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Project 2: Consumer Preference Modeling - cmho.org · Project 2: Consumer Preference Modeling....

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E Methods: E Participants identified by intake centres (e.g., Contact Hamilton) E 500 mothers and 500 fathers of 4-12 year old children referred to children’s mental health services E BCFPI Internalizing or Externalizing t-scores greater than 65 E Discrete Choice Conjoint Experiments E 20 4-Level Waiting List Reduction Attributes (from focus groups) E 30 choice tasks per participant E Computerized administration Project 2: Consumer Preference Modeling
Transcript

Methods:

Participants identified by intake centres (e.g., Contact Hamilton)

500 mothers and 500 fathers of 4-12 year old children referred to children’s mental health services

BCFPI Internalizing or Externalizing t-scores greater than 65

Discrete Choice Conjoint Experiments

20 4-Level Waiting List Reduction Attributes (from focus groups)

30 choice tasks per participant

Computerized administration

Project 2: Consumer Preference Modeling

Recommended by my child’s therapist

Based on opinion

Which source of information would you prefer?

Option 1 Option 2 Option 3

Recommended by other parents

Based on research

Recommended by national professional

organization

Based on research plus some opinion

Next

Recommended by my child’s therapist

Based on opinion

Which source of information would you prefer?

Option 1 Option 2 Option 3

Recommended by other parents

Based on research

Recommended by national professional

organization

Based on research plus some opinion

Next

Recommended by my child’s therapist

Based on opinion

Which source of information would you prefer?

Option 1 Option 2 Option 3

Recommended by other parents

Based on research

Recommended by national professional

organization

Based on research plus some opinion

Next

Why Choice Methodology? Why Choice Methodology?

• Evaluation of Multi-attribute Services Real World Task

• Evaluates Design Features in Context

• Prompt In Depth Reflection

• Reduce Social Desirability Biases

• Complexity Activates Simplifying Heuristics

• Modeling Service Design Tradeoffs

• Choice for Health Service User Preference Modeling

Individual Parameter Estimates with Hierarchical Bayes

Latent Class Segmentation Analysis

Multinomial Logit ->Standardized Utility Values

Standardized Importance Scores

Randomized First Choice Simulations

Project 2: Consumer Preference Modeling

Group vs Individual Approaches

-60

-40

-20

0

20

40

60

80

Me Alone Group of 10 Group of 20 Group of 50

Information Transfer Process

Utilit

y Va

lues

Group vs Individual Approaches

-60

-40

-20

0

20

40

60

80

Me Alone Group of 10 Group of 20 Group of 50

Information Transfer Process

Utilit

y Va

lues

All Groups Prefer to Work Alone

Active versus Passive Learning

-80

-60

-40

-20

0

20

40

None ReviewQuestions

Practice Questions +Practice

Information Transfer Process

Utilit

y Va

lues

Active versus Passive Learning

-80

-60

-40

-20

0

20

40

None ReviewQuestions

Practice Questions +Practice

Information Transfer Process

Utilit

y Va

lues

Coached Self Help

Active versus Passive Learning

-80

-60

-40

-20

0

20

40

None ReviewQuestions

Practice Questions +Practice

Information Transfer Process

Utilit

y Va

lues

Self Help Groups Prefers Active Learning with Questions &

Practice Exercises

Coached Self Help Self Help

Active versus Passive Learning

-80

-60

-40

-20

0

20

40

None ReviewQuestions

Practice Questions +Practice

Information Transfer Process

Utilit

y Va

lues Waiting List

Information

Coached Self Help Self Help

Active versus Passive Learning

-80

-60

-40

-20

0

20

40

None ReviewQuestions

Practice Questions +Practice

Information Transfer Process

Utilit

y Va

lues Waiting List

Information

Coached Self Help Self Help

Wait List Group Avoids Active Learning Options

-100

-75

-50

-25

0

25

50

Doesn't Help HelpsUnderstand

DescribesSolutions

Step-by-StepSolutions

Information Transfer Process

Utilit

y Va

lues

Information vs Step-by-Step Solutions

-100

-75

-50

-25

0

25

50

Doesn't Help HelpsUnderstand

DescribesSolutions

Step-by-StepSolutions

Information Transfer Process

Utilit

y Va

lues

Coached Self Help Prefers Step-by-Step Solutions

Coached Self Help

Information vs Step-by-Step Solutions

-100

-75

-50

-25

0

25

50

Doesn't Help HelpsUnderstand

DescribesSolutions

Step-by-StepSolutions

Information Transfer Process

Utilit

y Va

lues

Coached Self Help Self Help

Information vs Step-by-Step Solutions

-100

-75

-50

-25

0

25

50

Doesn't Help HelpsUnderstand

DescribesSolutions

Step-by-StepSolutions

Information Transfer Process

Utilit

y Va

lues

Information

Coached Self Help Self Help

Information vs Step-by-Step Solutions

-100

-75

-50

-25

0

25

50

Doesn't Help HelpsUnderstand

DescribesSolutions

Step-by-StepSolutions

Information Transfer Process

Utilit

y Va

lues

Waiting List Group Avoids Step-

by-Step Solutions

Waiting ListInformation

Coached Self Help Self Help

Information vs Step-by-Step Solutions

Group Support & Coaching

-40

-20

0

20

40

60

80

Alone Coach Group Coach + Group

Information Transfer Process

Utilit

y Va

lues

Coached Self Help Prefers Coach & Group supported Programs

Waiting ListCoached Self Help

Group Support & Coaching

-40

-20

0

20

40

60

80

Alone Group Coach Coach + Group

Information Transfer Process

Utilit

y Va

lues

Coached Self Help

Self Help

Group Support & Coaching

-40

-20

0

20

40

60

80

Alone Group Coach Coach + Group

Information Transfer Process

Utilit

y Va

lues

Information

Coached Self Help

Self Help

Group Support & Coaching

-40

-20

0

20

40

60

80

Alone Group Coach Coach + Group

Information Transfer Process

Utilit

y Va

lues

Self Help, Information, & Waiting List Prefer Working Alone

Information

Coached Self Help

Self Help

Waiting List

Outcome: Feeling Informed

-80

-60

-40

-20

0

20

40

60

Confused No Change Informed Much MoreInformed

Outcome

Utilit

y Va

lues

Outcome: Feeling Informed

-80

-60

-40

-20

0

20

40

60

Confused No Change Informed Much MoreInformed

Outcome

Utilit

y Va

lues

Coached Self Help

Outcome: Feeling Informed

-80

-60

-40

-20

0

20

40

60

Confused No Change Informed Much MoreInformed

Outcome

Utilit

y Va

lues

Self Help, Information, & Waiting List Prefer Working Alone

Information

Waiting ListCoached Self Help

Self Help Information

Outcome: Feeling Informed

-80

-60

-40

-20

0

20

40

60

Confused No Change Informed Much MoreInformed

Outcome

Utilit

y Va

lues

Coached Self Help, Self Help, & Information Groups Want to Feel

More Informed

Self Help

Coached Self Help

Information Self Help

Outcome: Feeling Informed

-80

-60

-40

-20

0

20

40

60

Confused No Change Informed Much MoreInformed

Outcome

Utilit

y Va

lues

Waiting List Prefers No Change in Feeling Informed

Information

Coached Self Help

Self Help

Waiting List

Feel Professionals Withhold Information

Feel Information Would Be Less Useful

Higher BCFPI Externalizing Scores

BCFPI Internalizing Scores Don’t Differ

Higher BCFPI Child Functional Impairment Scores

Higher BCFPI Impact on Family Scores

Higher BCFPI Parent Mood Scores

More Likely to Use the Internet

Characteristics of Those Preferring Waiting Lists

Waiting List as UsualInformation Available at Parental Request

Information Focused OptionEvidence-based Therapist Recommended to All Parents1Hour Time CommittmentHelps Understand Child Problems

Self HelpEvidence-based Therapist Recommended to All ParentsActive Learning Materials (Questions + Practice)Step by Step Solutions to Child Problems10 Hour Time Commitment

Simulations: Waiting List Options

Coach Supported Self-HelpEvidence-based

Therapist Recommended to All Parents

Active Learning Materials (Questions + Practice)

Step-by-Step Solutions to Child Problems

Weekly Calls from a Therapist Coach

Simulations: Waiting List Options

Waiting List Options Share of Professional Preference Simulations

Information (4%)Waiting List as Usual (1%)

Coached Self-Help (95%)

Waiting List Options Share of Preference Simulations

Waiting List as Usual (16%)

Coached Self Help (38%) Self Help (15%)

Information (31%)

Sample: 1190 Parents

Waiting Compounds Problems for Many Families

Families Pursue Many often Counterproductive Options

Logistical Burden May Compromise Utilization & Outcome

Multiple Contacts May Limit Engagement with Other Agencies

Frustration While Waiting Compromise Relations with Organizations

Multiple Agency Contacts Increase Cost Per Case – Limit Availability

Simulations Suggest Need for a Range of Waiting List Options

Parental and Professional Waiting List Option Preferences Differ

Systematic Reviews Support Parental Waiting List Preferences

Conclusions

Development and Evaluation of Family Help

Family Help Program: Bringing Health Home

Decision makers/clinicians/ researchers

Formal advisory groups

Informal discussion

Membership on management team

Have changed what is done

Mutual respect and communication

Family Help Program: Bringing Health Home

Primary Care, Distance Education Model

Treatment is delivered to families in the comfort and privacy of their own homes at times convenient to them

Early Intervention (mild -> moderate severity)

Goal: Intervene early before the problem gets worse

How is Treatment Delivered?

Family Help has three components:

Written Material: Evidence-based, easy to read

Video and Audio Tapes

Telephone Coach

Home Delivery: No face to face contact

Coaches

Who are coaches?

Coaches are non professionals

Bright, capable, personable

Have excellent communication skills

Have the ability to problem solve

What do coaches do?

Reinforce material

Encourage and support families

Work with families to solve problems in the home

Work at times convenient for family

On call 24/7

Family Help Treatment Modules

Anxiety Module

Anxiety (6 – 12 years), Parent and Child Relaxation & Avoidance Reduction

Active Child Module

Disruptive Behaviour Disorder (3 – 7 years), Parent only

Attention Deficit/Hyperactivity Disorder (7 – 12 years)

Parent Training

Web Version

Active Child Handbook

Anxiety Handbook for Children

Uptake: Referrals Who Utilized Family HelpUptake: Referrals Who Utilized Family Help

Failed to Enroll (9.3%)

Enrolled (90.7%)

Source: McGrath 2006

Evaluation of Family Help

Number of children with ODD diagnosis in treatment & standard care

Evaluation of Family Help

Number of children with ADHD diagnosis in treatment & standard care

Evaluation of Family Help

Number of children with Anxiety diagnosis in treatment & standard care

Family Help Service Program

Contracts with Mental Health Services in 2 NS health districtsReferred from waiting lists (self, physician or school referral) Screened using Brief Child Family Phone Interview (BCFPI) (Cunningham et al.)

Low self or other harmDisruptive behavior 3-12 yearsEnuresis (in one health district)

Satisfaction Measure Results: January 1, 2007- November 6, 2007

N = 71 Percentage %

Questions Poor Fair Good V. Good Excellent

Service Location Convenience 0 1 10 17 72

Time of day services scheduled 0 0 8 13 79

Staff Courtesy/respectfulness 0 0 6 7 87

Info given to understand child 0 4 13 13 70

Ways learned to help child 0 9 11 17 63

Opportunities to help make decisions about services

1 3 20 16 60

Helpfulness of service 0 6 12 17 65

Overall, quality of service 0 0 11 20 69

Research ProgramsResearch Programs Service ProgramsService Programs

Mom (Managing Our Mood)

Sleep Disorders

University student: Stress Anxiety Depression

Cancer in children

Juvenile arthritis

Obesity in children

IWK Family Help ProgramReferred by self, physician, IWK Central Referral Service

Behaviour Disorder (3-12 yrs)

Anxiety (6-12 yrs)

Family Help: What Do We Offer?

Questions & Discussion

Thank you for attending


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