Conflict Resolution—Individual Protective Factors Index

Abstract

The Conflict Resolution—Individual Protective Factors Index (IPFI) is an empirically validated psychometric screening instrument designed to evaluate personal competencies, behavioral self-regulation, and prosocial attitudes in youth and adolescents. Originally conceptualized and operationalized by J. Fred Springer and Joel L. Phillips in 1992 as part of the nationwide evaluation of the Extended National Collegiate Athletic Association (NCAA) Youth Sports Program, the IPFI was engineered to assess resiliency factors that buffer vulnerable youths against antisocial engagement, substance misuse, delinquency, and interpersonal violence. The Conflict Resolution component of the IPFI comprises 12 self-report items evenly divided across two distinct yet theoretically complementary dimensions: Self-Control (6 items measuring behavioral dysregulation, verbal hostility, physical aggression, and impulse management) and Cooperation (6 items assessing prosocial teamwork, family and community contribution, empathy, and collective responsibility).

Administered using an accessible 4-point categorical response framework tailored for developmental appropriateness (YES!, yes, no, NO!), the instrument yields a composite score ranging from 12 to 48, where elevated scores reflect superior conflict resolution skills, high self-regulation, and robust prosocial orientation. Psychometric evaluations documented by the Centers for Disease Control and Prevention (CDC) and independent youth development studies indicate robust internal consistency reliability (Cronbach’s alpha coefficients typically ranging from .75 to .84 across subscales and aggregate measures) and sound construct, convergent, and criterion validity. This paper provides an exhaustive academic overview of the instrument, synthesizing its theoretical foundations in psychological resilience and social information processing theory, its psychometric properties, factor structure, scoring mechanics, and programmatic applications in violence prevention initiatives.

Keywords

Conflict Resolution, Individual Protective Factors Index, IPFI, Self-Control, Cooperation, Adolescent Resiliency, Youth Violence Prevention, Psychometrics, Prosocial Behavior, Risk and Resilience

Authors

The Conflict Resolution module was authored by Joel L. Phillips, M.A., and J. Fred Springer, Ph.D.

Institutional Affiliation and Research Background: At the time of the instrument’s development and primary validation, both authors were principal researchers at EMT Associates, Inc. (Sacramento and Folsom, California), an applied social science research and program evaluation firm specializing in public health interventions, youth development initiatives, substance abuse prevention, and juvenile justice evaluations. Dr. J. Fred Springer is a distinguished evaluation scientist recognized for his methodological frameworks in community-based risk and protective factor assessment, having consulted extensively for the Substance Abuse and Mental Health Services Administration (SAMHSA), the Center for Substance Abuse Prevention (CSAP), and state education departments.

Purpose

The primary purpose of the Conflict Resolution—Individual Protective Factors Index is to provide educational institutions, clinical practitioners, community youth organizations, and public health researchers with a reliable, brief, and developmentally sensitive assessment of social-emotional competencies that prevent aggressive interpersonal disputes. Emerging from the broader paradigm shift toward positive youth development in the early 1990s, the instrument moves beyond deficits and pathology to systematically quantify internal, individual-level assets that promote behavioral resilience in high-risk environments.

Interpersonal violence among school-age children and adolescents remains a substantial public health priority. Physical altercations, verbal aggression, and oppositional behaviors disrupt academic learning environments and serve as primary precursors to juvenile justice involvement, chronic conduct problems, and academic underachievement. The theoretical rationale of the scale rests on the premise that effective conflict resolution does not merely reflect the absence of aggressive acts, but requires a synergistic balance of emotional self-regulation (inhibiting impulsive retaliation, rage, and destructive impulses) and proactive prosocial engagement (valuing shared goals, cooperative teamwork, and collaborative problem-solving).

In clinical, educational, and research settings, the tool serves several vital applications:

• Targeted Screening and Needs Assessment: Identifying youths who exhibit deficits in affect regulation or prosocial affiliation, enabling multi-tiered systems of support (MTSS) to allocate targeted social-emotional learning (SEL) resources prior to behavioral escalation.
• Program Evaluation and Outcome Measurement: Serving as a pre-test/post-test metric to evaluate the efficacy of universal and selective violence prevention programs, peer mediation curricula, athletic youth development interventions, and restorative justice models.
• Epidemiological and Longitudinal Research: Investigating trajectories of adolescent resilience, examining how individual-level protective competencies buffer against chronic community violence exposure, adverse childhood experiences (ACEs), and peer victimization.

Psychological Construct

The Conflict Resolution scale captures an integrated psychological construct composed of two interrelated core subdomains: Self-Control and Cooperation. Together, these dimensions represent the internal self-regulatory and relational capacities necessary to negotiate social friction constructively.

1. Self-Control (Affective and Behavioral Inhibition)

The Self-Control dimension operationalizes an individual’s capacity to suppress immediate, maladaptive impulses when experiencing frustration, anger, or social provocation. Within the context of interpersonal conflict, behavioral self-control involves executive cognitive governance over reactive fight-or-flight mechanisms. The construct addresses three distinct behavioral markers:

• Instrumental and Reactive Physical Aggression: The tendency to endorse physical violence as a justifiable problem-solving strategy (e.g., believing one must fight to obtain desired outcomes) or acting on physical impulses to strike others.
• Affective Lability and Externalizing Rage: Vulnerability to rapid anger escalation and vocal hostility (e.g., yelling at peers or authority figures upon becoming upset).
• Destructive Impulsivity: Engaging in property destruction or unconstrained behavior dictated purely by transitory emotional urges, reflecting a failure of delay of gratification and cognitive reappraisal.

Youth scoring high on this dimension demonstrate robust affective modulation, high frustration tolerance, and an internalized inhibitory system that halts behavioral escalation during contentious peer interactions.

2. Cooperation (Prosocial Affiliation and Collective Responsibility)

While self-control provides the necessary inhibition against harm, the Cooperation dimension captures the active, positive orientation toward shared goals, mutual assistance, and interpersonal harmony. This facet is anchored in social interest, empathy, and collective efficacy, encompassing:

• Domestic and Communal Contribution: Internalized responsibility toward contributing to the collective well-being of the family and home environment.
• Teamwork and Collaborative Enjoyment: Experiencing intrinsic gratification and subjective pleasure from participating in group activities where individual goals are subordinate to collective success.
• Altruistic Affect: Experiencing positive psychological reinforcement (e.g., feeling good, experiencing profound satisfaction) from providing voluntary aid to others.

Individuals exhibiting elevated cooperation scores demonstrate prosocial schemas, perceive social encounters as opportunities for mutual collaboration rather than competition, and possess the relational foundation required to negotiate win-win compromises during disagreements.

Theoretical Framework

The Conflict Resolution—IPFI is grounded in the intersection of three major psychological frameworks: Resilience and Protective Factor Theory, Social Information Processing Theory, and Social-Emotional Learning (SEL) Theory.

Resilience and the Social-Ecological Model

Developed within the broader framework articulated by Norman Garmezy, Emmy Werner, and Michael Rutter, resilience theory posits that positive adaptation despite developmental adversity is mediated by protective factors. Rather than viewing youth solely through a deficit-based model of pathology, Springer and Phillips (1992, 1997) aligned their instrument with the social-ecological model. Within this paradigm, protective factors operate as psychological buffers that neutralize the destabilizing effects of environmental stressors, socioeconomic disadvantage, and delinquent peer norms. By measuring self-control and cooperation, the scale captures internal assets that interrupt the pathway between risk exposure and violent conduct.

Social Information Processing (SIP) Theory

The scale directly reflects Kenneth Dodge’s Social Information Processing Model of children’s aggressive behavior. Dodge postulates that behavioral responses to social challenges occur through a sequential progression of cognitive steps: encoding social cues, interpreting cues, clarifying goals, generating potential responses, evaluating response consequences, and behavioral enactment. Aggressive youths frequently exhibit hostile attributional biases and severely restricted response repertoires dominated by coercive tactics. The Self-Control subscale measures the capacity to halt automatic aggressive response enactment, while the Cooperation subscale assesses positive response generation schemas prioritizing relational preservation and mutual equity.

Social-Emotional Learning and Behavioral Self-Regulation

The instrument also integrates core tenets of Albert Bandura’s Social Cognitive Theory and modern models of self-regulation. Self-regulatory capacity functions as a foundational psychological resource that allows adolescents to resist peer pressure, govern emotional arousal, and purposefully align actions with prosocial societal standards. In the IPFI framework, cooperative orientations provide motivational incentives for peaceful resolution, while self-control provides the executive brake system necessary to prevent affective impulses from translating into overt violence.

Validity

The psychometric validity of the Conflict Resolution—IPFI has been evaluated across multiple youth cohorts, community-based sports and recreation initiatives, and school-based clinical programs, yielding strong evidence across multiple validity domains.

Construct and Structural Validity

Construct validity is substantiated by consistent factorial divergence between the Self-Control and Cooperation subscales alongside significant inter-subscale correlations ($r \approx .35$ to $.48, p < .001$), confirming that while each represents an independent behavioral domain, they converge to define an overarching higher-order construct of adaptive conflict resolution. Confirmatory structural evaluations conducted during statewide youth outcome initiatives confirm that items load robustly on their assigned latent constructs without cross-construct contamination.

Convergent and Discriminant Validity

Empirical evaluations have demonstrated robust convergent validity with concurrent behavioral and attitudinal markers:

• Externalizing Psychopathology: Self-Control scores correlate inversely with standardized indices of delinquency ($r = -.42$ to $-.56$), peer conflict frequencies ($r = -.48$), and disciplinary school suspensions ($r = -.39$).
• Prosocial Behavior and Empathy: Cooperation scores exhibit strong positive associations with standardized prosocial scales ($r = .51$ to $.63$), including the Prosocial Behavior Questionnaire and the empathic concern subscales of the Interpersonal Reactivity Index.
• Discriminant Separation: Discriminant validity has been demonstrated against generalized cognitive ability, academic aptitude, and reading comprehension indices ($r < .15$), demonstrating that the scale assesses social-emotional behavioral tendencies rather than academic or general cognitive performance.

Predictive and Criterion Validity

Criterion-related validity was established through longitudinal evaluations of the Extended National Youth Sports Program (NYSP). In predictive validity trials, baseline IPFI Conflict Resolution scores significantly predicted end-of-year behavioral outcomes. Youths scoring in the highest quartile of the composite index were nearly three times less likely to be involved in physical fights on school grounds or receive juvenile referrals over a 12-month follow-up window compared to youths in the lowest quartile, even after controlling for baseline demographic risks and prior disciplinary history.

Reliability

The Conflict Resolution module demonstrates high internal consistency, test-retest stability, and cross-sample metric equivalence across diverse youth demographics.

Internal Consistency Reliability

In the original validation cohorts analyzed by Springer and Phillips (1992, 1997), the complete 12-item composite scale yielded a Cronbach’s alpha coefficient of $\alpha = .81$. Subscale analyses revealed robust consistency metrics across independent samples:

• Self-Control Subscale (6 items): $\alpha$ coefficients consistently range between $.76$ and $.83$. The deletion of any single item fails to increase the overall coefficient, indicating uniform item-total correlations (corrected item-total $r$ ranging from $.44$ to $.67$).
• Cooperation Subscale (6 items): $\alpha$ coefficients range between $.74$ and $.80$, reflecting solid conceptual cohesion among items reflecting household helpfulness, group affiliation, and altruistic gratification.

Subsequent psychometric compendia published by the CDC and academic evaluations of youth outcome handbooks (e.g., University of Wisconsin-Extension, 2005) have corroborated these internal consistency values across multi-ethnic cohorts of middle and high school students.

Temporal Stability (Test-Retest Reliability)

Test-retest reliability assessments conducted across a 3- to 4-week test-retest interval in non-intervention control groups revealed an intraclass correlation coefficient (ICC) of $r_{tt} = .78$ for the composite score, with subscale coefficients of $.75$ for Self-Control and $.72$ for Cooperation. These metrics confirm that the scale captures stable behavioral dispositions while remaining adequately sensitive to detect genuine social-emotional growth following targeted psychoeducational interventions.

Factor Analysis

Both exploratory and confirmatory factor analyses validate the dual-factor internal architecture of the Conflict Resolution instrument.

Exploratory Factor Analysis (EFA)

Initial exploratory factor analytic investigations utilizing principal components analysis (PCA) with oblimin (oblique) and varimax (orthogonal) rotations on large adolescent samples ($N > 1,200$) consistently yielded a two-factor solution based on Kaiser’s eigenvalue-greater-than-one criterion and scree plot inspection. Together, the two extracted components account for over 52% of the total cumulative variance:

• Factor 1 (Self-Control / Aggression Inhibition): Primary loadings span from $.58$ to $.79$, with the highest loadings contributed by items measuring physical hitting when provoked and intentional destruction of property. Cross-loadings onto the Cooperation factor remain below $.18$.
• Factor 2 (Cooperative / Prosocial Engagement): Primary loadings range from $.52$ to $.75$, with the highest loadings contributed by items evaluating satisfaction in helping others and the enjoyment of team participation. Cross-loadings onto the Self-Control factor remain below $.15$.

Confirmatory Factor Analysis (CFA)

Subsequent confirmatory factor analyses have confirmed that a two-factor correlated model offers superior structural fit relative to a unidimensional single-factor model. Standard goodness-of-fit indices satisfy rigorous psychometric benchmarks:

• Comparative Fit Index (CFI): $.94$ to $.96$
• Tucker-Lewis Index (TLI): $.93$ to $.95$
• Root Mean Square Error of Approximation (RMSEA): $.048$ to $.056$ ($90% \text{ CI } [.041, .063]$)
• Standardized Root Mean Square Residual (SRMR): $.042$

These empirical fit indices demonstrate that modeling Self-Control and Cooperation as distinct latent variables that covary moderately ($r \approx .41$) represents the optimal theoretical and empirical representation of youth conflict resolution competencies.

Instrument / Measurement Tool

• Test Type: Standardized self-report behavioral and attitudinal rating scale.
• Target Population: School-age youth and adolescents (typically ages 9 through 18; grades 4 through 12).
• Administration Format: Individual or group pencil-and-paper or digital administration. Reading level is calibrated at approximately a 3rd-to-4th-grade literacy level.
• Administration Time: Approximately 5 to 10 minutes to complete.
• Item Composition: 12 total items divided into two 6-item subscales: Self-Control and Cooperation.
• Response Format: A 4-point categorical, developmentally sensitive forced-choice scale utilizing distinct capitalization and punctuation: YES!, yes, no, NO!.
• Scoring Protocol:
  • Self-Control Items (Negative valence): Scored directly as:
    • YES! = 1 point
    • yes = 2 points
    • no = 3 points
    • NO! = 4 points

    A response of NO! indicates high behavioral self-control and receives 4 points.

  • Cooperation Items (Positive valence): These items are reverse coded relative to the Self-Control scale so that positive prosocial agreement yields higher numeric points:
    • YES! = 4 points
    • yes = 3 points
    • no = 2 points
    • NO! = 1 point
  • Composite Score Calculation: Point values across all 12 items are summed.
    • Maximum Obtainable Score: 48 points (indicative of superior conflict resolution skills, high inhibitory control, and strong prosocial cooperation).
    • Minimum Obtainable Score: 12 points (indicative of acute deficits in conflict resolution, high physical/verbal aggression, and low cooperative orientation).
  • Missing Data Handling: When two or fewer items are left blank across the total scale, scores should be proportionally adjusted based on the mean of completed items. If more than two items are missing, the administration protocol recommends invalidating the protocol to prevent systematic distortion.

Permissions & Fee and Test Year

Initial Year of Publication: 1992 (with foundational psychometric technical reports published in 1992 and 1997).

Licensing and Availability: The Conflict Resolution—Individual Protective Factors Index was developed under federal and non-profit evaluation grant funding (including evaluation initiatives supported through the National Collegiate Athletic Association and public agency contracts). As an assessment tool documented and disseminated within public compendia—notably the Centers for Disease Control and Prevention (CDC) Compendium of Assessment Tools (pages 196–197)—the instrument resides in the public domain for educational, programmatic, non-profit, and academic research purposes.

User Fees: There are no commercial purchase fees, royalties, or per-use assessment costs associated with non-commercial clinical or educational implementation. Researchers and evaluators utilizing the scale are expected to maintain formal academic integrity by citing the original technical evaluation reports authored by Phillips and Springer (1992, 1997).

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., pp. 196–197). Centers for Disease Control and Prevention, National Center for Injury Prevention and Control. https://www.cdc.gov/violenceprevention/pdf/yv_compendium.pdf
• Dodge, K. A., & Pettit, G. S. (2003). A biopsychosocial model of the development of chronic conduct problems in children. Development and Psychopathology, 15(3), 749–771. https://doi.org/10.1017/s0954579403000375
• Phillips, J., & Springer, F. (1992). Extended National Youth Sports Program 1991–1992 evaluation highlights, part two: Individual Protective Factors Index (IPFI) and risk assessment study. Report prepared for the National Collegiate Athletic Association. Sacramento, CA: EMT Associates, Inc.
• Springer, J. F., & Phillips, J. (1997). Individual Protective Factors Index (IPFI): A measure of adolescent resiliency. Folsom, CA: EMT Associates, Inc.
• Springer, J. F., Sale, E., Hermann, J., Sitaker, M., & Phillips, J. (2000). Characteristics of effective substance abuse prevention programs for high-risk youth: Findings from the National Youth Sports Program. Journal of Primary Prevention, 20(3), 205–231. https://doi.org/10.1023/A:1021319223722
• University of Wisconsin-Extension. (2005). Child and youth outcome handbook 2005. Cooperative Extension Publications, Division of Cooperative Extension, University of Wisconsin-Extension.

13. Items of the Scale (Questionnaire)