Affirmed by published opinion. Judge WILLIAMS wrote the opinion, in which Judge NIEMEYER and Judge TRAXLER joined.
OPINION
John Bradford first filed for arbitration and later filed suit in the United States District Court for the Eastern District of North Carolina against Rockwell Semicon *551 ductor Systems, 1 alleging that Rockwell discriminated against him on the basis of his age in discharging him from employment. The district court granted Rockwell’s motion for summary judgment and enforced the mandatory arbitration provision in Bradford’s employment agreement, notwithstanding a fee-splitting provision that required Bradford to pay half of the arbitrator’s fees and costs. Bradford argues on appeal that the fee-splitting provision renders the arbitration agreement unenforceable because the prohibitive costs of arbitration have prevented him from vindicating his statutory rights in the arbi-tral forum. Because Bradford has failed to show that the costs of arbitration were prohibitive or that he was deterred from pursuing his statutory rights, we affirm.
I.
Bradford was employed by the Brook-tree Corporation, which was acquired by Rockwell. Rockwell offered him continued employment and sent him a “Mutual Agreement to Arbitrate Claims.” (J.A. at 68-71.) The agreement provided that
Except as otherwise provided in this Agreement, the Company and the Employee hereby consent to the resolution by arbitration of the following claims or controversies for which a court otherwise would be authorized by law to grant relief.... The Claims covered by this Agreement include, but are not limited to, claims for wages or other compensation due; claims for breach of any contract or covenant, express or implied, tort claims; claims for discrimination, including but not limited to discrimination based on race, sex, religion, national origin, age, marital status, handicap, disability or medical condition, claims for benefits, ... and claims for violation of any federal, state or other governmental constitution, statute, ordinance or regulation.
(J.A. at 39.) The “Arbitration Procedures,” which were attached to and referenced by the arbitration provision, provided that
To ensure that the Arbitrator is not biased in any way in favor of one party because that party is paying all or most of the Arbitration fees and costs, the parties shall share equally the fees and costs of the Arbitrator. Each party will deposit funds or post other appropriate security for its, his or her share of the Arbitrator’s fee, in an amount and manner determined by the Arbitrator, 10 days before the first day of hearing. Each party shall pay for its own costs and attorney’s fees, if any. However, if any party prevails on a statutory claim which entitles the prevailing party to attorney’s fees, or if there is a written agreement providing for fees, the Arbitrator may award reasonable attorney’s fees to the prevailing party in accordance with such statute or agreement.
(J.A. at 74 (emphasis added).) Bradford signed the agreement. On September 25, 1996, the day before the closing of the Brooktree acquisition, Rockwell informed Bradford that it would not employ him. Believing that his discharge was based upon age discrimination, Bradford filed a charge with the EEOC. On August 13, 1998, Bradford received a right to sue letter from the EEOC.
The procedural history of Bradford’s claims follows two parallel routes because he pursued his claims both in arbitration and then in the district court. On February 12, 1998, Bradford filed a demand for arbitration with the American Arbitration Association (“AAA”), alleging that his termination violated the ADEA, breached his employment contract, and violated the public policy of North Carolina. On May 17 and 18, 1999, Bradford presented witnesses at the arbitration hearing, and on October 20, 1999, the arbitrator ruled against Bradford and dismissed his claims.
On September 23, 1998, while his arbitration was still pending, Bradford filed a *552 complaint in the United States District Court for the Eastern District of North Carolina alleging the same claims as were brought before the arbitrator. On July 30, 1999, the district court granted Rockwell’s motion for summary judgment, concluding that Bradford had failed to meet his burden of demonstrating that the arbitration agreement was unenforceable against him because he had failed to offer any competent evidence that fee splitting would cause him financial hardship. 2 On August 27, 1999, Bradford filed a notice of appeal.
II.
Bradford argues that fee-splitting provisions necessarily render arbitration agreements unenforceable as a matter of law because, by requiring employees to pay part or all of the arbitration costs, such provisions deter employees who have been victims of discrimination from pursuing their rights, thus undermining the remedial and deterrent purposes of the federal anti-discrimination statutes. 3 Although Bradford concedes that he signed the arbitration agreement and that he initiated and received the full benefit of arbitration of his statutory claims, he asserts that we should adopt a per se rule that all arbitration agreements with fee-splitting provisions are unenforceable, irrespective of actual individual deterrence, based upon the overall deterrent effect of such provisions. Bradford also argues that even if he was required to show individual financial hardship and actual deterrence, the district court erred in concluding that he failed to do so. We review the district court’s grant of summary judgment de novo. Austin v. Owens-Brockway Glass Container, Inc., 78 F.3d 875, 877 (4th Cir.1996).
Congress passed the Federal Arbitration Act (FAA), ch. 213, 43 Stat. 883 (1925) (codified as amended at 9 U.S.C. § 1 et seq.), in order to “reverse the longstanding judicial hostility to arbitration agreements that had existed at English common law and had been adopted by American courts, and to place arbitration agreements upon the same footing as other contracts.”
Gilmer v. Interstate/Johnson Lane Corp.,
Federal statutory claims, such as claims under the ADEA, can be subjected to mandatory arbitration agreements.
See Gilmer,
Relying upon
Gilmers,
rationale that statutory claims can be resolved in arbitration because arbitration is an adequate alternative forum to litigation, some courts have concluded that fee-splitting provisions render arbitration agreements unenforceable because the cost of fee splitting deters or prevents employees from vindicating their statutory rights in arbitral forums.
See Paladino v. Avnet Computer Technologies, Inc.,
Other courts, however, have refused to conclude that fee splitting, by itself, necessarily renders an arbitration provision unenforceable.
See Williams v. Cigna Financial Advisors, Inc.,
Notably, although the courts and the parties differ on the extent to which
*554
fee splitting automatically renders an arbitration agreement unenforceable even absent any showing of individual hardship or deterrence, it is undisputed that fee splitting can render an arbitration agreement unenforceable where the arbitration fees and costs are so prohibitive as to effectively deny the employee access to the arbitral forum.
See Green Tree Financial Corp.-Alabama v. Randolph,
— U.S. -,
Bradford relies primarily upon the D.C. Circuit’s decision in
Cole
to argue that a per se rule should apply. In
Cole,
the D.C. Circuit applied a per se rule against fee splitting regardless of individual financial hardship and deterrence, reasoning that “an employee can never be required, as a condition of employment, to pay an arbitrator’s compensation in order to secure the resolution of statutory claims under Title VII (any more than an employee can be made to pay a judge’s salary). If there is any risk that an arbitration agreement can be construed to require this result, this would surely deter the bringing of arbitration and constitute a de facto forfeiture of the employee’s statutory rights.”
Cole,
Under Gilmer, arbitration is supposed to be a reasonable substitute for a judicial forum. Therefore, it would undermine Congress’s intent to prevent employees who are seeking to vindicate statutory rights from gaining access to a judicial forum and then require them to pay for the services of an arbitrator when they would never be required to pay for a judge in court.
There is no doubt that parties appearing in federal court may be required to assume the cost of filing fees and other administrative expenses, so any reasonable costs of this sort that accompany arbitration are not problematic. However, if an employee like Cole is required to pay arbitrators’ fees ranging from $500 to $1,000 per day or more, in addition to administrative and attorney’s fees, is it likely that he will be able to pursue his statutory claims? We think not.... These fees would be prohibitively expensive for an employee like Cole, especially after being fired from his job, and it is unacceptable to require Cole to pay arbitrators’ fees, because such fees are unlike anything that he would have to pay to pursue his statutory claims in court. Arbitration will occur in this case only because it has been mandated by the employer as a condition of employment. Absent this requirement, the employee would be free to pursue his claims in court without having to pay for the services of a judge. In such a circumstance — where arbitration has been imposed by the employer and occurs only at the option of the employer— arbitrators’ fees should be borne solely by the employer.
Id. at 1484-85 (internal citations and footnotes omitted).
Bradford also points to the Tenth Circuit’s decision in Shankle v. B-G Maintenance Mgmt. of Colorado, Inc., 163 F.3d *555 1230 (10th Cir.1999), which relied upon Cole to hold an arbitration agreement unenforceable because of a mandatory fee-splitting provision. The Shankle court stated that
[t]he Agreement ... placed Mr. Shankle between the proverbial rock and a hard place — it prohibited use of the judicial forum, where a litigant is not required to pay for a judge’s services, and the prohibitive cost substantially limited use of the arbitral forum. Essentially, B-G Maintenance required Mr. Shankle to agree to mandatory arbitration as a term of continued employment, yet failed to provide an accessible forum in which he could resolve his statutory rights. Such a result clearly undermines the remedial and deterrent functions of the federal anti-discrimination laws.
Id. at 1235 (internal citations omitted). Notably, although Shankle found that the fee-splitting provision rendered the arbitration agreement unenforceable, it framed its analysis in terms of the complaining party’s actual inability to afford the arbitration costs and fees. See id. at 1234 (“Assuming Mr. Shankle’s arbitration would have lasted an average length of time, he would have had to pay an arbitrator between $1,875 and $5,000 to resolve his claims. Mr. Shankle could not afford such a fee, and it is unlikely other similarly situated employees could either.”).
The courts that have explicitly rejected
Cole’s
per se rule in favor of a case-by-case approach have reasoned that although
Gil-mer
“plainly indicates that an arbitral cost allocation scheme may not be used to prevent effective vindication of federal statutory claims,” it does not require the conclusion that “no part of arbitral forum fees may ever be assessed against federal anti-discrimination claimants.”
Williams,
a party agreeing to arbitrate a federal statutory claim does not forgo the substantive rights afforded by the statute, and that claims under federal statutes are appropriate for arbitration so long as the prospective litigant effectively may vindicate his or her statutory cause of action in the arbitral forum, and the statute will continue to serve both its remedial and deterrent function. Gil-mer, and the cases upon which it relies, make clear that whether a federal statutory claim can be subjected to compulsory arbitration depends upon whether the particular arbitral forum involved provides an adequate substitute for a judicial forum in protecting the particular statutory right at issue.
Williams,
*556
We agree with
Williams
that the crucial inquiry under
Gilmer
is whether the particular’ claimant has an adequate and accessible substitute forum in which to resolve his statutory rights and that
Gilmer
does not call for the conclusion that fee splitting, in all cases, deprives the claimant of such a forum. We believe that the appropriate inquiry is one that evaluates whether the arbitral forum in a particular case is an adequate and accessible substitute to litigation, i.e., a case-by-case analysis that focuses, among other things, upon the claimant’s ability to pay the arbitration fees and costs, the expected cost differential between arbitration and litigation in court, and whether that cost differential is so substantial as to deter the bringing of claims.
See Williams,
Our conclusion that the proper inquiry is a case-by-case analysis rather than a per se rule is bolstered by the Supreme Court’s recent decision in
Green Tree Financial Corp.-Alabama v. Randolph,
— U.S. -,
[t]he record reveals only the arbitration agreement’s silence on the subject, and that fact alone is plainly insufficient to render it unenforceable. The “risk” that Randolph will be saddled with prohibitive costs is too speculative to justify the invalidation of an arbitration agreement. To invalidate the agreement on that basis would undermine the liberal federal policy favoring' arbitration agreements. It would also conflict with our prior holdings that the party resisting arbitration bears the burden of proving that the claims at issue are unsuitable for arbitration.
Id. (internal quotation marks and citations omitted and emphasis added). The Court further stated that “[w]e have held that the party seeking to avoid arbitration bears the burden of establishing that Congress intended to preclude arbitration of the statutory claims at issue. Similarly, we believe that where, as here, a party seeks to invalidate an arbitration agreement on the ground that arbitration would be prohibitively expensive, that party bears the burden of showing the likelihood of incurring such costs. Randolph did not meet that burden.” Id. (internal citations omitted). In other words, the Green Tree Court rejected Randolph’s argument because Randolph could not satisfy her burden of establishing that she was likely to incur prohibitive costs that would deter her from arbitrating her claims. We believe that the Green Tree Court’s focus on each individual claimant’s “burden of proving that the claims at issue are unsuitable for arbitration,” its emphasis on Randolph’s inability to show that she was in fact likely to incur prohibitive costs, and its refusal to nullify the arbitration agreement based upon an abstract and speculative risk that the claimant might, under some circumstances, incur prohibitive costs, is significant. Id. The Green Tree Court’s refusal to accept the speculative risk that a claimant might incur prohibitive costs undermines the rationale of those courts that would impose a per se prohibition against an arbitration provision that might impose prohibitive costs against an individual on the theory that any such risk of prohibitive costs, even if that risk is entirely uncertain, surely deters the bringing of arbitration.
Although Green Tree involved a slightly different fact situation than the present case because it involved an arbitration agreement that remained silent on the issue of costs as opposed to explicitly requiring fee-splitting, we believe that it is nevertheless instructive because it clearly analyzed the issue before it — whether the possibility of fee-splitting precludes a litigant from effectively vindicating her federal statutory rights in the arbitral forum — in terms of the individual litigant and the arbitration agreement before it, rather than in terms of a broad per se rule that would nullify or invalidate an entire category of arbitration provisions. Notably, the Green Tree Court suggested that some showing of individualized prohibitive expense would be necessary to invalidate an arbitration agreement on the ground that fee splitting would be prohibitively expensive, although it did not decide that issue. See id. at 522-23 (“How detailed the showing of prohibitive expense must be before the party seeking arbitration must come forward with contrary evidence is a matter we need not discuss....”). We believe that the Green Tree Court’s focus on Randolph’s individualized costs and, by inference, the individualized deterrent effect arising from those costs, cautions against adopting the broad per se rule sought by Bradford.
III.
Having concluded that a case-by-case inquiry, rather than a per se rule, is
*558
more appropriate for determining the enforceability of an arbitration agreement that contains a fee-splitting provision, we now address whether the district court erred in granting Rockwell’s motion for summary judgment based on a finding that Bradford failed to show any evidence of financial hardship. Reviewing the district court’s grant of summary judgment de novo,
Austin v. Owens-Brockway Glass Container, Inc.,
In the present case, Bradford has offered no evidence that he was unable to pay the $4,470.88 that he was billed by the AAA, or that the fee-splitting provision deterred him from pursuing his statutory claim or would have deterred others similarly situated.
6
See Williams,
cedes that he received a full and fair arbitration hearing that adjudicated his case on the merits, although he ultimately did not prevail before the arbitrator. We, of course, recognize that there are some circumstances under which “the existence of large ax*bitration costs could preclude a litigant such as [Bradford] from effectively vindicating [his] federal statutory rights in the arbitral forum.”
Green Tree,
IV.
In conclusion, we agree with those courts that have applied a case-by-case inquiry as to whether mandatory fee-splitting renders an arbitration agreement unenforceable. We believe that such an approach is particularly appropriate in a situation where, as here, the complaining party not only initiated arbitration, but he also received the full benefit of arbitration proceedings and cannot demonstrate any resulting financial hardship. For these reasons, we affirm the district court’s grant of summary judgment in favor of Rockwell.
AFFIRMED.
Notes
. Rockwell is now known as Conextant Systems.
. The district court assumed for the purpose of its analysis that a proper showing of financial hardship could render an arbitration agreement unenforceable.
. Bradford does not argue that the arbitration agreement is unenforceable in any other respect.
. We have not addressed this specific issue in a published opinion. Rockwell, however, points to our decision in
EEOC v. Waffle House,
. The cost of arbitration, as far as its deterrent effect, cannot be measured in a vacuum or premised upon a claimant’s abstract contention that arbitration costs are "too high.” Rather, an appropriate case-by-case inquiry must focus upon a claimant's expected or actual arbitration costs and his ability to pay those costs, measured against a baseline of the claimant's expected costs for litigation and his ability to pay those costs. Another factor to consider in the cost-differential analysis is whether the arbitration agreement provides for fee-shifting, including the ability to shift forum fees based upon the inability to pay. We note that parties to litigation in court often face costs that are not typically found in arbitration, such as the cost of longer proceedings and more complicated appeals on the merits.
See Rosenberg v. Merrill Lynch, Pierce, Fenner & Smith, Inc., 170
F.3d 1, 16 (1st Cir.1999) (concluding that the mere possibility that the claimant would have to pay up to tens of thousands of dollars in forum fees did not warrant nullifying arbitration agreement in part because "arbitration is often far more affordable to plaintiffs and defendants alike than is pursuing a claim in court”);
cf. Gilmer v. Interstate/Johnson Lane Corp.,
. Bradford argued before the district court that he filed for arbitration "despite the financial hardship and his preference for a judicial forum,” (J.A. at 61), and that "[t]he deterrent effect of these costs is evident in the fact that [he] waited until February 12, 1998 to file his demand for arbitration.” (J.A. at 64.) Bradford also argued that arbitration costs would be $800 per day, along with a $2,000 deposit with the AAA as security for his portion of the costs. Bradford, however, has failed to offer any evidence of the expected cost of litigation or that he suffered any hardship as a result of the arbitration agreement, except for the conclusory assertions that he preferred federal court over arbitration and that "arbitration would be significantly more expensive than the costs in federal court.” (J.A. at 60.) We note that Bradford was earning $115,000 in base salary at the time of his discharge and, in addition, he had "consistently earned sales incentives averaging $53,000 per year for the past three years” prior to his discharge. (J.A. at 44.) We also note that the fee-splitting provision permits the prevailing party to recover attorney’s fees where provided by statute or written agreement, although it is unclear whether the agreement permits the arbitrator to award arbitrator’s costs and forum fees to the prevailing party.
. It therefore makes sense that the individual who claims to be financially burdened by the fee-splitting provision should raise his objections to the fee-splitting arrangement, including a specific forecast of his expected costs and his expected financial burden, prior to the beginning of arbitration. Here, however, Bradford demanded arbitration first, and then, almost six months later, filed his complaint in district court. Although the complaint mentioned the existence of the agreement to arbitrate, it did not seek to invalidate the agreement or question the validity of the fee-splitting provision. In fact, Bradford raised the issue for the first time in his response to Rockwell’s motion to dismiss the complaint — a response that was filed
after
Bradford presented witnesses in support of his claim at the arbitration hearing, but before a decision had been rendered. Under these circumstances, it is clear that the fee-splitting provision in fact did not deter Bradford from pursuing his rights. Therefore, even if we accepted Bradford’s unsupported
*559
assertion that the cost of fee splitting in this case was unduly burdensome, we believe that he would not be entitled to another chance to litigate the same claims, but instead would be entitled to, at most, a refund of the excess fees that he paid.
Cf. Green Tree Financial Corp.-Alabama v. Randolph,
— U.S. -,
