A copyrighted, peer-reviewed instrument
The Perception of School Social Bonding (PSSB) Instrument
A ten-item measure of why students show up: how attached, involved, and invested they feel in the school in front of them.
Most attendance data answers one question: did the student come. The Perception of School Social Bonding (PSSB) instrument was built to answer a harder one: did the school give them a reason to. It asks students, in their own voice, how attached they feel to the adults around them, how involved they are in the life of the building, and how much they believe school is worth their investment.
The PSSB was originally developed by Dr. Carolyn S. Gentle-Genitty in 2008, out of her doctoral research into chronic truancy, and was later validated for structural and concurrent reliability with co-authors Dr. Gil Keppens (Tilburg University, the Netherlands) and Dr. Christopher A. Kearney (University of Nevada, Las Vegas). It is a copyrighted instrument: the ten items, their scoring, and the underlying model belong to Dr. Gentle-Genitty, and any research, clinical, or commercial use requires permission (see Citation & Copyright below).
Theoretical foundation
The instrument is grounded in Travis Hirschi’s 1969 social bond theory, which proposes that a person’s ties to conventional life run along four lines: attachment to others, commitment to long-term goals, involvement in conventional activity, and belief in the legitimacy of shared rules. Hirschi’s central claim was not that troubled young people feel differently; it is that weaker bonds along these lines leave more room for behavior that works against the group.
The PSSB translates that theory into a school setting and, through factor analysis, resolves it into three subscales that held up statistically across a large, diverse student sample. Commitment is folded into the belief items in the validated model, rather than standing alone.
Attachment
Whether a student has adults at school they can talk to, who notice them, and who encourage their future.
Involvement
Whether a student takes part in and leads extracurricular or school-time activities.
Belief
Whether a student holds the school’s rules and effort as worth their investment.
Development & validation
Dr. Gentle-Genitty develops an initial 39-item pool grounded in Hirschi’s social bonding constructs, as part of her doctoral research on chronic truancy at Indiana University.
The instrument is field-tested through community partnerships with Indianapolis Public Schools and across eight Indiana public schools (n = 2,620 students), with reliability analyses trimming the item pool toward its final form.
Field use expands well beyond the original Indianapolis pilot: cumulative administration reaches more than 100 Indiana schools and more than 10,000 students. Part of that reach runs through the Children’s Policy and Legal Initiative of Indiana (CPLI), which folds the PSSB into its PSDI school-climate assessment program, extending the measure beyond students to also capture parents’ and staff perceptions of school climate.
Full structural and concurrent validation is published, open access, in Contemporary School Psychology: a three-factor model (Attachment, 4 items; Involvement, 3 items; Belief, 3 items) is confirmed in a sample of 3,507 students, with subscale reliability of α = .74–.83. Involvement and belief scores are found to be inversely associated with chronic absenteeism; the paper’s authors note the instrument’s brevity may make it useful as a universal screening measure within multi-tiered systems of support.
Recognition by the American Psychological Association
PsycTESTS
The PSSB is catalogued in the APA’s PsycTESTS database, the association’s registry of psychological tests and measures, under the record filed by Dr. Gentle-Genitty in 2017:
https://doi.org/10.1037/t16357-000Coverage of the instrument in Tes Magazine has described the PSSB as “endorsed by the American Psychological Association (APA).” The precise, verifiable fact is its registration in PsycTESTS; readers evaluating the instrument for their own use are encouraged to review the underlying validation study directly.
International reach
The PSSB is the measurement instrument at the center of a new four-country pilot study examining how social environment shapes youth behavior. Led by Dr. Lukasz Szwejka of Jagiellonian University (Poland), the study will use the PSSB to assess emotional connection, involvement, and belief among young people placed in residential care, rehabilitation, and correctional settings, testing whether an integrated model of criminological theory explains delinquency better than any single factor, and whether that explanatory power varies by culture.
The research team’s working hypothesis is that family bonds carry more protective weight in Poland and Sri Lanka, individual self-control matters more in England, and peer and collective environment matter more in Uzbekistan and Sri Lanka. Findings from the pilot were not yet published at the time this page was written.
Sample results: what a school learns
A PSSB administration comes back as more than a single score. It comes back benchmarked against other schools and broken out by student group, so a building can see not just how it’s doing, but where the gap actually sits. Below are real results from one 9th-grade center’s report, compared against 4,176 students across 20 participating Indiana schools.
Overall school bonding, averaged across all PSSB items, 1–5 scale. Difference is statistically significant at p < .05.
- The school scored significantly lower than the network average on all three subscales, attachment, involvement, and belief/commitment, not just the overall composite.
- No significant differences emerged by race, either on overall bonding or on any of the three subscales, within this school’s student body.
- Boys reported significantly higher overall bonding than girls (2.66 vs. 2.33), driven mainly by a gap in involvement (3.09 vs. 2.55, boys vs. girls).
| Respondents | n | % |
|---|---|---|
| Girls | 53 | 67.9% |
| Boys | 25 | 32.1% |
| Ages 11–15 | 79 | 91.9% |
| Ages 16–20 | 7 | 8.1% |
| White | 32 | 41.0% |
| Hispanic | 21 | 26.9% |
| Black | 19 | 24.4% |
| Other / not listed | 5 | 6.4% |
| Asian | 1 | 1.3% |
n = 89 students at this school; demographic categories as reported. This is the level of detail a school receives back: not just where it stands, but which student groups are driving the difference, the same signal the validation study points to for use in multi-tiered systems of support.
In the press
“There is no quick fix for attendance, but my research suggests that a focus on school bonding, and the data that informs it, can help schools begin to take control of the situation.” Dr. Carolyn Gentle-Genitty, “Could ‘school bonding’ be the key to fixing attendance?”, Tes Magazine, 2 September 2025
Press release
Copyrighted school-bonding instrument developed in Indianapolis now catalogued by the APA, entering four-country study
The Perception of School Social Bonding (PSSB) instrument, a ten-item measure developed by Dr. Carolyn S. Gentle-Genitty to assess how attached, involved, and invested students feel in their schools, has reached two milestones in its seventeen-year development: full structural and concurrent validation in the peer-reviewed journal Contemporary School Psychology, and inclusion in a new international pilot study across Poland, Uzbekistan, Sri Lanka, and England.
The validation study, co-authored with Dr. Gil Keppens of Tilburg University and Dr. Christopher A. Kearney of the University of Nevada, Las Vegas, tested the instrument with 3,507 students and confirmed a three-factor structure measuring Attachment, Involvement, and Belief. Involvement and Belief scores were found to be inversely associated with chronic absenteeism, results the authors say support the instrument’s use as a brief, universal screening measure within multi-tiered systems of support.
The PSSB is also catalogued in the American Psychological Association’s PsycTESTS database (doi: 10.1037/t16357-000). It is now the core measurement tool in a pilot study led by Dr. Lukasz Szwejka of Jagiellonian University in Poland, examining school bonding and delinquency among youth in residential care and correctional settings across four countries.
“This instrument started with one question I couldn’t stop asking as a caseworker and a researcher: what makes a young person decide a place is worth showing up for,” said Dr. Gentle-Genitty, CEO of Attendance USA. “Seeing it validated, catalogued by the APA, and now tested across four very different countries tells me the question travels further than Indiana.”
The PSSB is copyrighted by Dr. Gentle-Genitty. Researchers, districts, and organizations interested in using the instrument should contact Attendance USA directly for permission, or download the instrument below.
Media contact: Dr. Carolyn S. Gentle-Genitty, CEO, Attendance USA | info@attendanceusa.org | Indianapolis, IN
Citation & copyright
To cite the validated instrument:
To cite the APA registry record:
Copyright. The Perception of School Social Bonding (PSSB) instrument, its items, scoring protocol, and underlying model are copyrighted by Dr. Carolyn S. Gentle-Genitty (2008—2026). The validation article above is published open access; the instrument itself is not released for unrestricted use. Researchers, districts, and organizations wishing to administer the PSSB should request permission at info@attendanceusa.org, or download the instrument directly below.
Coming soon
Schools and districts will be able to request a direct link to administer the PSSB to their students and partner with Attendance USA, for a small fee, to analyze the results and turn them into action. Contact info@attendanceusa.org to be notified when this opens.