Parental Attitudes Toward Antisocial Behavior —Seattle Social Development Project

Abstract

The Parental Attitudes Toward Antisocial Behavior scale is a brief, highly reliable psychometric instrument developed within the landmark Seattle Social Development Project (SSDP) and subsequently incorporated into the Communities That Care (CTC) Youth Survey. Designed to evaluate an adolescent’s subjective perception of their parents’ or primary caregivers’ normative standards and standards of behavioral disapproval, the instrument measures a fundamental protective factor within the family domain. The scale comprises three standardized items focusing on explicit antisocial manifestations: petty theft, intentional property vandalism (graffiti), and direct interpersonal physical violence. Respondents rate these items using a 4-point Likert-type response scale ranging from 1 (Not wrong at all) to 4 (Very wrong). Psychometric investigations across diverse, longitudinal community samples have demonstrated robust unidimensionality, high internal consistency (with Cronbach’s alpha coefficients routinely ranging between .78 and .84), and extensive measurement invariance across racial, ethnic, and socioeconomic cohorts. The scale displays profound predictive validity, longitudinally forecasting reduced initiation of juvenile delinquency, diminished school disciplinary actions, reduced violent crime perpetration, and lower rates of illicit substance use throughout middle and high school. By quantifying perceived parental disapproval, the instrument operationalizes core tenets of the Social Development Model, providing researchers, criminologists, and clinical prevention scientists with an efficient, empirically validated measurement tool for etiology research and community-wide intervention evaluation.

Keywords

Parental Attitudes Toward Antisocial Behavior, Seattle Social Development Project, Social Development Model, Communities That Care, juvenile delinquency, family protective factors, behavioral norms, youth violence prevention, perceived parental disapproval, adolescent psychometrics

Authors

The instrument was developed and refined by investigators at the Social Development Research Group (SDRG) within the School of Social Work at the University of Washington, Seattle, Washington, USA. The principal investigators and psychometricians responsible for the design, theoretical grounding, and longitudinal validation of the measure include:

• J. David Hawkins, Ph.D. — Endowed Professor Emeritus of Prevention, School of Social Work, and Founding Director of the Social Development Research Group, University of Washington.
• Richard F. Catalano, Ph.D. — Professor Emeritus of Social Work and Co-Founder of the Social Development Research Group, University of Washington.
• Michael W. Arthur, Ph.D. — Research Professor Emeritus, Department of Psychology and Social Development Research Group, University of Washington.
• John A. Pollard, Ph.D. — Psychometrician and Methodologist, former Senior Research Scientist at the Social Development Research Group, University of Washington.
• A. J. Baglioni Jr., Ph.D. — Quantitative Methodologist and Statistician, collaborator on the Communities That Care Youth Survey psychometric validation series.

Inquiries regarding the Seattle Social Development Project and the Communities That Care assessment infrastructure are coordinated through the Social Development Research Group, School of Social Work, University of Washington, 9725 3rd Ave NE, Suite 401, Seattle, WA 98115.

Purpose

The primary purpose of the Parental Attitudes Toward Antisocial Behavior scale is to assess an adolescent’s perception of clear parental standards and normative prohibitions regarding delinquent, aggressive, and disruptive behaviors. Within developmental psychopathology and developmental criminology, youth behavior is profoundly regulated not solely by objective parental behavior, but fundamentally by the internal cognitive schema an adolescent constructs concerning what their parents condone, tolerate, or condemn. When youth perceive that their parents hold unequivocal, stringent prohibitions against rule-breaking conduct, this internal representation acts as an active inhibitory control mechanism during moments of peer pressure, emotional dysregulation, or opportunistic temptation.

From an applied clinical and public health perspective, the instrument fulfills several critical operational functions:

• Epidemiological Surveillance and Needs Assessment: In municipal, school district, and community-wide prevention programming (such as those guided by the Communities That Care framework), the scale identifies populations where parental standards are perceived as weak, diffuse, or permissive, signaling an urgent need for universal or selective family-strengthening interventions.
• Longitudinal Etiological Research: The scale enables developmental sociologists and psychologists to track the stability, erosion, or evolution of perceived familial social control across key developmental transitions, such as the passage from late childhood into early and middle adolescence.
• Intervention Evaluation: Family-focused evidence-based preventive interventions—such as the Guiding Good Practice and Strengthening Families Program—seek explicitly to train parents in articulating unambiguous, enforceable family rules regarding antisocial conduct. This scale serves as a targeted outcome measure to evaluate whether programmatic training translated into clear youth-perceived normative prohibitions.

By capturing the adolescent’s perception across three distinct domains of antisocial behavior—property transgression, malicious environmental destruction, and physical interpersonal aggression—the measure yields an efficient, ecologically valid indicator of family-level behavioral governance.

Psychological Construct

The construct operationalized by this scale is Perceived Parental Antisocial Norms (specifically, parental normative disapproval of externalizing and antisocial actions). Within developmental psychometrics, this construct is distinct from parental monitoring, direct parental supervision, or general family attachment. While monitoring reflects parental tracking of whereabouts, and attachment captures emotional warmth and bonding, perceived parental attitudes measure the youth’s internal mental model of the parent’s moral boundaries and behavioral expectations.

The construct is comprised of three interrelated phenotypic indicators representing core facets of adolescent antisocial behavior as delineated in psychiatric nosology (e.g., DSM-5-TR conduct disorder criteria):

• Covert Instrumental Delinquency (Theft): Assessed via the item measuring perceived wrongness of stealing items worth more than $5. Theft represents covert property acquisition through illegitimate means. A youth’s appraisal of how strongly their parents object to petty theft tests the clarity of familial boundaries surrounding ownership, dishonesty, and fundamental legal boundaries.
• Malicious Environmental Defacement (Vandalism/Graffiti): Assessed via the item probing unauthorized drawing of graffiti, tagging, or marking of buildings and property. Graffiti and property destruction fall under deliberate vandalism. This indicator taps into perceived parental standards concerning community order, respect for communal or private spaces, and civic compliance.
• Overt Interpersonal Aggression (Physical Fighting): Assessed via the item capturing the perceived wrongness of picking a fight with someone. Interpersonal violence reflects overt externalizing aggression. Perceived parental condemnation of initiatory violence reflects the family’s norms regarding anger regulation, interpersonal conflict resolution, and proscriptions against physical harm.

The construct is conceptualized as a continuous, unipolar protective continuum. At the high end of the continuum (scores approaching 4.0), the adolescent perceives unambiguous, non-negotiable parental moral and behavioral boundaries; transgression is understood to elicit severe parental moral disapproval and disciplinary responses. At the low end of the continuum (scores approaching 1.0), the adolescent perceives normative ambiguity, parental indifference, tacit tolerance, or outright permissiveness regarding rule violations, removing an essential psychological buffer against delinquent peer influence.

Theoretical Framework

The conceptual engine driving the scale is the Social Development Model (SDM), formulated by J. David Hawkins and Richard F. Catalano in the early 1990s. The SDM is a sophisticated developmental synthesis that integrates empirical strengths from three classic criminological and sociological frameworks:

• Social Control Theory (Travis Hirschi): Postulates that individuals are naturally motivated toward deviance unless restrained by a robust social bond to conventional society, characterized by attachment, commitment, involvement, and belief in conventional rules.
• Social Learning Theory (Albert Bandura) and Differential Association Theory (Edwin Sutherland): Posit that criminal and conforming behaviors are learned through social interactions where behaviors are modeled, reinforced, and defined as acceptable or unacceptable.

The Social Development Model hypothesizes that prosocial behavioral trajectories are initiated when children are afforded meaningful opportunities for prosocial involvement within their primary socialization units (family, school, peer group). When youth actively participate in these domains, are recognized, and receive consistent reinforcement, they develop strong affective attachments to socialization agents (e.g., parents). This attachment establishes a social bond that fosters a psychological commitment to the normative expectations and moral standards held by those agents.

Within this theoretical architecture, parental attitudes serve a crucial mediating role. Even if a strong bond exists between an adolescent and their parent, if the parent’s standards regarding antisocial conduct are perceived as lenient, ambiguous, or favorable to delinquency, the bond will fail to protect against deviance. For the bond to yield social control, the parent must clearly articulate prosocial norms and strong behavioral disapproval of deviance. When parents convey that antisocial behaviors—such as stealing, defacing community infrastructure, or engaging in physical violence—are categorically “very wrong,” the adolescent internalizes these prohibitions as part of their own moral identity. Consequently, when encountering deviant peer pressure, the fear of damaging the parental bond and violating internalized familial norms exerts an immediate inhibitory effect, steering the youth toward prosocial alternatives.

Validity

The psychometric validity of the Parental Attitudes Toward Antisocial Behavior scale has been extensively documented in peer-reviewed prevention science, criminology, and developmental psychology literature across several decades.

Construct and Convergent Validity

Construct validity is substantiated by substantial correlations with conceptually related constructs within the family and behavioral ecology. Research evaluating the Communities That Care Youth Survey across multi-state representative samples (e.g., Arthur et al., 2002; Glaser et al., 2005) demonstrated that youth who perceive their parents as holding strong attitudes against antisocial behavior simultaneously report significantly higher levels of:

• Parental Monitoring and Supervision: Positive correlations ($r = .42$ to $.56$) with scales capturing parental awareness of peer associations and leisure activities.
• Family Attachment and Bonding: Significant positive associations ($r = .38$ to $.49$) with perceived emotional closeness to parents.
• Personal Antisocial Beliefs: Strong inverse associations ($r = -.45$ to $-.58$) with the adolescent’s own belief that moral rules can be broken or that delinquency is justifiable.

Discriminant Validity

Discriminant validity analyses demonstrate that while the scale correlates moderately with general family relationship quality, it remains distinct from constructs such as socio-economic status, broad parental scholastic involvement, and peer academic orientation ($r < .20$), indicating that the items tap specific normative boundaries rather than a diffuse, generalized halo effect of positive home life.

Predictive and Criterion Validity

The scale’s prospective criterion validity represents its most compelling psychometric asset. In longitudinal cohorts tracked through the Seattle Social Development Project and statewide CTC administrations:

• Juvenile Delinquency and Criminal Arrest: High baseline perceived parental disapproval measured at Grade 6 longitudinally predicted reduced rates of subsequent police contact, juvenile court referrals, and official arrest records through age 18, even after controlling for prior conduct problems and socioeconomic status (Odds Ratio [OR] ranging from 0.62 to 0.74 per standard deviation increase in protective score).
• Violent Offending: In targeted structural equation models focusing on youth violence (Hawkins et al., 2000; CDC Compendium, 2014), higher scores significantly reduced the probability of carrying weapons, physical assault, and gang involvement across a 3-year prospective follow-up window.
• Substance Use Initiation: Perceived parental disapproval of antisocial behavior demonstrated strong cross-domain spillover effects, significantly predicting delayed initiation of alcohol, tobacco, and cannabis use, underscoring that anti-delinquency family norms contribute to a general resilience shield against broad problem behaviors.

Reliability

The scale possesses exceptional reliability despite its parsimonious three-item structure, fulfilling the psychometric requirements for both population-level epidemiology and individualized behavioral screening.

Internal Consistency

Across diverse demographic samples, the instrument demonstrates high internal consistency:

• In the baseline and subsequent longitudinal panels of the Seattle Social Development Project, Cronbach’s alpha ($lpha$) for the three items consistently ranged between .78 and .84.
• In the cross-validation study of the Communities That Care Youth Survey across six states involving over 70,000 students (Arthur et al., 2002), the scale yielded an overall Cronbach’s alpha of .80 in 6th grade, .82 in 8th grade, and .81 in 10th and 12th grades.
• Subgroup psychometric analyses confirmed robust reliability across diverse racial and ethnic groups: African American ($lpha = .79$), European American ($lpha = .82$), Hispanic/Latino ($lpha = .80$), Asian American ($lpha = .81$), and Native American ($lpha = .78$) adolescent sub-samples, demonstrating that the scale functions consistently across diverse cultural contexts.

Test-Retest Stability

Short-term test-retest assessments conducted over a 2- to 4-week interval yielded intraclass correlation coefficients (ICC) ranging between .74 and .81, indicating strong measurement stability that is minimally susceptible to transient daily fluctuations in adolescent mood or recent minor family disagreements. Long-term developmental stability coefficients across 1-year intervals demonstrate moderate, theoretically coherent continuity ($r = .48$ to $.55$), reflecting both developmental stability and responsiveness to genuine shifts in family functioning and adolescent cognitive autonomy.

Factor Analysis

The structural dimensionality of the Parental Attitudes Toward Antisocial Behavior scale has been evaluated using both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) across numerous large-scale validation cohorts.

Exploratory Factor Analysis (EFA)

Initial principal components and principal axis factoring with promax rotation conducted during the CTC instrument refinement identified a definitive single-factor solution. The first unrotated eigenvalue routinely exceeds 2.15, accounting for approximately 71% to 75% of the total item variance, with no secondary eigenvalue exceeding 0.50. The scree plot shows an unambiguous “elbow” after the first factor, confirming clear unidimensionality.

Confirmatory Factor Analysis (CFA) and Fit Indices

Structural equation modeling and CFA conducted on large adolescent samples (Arthur et al., 2002; Pollard et al., 1999) evaluate the three items loading directly onto a single latent factor: Perceived Parental Disapproval of Antisocial Behavior. Standardized factor loadings across multiple grades and cohorts are uniformly strong:

• Item 1 (Theft > $5): Standardized factor loading $lambda = .76$ to $.82$
• Item 2 (Graffiti / Property Defacement): Standardized factor loading $lambda = .72$ to $.79$
• Item 3 (Pick a Fight): Standardized factor loading $lambda = .74$ to $.81$

Because a three-item single-factor model is just-identified ($df = 0$), evaluation of model fit is examined within higher-order multi-factor models incorporating the complete family domain of the Communities That Care survey (including parental monitoring, family conflict, and family opportunities for prosocial involvement). In these comprehensive structural models, the instrument displays outstanding fit indices:

• Comparative Fit Index (CFI): $ge .96$
• Tucker-Lewis Index (TLI): $ge .95$
• Root Mean Square Error of Approximation (RMSEA): $le .045$ ($90%\text{ CI } [0.038, 0.052]$)
• Standardized Root Mean Square Residual (SRMR): $le .032$

Measurement Invariance

Multi-group CFA testing has validated configural, metric (weak), and scalar (strong) invariance across biological sex (male vs. female) and across grade cohorts (middle school vs. high school). The equivalence of factor loadings ($Deltatext{CFI} < .01$) confirms that the scale measures the identical latent psychological construct with identical sensitivity regardless of gender or developmental stage.

Instrument / Measurement Tool

• Instrument Name: Parental Attitudes Toward Antisocial Behavior —Seattle Social Development Project (also embedded within the Communities That Care Youth Survey).
• Administration Format: Self-administered paper-and-pencil questionnaire or secure digital/web-based assessment. Can be administered individually or in group classroom settings.
• Target Population: Adolescents and youth aged 10 to 18 (typically Grades 5 through 12).
• Estimated Completion Time: 1 to 2 minutes (extremely low respondent burden).
• Item Count: 3 standardized items.
• Response Format: 4-point ordinal Likert-type scale with the following operational anchors:
  • 4 = Very wrong
  • 3 = Wrong
  • 2 = A little bit wrong
  • 1 = Not wrong at all
• Scoring Protocol:
  • Each item is assigned a numeric point value from 1 to 4 corresponding to the respondent’s selection.
  • Composite Mean Score: Calculate the arithmetic sum of the three item scores and divide by 3 (the total number of completed items):
    
    $$\text{Score} = \frac{\text{Item}_1 + \text{Item}_2 + \text{Item}_3}{3}$$
  • Score Range: 1.00 to 4.00.
  • Missing Data Rule: If an individual omits more than 1 item, the scale score is classified as missing. If 1 item is omitted, the mean of the remaining 2 items may be imputed.
• Clinical and Epidemiological Interpretation:
  • Higher Scores (3.50 – 4.00): Indicate robust perceived parental protective norms against delinquency. The adolescent perceives high, definitive familial standards that strongly inhibit deviance.
  • Moderate Scores (2.50 – 3.49): Indicate moderate perceived disapproval with potential ambiguity or inconsistency regarding certain delinquent acts.
  • Lower Scores (1.00 – 2.49): Indicate a significant family-level risk factor. The youth perceives parental permissiveness, indifference, or lack of clear disapproval toward serious antisocial conduct, elevating the statistical probability of externalizing pathology and delinquent peer affiliation.

Permissions & Fee and Test Year

The scale was formulated in the mid-1980s by the Seattle Social Development Project research team at the University of Washington, and was comprehensively published and standardized in psychometric validation studies during the 1990s and early 2000s (e.g., Arthur et al., 2002). The instrument was subsequently placed into the public domain via the Centers for Disease Control and Prevention (CDC) compendium, Measuring Violence-Related Attitudes, Behaviors, and Influences Among Youths: A Compendium of Assessment Tools (Dahlberg et al., 2005), and supported by the Substance Abuse and Mental Health Services Administration (SAMHSA).

Licensing and Fee Structure: The scale is in the public domain. There are no licensing fees, royalties, or mandatory purchase costs required for academic, clinical, governmental, or research use. Researchers and public health practitioners are permitted to reproduce and administer the scale freely, provided that appropriate scholarly attribution is accorded to the original authors and developers at the University of Washington Social Development Research Group.

References

• Arthur, M. W., Hawkins, J. D., Pollard, J. A., Catalano, R. F., & Baglioni, A. J. (2002). Measuring risk and protective factors for substance use, delinquency, and other adolescent problem behaviors: The Communities That Care Youth Survey. Evaluation Review, 26(6), 575–601. https://doi.org/10.1177/0193841X0202600601
• Catalano, R. F., & Hawkins, J. D. (1996). The social development model: A theory of antisocial behavior. In J. D. Hawkins (Ed.), Delinquency and crime: Current theories (pp. 149–197). Cambridge University Press. https://doi.org/10.1017/CBO9780511527623.007
• 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., p. 303). Centers for Disease Control and Prevention, National Center for Injury Prevention and Control. https://www.cdc.gov/violenceprevention/pdf/YV_Compendium.pdf
• Glaser, R. R., Van Horn, M. L., Arthur, M. W., & Hawkins, J. D. (2005). Measurement properties of the Communities That Care Youth Survey across demographic groups. Journal of Quantitative Criminology, 21(1), 73–102. https://doi.org/10.1007/s10940-004-1788-1
• Hawkins, J. D., Catalano, R. F., Kosterman, R., Abbott, R., & Hill, K. G. (1999). Preventing adolescent health-risk behaviors by strengthening protection during childhood. Archives of Pediatrics & Adolescent Medicine, 153(3), 226–234. https://doi.org/10.1001/archpedi.153.3.226
• Hawkins, J. D., Herrenkohl, T. I., Farrington, D. P., Brewer, D., Catalano, R. F., Harachi, T. W., & Cothern, L. (2000). Predictors of youth violence (Juvenile Justice Bulletin, NCJ 179065). Office of Juvenile Justice and Delinquency Prevention, U.S. Department of Justice. https://www.ojp.gov/pdffiles1/ojjdp/179065.pdf
• Pollard, J. A., Hawkins, J. D., & Arthur, M. W. (1999). Risk and protection: Are both necessary to understand diverse behavioral outcomes in adolescence? Social Work Research, 23(3), 145–158. https://doi.org/10.1093/swr/23.3.145

Items of the Scale