OPINION
SMITH, Circuit Judge.
This case comes to us on appeal from the District Court’s grant of Appellees’ motion to dismiss Appellant’s First Amendment retaliation claim.
The District Court adopted the magistrate judge’s report and recommendation in its entirety, which held that Appellant’s speech was not private citizen speech, and thus not entitled to First Amendment protection. In the alternative, the report and recommendation held that Appellant failed to establish a causal connection between his speech and the termination of his employment. For the reasons stated below, we will affirm on causation grounds.
I.
.
Appellant David Scrip worked as a probation officer in the Washington County Juvenile Probation Department for 25 years. He claims that Appellee Daniel Clements, his superior and the Chief Probation Officer of Washington County, was having an intimate relationship with an employee of Abraxas, a placement facility for juvenile offenders. As the relationship progressed, Clements began to pressure his subordinates, including Scrip, to recommend placement of juveniles into Abraxas even when such recommendations were not proper for the children in question. The probation officers reluctantly made the recommendations, which the Juvenile Master and Judge “unwittingly approved.” Appellee Thomas Jess, the Director of Probation Services and Deputy
Court Administrator of Washington County, was allegedly aware of this conflict of interest but was nonetheless supportive of Clements’ actions.
Troubled by this arrangement, Scrip sent an anonymous letter on an unknown date complaining of this conduct to Appel-lee Debbie O’Dell Seneca, then the President Judge of the Court of Common Pleas of Washington County. The letter states that it was also sent to
PA Supreme Court Chief Justice Ronald Castile [sic], Federal Attorney General [sic] for Western District of Pennsylvania David Hickton, PA Attorney General Linda Kelly, JCJC Executive Director Jim Anderson, Honorable Arthur Grimm, Senior Judge, Berks County, Judge Janet Moshetta Bell, Juvenile Master Dennis Paluso, Deputy Court Administrator Timothy McCullough and Probation Union President Kelly Boyd.
JAVol. II at 27.
The letter detailed the inappropriate relationship between Clements and the Abraxas employee and said that it was sent on behalf of all juvenile probation officers who, in bringing this behavior to Seneca’s attention, were acting pursuant to the Code of Conduct for Employees of the Unified Justice System. The letter further claimed that as a result of the pressure to recommend placement in Abraxas, overall placement in Abraxas increased over the preceding three years. The relationship also apparently led to growing resentment within the office, with Clements becoming “unglued” and creating a hostile work environment.
As a result of this letter, the Administrative Office of the Pennsylvania Courts appointed James Rieland to investigate the allegations raised therein. Scrip sent Rie-land a second, signed letter dated July 30, 2012, giving him an update on “recent developments.” In August of 2012, Seneca told the juvenile probation staff that Rie-land’s investigation revealed no improper conduct. The complaint alleges that Rie-land leaked Appellant’s name to the Appel-lees, who in turn retaliated against him. Specifically, Scrip claims that, as a result of missing a telephone call while on duty, he was subjected to “disparate treatment” in August of 2012 and that he was also somehow disciplined on two occasions for committing perjury, which he says he did not commit. The dates of the discipline for committing perjury are not given in the complaint. The retaliation culminated in Scrip’s termination on February 18, 2014. Scrip filed suit. After the District Court adopted the magistrate judge’s report and recommendation and granted the motion to dismiss, this timely appeal followed.
II.
Our review of a motion to dismiss is plenary, and we must accept as true all well-pled factual allegations and view them in the light most favorable to the plaintiff.
Santomenno ex rel. John Hancock Trust v. John Hancock Life Ins. Co. (U.S.A.),
677 F.3d 178, 182 (3d Cir. 2012). When evaluating a motion to dismiss, we are not limited to the complaint, and we may also review any attached documents that the complaint is based upon: here the two letters.
Miller v. Clinton Cty.,
544 F.3d 542, 550 (3d Cir. 2008).
“To establish a- First Amendment retaliation claim, a public employee must show that (1) his speech is protected by the First Amendment and (2) the speech was a substantial or motivating factor in the alleged retaliatory action, which, if both are
proved, shifts the burden to the employer to prove that (3) the same action would have been taken even if the speech had not occurred.”
Dougherty v. Sch. Dist. of Phila.,
772 F.3d 979, 986 (3d Cir. 2014).
At the onset, we note that whether Scrip’s speech was protected by the First Amendment poses an interesting question. Neither the Supreme Court nor the Third Circuit has ruled on whether speech that occurs within the workplace, but outside the “chain of command” is official speech (which is not entitled to First Amendment protection), or private citizen speech (which is).
Garcetti v. Ceballos,
547 U.S. 410, 419, 126 S.Ct. 1951, 164 L.Ed.2d 689 (2006). Other circuits have adopted differing approaches to this issue in the wake of
Garcetti. Compare Dahlia v. Rodriguez,
735 F.3d 1060, 1074 (9th Cir. 2013) (“[W]hether or not the employee confined his communications to his chain of command is a relevant, if not necessarily dispositive, factor in determining whether he spoke pursuant to his official duties.”),
and Davis v. McKinney,
518 F.3d 304, 315 (5th Cir. 2008) (“The question is how high within an organization an employee’s reporting responsibilities extend.”),
with Mpoy v. Rhee,
758 F.3d 285, 294 (D.C. Cir. 2014) (“[Wjhether speech is made inside or outside a chain of command may be a contextual factor in determining whether the employee made it to report interference with job responsibilities.”).
Scrip’s letter, while largely contained within the state judiciary was certainly sent outside of the chain of command — it was sent to the Chief Justice of the Pennsylvania Supreme Court, the executive director of the juvenile courts, and other judges outside of Washington County.
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OPINION
SMITH, Circuit Judge.
This case comes to us on appeal from the District Court’s grant of Appellees’ motion to dismiss Appellant’s First Amendment retaliation claim.
The District Court adopted the magistrate judge’s report and recommendation in its entirety, which held that Appellant’s speech was not private citizen speech, and thus not entitled to First Amendment protection. In the alternative, the report and recommendation held that Appellant failed to establish a causal connection between his speech and the termination of his employment. For the reasons stated below, we will affirm on causation grounds.
I.
.
Appellant David Scrip worked as a probation officer in the Washington County Juvenile Probation Department for 25 years. He claims that Appellee Daniel Clements, his superior and the Chief Probation Officer of Washington County, was having an intimate relationship with an employee of Abraxas, a placement facility for juvenile offenders. As the relationship progressed, Clements began to pressure his subordinates, including Scrip, to recommend placement of juveniles into Abraxas even when such recommendations were not proper for the children in question. The probation officers reluctantly made the recommendations, which the Juvenile Master and Judge “unwittingly approved.” Appellee Thomas Jess, the Director of Probation Services and Deputy
Court Administrator of Washington County, was allegedly aware of this conflict of interest but was nonetheless supportive of Clements’ actions.
Troubled by this arrangement, Scrip sent an anonymous letter on an unknown date complaining of this conduct to Appel-lee Debbie O’Dell Seneca, then the President Judge of the Court of Common Pleas of Washington County. The letter states that it was also sent to
PA Supreme Court Chief Justice Ronald Castile [sic], Federal Attorney General [sic] for Western District of Pennsylvania David Hickton, PA Attorney General Linda Kelly, JCJC Executive Director Jim Anderson, Honorable Arthur Grimm, Senior Judge, Berks County, Judge Janet Moshetta Bell, Juvenile Master Dennis Paluso, Deputy Court Administrator Timothy McCullough and Probation Union President Kelly Boyd.
JAVol. II at 27.
The letter detailed the inappropriate relationship between Clements and the Abraxas employee and said that it was sent on behalf of all juvenile probation officers who, in bringing this behavior to Seneca’s attention, were acting pursuant to the Code of Conduct for Employees of the Unified Justice System. The letter further claimed that as a result of the pressure to recommend placement in Abraxas, overall placement in Abraxas increased over the preceding three years. The relationship also apparently led to growing resentment within the office, with Clements becoming “unglued” and creating a hostile work environment.
As a result of this letter, the Administrative Office of the Pennsylvania Courts appointed James Rieland to investigate the allegations raised therein. Scrip sent Rie-land a second, signed letter dated July 30, 2012, giving him an update on “recent developments.” In August of 2012, Seneca told the juvenile probation staff that Rie-land’s investigation revealed no improper conduct. The complaint alleges that Rie-land leaked Appellant’s name to the Appel-lees, who in turn retaliated against him. Specifically, Scrip claims that, as a result of missing a telephone call while on duty, he was subjected to “disparate treatment” in August of 2012 and that he was also somehow disciplined on two occasions for committing perjury, which he says he did not commit. The dates of the discipline for committing perjury are not given in the complaint. The retaliation culminated in Scrip’s termination on February 18, 2014. Scrip filed suit. After the District Court adopted the magistrate judge’s report and recommendation and granted the motion to dismiss, this timely appeal followed.
II.
Our review of a motion to dismiss is plenary, and we must accept as true all well-pled factual allegations and view them in the light most favorable to the plaintiff.
Santomenno ex rel. John Hancock Trust v. John Hancock Life Ins. Co. (U.S.A.),
677 F.3d 178, 182 (3d Cir. 2012). When evaluating a motion to dismiss, we are not limited to the complaint, and we may also review any attached documents that the complaint is based upon: here the two letters.
Miller v. Clinton Cty.,
544 F.3d 542, 550 (3d Cir. 2008).
“To establish a- First Amendment retaliation claim, a public employee must show that (1) his speech is protected by the First Amendment and (2) the speech was a substantial or motivating factor in the alleged retaliatory action, which, if both are
proved, shifts the burden to the employer to prove that (3) the same action would have been taken even if the speech had not occurred.”
Dougherty v. Sch. Dist. of Phila.,
772 F.3d 979, 986 (3d Cir. 2014).
At the onset, we note that whether Scrip’s speech was protected by the First Amendment poses an interesting question. Neither the Supreme Court nor the Third Circuit has ruled on whether speech that occurs within the workplace, but outside the “chain of command” is official speech (which is not entitled to First Amendment protection), or private citizen speech (which is).
Garcetti v. Ceballos,
547 U.S. 410, 419, 126 S.Ct. 1951, 164 L.Ed.2d 689 (2006). Other circuits have adopted differing approaches to this issue in the wake of
Garcetti. Compare Dahlia v. Rodriguez,
735 F.3d 1060, 1074 (9th Cir. 2013) (“[W]hether or not the employee confined his communications to his chain of command is a relevant, if not necessarily dispositive, factor in determining whether he spoke pursuant to his official duties.”),
and Davis v. McKinney,
518 F.3d 304, 315 (5th Cir. 2008) (“The question is how high within an organization an employee’s reporting responsibilities extend.”),
with Mpoy v. Rhee,
758 F.3d 285, 294 (D.C. Cir. 2014) (“[Wjhether speech is made inside or outside a chain of command may be a contextual factor in determining whether the employee made it to report interference with job responsibilities.”).
Scrip’s letter, while largely contained within the state judiciary was certainly sent outside of the chain of command — it was sent to the Chief Justice of the Pennsylvania Supreme Court, the executive director of the juvenile courts, and other judges outside of Washington County. Regardless of which approach we will take in the future, it appears that the magistrate judge gave this factor too little import, likely because Scrip raised the “chain of command” argument in a very cursory manner.
Nonetheless, we do not need to decide the appropriate standard, or even whether the speech is protected by the First Amendment.
Instead, we will affirm on causation grounds.
Assuming that a plaintiff has shown that he has engaged in a. protected activity, he must also show “that defendants’ retaliatory action was sufficient to
deter a person of ordinary firmness from exercising his or her rights[ ] and [ ] that there was a causal connection between the protected activity and the retaliatory action.”
Lauren W. ex rel. Jean W. v. DeFlaminis,
480 F.3d 259, 267 (3d Cir. 2007). In order to establish causal connection, “a plaintiff usually must prove either (1) an unusually suggestive temporal proximity between the protected activity and the allegedly retaliatory action, or (2) a pattern of antagonism coupled with timing to establish a causal link.”
Id.
If a plaintiff cannot make this showing, then he “must show that from ‘the evidence gleaned from the record as a whole’ the trier of the fact should infer causation.”
Id.
(quoting
Farrell v. Planters Lifesavers Co.,
206 F.3d 271, 281 (3d Cir. 2000)).
Scrip cannot win based on temporal proximity alone. While it is unclear when the Appellees allegedly became aware of his letters, he claims that Rieland’s investigation concluded in August of 2012. He was not terminated until February 18, 2014. Using the most generous calculation, there were at least seventeen months between the Appellees’ awareness of his speech and his termination, a time period that does not support an inference of causation.
See Estate of Smith v. Marasco,
318 F.3d 497, 512 (3d Cir. 2003) (“[W]e have held that such an inference could be drawn where two days passed between the protected activity and the alleged retaliation, but not where 19 months had elapsed.” (internal citations omitted));
Daniels v. Sch. Dist. of Phila.,
776 F.3d 181, 198 (3d Cir. 2015) (concluding that ten months is not sufficient in a Title VII case). On appeal, Scrip attempts to argue that the Judicial Conduct Board began an investigation into Appellee Seneca in the fall of 2013, and that “[t]his specifically supports a' causal connection.” However, the speech that he claims is protected is not his unknown statements made to the Judicial Conduct Board about Seneca, but instead the letter to Seneca in the summer of 2012 complaining about Clements and Jess. Thus, Scrip must show more than temporal proximity.
Scrip has also failed to show a “pattern of antagonism,” which, coupled with timing, would allege a plausible causal link. He argues that he was subject to disparate treatment for missing a phone call while .being an on-call worker and that he was disciplined for allegedly committing perjury during juvenile hearings, an allegation that he says is “absurd.” However, he fails to say how, or when, he was disciplined in either instance. He also fails to allege how he was subject to “disparate” treatment in relation to other employees when he missed the phone call.
These two unspecified disciplinary actions over a period of more than seventeen months do not create a “pattern of antagonism.” No other facts have been alleged by which a trier of fact
could infer causation, and we will affirm.