MEASURING CRIMINAL THINKING: THREE DIFFERENT PERSPECTIVES ON IMPLEMENTATION Alec Boros, Ph.D. Research Manager, Oriana House, Inc. Mike Randle Program Manager, Oriana House, Inc. Dzanela Sehic Program Coordinator, Oriana House, Inc. Overview Responsivity: A Review Summary of Responsity Assessments we use A Short Inventory of Problems The Criminal Thinking Scale The Assessment Some Results from our Agency Putting the CTS to Use: A facility manager perspective Putting the CTS to Use: Caseworker perspective Responsivity: A Review Relationship of Targeted Interventions: Neglected Areas Desired Outcome Fidelity Responsivity Treatment Plan Risk Dosage Need Treatment Responsivity: General vs. Specific General Responsivityis associated the use of the most effective correctional programming to change the criminogenic needs of offenders Specific Responsivity Use cognitive behavioral interventions that take into account characteristics of the individual. Failure to address can hinder treatment efforts Responsivity: Internal vs. External Internal Responsivity Factors Characteristics of the individual offender Demographic More difficult to assess and accommodate factors such as personality and intelligence They can contribute to the engagement of offenders into treatment and the development of therapeutic alliance Responsivity: Internal vs. External External Responsivity Factors The interaction between Facility, Staff and Client characteristics Facility Staff Client How can we categorize these responsivity areas? Peers Motivation Trauma Literacy Attitude/Thinking Style Family relations Personality Intelligence Communication style Learning Style Demographic Characteristics Dynamic Characteristics Static or Near-Static Characteristics Programming Gender Race Age Ethnicity Religion Sample of Responsivity Assessments Used at OHI Assessment Construct Our Recommendation Adverse Childhood Experiences (ACE) Assesses exposure to childhood emotional, physical or sexual abuse and household dysfunction Under review. Currently developing norms to examine how we can use information regarding adverse childhood experiences to guide programming. TCU Criminal Thinking Scales (TCU CTS) Measures 6 criminal thinking styles Yes. Good assessment for determining client thinking errors prior to programming. Can be used to guide programming as well as one-on-one client-staff interactions. Also, an effective measure of client change when pre and post test scores are compared TCU Family and Friends Family relationships, family drug use, peer socialization, peer criminality Under review. Currently developing norms to examine how we can use information regarding social functioning (family/friends) to guide programming. Psychological Inventory of Criminal Thinking Style (PICTS) Assesses 8 criminal thinking styles It depends. An excellent, well-validated assessment of preintervention thinking as well as pre and post test change, but maybe not be practical due to length and difficulty in scoring Sample of Assessments Used at OHI Assessment Construct Our Recommendation PTSD Diagnostic Scale (PDS) Assesses severity of Post Traumatic Stress Disorder (PTSD) Symptoms stemming from a traumatic incident Yes. Good for assessment of PTSD symptoms to determine whether client requires a referral for PTSD treatment. Also can be used as a post-test to determine changes in PTSD symptoms. Please note: self report assessment that is administered and scored by a clinician. Short Inventory of Problems (SIP) Measure 5 life areas that could be affected by drug/alcohol use in past 3 months Yes. Good assessment for determining problems related to drug and alcohol use. Can be used to provide insight into areas where client requires assistance. Also, an effective measure of client change and improvement in client functioning when pre and post test scores are compared. University of Rhode Island Change Assessment Score (URICA) Motivation to change as assessed by Transtheoretical Model of Change Yes. Good assessment for determining the client’s initial motivation to change. Can be adapted to address any problem. We found it is not effective as a post-test and cannot effectively be used to determine change in motivation. Criminal Thinking: Selecting an Instrument MAJOR CRIMINOGENIC RISK FACTORS: BIG FOUR & CENTRAL EIGHT C e n t r a l E i g h t 1. 2. 3. 4. Anti-social Attitudes/Thinking Anti-social Peers Anti-social Personality Pattern History of Anti-Social Behavior 5. Family / Marital Factors 6. Lack of Achievement in Education/ Employment 7. Lack of Pro-social Leisure Activities 8. Substance Abuse B i g F o u r Selecting an Appropriate Responsivity Assessment Criminal Thinking Scale (TCU CTS) Origins Developed from the work of Glen Walters and the Bureau of Prisons in 1996 Knight et al., development assessment in 2006 Reliability and validity of the CTS 3,266 clients from 26 programs Criminal Thinking Scale (TCU CTS) requires about 15 minutes to complete 36-item self-report questionnaire Each item is rated using a 5-point Likert scale (1 = strongly disagree, 2 = disagree, 3 = uncertain, 4 = agree, 5 = strongly agree) The scales contain an average of 6 items each Higher scores on a subscale indicate a greater tendency to exhibit the pattern of thinking being measured by that subscale TCU CTS Scales Definition Personal Irresponsibility Blaming others/external factors for criminal behavior. Entitlement Feeling of privilege Power Orientation Need for power/ control over others Justification Minimalization of seriousness of antisocial acts Cold Heartedness Callousness Criminal Rationalization Negative attitude toward law and authority figures Criminal Thinking Scale (TCU CTS) Sample CTS questions Criminal Thinking Scale (TCU CTS) Scoring Breakdown Criminal Thinking Scale: Norming our Population Norming our Population at Oriana Objectives 1. To identify the standard cut-off CTS scores used in the agency 2. To illustrate pre- and post- test results of TCU CTS assessment which serves as a measure of change in criminal thinking. Why develop our own cut-off scores? TCU Norms were developed with a different population Greater Socio-economic diversity Greater diversity in problem severity Greater diversity in correctional setting Not gender specific Populations used Male and Female Halfway House, CBCF, Probationers (contract) NORMING OUR POPULATION AT ORIANA Demographic Gender (n = 1,707) Male Summit Male CBCF Summit Female CBCF RCC TMRC 338 Female JNRM CBCF 170 113 269 CROSSWAEH 486 Total 211 1205 70.6% 120 502 29.4% Education (n = 1,276) No GED/ High School 155 43 72 23 229 522 40.9% High School/ GED 175 64 182 51 241 713 55.9% Higher than High School/ GED 8 6 14 1 12 Race (n = 1,243) Caucasian 150 84 212 32 139 617 49.6% African American 168 24 46 42 306 586 47.1% 7 2 4 2 25 40 3.2% Other 41 3.2% Norming our Population at Oriana Facility CTS (n = 1,707) Male Summit CBCF TMRC JNRMCBCF CROSSWEAH Female Summit CBCF RCC CROSSWAEH Criminal Thinking Scales scores at intake: Entitlement Justification Power Orientation Median Mean Cold Heartedness Median Mean Criminal Rationalization Median Mean Personal Irresponsibility Median Mean Mean Median Mean Median 15.6 15.7 17.0 14.8 15.0 15.0 16.7 13.3 16.3 16.4 17.6 17.0 15.0 16.7 18.3 16.7 20.2 20.5 20.1 20.8 20.0 20.0 20.0 21.5 23.9 24.4 26.0 21.8 24.0 24.0 26.0 22.0 24.6 25.6 25.5 22.7 25.0 25.0 25.0 21.7 18.0 18.5 19.7 17.1 18.3 18.3 20.0 16.7 14.2 14.0 14.5 11.67 10.0 11.7 17.1 15.4 16.9 16.7 13.3 15.0 19.1 17.9 19.4 18.6 17.1 18.6 21.0 23.1 21.4 20.0 22.0 20.0 21.2 20.8 21.2 20.8 20.0 20.0 16.4 16.5 16.3 15.0 15.0 15.8 Red numbers represent the highest scores in each criminal subscale. Blue numbers represent the lowest scores in each criminal subscale. Norming our Population at Oriana Mean and median of intake CTS scores compared by gender: Criminal Thinking Scales Facility Male Female Entitlement Justification Mean Median Mean Median 16.0 14.2 15.0 11.7 16.9 16.1 16.7 15.0 If CTS scores differ by gender (p < 0.05) Independent t-test* .001 .007 Power Orientation Median Mean Cold Heartedness Median Mean Criminal Rationalization Median Mean Personal Irresponsibility Median Mean 20.3 18.5 24.4 22.3 24.8 21.0 18.6 16.4 20.0 17.1 .001 24.0 22.0 .001 25.0 20.0 .001 18.3 15.0 .001 *Since there are some data which were not normally distributed, non-normal distributed data were transformed to the log number before running independent t-test analysis. Norming our Population at Oriana OHI Female (n ~ 452) OHI Male (n ~ 1,137) TCU data (n ~ 3,266) Entitlement Justification Power Orientation Cold Heartedness Criminal Rationalization Personal Irresponsibility 14.2 16 19.8 16.1 17 21.3 18.5 20.3 25.8 22.3 24.5 23.0 21.0 24.8 32.3 16.4 18.6 21.9 Norming our Population at Oriana CTS norm-referenced cut-off scores: OHI Female Max. Score = 50 26.00 High 25.00 21.43 20.00 20.00 18.33 22.00 Moderate-High 20.00 17.14 15.00 15.00 Low-Moderate 11.66 18.00 15.00 12.86 10.00 Entitlement 11.66 10.00 Justification Low Power Orientation * Cold Heartedness * Criminal Rationalization * * Top three criminal thinking scales that may have the most influence on client thinking to commit crime Personal Irresponsibility Norming our Population at Oriana CTS norm-referenced cut-off scores: OHI Male Max. Score = 50 30.00 High 28.00 24.30 21.66 20.00 20.00 24.00 Moderate-High 25.00 20.00 18.33 16.66 Low-Moderate 15.00 20.00 20.00 15.71 10.00 Entitlement 13.33 11.66 Low Justification Power Orientation * Cold Heartedness * Criminal Rationalization * * Top three criminal thinking scales that may have the most influence on client thinking to commit crime Personal Irresponsibility NORMING OUR POPULATION AT ORIANA ORIANA MALE CTS Scores Q1 (Low) Q2 (Low-Moderate) Q3 (Moderate-High) Q4 (Moderate-High) Entitlement Justification Power Orientation =10 =10 10 ≤ X ≤ 12.9 10 < X ≤ 11.7 10 < X ≤ 15.0 12.9 < X ≤ 17.2 11.7 <X ≤ 18.3 15.0 <X ≤ 20.0 17.2 <X ≤ 21.4 X > 18.3 X > 20 X > 21.4 Cold Heartedness 10 ≤ X ≤ 18.0 18.0 < X ≤ 22.0 22.0 <X ≤ 26.0 X > 26.0 Criminal Rationalization Personal Irresponsibility 10 ≤ X ≤ 15.0 15.0 < X ≤ 20.0 20.0 <X ≤ 25.0 X > 25.0 10 ≤ X ≤ 11.7 11.7 < X ≤ 15.0 15.0 <X ≤ 20.0 X > 20.0 ORIANA FEMALE CTS scores Q1 (Low) Q2 (Low-Moderate) Q3 (Moderate-High) Q4 (Moderate-High) Entitlement =10 10 < X ≤ 15.0 15.0 <X ≤ 20.0 X > 20.0 Justification 10 ≤ X ≤ 11.7 11.7 < X ≤ 16.7 16.7 <X ≤ 20.0 X > 20.0 Power Orientation 10 ≤ X ≤ 15.7 15.7 < X ≤ 20.0 20.0 <X ≤ 24.3 X > 24.3 Cold Heartedness 10 ≤ X ≤ 20.0 20.0 < X ≤ 24.0 24.0 <X ≤ 28.0 X > 28.0 Criminal Rationalization 10 ≤ X ≤ 20.0 20.0 < X ≤ 25.0 25.0 <X ≤ 30.0 X > 30.0 Personal Irresponsibility 10 ≤ X ≤ 13.3 13.3 < X ≤ 18.3 18.3 <X ≤ 21.7 X > 21.7 Criminal Thinking Scale: Pre- and Post-Tests Pre- and Post- CTS results Specialized Cognitive Offender Programming & Education - SCOPE - SCOPE data were analyzed from 2010 to 2012. Average Pre- and Post- CTS scores compared by gender Male (n = 539) Entitlement Justification Personal Irresponsibility Power Orientation Cold Heartedness Criminal Rationalization Intake Post-test 17.96 17.60 19.03 Female (n = 84) p-value Intake Post-test .200 15.04 14.63 .421 18.24 .005* 16.61 16.05 .375 21.66 20.31 .000* 19.71 18.63 .095* 22.44 21.64 .004* 20.99 19.91 .173 25.77 24.88 .002* 23.02 22.93 .912 28.88 27.50 .000* 26.33 25.27 .198 Blue numbers represent CTS scores statistically decreased over the assessment period. p-value Pre- and Post- CTS results Specialized Cognitive Offender Programming & Education - SCOPE Average Pre- and Post CTS scores compared by year 2010 (n = 243) 2011 (n=222) 2012 (n=160) Entitlement Justification Personal Irresponsibility Power Orientation Cold Heartedness Criminal Rationalization Intake Post-test 17.24 17.46 18.62 p-value Intake Post-test .662 17.70 17.75 18.33 .533 19.09 21.22 20.47 .092 22.07 21.78 24.11 28.78 p-value Intake Post-test .895 17.85 16.03 .001* 18.40 .076* 18.29 16.74 .001* 21.88 20.68 .004* 20.99 18.67 .001* .545 22.49 21.93 .177 22.15 20.07 .001* 24.15 .925 26.17 25.37 .101 26.30 24.27 .001* 27.92 .077* 28.49 27.64 .069* 28.16 25.40 .001* Blue numbers represent CTS scores statistically decreased over the assessment period. p-value Pre- and Post- CTS results Criminal Thinking Subscales Entitlement Justification Power Orientation Cold Heartedness Criminal Rationalization Personal Irresponsibility Summit Male CBCF (n~88) JNRMCBCF (n~132) CROSSWAEH Male (n~101) Female (n~71) RCC (n~101) Pre Post Sig. Pre Post Sig. Pre Post Sig.+ Pre Post Sig.+ Pre Post Sig.+ 15.1 15.9 19.7 23.7 15.8 16.2 20.3 23.7 .195 .515 .270 .942 16.7 16.8 19.6 25.4 16.9 17.6 20.7 25.1 .666 .106 .015* .608 13.8 14.4 17.2 23.4 13.2 14.4 16.9 23.1 .043* .643 .900 .644 14.8 17.5 21.3 21.6 12.3 13.7 17.3 19.8 .001* .001* .001* .003* 14.3 16.2 18.3 20.4 12.0 13.4 16.8 20.4 .000* .000* .006* .758 24.3 23.8 .504 25.3 25.7 397 20.2 18.7 .017* 22.8 17.8 .001* 20.8 17.3 .000* 17.5 18.0 .310 19.4 18.5 .057*. 16.0 14.5 .005* 17.1 13.4 .001* 16.4 13.5 .000* • Red numbers represent significant increase in score from pre- to post-test. • Blue numbers represent significant decrease in score from pre- to post-test Putting the CTS to Use: A facility manager perspective JUDGE NANCY CBCF RESULTS Variable Race Variable Categories n % African American 316 62.2 Caucasian 147 28.9 Hispanic 15 3.0 Multiracial 10 2.0 Other 7 1.4 No High School Degree 229 45.1 High School Degree 103 20.3 GED 158 31.1 Associate Degree 12 2.4 Bachelor’s Degree 2 .4 Advanced Degree 1 0.2 Education JUDGE NANCY CBCF RESULTS JUDGE NANCY CBCF RESULTS January 2012-April 2013 (n = 136) Entitlement Justification Power Orientation Cold Heartedness Criminal Rationalization Personal Irresponsibility May 2013-April 2014 (n = 154) Pre-test Posttest p-value Pre-test Post-test p-value 16.70 16.83 19.63 25.38 25.28 19.41 16.90 17.63 20.73 25.10 25.73 18.46 .666 .106 .015* .608 397 .057*. 16.80 17.48 20.49 25.77 25.55 19.61 16.06 16.82 21.47 21.48 24.57 18.47 .137 .188 .069* .107 .421 .022* How CTS Results are used in our Facilities Shared with staff Developing new programming Shared with other programs (Transitional Services) Putting the CTS to Use: Caseworker perspective USING CTS IN CASEWORKER MEETINGS: ENTITLEMENT What is Entitlement? Examples HOMEWORK IDEAS 1. 2. 3. 4. 5. 6. Inventory of Wants vs. Needs Before making choices list out the consequences to other people. I’m a victim of others worksheet (give handout and reading) “I Want it Fast and Easy” Homework “Robin Hood” Homework Thinking Report, Thinking Check In, Cognitive Model, Cognitive Model with Replacement Thoughts or “Thinking and Feeling” Worksheet on: Anytime you find yourself saying “I need this”, “I deserve it”, “You owe me”, “I want it now”, and “I can’t wait”, “I won’t wait” do TR Optional - evaluate is it a Want vs. Need When you feel its okay to break a small rule. USING CTS IN CASEWORKER MEETINGS: POWER ORIENTATION What is Power Orientation? Examples HOMEWORK IDEAS 1. 3 step from T4C 2. Thinking Report, Thinking Check In, Cognitive Model, Cognitive Model with Replacement Thoughts, “Thinking and Feeling” Worksheet, or L17 Homework from T4C on: Situation where you become upset when someone tells you what to do. When you feel you are not in control When someone disrespects you Whenever you feel yourself becoming defensive or argumentative When things don’t go your way USING CTS IN CASEWORKER MEETINGS: CRIMINAL RATIONALIZATION What is Criminal Rationalization? Examples HOMEWORK IDEAS 1. 2. 3. “What is the bad thing that happened to you?” Homework “This happens again and again in your life and you don’t like it” Homework Thinking Report, Thinking Check In, Cognitive Model, Cognitive Model with Replacement Thoughts or “Thinking and Feeling” Worksheet on: a. Situation where you begin feeling like you are being treated unfair. b. Times when you begin to think “the system”, “facility”, “staff” is unfair. USING CTS IN CASEWORKER MEETINGS: JUSTIFICATION What is Justification? Examples HOMEWORK IDEAS 1. 2. 3. 4. 5. 6. “I’m a victim of others” worksheet (give handout and reading) Seemingly Unimportant Decisions “SUDS” Homework No One Was Hurt – Ripple Effect “This happens again and again in your life and you don’t like it” Worksheet Choices and Consequences (self and others). Can do past or current situations Thinking Report, Thinking Check In, Cognitive Model, Cognitive Model with Replacement Thoughts or “Thinking and Feeling” Worksheet on: When you find yourself wanting to do something you shouldn’t do because “Everyone else is doing it”. When you find yourself blaming other People, Places, or Things for your actions. USING CTS IN CASEWORKER MEETINGS: COLD-HEARTEDNESS' What is Cold-heartedness? Examples HOMEWORK IDEAS 1. Choices and Consequences (self only) Both positive and negative (Decisions worksheet) 2. List out who is important in your life. Have client then list out consequences to that person for their actions USING CTS IN CASEWORKER MEETINGS: PERSONAL IRRESPONSIBILITY What is Personal Irresponsibility? Examples HOMEWORK IDEAS 1. If a client receives a rule violation have them take a look at how they played a role in the situation. (Cog Model) 2. “What is the bad thing that happened to you?” Homework 3. “This happens again and again in your life and you don’t like it” Homework 4. Thinking Report, Thinking Check In, Cognitive Model, Cognitive Model with Replacement Thoughts or “Thinking and Feeling” Worksheet on: “ism” – Favoritism, racism, sexism -- have client do TR. COGNITIVE MODEL Bad Happening What is the bad thing that happened to you? L What can you do right now? What actions can you take to fix it? How can you think about it in a better way? L = Leads to N = Next How can you deal with your feelings about it? N What can you do to avoid this type of thing in the future? TCU Guide Maps/ Learning from Situations 110 THIS HAPPENS AGAIN AND AGAIN IN YOUR LIFE AND YOU DON’T LIKE IT! 1 L = Leads to P = Part I = Influence P T h i s T h i s What usually starts it off? 6 i s 2 i s I h o w h o w What do you usually think and feel as it’s starting? I 7 i t u s u a l l y How could you avoid or change what starts things off? L c o u l d 3 I L How could you think or feel differently when it starts? m a k e What do you usually do? 8 4 g o e s i t I L What could you do differently, once it starts, to make it less negative? What usually happens as a result? 5 FIXING A NEGATIVE PATTERN b e t t e r Thinking Report Situation: _____________________________________________________________ _____________________________________________________________ _____________________________________________________________ _____________________________________________________________ _____________________________________________________________ Thoughts: 1.____________________________________________________________ 2.____________________________________________________________ 3.____________________________________________________________ 4.____________________________________________________________ 5.____________________________________________________________ 6.____________________________________________________________ 7.____________________________________________________________ 8.____________________________________________________________ 9.____________________________________________________________ 10.___________________________________________________________ Feelings: _____________________________________________________________ _____________________________________________________________ _____________________________________________________________ Attitudes and Beliefs: _____________________________________________________________ _____________________________________________________________ _____________________________________________________________ _____________________________________________________________ Thinking Check-In Assignment: Between now and the next meeting, please look for situations in which you experience some degree of stress, tension, a conflict, or maybe you were tempted to break a rule or did break a rule. Please record your situation below. Situation: ________________________________________________________________________ ________________________________________________________________________ ________________________________________________________________________ ________________________________________________________________________ Thoughts: 1.______________________________________________________________________ 2.______________________________________________________________________ 3.______________________________________________________________________ 4.______________________________________________________________________ 5.______________________________________________________________________ 6.______________________________________________________________________ 7.______________________________________________________________________ 8.______________________________________________________________________ Feelings: ________________________________________________________________________ ________________________________________________________________________ Please circle the high risk thought and high risk feeling in the above situation. Was there a risk in the thought and feeling leading you to do something hurtful? How would the thought and feeling lead you to do some thing hurtful? ________________________________________________________________________ ________________________________________________________________________ ________________________________________________________________________ What new thinking did you use (or could have used) to reduce the risk? ________________________________________________________________________ ________________________________________________________________________ ________________________________________________________________________ What, if any, social skills did you use in this situation? ________________________________________________________________________ ________________________________________________________________________ ________________________________________________________________________ COGNITIVE MODEL WITH REPLACEMENT THOUGHTS THINKING AND FEELING WORKSHEET THOUGHTS THE SITUATION FEELINGS Using the CTS in conjunction with EPICS II CTS results distributed to assigned caseworker Caseworker begins EPICS II process with client: Role Clarification Explaining Behavioral Analysis Processing Behavioral Analysis Once caseworker processes the Behavioral Analysis, those targets, as well as the identified CTS domains, are placed on the RACE document to track and determine direction Based on the collaboration between client and caseworker, a single target from the RACE document is chosen Appropriate homework will be assigned to address the chosen target This form is designed to help you keep track of situations (people, places, things) that increase your risk of getting into trouble. List the situations that you have recognized as being high-risk for you, how you plan to avoid them, if you can’t avoid them how you will cope with them, and finally, how your avoidance and coping strategies have worked if you have tried them out. Think of ways you can improve your avoidance and coping skills each time you try one. Last, be sure to use self-reinforcement when you avoid or cope successfully! Evaluate Recognize Avoid Cope Learn to recognize high-risk situations Need to feel in control; Feeling disrespected Can you avoid? Plan to avoid If you cannot avoid, plan to manage Personal Irresponsibility Feeling entitled to certain things; Wanting fast and easy way Specific peer Lack of self control How can you better handle the scenario? What did you do well? Personal Irresponsibility Lack of self control Specific peer Cognitive model (how they played a role in the situation) What is this bad thing homework This happens again and again Thinking Report, Thinking Check in, Cognitive model with or without replacement thoughts: favoritism, racism, sexism Social skill: using self control Choices and consequences list: times they’ve not used self control and the consequences that occurred Cognitive model or thinking report on specific situation Avoidance plan Coping plan Targets identified via use of EPICS II ORAS results CTS results Collaborative approach to initiate change Client’s Self-Report and Insight USING THE CTS IN COGNITIVE PROGRAMMING Cognitive Skills Specialists receive CTS results for clients with a Very High ORAS risk score CTS results are utilized during Very High Risk Group sessions by implementing previously established curricula for Thinking Errors in order to process those identified targets During Very High Risk Individual sessions, staff tailors approach based on CTS results Consistent communication and collaboration between caseworker and assigned Cognitive Skills Specialist on client’s progress Currently, above process in place only for VHR clients Intake ORAS results reviewed EPICS II Behavioral Analysis processed Pre-Test CTS administered CTS results sent to assigned caseworker Targets identified and tracked on RACE document CTS results for VHR clients sent to Cognitive Programming staff VHR Group sessions held to address identified CTS domains Single target chosen and addressed CTS results incorporated in VHR Individual sessions Communication with caseworker regarding progress Lessons Learned and Discussion Some Lessons Learned An assessment is useless unless you make plans on how it will be integrated within your program. Be sure to use a tracking method that is right for your project, staff and resources CQI: fidelity of assessment and application of assessment Questions?