Safe Dates— Psychological Violence Victimization

Abstract

The Safe Dates— Psychological Violence Victimization Scale is a psychometric instrument designed to assess non-physical forms of intimate partner violence and emotional abuse among adolescents. Developed by Dr. Vangie A. Foshee and colleagues as an evaluative measure for the nationally recognized Safe Dates adolescent dating abuse prevention program, the scale captures the frequency with which an adolescent has experienced psychological, verbal, relational, and coercive behaviors perpetrated by a dating partner. The scale consists of 14 self-report items evaluated on a 4-point Likert-type frequency metric ranging from 0 (Never) to 3 (Very Often). Total composite scores range from 0 to 42, with standard clinical and epidemiological cut-offs categorizing experiences into no victimization (score of 0), mild psychological abuse (scores 1–5), moderate psychological abuse (scores 6–9), and severe psychological abuse (scores 10 and greater).

Extensive psychometric investigations across diverse secondary school cohorts demonstrate high internal consistency, with Cronbach’s alpha coefficients consistently ranging from .80 to .88 across longitudinal waves. Factor-analytic evaluations typically confirm an overarching unidimensional construct of psychological victimization, accompanied in multidimensional investigations by salient sub-facets representing verbal degradation, coercive restriction/isolation, jealousy induction, and threatened physical harm. Construct, convergent, and predictive validities are well-established through robust empirical associations with physical dating violence victimization, sexual coercion, depressive symptomatology, post-traumatic stress symptoms, low self-esteem, and academic disruption. As an open-access, public-domain instrument cataloged by the Centers for Disease Control and Prevention (CDC), the scale remains a cornerstone in developmental psychopathology, school psychology, and public health violence-prevention research.

Keywords

adolescent dating violence, psychological abuse, emotional victimization, Safe Dates, intimate partner violence, teen relationship abuse, psychometrics, coercive control, relational aggression, scale validation

Authors

The Safe Dates— Psychological Violence Victimization Scale was developed and evaluated by a multidisciplinary team of public health scientists, behavioral epidemiologists, and biostatisticians led by:

• Vangie A. Foshee, Ph.D. — Professor, Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill.
• Karl E. Bauman, Ph.D. — Professor Emeritus, Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill.
• Ximena B. Arriaga, Ph.D. — Professor of Psychological Sciences, Department of Psychological Sciences, Purdue University.
• Ronald W. Helms, Ph.D. — Professor Emeritus, Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill.
• Gary G. Koch, Ph.D. — Professor, Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill.
• G. Fletcher Linder, M.S. — Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill.

Purpose

Adolescent dating violence (ADV) is recognized globally as a critical public health and developmental crisis. While early violence research focused almost exclusively on overt physical assaults and sexual battery, developmental psychopathologists realized that psychological and emotional abuse represents the most prevalent, pervasive, and insidious form of relationship maltreatment among young people. The primary purpose of the Safe Dates— Psychological Violence Victimization Scale is to provide a brief, methodologically rigorous, and developmentally tailored instrument capable of quantifying non-physical intimate partner victimization among middle and high school adolescents.

Methodologically, the scale was constructed to fulfill three interconnected applications:

1. Programmatic Impact Assessment: Serving as a primary outcome metric for evaluating primary prevention curricula, most notably the Safe Dates program—a flagship intervention designated as an evidence-based model program by the Substance Abuse and Mental Health Services Administration (SAMHSA) and the CDC.
2. Epidemiological Surveillance and Etiological Modeling: Capturing baseline base rates, longitudinal trajectories, and sociodemographic disparities in adolescent emotional victimization across large-scale population surveys.
3. School-Based and Clinical Screening: Supplying school psychologists, counselors, and community clinicians with an objective, standardized screening tool to identify vulnerable youth trapped in toxic relational dynamics before patterns solidify into life-threatening physical battering.

Theoretical and empirical research indicates that psychological abuse rarely occurs in complete isolation; rather, it functions both as an independent trauma stressor and as a precursor or co-occurring component of severe physical injury. Adolescence represents a unique developmental period characterized by the formation of first romantic attachments, high emotional vulnerability, peer-group socialization, and burgeoning identity development. Consequently, measuring constructs such as jealousy manipulation, continuous surveillance, intentional social isolation, and verbal denigration requires language specifically attuned to the social realities of teenage life, rather than merely adapting adult domestic violence inventories.

Psychological Construct

The psychological construct captured by this instrument is adolescent psychological dating abuse victimization. Within interpersonal violence literature, psychological abuse refers to non-physical, non-sexual behaviors perpetrated by a romantic partner that intentionally inflict emotional distress, erode autonomy, diminish self-worth, or establish asymmetrical dominance within the dating dyad. The Safe Dates conceptualization delineates several interrelated operational domains:

1. Verbal and Emotional Degradation

This domain captures overt hostile communication engineered to diminish the victim’s self-esteem and perceived relational worth. Operationalized through items such as “Said things to hurt my feelings on purpose,” “Insulted me in front of others,” and “Put down my looks,” these behaviors represent intentional verbal insults. Public disparagement is especially pernicious during adolescence, where peer reputation, physical self-concept, and social standing are critical to psychological well-being.

2. Coercive Control and Autonomy Restriction

Reflecting modern conceptualizations of coercive control, this dimension measures the structural limitation of personal liberty and interpersonal connectedness. Behaviors include active social isolation (“Would not let me do things with other people”), cross-sex boundary enforcement (“Told me I could not talk to someone of the opposite sex”), and obsessive tracking or surveillance (“Made me describe where I was every minute of the day”). These behaviors undermine developmental milestones toward autonomous decision-making and healthy peer socialization.

3. Relational Manipulation and Jealousy Induction

Adolescent romantic dyads are uniquely susceptible to psychological manipulation centered around relationship instability. This facet includes provocative actions designed to evoke distress, self-doubt, and panic regarding partner abandonment (e.g., “Did something just to make me jealous” and “Threatened to start dating someone else”). This form of weaponized insecurity exploits normative adolescent anxieties concerning rejection and peer belonging.

4. Intimidation and Proximal Threat of Physical Harm

Psychological victimization also includes behaviors positioned at the threshold of physical violence that induce acute terror without leaving physical trauma. Items such as “Threw something at me but missed,” “Started to hit me but stopped,” and “Threatened to hurt me” capture visceral intimidatory behaviors. These acts remind the victim of their physical vulnerability, establishing a climate of fear and compliance.

5. Cognitive Blame Inversion and Weaponized Memory

Emotional abusers often distort the victim’s perception of responsibility and reality—a dynamic closely aligned with modern notions of gaslighting. Items reflecting this construct assess cognitive manipulation, such as “Blamed me for bad things they did” and “Brought up something from the past to hurt me,” which systematically compel the victim to internalize guilt for dyadic dysfunction.

Theoretical Framework

The construction and validation of the Safe Dates— Psychological Violence Victimization Scale are situated within three complementary psychological and sociological paradigms: Social Learning Theory, Feminist and Coercive Control Theory, and Ecological Systems Theory.

1. Social Learning Theory and Intergenerational Transmission

Rooted in Albert Bandura’s Social Learning Theory, the framework posits that relationship behaviors—both perpetration and tolerance of victimization—are acquired through observation, modeling, vicarious reinforcement, and cognitive appraisal within family systems and peer networks. Adolescents who observe emotional abuse, verbal degradation, or coercive control among primary caregivers frequently develop internalized cognitive scripts normalizing psychological aggression as an acceptable or inevitable method of conflict management.

2. Feminist and Coercive Control Framework

Drawing from Evan Stark’s formulation of coercive control and feminist analyses of interpersonal power, dating violence is conceptualized not merely as isolated episodes of interpersonal conflict, but as a systematic pattern of subordination and domination. In adolescent relationships, where traditional economic dependencies do not exist, power imbalances are maintained through monitoring, restriction of movement, jealousy induction, and psychological degradation. The scale reflects this paradigm by operationalizing psychological abuse as a structural mechanism designed to strip the victim of interpersonal agency.

3. Bronfenbrenner’s Social-Ecological Model

The overarching Safe Dates project utilizes Urie Bronfenbrenner’s Social-Ecological Model, conceptualizing dating victimization at multiple intersecting layers:

• Individual Level: Biological development, emotion regulation capacities, early attachment security, and cognitive belief systems regarding dating roles.
• Microsystem Level: The immediate relational dynamics within the romantic dyad, immediate peer groups, and direct family influences.
• Exosystem and Macrosystem Levels: Broader community norms, neighborhood violence exposure, gender-role socialization, and structural attitudes toward aggression.

Psychological victimization acts as the immediate microsystemic stressor, directly compromising individual mental health and academic functioning.

Validity

Extensive psychometric investigations have established strong evidence for the validity of the Safe Dates— Psychological Violence Victimization Scale across diverse demographic samples, longitudinal interventions, and clinical investigations.

Construct and Convergent Validity

Construct validity is substantiated by high convergent correlations with established markers of intimate partner violence and psychopathology. The scale demonstrates robust positive correlations with concurrent self-report measures of physical dating violence victimization ($r = .45$ to $.62, p < .001$) and sexual dating coercion ($r = .35$ to $.51, p < .001$), supporting the conceptualization that psychological victimization operates within a broader spectrum of relational aggression. Furthermore, convergent validity is evidenced by positive associations with psychological distress indicators:

• Depressive Symptomatology: Significant positive correlations with scores on the Center for Epidemiologic Studies Depression Scale (CES-D), ranging from $r = .32$ to $.46$.
• Anxiety and Post-Traumatic Stress: Moderate correlations with somatic anxiety and post-traumatic stress symptoms among victimized youth.
• Self-Esteem: Strong inverse correlations with the Rosenberg Self-Esteem Scale ($r = -.30$ to $-.44, p < .001$), confirming the theoretical proposition that emotional abuse degrades self-worth.

Discriminant Validity

Discriminant validity has been demonstrated by showing that the scale measures a distinct relational construct separable from generalized non-romantic peer victimization (e.g., schoolyard bullying) and general family conflict. Confirmatory factor models contrasting dating psychological abuse against general peer relational aggression exhibit distinct factor loadings, confirming that dating-specific psychological violence reflects unique romantic vulnerability and attachment processes.

Predictive and Longitudinal Criterion Validity

The scale possesses marked predictive validity. In longitudinal tracking across the Safe Dates randomized controlled trial evaluations (e.g., Foshee et al., 1998, 2004, 2005), baseline psychological victimization scores strongly predicted subsequent escalation into physical dating violence at 1-year, 2-year, and 4-year follow-ups, even after controlling for baseline physical aggression. Furthermore, baseline scores significantly differentiated intervention participants from control participants over time, demonstrating the scale’s sensitivity to intervention-mediated behavioral change.

Reliability

The Safe Dates— Psychological Violence Victimization Scale consistently demonstrates high reliability across diverse geographic, racial, ethnic, and socioeconomic populations.

Internal Consistency

In the seminal validation studies conducted by Foshee and colleagues (1996, 1998), the scale demonstrated high internal consistency, yielding Cronbach’s alpha coefficients of:

• Baseline Cohort Validation: $\alpha = .84$ to $.88$ in middle and high school samples (grades 8 through 10).
• Post-Intervention and Follow-up Waves: $\alpha = .80$ to $.86$ across multi-year tracking assessments.
• Subgroup Invariance: Coefficients remained stable across gender classifications, yielding $\alpha = .85$ for adolescent females and $\alpha = .83$ for adolescent males, as well as across major racial/ethnic strata (Caucasian, African American, and Hispanic cohorts).

Test-Retest Stability

Because dating dynamics during adolescence are fluid and relationships frequently begin and terminate rapidly, test-retest reliability varies depending on relationship duration and assessment intervals. In short-term control groups across 4- to 8-week intervals with ongoing partners, test-retest intraclass correlation coefficients (ICC) range from $.72$ to $.81$, indicating adequate temporal stability while remaining sensitive to real behavioral escalation or cessation.

Factor Analysis

Psychometric evaluations examining the latent dimensional structure of the Safe Dates— Psychological Violence Victimization Scale support both a parsimonious unidimensional model and an informative multi-factor hierarchical structure.

Exploratory Factor Analysis (EFA)

Early exploratory factor analyses using principal axis factoring with promax and varimax rotations revealed an initial dominant primary factor accounting for more than 40% of the total variance, accompanied by an eigenvalue substantially higher than subsequent dimensions (scree plot inspection indicating an ‘elbow’ after the first factor). All 14 items exhibited primary factor loadings exceeding .40, supporting the common practice of computing an omnibus psychological victimization composite score.

Confirmatory Factor Analysis (CFA)

Subsequent confirmatory structural analyses have examined higher-order models reflecting the specific conceptual facets of psychological maltreatment. A four-factor first-order model loading onto a secondary general psychological abuse factor demonstrates superior global fit indices:

• Comparative Fit Index (CFI): $.94$ to $.97$
• Tucker-Lewis Index (TLI): $.93$ to $.96$
• Root Mean Square Error of Approximation (RMSEA): $.041$ to $.052$ ($90%\text{ CI } [.035, .058]$)
• Standardized Root Mean Square Residual (SRMR): $.038$ to $.045$

Measurement invariance analyses across gender confirm strict metric and scalar invariance, verifying that observed mean differences between boys and girls reflect true differences in victimization rates rather than measurement bias.

Instrument / Measurement Tool

• Instrument Name: Safe Dates— Psychological Violence Victimization Scale
• Target Population: Adolescents and youth aged 12 to 19 years with current or past dating experience.
• Administration Type: Self-administered paper-and-pencil or computerized/online survey.
• Estimated Completion Time: 3 to 5 minutes.
• Item Count: 14 items.
• Response Format: 4-point ordinal frequency scale:
  • 0 = Never
  • 1 = Seldom
  • 2 = Sometimes
  • 3 = Very Often
• Scoring and Quantification:
  • Continuous Composite Score: Sum of all 14 individual items, generating an aggregate score ranging from 0 to 42. Higher scores indicate greater frequency and severity of psychological abuse.
  • Standard Epidemiological Categorization:
    • 0: Recoded as 0 — No victimization
    • 1–5: Recoded as 1 — Mild psychological abuse
    • 6–9: Recoded as 2 — Moderate psychological abuse
    • 10 and greater: Recoded as 3 — Severe psychological abuse

Permissions & Fee and Test Year

The scale was developed as part of the initial Safe Dates project evaluations conducted between 1994 and 1996, with foundational peer-reviewed findings published in 1996 and comprehensive programmatic trial results appearing in 1998. It is cataloged by the Centers for Disease Control and Prevention (CDC) in Measuring Intimate Partner Violence Victimization and Perpetration: A Compendium of Assessment Tools (Dahlberg et al., 2005, p. 77).

Copyright and Licensing: The assessment scale is in the public domain. It is accessible free of charge for non-commercial academic, research, and school clinical purposes. No licensing fees or proprietary software permissions are required to utilize the scale. Researchers and practitioners are expected to cite the original validation literature authored by Foshee and colleagues (1996, 1998) when publishing findings derived from the tool. Note that while the 14-item survey scale is in the public domain, the formal Safe Dates Program commercial curriculum package is distributed through Hazelden Publishing.

References

• Dahlberg, L. L., Toal, S. B., Swahn, M., & Behrens, C. B. (2005). Measuring Intimate Partner Violence Victimization and Perpetration: A Compendium of Assessment Tools. Centers for Disease Control and Prevention, National Center for Injury Prevention and Control. https://www.cdc.gov/ncipc/pub-res/IPV_Compendium.pdf
• Foshee, V. A., Linder, G. F., Bauman, K. E., Langwick, S. A., Arriaga, X. B., Heath, J. L., McMahon, P. M., & Bangdiwala, S. (1996). The Safe Dates project: Theoretical basis, evaluation design, and selected baseline findings. American Journal of Preventive Medicine, 12(5 Suppl), 39–47. https://doi.org/10.1016/S0749-3797(18)30263-6
• 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., Bauman, K. E., Ennett, S. T., Linder, G. F., Benefield, T., & Suchindran, C. (2004). Assessing the long-term effects of the Safe Dates program and a booster in preventing and reducing adolescent dating violence victimization and perpetration. American Journal of Public Health, 94(4), 619–624. https://doi.org/10.2105/ajph.94.4.619
• Foshee, V. A., Bauman, K. E., Ennett, S. T., Suchindran, C., Benefield, T., & Linder, G. F. (2005). Clear evidence of the long-term effectiveness of Safe Dates in preventing adolescent dating violence. American Journal of Public Health, 95(10), 1697–1700. https://doi.org/10.2105/ajph.95.10.1697

13. Items of the Scale (Questionnaire)