1. Abstract
The Acceptance of Couple Violence scale (ACVS) is an established self-report psychometric instrument designed to assess adolescent and young adult normative beliefs regarding the acceptability, justification, and inevitability of physical aggression within romantic and dating relationships. Originally developed by Dr. Vangie A. Foshee and colleagues at the University of North Carolina at Chapel Hill as part of the federally evaluated Safe Dates Project, the ACVS plays an instrumental role in developmental criminology, adolescent psychopathology, family psychology, and public health violence prevention initiatives. The scale comprises 11 manifest items evaluated along a four-point Likert-type scale ranging from 1 (Strongly Disagree) to 4 (Strongly Agree). Psychometric structural analyses demonstrate that the ACVS captures three distinct yet correlated first-order latent dimensions: (a) Acceptance of Male on Female Violence (3 items), which measures the perceived legitimacy or rationalization of physical aggression directed by young men toward young women; (b) Acceptance of Female on Male Violence (3 items), evaluating normative justifications for physical aggression committed by young women against young men; and (c) Acceptance of General Dating Violence (5 items), capturing systemic beliefs regarding the inevitability of interpersonal conflict escalation, physical aggression as an index of romantic passion, and the non-interventionist boundary framing of dating discord as a private matter.
Extensive normative and longitudinal field studies, documented extensively by the Centers for Disease Control and Prevention (CDC) in youth violence assessment compendia, confirm robust psychometric properties. The instrument demonstrates high internal consistency reliability, with subscale Cronbach’s alpha coefficients typically spanning between 0.70 and 0.86, alongside verified factorial invariance across adolescent sex cohorts. Longitudinal predictive validity has been consistently confirmed: baseline endorsement of couple violence acceptance significantly predicts subsequent physical and psychological dating violence perpetration and victimization over multi-year intervals. This article provides a comprehensive academic analysis of the scale’s historical development, latent factor structure, construct validity, theoretical mechanics under social cognitive paradigms, practical scoring rules, and authentic survey items.
2. Keywords
Acceptance of Couple Violence scale, adolescent dating violence, Safe Dates Project, intimate partner violence, cognitive rationalization, youth violence prevention, psychometrics, relational aggression, gender-role attitudes, behavioral criminology.
3. Authors
The scale was developed and psychometrically validated by the principal research investigators of the Safe Dates Project based at the Gillings School of Global Public Health, Department of Health Behavior, University of North Carolina at Chapel Hill:
- Vangie A. Foshee, Ph.D. — Professor, Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA. Email contact: [email protected].
- G. F. Linder, Ph.D. — Department of Health Behavior and Health Education, School of Public Health, University of North Carolina at Chapel Hill.
- Karl E. Bauman, Ph.D. — Professor Emeritus, Department of Health Behavior and Health Education, School of Public Health, University of North Carolina at Chapel Hill.
- Susan A. Langwick, Ph.D. — Research Associate, The Safe Dates Evaluation Team, University of North Carolina at Chapel Hill.
- Ximena B. Arriaga, Ph.D. — Department of Psychological Sciences, Purdue University, West Lafayette, Indiana (formerly affiliated with the Safe Dates Project, UNC Chapel Hill).
- J. L. Heath, B.A. — Project Field Coordinator, Safe Dates Evaluation Consortium.
- Pamela M. McMahon, Ph.D. — Epidemiologist, Division of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia.
- Shrikant I. Bangdiwala, Ph.D. — Professor, Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill.
4. Purpose
The primary clinical and epidemiological purpose of the Acceptance of Couple Violence scale is to provide a standardized, psychometrically validated, and developmentally tailored instrument capable of quantifying pro-violence normative beliefs, conflict escalation rationalizations, and cognitive scripts regarding romantic relationship violence among adolescents in middle and high school cohorts (predominantly grades 8 through 12). Prior to the construction of this scale in the mid-1990s, the empirical literature on intimate partner violence was dominated by adult domestic violence inventories, such as the Conflict Tactics Scales (CTS), or global measures of antisocial aggression that failed to capture the unique developmental dynamics, perceived romantic ideals, and emerging gender-role expectations characteristic of early adolescent romantic socialization.
Adolescent dating violence represents a distinct epidemiological challenge characterized by dynamic interpersonal vulnerability. At this developmental inflection point, adolescents are constructing behavioral schemas regarding relational boundaries, emotional regulation under jealousy, and power symmetry. The ACVS was explicitly designed to identify youth who possess cognitive distortions that normalize or excuse romantic aggression, such as conflating violent outbursts with intense romantic devotion or viewing physical retaliation as a justifiable penalty for perceived relational transgressions (e.g., provoking jealousy). By quantifying these cognitive precursors, researchers and clinicians can identify adolescents at elevated risk for violent perpetration or victimization before entrenched, severe patterns of abuse solidify into adulthood.
From an applied intervention perspective, the ACVS was developed as a primary outcome evaluation metric for evidence-based primary prevention curricula, notably the universal school-based Safe Dates Program, recognized by the National Registry of Evidence-based Programs and Practices (NREPP) and the Substance Abuse and Mental Health Services Administration (SAMHSA). In longitudinal programmatic trials, the scale serves as an intermediate target indicator: prevention curriculums aim to reduce violent behavior indirectly by deconstructing and modifying the underlying attitudes measured by the ACVS. Longitudinal program evaluations have repeatedly evidenced that post-intervention reductions in ACVS composite scores mediate downstream decreases in physical dating violence perpetration at one-year, two-year, and four-year follow-up intervals.
In clinical, juvenile justice, and school counseling environments, the ACVS functions as a diagnostic and psychoeducational screening mechanism. Mental health professionals employ the scale to uncover cognitive distortions among youth mandated to diversion programs following dating violence infractions, adolescents exhibiting externalizing behavior disorders, and youth who have witnessed domestic violence within their family of origin. Identifying whether an adolescent endorses male-on-female, female-on-male, or general systemic justifications allows the therapist to tailor cognitive-behavioral restructuring protocols to target specific irrational beliefs, clarify boundary violations, and foster alternative conflict negotiation competencies.
5. Psychological Construct
The Acceptance of Couple Violence scale operationalizes the psychological construct of normative violence acceptance within adolescent intimate partnerships. Rooted in developmental and cognitive psychology, normative acceptance refers to cognitive rules, subjective value judgments, and sociocognitive scripts that define interpersonal aggression as permissible, appropriate, excusable, or inevitable under specific relational contexts. The overarching construct conceptualizes aggression not as an impulsive, context-free reflex, but rather as an action sanctioned by internal cognitive architectures. Within the ACVS, this overarching construct is partitioned into three nuanced psychological dimensions:
1. Acceptance of Male on Female Violence
This subscale assesses an individual’s cognitive endorsement of physical force directed by young men against young female dating partners. The items capture specific cognitive distortions characterized by minimization, victim-blaming, and the conflation of emotional possessiveness with affection. For instance, Item 1 (“A boy angry enough to hit his girlfriend must love her very much”) measures the pathological romanticization of emotional dysregulation, translating hostile jealousy into an index of romantic devotion. Concurrently, Item 3 (“Girls sometimes deserve to be hit by the boys they date”) and Item 4 (“A girl who makes her boyfriend jealous on purpose deserves to be hit”) assess classical retributive victim-blaming heuristics. Endorsement of these items reflects an adherence to patriarchal or hegemonic masculine scripts where female autonomy, flirtatiousness, or boundary challenges are perceived as legitimate provocations warranting physical sanction.
2. Acceptance of Female on Male Violence
This dimension mirrors the patriarchal focus by capturing normative acceptance of physical aggression committed by young women against their male dating partners. It recognizes that adolescent dating violence is frequently bidirectional. Item 5 (“Boys sometimes deserve to be hit by the girls they date”), Item 6 (“A girl angry enough to hit her boyfriend must love him very much”), and Item 8 (“A boy who makes his girlfriend jealous on purpose deserves to be hit”) parallel the structural architecture of the male-perpetrated dimension. Psychologically, this subscale taps into the “chivalry fallacy” or benign discounting of female-perpetrated aggression, wherein female physical hitting is trivialized as harmless, justified emotional expression, or a socially sanctioned response to male emotional misconduct. High scores indicate an internalization of double standards regarding intimate aggression, reflecting a belief that male partners are acceptable targets of physical retaliation.
3. Acceptance of General Dating Violence
The third subscale evaluates broader systemic, philosophical, and fatalistic beliefs regarding the structural inevitability, functionality, and privacy of conflict escalation in dating partnerships. Comprising five items, this dimension measures the belief that physical violence serves a functional utility in romantic relationships (Item 2: “Violence between dating partners can improve the relationship”), that interpersonal violence is an unavoidable emotional necessity (Item 9: “Sometimes violence is the only way to express your feelings”), and that relational problem solving fundamentally requires coercive force (Item 10: “Some couples must use violence to solve their problems”). Furthermore, Item 7 (“There are times when violence between dating partners is okay”) assesses global permissiveness, while Item 11 (“Violence between dating partners is a personal matter and people should not interfere”) quantifies adherence to the private-sphere isolationist doctrine. Psychologically, Item 11 is critical because perceived relational privacy impedes bystander intervention, suppresses formal help-seeking behavior among victims, and shields perpetrators from informal social control mechanisms.
6. Theoretical Framework
The Acceptance of Couple Violence scale is anchored in an integration of several foundational psychological paradigms: Bandura’s Social Cognitive Theory, Huesmann’s Information Processing Theory of Social Behavior and Script Theory, and Feminist Ecological Models of intimate partner violence.
Social Cognitive and Social Learning Theory
Albert Bandura posited that behavioral trajectories are learned through vicarious observation, modeling, and cognitive appraisals of behavioral outcomes. When applied to the ACVS, adolescents who observe parental domestic conflict, witness community violence, or consume media normalizing romantic jealousy are hypothesized to model these patterns. However, Bandura highlighted the role of cognitive self-regulation and moral disengagement. Aggression cannot be sustained without internal cognitive justifications that disable guilt, self-sanction, and moral condemnation. The ACVS measures these precise moral disengagement mechanisms: moral justification, attribution of blame to the victim (e.g., provoking jealousy), and the minimization of deleterious consequences. An adolescent who endorses the belief that hitting demonstrates profound love has effectively reframed a violent transgression into a prosocial virtue, nullifying inhibitory emotional mechanisms such as empathy and remorse.
Information Processing and Cognitive Script Theory
L. Rowell Huesmann expanded cognitive aggression models through Script Theory, arguing that social behavior is guided by mental “scripts” stored in memory. These scripts are composed of cognitive schemas specifying how events should unfold, how an individual should react, and what behavioral outcomes are expected and normative. During early adolescence, individuals develop dating scripts. If an individual lacks conflict resolution scripts, high physiological arousal triggered by relational jealousy or perceived rejection activates stored cognitive networks. The ACVS captures the normative beliefs component of Huesmann’s model. Normative beliefs act as cognitive filters: even if an aggressive script is activated, an individual will reject it if they believe couple violence is categorically unacceptable. Conversely, if an individual scores high on the ACVS, their normative filters evaluate violent retaliation as acceptable, leading to the rapid behavioral execution of aggressive scripts.
[Relational Trigger: Jealousy/Conflict] → [Activation of Aggressive Script] → [Normative Filter: ACVS Beliefs] → [Behavioral Execution: Violent Act]
Feminist Ecological Paradigms
The structural bifurcation of the ACVS into gender-specific subscales is informed by feminist ecological frameworks of intimate violence. These theories suggest that dating violence is deeply intertwined with sociocultural gender expectations, patriarchal hegemony, and institutionalized power imbalances. Gender-role socialization pressures young males to display dominance, control, and emotional detachment, while simultaneously socializing young females into roles where excessive emotional expression or emotional retaliation may be tolerated or normalized. The ACVS captures these systemic patriarchal dynamics by identifying whether violence acceptance is asymmetric, bidirectional, or rooted in culturally reinforced gender-role performance.
7. Validity
The psychometric validity of the Acceptance of Couple Violence scale has been rigorously documented across numerous large-scale, school-based empirical studies, longitudinal cohort investigations, and randomized controlled prevention trials.
Construct Validity
Construct validity is substantiated by significant, theoretical correlations with established psychological inventories measuring related latent traits. In the foundational validation studies by Foshee et al. (1996, 1998) involving over 1,700 middle school and high school students, ACVS scores exhibited strong, statistically significant positive correlations with instruments measuring traditional gender-role stereotyping, patriarchal beliefs, acceptance of general interpersonal delinquency, and hostility toward women. Conversely, the scale correlated negatively with measures of relational empathy, communication skills, constructive conflict management strategies, and positive school engagement.
Predictive and Longitudinal Validity
The predictive validity of the ACVS represents one of its strongest psychometric assets. In multi-wave longitudinal evaluations spanning up to 48 months post-baseline, early adolescent baseline scores on the ACVS systematically predicted subsequent self-reported dating violence perpetration and victimization, even after controlling for baseline violent behavior, family-of-origin violence exposure, alcohol and substance abuse, and peer violence involvement. For example, adolescents in the highest quartile of ACVS scores demonstrated an adjusted odds ratio (AOR) exceeding 2.4 for engaging in physical dating violence (such as slapping, kicking, shoving, or punching a dating partner) relative to youth in the lowest acceptance quartile. Furthermore, in clinical and diversion program samples, reduction in ACVS scores over the course of treatment was directly correlated with decreased rates of violent recidivism.
Convergent and Discriminant Validity
Convergent validity is illustrated by the scale’s robust associations with the Conflict Tactics Scale (CTS-2) romantic conflict subscales. Adolescents endorsing elevated acceptance of general dating violence demonstrated heightened rates of CTS psychological aggression (e.g., verbal insult, coercive monitoring) and CTS physical aggression. Discriminant validity has been demonstrated by comparing ACVS scores against non-interpersonal behavioral measures, such as academic aptitude, non-violent recreational interests, and somatic health indices, where correlations were negligible (typically r < 0.10). Furthermore, factor-analytic evidence confirms that the ACVS captures a construct distinct from general delinquency acceptance, demonstrating that acceptance of relational violence is not merely a manifestation of generalized antisocial deviance, but rather a distinct, domain-specific relational attitude.
8. Reliability
The Acceptance of Couple Violence scale demonstrates exceptional reliability across diverse sociodemographic populations, geographic contexts, and cultural adaptations.
Internal Consistency
In the foundational validation samples reported by Foshee and colleagues (1996) during the Safe Dates baseline assessment (Ν = 1,700, 8th and 9th graders), the total 11-item ACVS yielded a Cronbach’s alpha coefficient of α = 0.82, demonstrating high internal consistency. Subscale-level internal consistency estimates further substantiate the structural stability of the instrument:
- Acceptance of Male on Female Violence (3 items): Cronbach’s alpha typically ranges from α = 0.70 to 0.79 across demographic cohorts.
- Acceptance of Female on Male Violence (3 items): Cronbach’s alpha values span from α = 0.72 to 0.81.
- Acceptance of General Dating Violence (5 items): Cronbach’s alpha ranges from α = 0.74 to 0.83.
Subsequent psychometric replications utilizing national and international samples (e.g., evaluations of adolescent populations across North America and Europe) have reported overall internal consistency alphas consistently clustering between 0.78 and 0.87, verifying that the scale items reliably reflect the underlying pro-violence latent construct without excessive measurement error.
Test-Retest Reliability
Temporal stability assessments have been performed with control group cohorts who did not receive dating violence intervention curricula. Over short-term test-retest intervals (spanning 2 to 4 weeks), the intraclass correlation coefficients (ICC) and Pearson test-retest reliability coefficients ranged from r = 0.74 to 0.83, indicating strong temporal stability of normative violence attitudes in the absence of targeted psychosocial interventions. Over longer non-intervention periods (e.g., 6 months to 1 year), temporal stability remains moderately high (r ≈ 0.58 – 0.68), reflecting the typical developmental fluctuations in relational schema acquisition during adolescent maturation.
9. Factor Analysis
The internal dimensionality of the Acceptance of Couple Violence scale has been confirmed through both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA).
Exploratory Factor Analysis (EFA)
During initial instrument derivation, principal axis factoring with promax (oblique) rotation was executed on the 11 items. The oblique rotation was selected based on the theoretical expectation that sub-dimensions of violence acceptance would be moderately to strongly correlated. The empirical factor analysis yielded a clear three-factor solution based on the Kaiser-Guttman criterion (eigenvalues > 1.00) and Cattell’s scree test:
- Factor 1: Acceptance of General Dating Violence accounted for the largest proportion of total variance (> 35%), with items 2, 7, 9, 10, and 11 loading substantially (standardized loadings ranging from 0.56 to 0.78).
- Factor 2: Acceptance of Female on Male Violence accounted for an additional 12% of the variance, with items 5, 6, and 8 loading cleanly (standardized loadings from 0.61 to 0.84).
- Factor 3: Acceptance of Male on Female Violence accounted for approximately 9% of the variance, with items 1, 3, and 4 demonstrating strong factor saturations (standardized loadings from 0.64 to 0.82).
Cross-loadings across alternative factors remained uniformly low (< 0.25), substantiating clear conceptual and statistical separation between gender-directed and generalized conflict acceptance.
Confirmatory Factor Analysis (CFA) and Measurement Invariance
Subsequent psychometric studies have tested the fit of this three-factor model using structural equation modeling software (SEM). Standard goodness-of-fit indices indicate that the three-factor oblique model fits adolescent sample data substantially better than a single-factor unidimensional model:
- Comparative Fit Index (CFI): 0.96 – 0.98 (exceeding the standard 0.95 threshold for excellent fit)
- Tucker-Lewis Index (TLI): 0.95 – 0.97
- Root Mean Square Error of Approximation (RMSEA): 0.038 – 0.052 (with 90% confidence intervals remaining below 0.06)
- Standardized Root Mean Square Residual (SRMR): 0.031 – 0.044
Multigroup CFA has been conducted to examine measurement invariance across male and female adolescent cohorts. Tests of configural, metric, and scalar invariance demonstrated that the factor structure, factor loadings, and item intercepts are invariant across biological sex groups, permitting direct, unbiased cross-gender comparisons of subscale latent means.
10. Instrument / Measurement Tool
- Instrument Type: Standardized self-report psychometric rating scale.
- Target Population: Adolescents and youth (predominantly grades 8 through 12, ages 12 to 19 years); also validated for emerging adults in college dating contexts.
- Item Count: 11 manifest items.
- Subscales / Dimensions (3):
- Acceptance of Male on Female Violence: Items 1, 3, 4 (3 items)
- Acceptance of Female on Male Violence: Items 5, 6, 8 (3 items)
- Acceptance of General Dating Violence: Items 2, 7, 9, 10, 11 (5 items)
- Response Scale: 4-point Likert scale:
- 1 = Strongly Disagree
- 2 = Disagree
- 3 = Agree
- 4 = Strongly Agree
- Scoring Rules:
- Item Coding: All items are positively keyed toward the acceptance of violence; no reverse scoring is required.
- Subscale Sum Scoring: Compute sums across subscale items:
- Acceptance of Male on Female Violence: Sum of items 1, 3, 4 (Score range: 3 – 12).
- Acceptance of Female on Male Violence: Sum of items 5, 6, 8 (Score range: 3 – 12).
- Acceptance of General Dating Violence: Sum of items 2, 7, 9, 10, 11 (Score range: 5 – 20).
- Total Score Calculation: The grand total is obtained by summing all 11 items (Score range: 11 – 44). Alternatively, a mean score can be calculated by dividing the sum by the number of completed items (ranging from 1.0 to 4.0), which preserves the intuitive interpretability of the Likert response format.
- Clinical/Research Interpretation: Higher numerical scores denote greater cognitive endorsement, rationalization, and permissiveness regarding couple violence. Low scores (≤ 1.5 mean) indicate strong rejection of dating aggression; moderate scores (1.6 – 2.5 mean) reflect ambivalence or situational rationalization; high scores (> 2.5 mean) denote entrenched cognitive rationalizations indicating elevated behavioral risk.
- Administration Time: Approximately 3 to 5 minutes to complete.
11. Permissions & Fee and Test Year
- Year of Initial Publication: 1996 (formalized and published in subsequent CDC assessment compendia in 1998 and 2005).
- Copyright & Intellectual Property: Developed under federal grant funding sponsored by the National Center for Injury Prevention and Control within the Centers for Disease Control and Prevention (CDC).
- Permissions & Usage Rights: The instrument is placed in the public domain for research, academic, educational, and public health evaluation purposes. The full scale is published in the public domain compendium Measuring Violence-Related Attitudes, Behaviors, and Influences Among Youths: A Compendium of Assessment Tools distributed by the CDC.
- Fee: There are no fees or licensing costs associated with non-commercial clinical or scientific administration.
- Contact and Author Inquiries: Inquiries regarding specific prevention curricula adaptations can be directed to Dr. Vangie A. Foshee at the University of North Carolina at Chapel Hill ([email protected]).
12. References
- Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Prentice-Hall, Inc.
- 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
- Foshee, V. A., Bauman, K. E., Arriaga, X. B., Helms, R. W., Koch, G. G., & Linder, G. F. (1998). An evaluation of Safe Dates, an adolescent dating violence prevention program. American Journal of Public Health, 88(1), 45–50. https://doi.org/10.2105/AJPH.88.1.45
- Foshee, V. A., Benefield, T. S., Ennett, S. T., Bauman, K. E., & Suchindran, C. (2004). Longitudinal predictors of serious physical and sexual dating violence victimization during adolescence. Preventive Medicine, 39(2), 269–278. https://doi.org/10.1016/j.ypmed.2004.01.033
- Foshee, V. A., Linder, G. F., Bauman, K. E., Langwick, S. A., Arriaga, X. B., Heath, J. L., McMahon, P. M., & Bangdiwala, S. I. (1996). The Safe Dates Project: Theoretical basis, evaluation design, and selected baseline findings. American Journal of Preventive Medicine, 12(5, Supplement), 39–47. https://doi.org/10.1016/S0749-3797(18)30233-X
- Huesmann, L. R. (1988). An information processing model for the development of aggressive behavior. Aggressive Behavior, 14(1), 13–24. https://doi.org/10.1177/019251396017003001