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How To Be An Evidence-Based Psychologist John Hunsley [email protected]

How To Be An Evidence-Based Psychologist John Hunsley [email protected]

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Page 1: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

How To Be An Evidence-Based Psychologist

John Hunsley

[email protected]

Page 2: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

OVERVIEW

• What Is Evidence-Based Psychological Practice (EBPP)

• Evidence-base practice, empirically supported treatments, clinical practice guidelines

• Examining the research evidence

• Evidence-based treatments, therapeutic relationships, and assessment

• Dissemination and implementation of EBPP

• Implications, challenges, and opportunities

Page 3: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

SOME DEFINITIONS

• Evidence-Based Practice (and Evidence-Based Practice in Psychology)

• Empirically Supported Treatments• Practice Guidelines

• Randomized Controlled Trials (RCTs)• Efficacy Studies & Effectiveness Studies• Treatment As Usual (TAU)

Page 4: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EVIDENCE-BASED PRACTICE

The use of systematically collected data, clinical expertise, and patient preferences by decision-makers (including clinicians, administrators, and policy makers) when considering service options.

Sackett, D. L., Rosenberg, W. M. C., Gray, J. A. M., Haynes, R. B., & Richardson, W. S. (1996). Evidence based medicine: What it is and what it isn’t. British Medical Journal, 312, 71-72.

Institute of Medicine. (2001). Crossing the quality chasm: A new health system for the 21st century. Washington, DC: National Academy Press.

American Psychological Association Presidential Task Force on Evidence-Based Practice. (2006). Evidence-based practice in psychology. American Psychologist, 61, 271-285.

Page 5: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EVIDENCE-BASED PRACTICE

• Providing the right health care services—services that have been demonstrated to work—for each client’s needs

• Services are based on empirical evidence but are individually tailored to take into account client characteristics, needs, and resources

• Services may also need to be adjusted in order to fit the demands and constraints of real world clinical practice

Page 6: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

IMPLEMENTATION OF EVIDENCE-BASED SCURVY PREVENTION PROGRAMS: AN EXAMPLE WE DO NOT WANT TO REPEAT• 1497 Vasco da Gama sailed around Cape of Good Hope:

100 of 160 sailors died of scurvy (due to deficiency of vitamin C)• 1601 James Lancaster RCT (4 ships England to India, 1 on which

sailors received 3 tsps of lemon juice each day):Halfway, 110/278 died of scurvy on 3 ships; 0 on the “lemon” ship

• 1747 James Lind RCT of 6 treatments (including citrus juice) replicates Lancaster finding

• 1768-1780 James Cook (early adopter), 3 voyages, required sauerkraut in the rations

Only 3 sailors died of scurvy• 1795 British Navy required citrus fruit as part of diet (limey)• 1865 British Board of Trade required citrus fruit as part of diet Berwick. (2003). Disseminating innovations in health care. Journal of the American Medical

Association

Page 7: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

THE EBP MODEL

Best Available Evidence

Client/Patient

Preferences

Clinical Expertise

EBP

Page 8: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

BEST AVAILABLE RESEARCH EVIDENCE (TREATMENT)

Page 9: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EVIDENCE-BASED PSYCHOLOGICAL PRACTICE

• Influenced by multiple factors in North America

– Evidence-Based Medicine

– Scientist-Practitioner Model

– Accountability/Quality Assurance

– Empirically Supported Treatments

Page 10: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBP IN PSYCHOLOGY: THE CONTROVERSY

• Concerns: – loss of professional autonomy– takeover of professional psychology by specific

interest groups– dehumanization of psychological services– inadequacy of the research base– impossibility of basing care on research evidence

• Similar concerns raised in other health professions

Page 11: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

APA DIVISION 12 EMPIRICALLY SUPPORTED TREATMENTS: CRITERIA FOR WELL-ESTABLISHED TREATMENTS• I. At least 2 good between group design experiments

demonstrating efficacy in one or more of the following ways:– A. Superior (stat. sign.) to pill or psychological placebo or to

another treatment– B. Equivalent to an already established treatment in

experiments with adequate sample sizes

OR

• II. A large series of single case design experiments (n > 9) demonstrating efficacy. These experiments must have:– A. Used good experimental designs and– B. Compared the intervention to another treatment.

Page 12: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

CRITERIA FOR WELL-ESTABLISHED TREATMENTS

FURTHER CRITERIA FOR BOTH I AND II:

• III. Experiments must be conducted with treatment manuals or equivalent clear descriptions of treatment

• IV. Characteristics of the client samples must be clearly specified

• V. Effects must have been demonstrated by at least 2 different investigators or teams

Page 13: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

CAUTION: ESTs ≠ EBT

• Difference between (a) research on a treatment meeting a pre-established set of criteria and (b) determining which treatments have strongest support for a specific condition

• Despite this, terms are now being used almost interchangeably – can be confusing, especially as trend in

professional psychology has been to use lists rather than encourage the use of practice guidelines or having individual clinicians conducting their own literature searches

Page 14: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBTs FOR CHILDREN & ADOLESCENTS (Multiple Single Case Designs or Higher)

• Autistic Disorder• Attention-Deficit/Hyperactivity Disorder• Anxiety Disorders• Chronic Pain• Conduct Problems & Oppositional Defiant Disorder• Major Depressive Disorder • Eating Disorders• Elimination Disorders• Obesity• Tic Disorders

Page 15: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBTs FOR ADULTS

• Anxiety Disorders– Specific Phobias– Social Phobia– Panic Disorder (with/without Agoraphobia)– GAD– OCD– PTSD

• Major Depressive Disorder • Bipolar Disorder

Page 16: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBTs FOR ADULTS

• Eating Disorders– Anorexia Nervosa – Bulimia Nervosa– Binge-Eating Disorder

• Sleep Disorders• Substance-Related Disorders

– Alcohol Abuse – Cocaine Abuse – Opiate Abuse

Page 17: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBTs FOR ADULTS

• Tic Disorders• Sexual Disorders• Schizophrenia• Marital/Couple Conflict • Personality Disorders

– Avoidant PD– Borderline PD

• Somatoform Disorders– Pain Disorders– Body Dysmorphic Disorder– Hypochondriasis

Page 18: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

SOME ADDITIONAL EBTs

• Anger Management• Anxiety/fear associated with medical/dental procedures• Assertiveness Skills• Parent Training• Social Skills• Stress Management• Many also available for specific illnesses/chronic health

conditions (e.g., Chronic Fatigue Syndrome, Irritable Bowel Syndrome)

• Psychometrically strong assessment measures available for assessing outcomes from all EBTs

Page 19: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

CLINICAL PRACTICE GUIDELINES

• Common in many health professions; in professional psychology, they are almost totally absent (but coming soon from APA)

• In general, they are consensus statements from experts/professional organizations/healthcare organizations that present best clinical practices (screening, assessment, consultation, treatment, referral, etc.)– Not the same as guidelines for reimbursement or other

administrative purposes

• Usually encourage appropriate initial assessment, without any further guidance on how to do this (more on this later)

Page 20: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

CLINICAL PRACTICE GUIDELINES

• National Institute for Health and Clinical Excellence (NICE) sponsored by National Health Service in England and Wales

• Use of explicit evidence hierarchy• Extensive consultations undertaken with stakeholder

organizations (both consumer and professional groups)

• Each guideline has a limited “life,” ensuring review in near future

http://www.nice.org.uk/

Page 21: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

CLINICAL PRACTICE GUIDELINES: NICE RECOMMENDATIONSSome current guidelines recommending use of a psychological intervention

– ADHD– Anxiety Disorders (Panic Disorder, Agoraphobia, Generalized

Anxiety Disorder)– Bipolar Disorder – Chronic Fatigue Syndrome – Conduct Disorder – Depression (child, adolescent, & adult)– Eating Disorders– Obsessive-Compulsive Disorder & Body Dysmorphic Disorder– Personality Disorders (Antisocial, Borderline)– Posttraumatic Stress Disorder– Schizophrenia

Page 22: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

BUT AREN’T ALL THERAPIES EQUIVALENT?

• Most meta-analyses suggest that this is not the case for most disorders/conditions

• Wampold et al. (1997) meta-analysis of bona fide comparative treatment studies

• Mean effect size = .19 Wampold, B. E., Mondin, G. W., Moody, M., Stich, F., Benson, K., & Ahn, H. (1997). A meta-

analysis of outcome studies comparing bona fide psychotherapies: Empirically, “All must have prizes.” Psychological Bulletin, 122, 203-215.

– But, over ¾ of comparisons within types of CBT– NNT was 9 (for comparison, interferon vs. placebo to slow

progression of multiple sclerosis has NNT of 9)• For depression, marital conflict, PTSD, & bipolar disorder,

however, there do appear to be multiple treatments with similar results

Page 23: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBT COMPARED WITH TAU

• Meta-analysis of 32 studies of youth interventions found majority of EBTs yielded outcomes superior to TAU (most studies focused on externalizing disorders) – Mean effect size for EBT versus TAU was 0.30– This indicates that the average “EBT” youth was

better off after treatment than 62% of “TAU” youth– Alternatively, this can be represented as a NNT of

6 (similar NNT for average effects of adding radiation treatment to chemotherapy for a range of cancers)

Weisz, Jensen-Doss, & Hawley (2006). Psychological Bulletin.

Page 24: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBT COMPARED WITH TAU

• Data on treatment outcome for adults, in real world clinics:– Of over 6000 clients, 35% rate of

improvement/recovery (Hansen, Lambert, & Forman, 2002, Clinical Psychology: Science and Practice, 9, 329-343)

– Of over 6100 clients, 29% rate of improvement/recovery (Wampold & Brown, 2005, Journal of Consulting and Clinical Psychology, 73, 914-923)

• Data on treatment outcome for adults, in RCTs with EBTs– Of over 2100 clients, 67% rate of

improvement/recovery (Hansen, Lambert, & Forman, 2002, Clinical Psychology: Science and Practice, 9, 329-343)

Page 25: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

BUT ARE EBTs CLINICALLY RELEVANT?

• Are the participants in treatment studies similar enough to patients routinely seen in practice settings to warrant generalizing research results to clinical practice?

• Is the research literature on psychological treatments sufficiently developed to be applicable to the broad range of conditions encountered in practice?

Page 26: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

BUT ARE EBTs CLINICALLY RELEVANT?

• Participants in RCTs/efficacy trials are unlike “real” clients because ………..– They are only the “worried well”– They are only “pure” cases

Page 27: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

BUT ARE EBTs CLINICALLY RELEVANT?

• Patients included in RCTs for cocaine dependence had symptoms comparable to, but more severe than, those found reported by patients receiving outpatient services Carroll et al. (1999, Drug and Alcohol Dependence)

• Compared patient files from a managed behavioral health care network to the inclusion and exclusion criteria used in numerous RCTs for adults with mental disorders – Over ½ of patients would have been ineligible for

RCTs because symptoms were not severe enough to warrant inclusion (in most cases, due to patient diagnosis of adjustment disorder)

Stirman et al. (2003, Journal of Consulting and Clinical Psychology)

Page 28: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

BUT ARE EBTs CLINICALLY RELEVANT?

• For youth RCTs, approx. half used no exclusion criteria related to comorbidityWeisz et al. (2004, Child and Adolescent Psychiatric Clinics of North America)

• In adult disorder efficacy RCTs, only “clinical appropriate” exclusion criteria used for many years now– Can see this even almost 20 years ago in US

NIMH Collaborative Depression Treatment study, with approximately ¾ having personality disorders

Page 29: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

BUT ARE EBTs CLINICALLY RELEVANT?

• Single RCTs, or more, available for most DSM IV Axis I and Axis II disorders, and many nondiagnosable conditions

• Hawaii study of 2,200 youth receiving services – 89% had a primary diagnosis for which an EBT

was available– In terms of treatment targets, 90% had 1 or more

problems for which an EBT was available– On the other hand, for only 3% were there EBTs

for all treatment targets

Schiffman et al. (2006). Evidence-based services in a statewide public mental health system: Do the services fit the problems? Journal of Clinical Child and Adolescent Psychology, 35, 13-19.

Page 30: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EFFECTIVENESS RESEARCH

• Reviewed EBT effectiveness studies published prior to April 2006– 21 studies of adult treatment and 13 of

child/adolescent treatment met criteria (including at least 2 effectiveness trials)

• Compared results to benchmarks from reviews of efficacy studies (mainly meta-analysis)

Hunsley & Lee (2007). Research-informed benchmarks for psychological treatments: Efficacy studies, effectiveness studies, and beyond. Professional Psychology: Research and Practice, 38, 21-33.

Page 31: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EFFECTIVENESS RESEARCH

• Completion rates higher than usually reported in studies of “real world” psychotherapy

• For both adult and youth disorders, the average improvement rates were similar to efficacy benchmarks

• Some examples:– Adult Depression: 74% completed, 51% improved– Adult OCD: 88% completed, 64% improved– Youth Anxiety Disorders: 87% completed, 63%

improved

Page 32: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EFFECTIVENESS RESEARCH

PTSD Treatments

Omagh BombingGillespie et al. (2002). Behaviour Research and Therapy, 40, 345-357.

9/11 World Trade CenterLevitt et al. (2007). Behaviour Research and Therapy, 45, 1419-1433.

• Vast majority completed treatment, with results very similar to efficacy RCTs

• Up to 25-30 sessions; most clinicians had limited CBT background, received training over several days, weekly/monthly supervision

Page 33: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBTs: CONCLUSIONS

• Does treatment research generalize to practice?– Compelling evidence that it does, but always need

to exercise caution in applying results to a particular individual

– Much more research on “mild” conditions and Axis II conditions needed

• How effective are evidence-based treatments (EBT) in clinical practice?– More evidence needed, but EBTs are usually as

effective as in efficacy trialsHunsley, J. (2007). Addressing key challenges in evidence-based practice in psychology.

Professional Psychology: Research and Practice, 39, 113-121. Hunsley, J. (2007). Training psychologists for evidence-based practice. Canadian

Psychology, 47, 32-42.

Page 34: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBPP: “FLEXIBILITY WITHIN FIDELITY”

• Treatment manuals now focus attention on key elements of treatments, not just session by session list of activities/strategies

• Increased recognition of importance of tailoring treatment to clients, especially aspects related to cultural diversity and presence of multiple disorders/problems components

• Call for attention to principles of change and commonly used techniques/strategies, not “trademarked” therapies

• Some examples:

David Barlow: Unified treatment for mood and anxiety disorders

Bruce Chorpita: Modular CBT for youth disorders

Page 35: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBPP: INCLUDING CLINICAL EXPERTISE

• Evidence-Based Therapy RelationshipsNorcross, J. C. (Ed.). (2011). Psychotherapy relationships that work: Evidence-based

responsiveness (2nd ed.). New York: Oxford University Press.

• There is more to EBT than RCTs – Client expectations– Therapist empathy– Therapeutic alliance– Repairing therapeutic ruptures– Culturally adapted treatments

Page 36: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EVIDENCE-BASED ASSESSMENT (EBA)

Use of research and theory to guide:• The selection of constructs to be assessed for a

specific assessment purpose• The methods and measures to be used in the

assessment • The manner in which the assessment process

unfolds (including integration and interpretation of assessment data)

Hunsley, J., & Mash, E. J. (2007). Evidence-based assessment. Annual Review of Clinical Psychology, 3, 29-51.

Page 37: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

WHY IS EBA NEEDED?

“…blanket recommendations to use reliable and valid measures when evaluating treatments are tantamount to writing a recipe for baking hippopotamus cookies that begins with the instruction “use one hippopotamus,” without directions for securing the main ingredient.”

Mash, E. J., & Hunsley, J. (2005). Evidence-based assessment of child and adolescent disorders: Issues and challenges. Journal of Clinical Child and Adolescent Psychology, 34, 362-379.

Page 38: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

WHY IS EBA NEEDED?

• Almost no overlap among the psychological measures found in surveys (USA, UK) to be commonly used by psychologists (and those commonly taught to clinical graduate students) and the measures necessary to– implement and monitor EBTs – adapt treatments based on the consideration of Evidence-

Based Therapy Relationship (EBTR) elements

• How can we use EBT and EBTR information without using appropriate assessment tools in practice?

Page 39: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

A GUIDE TO ASSESSMENTS THAT WORK

Hunsley and Mash (2008) “good enough” criteria for use of instruments

• Must balance psychometric ideals with clinical realities• Must keep in mind issues such as age, gender, ethnicity in

determining relevance of instruments and supporting data• Presented criteria used in rating norms, reliability indices

(internal consistency, inter-rater reliability, test-retest reliability), validity indices (content validity, construct validity, validity generalization, treatment sensitivity), and clinical utility

Page 40: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

A GUIDE TO ASSESSMENTS THAT WORK

Youth: ADHD, Conduct Problems, Depression, Self-Injurious Thoughts and Behaviors, Anxiety Disorders, Pain

Adults: Depression, Bipolar Disorder, Self-Injurious Thoughts and Behaviors, Anxiety Disorders, Substance Abuse Disorders, Alcohol Use Disorders, Gambling Disorders, Schizophrenia, Personality Disorders, Couple Distress, Sexual Dysfunction, Paraphilias, Eating Disorders, Sleep Disorders, Pain

Hunsley, J., & Mash, E. J. (Eds.). (2008). A guide to assessments that work. New York: Oxford University Press.

Page 41: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

WHY IS EBA NEEDED?

• When asked to rate 3 most important problems to address in treatment, 77% of child-parent-therapist triads failed to agree on a single problem

• Correlations between clinician and youth symptom and self-esteem measures <.23

Hawley, K. M., & Weisz, J. R. (2003). Child, parent, and therapist (dis)agreement on target problems in outpatient therapy: The therapist’s dilemma and its implications. Journal of Consulting and Clinical Psychology, 71, 62-70.

Love et al. (2007). Meeting the challenges of evidence-based practice: Can mental health therapists evaluate their practice? Brief Treatment and Crisis Intervention, 7, 184-193.

.

Page 42: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

WHY IS EBA NEEDED?

• In a population-based study of Canadian adults who received psychotherapy in past year, 43% terminated services because they felt better– But, 14% terminated because they felt therapy was not

helping, and 7% were not comfortable with the therapist’s approach

• Clinicians identified <50% of treatment successes (as rated by patients) and failed to identify the 10% of patients who terminated because they felt treatment was worsening their problems

Westmacott & Hunsley. (2010). Reasons for terminating psychotherapy: A general population study. Journal of

Clinical Psychology, 66, 965-977

Hunsley et al. (1999). Comparing therapist and client perspectives on reasons for psychotherapy termination. Psychotherapy, 36, 380-388.

.

Page 43: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

WHY IS EBA NEEDED?

Limited evidence of clinical utility for commonly used instruments

• MMPI-2 completed by all clients prior to treatment• Half of clinicians (randomly assigned) received test results; half

did not• All clients received an appropriate EBT (based on diagnosis)• Having MMPI-2 information had no impact on

– the number of sessions patients attended– whether therapy ended prematurely– overall patient improvement in functioning assessed in the

end of treatment. Lima et al. (2005). The incremental validity of the MMPI-2: When does therapist access not enhance treatment

outcome? Psychological Assessment, 17, 462-468.

Page 44: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

A GUIDE TO ASSESSMENTS THAT WORK

• Focus on specific assessment purposes directly pertinent to clinical interventions:

– diagnosis (including screening issues and the importance of addressing comorbidity)

– case conceptualization and treatment planning

– treatment monitoring and treatment evaluation

Page 45: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

DIAGNOSIS

• Diagnostic information allows access to relevant research on psychopathology, epidemiology, prognosis, and treatment

• Client characteristics (common comorbid conditions, likely health concerns) and social/interpersonal characteristics (common problems or limitations associated with social networks and intimate relationships, work functioning, and healthcare utilization) that are likely to merit further evaluation or consideration in treatment planning– e.g., clients meeting criteria for a substance abuse disorder are

likely to abuse additional substances, and those who abuse multiple substances are least likely to benefit from treatment

Rohsenow, D. (2008). Substance use disorders. In J. Hunsley & E. J. Mash (Eds.), A guide to assessments that work (pp. 319-338). New York: Oxford University Press.

Page 46: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

DIAGNOSIS

• Diagnosis has utility for EBTs– i.e., points in the direction of treatment options based on

research evidence (e.g., NICE guidelines)

• Can give directions for treatment planning with respect to comorbidity– e.g., presence of depression among people with OCD can

diminish the effectiveness of exposure and response prevention

Abramowitz, J. S., Franklin, M. E., Kozak, M. J., Street, G. P., & Foa, E. B. (2000). The effects of pre-treatment depression on cognitive-behavioral treatment outcome in OCD clinic patients. Behavior Therapy, 31, 517-528.

Page 47: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

DIAGNOSIS

• Symptom profile can be used to guide treatment selection– e.g., bipolar disorder treatments to reduce manic symptoms should

address medication adherence and recognition of mood changes; treatments focusing on cognitive and interpersonal coping strategies reduce depressive symptoms

Miklowitz, D. J. (2008). Adjunctive psychotherapy for bipolar disorder: State of the evidence. American Journal of Psychiatry, 165, 1408-1419.

• Symptom profile can also lead to emphases in treatment strategies or addition of treatment strategies– Chorpita’s modular treatment approachChorpita, B. F. (2006). Modular cognitive– behavioral therapy for childhood anxiety

disorders. New York: Guilford Press.Chorpita, B. F., & Daleiden, E. L. (2009). Mapping evidence-based treatments for children

and adolescents: Application of the distillation and matching model to 615 treatments for 322 randomized trials. Journal of Consulting and Clinical Psychology, 77, 566-579..

Page 48: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

DIAGNOSIS

• Study of community based services for adolescents• Disagreement between clinician-generated and research-based

diagnoses were associated with a host of treatment implementation problems including:– Increased number of client “no-shows” – Cancelled treatment appointments– Treatment drop-outs– Inaccurate clinician-generated diagnoses were also

associated with smaller treatment gains

Jensen-Doss, A., & Weisz, J. R. (2008). Diagnostic agreement predicts treatment process and outcomes in youth mental health clinics. Journal of Consulting and Clinical Psychology, 76, 711-722.

Page 49: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

TREATMENT MONITORING AND EVALUATION

• What do all RCTs, used as evidence for EBTs, have in common?

• Routine collection of monitoring data, typically reviewed by clinicians during the supervision of services being provided

• Hypothesis: The fact that treatment is repeatedly monitored, and information provided to clinicians, is one of the most important contributors to successful treatment outcome in EBTs – Collection of assessment data as treatment unfolds allows

for making any needed adjustments as required • Does this apply to routine practice?

Page 50: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

TREATMENT MONITORING AND EVALUATION

• The potential benefits of treatment monitoring– Outcome Questionnaire – 45

http://www.oqmeasures.com– Over 2,500 clients from a range of clinics– All completed OQ weekly, half of clinicians

received feedback, namely RED, YELLOW, & GREEN dots

– No feedback: 21% improved, 21% worsened– Feedback: 35% improved (i.e., 66% increase),

13% worsened (i.e., 33% decrease)

Lambert et al. (2003). Is it time to track patient outcome on a routine basis? A meta-analysis. Clinical Psychology: Science and Practice, 10, 288-301.

Page 51: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

TREATMENT MONITORING AND EVALUATION

• Most recent meta-analysesLambert & Shimokawa. (2011), Collecting client feedback. In Norcross (Ed.). Psychotherapy relationships that work (2nd ed.).

• Outcome Questionnaire (4 studies, over 6100 clients)– 2.6X greater likelihood of improvement– Less than half the likelihood of deterioration

• Partners for Change Outcome Management System (3 studies, over 550 clients)– 3.5X greater likelihood of improvement– Less than half the likelihood of deterioration

Page 52: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

TREATMENT MONITORING AND EVALUATION

Three specific categories of client and treatment variables that should be given particular consideration:

• Treatment targets and goals (intermediate and ultimate)• Causal mechanisms believed to be maintaining client problems• Therapeutic context or process variables are particularly

relevant to enhancing treatment services

• In all instances, validity evidence for sensitivity to treatment change is particularly relevant in selecting measures

Page 53: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

TREATMENT MONITORING AND EVALUATION

• To practice in an evidence-based manner, it is inappropriate to claim that the treatment that a client is receiving is effective simply because it is an EBT—to determine the impact of any treatment, including an EBT, it is essential that data are collected in order to accurately determine its effects for individual clients

Bickman, L. (2008). A measurement feedback system (MFS) is necessary to improve mental health outcomes. Journal of the American Academy of Child & Adolescent Psychiatry, 47, 1114-1119.

Page 54: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

INTEGRATION AND INTERPRETATION OF ASSESSMENT DATA

• Clear evidence that clinicians (like people in general) are not very accurate in self-assessment, have limited awareness of biases, and are influenced by numerous heuristics in the decisions they make

Ægisdóttir et al. (2006). The meta-analysis of clinical judgment project: Fifty-six years of accumulated research on clinical versus statistical prediction. The Counseling Psychologist, 34, 341-382.

Davis et al. (2006). Accuracy of physician self-assessment compared with observed measures of competence: A systematic review. Journal of the American Medical Association, 296, 1094-1102.

Garb, H. (2005). Clinical judgment and decision making. Annual Review of Clinical Psychology, 1, 67-89.

Page 55: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

INTEGRATION AND INTERPRETATION OF ASSESSMENT DATA

• Use decision aids (such as decision trees in DSM-IV-TR, research based data, norms, practice guidelines)

• Use standardized, psychometrically strong instruments to collect data• Collect data from multiple sources (remembering that different

informants have differing experiences, perspectives, & attributions) • Ensure all aspects of assessment processes are sensitive to diversity

factors• Continue to evaluate and adjust hypotheses based on data• Treat all formulations as tentative• Remember heuristics (e.g., primacy effect, availability heuristic) and

biases (e.g., attributional biases, orientation influence) and actively address them

Page 56: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

EBA INITIATIVES

• Antony, M. M., Orsillo, S. M., & Roemer, L. (Eds.). (2001). Practitioner's guide to empirically based measures of anxiety. New York: Plenum.

• Nezu, A. M., Ronan, G. F., Meadows, E. A., & McClure, K. S. (Eds.). (2000). Practitioner’s guide to empirically based measures of depression. New York: Kluwer Academic.

• Journal of Clinical Child and Adolescent Psychology (2005) special section

• Psychological Assessment (2005) special section• Journal of Pediatric Psychology (2008) special issue • A Guide to Assessments That Work (2008) Hunsley & Mash• Handbook of Child and Adolescent Diagnostic and Behavioral

Assessment (in press) McLeod, Jensen-Doss, & Ollendick

Page 57: How To Be An Evidence-Based Psychologist John Hunsley hunch@uottawa.ca

THE PROFESSIONAL CHALLENGES OF EBPP• Critical self-evaluation of knowledge and skills• Critically evaluate limits of competence • Time constraints for learning and skill development• What is sufficient training (peer supervision/consultation)• Competence + Frequency = ↑ Positive Outcomes

– implications for specialist vs. generalist?• Possible impact on income/job requirements (referring to others

vs. time for training vs. client hours)• Balancing the ethical/professional issue of competence with

reality of availability of appropriately trained mental health professionals

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EBPP: KEEPING UP TO DATE

• Example of CPA Code of Ethics (2000)

II.9 (Psychologists) Keep themselves up to date with a broad range of relevant knowledge, research methods, and techniques, and their impact on persons and society, through the reading of relevant literature, peer consultation, and continuing education activities, in order that their service or research activities and conclusions will benefit and not harm others.

• Information overload: Primary care physicians need 21 hours/day to read all relevant articles that are published!

Alper et al. (2004). Journal of the Medical Library Association.

• Clearly some strategies and summaries are necessary

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OXFORD UNIVERSITY PRESS SERIES

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EBPP RESOURCES

• Antony & Barlow (Eds.), (2010). Handbook of Assessment and Treatment Planning for Psychological Disorders (2nd ed.). Guilford Press.

• Clinician’s Research Digest

“Clinicians don't have to read all the journals publishing research of interest to them—the Editor and staff of Clinician's Research Digest do it for them. CRD reviews over 100 journals each month and highlights the most relevant articles in this 6-page monthly newsletter.”

• Evidence-Based Mental Health

“Evidence-Based Mental Health journal surveys a wide range of international medical journals applying strict criteria for the quality and validity of research. Practising clinicians assess the clinical relevance of the best studies. The key details of these essential studies are presented in a succinct, informative abstract with an expert commentary on its clinical application.”

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TREATMENTS THAT WORK SERIES

http://www.oup.com/us/companion.websites/umbrella/treatments/?view=usa

Some examples:• Stress Management• Hoarding• Coping with Chronic Illness• Social Anxiety• Adult ADHD• Fears and Phobias• Panic• Worry• Eating Disorders• Pathological Gambling• Insomnia• School Refusal

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ADVANCES IN PSYCHOTHERAPY: EVIDENCE-BASED PRACTICE SERIEShttp://www.hogrefe.com/program/books/book-series/advances-in-

psychotherapy-evidence-based-practice.htmlSome examples:• Bipolar Disorder• Heart Disease• Obsessive-Compulsive Disorder• Childhood Maltreatment• Schizophrenia• Treating Victims of Mass Disaster and Terrorism• Attention-Deficit/Hyperactivity Disorder in Children and Adults• Problem and Pathological Gambling• Chronic Illness in Children and Adolescents• Alcohol Use Disorders• Borderline Disorder• Prostate Cancer• Diabetes

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EBPP RESOURCES: WEB SITES

• The Cochrane Collaboration http://www.cochrane.org/

• The Cochrane Library http://www.thecochranelibrary.com/view/0/index.html

“The Cochrane Library contains high-quality, independent evidence to inform healthcare decision-making. It includes reliable evidence from Cochrane and other systematic reviews, clinical trials, and more. Cochrane reviews bring you the combined results of the world’s best medical research studies, and are recognised as the gold standard in evidence-based health care.”

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EBPP RESOURCES: WEB SITES

• TRIP Database

http://www.tripdatabase.com/index.html

“Welcome to the TRIP Database, the Internet's leading resources for Evidence-Based Medicine. Allowing users to rapidly identify the highest quality clinical evidence for clinical practice.”

• Enter a term (e.g., adolescent anxiety, postpartum depression, psychosis) and search engine will list systematic reviews, evidence based synopses, guidelines (international), e-textbooks, etc.

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EBPP RESOURCES: WEB SITES

• National Registry of Evidence-Based Programs and Practices

http://www.nrepp.samhsa.gov/

“Welcome to the National Registry of Evidence-based Programs and Practices (NREPP), a service of the Substance Abuse and Mental Health Services Administration (SAMHSA).

NREPP is a searchable database of interventions for the prevention and treatment of mental and substance use disorders. SAMHSA has developed this resource to help people, agencies, and organizations implement programs and practices in their communities.”

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EBPP RESOURCES: WEB SITES

• Society of Clinical Psychology (APA Division 12)http://www.div12.org/PsychologicalTreatments/index.html

“The purpose of this website is to provide information about effective treatments for psychological disorders. The website is meant for a wide audience, including the general public, practitioners, researchers, and students. Basic descriptions are provided for each psychological disorder and treatment. In addition, for each treatment, the website lists key references, clinical resources, and training opportunities.

The American Psychological Association has identified "best research evidence" as a major component of evidence-based practice (APA Presidential Task Force on Evidence-Based Practice, 2006). This website describes the research evidence for psychological treatments, which will necessarily be combined with clinician expertise and patient values and characteristics in determining optimum approaches to treatment.”

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EBPP RESOURCES: WEB SITES

• Evidence-Based Mental Health Treatment for Children and Adolescents

http://effectivechildtherapy.com/sccap/

“The information on this website is offered as a completely free service to families and mental health professionals to help ensure that children and adolescents benefit from the most up-to-date information about mental health treatment. We request absolutely no information from visitors to this site, and hope this service will help all learn more about important differences in mental health treatments. Families want their children to get the best possible treatment, and this site maintains an updated list of treatments with strong scientific support.”

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HOW TO BE AN EVIDENCE-BASED PSYCHOLOGIST

• Accurately assess and diagnose clients, paying close attention to:– Comorbidity– Dominant client concerns– Cultural factors

• Collaborate with clients to develop treatment goals, paying close attention to client expectations and barriers to treatment involvement

• Provide the most appropriate evidence-based treatment possible, flexibly tailoring to client circumstances

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HOW TO BE AN EVIDENCE-BASED PSYCHOLOGIST

• Work to ensure a strong therapeutic relationship, and move quickly to repair any relationship difficulties that arise

• Monitor treatment progress, both in terms of symptoms/problems and the therapeutic relationship

• Regularly review treatment progress with clients, modifying treatment as needed

• If treatment progress is suboptimal, be prepared to provide a different EBT or refer to another professional who can offer a different EBT

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HOW TO BE AN EVIDENCE-BASED PSYCHOLOGIST

Questions or comments?

For copies of the presentation, contact [email protected]