Full opinion text
OPINION OF THE COURT FISHER, Circuit Judge. In the fall of the 1999 school year, school officials in the Ridgewood public school district in New Jersey administered a survey entitled “Profiles of Student Life: Attitudes and Behaviors” to students in the 7th through 12th grades. The survey sought information about students’ drug and alcohol use, sexual activity, experience of physical violence, attempts at suicide, personal associations and relationships (including the parental relationship), and views on matters of public interest. The survey itself was designed to be voluntary and anonymous. Survey results were designed to be and actually were released only in the aggregate with no identifying information. Three students and their mothers (“Plaintiffs”) brought this action against the Ridgewood Board of Education (“Board”) and several individually named school administrators (collectively “School Defendants”). Plaintiffs claimed that the survey had been administered so as to be involuntary and non-anonymous and had thus violated their rights under the Family Educational Records Privacy Act (FER-PA), 20 U.S.C. § 1232g, the Protection of Pupil Rights Amendment (PPRA), 20 U.S.C. § 1232h, and the United States Constitution. Prior to any discovery, the United States District Court for the District of New Jersey denied Plaintiffs’ motion to enjoin release of the survey results and granted summary judgment to the School Defendants on the merits of the statutory and constitutional claims. C.N. v. Ridgewood Bd. of Educ., 146 F.Supp.2d 528 (D.N.J.2001). On appeal, this Court reversed in part and remanded for further proceedings. 281 F.3d 219 (3d Cir.2001) (unpublished). Following discovery and voluntary dismissal of the statutory claims, the District Court granted the School Defendants’ motion for summary judgment on the remaining constitutional claims. 319 F.Supp.2d 483 (D.N.J.2004). We will affirm. I. A. The Parties Plaintiffs are Carol Nunn, individually and as guardian ad litem of Jennifer Nunn (surveyed as, a 15 year old, high school freshman); Mary Epiphan, individually and as guardian ad litem of Jean Epiphan (surveyed as a 17 year old, .high school senior) and L.M., individually and as guardian ad litem of V.M. (surveyed as a 12 year old, middle school 7th grader). We will refer to the student Plaintiffs as “Freshman Plaintiff,” “Senior Plaintiff’ and “Middle School Plaintiff’ and to their guardians collectively as “Plaintiff Parents.” School Defendants, with all titles identified as of the date the survey was administered, are the Board, Frederick J. Stokley (Superintendent of the Ridgewood Schools), Joyce Snider (Assistant Superintendent of the Ridgewood Schools), Dr. Ronald Yerdicchio (Executive Director of the Ridgewood Community School, and “Executive Director of Community Education”), Robert Weakley (Director of Human Resources), John Mucciolo (Principal of the Ridgewood High School), Anthony Bencivenga (Principal of the Benjamin Franklin Middle School), and Sheila Brogan (President of the Board). B. The Facts In this section, we draw extensively on and frequently quote the District Court’s concise statement of the facts. See 319 F.Supp.2d at 486-87. However, because we are addressing an appeal from summary judgment, we will also include in this recitation of the facts additional evidence and any inferences from the totality of the evidence that we conclude ultimately support the Plaintiffs as the non'-moving party. 1. Choosing the survey. and alerting the community In 1998, the Human Resources Coordinating Council (“HRCC”) of the Village of Ridgewood, an organization comprised of public and private social service agencies, assembled a group of community members to assess the needs of local youth. The group concluded that it was important to survey Ridgewood’s student population to better understand their needs, attitudes and behavior patterns in order to use the town’s programs and resources more effectively. To obtain this information, the group selected a survey designed by Search Institute of Minneapolis, Minnesota. Throughout 1999, representatives of the HRCC met with public bodies and citizen groups to publicize the survey and elicit public comments. The HRCC formed a team comprised of thirty representatives from various sectors of the community, including a student from Ridgewood High School (herein “Community Vision Team”), to oversee the project. The record suggests that Superintendent Stokley, Dr. Verdicchio, Board President Brogan and High School Principal Muc-ciolo served on the Community Vision Team, although their role in that capacity is unclear. Also unclear is exactly how the Ridgewood schools became the venue for the survey beyond the obvious fact that youth attend schools. Dr. Verdicchio testified during deposition that “the reason ... was ... because that’s where the students are. So it was not a school project. It was a community project where the students responded in a school setting.” A. 436 (Dep. Verdicchio). Dr. Verdicchio, who was described by Board President Brogan as the liaison between the Community Vision Team and district officials, recommended to Superintendent Stokley that the youth be surveyed in the schools. No formal vote appears to have been taken by the Board to authorize administration of the survey; yet the Board, as evidenced by purchase orders in the record, eventually purchased the survey from Search Institute with funds provided to the district by the federal government under a program known as “Goals 2000.” In a letter dated May 19, 1999, Superintendent Stokley notified all parents of students in the district that a survey would be administered to students ages 12-19 in the fall of the upcoming 1999-2000 school year. The letter was sent in the wake of the Columbine, Colorado school tragedy that occurred a month before, and in it, Superintendent Stokley ruminated on the violence facing today’s youth, listed available district resources, and in the penultimate paragraph, explained: One year ago, the Human Resources Coordinating Council of Ridgewood, an organization that represents public and nonprofit agencies serving children and families, developed an initiative to make Ridgewood a more supportive and nurturing community for young people. Last September, seventy representatives from community agencies and organizations, Village government officials, educators, School Board members, and parents came together to begin the process of assessing the needs and interests of our young people. The [HRCC] and a coalition of twenty Ridgewood organizations are making pláns to survey our village youth, ages 12-19 in September [1999]. The results of the survey will be reported at a community meeting in December at the Ridgewood Public Library. A. 642. Around the same time, members of the Federated Home and School Association, a group composed of the presidents of the nine Ridgewood parent-teacher associations (“PTA”), held several meetings at which the survey was discussed. Superintendent Stokley and Board President Brogan, as representatives of the school administration, attended these meetings. The record shows that after one of those meetings, the President of the PTA advised Dr. Verdicchio by letter dated May 21, 1999 that its members had expressed “[s]everal serious reservations and concerns” about “giving the survey to the students” because “[t]he explicit content regarding drugs usage, sexual activity, alcohol abuse and suicide ... seemed to suggest such activity was within normal adolescent experience.” In June 1999, Dr. Verdicchio presented an overview of the survey to the PTA and told its members that the individual parents’ rights to refuse the administration of the survey to their children would be respected. Although denied by the School Defendants, Freshman Plaintiffs guardian, Carol Nunn, testified during deposition that Superintendent Stokley and Board President Brogan promised at that meeting that written consent forms would be required. On June 28, 1999, after a meeting of the PTA, Board President Brogan sent an email to Dr. Verdicchio stating that the “process of allowing children to opt out of participating in the survey must be part of the parental information.” The PTA eventually passed a motion in support of administering the survey. Search Institute shipped the surveys to the district in August 1999, along with a manual and cover memorandum requesting that the manual be reviewed and copies be distributed to every person involved in administering the survey. The manual emphasized that the survey required “a standardized administration format” in order to be effective. The manual also provided student instructions to be read verbatim by survey administrators, one of which provided: “[T]he survey is voluntary. This means you do not have to take it and it is not a test that you take for school grades. Second, the survey is filled out anonymously. No one will know which survey booklet is yours.... Please do not put your name on the survey.” (emphasis in the original). On September-1, 1999, Superintendent Stokley sent another letter to parents, which provided in full: Dear Parent: In late September, Village youth will be asked to complete a survey, Profiles of Student Life, Attitudes and Behaviors, developed by the Search Institute in Minneapolis, Minnesota. The voluntary and anonymous survey will be made available to young people in grades 7-12. The survey is the first phase of a community initiative, Healthy Communities — Healthy Youth. The questions in the survey ask young people about attitudes and behaviors relating to themselves, their school, and their community. While many questions ask about community involvement and school, some survey items seek information about at-risk behaviors such as substance abuse, sexuality, stress and depression. Prior to the administration of the survey, a copy will be available for parental review in the main office at the middle schools and the high school. The results of the survey will be reported at a Town Meeting on December 1,1999, at the Ridgewood Public Library. The information from the survey will be used to identify the strengths and needs required to support youth and families in the Village of Ridgewood. The survey results will provide information to more effectively identify existing community assets and resources available to assist our youth to grow in a healthy, caring, and responsible way. Attached is additional information about the Healthy Communities— Healthy Youth initiative [attached were a list of the 40 developmental assets and notice of a meeting where the assets would be discussed]. Further information can be obtained by contacting [named school representative] at [telephone number] or through e-mail at [email address]. Sincerely, /s/Frederick J. Stokley Superintendent of Schools A. 637 (emphasis in original). This letter was drafted by Dr. Verdicchio but he and Superintendent Stokley decided it should issue directly from the Superintendent. Approximately 15-20 parents came to review the survey in the wake of the letter. 2. Preparing to administer the survey On October 4, 1999, Dr. Verdicchio sent a letter to the principals of the buildings in which the survey would be administered, in which he included draft directions for administration of the survey to be provided to staff. This letter told the principals that they should “[p]lease feel free (I know you will) to edit the directions as you choose.” The included instructions provided, in pertinent part: Directions for Teachers: (1) Students should he informed that the survey is anonymous and voluntary. If a student elects not to complete the survey, he/she should hand in the blank copy. If a person chooses to not answer a question, he/she should be instructed to leave the item blank. Students who choose not to take the survey should read or work quietly while others are completing the survey. (2) Please indicate that the purpose of the survey is to assist the Ridgewood Community, of which the schools are part, to better understand the needs of young people in Ridgewood and how their community supports and assists them. Please indicate that their opinions are valued and they will be invited to a community meeting where the summary results will be reported and they will be part of a discussion with community leaders. A. 636 (emphasis added). As preparations for the survey continued, High School Principal Mucciolo had numerous discussions with students, parents and teachers at the High School about the upcoming event. Specifically, he met pre-survey with the three “grade administrators” chosen to administer the survey for the purpose of directing them how to instruct the students. Although Mucciolo could not recall the exact instructions he provided, he did recall telling the grade administrators to inform students that the survey was voluntary, and also that “it was important that it was anonymous, and ... that kids understand it is not a test, and they didn’t have to take it.” A. 505 (Dep. Mucciolo). One grade administrator recalled a meeting where it was discussed how best to get the students to take the survey seriously. It was apparently decided to give the survey in the gymnasium according to when a student had either physical education or health class (i.e., mandatory classes which would ensure that all students took the survey). This grade administrator did not recall being specifically told not to examine the completed surveys, but assumed that was the case. Another individual who was an instructional aide at the High School submitted a declaration relaying how, prior to administration, she had asked a health teacher if students had to take the survey and was told that they did. A few days before administration, a memorandum from High School Principal Mucciolo was distributed to health, physical education and driver education teachers, instructing, inter alia: “If students ask what this survey is about, you should say ‘This survey offers you an opportunity to express your views about your experience in the Ridge-wood Community — especially your experiences in non-school activities.’” A. 563. Middle School Principal Bencivenga instructed his staff regarding the survey on several occasions in individual, group and faculty conferences. Specifically, he testified during deposition that he met with staff at a faculty meeting and told them the survey would be administered anonymously, confidentially and voluntarily. He also had meetings with the homeroom teachers who were to administer the survey, as well as individual conversations with them prior to administration; he testified in that regard: A: I just made it clear to them when they received the survey, when they were to administer it, it was to be anonymous, confidential and voluntary ... I had individual conferences, small group conferences and a faculty meeting.... I spoke with every teacher that administered the [survey]. Q: [W]hat did you specifically tell each teacher? A: That the survey was to be administered anonymously, confidentially and voluntarily. Q: Did you say to the teachers that they were to tell the students that it was voluntary? A: I don’t recall if I used those words exactly, but it was clear from my point of view that they were to administer it voluntarily. Whatever word I used, I don’t recall, but it was clear that my direction was that this was to be a voluntary survey. A. 521-22 (Dep. Bencivenga). Mr. Grasso, one of numerous teachers who administered the survey at the Middle School, recalled a meeting with Principal Benci-venga sometime before survey day where homeroom teachers were told to pick up the surveys on the morning of survey day at the main office, and to distribute, collect and return them to the main office that same day. He recalled no instructions as to how specifically to administer the survey. Board President Brogan also reiterated the assertion that the survey was always intended to be voluntary and testified that there was never any discussion about requiring students to take it. 3. Administering the survey The survey was administered to students at the Benjamin Franklin Middle School on October 13, 1999, and to students at the Ridgewood High School on November 2, 1999. There is some disagreement as to what precisely occurred during administration at both buildings. Middle School Plaintiff testified that her homeroom teacher, Mr. Grasso, told students they were required to take the survey and to place their names on the survey booklets. She also testified that the booklets themselves had attached to them a sticker asking for name, grade and student identification number and that she put her name on the booklet. Mr. Grasso admitted at deposition that although his recollection of the day’s events was not clear, he may have failed to tell his students that the survey was not required. He also could not rule out the possibility that the survey booklets had the stickers (routinely used for standardized testing) attached to them, although he explained why he believed they did not. Middle School Plaintiff also testified that Mr. Grasso collected the completed surveys in her homeroom and placed them in a box, and that she did not observe him examine any of the completed booklets. Senior Plaintiff who took the survey at the High School said students were told that the survey was anonymous and that her teacher in particular told the class the survey was voluntary and not to put names on it. However, both Senior Plaintiff and Freshman Plaintiff recounted that they heard a loudspeaker announcement which they interpreted to warn that students would receive a “cut” if they did not participate in the survey. A. 577 (Dep. Freshman Plaintiff) (recounting that after students were seated in the gym in preparation for administration of the survey, she heard a loudspeaker announcement that she interpreted as “if you are not there, if you leave, then it is counted as a cut.”); A. 567 (Dep. Senior Plaintiff) (“Q: Tell me all the exact words that you remember being used in the announcement. A: ... It said if the students don’t go to the survey, they will receive a cut. That’s exactly what I remember....”). The record suggests the following instructions were read at the High School: Today, during this period, you have an opportunity to express your views about your experiences in the Ridgewood Community — especially your experi-enees in non-school activities. Interested in the results of this survey are community members like the Mayor and others in charge of youth activities in the community who will respond to your view’s in a concrete way. Since the adults in this community are asking for your input, and will take it seriously, you also should take this opportunity seriously to tell adults what you think about a young person’s experience in the Ridgewood Community. You should know that this survey is confidential. That means no one will be able to identify who completed individual surveys. This survey should take 45 minutes to complete. Please take advantage of the full amount of time, since we will be using the entire period for this purpose. Please make no identifying marks on your survey. Please begin. A. 610. High School Principal Mucciolo was present during actual administration of the survey. 4. The survey The survey itself is obviously critically important to resolution of this appeal. It contained 156 questions with fill-in-the-circle style answer choices. The front cover of the survey instructed: “[AJnswers on this questionnaire will be kept strictly confidential. DO NOT put your name on this form. It has no code numbers, so no one will be able to find out how you or anyone else answered. Your school will receive a report that combines many students’ answers together. Therefore, no one will be able to connect your answers with your name.” The survey itself did not seek any explicit identifying information (such as name, address or student identification number); however, numerous questions did seek statistical information, including age, grade, sex, racial group and parental family composition. In , addition, students were asked to identify their parents’ level of education, how long they had lived in their present city and whether they lived on a farm, in the country not on a farm, on an American Indian reservation, or in cities or towns of various specified populations. Sections of the survey were devoted to drug and alcohol usage. For example, Questions 81, 82 and 83 asked students how many times they had alcohol to drink in their lifetime, during the last 12 months and during the last 30 days, with answer choices 0, 1, 2, 3-5, 6-9, 10-19, 20-39 and 40+ . Questions 94 through 96 asked how many times during the last 12 months students had “been to a party where other kids your age were drinking,” “driven a car after you had been drinking” and “ridden in a car whose driver had been drinking,” with answer choices “never, once, twice, 3^4 times, and 5 or more times.” Questions 92-93 asked “how many times, if any,” the student “had used cocaine (crack, coke, snow, rock)” in the student’s lifetime and during the last 12 months, with answer choices 0, 1, 2, 3-5, 6-9, 10-19, 20-39, and 40+ . Questions 97-98 asked “how many times, if any, have you sniffed glue, breathed the contents of aerosol spray cans or inhaled other fumes in order to get high” in “the last 12 months” and “during the last 30 days,” with answer choices 0, 1, 2, 3-5, 6-9, 10-19, 20-39, and 40+ . Questions 104-109 asked how many times in the last 12 months a student had used “chewing tobacco or snuff,” “heroin (smack, horse, skag) or other narcotics like opium or morphine,” “Alawan,” “POP or Angel Dust,” “LSD (‘acid’),” or “Amphetamines (for example, uppers, ups, speed, bennies, dexies) without a prescription from a doctor,” with answer choices 0, 1, 2, 3-5, 6-9, 10-19, 20-39, and 40+ . The survey contained questions related to sex, including “have you ever had sexual intercourse (‘gone all the way,’ ‘made love’),” with answer choices “no, once, twice, 3 times, and 4 or more times,” and “when you have sex, how often do you and/or your partner use a birth control method such as birth control pills, a condom (rubber), foam, diaphragm, or IUD,” with answer choices “never, seldom, sometimes, often, and always.” The survey contained questions about suicide and seemingly related questions about a students’ sense of individual worth. For example, Question 101 asked “have you ever tried to kill yourself,” with answer choices “no, yes, once, yes, twice and yes, more than two times,” and students were asked to indicate their agreement/disagreement on a scale with statements including “on a whole, I like myself,” “at times, I think I am no good at all,” “I feel I do not have much to be proud of’ and “sometimes I feel like my life has no purpose.” There were also questions about students’ experience of violence in their neighborhood, schools and home. For example, students were asked how many times during the last’ 12 months they had “taken part in a fight where a group of your friends fought another group,” “hurt someone badly enough to need bandages or a doctor,” and “used a knife, gun or other weapon to get something from a person,” with answer choices “never, once, twice, 3^ times, and 5 or more times.” Students were also asked how often they feel aft-aid of “walking around your neighborhood,” “getting hurt by someone, at your school ... [or] at your home,” with answer choices: “never, once in a while, sometimes, often, and always.” Question 149 asked “have you ever, been physically harmed (that is,- where someone caused you to have a scar, black and blue marks, welts, bleeding, or a broken bone) by someone in your family or someone living with you?,” with answer choices “never, once, 2-3 times, 4-10 times, and more than 10 times.” Numerous questions interspersed throughout the survey inquired into the. parental, relationship. For example, stu-. dents were asked how often their parents helped with school work, talked to them about school work or attended school events of meetings. Students were also asked to indicate their agreement or disagreement on a scale with such statements as “my parents push me to be the best I can be,” “if I break one of my parents’ rules, I usually get punished,” “my parents give me help and support when I need it,” “my parents often tell me they love me,” and “I have lots of good conversations with my parents.” Question 85 asked “if you came, home from a party and your parents found out that you had been drinking, how upset do you think they would be?” . Question 99 asked, “in an average week, how many times do all of the people in your family who live with you eat dinner together?” Question 121 asked, “if you had an important concern about drugs, alcohol, sex, or some other serious issue, would you talk to your parent(s) about it?” Question 122 asked “how much of the time do your parents ask you where you are going or with whom you will be?” Question 148 asked how much time a student spent at home without adult supervision. Finally, there were questions related to students’ associations and views on topics of public interest. For example, students were asked how many hours in an average week they spent playing on school or community sports teams, participating in clubs or organizations (other than sports) at school or outside school, attending “programs, groups or services at a church, synagogue, mosque, or other religious or spiritual place,” doing organized volunteer service, helping friends and neighbors, and practicing/taking lessons in music, art, drama or dance. The survey also asked students to rate how- important certain concepts were in their lives, on a scale of not important to extremely important, including “helping to reduce hunger and poverty in the world,” “helping to make sure that all people are treated fairly,” “getting to know people who are of a different race than I am,” “speaking up for equality-(everyone should have the same rights and opportunities),” and “giving time or money to make life better for other people.” 5. Security and tabulating the survey At the High School, completed surveys were placed in a large box either by the students themselves, the grade administrators or Principal Mucciolo. Principal Muc-ciolo then took custody of the box, delivered it to the guidance office, and had it wrapped and sent immediately to Dr. Verdicchio. Principal Mucciolo believed the grade administrators knew not to look, and indeed did not look, at any of the completed surveys. At the Middle School, although Principal Bencivenga issued no specific instructions to homeroom teachers concerning collection of completed surveys, he assumed that those teachers retrieved them and brought them to his office, where his secretaries collected and forwarded them to the main district office. Superintendent Stokley declared that survey booklets were transported to the main office by courier, where they were secured in a locked office until sent to Search Institute in early December 1999 for tabulation. He further declared that the survey booklets “were not reviewed in any manner.” A. 648 (Decl. Stokley). Dr. Marc Mannes, the director of applied research for Search Institute, explained the process of tabulation. First, a Search Institute staff person would check the number of returned surveys against the number said to have been administered. Then the surveys would be sent to Data Recognition Corporation (under subcontract with Search Institute), which would visually scan the surveys, collect the information on a disk and return the disk and surveys to Search Institute. Search Institute would then format a report of results and send it to the client. It was Search Institute’s operating policy to destroy completed surveys within 90 days of their being scanned. The Ridgewood surveys were destroyed in March 2000. C. Prior Court Proceedings On March 6, 2000 (after administration of the survey, but before results were released), Plaintiffs filed this action, claiming that the survey had been administered so as to be involuntary and non-anonymous, and had thus violated (1) their statutory rights under the FERPA and the PPRA, and (2) their federal constitutional rights, including (a) Plaintiff Students’ right under the First Amendment against compelled speech; (b) Plaintiffs’ right under the Fourth and Fourteenth Amendments to be free from unlawful intrusion into the household; (c) Plaintiff Parents’ substantive due process right under the Fourth and Fourteenth Amendments to raise their children as they see fit; (d) Plaintiffs’ right under the Fourth and Fourteenth Amendments to privacy; and (e) Plaintiff Students’ right under the Fifth Amendment not to be forced to incriminate themselves (i.e., because some of the survey questions dealt with conduct constituting a crime). Plaintiffs sought to enjoin the then-forthcoming disclosure of survey results and requested damages for emotional harm. The School Defendants filed á motion for summary judgment. Before any discovery was conducted, the District Court (Politan, J.) denied the injunction request and granted summary judgment to. the School Defendants. 146 F.Supp.2d 528. In an accompanying opinion, the District Court first held that no cause of action for constitutional violations lay against the Board under 42 U.S.C. § 1983 because “the official policy of the Board was that the survey be administered voluntarily and anonymously.” Id. at 533. Further, the District Court held that even assuming individual school employees had administered the survey so as to make it involuntary, “their actions cannot be characterized as carrying out the policy of the Board.” Id. The District Court also held that the individual School Defendants were entitled to qualified immunity bn the constitutional claims, reasoning: “[tjhere is no indication now or in October of 1999 that a voluntary and anonymous survey which is used to obtain data in the aggregate (rather than personal information on particular individuals) would violate plaintiffs’ First Amendment rights to refrain from speaking; their Fourth Amendment rights regarding intrusion into a person’s household; the Fifth and Fourteenth Amendment rights of parents to raise their children; their Fourth,. Fifth, and Fourteenth Amendment rights- to privacy; or their Fifth Amendment rights against self-incrimination.” Id. at 535 (emphasis added). Plaintiffs appealed and this Court affirmed in part, reversed in part, and remanded. 281 F.3d 219 (3d Cir. December 10, 2001) (unpublished). Specifically, this Court affirmed the dismissal of the Fifth Amendment self-incrimination claim, but concluded that voluntariness was disputed, and thus it was inappropriate for the District Court to dismiss the remaining constitutional claims for reasons tied to volun-tariness. As this Court reasoned, one did not know in the absence of discovery what the Board’s policy with regard to the voluntary nature of the survey had actually been. In the specific context of qualified immunity and the alleged constitutional claims, this Court reasoned: If a jury would find that the students were actually required to take the survey, then the District Court would have to address the further question in the qualified immunity analysis as to whether a teacher or principal in this setting would have reasonably understood that the survey was being administered in violation of the law. We are not ... prepared to say that [plaintiffs] could not, as a matter of law, establish any set of facts which would demonstrate violations of the other constitutional rights asserted. We believe that a conclusion as to the contours of these guarantees is specific to the factual setting and should be reached after discovery. The parties then engaged in discovery, after which the School Defendants again moved for summary judgment on the constitutional claims remaining in the case. The District Court (Linares, J.) granted the motion in full upon concluding that Plaintiffs had failed to identify any constitutional violations, and further that, even if they had, the individual School Defendants would be entitled to qualified immunity. 319 F.Supp.2d 483. Critically, the District Court determined that the summary judgment record supported only a finding that the survey had been voluntary and anonymous. Id. at 491. This, in turn; impacted the court’s reasoning as to the existence of any constitutional violations. The District Court also explained, however, why, even assuming the survey had been involuntary, no constitutional violations had occurred. Finally, although unnecessary, the District Court also opined that the individual School Defendants would have qualified immunity because “reasonable school officials would not have known that the administration of a voluntary, confidential and anonymous survey to students after providing adequate notice to parents to opt-out was unconstitutional.” Id. at 499. Plaintiffs appealed. II. The District Court had jurisdiction of this action pursuant to 28 U.S.C. §§ 1331 and 1343(3). We have jurisdiction pursuant to 28 U.S.C. § 1291. ‘We exercise plenary review over a district court’s grant of summary judgment and apply the same standard as the district court; i.e., whether there are any genuine issues of material fact such that a reasonable jury could return a verdict for the plaintiffs. We are required to review the record and draw inferences in & light most favorable.to the non-moving party, yet the non-moving party must provide admissible evidence containing specific facts showing that there is a genuine issue for trial.” Pa. Prot. & Advocacy, Inc. v. Pa. Dep’t of Pub. Welfare, 402 F.3d 374, 379 (3d Cir.2005) (internal quotations and citations omitted). “[Sjummary judgment may not be granted, however, if there is a disagreement over what inferences can reasonably be drawn from the facts even if the facts are undisputed.” Nathanson v. Med. Coll. of Pa., 926 F.2d 1368, 1380 (3d Cir.1991). III. ' Pursuant to 42 U.S.C. § 1983, Plaintiffs seek to hold both the Board and the individual School Defendants liable for constitutional violations. To impose liability on the Board under § 1983, Plaintiffs must show a “relevant [ ] policy or custom, and that the policy caused the constitutional violation ... allege[d].” Natale v. Camden County Corr. Facility, 318 F.3d 575, 583-84 (3d Cir.2003). See also Monell v. Dep’t of Soc. Servs., 436 U.S. 658, 694, 98 S.Ct. 2018, 56 L.Ed.2d 611 (1978) (“a local government may not be sued under § 1983 for an injury inflicted solely by its employees or agents. Instead, it is when execution of a government’s policy or custom, whether made by its lawmakers or by those whose edicts or acts may fairly be said to represent official policy, inflicts the injury that the government as an entity is responsible under § 1983.”). To impose liability on the individual defendants, Plaintiffs must show that each one individually participated in the alleged constitutional violation or approved of it. C.H. v. Oliva, 226 F.3d 198, 201-02 (3d Cir.2000) (en banc). The individual defendants, however, may be entitled to qualified immunity if “ ‘their conduct does not violate clearly established statutory or constitutional rights of which a reasonable person would have known.’ ” Wilson v. Layne, 526 U.S. 603, 609, 119 S.Ct. 1692, 143 L.Ed.2d 818 (1999) (quoting Harlow v. Fitzgerald, 457 U.S. 800, 818, 102 S.Ct. 2727, 73 L.Ed.2d 396 (1982)). In assessing qualified immunity, 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.” Conn v. Gabbert, 526 U.S. 286, 290, 119 S.Ct. 1292, 143 L.Ed.2d 399 (1999). See also Sutton v. Rasheed, 323 F.3d 236, 250 n. 27 (3d Cir. 2003) (reasoning that, because the directive in Wilson is mandatory, a district court “can decide the issue of qualified immunity only after it has concluded that a cause of action has been stated,” and therefore, courts of appeals initiates its inquiry by examining whether plaintiffs have alleged a constitutional violation). Under this framework, the existence of a constitutional violation is the threshold inquiry. rv. In the course of analyzing the compelled speech claim, the District Court concluded that the evidence on summary judgment supported only a finding that the Board intended the survey to be voluntary. See 319 F.Supp.2d at 491 (“[E]ven construing all facts in the light most favorable to the non-movants, the record does not support Plaintiffs’ contention that the students were compelled by Defendants to disclose any information. All of the evidence obtained through discovery indicates that Defendants had fully intended the survey to be voluntary, made considerable efforts to make known the voluntary nature of the survey to the parents and teachers, and took reasonable actions to ensure that the survey was in fact administered in a fashion so that the students would understand it was voluntary.”) (emphasis omitted); see also id. at 492 (“the Board’s policy and practice was for student survey responses to be voluntary, anonymous and confidential.”). The District Court also concluded that, to the extent Plaintiffs sought to hold the Board liable under Section 1983 for failure to supervise any school administrator who might have made the survey mandatory, the record did not indicate that the School Defendants had contemporaneous knowledge of any subordinates’ failure to follow instructions, or that the School Defendants had tacitly approved of any compulsion brought to bear on students by its subordinates. See id. at 492. As to the individual School Defendants, the District Court concluded that the summary judgment record “points to neither participation nor approval by [them] of any unconstitutional actions.” Id. On appeal, Plaintiffs contend that summary judgment was improperly granted to the School Defendants because there remains a dispute over what are, in this case, the two key facts — i.e., whether the survey was voluntary and whether it was anonymous. The governing legal framework outlined above requires that these two key facts be analyzed in two ways: First, we must ask whether the record could support a finding that the survey, as actually administered, was involuntary and non-anonymous. And if the record would 'support such a finding, we must then inquire whether the record would also support that the Board actually intended for the survey to be involuntary and non-anonymous, such that the Board might be liable under § 1983 for an unconstitutional policy or practice. On the existing record, we find a genuine issue of material fact as to whether the survey was voluntary, both as administered and as intended by the Board. At the same time, however, we find that the summary judgment record supports only one finding as to anonymity and that is that the survey, as administered and as intended by the Board, was anonymous. We explain both conclusions in Part IV, sub-sections A & B. Then, in Part V, we explain why, even assuming the survey was involuntary, no constitutional violations have been shown. A. Voluntariness . 1. Administration of the survey A myriad of direct and indirect evidence coalesces to support the reasonable inference that the survey, as actually administered, was involuntary. First and perhaps most critically, the direct evidence relevant to what occurred on survey day in the High School and the Benjamin Franklin Middle School — even with Senior Plaintiffs admission that her administrator instructed students that the survey was voluntary — supports an inference of involuntariness in administration. Relevant to events at the Middle School, Middle School Plaintiff testified that students in her homeroom where she took the survey were told by teacher Mr. Grasso that “you have to take [the survey].” Mr. Grasso admitted he may not have told his class the survey was voluntary, and could not recall his superiors giving him instruction as to actual administration. At the High School, both Freshman and Senior Plaintiffs testified that they heard a loud speaker announcement that they interpreted to warn that anyone not taking the survey would receive “a cut.” The instructions read at the High School did not inform students that the survey was voluntary, stressed that students were to answer questions “seriously” and “honestly” and asked students to “please begin.” These instructions echo what students might hear before mandatory state testing. And, despite being present during the actual administration, Defendant High School Principal Mucciolo did not intercede to add to the spoken instructions that the survey was voluntary. Second, a form returned to Search Institute with the completed surveys under the auspices of Dr. Verdicchio indicated that 100% of students in grades 7-12 participated in the survey. In a district as large as Ridgewood, such a high compliance level alone lends considerable support to a finding of involuntariness in administration. Such a finding is further bolstered here by evidence that another student (not a plaintiff) who was absent on survey day from the George Washington Middle School was required “to make it up” on the day he returned. Overall, the record suggests that school officials attempted to ensure the fullest participation possible. It would be permissible to infer therefrom that the survey was administered as involuntary. Third, while the record reveals numerous efforts made by the district and community organizations to notify parents of the survey and encourage them to review it in advance, the evidence also shows that no consent form was distributed to parents nor were parents ever instructed how to avoid their child’s participation if a parent objected to the survey. We are not in the business of second-guessing public school decision-making, and thus we offer no comment on the legality or wisdom of this approach. Nonetheless, we believe that a jury could view such as supporting an inference of involuntariness in actual administration. On a related note, the evidence also shows the absence of any advance warning of the exact dates on which the survey would be administered. See A. 642 (Superintendent Stokley’s May 19 letter, providing “The [HHRC] and a coalition of twenty Ridgewood organizations are making plans to survey our village youth, ages 12-19, in September [1999].”); A. 687 (Superintendent Stokley’s September 1 letter, providing “[i]n late September [1999], Village youth will be asked to complete a survey ... The voluntary and anonymous survey will be made available to young people in grades 7-12.”). A jury could legitimately wonder how a parent who objected to the survey could seek to avoid it for their child. On what day would the parent keep the child home from school or instruct her to hand in a blank survey? A jury could reasonably think it unrealistic in this age of busy, working parents and busy, scheduled children that a letter warning of a survey on a date uncertain would be sufficient to allow a parent to act on an objection. For this reason, we reject the District Court’s finding that parents were given an opt-out option in this situation. Fourth, the survey was administered in a setting that may have suggested to some students that participation was mandatory. Completion of the survey was estimated to take an entire class period, and all students were required to remain in the room and at their desks during this period. In short, the procedure was very much like the procedure that is customarily followed when a test is administered, and this similarity may well have suggested to students that the survey, like a test, had to be completed and handed in. Overall, we conclude that because the record would permit an inference of involuntariness in administration, the District Court overstepped its role in concluding that the survey was voluntary. 2. Board policy The harder question in this case is whether the record could also support a finding that the Board and certain individual School Defendants intended for the survey to be involuntary in administration — in other words, whether it was Board policy to administer the survey as involuntary. Such a finding is necessary to hold the Board liable under § 1983, and to ensure that this case is not merely one of subordinates defying instruction. See Natale, 318 F.3d at 583 (state agency cannot be held liable under § 1983 for the acts of its employees under a theory of respon-deat superior or vicarious liability). As the District Court identified, there is certainly much evidence in the record to support that the Board intended the survey to be voluntary. See 319 F.Supp.2d at 491-92. However, our review has convinced us that much of the same evidence outlined above could also reasonably lead a jury to infer that the Board intended the survey to be involuntary. One might infer, especially in light of the close ties between certain School Defendants and the HRCC and/or Community Vision Team, that the School Defendants took advantage of the compulsory nature of the school setting to ensure a high level of participation in the survey which they supported as a method of information gathering. One might also infer that parental consent was not solicited and Superintendent Stokley’s letter purposefully left out the exact date of administration in an effort to ensure the fullest participation. Additionally, one might examine the events leading up to administration at the two school buildings and conclude that administrators purposefully provided inadequate direction to administrators or failed to correct misinformation in an attempt to promote participation. While we tend to think that the stronger inference on this record is simply one of lack of attention to some key details as opposed to intent, we cannot rule out that a jury might examine the evidence and reasonably indulge an inference of intent. Thus, we conclude that the summary judgment record would also support a finding that the, survey as intended by the Board and certain School Defendants acting on behalf of the Board was involuntary. The District Court erred in holding to the contrary. B. Anonymity On the other hand, we conclude that Plaintiffs have failed to identify a genuine issue of material fact as to anonymity. While the District Court did not separately treat the evidence as to anonymity, it' clearly viewed the record as supporting only a finding that the survey as actually administered and as intended by the Board was anonymous. See 319 F.Supp.2d at 492 (“For the reasons already stated, the Board’s policy and practice was for student survey responses to be ... anonymous”); id. at 494 (“The information ... was obtained anonymously, in confidence and the individual results were not publicly disseminated”). On appeal, Plaintiffs point to the following evidence as creating a genuine issue of material fact on anonymity: Middle School Plaintiff testified that her survey booklet had affixed to it a sticker seeking identifying information and one student had a teacher look over his shoulder, observe his responses and make him retake the survey in a one-on-one setting, and at least one student who missed the survey was identified and made to take it in a one-on-one or small setting. We deem this evidence insufficient as a matter of law to support a factual finding in Plaintiffs’ favor. Only Middle School Plaintiff recalled the sticker. Against this evidence, Mr, Grasso explained why such stickers would not have been used and every other School Defendant stressed that anonymity was maintained. Additionally, while a few students (notably not the Student Plaintiffs, and out of over 2000 students who took the survey district-wide) were placed in settings with a potential to compromise anonymity, there is no evidence that anonymity was actually compromised. Instead, the record reflects that the surveys were treated as anonymous during the actual administration and afterwards. Additionally, we do not believe the record would support an inference that the Board intended the survey to be non-anonymous. The record shows that anonymity and confidentiality — as opposed to voluntariness — were consistently stressed to parents, principals and survey administrators. V. The existence of a disputed issue of material fact as to voluntariness, however, does not preclude summary judgment for the School Defendants in this case. Even if we assume, as the District Court did, that the survey was purposefully administered as involuntary, no violation of the right to privacy or the First Amendment right against compelled speech has been shown. Before we address the constitutional claims, we deem it appropriate to dispose of the primary argument for affirmance advanced by the School Defendants (and supported by The National School Boards Association and the New Jersey School Boards Association as amici): that because Ridgewood, as a New Jersey school district, is mandated to teach students about many of the sensitive topics included on the survey, no constitutional violation can be shown. We reject this argument. The scope of the right to privacy is defined by the Constitution and may not be restricted by a state legislature or by state education officials. School-sponsored speech may be restricted for legitimate pedagogical purposes, Hazelwood Sch. Dist. v. Kuhlmeier, 484 U.S. 260, 108 S.Ct. 562, 98 L.Ed.2d 592 (1988), and it seems clear that a school may compel some speech for such purposes. For example, a school may compel a student to write a paper on a particular topic even if the student would prefer to write on a different topic. How far a school may go in compelling speech for what it views as legitimate pedagogical purposes is a difficult and unsettled question. We need not explore that question here, however, because the survey administered at Ridge-wood was not chosen by New Jersey as a means of advancing education, but by a group of local organizations and district officials who deemed it convenient to use the local school district as the venue for administration. The record reflects that the survey was not administered in the letter or spirit of fulfilling New Jersey’s educational requirements, but rather as a means to collect information to enable laudatory social programs. A. Right to Privacy The United States Constitution does not mention an explicit right to privacy and the United States Supreme Court has never proclaimed that such a generalized right exists. The Supreme Court has, however, found certain “zones of privacy” in the amendments to the Constitution, see Roe v. Wade, 410 U.S. 113, 152-153, 93 S.Ct. 705, 35 L.Ed.2d 147 (1973) (tracing this development), and from these zones has specified that the constitutional right to privacy “protects two types of privacy interests: ‘One is the individual interest in avoiding disclosure of personal matters, and another is the interest in independence in making certain kinds of important decisions.’ ” Hedges v. Musco, 204 F.3d 109, 121 (3d Cir.2000) (quoting Whalen v. Roe, 429 U.S. 589, 599-600, 97 S.Ct. 869, 51 L.Ed.2d 64 (1977) (footnote omitted)). See also Sterling v. Borough of Minersville, 232 F.3d 190, 193-196 (3d Cir.2000) (tracing the development and treatment of the right to privacy in Supreme Court and Third Circuit jurisprudence). The “important decisions” referred to in the latter strand of the privacy protection “have encompassed ‘matters relating to marriage, procreation, contraception, family relationships, and child rearing and education.’” United States v. Westinghouse Elec. Corp., 638 F.2d 570, 577 (3d Cir.1980) (quoting Paul v. Davis, 424 U.S. 693, 713, 96 S.Ct. 1155, 47 L.Ed.2d 405 (1976)). Plaintiffs alleged violations of both types of privacy interests in this case; we address each in turn. 1. Disclosure of personal matters “[T]he right not to have intimate facts concerning one’s life disclosed without one’s consent” is “a venerable [right] whose constitutional significance we have recognized in the past.” Bartnicki v. Vopper, 200 F.3d 109, 122 (3d Cir.1999) (citing Paul P. v. Verniero, 170 F.3d 396 (3d Cir.1999) (collecting cases)). “In determining whether information is entitled to privacy protection, [this Court] ha[s] looked at whether it is within an individual’s reasonable expectations of confidentiality. The more intimate or personal the information, the more justified is the expectation that it will not be subject to public scrutiny.”' Fraternal Order of Police v. City of Philadelphia, 812 F.2d 105, 112 (3d Cir.1987). As we explained in Sterling, “[o]ur jurisprudence takes an encompassing view of [the] information entitled to a protected right to privacy.” 232 F.3d at 195. Thus, we have deemed to be protected a private employee’s medical information when sought by the government, Westinghouse Elec., 638 F.2d 570, medical, financial and behavioral information relevant to á police investigator’s ability to work in dangerous and stressful situations, Fraternal Order of Police, 812 F.2d 105, a public employee’s medical prescription record, Doe v. Southeastern Pennsylvania Trans. Auth. (SEPTA), 72 F.3d 1133 (3d Cir.1995), a minor student’s pregnancy status, Gruenke v. Seip, 225 F.8d 290 (3d Cir.2000), sexual orientation, Sterling, 232 F.3d 190, and an inmate’s HIV-positive status, Doe v. Delie, 257 F.3d 309 (3d Cir.2001). The constitutional right to pri-. vacy extends to minors. See Application of Gault, 387 U.S. 1, 13, 87 S.Ct. 1428, 18 L.Ed.2d 527 (1967) (“neither the Fourteenth Amendment nor the Bill of Rights is for adults alone”); Gruenke, 225 F.3d 290 (reversing summary judgment and remanding for consideration of minor student’s disclosure-based privacy claim). The right to avoid disclosure of personal matters is not absolute, however. “Public health or like public concerns may justify access to information an individual may desire to remain confidential.” Sterling, 232 F.3d at 195 (citing Westinghouse Elec., 638 F.2d at 577); see also Fraternal Order of Police, 812 F.2d at 110 (“Disclosure may be required if the government interest in disclosure outweighs the individual’s privacy interest”). As we explained in Westinghouse Electric, in order to decide whether an intrusion into an individual’s privacy is justified, “we must engage in the delicate task of weighing competing interests.” 638 F.2d at 578. The following, factors should be considered: “the type of record requested, the information it does or might contain, the potential for harm in any subsequent nonconsensual disclosure, the injury from disclosure to the relationship in which the record was generated, the adequacy of safeguards to prevent unauthorized disclosure, the degree of need for access, and whether there is an express statutory mandate, articulated public policy, or other recognizable public interest militating toward access.” Id. In this case, the District Court found that the information requested, as it related to sexual activity, drug and alcohol use and relationships, was “of course [] intimate and private.” 319 F.Supp. at 495. We agree. The District Court, however, then rejected that a constitutional violation had been shown because it found unmet what it considered to be two threshold requirements to an actionable disclosure claim — i.e., (1) actual disclosure of a land that would permit identification between the individual and the personal information, and (2) disclosure that was involuntary in nature. See id. at 494-495. Additionally, the District Court reasoned that, even were it to ignore such threshold requirements, the claim would still fail under the balancing test of Westinghouse Electric. See id. at 495. Because we recognize the existence of a genuine issue of material fact on voluntariness, we will not affirm the District Court’s rejection of the disclosure-based privacy claim on the ground that disclosure was voluntary. However, we agree that the claim fails under the balancing test. The cases in which a disclosure-based privacy violation has been found involve situations where there was either actual identification or the disclosure of identifying information such as would allow the individual to be identified and ultimately connected to his or her private information. In Whalen, for example, the challenged statutory scheme required the disclosure of a patient’s name, address and age, as well as the drug prescribed, to state health officials. 429 U.S. at 593, 97 S.Ct. 869. Similarly, in Fraternal Order of Police, job applicants challenged certain intimate questions appearing on a employment questionnaire which required the applicant to identify himself by name. Doe v. SEPTA, in which this Court addressed as a threshold matter the existence of disclosure as a prerequisite to the assertion of a disclosure-based privacy claim, is also instructive. SEPTA provided a self-insured health care program and the official responsible for containing program costs requested prescription utilization reports from Rite-Aid, the program’s sole prescription provider. The report listed by name those employees filling prescriptions at a cost of $100 or more per month, along with the drugs supplied. The official deduced therefrom that Plaintiff Doe was HIV positive and shared this information with another 'Official then aiding the cost-containment efforts. In this context, we explained: we must first assess whether, and to what extent, [the official] disclosed [plaintiffs] prescription drug information. Obviously, no privacy violation would have takén place had the information from Rite-Aid come in encoded form.... ' Doe would have no cause of action if all that had- been disclosed were that an unknown number of people at SEPTA were purchasing Retrovir for the treatment of HIV-related illnesses. Therefore, such disclosure as occurred came only when Doe’s name was revealed with respect to his purchase of drugs under SEPTA’s prescription drug program. 72 F.3d at 1138 (emphasis added). In Doe, we went on to determine that the Employer’s need for access outweighed the Employee’s interest in confidentiality. We conclude that Plaintiffs’ disclosure-based privacy claim fails under the balancing test. As the District Court correctly noted, the first five factors of the test (i.e., the type of record requested, the information it does or might contain, the potential for harm in any subsequent non-consensuab disclosure, and the injury from disclosure to the relationship in which the record was generated) account for the individual’s privacy expectation while the final two factors account for' the governmental interest in disclosure.. We adopt the District Court’s assessment of the first five factors, and thus find thát while the privacy expectation is great, the privacy side of the balance is nonetheless lessened because disclosure of personal information occurred only in the aggregate and personal information was adequately safeguarded. See 319 F.Supp.2d at 495-96. As we explained above, the record shows that the survey was administered as anonymous. The survey did not ask students to identify themselves by name or address. While the survey did seek some statistical information that could conceivably be used to trace a student’s identity, the record reflects confidentiality in the administration, collection and storage of the surveys prior to submission to Search Institute for tabulation of results. Once tabulated, the surveys were destroyed. The information, moreover, while publicly disclosed, was revealed only