutski, a tax preparer and bookkeeper.
*293 MDP Quick Tax was in the “rapid refund” business. In order to obtain a rapid refund, a taxpayer brought his or her tax information to an agent of MDP. Pahutski then prepared a return based on this information and filed the return eleсtronically with the IRS. Through an arrangement with a bank, the taxpayer was then issued a check in the amount of the anticipated refund less fees charged by MDP and the bank. In return, the taxpayer assigned to MDP the actual refund check from the IRS. In order to establish the business, Pahutski obtained sрecial authorization from the IRS to file returns electronically.
Gormley solicited customers for MDP and interviewed them to obtain the necessary information to file a return. He then forwarded a completed information sheet, the taxpayer’s W-2 forms, and other supporting documentation to Pahutski, who used the materials to prepare the return for electronic filing. MDP paid Gormley a commission for every client he brought in, and he was one of several people in the community soliciting business for MDP.
An IRS investigation revealed that a number of the returns electronically filed by MDP contained claims for nonexistent or non-qualifying dependents, falsified wage and income information, and fraudulent tax credit claims. The effect of these false claims was to increase the amount of the refund beyond that which the taxpаyer was actually owed. The evidence presented at trial indicated that Gormley provided the false information used in some of the returns and conspired to do so with Pahut-ski and other agents of MDP and that they kept the fraudulently produced portion of the refunds for themselves.
Pahutski and two other individuals who solicited business for MDP pled guilty and testified for the government at Gormley’s trial. A number of taxpayers that Gorm-ley had recruited for MDP also testified for the government. Gormley did not testify at trial and did not call any witnesses on his behalf.
After the trial and before sentеncing, the probation officer charged with preparing the presentence report (PSR) interviewed Gormley. In the PSR, the probation officer summarized a statement Gormley made during the interview:
During the interview with the United States Probation Officer, conducted on 6/17/96, the defendant reported that he was unaware that any of the information that he had obtained and subsequently recorded on individual tax returns was false. Mr. Gormley states that he would prepare the information sheets for the taxpayers, recording the information given to him by the individuals filing the returns. He denies listing false dependents, claiming false child care exemptions, or altering filing status, on behalf of clients of MDP Quick tax, in order to obtain higher, fraudulent tax refunds from the IRS. Mr. Gormley further reports that the individual taxpayers were knowledgeable of tax procedures, and fully aware that the above-mentioned practices would result in their receiving larger refunds. He states that he only recorded the information provided to him, and did not question the validity of the data that he obtained. Based on his belief that the information being provided to him by the taxpayers was genuine, his only role being preparation of the tax returns, Mr. Gormley states that he did not view himself as being culpable in criminal activities.
J.A. 294-95.
II
Gormley challenges two upward adjustments to the offense level the trial court imposed at sentencing. He first contends that his statements tо the probation officer did not warrant a two-level obstruction of justice enhancement under U.S.S.G. § 3C1.1. He also contends that he did not possess a special skill warranting a two-level enhancement under U.S.S.G. § 3B1.3.
Appellate courts are required to give due deferencе to the district courts’
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application of the sentencing guidelines. 18 U.S.C.A. § 3742(e) (West Supp.1999). “If the issue turns primarily on a factual determination, an appellate court should apply the ‘clearly erroneous’ standard.”
United States v. Daughtrey,
Ill
The Sentencing Guidelines provide: “If the defendant willfully obstructed or impeded, or attempted to obstruct or impede, the administration of justice during the investigation, prosecution, or sentencing of the instant offense, increase the offense level by 2 levels.” U.S.S.G. § 3C1.1. The commentary to that section instructs that a “defendant’s denial of guilt (other than a denial of guilt under oath that constitutes perjury) [or] refusal to admit guilt or provide information to a probation officer ... is not a basis for application of this provision.” U.S.S.G. § 3C1.1 app1. note 1. The Second Circuit has stated that, when applying the denial of guilt exception, “[t]here is no principled basis for distinguishing between laconic noes and the same lies expressed in full sentences.”.
United States v.
Johns,
In this case, even evaluating the statemеnts in the light most favorable to the defendant,
see
U.S.S.G. § 3C1.1 appl. note 1, Gormley went beyond merely denying his guilt and implicated his taxpayer clients in the scheme to defraud the IRS. Gormley therefore cannot avail himself of the denial of guilt exception.
Cf. United States v. Surasky,
In order to apply the obstruction of justice enhancement, the district court must find that a defendant “ ‘consciously actеd with the purpose of obstructing justice.’ ”
United States v. Romulus,
Gormley contends that he did not act with the intent to deceive, but that he made his statement to the prоbation officer during a very emotional time, in the hours after the jury returned its verdict convicting him.
The record reflects, however, that Gormley was convicted on May 22, 1996, and he made the statement to the probation officer on June 17,1996. His explanation is therefore unavailing. The district court found that Gormley’s false statements were an attempt to obstruct justice and stated: “I am aware of the falsity of the statements based upon the evidence that I heard at trial....” J.A. 268. Because no other explanation is clear from the record, the conclusion of the district court that Gormley acted willfully was not clearly erroneous.
A false statement to a probation officer only gives rise to an obstruction of justice enhancement if it is material. U.S.S.G. § 3C1.1 appl. note 3(h). The Sentencing Guidelines commentary explains: “‘Material’ evidence, fact, statement, or information, as used in this section, means evidence, fact, statement, or information that, if believed, would tend to influence or affect the issue under determination.” U.S.S.G. § 3C1.1 appl. note 5.
Gormley argues that his statement to the probation оfficer, even if false, was not material because it had no effect on the proceedings.
The threshold for materiality, however, is “conspicuously low.”
United States v. Dedeker,
In upholding the enhancement of Gorm-ley’s sentence for obstruction of justice, we note a difference with the Eleventh Circuit case of
United States v. Gardiner,
IV
The Sentencing Guidelines provide: “If the defendant ... used a special skill in a manner that significantly facilitated the commission or concealment of the offense, increase [the offense level] by 2 levels.” U.S.S.G § 3B1.3. The commentary to the guideline explains that “ ‘[special skill’ refers to a skill not possessed by members of the general public and usually requiring substantial education, training or licensing. Examples would include pilots, lawyers, doctors, accountants, chemists, and demolition experts.” U.S.S.G. § 3B1.3 app1. note 2. Because the determination of whether a defendant possessed a special skill that facilitated the commission of the offense is ordinarily factual, the court reviews the findings of the district court to determine if they are clearly erroneous.
United States v. Hummer,
In making its ruling on the special skill enhancement, the district court stated:
[N]ot only did Mr. Gormley engage in some special skills but he also availed himself of the services of others who were co-conspirators to hаndle the actual preparation of these returns, and the evidence is replete in that, so I do find again as with this that there was a special skill involved.
J.A. 266. One of Gormley’s coconspira-tors, Pahutski, was specially authorized by the IRS to file tax returns and obtain refunds electronically. Because “role in the offense” adjustments, such as the special skill enhancement, are based on a defendant’s status, they “may not be based on a coconspirator’s actions, but must instead result from an individualized determination of each defendant’s culpability.”
United States v. Moore,
In the original presentence report, the probation officer did not propose an enhancement for a special skill. At the behest of the government, however, the probation officer recommended the enhancement, observing that Gormley had been in the tax preparation business for several years and making the conclusory statement that Gormley’s “knowledge of tax matters would qualify as a ‘special skill’ that the general public, by and large does not possess.” J.A. 310. The district court adopted the findings of the presentence report but made no further statement regarding Gormley’s personal possession of a special skill
The record reflects that Gormley did not have any formal training in the
*296
areas of tax preparation or accounting but that he had operated a tax preparation business as a sideline for several years. While a special skill “usually re-quir[es] substantial education, training or licensing,” U.S.S.G. § 3B1.3 appl. note 2, “substantial training is not a mandatory prerequisite to making a special skills adjustment.”
Hummer,
Gormley only had experience in tax preparation, a skill that millions of Americans exercise every year. His role in the offenses was to gather information from clients and to fabricate dependents, income information, filing status, and tax credit claims. These are not skills that one normally obtains through “substantial training,” nor are they on par with the special skills possessed by “pilots, lawyers, doctors, accountants, chemists, and demolition experts.” U.S.S.G. § 3B1.3 appl. note 2.
The district court inappropriately considered the skills possessed by Gormley’s coconspirators. It also erred in its interpretation of the guidelines by concluding that tax preparation as practiced by Gorm-ley is a special skill. We reverse this aspect of the case. Gormley did not possess a special skill within the meaning of U.S.S.G. § 3B1.3.
V
We vacate Gormley’s sentence and remand for resentencing by eliminating the enhancement for the use of a special skill.
VACATED AND REMANDED
