RIPPLE, Circuit Judge.
Melissa Kitzman-Kelley, through Theresa Kitzman-Kelley, brought this § 1983 action against employees of the Illinois Department of Children and Family Services (“DCFS”). She claims that in 1985, while a ward of the DCFS, she was sexually abused by a DCFS intern hired and supervised by the defendants. The original action was brought in state court, and the case later was removed to the district court. The defendants then moved for dismissal on the pleadings, contending that they were entitled to qualified immunity. The district court denied the motion. An interlocutory appeal was then taken to this court. See Johnson v. Fankell, 520 U.S. 911, 915, 117 S.Ct. 1800, 138 L.Ed.2d 108 (1997); Mitchell v. Forsyth, 472 U.S. 511, 105 S.Ct. 2806, 86 L.Ed.2d 411 (1985). For the reasons set forth in this opinion, we now remand this case to the district court with instructions to address Ms. Kitzman-Kelley’s motion to amend her complaint and then to decide again whether defendants are entitled to qualified immunity.
I
BACKGROUND
A.
When considering a motion to dismiss a complaint on the basis of qualified immunity, we must accept all allegations in the complaint as true, construing them in the light most favorable to the plaintiff. See Harrell v. Cook, 169 F.3d 428, 431 (7th Cir.1999); Martinez v. Hooper, 148 F.3d 856, 858 (7th Cir.1998).
In 1981, Melissa Kitzman-Kelley, then 7 years old, was placed in the custody of the DCFS. According to the allegations of the complaint, between early March and late May 1985, Philip Keith Heiden, an intern in the Rock Island County DCFS office, subjected her to a pattern of sexual abuse. Heiden had been taken on as an intern at DCFS despite a history of mental illness and drug problems. The defendants,1 the complaint alleges, did nothing to investigate his background before hiring him, and did not train him in the proper behavior toward his charges. Nor were there any department policies requiring anyone to do such a background investigation or perform such training. Heiden’s notes reported that he had picked Kitzman-Kelley up at school, and also stated that he had taken her to his home. Despite these disclosures in his records, the defendants did not take Melissa out of his care.
B.
Although clearly recognizing that the issue of qualified immunity may, in some instances, be resolved at the pleadings stage of the litigation, the district court determined that such an adjudication would be inappropriate on the present record. In reaching that decision, the district court acknowledged that there are situations in which the state, by virtue of its special relationship with an individual, has a special responsibility, protected by the Due Process Clause of the Constitution, for the welfare of an individual. See DeShaney v. Winnebago County Dept. of Soc. Servs., 489 U.S. 189, 201 n. 9 (1989). In denying the motion to dismiss on the ground of qualified immunity, the district court somewhat laconically stated:
[457]*457The factual allegations in this case remain somewhat cloudy. Based on the DeShaney court’s recognition that certain relationships between a state and a child may place a constitutional duty on the state, this Court finds that it would be premature at this juncture to dismiss the claims. In this case the issue of qualified immunity will have to be finally resolved at the summary judgment stage.
Order of March 30,1998, at 5.
II
DISCUSSION
Qualified immunity protects government officials from monetary liability when their conduct “does not violate clearly established statutory or constitutional rights of which a reasonable person would have known.” Harlow v. Fitzgerald, 457 U.S. 800, 818 (1982). Qualified immunity provides not only a “mere defense to liability” but also “immunity from suit.” Mitchell v. Forsyth, 472 U.S. 511, 526, 105 S.Ct. 2806, 86 L.Ed.2d 411 (1985) (emphasis in original). This protection is afforded public officials in order to protect them from the expenses of litigation and the diversion of official energy from pressing public issues, and the deterrence of able citizens from accepting public office. Id.
In County of Sacramento v. Lewis, 523 U.S. 833, 118 S.Ct. 1708, 1714 n. 5, 140 L.Ed.2d 1043 (1998), the Supreme Court of the United States set forth the appropriate methodology for adjudicating a motion to dismiss on the ground of qualified immunity at the complaint stage of the litigation. Lewis counsels that the “better approach” is for the district court to consider first the question of whether the complaint states a cause of action. If the district court determines that a cause of action has been stated, it must then determine whether qualified immunity nevertheless shields a defendant from trial and possible liability. See also Siegert v. Gilley, 500 U.S. 226, 232, 111 S.Ct. 1789, 114 L.Ed.2d 277 (1991). Since the Court’s pronouncement in Lewis, it has twice repeated this directive. In Conn v. Gabbert, 526 U.S. 286, 119 S.Ct. 1292, 143 L.Ed.2d 399 (1999), the Court said, “Thus a court must first determine whether the plaintiff has alleged the deprivation of an actual constitutional right at all, and if so, proceed to determine whether that right was clearly established at the time of the alleged violation.” Id. at 1295. This language was quoted in Wilson v. Layne, 526 U.S. 603, 119 S.Ct. 1692, 1697, 143 L.Ed.2d 818 (1999).
To state a claim under section 1983, a plaintiff must allege that the defendant has acted under the color of state law and has deprived him of a right secured by the Constitution or laws of the United States. There is no dispute, in this case, that the alleged conduct of the defendants is under the color of state law. They claim, however, that their actions violated no constitutionally protected rights.
1.
In DeShaney, the Supreme Court of the United States, affirming a decision of this court, held that a state’s failure to protect an individual against private violence generally does not constitute a violation of the Due Process Clause. That clause, reasoned the Supreme Court, imposes no duty on the state to provide members of the general public with adequate protective services. Rather, the Due Process Clause is a limitation on the states’ power to act; it is not a minimum guarantee of certain levels of safety and security. The court did acknowledge, however, that a narrow exception to the DeShaney doctrine does exist in those instances in which the state has created a “special relationship” with the victimized individual.
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RIPPLE, Circuit Judge.
Melissa Kitzman-Kelley, through Theresa Kitzman-Kelley, brought this § 1983 action against employees of the Illinois Department of Children and Family Services (“DCFS”). She claims that in 1985, while a ward of the DCFS, she was sexually abused by a DCFS intern hired and supervised by the defendants. The original action was brought in state court, and the case later was removed to the district court. The defendants then moved for dismissal on the pleadings, contending that they were entitled to qualified immunity. The district court denied the motion. An interlocutory appeal was then taken to this court. See Johnson v. Fankell, 520 U.S. 911, 915, 117 S.Ct. 1800, 138 L.Ed.2d 108 (1997); Mitchell v. Forsyth, 472 U.S. 511, 105 S.Ct. 2806, 86 L.Ed.2d 411 (1985). For the reasons set forth in this opinion, we now remand this case to the district court with instructions to address Ms. Kitzman-Kelley’s motion to amend her complaint and then to decide again whether defendants are entitled to qualified immunity.
I
BACKGROUND
A.
When considering a motion to dismiss a complaint on the basis of qualified immunity, we must accept all allegations in the complaint as true, construing them in the light most favorable to the plaintiff. See Harrell v. Cook, 169 F.3d 428, 431 (7th Cir.1999); Martinez v. Hooper, 148 F.3d 856, 858 (7th Cir.1998).
In 1981, Melissa Kitzman-Kelley, then 7 years old, was placed in the custody of the DCFS. According to the allegations of the complaint, between early March and late May 1985, Philip Keith Heiden, an intern in the Rock Island County DCFS office, subjected her to a pattern of sexual abuse. Heiden had been taken on as an intern at DCFS despite a history of mental illness and drug problems. The defendants,1 the complaint alleges, did nothing to investigate his background before hiring him, and did not train him in the proper behavior toward his charges. Nor were there any department policies requiring anyone to do such a background investigation or perform such training. Heiden’s notes reported that he had picked Kitzman-Kelley up at school, and also stated that he had taken her to his home. Despite these disclosures in his records, the defendants did not take Melissa out of his care.
B.
Although clearly recognizing that the issue of qualified immunity may, in some instances, be resolved at the pleadings stage of the litigation, the district court determined that such an adjudication would be inappropriate on the present record. In reaching that decision, the district court acknowledged that there are situations in which the state, by virtue of its special relationship with an individual, has a special responsibility, protected by the Due Process Clause of the Constitution, for the welfare of an individual. See DeShaney v. Winnebago County Dept. of Soc. Servs., 489 U.S. 189, 201 n. 9 (1989). In denying the motion to dismiss on the ground of qualified immunity, the district court somewhat laconically stated:
[457]*457The factual allegations in this case remain somewhat cloudy. Based on the DeShaney court’s recognition that certain relationships between a state and a child may place a constitutional duty on the state, this Court finds that it would be premature at this juncture to dismiss the claims. In this case the issue of qualified immunity will have to be finally resolved at the summary judgment stage.
Order of March 30,1998, at 5.
II
DISCUSSION
Qualified immunity protects government officials from monetary liability when their conduct “does not violate clearly established statutory or constitutional rights of which a reasonable person would have known.” Harlow v. Fitzgerald, 457 U.S. 800, 818 (1982). Qualified immunity provides not only a “mere defense to liability” but also “immunity from suit.” Mitchell v. Forsyth, 472 U.S. 511, 526, 105 S.Ct. 2806, 86 L.Ed.2d 411 (1985) (emphasis in original). This protection is afforded public officials in order to protect them from the expenses of litigation and the diversion of official energy from pressing public issues, and the deterrence of able citizens from accepting public office. Id.
In County of Sacramento v. Lewis, 523 U.S. 833, 118 S.Ct. 1708, 1714 n. 5, 140 L.Ed.2d 1043 (1998), the Supreme Court of the United States set forth the appropriate methodology for adjudicating a motion to dismiss on the ground of qualified immunity at the complaint stage of the litigation. Lewis counsels that the “better approach” is for the district court to consider first the question of whether the complaint states a cause of action. If the district court determines that a cause of action has been stated, it must then determine whether qualified immunity nevertheless shields a defendant from trial and possible liability. See also Siegert v. Gilley, 500 U.S. 226, 232, 111 S.Ct. 1789, 114 L.Ed.2d 277 (1991). Since the Court’s pronouncement in Lewis, it has twice repeated this directive. In Conn v. Gabbert, 526 U.S. 286, 119 S.Ct. 1292, 143 L.Ed.2d 399 (1999), the Court said, “Thus a court must first determine whether the plaintiff has alleged the deprivation of an actual constitutional right at all, and if so, proceed to determine whether that right was clearly established at the time of the alleged violation.” Id. at 1295. This language was quoted in Wilson v. Layne, 526 U.S. 603, 119 S.Ct. 1692, 1697, 143 L.Ed.2d 818 (1999).
To state a claim under section 1983, a plaintiff must allege that the defendant has acted under the color of state law and has deprived him of a right secured by the Constitution or laws of the United States. There is no dispute, in this case, that the alleged conduct of the defendants is under the color of state law. They claim, however, that their actions violated no constitutionally protected rights.
1.
In DeShaney, the Supreme Court of the United States, affirming a decision of this court, held that a state’s failure to protect an individual against private violence generally does not constitute a violation of the Due Process Clause. That clause, reasoned the Supreme Court, imposes no duty on the state to provide members of the general public with adequate protective services. Rather, the Due Process Clause is a limitation on the states’ power to act; it is not a minimum guarantee of certain levels of safety and security. The court did acknowledge, however, that a narrow exception to the DeShaney doctrine does exist in those instances in which the state has created a “special relationship” with the victimized individual. That affirmative duty arises, the Supreme Court emphasized, not simply from the state’s knowledge of the individual’s predicament but [458]*458from the limitations that the state has imposed upon him through a restraint on his personal liberty.
Our court, in dealing with the “special relationship” exception to the DeShaney doctrine, has remained faithful to the Supreme’s Court’s rationale that this exception must be grounded in a prior restriction of the individual’s liberty that places that person in a danger that would not have been encountered, at least to the same order of magnitude, in the absence of the state’s action. For instance, in Ross v. United States, 910 F.2d 1422 (7th Cir.1990), the City of Waukegan was determined to be not liable for failing to save the drowning plaintiff because the city had no duty to provide rescue services. Id. at 1428. By contrast, the claim against Lake County was reinstated because the plaintiff had alleged that the county had a custom of requiring officers to prevent unauthorized persons from trying to rescue the drowning. The court distinguished DeShaney, holding that the alleged policy would constitute an active imposition that put people at harm, not a refusal to provide services. Similarly, in J.O. v. Alton Community Unit Sch. Dist. 11, 909 F.2d 267 (7th Cir.1990), the plaintiffs argued that school children had a special relationship with school employees, requiring the employees to protect the children from a molester. See id. at 271-72. The court noted that, although “prisoners and mental patients are [not] an exhaustive list of all persons to whom the state owes some affirmative duties,” school children were not in state custody. See id. at 272. The court reasoned that people in state custody “are unable to provide for basic human needs like food, clothing, shelter, medical care, and reasonable safety,” id., and that school children did not fit that description, see id. at 272-73.
Our most recent cases continue to adhere to the principles enunciated in DeShaney. In Monfils v. Taylor, 165 F.3d 511 (7th Cir.1998), cert. denied, — U.S. -, 120 S.Ct. 43, 145 L.Ed.2d 39 (1999), the court discussed the history of the “special relationship” doctrine: “The basis of a special relationship is that the state has some sort of control or custody over the individual, as in the case of prisoners, involuntarily committed mentally ill persons, or foster children. The state’s duty to protect those persons or to provide services for them arises from that custody or control.” Id. at 517. In Hutchinson v. Spink, 126 F.3d 895 (7th Cir.1997), we acknowledged that “the State has a ‘special relationship’ with those it has taken into custody. In K.H. v. Morgan, 914 F.2d 846 (7th Cir.1990), this court held that once the State removes a child from her natural parents, it assumes at least a rudimentary duty of safekeeping.” Id. at 900 (citations omitted). That suit involved a suit by a child’s mother after her child died while in foster care, and the court found that the mother had stated a claim.
2.
In addition to alleging a “special relationship” between the state and the victim, the complaint must also allege several other elements. First, personal involvement is a prerequisite for individual liability; there is no respondeat superior liability in the § 1983 context. Moreover, to succeed in her claim, the plaintiff must allege that the defendants themselves acted with “deliberate, indifference.” See Gossmeyer v. McDonald, 128 F.3d 481, 495 (7th Cir.1997).2 Therefore, although it is [459]*459permissible to base a § 1983 claim on a failure to screen properly a candidate for a public position, our case law makes clear that the plaintiff must allege and establish that the defendants went about the hiring process with “deliberate indifference.” See Graham v. Sauk Prarie Police Comm’n, 915 F.2d 1085, 1103 (7th Cir.1990). As our colleagues in the Tenth Circuit have noted, the “deliberate indifference” standard is not met by a showing that hiring officials engaged in less than careful scrutiny of an applicant resulting in a generalized risk of harm. The requisite showing of culpability “requires a strong connection between the background of the particular applicant and the specific constitutional violation alleged.” Barney v. Pulsipher, 143 F.3d 1299, 1308 (10th Cir.1998).
Similarly, it is also permissible to predicate a § 1983 action on the failure to train adequately the government agent who is alleged to have committed the constitutional violation. In the context of municipal liability, the Second Circuit has approached questions of adequate training under a three-part framework that might serve as a useful guide in assessing the allegations against the individual defendants in a case such as the present one.
[T]his court [has] listed three showings required to support a claim that a municipality’s failure to train amounted to “deliberate indifference” of the rights of citizens: (1) that “a policy maker ... know[ ] ‘to a moral certainty’ that ... employees will confront a given situation”; (2) that “the situation either presents the employee with a difficult choice of the sort that training or supervision will make less difficult or that there is a history of employees mishandling the situation”; and (3) that “the wrong choice by the ... employee will frequently cause the deprivation of a citizen’s constitutional rights.”
Young v. County of Fulton, 160 F.3d 899, 903-04 (2d Cir.1998) (quoting Walker v. City of New York, 974 F.2d 293, 297-98 (2d Cir.1992)). In the context of this case, the difficult issue is posed by the second prong of this approach. To satisfy that prong, Kitzman-Kelley must show one of two things: that there is a history of child welfare employees molesting the children in their care; or that someone inclined to commit child abuse could be deterred through proper training. In considering this latter question, it is necessary to determine, of course, whether the sort of sexual assault alleged here can be avoided by “training” the perpetrator. Cf. Sutton v. Utah State Sch. for the Deaf and Blind, 173 F.3d 1226, 1241 (10th Cir.1999) (“We are satisfied that a supervisor’s liability for failing to train subordinates or to implement a policy to prevent a sexual assault on a severely disabled child ... was clearly established ... when the instant assault occurred.”); Barney, 143 F.3d at 1308 (citing Andrews v. Fowler, 98 F.3d 1069, 1077 (8th Cir.1996)) (“Specific or extensive training hardly seems necessary for a jailer to know that sexually assaulting inmates is inappropriate behavior.”).
With respect to the failure to supervise allegation, the plaintiff must show that these defendants, through their personal actions, were deliberately indifferent in their failure to supervise adequately the alleged perpetrator.
3.
If a district court determines that a claim has been stated under § 1983, it must then address whether the defendants are entitled to the defense of qualified immunity. The plaintiff must demonstrate that at the time of the alleged unconstitutional actions of the defendants, there was clearly established law holding that their actions violated rights secured by the Constitution of the United States. See Burgess v. Lowery, 201 F.3d 942 (7th Cir.2000). At the time of the alleged incidents, it was clearly established that under certain circumstances the state had a duty to act on behalf of those with whom it had a special relationship. See, e.g., Youngberg v. Romeo, 457 U.S. 307, 315, 102 S.Ct. [460]*4602452, 73 L.Ed.2d 28 (1982); Parham v. J.R., 442 U.S. 584, 619, 99 S.Ct. 2493, 61 L.Ed.2d 101 (1979); Estelle v. Gamble, 429 U.S. 97, 103-05, 97 S.Ct. 285, 50 L.Ed.2d 251 (1976); Jackson v. Byrne, 738 F.2d 1443, 1446-47 (7th Cir.1984). The district court will have to consider whether, in light of these cases, the rights allegedly violated were clearly established in 1985. A more precise’ analysis must, under the methodology mandated in Lewis, await the district court’s ruling on an amended complaint.
C.
We turn now to the situation before us. As we have noted, the district court, in declining to dismiss the case, held tersely that the “factual allegations in this case remain somewhat cloudy” and that factor, coupled with DeShaney’s recognition that certain relationships between a state and the child, may place a constitutional duty on the state, make dismissal “premature.” This ambiguity in the district court’s decision is further complicated by the nature of the complaint itself. The second amended complaint, which is still the operative complaint for purposes of this appeal, was filed by Larry A. Woodward, then Ms. Kitzman-Kelley’s attorney, in the Rock Island County Circuit Court.3 In January 1996, Mr. Woodward left private practice, and he encouraged Ms. Kitzman-Kelley to find replacement counsel. In October 1996, he moved to withdraw as Kitzman-Kelley’s attorney, and his motion was granted by the magistrate judge.
After Ms. Kitzman-Kelley obtained several postponements, her new attorney, Richard Dahl, filed an appearance on January 20, 1998, and filed a memorandum objecting to the magistrate judge’s report. In that filing, Dahl requested time to file supplemental authority, and to enter an amended complaint. On January 28, the district court ordered Dahl to explain why it should allow the complaint to be amended. Dahl responded that the complaint “is not pled as a complaint in federal court should be pled, with the federal claims first and a statement for the basis of federal jurisdiction. Plaintiff wanted to correct this and otherwise clean up the language in the complaint to keep the record clear.” Filing of February 11,1998.
The district court, rather than grant leave to file an amended complaint, ordered Kitzman-Kelley on March 18 to file a “Statement of Facts” to determine whether qualified immunity attached. Kitzman-Kelley filed the statement on March 24. The district court issued the order that is the subject of this appeal on March 30, and defendants took their appeal on April 29.
The combination of these circumstances make the prudent course to vacate the judgment before us and to remand the case to the district court. The district court ought to address first counsel’s request to amend the complaint. After that matter has been resolved, the court ought to revisit, employing the methodology set forth by the Supreme Court in Lewis and its progeny, the question of whether the defendants are entitled to qualified immunity.4 We respectfully suggest that the ultimate resolution of this matter will be greatly expedited by the district court’s providing a more ample explanation of its reasons for its ruling.
Accordingly, the judgment of the district court is vacated and the case is remanded for proceedings consistent with this opin[461]*461ion. The parties shall bear their own costs in this court.
Remanded with Instructions