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The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University School of Nursing Multi City Intimate Partner Femicide Study Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156

The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

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Page 1: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

The Danger Assessment: An Instrument for Helping Women

Understand DV Danger

Jacquelyn Campbell PhD RN FAANAnna D. Wolf Endowed Chair

Johns Hopkins University School of Nursing Multi City Intimate Partner Femicide Study

Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156

Page 2: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

DANGER ASSESSMENT (Campbell ‘86)www.dangerassessment.org

Developed in 1985 to increase battered women’s ability to take care of themselves (Self Care Agency; Orem ‘81, 92) – original DA used with 10 samples of 2251 battered women to establish preliminary reliability & validityInteractive, uses calendar - aids recall plus women come to own conclusions - more persuasive & in adult learner/ strong woman/ survivor modelIntended as lethality risk instrument versus reassault (e.g. SARA, K-SID) - risk factors may overlap but not exactly the same

Page 3: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Danger Assessment – Independent Predictive Validity Studies - Reassault

(Goodman, Dutton & Bennett, 2001) N = 92; 53% returned; successful prediction of reabuse, DA stronger predictor than CTS2 (4.2 vs. 2.8 OR per 1 SD DA vs. CTS2)Women’s perception of danger stronger predictor than any of the 10 DA items available in criminal justice records – (Weisz, Tolman, & Saunders, 2000)Heckert & Gondolf (’02; ‘04) N = 499 – DA- 66% sensitivity but 33% false positives - Women’s perception of risk PLUS DA best model (over SARA & K-SID) but women’s perception of risk by itself not quite as good as DA

Page 4: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Femicide Risk StudyPurpose: Identify and establish risk factors for IP femicide

– (over and above domestic violence)

Significance: Determine strategies to prevent IP femicide – especially amongst battered women – Approximately half of victims (54% of actual femicides; 45% of attempteds) did not accurately perceive their risk – that perpetrator was capable of killing her &/or would kill her

Page 5: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

RISK FACTORS FOR INTIMATE PARTNER RISK FACTORS FOR INTIMATE PARTNER FEMICIDE: RESEARCH TEAMFEMICIDE: RESEARCH TEAM(Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)(Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)

RISK FACTORS FOR INTIMATE PARTNER RISK FACTORS FOR INTIMATE PARTNER FEMICIDE: RESEARCH TEAMFEMICIDE: RESEARCH TEAM(Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)(Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)

R. Block, PhD (ICJA)D. Campbell, PhD, RN (FSU)J. McFarlane, DrPH, RN (TWU)C. Sachs MD, MPH (UCLA)P. Sharps, PhD, RN (GWU)Y. Ulrich, PhD, RN (UW)S. Wilt, PhD (NYC DOH)F. Gary, PhD, RN (UFl)

R. Block, PhD (ICJA)D. Campbell, PhD, RN (FSU)J. McFarlane, DrPH, RN (TWU)C. Sachs MD, MPH (UCLA)P. Sharps, PhD, RN (GWU)Y. Ulrich, PhD, RN (UW)S. Wilt, PhD (NYC DOH)F. Gary, PhD, RN (UFl)

M.A. Curry PhD, RN (OHSU)N. Glass, PhD, RN (OHSU)J. Koziol-McLain, PhD, RN (JHU)J.Schollenberger MPH (JHU)A. Kellerman, MD, MPH (Emory)X. Xu, MSN (JHU)Kathryn Chouaf, MSN (JHU)

M.A. Curry PhD, RN (OHSU)N. Glass, PhD, RN (OHSU)J. Koziol-McLain, PhD, RN (JHU)J.Schollenberger MPH (JHU)A. Kellerman, MD, MPH (Emory)X. Xu, MSN (JHU)Kathryn Chouaf, MSN (JHU)

Page 6: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

RISK FACTORS FOR INTIMATE PARTNER FEMICIDE: RISK FACTORS FOR INTIMATE PARTNER FEMICIDE:

CITIES AND CO-INVESTIGATORSCITIES AND CO-INVESTIGATORS (Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)(Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)

RISK FACTORS FOR INTIMATE PARTNER FEMICIDE: RISK FACTORS FOR INTIMATE PARTNER FEMICIDE:

CITIES AND CO-INVESTIGATORSCITIES AND CO-INVESTIGATORS (Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)(Funded by: NIDA/NIAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)

BaltimoreChicagoHoustonKansas City, KA&MOLos AngelosNew YorkPortland, ORSeattle, WA Tampa/St. PeteWichita, KA

BaltimoreChicagoHoustonKansas City, KA&MOLos AngelosNew YorkPortland, ORSeattle, WA Tampa/St. PeteWichita, KA

P. Sharps (GWU)B. Block (ICJA)J. McFarlane (TWU)Y. Ulrich (UW)C. Sachs (UCLA)S. Wilt (NYDOH)M. A. Curry (OHSU)Y. Ulrich (UW)D. Campbell (FSU)Y. Ulrich (UW)

P. Sharps (GWU)B. Block (ICJA)J. McFarlane (TWU)Y. Ulrich (UW)C. Sachs (UCLA)S. Wilt (NYDOH)M. A. Curry (OHSU)Y. Ulrich (UW)D. Campbell (FSU)Y. Ulrich (UW)

Page 7: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

RISK FACTORS FOR INTIMATE PARTNER FEMICIDE: 11 CITIES(Funded by: NIDA/NIAAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)

RISK FACTORS FOR INTIMATE PARTNER FEMICIDE: 11 CITIES(Funded by: NIDA/NIAAA, NIMH, CDC, NIJ VAWA R01 DA/AA1156)

Page 8: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Case Control DesignData Source

CASES - women who are killed by their intimate partners

Police Homicide FilesProxy informants

CONTROLS - women who are physically abused by their intimate partners

(second set of nonabused controls – for later analysis)

Women themselves

Page 9: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Addition of Attempted Femicides

Data Source

CASES - women who are killed by their intimate partners

Police Homicide filesProxy informants

CONTROLS - women who are physically abused by their intimate partners

Women themselves

CASES - women who are ALMOST killed by their intimate partners

Women themselves – to address issue of validity of proxy information

Page 10: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Definition: Attempted FemicideGSW or SW to the head, neck or torso.Strangulation or near drowning with loss of consciousness.Severe injuries inflicted that easily could have led to death.GSW or SW to other body part with unambiguous intent to kill.If none of above, unambiguous intent to kill.

Page 11: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Recruitment of Attempted FemicidesFrom police assault files – difficult to impossible in many jurisdictionsFrom shelters, trauma hospital data bases, DA offices – attempted to contact consecutive cases wherever located – many victims move Failure to locate rates high – but refusals low (less than 10%)Telephone interviews – subsample of 30 in depth Safety protocols carefully followed

Page 12: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

In Depth Interviews (N = 30) (Nicolaidis et. al. 2003, J of General Internal Medicine)

Interviews conducted on phone or anywhere woman wishedBaltimore, Houston, Kansas City, Portland, Tampa, & Wichita – approximately 15% from each cityAge 17-34 – 40% African American, 40% Anglo, 20% Hispanic; across income categories10 (67%) had history of escalating physical &/or sexual assault; 5 (17%) with minor violence and controlling behavior, 2 with controlling behavior only; 2 with NO history of violence OR controlling behavior – similar to larger study

Page 13: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

In Depth Interviews (N = 30)Even so, 14 women (almost half) said they had NO clue how dangerous he was – but with DA, all but 3 could have been identified73% of cases – significant relationship change – majority – she was leaving him but in 4 cases he had left her but got enraged when she started seeing someone else or wouldn’t take him back when he changed his mindAbout 30% – clearly at risk – she was scared & we would have been scared for her – about 55% could have been identified with skilled risk assessment – but 15% almost totally out of the blue

Page 14: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

PRIOR PHYSICAL ABUSE & STALKING EXPERIENCED ONR YEAR PRIOR TO FEMICIDE (N=311) & ATTEMPTED FEMICIDE (N=182)

PRIOR PHYSICAL ABUSE & STALKING EXPERIENCED ONR YEAR PRIOR TO FEMICIDE (N=311) & ATTEMPTED FEMICIDE (N=182)

Prior physical abuseIncreased in frequencyIncreased in severityStalked

No prior physical abuse Stalked

Prior physical abuseIncreased in frequencyIncreased in severityStalked

No prior physical abuse Stalked

Femicide Femicide

70%70%

66%66%

62%62%

87%87%

30% 30%

58%58%

Femicide Femicide

70%70%

66%66%

62%62%

87%87%

30% 30%

58%58%

AttemptedAttempted

72%72%

54%54%

60%60%

95%95%

28%28%

72%72%

AttemptedAttempted

72%72%

54%54%

60%60%

95%95%

28%28%

72%72%

Page 15: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

INTIMATE PARTNER ABUSED CONTROLS (N = 356)

Random sample selected from same cities as femicide and attempted femicide cases Telephone survey conducted 11/98 - 9/99 using random digit dialingWomen in household 18-50 years old & most recently celebrated a birthday Women abused (including sexual assault & threats) by an intimate partner w/in 2 years prior – modified CTSSafety protocols followed

Page 16: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Sample – (only those cases with prior physical abuse or threats)

Number FEMICIDE CASES 220

ATTEMPTED FEMICIDE CASES 143

ABUSED CONTROLS 356

Page 17: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Sociodemographic comparisons

0

10

20

30

40

50

60

70

80

90

Af/Am Anglo Hispanic <HS Ed Job

Fem/Att. Perp

Abuse Perp

Fem/Att. Victim

Abuse Victim

Mean AgeFem/Att Perp = 36Abuse Perp = 31Fem/Att Victim = 34Abuse Victim = 29

Page 18: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

DANGER ASSESSMENT - Actual (N = 263) & Attempted (N=182) Femicides & Abuse Victims (N=342)*

Reliability (Coefficient Alpha)- Attempted Femicide Victims .75- Abused Control Victims .74- Actual Femicides .80

* Presence of DA items within one year prior to femicide and attempted * Presence of DA items within one year prior to femicide and attempted femicide and within one year prior to worst incident of physical abuse femicide and within one year prior to worst incident of physical abuse experienced by abused controlsexperienced by abused controls

Page 19: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

DANGER ASSESSMENT SCORES

3.43.63.2

7.17.07.4

All FemicidesFemicide w/o suicideFemicide/suicide

3.27.9Attempted Femicide

2.8 2.9*Abused Controls

SDMean

Attempted and Femicide scores significantly higher than abused controls (*p<.05)

Page 20: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

DANGER ASSESSMENT ITEMS COMPARING ACTUAL & ATTEMPTED FEMICIDE SURVIVORS (N=493) & ABUSED (WITHIN PAST 24 MONTHS) CONTROLS (N=427) (*p < .05)

DANGER ASSESSMENT ITEMS COMPARING ACTUAL & ATTEMPTED FEMICIDE SURVIVORS (N=493) & ABUSED (WITHIN PAST 24 MONTHS) CONTROLS (N=427) (*p < .05)

Physical violence increased in frequency*Physical violence increased in severity *Partner tried to choke victim *A gun is present in the house *Partner forced victim to have sex *Partner used street drugs *Partner threatened to kill victim *Victim believes partner is capable of killing her * Perpetrator AD Military History (ns.)Stalking score*

Physical violence increased in frequency*Physical violence increased in severity *Partner tried to choke victim *A gun is present in the house *Partner forced victim to have sex *Partner used street drugs *Partner threatened to kill victim *Victim believes partner is capable of killing her * Perpetrator AD Military History (ns.)Stalking score*

Att/Actual

56%

62%

50%

64%

39%

55%

57%

54%

16%

4.6

Att/Actual

56%

62%

50%

64%

39%

55%

57%

54%

16%

4.6

Control

24%

18%

10%

16%

12%

23%

14%

24%

22%

2.4

Control

24%

18%

10%

16%

12%

23%

14%

24%

22%

2.4

Page 21: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

VICTIM & PERPETRATOR OWNERSHIP OF WEAPON IN VICTIM & PERPETRATOR OWNERSHIP OF WEAPON IN FEMICIDE (N = 311), ATTEMPTED FEMICIDE (N = 182), FEMICIDE (N = 311), ATTEMPTED FEMICIDE (N = 182), ABUSED CONTROL (N=427) & NON-ABUSED CONTROL ABUSED CONTROL (N=427) & NON-ABUSED CONTROL (N=418) CASES(N=418) CASES

VICTIM & PERPETRATOR OWNERSHIP OF WEAPON IN VICTIM & PERPETRATOR OWNERSHIP OF WEAPON IN FEMICIDE (N = 311), ATTEMPTED FEMICIDE (N = 182), FEMICIDE (N = 311), ATTEMPTED FEMICIDE (N = 182), ABUSED CONTROL (N=427) & NON-ABUSED CONTROL ABUSED CONTROL (N=427) & NON-ABUSED CONTROL (N=418) CASES(N=418) CASES

15.7 14.6 16.915.6

74.1

52.9

26.8

12.7

0

10

20

30

40

50

60

70

80

Victim Perpetrator

FemicideAttemptedAbused controlNonabused control

2=125.6, P< .0001

Page 22: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Arrest, Protective Orders & Weapon Use

48 (33.6% of 156) of attempteds were shot 15 of the 45 (33.3%) with data - perpetrator either had prior DV arrest or PO at the time of the incident

91 of 159 (57.3%) femicides that had weapon information were shot

Of 74 with data, 27 (36.5%) had a prior DV arrest or had a restraining order at the time of the incident

According to federal legislation – these men should NOT have had possession of a gun

Page 23: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

DANGER ASSESSMENT ITEMS COMPARING ACTUAL & ATTEMPTED FEMICIDE SURVIVORS (N=493) & ABUSED (WITHIN PAST 24 MONTHS) CONTROLS (N=427) (*p < .05)

DANGER ASSESSMENT ITEMS COMPARING ACTUAL & ATTEMPTED FEMICIDE SURVIVORS (N=493) & ABUSED (WITHIN PAST 24 MONTHS) CONTROLS (N=427) (*p < .05)

Partner is drunk every day *Partner controls all victim’s activities *Partner beat victim while pregnant *Partner is violently jealous of victim (says things like “If I can’t have you,no one can”)*Victim threatened/tried to commit suicide Partner threatened/tried to commit suicide *Partner is violent toward victim’s children*Partner is violent outside house*Partner arrested for DV* (not criminality)Partner hurt a pet on purpose

Partner is drunk every day *Partner controls all victim’s activities *Partner beat victim while pregnant *Partner is violently jealous of victim (says things like “If I can’t have you,no one can”)*Victim threatened/tried to commit suicide Partner threatened/tried to commit suicide *Partner is violent toward victim’s children*Partner is violent outside house*Partner arrested for DV* (not criminality)Partner hurt a pet on purpose

Att/Actual

42%

60%

36%

79%

7%

39%

9%

49%

27%

10.1%

Att/Actual

42%

60%

36%

79%

7%

39%

9%

49%

27%

10.1%

Control

12%

32%

7.7%

32%

9%

19%

3%

38%

15%

8.5%

Control

12%

32%

7.7%

32%

9%

19%

3%

38%

15%

8.5%

Page 24: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Nonsignificant Variables of noteHurting a pet on purpose -10% of attempteds/actual victims vs. 8.5% of controls

BUT – some clear cases of using cruelty to a pet as a threat to killWAS a risk for women to be abused (compared with nonabused controls) (AOR = 7.59 – Walton-Moss et al ’05)AND more (but still not sign.) risk in attempted femicide sample – perhaps proxies not as knowledgeable about pets – warrants further investigation

Perpetrator military history – 16% actual/attempteds vs. 22% of controls

Page 25: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Risk ModelsFemicides with abuse history only (violence & threats) compared to abused controls (*N=181 femicides; 319 abused controls – total = 500 (18-50 yo only) Missing variables

variables had to be excluded from femicide model due to missing responses – if don’t know – no – therefore underestimate risk

Logistic Regression Plan – comparing cases & controlsModel variable in blocks – background characteristics – individual & couple, general violence related variables, violent relationship characteristics – then incident level Interaction terms entered – theoretically derived

Page 26: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Significant (p<.05) Variables (Entered into Blocks) before Incident (overall fit = 85% correct classification)

Perpetrator unemployed OR = 4.4Perpetrator gun access OR = 5.4Perpetrator Stepchild OR = 2.4Couple Never Lived Together OR = .34Highly controlling perpetrator OR = 2.1Estranged X Low control (interaction) OR = 3.6Estranged X Control (interaction) OR = 5.5Threatened to kill her OR = 3.2Threatened w/weapon prior OR = 3.8Forced sex OR = 1.9Prior Arrest for DV OR = .34

Page 27: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Significant (p<.05) Variables at Incident Level

Perpetrator unemployed OR = 4.4Perpetrator Stepchild OR = 2.4Couple Never Lived Together OR = .31Threatened w/weapon prior OR = 4.1Highly controlling perpetrator OR = 2.4Estranged X Low control (interaction) OR = 3.1Estranged X Control (interaction) OR = 3.4Perpetrator Used Gun OR = 24.4Prior Arrest for DV OR = .31Trigger - Victim Leaving (33%) OR = 4.1Trigger – Jealousy/she has new relationship OR = 4.9

Page 28: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Femicide – Suicide Cases (32% of femicide cases in study – 29% US)Significant explanatory power for same femicide – suicide risk factors.

Partner access to gunThreats with a weaponStep child in the homeEstrangement

Unique to femicide – suicide:Partner suicide threats – history of poor mental healthMarriedSomewhat higher education levels (unemployment still a risk factor), more likely to be white

Page 29: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

CONCLUSIONSALL DV IS DANGEROUSBut 10 or more yeses on revised scale very dangerous Much more sensitive & specific if weighted items used – ROC curves – area under curve .91 (vs.88 & .83 original version) with acceptable PPV at identifiable higher and lower danger ranges

Page 30: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Instructions for Scoring Revised Danger Assessment

Add total number of “yes” responses: 1 through 19. _____Add 4 points for a “yes” to question 2. _____Add 3 points for each “yes” to questions 3 & 4. _____Add 2 points for each “yes” to questions 5, 6, & 7 _____Add 1 point for each “yes” to questions 8 & 9. _____Subtract 3 points if 3a is checked. _____

Total _____

Note that a yes to question 20 does not count towards total in weighted scoring

Page 31: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Use of this Danger Assessment Scoring system is restricted to:

_________________________ Danger Assessment Certified on __/__/__

Danger Assessment Certification_________________________________________________________________

has completed theDanger Assessment Training Program

and is certified to use theDanger Assessment and Levels of Danger Scoring System to evaluate the level of danger in domestic violence cases.

Jacquelyn C Campbell, PhD, RN, FAANAnna D Wolf Chair

Associate Dean for Faculty AffairsThe Johns Hopkins University School of Nursing

Date

NAME OF VICTIM:

Danger Assessment Scoring Revised 2004

Add total number of “Yes” responses, 1 through 19.Add 4 points for a “Yes” to question 2 Add 3 points for each “Yes” to questions 3 and 4.Add 2 points for each “Yes” to questions 5, 6 and 7.Add 1 point for each “Yes” to questions 8 & 9Subtract 3 points if 3a is checked

Levels of Danger TOTAL Less than 8 Variable Danger

8 – 13 Increased Danger 14 -17 Severe Danger 18 or more Extreme Danger

Use of this Danger Assessment Scoring system is restricted to

____________________________

Danger Assessment Certified xx/xx/2005

Page 32: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Cutoff Ranges - VISE

Based on sum of weighted scoring place into 1 of the following categories:

Less than 8 - “variable danger” 8 to 13 - “increased danger” 14 to 17 - “severe danger”18 or more - “extreme danger”

Page 33: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Tentative suggestions for rangesNEVER DENY SERVICES ON BASIS OF DA or ANY OTHER RISK ASSESSMENT AT CURRENT STATE OF KNOWLEDGEVariable danger range – be sure to tell women level can change quickly – watch for other signs of danger, believe their gut Increased and severe danger – advise women of risk, assertive safety planning; consult with judges, high level of supervision recommendationsHighest level – advise of serious danger – take assertive actions – call for criminal justice or other professional help -- recommend highest bail, highest probation supervision

Page 34: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Risk Prediction 4 Quadrant Model (Webster et. al. ‘94)

(A) TRUE POSITIVES Predicted violence, Violent outcomes

Sensitivity

(B) FALSE POSITIVES Predicted violence

No violent outcomes False Alarms

(C) FALSE NEGATIVES No violence predicted,

Violence occurs

(D) TRUE NEGATIVES No violence predicted,

No violence occurs Specificity

Combination of Sensitivity & Specificity = ROC Curve(Receiver Operating Curve)

Page 35: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

ROC Curve Analysis – 92% under the curve for Attempted Femicides; 90% for actuals

Page 36: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Comparisons on Cutoffs – Sensitivity/Specificity

Femicides Attempteds Specificity

Variable Danger < 8 90% 92% 69%

Increased Danger: 8 – 13 86% 90% 70%

Severe Danger: 14 – 17 83% 86% 80%

Extreme Danger: 18 + 57% 48% 98%

Page 37: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Revised DA Scores (ANOVA p<.000)Group N Mean SD

Not abused 407 -1.54 2.35

Abused Controls 328 2.80 5.61

Attempted Femicides 108 14.87 7.28

Actual Femicides 132 15.20 7.20

Page 38: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Praxis Danger Assessment - support for validity large US case control studyDA as important basis for safety planning - use of cutoffs with cautionRevised with femicide data –

wording checked with victims & advocates across programs – shelter & health care system – PA

Ranges determined – & tested with attempted femicidesWording of levels of danger tested with womenComputerized scoring testing now

Also same sex versionTranslations – Mandarin Chinese, French, Spanish, Cree

Page 39: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Implications for Policy & Safety Planning

Engage women’s mothering concerns & skills (Henderson & Erikson ’97 ‘93; Humphreys ‘93; Sullivan et. al.‘00)

If she says she’s going to leave, cannot leave face to face

Importance of forced sex & stepchild variables – not on most risk assessment instruments

Make sure she knows entire range of shelter services

Be alert for depressed/suicidal batterer

Batterer intervention programs working with partners

Page 40: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Alberta Council of Women’s Shelters DA Collaborative

All women in shelter – 1st & 2nd Stage – in province of Alberta complete DA with advocate within first 48-72 hours of shelter admissionAll advocates certified in DA –

Train the trainer (shelter directors) model so new advocates trained Research funded by Community

Incentive Fund, Government of

Alberta.

Page 41: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Alberta Council of Women’s Shelters DA Collaborative – 9 shelters

Emergency shelter – 6 (N = 209)Second stage shelters 3 (N = 26)Two on reserve (emergency) shelters66% married or common-lawAverage age = 30.6933% English Canadian; 6% other visible minority; 51% Aboriginal self-identify -

Page 42: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Alberta Council of Women’s Shelters DA Collaborative – 9 shelters Project Data (‘07-’08):235 participants 198 calendars completedSpiritual, emotional, financialabuse as well as physical180 qualitative responses4 focus groupsShelter staff survey

Page 43: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Type of Abuse Experienced – Physical Severity 1-5 – on DA Calendar

Page 44: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

ACWS Outcomes Pre Post DA

Page 45: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Outcome results on 4 key questions (outcomes not significantly different for aboriginal women)

0

1

2

3

4

5

6

7

Abuse Sev & Freq 4.0

Level of Danger

Ready to take action

Get help from shelter

Get help from police

Before DA

After DA

Page 46: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Alberta Council of Women’s Shelters DA project: Preliminary Analysis of Qualitative Data – Major themes : Hard to do

“It’s terrible to look back on!” “-very stressed –all the emotional stuff came back – feeling

low” “Had to hold back tears.” “It hurts.”

Increased Awareness – decrease minimization “Confusing and clarifying because at first impression I

minimize, then realize the truth!” “It was eye opening. I have spent a lot of time trying to

minimize my experiences so I could be normal.”

Page 47: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Alberta Council of Women’s Shelters DA project: Preliminary Analysis of Qualitative Data – Major themes : Healing experience

“It was painful when I was thinking [about] all the abuse but it helps me as well to loosen my breathing.”

“It felt good to get it off my shoulders.” Realization of danger

“It was shocking to realize that you are in a terrible situation and you don’t even realize it.”

“It helped me to know how much danger I was in. It scared me.”

Page 48: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Alberta Council of Women’s Shelters DA project: Preliminary Analysis of Qualitative Data – Major themes : Strengthening Resolve

“I should try more to seek outside help to prevent any abuse”

“made me stronger in supporting my decision to be free of stress and harm, especially for my baby….stay safe and secure always, not letting my guard down”

“Well, I want to be able to see my daughter grow. I want her to be able to be a little girl. I don’t want to keep the cycle going. I want her to see good things while she grows up and not abuse.”

Page 49: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Intimate Violence Risk Assessment Validation Study – J. Campbell, C. O’Sullivan & J. Roehl – NIJ #2000WTVX0011

N = 782 women who had accessed system through calling police, civil court, shelter or hospital ED’s – NY & CA (LA County)

Relatively severely abused – 43% severe abusive tactic from CTS last 6 mos60% retention from Time 1 – more severely abused. employed & Latina less like to return38% foreign born; 28% African American; 48% Hispanic/Latina

Page 50: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

As important as the “instrument or system” – the protocol – Elements Needed:

Agreement on purpose of risk assessment in systemApproach to victims if involved

What is said to encourage participationWhat is said regarding use of results – confidentialityIf perpetrator – what are legalities of use of results

Who conducts the risk assessment – first responders? In depth assessors?

Credentials – training necessary

Page 51: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Protocol - continuedWhat happens to results

What is communicated to victimWhat is communicated to system – what parts and for what useWhere is paperwork stored – who has accessHow can victim access later?

Page 52: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Maryland Process – 2004- 07 – Washington Post 10/2/07http://www.mnadv.org/lethality.html

Under leadership of Dave Sargent – [email protected] – (retired DC officer) & Maryland Domestic Violence NetworkCoalition – researchers, criminal justice, advocates - identified need for risk assessment for first respondersIdentified need for quick lethality risk assessment (vs. re-assault)Based on research (modification of DA) & practitioner/first responder wisdom – identified 10 factors

e.g. – query about stepchild felt too dangerous

Page 53: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Maryland Process ContinuedProtocol developed – any of first 3 items (or 3 of next 8)

Victim told of high riskTold first line of defense is advocacy network – told about options available there – full range of servicesUrged to call DV shelter hotline – officer dialsShe can talk but does not have to – officer gives case specifics if she does not want to talk – questions & safety planning advice givenShe is given one last opportunity to talk to advocateProtective Order information also offered

Page 54: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Maryland Protocol – top 3Has he/she threatened to kill you or your children?Has he/she used a weapon against you or threatened you with a weapon?Do you think he/she might try to kill you?

Yes to any one screens in

Page 55: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Maryland Protocol – any 3 additional triggers protocolDoes he/she have a gun or can get one easily?Has he/she ever tried to choke youIs he/she violently jealous or control most or all of your daily activities?Have you left him or separated after living together or being married in the past year?Is he/she unemployed?Has he/she threatened or tried to kill self?Do you have a child that he/she knows is not his/hers?Does he/she follow or spy on you or leave threatening messages?

Is there anything else that worries you about your safety? – assessor judgment about response

Page 56: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Maryland Pilot142 Screens completed in 1 month – 3 jurisdictions

85 victims (62% of the 142 screens) "screened in" 52 (62% of the 85 positive screens) spoke with a counselor2 (of 3 top 3) factors with highest number of positive responses

Severe jealousy and controlling factor (77 yeses out of 142) Strangulation (choking) factor (73 out of 142).

Screens not problematic to administer - 95% of officer screens were understandable according to victims & to officers administering the Screens

82% of officers said the Screen was "very easy" to "fairly easy" to administer Screens very consistent with full DA - 89% at Severe-Extreme

In depth interviews - consensus among counselors – made the danger “seem more real” to women – 1 police officer recounted a case where he felt like the protocol saved a life

Page 57: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Maryland ProcessSeveral meetings and emails for agreement on processTraining for first responders and advocacy systemTraining video developedPilot roll out 8-9/04

Page 58: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Maryland Network Lethality AssessmentFull rollout – 2006 – 60 jurisdictions (now 157 more) Outcomes – in 06 - almost one in three (284) of the 900 women who talked to a DV Advocate on the scene later showed up at a domestic violence services agency -- for a protective order, shelter, counseling, support group or other service. On the Eastern Shore

90% of 354 victims had not received domestic violence services in the past (86% of high risk had never before sought help) But 60% of those told that high risk talked to an advocate at the scene

Page 59: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Calendar Years 2006 & 2007 & 2008 (YTD)63 Agencies and 14 Programs Reporting

Period/#Jurisdictions

LethalityScreens

LS/Day Positive Negative DNA Spoke toAdvocate

Went forServices

3 Qtrs. ‘08(63)

4,696 17.1 2,697 (57%) 1,722 (37%)

277 (06%)

1,557 (58%)5.7/day

433(28%)1.6/day

2007(43)

3,304 9.1 1,923 (58%) 1,179 (36%)

202 (06%)

1,030 (54%)2.8/day

263 (26%)0.7/day

2006(21)

1,839 5.0 990 (54%) 698 (38%) 151 (08%)

531 (54%)1.4/day

158 (30%)0.4/day

Totals -33 mos (63 agencies)

9,839 9.8 5,610 (57%) 3,599(37%)

630 (06%)

3,118 (56%) 854 (27%)

Page 60: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

The “Big” PicturePutting your findings within state & federal systems – mortality statistics, maternal mortality, child fatality reviews, SHR, suicide reviews

Count yearly – hand counts from localities – at least big cities – at least females

Policy recommendations – audiencesCommunity education - media? – educating – having them call fatality reviews first! State and local legislation – collaboration with state DV coalition/networkLocal policies – e.g. gun removalPotential funders

Page 61: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Ideal Process Model

Women in Shelters Or Health Care System

Danger Assessment & Safety Assessment

Partners of Men in System

Offenders in CJ or BIP Or MH or SA Tx

Judicial System

Risk Assessment

System Safety Audit – Including Fatality Reviews

MD LethalityAssessment or B-SAFER

Page 62: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Advice for Fatality Review TeamsInterview a member of the family of the victim – who she/he confided in – interview by a member of team or staff (Baltimore Fatality Review Team has a interview protocol – will share)

Otherwise will never know which cases had prior DVGet information from CPS about all children but also victim & perpetrator as children – also child witnessesAttempted homicides if possibleGet health care records – victim & perpetrator HIPAA can be waived (Baltimore has model letter that can share)

From local ED’s, urgent care Local hospitals – inpatient and outpatient – physical & mental health, prenatal care or at least birth records

Page 63: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Implications for Policy – System Issues

Making sure he doesn’t have access to her as part of the court process

Importance of forced sex, stepchild & choking variables – not on most risk assessment instruments

Issues with marital rape prosecution Strangulation issues Blended families

Make sure she knows entire range of shelter services

Be alert for depressed/suicidal batterer

Batterer intervention programs working with partners

Page 64: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Policy/Practice/Research - System Implications

Need for substance abuse Tx in abusive men – concurrent with batterer intervention? Combination programs? New models needed with rigorous evaluations Coordinated community response with probation, courts, batterer intervention and DV victim services closely working togetherNeed for collaborations btw. researchers & clinicians in substance abuse, health, criminal justice and advocacy – for advances in risk assessment – research and policyDeadly mix of guns, substances & IPV –

Page 65: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Future Directions“Danger Assessment is a Process not a Product” (B. Hart)Field developing rapidly – watch literatureDifferentiating lethality & reoffending risk - different batterer typologies may explain differences (Holtzworth-Munroe)Strategies for working with victims important – to increase their realistic appraisal and to determine risk factors not available from criminal record checks or from perpetrators never previously arrested – e.g. as part of batterer intervention programsAssessing safety – protective strategies as well as danger – implications for interventionsTwo parallel processes – reoffending risk for criminal justice cases; danger (lethality) – e.g. DVSI risk for victim safety planning

Page 66: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Immigration IssuesMay pretend that understands English better than she/he does

Language as a means of controlTelephone interpreter better than nothing but best to have a member of team –

Afraid of deportation May have been threatened with own deportation OR a family member’s deportation

Page 67: The Danger Assessment: An Instrument for Helping Women Understand DV Danger Jacquelyn Campbell PhD RN FAAN Anna D. Wolf Endowed Chair Johns Hopkins University

Never forget who it’s for -

“please don’t let her death be for nothing – please get her story told”

(one of the Moms)