Self-Reported Delinquency—Problem Behavior Frequency Scale

Abstract

The Self-Reported Delinquency—Problem Behavior Frequency Scale (SRD-PBFS) is an 8-item psychometric instrument designed to assess the incidence and frequency of non-violent delinquency, covert antisocial behavior, and institutional rule violations among adolescents within a recent 30-day recall window. Originating from the seminal work on Problem Behavior Theory by Richard Jessor and Shirley L. Jessor (1977) and subsequently adapted by the Centers for Disease Control and Prevention (CDC) and youth violence researchers (e.g., Dahlberg et al., 2005; Farrell et al., 2000), the instrument evaluates covert and overt misbehavior, including school non-attendance, academic dishonesty, retail theft, peer property theft, vandalism, and evasion of fares. Respondents evaluate each item on a 6-point ordinal frequency scale ranging from 1 (Never) to 6 (20 or more times), yielding a composite delinquency score between 8 and 48. Psychometric investigations across diverse urban, suburban, and rural adolescent cohorts demonstrate robust internal consistency (Cronbach’s α typically ranging from .76 to .86; McDonald’s ω > .80), strong factorial validity supporting a primary unidimensional delinquency construct, and pronounced convergent validity with measures of peer delinquency, substance experimentation, and aggressive conduct. The SRD-PBFS serves as a brief, cost-effective, and methodologically rigorous tool for clinical screening, epidemiological surveillance, and the longitudinal evaluation of school- and community-based behavioral interventions.

Keywords

Self-Reported Delinquency, Problem Behavior Frequency Scale, Adolescent Delinquency, Externalizing Behavior, Juvenile Conduct, Vandalism, Truancy, Shoplifting, Problem Behavior Theory, Psychometrics

Authors

The foundational behavioral framework and original item prototypes were formulated by Richard Jessor, Ph.D., and Shirley L. Jessor, Ph.D., at the Institute of Behavioral Science, University of Colorado Boulder. The specific operationalization of this 8-item frequency scale was curated and standardized within adolescent violence and delinquency measurement batteries by researchers at Virginia Commonwealth University (e.g., Albert D. Farrell, Ph.D.) and formalized in federal public health documentation by the Centers for Disease Control and Prevention’s National Center for Injury Prevention and Control (Division of Violence Prevention), led by Linda L. Dahlberg, Ph.D., Susan B. Toal, M.P.H., and colleagues.

Purpose

The primary purpose of the Self-Reported Delinquency—Problem Behavior Frequency Scale is to capture reliable, standardized, self-disclosed behavioral frequencies of rule-breaking, property crimes, and institutional infractions among middle- and high-school-aged youth (approximately ages 11 to 18). Official administrative records, such as police arrest records or formal school disciplinary filings, significantly underrepresent the true base rate of adolescent misconduct due to selective enforcement, reporting biases, diversion programs, and undetected acts. By providing an anonymous or confidential self-report modality, the SRD-PBFS bypasses the filter of official apprehension, offering a more ecologically valid representation of externalizing behavior.

In clinical, educational, and forensic domains, the instrument functions as an efficient triage and progress-monitoring mechanism. School psychologists, clinical social workers, and juvenile justice practitioners utilize the scale to gauge the severity and diversity of an adolescent’s antisocial involvement, facilitating early intervention before subclinical conduct problems escalate into formal adjudication or legal entanglement. In prevention science and intervention research, the scale provides a quantitative metric capable of detecting behavioral changes following social-emotional learning curricula, restorative justice initiatives, community mentoring models, and family-focused behavioral therapies.

The theoretical rationale rests on capturing dynamic, recent occurrences (the past 30 days) rather than lifetime prevalence. A 30-day temporal window minimizes retrospective recall decay and provides the sensitivity necessary to evaluate short-term intervention outcomes. In tracking subtle shifts across pre-test, post-test, and short-interval follow-ups, the SRD-PBFS prevents ceiling and floor masking that frequently compromises lifetime cumulative indices.

Psychological Construct

The SRD-PBFS measures the broader psychological construct of adolescent non-violent delinquency, a central facet of the externalizing spectrum of psychopathology. Rather than evaluating aggressive physical violence against persons (which is typically addressed by parallel subscales, such as the Physical Aggression or Violence subscales of the broader Problem Behavior Frequency Scale framework), this tool targets covert and non-violent disruptive behaviors. The construct encompasses three intercorrelated behavioral subdomains:

• Property Offenses and Covert Thefts: This domain involves deliberate violations of property rights without direct interpersonal confrontation. Behaviors include sneak-theft within school contexts (“Stolen something from another student?”), commercial retail theft (“Taken something from a store without paying for it [shoplifted]?”), and service theft or fare evasion (“Snuck into someplace without paying such as movies, onto a bus or subway?”). These actions reflect impaired moral regulation, low risk aversion, and opportunistic antisocial impulsivity.
• Destructive Vandalism: This domain reflects active destruction or defacement of private or public physical property. Items include graffiti and defacement (“Written things or sprayed paint on walls or sidewalks or cars where you were not supposed to?”) and generalized property damage (“Damaged school or other property that did not belong to you?”). These behaviors represent physical expressions of covert externalizing conduct, often serving social-status-seeking functions within delinquent peer networks or acting as destructive outlets for frustration.
• Institutional and Academic Noncompliance: This dimension taps an adolescent’s rejection of conventional educational structures and formal institutional authority. Behaviors include intentional academic dishonesty (“Cheated on a test?”), truant disengagement (“Skipped school?”), and severe rule violations resulting in formal institutional sanctions (“Been on suspension?”). While suspension represents an institutional consequence rather than an unmediated act, its inclusion serves as a psychometric marker of behavioral severity and systemic friction within conventional societal institutions.

Together, these items form a continuous gradient of antisocial involvement, spanning from relatively normative minor status violations (e.g., skipping school, cheating) to criminal offenses that violate municipal codes (e.g., shoplifting, intentional property destruction).

Theoretical Framework

The SRD-PBFS is grounded in Problem Behavior Theory (PBT), introduced by Richard Jessor and Shirley L. Jessor (1977). PBT is a comprehensive socio-psychological framework asserting that adolescent behaviors are purposeful, goal-directed adaptations resulting from continuous dynamic transactions across three major systems: the Personality System, the Perceived Environment System, and the Behavior System.

Within the Behavior System, Jessor posits that specific problem behaviors do not occur in isolation. Instead, they organize into an interconnected “problem behavior syndrome.” Delinquent actions, substance use, early precocious sexual behavior, and academic truancy co-occur because they serve similar psychosocial functions, such as affirming autonomy from parental control, attaining peer approval, coping with developmental strain, or expressing opposition to conventional society. The SRD-PBFS isolates the delinquency axis of this behavioral system, quantifying the frequency with which an individual engages in behaviors that deviate from the social and legal norms of the broader society.

The scale also aligns with Travis Hirschi’s (1969) Social Bond Theory and Michael Gottfredson and Hirschi’s (1990) General Theory of Crime. Social Bond Theory suggests that delinquency manifests when an adolescent’s ties to conventional society become attenuated. The elements of the bond—attachment to pro-social others, commitment to conventional goals (e.g., educational success), involvement in conventional activities, and belief in moral validity of rules—act as natural insulators against antisocial choices. Elevated scores on the SRD-PBFS reflect the attenuation of commitment and belief, expressed through truancy, cheating, and property damage. Concurrently, from a General Theory of Crime perspective, the frequency of these behaviors serves as an empirical indicator of low individual self-control interacting with situational criminal opportunities.

Validity

Psychometric evaluations have established strong validity evidence for the SRD-PBFS across diverse adolescent populations:

• Construct and Structural Validity: Confirmatory factor analytic investigations demonstrate that the 8 items load heavily on a single overarching Delinquency factor, consistent with the theoretical premise of a generalized externalizing syndrome. Factor loadings for property destruction and theft items typically exceed .60, with academic noncompliance items showing robust loadings above .45.
• Convergent Validity: Scores on the SRD-PBFS demonstrate significant, positive correlations with related constructs. The scale correlates robustly with measures of peer delinquent associations (r = .42 to .58), self-reported frequency of alcohol, tobacco, and cannabis use (r = .38 to .52), and validated measures of physical aggression (r = .50 to .65). In addition, the scale correlates negatively with academic orientation, pro-social school bonding, and parental monitoring.
• Discriminant Validity: The scale clearly diverges from unrelated or theoretically distinct psychological constructs. Correlations with internalizing constructs—such as generalized anxiety, depressive symptom inventories, and somatic complaints—are consistently low to negligible (typically r < .15), establishing that the instrument measures externalizing conduct rather than general psychological distress.
• Criterion and Predictive Validity: Longitudinal validation studies show that baseline scores on the SRD-PBFS prospectively predict formal juvenile court referrals, out-of-school suspensions, school drop-out, and contact with law enforcement over 12- and 24-month follow-up intervals. In community violence studies, elevated scores consistently distinguish adolescents at risk for physical victimization and severe justice-system involvement from their non-delinquent peers.

Reliability

Empirical studies evaluating the SRD-PBFS demonstrate high internal consistency and temporal stability:

• Internal Consistency: Across diverse middle and high school normative samples, Cronbach’s alpha (α) coefficients routinely fall between .76 and .86. In high-risk, urban clinical, and juvenile justice samples where base rates of antisocial conduct are elevated, alpha values often reach or exceed .88. The composite McDonald’s omega (ω) values similarly surpass .80, indicating that total score variance is reliably attributable to the underlying latent construct without significant distortion from item error variance.
• Test-Retest Stability: Given that the SRD-PBFS uses a 30-day behavioral recall window, classic long-term test-retest reliability reflects behavioral fluctuation rather than measurement error. However, short-interval assessments (e.g., across 2 to 3 weeks without intervening interventions) yield intraclass correlation coefficients (ICCs) between .72 and .84, demonstrating substantial stability in adolescent behavioral reporting.
• Measurement Invariance: Multigroup confirmatory factor analyses demonstrate configural, metric, and scalar invariance across biological sex and racial/ethnic groups. This indicates that the 8 items measure the delinquency construct equivalently across subgroups, permitting meaningful comparisons of group means.

Factor Analysis

Because self-reported delinquency data among general adolescent populations typically exhibit severe positive skewness—with many respondents indicating “Never” on more severe offenses such as shoplifting or vandalism—appropriate psychometric evaluation requires categorical estimation techniques, such as Weighted Least Squares with Mean and Variance adjustment (WLSMV) or Full Information Maximum Likelihood (FIML).

In structural evaluations, an initial Exploratory Factor Analysis (EFA) yields a clear single-factor solution. The first eigenvalue substantially outpaces subsequent values (scree plots exhibit an unmistakable drop after the first component), accounting for over 45% to 55% of the total variance across items. Confirmatory Factor Analysis (CFA) modeling the 8 items on a single latent “Delinquency” dimension produces excellent goodness-of-fit indices:

• Comparative Fit Index (CFI) ≥ .96
• Tucker-Lewis Index (TLI) ≥ .95
• Root Mean Square Error of Approximation (RMSEA) ≤ .045 to .055 (90% CI [.032, .068])
• Standardized Root Mean Square Residual (SRMR) ≤ .040

Standardized factor loadings across studies consistently fall within the moderate-to-high range:

• Damaged property: λ = .68 – .78
• Written things or sprayed paint: λ = .65 – .75
• Taken something from a store (shoplifted): λ = .62 – .74
• Stolen something from another student: λ = .58 – .70
• Snuck into someplace without paying: λ = .55 – .66
• Skipped school: λ = .48 – .60
• Cheated on a test: λ = .42 – .55
• Been on suspension: λ = .50 – .64

While some researchers evaluating larger parent instruments (e.g., the complete 50+ item Problem Behavior Frequency Scale) model delinquency alongside distinct physical aggression and substance use factors, the 8 items featured here form a psychometrically sound, unidimensional delinquent behavior construct.

Instrument / Measurement Tool

The complete parameters and structural characteristics of the measurement tool are organized below:

• Instrument Name: Self-Reported Delinquency—Problem Behavior Frequency Scale (SRD-PBFS)
• Target Population: Adolescents and youth aged 11 to 18 (Grades 6 through 12).
• Administration Type: Self-administered paper-and-pencil or computer-assisted survey (confidential or anonymous).
• Administration Time: Approximately 3 to 5 minutes.
• Item Count: 8 items.
• Recall Period: Past 30 days (“In the last 30 days, how many times have you …”).
• Response Format: 6-point ordinal frequency scale:
  • 1 = Never
  • 2 = 1-2 times
  • 3 = 3-5 times
  • 4 = 6-9 times
  • 5 = 10-19 times
  • 6 = 20 or more times
• Scoring Protocol: Point values for all 8 items are summed to produce a composite delinquency total. The minimum possible score is 8 (indicating zero engagement in any listed delinquent behavior in the past month), and the maximum possible score is 48 (indicating high-frequency engagement across all behaviors). Alternatively, researchers may compute a mean item score ranging from 1.00 to 6.00 to retain the original frequency metric. Higher scores indicate greater frequency of delinquent and antisocial behavior.
• Subscale Computations: Although primarily treated as a single composite score, researchers occasionally examine property offenses (items 2, 3, 6, 7, 8) and school-based infractions (items 1, 4, 5) as separate descriptive indices.

Permissions & Fee and Test Year

The conceptual framework of the instrument stems from the pioneering work of Richard Jessor and Shirley L. Jessor published in 1977. The adapted 8-item frequency scale was compiled and made publicly available by the Centers for Disease Control and Prevention (CDC) within their authoritative publication, Measuring Violence-Related Attitudes, Behaviors, and Influences Among Youths: A Compendium of Assessment Tools (Dahlberg, Toal, Swahn, & Behrens, 2005).

As a publication produced by the United States federal government, the compendium and the contained assessment instruments reside within the public domain. The SRD-PBFS may be utilized, reproduced, and administered by researchers, educators, clinicians, and evaluators without licensing fees or formal royalty obligations. When using or adapting the scale, professional standards require appropriate scholarly attribution and citation of the foundational authors (Jessor & Jessor, 1977) and the CDC Compendium (Dahlberg et al., 2005).

References

• Dahlberg, L. L., Toal, S. B., Swahn, M., & Behrens, C. B. (2005). Measuring Violence-Related Attitudes, Behaviors, and Influences Among Youths: A Compendium of Assessment Tools (2nd ed.). Centers for Disease Control and Prevention, National Center for Injury Prevention and Control. https://www.cdc.gov/violenceprevention/pdf/YV_Compendium.pdf
• Farrell, A. D., Kung, E. M., White, K. S., & Valois, R. F. (2000). The structure of self-reported aggression, drug use, and delinquent behaviors during early adolescence. Journal of Clinical Child Psychology, 29(2), 282–292. https://doi.org/10.1207/S15374424jccp2902_13
• Gottfredson, M. R., & Hirschi, T. (1990). A general theory of crime. Stanford University Press.
• Hirschi, T. (1969). Causes of delinquency. University of California Press.
• Jessor, R., & Jessor, S. L. (1977). Problem behavior and psychological development: A longitudinal study of youth. Academic Press.
• Jessor, R. (1991). Risk behavior in adolescence: A psychosocial framework for understanding and action. Journal of Adolescent Health, 12(8), 597–605. https://doi.org/10.1016/1054-139X(91)90007-K

13. Items of the Scale (Questionnaire)