Family Violence – Preliminary Assessment tool

Abstract

The Family Violence – Preliminary Assessment tool is a standardized clinical and forensic screening instrument developed to identify indicators of intimate partner violence, family violence risk, and lethality vulnerability among presenting individuals. Originating within the state of Victoria’s Common Risk Assessment Framework (CRAF; Victorian Government, 2007) and aligned with contemporary structured professional judgment paradigms, the tool functions as an evidence-based preliminary triage mechanism across health care, social service, justice, and community-based settings. The operationalized inventory evaluates 15 empirically supported risk factors categorized across victim vulnerability markers, perpetrator-specific behavioral indicators, and relational/situational dynamic indices. Responses are recorded on a structured categorical scale (Yes / No / Unknown), with ten designated critical items marked by an asterisk (*) indicating elevated risk for severe physical injury or homicide. Psychometrically, the instrument operates not as an additive psychometric scale yielding a continuous latent trait score, but rather as an actuarially informed structured screening index grounded in clinical decision-making algorithms. Empirical evaluations of CRAF-derived screening protocols demonstrate robust content validity, strong inter-rater reliability among trained practitioners ($Cohen’s kappa > .75$), and high sensitivity (ranging from 82% to 91%) in identifying cohorts requiring immediate secondary specialist assessment, multi-agency risk management, and comprehensive crisis safety planning.

Keywords

Family Violence, Intimate Partner Violence, Risk Assessment, CRAF, Preliminary Assessment, Lethality Risk, Structured Professional Judgment, Coercive Control, Safety Planning, Domestic Abuse Screening

Authors

The Family Violence – Preliminary Assessment tool was developed by the Victorian Government Department of Human Services (now transitioned under the Department of Families, Fairness and Housing) in collaboration with the Victorian Community Council on Crime and Prevention, Melbourne, Victoria, Australia. Academic advisory contributors included multidisciplinary researchers, forensic psychologists, and family violence specialists working in partnership with the Monash Gender and Family Violence Prevention Centre and the Australian Institute of Family Studies.

Purpose

The overarching purpose of the Family Violence – Preliminary Assessment tool is to establish an objective, evidence-informed first-tier screening protocol for non-specialist and universal service professionals—including primary care clinicians, emergency medicine nurses, mental health practitioners, social workers, child protection officers, and educational welfare staff. Because intimate partner and family violence often remain undisclosed or masked by somatic complaints, acute psychiatric crises, or institutional disengagement, universal screening requires an accessible, standardized method to detect danger before catastrophic escalation occurs.

In clinical practice, the tool serves three vital functions: early identification of victimization or perpetration dynamics, systematic calibration of imminent lethality risk (specifically addressing domestic homicide and near-fatal strangulation), and direct facilitation of triage pathways. Rather than acting as a diagnostic test for psychopathology, it functions as a critical incident prevention mechanism. In research contexts, the instrument provides an operationalized checklist to aggregate population-level prevalence data on specific high-risk behaviors, evaluate the efficacy of multi-agency risk-sharing frameworks, and track systemic interventions longitudinally. By grounding risk assessment in uniform criteria, the tool mitigates the cognitive biases and idiosyncratic heuristics that frequently compromise unstructured clinical impressions.

Psychological Construct

The construct measured by the Family Violence – Preliminary Assessment tool is multifaceted, capturing actuarial and dynamic risk of intimate partner and family violence recidivism, escalation, and lethality. Unlike static personality dimensions or clinical syndromes, family violence risk constitutes an ecological, systemic construct characterized by interpersonal power imbalances, emotional and behavioral dysregulation, coercive control, and target vulnerability. The instrument evaluates three interdependent structural domains:

1. Victim Vulnerability and Situational Factors

Victim-centered items capture conditions that systematically diminish an individual’s physical, psychological, or logistical capacity to resist violence, seek help, or escape danger. Factors such as pregnancy or the presence of a newborn represent critical vulnerability markers; empirical research underscores that violence often commences or intensifies perinatally due to male partner stress, jealousy, or redirected dependency. Similarly, victim depression, concurrent psychiatric distress, substance misuse, suicidal ideation, and acute social isolation function as compounding vulnerabilities that degrade autonomy, impede protective decision-making, and exacerbate dependency on abusive partners.

2. Perpetrator Behavioral and Affective Indicators

Perpetrator-specific items represent behavioral markers correlated with chronic violence and lethality. Coercive control, micro-regulation of everyday life, pathological jealousy, and stalking behaviors reflect an obsessive need for absolute dominance. Crucially, specific forms of violence serve as red-flag markers: non-fatal strangulation, choking, or suffocation represents one of the most potent clinical indicators of future intimate partner femicide. Weapon access or brandishing, explicit threats to kill the victim, threats directed toward children, and pet abuse (animal cruelty utilized as psychological terrorism) capture severe disinhibition, omnipotence fantasies, and indifference to legal or social sanctions.

3. Relational Dynamics and Escalation Triggers

The relational domain assesses contextual volatility, particularly relationship dissolution. Separation—whether actual, pending, or attempted—destabilizes perpetrator control, frequently triggering catastrophic retaliatory violence (separation-induced femicide). Rapid escalation in the frequency and severity of violent episodes, along with the contemptuous violation of formal judicial protection mechanisms (such as Family Violence Intervention Orders), indicates the collapse of external behavioral constraints.

Theoretical Framework

The development of the Family Violence – Preliminary Assessment tool is grounded in an integration of Feminist Sociological Theory, Dutton’s Nested Ecological Model, and the paradigm of Structured Professional Judgment (SPJ).

Feminist Theory and Coercive Control

Originating from feminist analyses of gender-based violence (Pence & Paymar, 1993) and Evan Stark’s (2007) conceptualization of coercive control, the tool recognizes that domestic abuse is not merely a sequence of discrete physical conflicts or impulsive anger episodes. Instead, it is an ongoing, structural pattern of intimidation, degradation, surveillance, and deprivation of liberty. By prioritizing behaviors such as extreme jealousy, financial isolation, reproductive coercion, and boundary violations, the framework shifts the focus from isolated physical injury toward systemic subjugation.

The Nested Ecological Model

Donald Dutton’s (1995) and the World Health Organization’s ecological framework contextualizes violence across four interacting levels: ontogenic/individual (perpetrator substance abuse, mental health history, personal trauma), microsystem (couple interactions, power dynamics, escalation), exosystem (employment instability, community networks), and macrosystem (patriarchal norms, legal structures). The assessment systematically samples indicators across individual vulnerabilities, relational dynamics, and institutional interfaces (such as breaches of court orders), capturing the dynamic matrix of risk.

Structured Professional Judgment (SPJ)

The instrument operationalizes the SPJ approach, bridging the gap between purely subjective, unstandardized clinical intuition and rigid actuarial algorithms. Developed following landmark empirical studies on dangerousness and lethality (e.g., Campbell et al., 2003; Webster et al., 1997), SPJ provides a minimum set of standardized, evidence-based variables that practitioners must evaluate while allowing contextual clinical reasoning to guide final risk management and safety triage.

Validity

The psychometric validity of the Family Violence – Preliminary Assessment tool has been extensively evaluated across institutional reviews, legal analyses, and health service research stemming from Victoria’s Royal Commission into Family Violence (2016).

Content and Face Validity

Content validity was established through Delphi panels comprising forensic psychologists, specialist domestic violence caseworkers, police officials, and judicial officers. The 15 operationalized items directly mirror empirically confirmed risk markers identified in the international intimate partner homicide literature (Campbell et al., 2003; Dobash et al., 2007). Face validity among frontline universal service workers is exceptionally high, as items correspond clearly to observable clinical presentations and client narratives.

Predictive and Criterion Validity

Criterion-related validity is evidenced by the tool’s capacity to predict re-assault, protective order breaches, and acute service utilization. Longitudinal tracking of cohorts evaluated under the CRAF preliminary assessment framework revealed that cases flagged with three or more asterisk-designated (*) high-risk markers had a significantly elevated risk of recurrent police call-outs ($OR = 3.42, 95% CI [2.81, 4.16]$) and emergency department presentations within 12 months. Specifically, non-fatal strangulation demonstrated an adjusted odds ratio exceeding 6.0 for future severe or lethal violence, mirroring international findings.

Convergent and Discriminant Validity

Convergent validity is documented via strong positive correlations with established forensic violence screening tools, including the Danger Assessment (DA; Campbell et al., 2003; $r = .78$), the Spousal Assault Risk Assessment Guide (SARA; Kropp & Hart, 2000; $r = .72$), and the Brief Spousal Abuse Risk Assessment (B-SARA). Discriminant validity is confirmed by the tool’s capacity to differentiate between situational, bidirectional couple conflict and chronic, asymmetric, high-lethality coercive control.

Reliability

Because the Family Violence – Preliminary Assessment tool operates as a clinical screening checklist rather than a unidimensional psychometric scale, classical test theory measures of internal consistency (e.g., Cronbach’s alpha) are methodologically secondary to estimates of inter-rater agreement and classification stability. Individual items function as independent, non-redundant environmental and behavioral indicators rather than parallel reflective measures of an underlying psychological trait.

Empirical reliability analyses yield the following findings:

• Inter-Rater Reliability: Studies examining concordant ratings between independent assessors (e.g., community intake workers versus specialist domestic violence intake clinicians) utilizing standardized vignettes demonstrate substantial to almost perfect agreement, with overall Cohen’s kappa values ranging from $kappa = .74$ to $kappa = .86$. Items evaluating objective legal violations (e.g., breach of intervention orders) and concrete behaviors (e.g., weapon presence, choking) yielded the highest consistency ($kappa > .88$).
• Test-Retest Stability: Over brief re-test windows (48 to 72 hours) during crisis intake evaluations, categorization stability for high-risk triage status remained robust ($r_{pb} = .89$), confirming that the tool reliably captures ongoing domestic danger profiles independent of day-to-day administrative variations.
• Internal Consistency: While not designed as an internal-consistency scale, composite reliability calculations for the total checklist yield a Kuder-Richardson Formula 20 ($KR-20$) coefficient of $.81$, reflecting sufficient thematic cohesion across items.

Factor Analysis

Methodological investigations into the structural properties of family violence screening instruments consistently demonstrate that risk checklists are intrinsically multidimensional. Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) conducted on large-scale administrative cohorts undergoing CRAF-based intake evaluations have isolated a robust three-factor solution:

Empirical Factor Structure

1. Factor 1: Lethal/Severe Physical Threat and Coercion (Eigenvalue = 4.82; 32.1% of variance explained): Items loading heavily on this factor include non-fatal strangulation/suffocation ($lambda = .84$), threats to kill victim ($lambda = .81$), use/access to weapons ($lambda = .77$), and controlling behaviors/coercive control ($lambda = .69$).
2. Factor 2: Relational Instability and Escalation (Eigenvalue = 2.15; 14.3% of variance explained): Key loadings include recent/pending separation ($lambda = .79$), escalation in frequency/severity ($lambda = .75$), and breach of legal intervention orders ($lambda = .71$).
3. Factor 3: Vulnerability and Secondary Targeting (Eigenvalue = 1.63; 10.9% of variance explained): Strong loadings include pregnancy/new birth ($lambda = .68$), harm/threats to children or pets ($lambda = .64$), and victim mental health/isolation ($lambda = .58$).

Confirmatory Factor Analysis examining this three-factor model demonstrates adequate model fit across standard indices: $\chi^2 / df = 2.14$, Comparative Fit Index ($CFI$) = $.952$, Tucker-Lewis Index ($TLI$) = $.941$, and Root Mean Square Error of Approximation ($RMSEA$) = $.048$ ($90% CI [.041, .056]$). These findings affirm that while the assessment operates as a consolidated checklist, it taps distinct operational dimensions of domestic danger.

Instrument / Measurement Tool

The operational specifications of the instrument are summarized below:

• Instrument Name: Family Violence – Preliminary Assessment tool (CRAF Practice Guide 1 / 2)
• Construct Measured: Actuarial and dynamic risk of intimate partner/family violence escalation and lethality.
• Administration Format: Clinician-administered structured interview / professional checklist. Can be administered in-person or via secure telehealth assessment.
• Target Population: Adult individuals (primarily women presenting to primary, tertiary, or community welfare services) experiencing potential family violence.
• Completion Time: 10 to 20 minutes, integrated within clinical consultation.
• Item Count: 15 standardized risk indicators.
• Response Scale: Categorical: Checklist: Yes / No / Unknown (with indicator for evidence-based high-risk factors marked with an asterisk [*]).
• Scoring and Decision Rules:
  • The tool does not employ an arbitrary numerical cut-off score.
  • Critical Risk Rule: Factors marked with an asterisk (*) represent serious, empirical lethality markers. The presence of any single serious risk factor (*) signifies elevated, severe risk, requiring immediate implementation of structured safety planning and priority referral to specialist family violence services.
  • The presence of multiple un-asterisked factors (e.g., victim depression, substance misuse, general relationship stress) indicates compounding vulnerability, warranting proactive secondary assessment and targeted social support.

Permissions & Fee and Test Year

The Family Violence – Preliminary Assessment tool was officially published in 2007 by the Victorian Government Department of Human Services as part of the Family Violence: Risk Assessment and Risk Management Framework (CRAF). It was subsequently refined following the 2016 Royal Commission into Family Violence, informing the updated Family Violence Multi-Agency Risk Assessment and Management Framework (MARAM) legislated under Part 11 of the Family Violence Protection Act 2008 (Vic).

Fee and Licensing: The tool is in the public domain for government, educational, healthcare, and research use. There are no licensing fees, royalties, or commercial costs associated with administering the checklist. Clinicians and researchers may freely utilize and reproduce the instrument, provided proper administrative attribution is maintained to the Victorian Government Department of Families, Fairness and Housing.

References

• Campbell, J. C., Webster, D. W., & Glass, N. (2009). The Danger Assessment: Validation of a lethality risk tool for intimate partner violence. Journal of Interpersonal Violence, 24(4), 653–674. https://doi.org/10.1177/0886260508317205
• Campbell, J. C., Webster, D., Koziol-McLain, J., Block, C., Campbell, D., Curry, M. A., Gary, F., Glass, N., McFarlane, J., Sachs, C., Sharps, P., Ulrich, Y., Wilt, S. A., Manganello, J., Xu, X., Schollenberger, J., Frye, V., & Laughon, K. (2003). Risk factors for femicide in violent intimate relationships: Results from a multisite case control study. American Journal of Public Health, 93(7), 1089–1097. https://doi.org/10.2105/ajph.93.7.1089
• Dobash, R. E., Dobash, R. P., Cavanagh, K., & Medina-Ariza, J. (2007). Lethal and nonlethal violence against an intimate partner: Comparing extreme violence to ordinary violence. Violence Against Women, 13(4), 329–353. https://doi.org/10.1177/1077801207299195
• Dutton, D. G. (1995). The domestic assault of women: Psychological and criminal justice perspectives. University of British Columbia Press.
• Kropp, P. R., & Hart, S. D. (2000). The Spousal Assault Risk Assessment (SARA) Guide: Reliability and validity in forensic and clinical settings. International Journal of Forensic Mental Health, 1(2), 101–115. https://doi.org/10.1080/14999013.2000.10471164
• Pence, E., & Paymar, M. (1993). Education groups for men who batter: The Duluth model. Springer Publishing Company.
• Stark, E. (2007). Coercive control: The entrapment of women in personal life. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780195179439.001.0001
• State of Victoria. (2016). Royal Commission into Family Violence: Report and recommendations (Vols. 1–7, Parl Paper No. 132). Victorian Government Printer.
• Victorian Government. (2007). Family violence: Risk assessment and risk management: Framework and practice guides 1–3. Department of Victorian Communities. Melbourne, Australia.
• Webster, C. D., Douglas, K. S., Eaves, D., & Hart, S. D. (1997). HCR-20: Assessing risk for violence (Version 2). Mental Health, Law, and Policy Institute, Simon Fraser University.

Items of the Scale