PER CURIAM:
Veronica Okon (“Okon”) appeals a magistrate judge’s grant of summary judgment in favor of the Harris County Hospital District (the “District”) on Okon’s 42 U.S.C. § 1983 claim alleging that the District’s decision to terminate her employment was motivated by racial discrimination. Because we agree with the magistrate judge that Okon did not raise a genuine issue of material fact as to whether the District had a policy or custom of racial discrimination, we AFFIRM.
I. FACTS AND PROCEDURAL HISTORY
Okon, an African American female, became a full-time pharmacist with the District in March 1997. She was terminated on August 19, 2005, allegedly pursuant to a Reduction-in-Force policy (“RIF”)
promulgated by the District’s Board of Managers (“Board”).
The RIF provided a specific hierarchy for the reduction of employees. First to be terminated were all pending new hires or new transfers, followed by contract or agency staff. The third group subject to termination included employees on entry or performance probation. The fourth group consisted of employees who had received at least two formal disciplinary actions within the previous 365 days.
The final group included employees with the lowest department-specific grid scores.
In the event that two or more employees had the same grid score, the policy provided that length of service determined retention preference. According to the policy, each department had to submit a reduction plan, including an assessment of how particular positions and/or individuals were identified as those to be reduced.
Okon filed suit against the District in February 2009, alleging that the District deviated from its neutral RIF and terminated her because of her race. Because Okon waited almost four years after her termination to file suit against the District, she could not assert a claim under Title VII, 42 U.S.C. § 2000e, which has a two-year statute of limitations. Instead, she brought her claim under 42 U.S.C. § 1981, which has a four-year statute of limitations. The parties consented to have a magistrate judge conduct all proceedings.
See
28 U.S.C. § 636(c). The judge allowed Okon to amend her complaint to add a claim under 42 U.S.C. § 1983, as a local government cannot be held liable for employment decisions unless the plaintiff satisfies the “custom or policy” test fashioned for suits against a municipality under § 1983.
Evans v. City of Houston,
246 F.3d 344, 358 (5th Cir.2001).
In support of her case, Okon alleged that three other similarly-situated employees—all of whom were outside her protected class—remained employed, even though they had less experience or were less qualified. Okon believed that the decision to terminate her was based on factors outside of those outlined in the RIF, including her failure to pass a skills test administered by the pharmacy department. Okon’s immediate supervisor stated in his deposition that the reductions in the pharmacy department did not conform to his understanding of the RIF, and those decisions were made without his input by individuals
higher up in management. Of the sixteen terminated in the pharmacy division, eleven were African American.
After discovery, the District filed a motion for summary judgment, alleging that Okon had failed to establish a prima facie case of racial discrimination and that she had not created a genuine issue of material fact as to the District’s liability under § 1983. The magistrate judge found that Okon had established a fact issue as to whether a violation of § 1981 occurred.
Specifically, Okon provided sufficient evidence that: she was a member of a protected group; she suffered an adverse employment action; she was qualified for her position; and another similarly-situated employee who was not a member of her protected class remained in a similar position. The magistrate judge ended the
McDonnell Douglas
analysis after finding that the District had not provided a legitimate, nondiscriminatory reason for its apparent deviation from the RIF when it fired Okon instead of another similarly-situated employee.
See McDonnell Douglas Corp. v. Green,
411 U.S. 792, 802-04, 93 S.Ct. 1817, 36 L.Ed.2d 668 (1973). However, because Okon failed to raise a genuine issue of material fact as to the District’s § 1983 liability, the magistrate judge granted the District’s motion for summary judgment. Okon timely appealed.
II. STANDARD OF REVIEW
We review a grant of summary judgment
de novo,
applying the same standard as the district court.
Gelin v. Hous. Auth. of New Orleans,
456 F.3d 525, 527 (5th Cir.2006);
accord Madison v. Parker,
104 F.3d 765, 767 (5th Cir.1997) (“We review a judgment rendered by a magistrate judge just as we do a judgment rendered by a district judge.”). Summary judgment is appropriate if the moving party can show that “there is no genuine dispute as to any material fact and the movant is entitled to judgment as a matter of law.” Fed. R.Civ.P. 56(a). “A factual dispute is ‘genuine’ where a reasonable party would return a verdict for the non-moving party.”
Chiu v. Plano Indep. Sch. Dist.,
339 F.3d 273, 282 (5th Cir.2003) (citation omitted). In considering a summary judgment motion, we view the evidence in the light most favorable to the non-moving party.
United Fire & Cas. Co. v. Hixson Bros., Inc.,
453 F.3d 283, 285 (5th Cir.2006). However, “Unsubstantiated assertions, improbable inferences, and unsupported speculation are not sufficient to defeat a motion for summary judgment.”
Brown v. City of Houston,
337 F.3d 539, 541 (5th Cir.2003).
III. DISCUSSION
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PER CURIAM:
Veronica Okon (“Okon”) appeals a magistrate judge’s grant of summary judgment in favor of the Harris County Hospital District (the “District”) on Okon’s 42 U.S.C. § 1983 claim alleging that the District’s decision to terminate her employment was motivated by racial discrimination. Because we agree with the magistrate judge that Okon did not raise a genuine issue of material fact as to whether the District had a policy or custom of racial discrimination, we AFFIRM.
I. FACTS AND PROCEDURAL HISTORY
Okon, an African American female, became a full-time pharmacist with the District in March 1997. She was terminated on August 19, 2005, allegedly pursuant to a Reduction-in-Force policy (“RIF”)
promulgated by the District’s Board of Managers (“Board”).
The RIF provided a specific hierarchy for the reduction of employees. First to be terminated were all pending new hires or new transfers, followed by contract or agency staff. The third group subject to termination included employees on entry or performance probation. The fourth group consisted of employees who had received at least two formal disciplinary actions within the previous 365 days.
The final group included employees with the lowest department-specific grid scores.
In the event that two or more employees had the same grid score, the policy provided that length of service determined retention preference. According to the policy, each department had to submit a reduction plan, including an assessment of how particular positions and/or individuals were identified as those to be reduced.
Okon filed suit against the District in February 2009, alleging that the District deviated from its neutral RIF and terminated her because of her race. Because Okon waited almost four years after her termination to file suit against the District, she could not assert a claim under Title VII, 42 U.S.C. § 2000e, which has a two-year statute of limitations. Instead, she brought her claim under 42 U.S.C. § 1981, which has a four-year statute of limitations. The parties consented to have a magistrate judge conduct all proceedings.
See
28 U.S.C. § 636(c). The judge allowed Okon to amend her complaint to add a claim under 42 U.S.C. § 1983, as a local government cannot be held liable for employment decisions unless the plaintiff satisfies the “custom or policy” test fashioned for suits against a municipality under § 1983.
Evans v. City of Houston,
246 F.3d 344, 358 (5th Cir.2001).
In support of her case, Okon alleged that three other similarly-situated employees—all of whom were outside her protected class—remained employed, even though they had less experience or were less qualified. Okon believed that the decision to terminate her was based on factors outside of those outlined in the RIF, including her failure to pass a skills test administered by the pharmacy department. Okon’s immediate supervisor stated in his deposition that the reductions in the pharmacy department did not conform to his understanding of the RIF, and those decisions were made without his input by individuals
higher up in management. Of the sixteen terminated in the pharmacy division, eleven were African American.
After discovery, the District filed a motion for summary judgment, alleging that Okon had failed to establish a prima facie case of racial discrimination and that she had not created a genuine issue of material fact as to the District’s liability under § 1983. The magistrate judge found that Okon had established a fact issue as to whether a violation of § 1981 occurred.
Specifically, Okon provided sufficient evidence that: she was a member of a protected group; she suffered an adverse employment action; she was qualified for her position; and another similarly-situated employee who was not a member of her protected class remained in a similar position. The magistrate judge ended the
McDonnell Douglas
analysis after finding that the District had not provided a legitimate, nondiscriminatory reason for its apparent deviation from the RIF when it fired Okon instead of another similarly-situated employee.
See McDonnell Douglas Corp. v. Green,
411 U.S. 792, 802-04, 93 S.Ct. 1817, 36 L.Ed.2d 668 (1973). However, because Okon failed to raise a genuine issue of material fact as to the District’s § 1983 liability, the magistrate judge granted the District’s motion for summary judgment. Okon timely appealed.
II. STANDARD OF REVIEW
We review a grant of summary judgment
de novo,
applying the same standard as the district court.
Gelin v. Hous. Auth. of New Orleans,
456 F.3d 525, 527 (5th Cir.2006);
accord Madison v. Parker,
104 F.3d 765, 767 (5th Cir.1997) (“We review a judgment rendered by a magistrate judge just as we do a judgment rendered by a district judge.”). Summary judgment is appropriate if the moving party can show that “there is no genuine dispute as to any material fact and the movant is entitled to judgment as a matter of law.” Fed. R.Civ.P. 56(a). “A factual dispute is ‘genuine’ where a reasonable party would return a verdict for the non-moving party.”
Chiu v. Plano Indep. Sch. Dist.,
339 F.3d 273, 282 (5th Cir.2003) (citation omitted). In considering a summary judgment motion, we view the evidence in the light most favorable to the non-moving party.
United Fire & Cas. Co. v. Hixson Bros., Inc.,
453 F.3d 283, 285 (5th Cir.2006). However, “Unsubstantiated assertions, improbable inferences, and unsupported speculation are not sufficient to defeat a motion for summary judgment.”
Brown v. City of Houston,
337 F.3d 539, 541 (5th Cir.2003).
III. DISCUSSION
We focus here on the only issue briefed by the parties—whether Okon presented evidence sufficient to raise a genuine issue of material fact as to the District’s liability under § 1983.
To establish municipal liability under § 1983, Okon must show that the District had a policy or custom that caused her constitutional deprivation.
World Wide Street Preachers Fellowship v. Town of Columbia,
591 F.3d 747, 752 (5th Cir.2009).
Respondeat superior
liability does not exist in § 1983 actions.
Id.
at 752-53. Rather, Okon must demonstrate that (1) the municipality had a policy or custom, of which (2) a policymaker can be charged with actual or constructive knowledge, and (3) a constitutional violation was the “moving force” behind the policy or custom.
Id.
We have defined an official policy for purposes of § 1983 liability as “ ‘[a] policy statement, ordinance, regulation or decision that is officially adopted and promulgated by the municipality’s lawmaking officers or by an official to whom the lawmakers have delegated policy-making authority.’ ”
Bennett v. City of Slidell,
735 F.2d 861, 862 (5th Cir.1984) (en banc) (per curiam). Thus, “[w]hen the person who committed the challenged act is in charge of policymaking in that part of the government, ‘policy’ can sometimes be found to have been established by the very act itself.”
Hampton Co. Nat’l Sur. LLC v. Tunica Cnty.,
543 F.3d 221, 227 (5th Cir.2008). In such cases, “[t]he act must be by a final decisionmaker who also is a policymaker, unconstrained by policies imposed from a higher authority.”
Id.
Our task “is to ‘identify those officials or governmental bodies who speak with final policymaking authority for the local governmental actor concerning the action alleged to have caused the particular constitutional or statutory violation at issue.’ ”
Gelin,
456 F.3d at 527 (quoting
McMillian v. Monroe Cnty.,
520 U.S. 781, 784-85, 117 S.Ct. 1734, 138 L.Ed.2d 1 (1997) (citation omitted)). The identification of officials who act as policymakers is a question of state law.
Id.
Alternatively, a policy may consist of a “persistent, widespread practice of city officials or employees, which, although not authorized by officially adopted and promulgated policy, is so common and well settled as to constitute a custom that fairly represents municipal policy.”
Bennett,
735 F.2d at 862;
see also Zarnow v. City of Wichita Falls,
614 F.3d 161, 169 (5th Cir.2010) (“A pattern of conduct is necessary only where the municipal actors are
not
policymakers.”),
cert. filed,
No. 10-1036 (U.S. Feb. 14, 2011). Either the governing body of the municipality or an official to whom that body has delegated policy-making authority must have actual or constructive knowledge of such a custom.
Bennett,
735 F.2d at 862. “Actual knowledge may by shown by such means as discussions at council meetings or receipt of written information.”
Bennett v. City of Slidell,
728 F.2d 762, 768 (5th Cir.1984) (en banc). Constructive knowledge “may be attributed to the governing body on the ground that it would have known of the violations if it had properly exercised its responsibilities, as, for example, where the violations were so persistent and widespread that they were the subject of prolonged public discussion or of a high degree of publicity.”
Id.
The causation prong of municipal liability requires a plaintiff to “show that the municipal action was taken with the requi
site degree of culpability and must demonstrate a direct causal link between the municipal action and the deprivation of federal rights.”
Bd. of the Cnty. Comm’rs v. Brown,
520 U.S. 397, 404, 117 S.Ct. 1382, 137 L.Ed.2d 626 (1997). “[P]roof that a municipality’s legislative body or authorized decisionmaker has intentionally deprived a plaintiff of a federally protected right necessarily establishes” the municipality’s culpability and causation.
Id.
at 405, 117 S.Ct. 1382. However, where a plaintiff claims not that the municipality directly inflicted the injury, but caused an employee to do so, “rigorous standards of culpability and causation must be applied to ensure that the municipality is not held liable solely for the actions of its employee.”
Id.
Turning to Okon’s case, Okon has not presented evidence of a widespread or persistent practice by the District or its employees of basing termination decisions on race. Although Okon alleges that the RIF affected multiple employees, she has not produced evidence that the RIF was repeatedly deviated from so as to discriminate against employees over a time span sufficient to support the existence of a custom for which the District may be held liable.
See Pineda v. City of Houston,
291 F.3d 325, 329 (5th Cir.2002) (“[Ojne act is not itself a custom.”).
Okon argues that the District’s liability stems from the actions of the Board itself in allegedly approving a deviation from the RIF. Both parties agree that the Board is the District’s official policymaker on employment policy.
Yet, Okon does not allege that the Board members themselves harbored racial animus and thus singled out Okon for termination. Although Okon asserts that the Administrative Director of the Pharmacy Department, or, more generally, “upper management” manipulated the RIF to discriminate against her, Okon does not argue that the Board delegated its policy-making authority to any particular subordinate.
Further, Okon has not created a fact issue as to whether the District may be liable under a ratification theory, as she has not shown that the Board had actual or constructive knowledge of and approved any alleged racial animus underlying the decision to terminate her.
Although the
RIF required that each department’s reduction plan include reasons for why each individual or position was selected for termination, the evidence Okon presented does not raise a fact issue as to whether the Board was in fact aware of any alleged racial animus towards Okon. Okon has not shown that the Board received prior notice of racial discrimination committed by subordinates or that the Board was alerted to the basis for the decision to terminate Okon during any purported review of the pharmacy department’s plan.
See Beattie,
254 F.3d at 604 (noting the “rubber stamp” exception to the actual knowledge requirement, but stating the general rule that “[w]ithout a showing that the board had actual knowledge of the alleged improper basis of [a supervisor’s] recommendation, the board cannot be liable for the alleged retaliation”);
see also Harris v. Victoria Indep. Sch. Dist.,
168 F.3d 216, 225 (5th Cir.1999) (reversing a grant of summary judgment after finding that the Board of Trustees acquired actual knowledge of the illegal basis underlying the decision to transfer the plaintiff; therefore, the Board’s action affirming that decisión could fairly represent official policy);
Milam v. City of San Antonio,
113 Fed. Appx. 622, 625 n. 3 & 626 (5th Cir.2004) (unpublished) (noting that if a policymaker approved a decision to transfer an employee
knowing
of the supervisor’s retaliatory motive for doing so, the governmental entity could be liable; however, if the policymaker lacked awareness of the basis for that decision, the policymaker had not ratified it and could not be held liable).
While this case was on appeal, the Supreme Court’s decided
Staub v. Proctor Hospital,
- U.S. -, 131 S.Ct. 1186, 179 L.Ed.2d 144 (2011).
Staub
fleshed out the “cat’s paw” theory of liability, holding that a decisionmaker’s exercise of judgment is not always a superseding cause of an adverse employment action if: (1) a subordinate acts with illegal animus intending to cause the adverse action; and (2) the subordinate’s acts were a proximate cause of the adverse action.
Id.
Prior to
Staub,
our court had recognized this “rubber stamp” or “cat’s paw” exception, which allows for imputation of the tainted motives of a subordinate to the policymaker if the policymaker accepted the subordinate’s
recommendations without evaluation.
See Rios v. Rossotti, 252
F.3d 375, 381-82 (5th Cir.2001);
Beattie v. Madison Cnty. Sch. Dist.,
254 F.3d 595, 604 n. 14 (5th Cir.2001).
Although Okon asserts that the Board approved the decisions of its subordinates, she has not argued that the Board merely rubber-stamped those personnel decisions. Because Okon failed to present any evidence or argument to support a “cat’s paw” theory of liability, we do not express an opinion on such claims under § 1983 in light of
Staub. See Beattie,
254 F.3d at 604 n. 14 (declining to address the exception because, although the plaintiff suggested that a school board “rubber stamped” an employment decision, the employee presented no evidence to support that assertion);
see also Brown v. N. Panola Sch. Dist.,
No. 10-60685, 420 Fed. Appx. 399, 400, 2011 WL 1207673, at *1, 2011 U.S.App. LEXIS 6779, at *2 (5th Cir. Mar. 31, 2011) (expressing no view on the legal standard applicable to cat’s paw claims under § 1983 after
sua sponte
examining Staub).
Finally, we turn to Okon’s “failure to train” argument as an alternative route to impose liability on the District. We requested supplemental briefing from the parties on the Supreme Court’s recent decision in
Connick v. Thompson,
- U.S. -, 131 S.Ct. 1350, 179 L.Ed.2d 417 (2011). Review of the supplemental briefing confirms that
Connick
essentially forecloses Okon’s argument that the District may be liable under a “failure to train” theory based on a one-time deviation from the neutral RIF.
See id.
(holding that a district attorney’s office may not be held liable under § 1983 for failure to train based on a single
Brady
violation). While a municipality’s failure to train its employees can give rise to § 1983 liability in certain circumstances, the inadequacy of the training must amount to “deliberate indifference to the rights of a person with whom the [employees] come into contact.”
World Wide Street Preachers Fellowship,
591 F.3d at 756 (quoting
City of Canton,
489 U.S. at 388, 109 S.Ct. 1197). Okon has not provided evidence of a pattern of violations and has not created a fact issue as to the obvious inadequacy of the District’s training policies or that such inadequacy was likely to result in a constitutional violation.
See Goodman v. Harris Cnty.,
571 F.3d 388, 395 (5th Cir.2009) (“To establish deliberate indifference, ‘a plaintiff must usually demonstrate a pattern of violations and that the inadequacy of the training is obvious and obviously likely to result in a constitutional violation.’ ” (quoting
Cousin v. Small,
325 F.3d 627, 637 (5th Cir.2003) (per curiam) (internal quotation omitted))),
cert. denied,
- U.S. -, 130 S.Ct. 1146, 175 L.Ed.2d 973 (2010).
In sum, Okon has not produced sufficient evidence to create a genuine issue of material fact as to whether the District had a custom or policy that served as a motivating force behind Okon’s alleged constitutional deprivation. We therefore AFFIRM summary judgment for the District.