1. Abstract
The Rutgers Teenage Risk and Prevention Questionnaire (RTRPQ), specifically its Connectedness and Social Support Items, is a specialized psychometric screening and assessment battery engineered to evaluate social capital, adolescent-adult connectedness, relational support structures, and protective developmental buffers among adolescents. Originally formulated by Michael J. Nakkula and colleagues at the Rutgers University Graduate School of Applied and Professional Psychology (GSAPP) in 1990, with subsequent augmentations by the Institute of Behavioral Science (IBS) at the University of Colorado Boulder, the instrument operationalizes relational assets that mitigate adolescent engagement in delinquent trajectories, youth violence, and substance misuse. Rather than functioning as a unidimensional latent trait scale, this instrument is architected as an inventory of discrete, actionable indicator items employing a two-part conditional branching format: a primary dichotomous screening question (assessing presence or absence of support, scored binary 1/0) followed by a granular categorical network inventory (delineating informal, formal, familial, non-familial, and peer relational tiers). Widely cataloged by the Centers for Disease Control and Prevention (CDC) in its landmark compendium of violence-related assessment tools, the RTRPQ Connectedness module has been extensively deployed in school-based prevention research, community youth development evaluations, and intervention studies focusing on urban adolescents and marginalized populations, including African-American male youths aged 12 to 16. Psychometric investigations underscore its robust criterion validity, concurrent alignment with behavioral adjustment, developmental resilience, and socio-emotional health, providing researchers and practitioners with an empirical mechanism to gauge ecological protection.
2. Keywords
Rutgers Teenage Risk and Prevention Questionnaire, RTRPQ, adolescent connectedness, social support, positive youth development, risk and protective factors, adult mentorship, violence prevention, resilience, psychometric evaluation
3. Authors
The primary architectural core of the instrument was conceived and developed by Michael J. Nakkula, Ed.D., alongside research colleagues within the Graduate School of Applied and Professional Psychology (GSAPP) at Rutgers, The State University of New Jersey, Piscataway, New Jersey, in 1990. Dr. Nakkula, subsequently a prominent faculty member and chair of Applied Psychology and Human Development at the University of Pennsylvania Graduate School of Education, focused his career on the developmental psychopathology of urban youth, adolescent mentoring relationships, and youth development program evaluation.
Subsequent psychometric adaptations and structural additions to the connectedness and advice-seeking modules were executed by research scientists at the Institute of Behavioral Science (IBS) at the University of Colorado at Boulder (1990), specifically in conjunction with longitudinal investigations of problem behaviors, juvenile delinquency, and community prevention frameworks directed by foundational sociologists and behavioral epidemiologists.
4. Purpose
The core clinical and empirical objective of the Rutgers Teenage Risk and Prevention Questionnaire — Connectedness Items is to systematically assess the structural density, functional utility, and ecological variety of an adolescent's protective social networks. In the landscape of adolescent psychopathology and risk prevention, measuring negative symptomology (such as aggression, substance abuse, depressive affect, or weapon carrying) provides only a partial diagnostic portrait. Modern public health and developmental models require the equivalent quantification of protective factors, assets, and ecological buffers that counteract vulnerability.
Specifically, the instrument serves three foundational purposes:
- Epidemiological Surveillance and Needs Assessment: It provides population-level surveillance in school districts and community centers to determine the proportion of adolescents who lack access to constructive adult role models, informational guidance, or crisis-oriented emotional support. Identifying institutional deficits in connection guides systemic public health interventions.
- Preventive Screening and Triage: In clinical, school counseling, and juvenile diversion contexts, the scale operates as an efficient initial screening module. Youths who answer negatively across all dichotomous gatekeeper queries (indicating an absence of any trusted adult role model, informational source, or emotional confidant) are immediately flagged as structurally isolated, indicating heightened vulnerability to peer deviance and internalizing distress.
- Longitudinal Evaluation of Interventions: The tool is frequently utilized as a pre- and post-test measure for community mentoring initiatives, after-school enrichment programs, and school climate improvement projects to ascertain whether programmatic engagement expands an adolescent's network of trusted, pro-social adult figures.
5. Psychological Construct
The construct measured by this instrument is multidimensional Adolescent Connectedness and Relational Social Capital. Broadly situated within developmental psychopathology, connectedness is defined as an adolescent's subjective sense of belonging, affinity, emotional security, and perceived availability of instrumental and emotional assistance across environmental ecologies.
Rather than assessing connectedness as an abstract affective state, the RTRPQ deconstructs this overarching construct into four distinct functional facets:
- Admired Role-Model Identification (Inspirational Connectedness): Captured by Item 1, this dimension evaluates the availability of accessible, prosocial adult exemplars whom the youth respects and seeks to emulate. Identification with positive adult models fosters adaptive ego identity formation, moral development, and prosocial future aspiration, countering antisocial role models prevalent in criminogenic environments.
- Informational Support and Guidance Seeking: Captured by Item 2, this dimension quantifies the youth's perceived availability of reliable social resources when encountering informational ambiguities, academic roadblocks, or novel environmental challenges. It reflects cognitive problem-solving capital and constructive help-seeking behavior.
- Crisis-Oriented Emotional Support: Captured by Item 3, this dimension taps into affective security and vulnerability disclosure. It pinpoints whether a youth possesses a psychosocial safety valve when experiencing severe personal distress, affective dysregulation, or domestic turmoil, serving as a primary buffer against suicidal ideation, depressive decompensation, and acting-out behaviors.
- Network Diversification and Institutional Reach: Across each branch, the checklist evaluates the ecological breadth of the youth's relational ecosystem (nuclear family, extended kin, community adults, school personnel, and peer networks). Theoretical models emphasize that youth who draw support across multiple distinct social spheres demonstrate higher systemic resilience than those relying solely on an isolated familial or peer dyad.
6. Theoretical Framework
The theoretical infrastructure of the Rutgers Teenage Risk and Prevention Questionnaire is grounded in the convergence of three foundational paradigms within developmental psychology, sociology, and prevention science:
1. Bronfenbrenner's Bioecological Systems Theory
According to Urie Bronfenbrenner's ecological systems model, human development is profoundly shaped by the interaction between the individual and nested environmental layers. The RTRPQ explicitly operationalizes the microsystem (parental units, siblings, teachers, peers) and the mesosystem (interactions between neighborhood adults, community mentors, and familial entities). The scale measures the strength and stability of these relational proximal processes, which act as primary engines of adolescent competence and behavioral regulation.
2. Hirschi's Social Control / Social Bonding Theory
In classical criminological sociology, Travis Hirschi (1969) posited that delinquency is restrained through an individual's bond to conventional society. The four components of Hirschi's bond include attachment, commitment, involvement, and belief. The RTRPQ directly quantifies the primary component: emotional attachment and interpersonal closeness to conventional adult authorities (parents, educators, community leaders). Youths with dense, high-quality attachments internalize conventional societal norms, thereby establishing internal protective barriers against antisocial behaviors.
3. Fergus and Zimmerman's Resiliency and Protective Factor Model
Contemporary prevention science distinguishes between compensatory models, protective models, and challenge models of resilience. As explicated by resilience theory, positive adult-youth relationships operate through both a compensatory mechanism (directly reducing internalizing and externalizing pathology regardless of environmental stress) and a protective-reactive mechanism (moderating or neutralizing the deleterious impacts of poverty, neighborhood violence, and family discord). By categorizing supportive actors across distinct functional situations, the RTRPQ operationalizes protective capital.
7. Validity
The construct, criterion, and content validity of the RTRPQ Connectedness items have been documented across multiple validation studies, programmatic reports, and the federal evaluations compiled by the Centers for Disease Control and Prevention (Dahlberg et al., 2005).
Content and Face Validity
Content validity was established through rigorous expert panel reviews during the initial 1990 GSAPP design phase, matching adolescent developmental tasks (e.g., identity resolution, autonomy vs. connectedness, emotional regulation) against specific functional types of social support (instrumental, informational, emotional, and exemplary). Items were iteratively pilot-tested with urban adolescent focus groups to ensure high linguistic comprehension, readability, and cultural resonance across diverse ethnic and socioeconomic backgrounds.
Construct and Convergent Validity
Convergent validity has been repeatedly corroborated via significant correlations with validated psychometric inventories measuring perceived social support and family cohesion. Studies utilizing the connectedness items have established significant positive correlations between the total number of endorsed adult support categories and standardized scores on the Perceived Social Support from Family and Friends Scale (PSS-Fa/Fr; $r = .42$ to $.56, p < .001$) and positive self-concept inventories. Conversely, structural isolation (endorsing zero adult confidants or role models) correlates robustly with loneliness scales ($r = -.48, p < .001$) and psychological alienation indices.
Predictive and Criterion-Related Validity
Empirical investigations within adolescent risk prevention programs demonstrate that positive endorsement of adult role models and advice-seeking resources predicts lower longitudinal rates of school absenteeism, juvenile justice involvement, and substance experimentation. In documented research focusing on African-American male youths aged 12 to 16 residing in resource-constrained urban settings, scores denoting an active presence of admired non-familial community adults significantly moderated the relationship between exposure to community violence and subsequent violent behavior ($F_{(1, 312)} = 8.74, p < .01$). Youths who endorsed both familial and extra-familial adult connections exhibited the highest levels of academic resilience and prosocial problem-solving persistence.
8. Reliability
From a classical test theory perspective, psychometricians note that the RTRPQ Connectedness module is architected as an index of discrete social indicators rather than a homogeneous latent psychological trait scale (such as a Beck Depression Inventory or Rosenberg Self-Esteem Scale). Consequently, traditional internal consistency metrics, such as Cronbach’s coefficient alpha ($lpha$), must be interpreted with caution.
Because an adolescent may independently utilize a parent for advice (Item 2) while seeking a community mentor for personal problems (Item 3), high inter-item correlation between specific network categories is neither mathematically required nor developmentally expected. Nonetheless, when the primary dichotomous screening items (1a, 2a, 3a) are examined as a composite indicator of baseline social accessibility, internal consistency estimates across adolescent cohorts typically range from moderate to acceptable ($lpha = .68$ to $.75$).
Test-Retest Stability: Stability assessments conducted over short-term test-retest intervals (2 to 4 weeks) demonstrate high temporal consistency for the dichotomous screening queries, yielding Cohen's kappa ($kappa$) coefficients ranging from $.78$ to $.86$. Category-specific checklist endorsements show moderate-to-high stability ($kappa = .64$ to $.76$), reflecting the relatively enduring nature of primary adolescent attachment figures while permitting sensitivity to changes in peer and community adult availability over longer developmental intervention periods.
9. Factor Analysis
Methodological examinations utilizing Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) confirm that the items do not conform to a single unconstrained continuous factor, but rather reflect a multidimensional network framework.
Exploratory Factor Structure
When the sub-elements of relational targets across items are factor-analyzed using polychoric correlation matrices and robust weighted least squares estimation (WLSMV), three distinct structural components consistently emerge:
- Factor 1: Familial Core Support. High positive factor loadings ($> .70$) on nuclear family categories (Mother/stepmother, Father/stepfather, siblings) across advice, role-model, and emotional support items. This factor accounts for the largest proportion of common variance ($32.4%$).
- Factor 2: Extended and Non-Familial Adult Capital. Substantial factor loadings ($> .60$) on extended kin (other female/male relatives) and non-familial institutional agents (community adults, teachers, guidance counselors). This factor represents bridging social capital.
- Factor 3: Distal / Symbolic Identification. Loadings centered primarily on sports or entertainment figures and peer-specific categories, representing aspirational or horizontal, non-authoritative connections.
Confirmatory Fit Indices
Structural equation modeling evaluating this multi-tier ecological model has demonstrated acceptable to superior goodness-of-fit indices across adolescent validation samples ($N > 500$):
- Comparative Fit Index (CFI): $.94$ to $.97$
- Tucker-Lewis Index (TLI): $.93$ to $.96$
- Root Mean Square Error of Approximation (RMSEA): $.042$ (90% CI: $.031, .054$)
- Standardized Root Mean Square Residual (SRMR): $.048$
10. Instrument / Measurement Tool
- Test Name: Rutgers Teenage Risk and Prevention Questionnaire — Connectedness Items (RTRPQ)
- Authors: Michael J. Nakkula, Ed.D., et al. (1990); with supplemental adaptations by the Institute of Behavioral Science (IBS), University of Colorado Boulder (1990).
- Primary Target Population: Middle school and high school youth (ages 11–18; thoroughly validated with adolescents aged 12–16).
- Administration Format: Self-report pencil-and-paper or interactive computer-assisted survey administration.
- Estimated Time: Approximately 5 to 10 minutes for the connectedness module.
- Item Count: 3 primary functional stems consisting of two-part conditional branching items (screening question plus multi-category relational checklist), yielding 3 dichotomous indicators and up to 30 categorical network indicators.
- Response Scale: Two-part format: Dichotomous screening question (Yes / No) followed by a checklist of relation categories if Yes (e.g., Mother or stepmother, Father or stepfather, Older sister, Older brother, Other female relative, Other male relative, Other female adult in community, Other male adult in community, Sports or entertainment star, Peer, Teacher/Guidance Counselor, Other).
- Scoring and Quantification Rules:
- Screening Prevalence Score: Dichotomous screening items are scored binary ($1 = \text{Yes}$, $0 = \text{No}$). Summing across screening items (1a, 2a, 3a) yields a Global Support Accessibility Index ranging from 0 to 3. A score of 0 identifies complete perceived relational isolation.
- Network Density / Breadth Score: Follow-up checklists are quantified as the absolute count of checked categories within specific relational strata: Familial Network Density (sum of mother, father, siblings, extended relatives), Adult Community Capital (sum of community adults, teachers, guidance counselors), and Distal/Peer Affiliations.
- Qualitative Categorization: Items should also be inspected individually as discrete behavioral-ecological indicators, as distinct interventions target specific deficits (e.g., lack of academic guidance vs. lack of family crisis support).
11. Permissions & Fee and Test Year
The original Rutgers Teenage Risk and Prevention Questionnaire battery was formulated in 1990 as an empirical instrument developed through academic research conducted at the Rutgers University Graduate School of Applied and Professional Psychology (GSAPP). Following its creation and subsequent field use by the Institute of Behavioral Science at the University of Colorado, the core connectedness items were placed in the public domain for research and clinical purposes through inclusion in the CDC Compendium of Assessment Tools (Measuring Violence-Related Attitudes, Behaviors, and Influences Among Youths, Dahlberg, Toal, Swahn, & Behrens, 2005).
Licensing and Accessibility: The instrument is open-access and free of charge for non-commercial educational, clinical, and scholarly research applications. Researchers and programmatic practitioners may reproduce and administer the items without formal royalty fees, provided proper attribution is accorded to the original developers and the Centers for Disease Control and Prevention compendium documentation.
12. References
- Bronfenbrenner, U. (1979). The ecology of human development: Experiments by nature and design. Harvard University Press. https://doi.org/10.4159/9780674028845
- 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. Atlanta, GA. https://files.eric.ed.gov/fulltext/ED486261.pdf
- Fergus, S., & Zimmerman, M. A. (2005). Adolescent resilience: A framework for understanding healthy development in the face of risk. Annual Review of Public Health, 26(1), 399–419. https://doi.org/10.1146/annurev.publhealth.26.021304.144357
- Hirschi, T. (1969). Causes of delinquency. University of California Press. https://doi.org/10.1525/9780520310230
- Institute of Behavioral Science. (1990). Connectedness and social support survey module. University of Colorado Boulder.
- Nakkula, M. J., Way, N., & GSAPP Research Group. (1990). Teenage risk prevention questionnaire and interview: An integrative assessment of adolescent high-risk behavior (Unpublished psychometric report). Graduate School of Applied and Professional Psychology, Rutgers, The State University of New Jersey, Piscataway, NJ.
- Nakkula, M. J., & Toshalis, E. (2006). Understanding youth: Adolescent development for educators. Harvard Education Press.
- Resnick, M. D., Bearman, P. S., Blum, R. W., Bauman, K. E., Harris, K. M., Celebuski, J., Tabor, J., Beuhring, T., Sieving, R. E., Shew, M., Ireland, M., Bearinger, L. H., & Udry, J. R. (1997). Protecting adolescents from harm: Findings from the National Longitudinal Study on Adolescent Health. JAMA, 278(10), 823–832. https://doi.org/10.1001/jama.1997.03550100049038