NCIER®

Survey Methodology

297 claims on pp. 4–163 (fact 169, statement 80, conclusion 2, conjecture 1, definition 45).

Claims about Survey Methodology

Fact [V] p005-05

Thanks to Dopp, Wagner, Kim, Lu and Colvin for design, management, data and programming help

The HSOAC team thanks RAND colleagues Alex Dopp for consultation on implementation science during survey design; Lisa Wagner and Brian Kim for assisting with survey management; Ruolin Lu for serving as the data manager for this survey; and Tim Colvin for programming the survey.

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Fact [V] p006-05

Joint effort included a nationally representative survey of 1,746 principals

To provide a comprehensive picture of BTAM implementation, the practices that schools are using to identify and manage potential threats to schools, and the potential solutions to strengthen BTAM across the United States, the joint HSOAC-NTAC research effort included a nationally representative survey of 1,746 principals across the country implementing BTAM practices at their schools.

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Fact [V] p006-06

Survey asked about implementation, team composition, incidents referred, and operating, sustaining a

Survey respondents were asked questions about the initial implementation of their school’s BTAM program, the composition of their BTAM team, and the types of incidents referred to and addressed by their BTAM team, as well as a broad set of questions about operating, sustaining, and improving BTAM practices at their schools.

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Fact [V] p022-20

Principals received detailed questions about their school's BTAM program

Participating principals received detailed questions about their school’s BTAM program—ranging from which school and outside personnel are on their BTAM team, what specific BTAM models they are using, and the steps they took during the initial program implementation phase to perceptions of BTAM’s impact

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Statement [V] p027-08

Figure 2.1 note: survey item on having a BTAM team or other formal group at school or district

“During this school year (2024–2025), does your school or school district have a behavioral threat assessment and management (BTAM) team or any other formal group of persons tasked with identifying and assessing students who might be at risk for violent or harmful behavior (toward themselves or others)?”

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Statement [V] p027-10

Figure 2.1 note: survey item on whether an outside BTAM team serves the school

“Some schools are served by BTAM teams external to a school or district. These teams may be managed by a community organization; a local, county, state, or federal government entity; a law enforcement agency; or other organizations. Is your school served by an outside BTAM team?”

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Statement [V] p027-11

Figure 2.1 note: survey item on a school-based team not called BTAM; N = 1,746

“Does your school have a school-based team that makes decisions regarding serious student behavioral concerns that is not referred to as a behavioral threat assessment and management (BTAM) team? This could be a team associated with a multi-tiered system of support (MTSS) or positive behavioral interventions and supports (PBIS) that makes decisions about individualized interventions for serious behavioral concerns” (N = 1,746)

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Statement [V] p030-08

Figure 2.2 note: survey item on having a BTAM team or other formal group at school or district

“During this school year (2024–2025), does your school or school district have a behavioral threat assessment and management (BTAM) team or any other formal group of persons tasked with identifying and assessing students who might be at risk for violent or harmful behavior (toward themselves or others)?”

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Statement [V] p030-10

Figure 2.2 note: survey item on whether an outside BTAM team serves the school

“Some schools are served by BTAM teams external to a school or district. These teams may be managed by a community organization; a local, county, state, or federal government entity; a law enforcement agency; or other organizations. Is your school served by an outside BTAM team?”

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Statement [V] p030-11

Figure 2.2 note: survey item on a school-based team not called BTAM; N = 1,746

“Does your school have a school-based team that makes decisions regarding serious student behavioral concerns that is not referred to as a behavioral threat assessment and management (BTAM) team? This could be a team associated with a multi-tiered system of support (MTSS) or positive behavioral intervention system (PBIS) that makes decisions about individualized interventions for serious behavioral concerns” (N = 1,746)

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Statement [V] p031-15

Figure 2.3 note: survey item on having a BTAM team or other formal group at school or district

“During this school year (2024–2025), does your school or school district have a behavioral threat assessment and management (BTAM) team or any other formal group of persons tasked with identifying and assessing students who might be at risk for violent or harmful behavior (toward themselves or others)?”

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Statement [V] p031-16

Figure 2.3 note: survey item on a school-based team not called BTAM; N = 1,746

“Does your school have a school-based team that makes decisions regarding serious student behavioral concerns that is not referred to as a behavioral threat assessment and management (BTAM) team? This could be a team associated with a multi-tiered system of support (MTSS) or positive behavioral intervention system (PBIS) that makes decisions about individualized interventions for serious behavioral concerns” (N = 1,746)

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Statement [V] p034-15

"Working well" question asked of principals present at implementation who saw program as effective

We asked those principals involved in the initial implementation of a specific BTAM program and who perceived that the BTAM program was working effectively at their schools how long it took them to get the BTAM program to the point of “working well.”

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Fact [V] p034-17

Footnote: challenge questions asked only of those using a model and present at implementation

The questions on challenges experienced during the initial implementation phase were only asked to principals who said their team was using a named model that we listed, an “Other” model, or a locally created one and who said they were around for the initial implementation of this model.

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Statement [V] p035-17

Table 3.1 survey question: agreement with positive BTAM implementation statements (n = 450)

This table depicts response data from the following survey question: “The following table includes a number of positive statements that could describe the implementation of behavioral threat assessment and management (BTAM) in a school. Indicate the extent to which you agree or disagree with each statement as a descriptor of your experience implementing BTAM in your school” (n = 450).

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Fact [V] p035-18

Table 3.1 includes only schools with a BTAM team using a model and present at initial implementation

The table includes only those who said that their school has a school- or district-level BTAM team; their team was using a named model that we listed, an “Other” model, or a locally created one; and they were around for the initial implementation of this model.

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Statement [V] p036-09

Figure 3.2 survey questions on effectiveness, time in place, and program use (n = 441)

This figure depicts response data from the following survey questions: “How effective do you believe this BTAM team is at maintaining school safety?” “Approximately how many school years has this BTAM team been in place?” and “How long has your school used [AUTOFILL] program?” (n = 441).

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Statement [V] p038-14

Footnote: respondents also saw behavioral scenarios and follow-up questions on BTAM roles

We also presented survey respondents with a set of behavioral scenarios and associated follow up questions to explore how they viewed the role of their BTAM teams in response to different types of incidents.

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Statement [V] p039-16

Figure 4.1 source item and n: scope of behavior to which the BTAM team responds (n = 1,635)

This figure depicts response data from the following survey questions: “What is the scope of the threatening or concerning behavior to which your school or district's BTAM team responds?” (n = 1,635).

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Fact [V] p040-14

Note: authors confirmed principals' familiarity in the survey (Table A.8)

At the onset of this project, we were concerned that principals may not always be familiar enough with their school- or district-level BTAM teams to be able to answer detailed questions about how these teams operate. Therefore, we confirmed principals' familiarity in our survey (see Appendix A, Table A.8).

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Fact [V] p041-16

Number and types of specialists can drive BTAM team performance, so composition was a focus of the s

Because the number and types of specialists that are part of the team can drive the performance of BTAM teams, team composition and roles that different individuals play on the team were significant focuses of the survey.

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Statement [V] p046-10

Survey asked about officers' role on team and frequency of criminal justice outcomes

In our survey, we explored the involvement of law enforcement in BTAM by asking respondents about officers’ role on the team and assessing the frequency of criminal justice–related outcomes in the BTAM process (we discuss the latter in more detail in Chapters 8, 10, and 11).

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Statement [V] p050-16

Fig 5.5 survey items and n = 1,408

This figure depicts response data from the following survey questions: “Does your school or district budget include dedicated funding to support your BTAM program?” “How often does your BTAM team meet?” “How often do the members of your BTAM team receive training and/or professional development related to BTAM?” “Has your school or district established written standard operating procedures (SOPs) for how your BTAM team functions on a day-to-day basis?” “Does your school or district have an explicit policy document that establishes and defines your BTAM program?” and “Which person(s) are regular members of this BTAM team?” (n = 1,408).

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Statement [V] p052-09

Survey item on model use: five named models, a model not listed, or a locally developed model

We asked schools whether they used a named model to structure their approach to BTAM, allowing them to select among a list of five named models; specify the name of a model not included in the response options; or indicate that they used a locally developed model that draws on other models and resources to fit their needs.

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Statement [V] p055-08

Figure 7.1 note: main-drivers question (n = 452), select up to three

Sample (N = 452) · Principals answering the implementation drivers question

This figure depicts response data from the following survey question: “What were the main drivers for the implementation of your BTAM program?” (n = 452). Respondents were instructed to select up to three responses.

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Fact [V] p055-09

Figure 7.1 note: Other 7 percent, Don’t know 3 percent, None of these 2 percent

Sample (N = 452) · Principals answering the implementation drivers question

Respondents were also given an “Other” option, selected by 7 percent of respondents; a “Don’t know” option, selected by 3 percent of respondents; and a “None of these were main drivers” option, selected by 2 percent of respondents.

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Statement [V] p055-14

Principals were given a list of planning actions drawn from the literature on implementation

Drawing on the published literature describing how schools plan and prepare for the implementation of new programs, and the types of activities that are recommended as part of implementation efforts, we provided principals with a list of actions their school or district administrators may have taken as part of this process

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Statement [V] p056-14

Figure 7.2 note: actions-before-implementation question (n = 451), select all that apply

This figure depicts response data from the following survey question: “Which of the following actions do you know your school took before implementing its BTAM program?” (n = 451). Respondents were instructed to select all that apply.

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Statement [V] p058-08

Table 8.1 presents four operational types and the percentage of principals choosing each

Table 8.1 presents the four operational types included in a survey question focused on the assessment process and the percentage of principals who indicated that the option best described the structure and processes of their BTAM teams.

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Statement [V] p059-05

Table 8.1 survey question on how team operates when assessing seriousness (n = 1,394)

NOTE: This table depicts response data from the following survey question: “Which of the following statements best describes how your BTAM team operates when it is assessing the seriousness of a particular student’s behavior or potential threat during a team meeting?” (n = 1,394).

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Statement [V] p059-13

Principals were given a list of 14 potential data sources

We provided principals with a list of 14 potential data sources in our survey, ranging from interviews with students, school staff, and parents to reviewing discipline, academic, and other school records; law enforcement records; and social media accounts for referred students.

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Statement [V] p060-15

Figure 8.1 survey question on how often the team uses each source (n = 1,395)

NOTE: This figure depicts response data from the following survey question: “When a student is referred to your BTAM team for concerning behavior, how often does your team use the following sources of information to assess the level of risk posed by the student?” (n = 1,395).

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Statement [V] p062-06

Principals were given four options for how their BTAM team decides on an intervention plan

We presented principals with four options for how their BTAM team might decide on an intervention or safety plan for a student assessed as posing a risk of harm and asked them to select which statement best describes their team’s process.

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Statement [V] p065-15

Figure 9.1 note: survey question on use of options in intervention plans (n = 1,384)

NOTE: This figure depicts response data from the following survey question: “When your BTAM team intervenes with a student who is assessed as being at some risk of causing harm to themselves or others, how commonly are the following options part of the resulting intervention or safety plan?” (n = 1,384).

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Statement [V] p067-09

Figure 9.2 note: survey questions on expulsion, school change, long suspension, and arrest or prosec

NOTE: This figure depicts response data from the following survey questions: “When your BTAM team assesses students, how frequently are students expelled, placed in a different school, or suspended for one month or more for their threatening or concerning behavior?” and “When your BTAM team assesses students, how frequently are students arrested or prosecuted for their threatening or concerning behavior?” (n = 1,379).

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Statement [V] p067-17

Survey asked about four services provided at no cost, inside or outside school

We asked whether schools provide four different types of services at no cost to students’ families either inside school or outside school through an external service provider: skill-building services, mental health counseling or care, substance use treatment, and family support and intervention programming.

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Fact [V] p067-18

Four services chosen because they often require licensed professionals and are more likely offered o

We specifically selected these four intervention options because they often require licensed clinicians, therapists, or other professionals, and are more likely to be offered outside school, relative to such options as peer mentoring programs or extra academic support.

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Statement [V] p071-05

Fig 10.1 survey question on what the team does after a plan is implemented (n = 1,379)

This figure depicts response data from the following survey question: “Which of the following statements best describes what your BTAM team does after a student’s behavioral intervention or safety plan has been implemented?” (n = 1,379).

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Fact [V] p074-04

Survey presented scenarios and asked three questions about responses before detailed BTAM questions

Before principals answered any detailed questions about their BTAM team and program, we presented them with a series of scenarios describing distinct school safety incidents and then asked three questions about how they would respond to each specific incident.

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Fact [V] p075-10

Up to 12 options listed for initial decisionmaker, including BTAM team and administrators

Therefore, we listed up to 12 options, including the BTAM team and a teacher or school administrator (e.g., principal or assistant principal); a counselor, nurse, social worker, or psychologist; an SRO (or other school-based law enforcement officer), non-school-based law enforcement officer, security officer or guard;

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Fact [V] p077-17

Respondents saw some initial-decisionmaker options only if their school had such personnel

With the exceptions of teacher; school administrator; non-school-based law enforcement; and MTSS, PBIS, or other behavioral support team, respondents only saw each potential initial decisionmaker if they responded previously that they had such personnel at their school.

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Definition [V] p095-10

Figure 12.2 survey question: impact of BTAM program on outcomes at school (n = 1,377)

This figure depicts response data from the following survey question: “What impact do you think your BTAM program has had on the following outcomes at your school?” (n = 1,377).

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Definition [V] p096-15

Figure 12.3 survey question: impact of BTAM program on school climate (n = 1,377)

This figure depicts response data from the following survey question: “What impact do you think your school or district’s BTAM program has had on school climate at your school?” (n = 1,377).

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Fact [V] p096-17

Figure 12.3 bar does not sum to 100 percent because of rounding

Sample (no n: a percentage change, not a share of a sample) · a percentage that is not a share of a sample (e.g. a percentage-point change or a weighted estimate of the population)

Bar does not sum to 100 percent because of rounding.

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Definition [V] p097-17

Figure 12.4 survey question: impact of BTAM program on outcomes at school (n = 1,377)

This figure depicts response data from the following survey question: “What impact do you think your BTAM program has had on the following outcomes at your school?” (n = 1,377).

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Definition [V] p097-20

Figure 12.4 asterisk marks significant difference of secondary vs. elementary principals

An asterisk (*) indicates that the percentage of principals in secondary schools who said decreased or significantly decreased was statistically significantly different from the percentage of principals in elementary schools who said similarly.

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Definition [V] p098-13

Figure 12.5 survey question: impact of BTAM program on outcomes at school (n = 1,377)

This figure depicts response data from the following survey question: “What impact do you think your BTAM program has had on the following outcomes at your school?” (n = 1,377).

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Definition [V] p101-21

Leadership-change question is a proxy measure of program resilience to staffing changes

As a proxy measure to capture the resilience of a school’s BTAM program to changes in staffing, we asked principals whether they perceived that a leadership change (for instance, were they to vacate their position) would result in changes to their school’s use of or approach to BTAM.

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Definition [V] p102-15

Figure 13.2 survey item: Would a leadership change result in changes to BTAM use or approach? (n = 1

This figure depicts response data from the following survey question: “Would a leadership change at your school (e.g., were you to vacate your position) result in changes to your school's use of or approach to BTAM?” (n = 1,376).

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Definition [V] p103-22

Figure 13.3 survey item: challenges in operating BTAM program (n = 1,376)

This figure depicts response data from the following survey question: “Is your school experiencing or has it experienced any of the following challenges when it comes to operating its BTAM program?” (n = 1,376).

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Definition [V] p104-15

Principals were asked whether BTAM teams engaged in activities from after-action reviews to feedback

In our survey, we asked principals if their schools’ BTAM teams engaged in any such activities, ranging from after-action reviews of past cases to systematic data analyses across cases and gathering feedback from program participants.

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Fact [V] p112-02

Items administered in eight modules; not all respondents received each module (A.1-A.65)

Our survey items were administered as part of eight different modules, and not all respondents received each module (Tables A.1–A.13 in Module 1; Tables A.14–A.19 in Module 2; Tables A.20–A.30 in Module 3; Tables A.31–A.32 in Module 4; Tables A.33–A.50 in Module 5; Tables A.51–A.57 in Module 6; Tables A.58–A.60 in Module 7; and Tables A.61–A.65 in Module 8).

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Definition [V] p113-08

Table A.3 note: According to the U.S. Department of Education’s definition, violent incidents includ

According to the U.S. Department of Education’s definition, violent incidents include rape or attempted rape, sexual assault other than rape, physical attacks or fights with or without a weapon, threat of physical attacks with or without a weapon, and robbery with or without a weapon (Burr et al., 2024, p. 3).

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Fact [V] p114-13

Table A.8: Not very familiar (e.g., you may have referred students, but are not extremely knowledgea

Sample (N = 1441) · Appendix A table base (respondents answering the table question; see note for tables)

Not very familiar (e.g., you may have referred students, but are not extremely knowledgeable about its processes) | 4.2

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Fact [V] p114-15

Table A.8: Extremely familiar (e.g., you are a member of the team or lead it, or otherwise have deta

Sample (N = 1441) · Appendix A table base (respondents answering the table question; see note for tables)

Extremely familiar (e.g., you are a member of the team or lead it, or otherwise have detailed knowledge) | 70.9

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Fact [V] p116-04

Table A.13 note: n = 247. Only respondents who said their school has a school-based team that makes

n = 247. Only respondents who said their school has a school-based team that makes decisions regarding serious student behavioral concerns that is not referred to as a behavioral assessment and management (BTAM) team saw this question.

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Fact [V] p120-07

Module routing: respondents with a BTAM team or other school-based team received it

Respondents who indicated that their school had a school- or district-level BTAM team (or another school-based team that makes decisions regarding serious student behavioral concerns that is not referred to as a BTAM team) received this module.

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Fact [V] p120-08

Official-BTAM-team respondents told to answer from knowledge of their team

At the beginning of the module, respondents that indicated they had an official BTAM team received the following instructions, “You indicated that your [AUTOFILL] has a BTAM team. Please answer the following questions based on your knowledge of that team.”

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Fact [V] p120-12

Unofficial-team respondents told to answer about their team's practices

Respondents who indicated they had an unofficial BTAM team received the following instructions: “You indicated your school has a school-based team that makes decisions regarding student behavioral and other concerns. This team is not explicitly considered a behavioral threat assessment and management team. Please answer the following questions based on your knowledge of that team’s practices (although the questions will refer to it as a BTAM team).”

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Fact [V] p121-23

Table A.22 note: Only respondents who said their school has a school- or district-level BTAM team...

Only respondents who said their school has a school- or district-level BTAM team (or an alternative team that performs BTAM-like functions) and that this team includes school-based or non-school-based law enforcement saw this question.

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Fact [V] p123-07

Table A.25 note: Only respondents who said their school has a school- or district-level BTAM team...

Only respondents who said their school has a school- or district-level BTAM team (or an alternative team that performs BTAM-like functions) and that their team was using (1) a named model that we listed, (2) an “Other” model, or (3) a locally developed model saw this question.

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Fact [V] p123-14

Table A.26 note: Only respondents who said their school has a school- or district-level BTAM team...

Only respondents who said their school has a school- or district-level BTAM team (or an alternative team that performs BTAM-like functions) and that their team was using (1) a named model that we listed or (2) an “Other” model saw this question.

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Fact [V] p124-12

Table A.27 note: Only respondents who said their school has a school- or district-level BTAM

Only respondents who said their school has a school- or district-level BTAM team (or an alternative team that performs BTAM-like functions), that their team was using (1) a named model that we listed or (2) an “Other” model saw this question, and that said their school has made changes to the model saw this question.

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Fact [V] p124-17

Table A.28 note: Only respondents who said their school has a school- or district-level BTAM

Only respondents who said their school has a school- or district-level BTAM team (or an alternative team that performs BTAM-like functions) and that their team was using (1) a named model that we listed, (2) an “Other” model, or (3) a locally developed model saw this question.

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Fact [V] p125-13

Table A.29 note: Only respondents who said their school has a school- or district-level BTAM

Only respondents who said their school has a school- or district-level BTAM team (or an alternative team that performs BTAM-like functions); that their team was using (1) a named model that we listed, (2) an “Other” model, or (3) a locally developed model; and that said they were around for the initial implementation of this model saw this question.

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Fact [V] p126-04

Table A.30 note: Only respondents who said their school has a school- or district-level BTAM

Only respondents who said their school has a school- or district-level BTAM team (or an alternative team that performs BTAM-like functions); that their team was using (1) a named model that we listed, (2) an “other” model, or (3) a locally developed model; and that said they were around for the initial implementation of this model saw this question.

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Fact [V] p126-11

Table A.31 note: Only respondents who said their school has a school- or district-level BTAM

Only respondents who said their school has a school- or district-level BTAM team (or an alternative team that performs BTAM-like functions); that their team was using (1) a named model that we listed, (2) an “Other” model, or (3) a locally developed model; that they were around for the initial implementation of this model; and that their BTAM team is somewhat or very effective at maintaining school safety saw this question.

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Fact [V] p127-15

Table A.32 note: Only respondents who said their school has a school- or district-level BTAM

Only respondents who said their school has a school- or district-level BTAM team (or an alternative team that performs BTAM-like functions); that their team was using (1) a named model that we listed, (2) an “Other” model, or (3) a locally developed model; and that said they were around for the initial implementation of this model saw this question.

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Fact [V] p146-01

Appendix B describes survey of nationally representative K-12 principals via ASLP

In this appendix, we describe our methods for administering a survey to a nationally representative sample of K–12 public school principals via RAND’s American School Leader Panel (ASLP) and for analyzing the results of that survey.

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Fact [V] p146-12

Survey designed for principals in schools with and without BTAM teams, with different pathways

The survey was intentionally designed to gather information from both principals in schools with and without BTAM teams. More specifically, the survey was designed to allow respondents to progress through different pathways depending on their specific school context, as shown in Figure B.1.

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Fact [V] p146-15

Schools without BTAM teams (or only an external team) got a shorter survey, at most 15 minutes

Respondents in schools that did not have BTAM teams (or had only an external team) progressed through a shorter survey, designed to take at the most 15 minutes to complete. These participants received more scenarios about discipline incidents at their schools.

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Statement [V] p148-02

Scenario question 2: what actions would this person or group likely take or recommend

Below is a list containing a wide variety of options schools can use to respond to concerning student behaviors, depending on their seriousness. Most incidents would involve only a subset of these options. What action(s) would this person or group at your school likely take or recommend in response to this student’s behavior?

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Statement [V] p149-01

Scene A | Low | Elementary: a student repeatedly disruptive in class, wandering, interrupting, and s

A | Low | Elementary | A student is repeatedly disruptive in class, wandering the classroom, interrupting the lesson by talking to other students, and sometimes shouting loudly to get attention. The student does not respond to multiple teacher requests to stop their behavior.

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Statement [V] p149-02

Scene B | Low | Elementary: a student who regularly disrupts class (not considered threatening by te

B | Low | Elementary | A student regularly engages in disruptive behavior during class, but their teachers do not consider their behavior threatening. Last school year, the family declined staff suggestions that the student might benefit from supports for neurodiverse learners. This school year, the student’s behavior has escalated, and the student is involved in a physical altercation with another student that does not result in injuries.

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Statement [V] p149-03

Scene C | Medium | Elementary: a pushing altercation on the bus, the student saying they were trippe

C | Medium | Elementary | A student gets into a pushing altercation with another student on the bus. After the altercation is broken up by the bus driver, the student says they were responding to having been tripped while they were walking down the aisle. During the discussion with the student, the bus driver believes they smell alcohol on the student’s breath. The parents of the other student involved in the altercation call the school the next day concerned for their child’s safety on the bus.

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Statement [V] p149-04

Scene D | Medium | Elementary: a student shouting “I am going to kill you for that” at another stude

D | Medium | Elementary | A student has an intense verbal confrontation with another student at school, shouting, “I am going to kill you for that.” The student has no history of fighting or disruptive behavior but has had academic problems. A teacher who spoke with the student does not believe the threat was serious but does note that the student started crying during their conversation and would not share why they were so upset.

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Statement [V] p149-05

Scene E | Medium | Elementary: a student's drawing assignment depicting someone shooting at a group

E | Medium | Elementary | In a drawing assignment that asked students to visualize different ways to solve problems, a student draws a graphic picture of someone shooting at a group of people, including details like bleeding and other physical injuries. The teacher mentions previous unsuccessful attempts to contact the student’s family about their academic progress, and that the student had recently appeared withdrawn and sad in class.

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Statement [V] p149-06

Scene F | Medium | Elementary: a student with a history of emotional outbursts, non-compliance and d

F | Medium | Elementary | A student has a history of emotional outbursts and non-compliance with directions, including behaviors involving misuse of and damage to school property (e.g., pushing books off shelves, throwing objects). After a teacher attempts to redirect the behavior and takes their materials away, the student shouts, “You will be sorry tomorrow you did that.” The school established there were firearms in the home when responding to past behavioral incidents involving same student.

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Statement [V] p149-07

Scene G | Medium | Elementary: a peer reporting a student repeatedly writing disturbing notes, incre

G | Medium | Elementary | A peer reports that a fellow student has been repeatedly writing them disturbing notes. The student continues to send the notes after having been asked to stop and does not seem concerned about the effects they have been having on the other student. The notes have become more concerning over time, including descriptions of inappropriate contact, but do not include any explicit threats. The student is known to come from an unstable home environment, and the school became aware last year that the student was making repeated comments to their peers about a recent school shooting.

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Statement [V] p149-08

Scene H | High | Elementary: a student with a history of fights and disruption who complained of bei

H | High | Elementary | A student has a history of getting into fights with other students at school and being generally disruptive in the classroom. Earlier this year, the student complained about being singled out and bullied by many other members of the class. The student was later caught bringing a knife to school, explaining it was “for protection,” and an investigation determined that there were firearms in the family home. After a fight on the playground with a classmate, the student yells that “he’d be sorry” and warned another classmate that “they shouldn’t come to school tomorrow.”

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Statement [V] p150-01

Scene I | Low | Secondary: a student repeatedly disruptive in biology class, talking or playing on t

I | Low | Secondary | A student is repeatedly disruptive in their biology class, talking with other students or playing on their phone. Though in a course normally taken by students one grade below theirs, the student still appears to be struggling with the material. The teacher has made attempts to correct or redirect the behavior but has been unsuccessful and reached a point where frustration is affecting the entire class.

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Statement [V] p150-02

Scene J | Medium | Secondary: a student who regularly misses and is late to class, talks back aggres

J | Medium | Secondary | A student regularly misses classes and is repeatedly late to class. The student talks back to teachers in an aggressive tone when they are confronted about their tardiness and absences. After hearing breaking glass in a school bathroom, a hall monitor checks in to find a broken beer bottle on the bathroom floor; the student had just been seen exiting the bathroom.

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Statement [V] p150-03

Scene K | Medium | Secondary: two students pushing each other during a P.E. soccer activity who back

K | Medium | Secondary | During P.E., two students begin pushing each other during a soccer activity. When the P.E. teacher approaches and tells them to stop, both back off and apologize to varying degrees. The teacher notices and is concerned that one of the students still appears angry and agitated after the fight.

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Statement [V] p150-04

Scene L | Medium | Secondary: a student showing a pocketknife to other students in the hallway, sayi

L | Medium | Secondary | A teacher observes a student in the hallway between classes showing off a pocketknife to a group of other students. When questioned, the student replies they only wanted to show their new knife to their friends. No other students present at the time report that the student made threats or engaged in other concerning behavior. The student voluntary relinquishes the knife to the teacher when asked.

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Statement [V] p150-05

Scene M | Medium | Secondary: a student with a 504 plan who distracts peers and rarely completes ass

M | Medium | Secondary | A student regularly distracts peers with side conversations during class and rarely completes assignments despite having a 504 plan for additional academic support. After sustained disruptive behavior, the teacher moves the student to another seat in the classroom, which causes the student to complain they were treated unfairly. The teacher is asked to come to the office to discuss the situation with the student and school staff, at which point the student begins yelling profanities at the teacher. Last year, the student needed to be restrained after becoming violent with a teacher during a school field trip.

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Statement [V] p150-06

Scene N | Medium | Secondary: a student noticing another student especially interested in the Columb

N | Medium | Secondary | A student notices that another student in class is especially interested in the details of the Columbine High School shooting and the personal history of the students involved. The student repeatedly brings up the attackers by name during discussions with peers and has been searching for information about the incident on their school laptop. The teacher has also noticed that the student has become increasingly withdrawn in class.

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Statement [V] p150-07

Scene O | Medium | Secondary: a classmate reporting that a student is connected to a social media ac

O | Medium | Secondary | A classmate reports that another student at school is connected to a social media account that has posted threats targeting the school. A review of the account finds posts with pictures of weapons, discussions of grievances justifying violence, and indicators the author may be suicidal. The posts do not include specific details of planned violence but do carry an increasingly urgent and desperate tone. The student has also become increasingly isolated at school, and their grades have dropped. No information other than the classmate’s word connects the student to the account.

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Statement [V] p150-08

Scene P | High | Secondary: a hallway fight where an aggressor shouted “see you tomorrow for another

P | High | Secondary | A fight breaks out in the hallway during passing time, and student witnesses reported hearing one of the aggressors shout, “see you tomorrow for another round,” and the bullied student replying, “Fine. This ends tomorrow.” The incident involves a student who has a history of being bullied and was caught brandishing a knife (which they said they needed “to try to get all of them to stop”) last school year. An investigation determined that there were unsecured firearms in the family home.

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Fact [V] p151-06

Two analysis goals set before fielding; first: national estimates for principals and schools

Before going into the field, researchers identified two main goals for analysis. The first goal was to produce estimates that generalize to the national population of U.S. public school principals and the schools in which they serve.

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Fact [V] p152-14

Anticipated about 80 percent of 1,650 completes (n = 1,320) on full survey, 20 percent (n = 330) on

Sample (n = 1320 of 1650) · Targeted number of completed surveys (design target)

We anticipated that about 80 percent of the 1,650 completes would receive the full survey and be asked detailed questions about their BTAM program (n = 1,320) and 20 percent would receive the shorter survey (n = 330).

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Fact [V] p152-15

Underestimated principals reporting another school-based team that is not called a BTAM team

However, we underestimated the number of principals who would indicate that their school had another “school-based team that makes decisions regarding serious student behavioral concerns that is not referred to as a behavioral assessment and management (BTAM) team” and receive the longer survey pathway.

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Fact [V] p153-03

Weighting accounts for selection probability and response likelihood, then calibrates to the populat

The weighting process accounts for the probability of selection into the survey from the panel and the likelihood an invited principal completes the survey (the response weight), and these likelihoods are combined and calibrated to reproduce the population distribution of K–12 educators.

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Definition [V] p153-05

Interim weight 1: calibrated weight of the sampling frame, matched to NTPS national characteristics

calibrated weight of the sampling frame (a calibration weight that assigns a weight for each panelist based on individual- and school-level characteristics so that the sum of the weights along the calibration factors closely match the national characteristics of the national population of public school principals based on the NCES’s National Teacher and Principal Survey)

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Fact [V] p163-02

Research effort included a nationally representative survey of principals

To provide a comprehensive picture of BTAM implementation, the practices that schools are using to identify and manage potential threats to schools, and develop solutions to strengthen BTAM across the country, the research effort included a nationally representative survey of principals across the country exploring BTAM practices at their schools.

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