Understanding Spread of Innovation
Medical Home Grantee Meeting July, 2004
Charlie Homer, MD, MPH National Initiative for Children’s Healthcare Quality Boston, MA
Why talk about spread?
What are we trying to achieve by 2010?
– All children and youth with special health care needs will receive ongoing comprehensive care within a medical home.
Where are we now? That’s why…
How did we get here?
Identification of unmet needs Innovation—new programs Demonstration projects
―The challenge …is not to build more pilot programs, but to find a way to replicate selected reforms to create an entire system that works.‖ Rudy Crew
Early spread activities
– Mentorship Network – Medical Home Learning Collaborative
Defining Diffusion (Spread) of Innovation
Diffusion: the process by which an innovation is communicated through certain channels over time, among the members of a social system Innovation: an idea, practice, or object that is perceived as new by an individual or other unit of adoption Diffusion includes both spontaneous and planned spread Our focus here is planned
– Diffusion of Innovations
Everett Rogers (1962, 1971, 1983, 1995, 2005)
Diffusion or Spread
“BETTER IDEAS”
COMMUNICATED
In a certain way
Happen over time Thru a SOCIAL system
Adapted from Rogers, 1995 (C) 2003, Sarah W. Fraser
Adoption of Hybrid Seed Corn in Two Iowa Communities
Number of Farmers in Communities
300 250
200
Cumulative Number of Adopters
150 100 50
0
1928
1929
1932
1938
Source: Based on Ryan and Gross (1943).
Year
1941
1927
1930
1931
1933
1934
1935
1936
1937
1939
1940
Adoption of an Innovation
Spread of Chronic Care Model Across Clinics
100
Percent of clinics implementing CCM
90 80 70 60 50 40 30 20 10 0
Total of 80 Clinics in Organization
Sep- Oct 98
Nov
Dec Jan- Feb 99
Mar
Apr
May
Jun
Jul
Aug Sep
Oct
Nov
Dec
Jan- Feb 00
The “Tipping Point”
―The name given to that one dramatic moment in an epidemic when everything can change all at once.‖ - M. Gladwell
“The part of the diffusion curve from about 10 percent to 20 percent adoption is the heart of the diffusion process. After that point, it is often impossible to stop the further diffusion of a new idea, even if one wished to do so.” - E. Rogers
Spread of Chronic Care Model Across Clinics
100
Percent of clinics implementing CCM
90 80 70 60 50 40 30 20 10 0
Total of 80 Clinics in Organization
Tipping point
Sep- Oct Nov Dec Jan- Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan- Feb 98 99 00
What are the steps in adopting new technologies
Knowledge
Persuasion
Decision
Implementation
Confirmation
Pre-contemplation
Contemplation
Action Maintenance
What influences the pace? Nature of the innovation Type of decision Nature of the social environment Channels of communication Leadership and management of spread (Promotion)
What gives some innovations “legs”
Relative advantage Simplicty Compatibility Observability Trialability
Spread Potential and the Medical Home
Score (1-5) Relative Advantage Simplicity
Compatability
Plan to Increase
Trialability
Observability
Better Ideas
Case for the new system
– The reasons people would want to make the changes
Description of the new system
– ―What is being spread‖ – The concepts and ideas that form the content of the new system
Transition materials
– Specific methods, examples, and documents to assist people in adopting the content
Communication
What are the messages?
– Will building – Technical
Who are the audiences?
– Multiple Stakeholders
How much to communicate?
– Over-communicate x10
Customize medium to purpose
The WAY in Which We Communicate is Important
SHARE INFORMATION SHAPE BEHAVIOUR
General Personal Interactive Publications Touch Activities
flyers newsletters videos articles posters letters cards postcards
Public Events
Road shows Fairs Conferences Exhibitions Mass meetings
Face-to-face
one-to-one mentoring seconding shadowing
telephone email visits seminars learning sets modeling
(C) 2001, Sarah W. Fraser
Adapted from Ashkenas, 1995
Match Content and Format of Messages to Change Stage
Awareness
– Broad marketing and communication
Persuasion
– Data feedback
Decision
– Case studies, individualized communication
Implementation
– Tools and resources – Access to technical expertise
Confirmation
– Feedback – Leadership
Change and Information change
denial FACTS anger bargaining SUPPORT depression acceptance renewal
ENCOURAGEMENT
How can we describe those who adopt technologies?
Innovators Early Late Majority Majority Early Adopters
2.5% 13.5% 34% 34%
Laggards
16%
Using the Adopter Information
Whom will you engage in the spread process, how, and when? Identifying opinion leaders:
– On this issue (…), to whom do you go for advice whom you can trust? – With whom do you interact regularly?
Spread Model
Better Ideas
-Case for new ideas -Description of the new ideas -Transition materials
Communicated
-Modes -Purpose
Social System
-Unit for spread -Key messengers -Listeners/Connectors -Communities of practice -Motivators & incentives -Ability to adapt changes
Infrastructure
Leaders responsible for spread
-Staging plan -Knowledge management
-Technical support -Measurement/Feedback
Slide by Kevin Nolan, IHI Annual Forum 2001
Project Scoping: Where Should a New Project Begin?
A successful change
High Degree of belief that the change will result in improvement
Modera te
Change still needs further testing. There is a risk of implementing at this stage. Unsuccessful proposed change
Low
Prototype
Pilot
Adapt & Spread
Project Scoping: Given a new project, where should we start our work?
Do we have design targets? Do we have ideas that will achieve these design targets? What is our degree of belief that these ideas will give us the desired results in all the target settings? High degree of belief adapt and spread ideas Moderate degree of belief test ideas Low degree of belief generate new ideas
IHI/NICHQ Project Scoping
Deep Dive Team
Phase 0:Generate new ideas
Screen Observation
Phase 4: Pilot testing
Innovation Team
Phase 1:Planning
Phase 2: Concept design
Collaborative Teams
Adapt and Spread: IHI Breakthrough
Series (6 to 18 months time frame) Breakthrough Series
Select Topic
(develop mission)
Participants (10-100 teams)
Prework Develop Framework & Changes
P A S D A S P D A S P D
Dissemination Holding the Gains Publications Congress
Expert Meeting
Planning Group
LS 1
AP1
LS 2
AP2
LS 3
AP3
etc.
Action Period Supports
LS – Learning Session (learning together) AP – Action Period (distance learning) Email (listserv) Visits Phone Conferences Assessments Monthly Team Reports
Synthesis
Phase 3: Prototype testing
A Framework for Spread
Leadership
Measurement and Feedback
Better Ideas
Set-up
Successful Sites
Social System
Knowledge Management
Com m
unic atio nS trate gie s
© 2002 Institute for Healthcare Improvement
Milestone 1
Milestone 2
Generate new ideas
Test new ideas
Spread new ideas
Leading Spread
Decide intent to spread Understand the improvements Build confidence that improvements will achieve their aims Set measurable performance aims
Infrastructure to Support Dissemination
Staging Strategy – a plans to reach all adopting units – which units, what changes,
and when
Technical Support - Where people can go with
questions regarding the changes
Knowledge Management - How the new
learning will be gathered and made available to others
Measurement / Feedback - Monitoring and
interacting with people on performance
Adopter Groups: Staging
Early Adopters Early Majority Late Majority
Spread Project Timeline
Spread Strategy Matrix
Jan North South
East
Feb
Mar
Apr
May
ABC AB
A
C
B C
West
Central
A=care plans, B=care coordinator, C=registry
A
BC
ABC
Monitoring the Changes
Key Changes
1
Clinic 1 Clinic 2
PC1 PC2
2
3
4
5
Clinic 3 Clinic 4
Entry in each cell designates status of each of key changes in each clinic
Tracking the Spread of the Changes
Iowa Health System System-wide Diffusion - Medication FMEA
# facilities completed FMEA
10 9 8 7 6 5 4 3 2 1 0 Jun01 Jul- Aug- Sep- Oct- Nov- Dec- Jan- Feb- M ar- Apr01 01 01 01 01 01 02 02 02 02 LS1 LS2 M ay02 Jun02 Jul- Aug- Setp Oct- Nov02 02 02 02 02
Developing Spread Plan
Spread Framework Component
Case for Change
Purpose
Create materials that can be used by to convey message on why to make the changes Description of Describe changes in simpler way; show what’s Changes been done successfully Transition Materials Provide tools to support changes and guidelines for implementing them Modes of Provide clear and consistent messages Communication
Highest leverage changes to accelerate spread of the medical home?
Case Transition Materials Technical assistance Communication Rewards and Incentives Leadership Tracking Learning
Developing Spread Plan
Spread Framework Component Opinion Leaders Purpose
Provide role description for individuals; provide training and materials necessary for them to fulfill their roles
Messengers and Connectors (Points of Contact) Communities of Practice
Provide role description for individuals; provide training and materials necessary for them to fulfill their roles Take advantage of existing groups to reach and support all audiences
Motivate practices to change
Motivators and Incentives
Developing Spread Plan
Spread Framework Component Purpose
Leadership Structure
Staging Plan
Provide high-level support to spread improvements
Establish a plan for reaching all practices while using what’s learned in the process
Technical Support
Knowledge Management
Provide technical support needed for practices to make the changes
To disseminate the change package effectively, to gather new learning and make it available to others
Measurement and Feedback
To measure progress within practices and the initiative as a whole; provide feedback to practices
The VA BTS on Reducing Delays and Wait Times
Goal - Reduce delays in access to care (waiting time from
appointment request to day of appointment and wait times on day of a scheduled appointment (time spent in clinics) by at least 50%
160 Clinics Timeframe: July 1999 to March 2000 Results
– Median wait time for an appointment for both primary and specialty clinics decreased from 48 days to 22 days, an improvement of 54% (26 days) – 36.6% of teams met or exceeded their individual team aim for the Collaborative as reflected in an assessment score of 4 or higher
VHA Advanced Clinic Access Spread Project
Spread What:
A sustainable system for patient access by spreading key access changes
Spread to Whom: All clinicians (approximately
10,000) in six clinic types (Primary Care, Eye Care, Audiology, Cardiology, Orthopedics, Urology) in 172 medical centers over 400 outpatient facilities, and more than 10,000 specific clinics throughout the US.
Time frame: March 2001 - January 2003 Challenges: Large target population; developing good
examples; decentralized structure; competing priorities
VHA ACA: Strategy for Spread
Organizational Infrastructure
– Provide leadership at national, VISN, and Facility levels – Use measurement for monitoring and accountability – Provide technical support about ACA
Information
– Ensure broad awareness – Provide technical information
Communication
– Launch a National Campaign coordinated with local action
The Social System
– Create a high functioning network of POCs and Access Coaches (national and local)
average days
10
20
30
40
50
60
70
80
0
Mar-00 May-00 Jul-00 Sep-00 Nov-00 Jan-01 Mar-01 May-01 Jul-01 Sep-01 Nov-01 Jan-02 Mar-02 May-02 Jul-02 Sep-02 Nov-02 Jan-03 Mar-03
Primary Care Clinics
open access
20 0 40
Average Days
100
60
80
Mar-00 May-00 Jul-00 Sep-00 Nov-00 Jan-01 Mar-01 May-01 Jul-01 Sep-01 Nov-01 Jan-02 Mar-02 May-02 Jul-02 Sep-02 Nov-02 Jan-03
Infrastructure: Measurement / Feedback
Average Waiting Time for Next Available Appointment (Days)
Eye Clinics
open access
VA ACA: Diffusion Curve for One
Network
100 90 80
Percent of clinics
VISN 2 ACA Spread 1999-2002
70 60 50 40 30 20 10
517 performance clinics 1700 – all clinics
Internal Collab #3 starts Internal Collab #2 starts Internal Collab #1 starts
Mar-00
Mar-01
Mar-02
Mar-03
Jan-00
Jan-01
Jan-02
Jan-03
Jul-00
Jul-01
Jul-02
May-00
May-01
May-02
May-03
Nov-99
Nov-00
Nov-01
Nov-02
Sep-99
Sep-00
Sep-01
Sep-02
Jul-03
0
% of N2 clinics using all of 10 key changes for ACA - PM clinics %of N2 clinics using all of 10 key changes for ACA - all clinics
Sep-03
Results of VA Spread Project
Reduced waiting times in all six clinical performance areas (FY200 – 2002) Waiting times in Primary Care dropped from 60.4 days to 28.2 days nationally VHA system absorbed approximately 900,000 new patients entering the system while supply (number of FTEs) increased by only 2.3%
Results - Waiting Times for all Clinics
Improvement in Average Next Available Waiting Times
P rimary Care Eye Clinics A udio lo gy Clinics Cardio lo gy Clinics Ortho pedic Clinics Uro lo gy Clinics
90
Average Next Available Wait Time (days)
80 70 60 50 40 30 20
End o f FY 2000 End o f FY 2001
End o f FY 2002
Sept, 2000
Sept, 2001
Sept, 2002
Monitoring Spread:
Inventory of tested changes
Instructions: A. Write in clinic info (site and name) at top of column. B. Rate the clinic for each of the 33 specific change ideas using the rating scale at the right.
Ratings for Each Change Idea in the Matrix: Blank = Do not know the current status of this change idea 0 = This change idea is not applicable to this clinic 1 = Clinic has not worked on this change idea 2 = Clinic is planning on testing/adapting this change idea 3 = Clinic is currently testing/adapting this change idea 4 = Clinic has been successfully using this change idea for at least 3 months
Clinic Info (Site, Name) Ten Key Changes for Advanced Access: Work down the backlog 33 Specific Change Ideas for Advanced Access:
Gain immediate capacity Temporarily add appointment types Maximize activity at appointments (Primary) Extend intervals for return appointments Create alternatives to traditional face-to-face interactions Optimize patient involvement in care (Primary) Build service agreements betw een primary and specialty care (Specialty) Reduce demand for physician visits/ optimize team roles (Specialty)
Reduce Demand
Discharge patients to primary care from specialty care (Specialty)
Other Spread Initiatives
Bureau of Primary Health Care
– Multiple National Collaboratives – Different Chronic Conditions (and prevention) – Idea: Care Model – Communication Strategies – Audiences/Stakeholders – Measures
BPHC Spread Report
Phase 2 Narrative Report Health Disparities Collaborative
Center Name: Hewlett Primary Health Services Cluster: NE State: VT Date: Oct 2003 Total # Provider Sites: 2 UDS#: X924T1 Organizational Aim:. To improve the quality of care of our patients with diabetes through
implementation of the chronic care model, so that the percent of patients with at least two A1c's (at least 3 months apart) in the past 12 months is more than or equal to 90%. To spread this improvement ultimately to all chronically ill patients at all sites using the chronic care model. We will accomplish this by completing the following actions: 1. Define a plan to better manage the chronic illness care 2. Establish partnerships with identified community resources 3. Develop a documentation standard to include assessment, a treatment plan and a self management plan 4. Monitor all efforts of the QI Committee and report to the clinic staff and the National Health Disparity Collaborative 5. Educate health care delivery staff re model of chronic disease management focusing on self-management and the methodology of the model for improvement Initial Population of Focus and Site: Dr. Marcus Rivera at the Paterson site with an initial POF of 135 patients with diabetes. Progress on Spread of Care Model: Site Name Initial Condition of Focus Site 1: Paterson site Site 2: MacKenzie site Site 3: Site 4: Site 5: Diabetes Diabetes
Spreading to the Following Condition Depression
Number of Spread Providers 3 2
Registry Size DM: 261 Dep: 20 DM: 50
BPHC Spread Report-Implementation
List of Changes Implemented List, by component of the Chronic Care Model, changes tested that have been adopted permanently. These changes are now part of the clinic routine. A one-sentence description is all that is needed. Component Community Date 6/02 Changes Implemented (Adopted permanently by the organization) The ―Quit-line Program‖ is in use for smoking cessation referral to replace the councilor lost to funding cuts. A kit with referral forms is available at each site. Community Resource Kit established for use by all staff to help link patients to resources in our area
4/03
Self Management
5/02
Adopted SMT for informational packet for family Utilizing a 1 page SM Tool exclusively Established SM Groups as an option for patients All no show visits are identified and the patients are then called to reschedule the missed appointment. After rescheduling a letter is sent emphasizing the importance of the visit and our concern regarding their continued diabetic care. A formal diabetes protocol which sets out responsibilities for each portion of the visit
10/03 Delivery System Design 3/03
5/03
Organization
9/02
The Board of Directors accepted the Chronic Care Model as the new
National Health Service, England
Waits and Delays Cancer Care Diabetes Orthopedics
NHS Spread Strategy
Use of ―Trusts‖ as unit of spread
– Acute Care, Primary Care
Management expectations for performance Detailed measurement scheme Link to payment/incentives
– Risk of ―gaming‖
Example of a Diffusion Curve
NHS National Primary Care Development Team
20,000,000 18,000,000 16,000,000 14,000,000 12,000,000 10,000,000 8,000,000 6,000,000 4,000,000 2,000,000 0
F eb 00
Patients in Practices Covered by the Primary Care Collaborative
A p r00
Jun00
A ug 00
Oct 00
D ec00
F eb 01
A p r01
Jun01
A ug 01
Oct 01
D ec01
F eb 02
A p r02
Jun02
A ug 02
Oct 02
From :Sir John Oldham OBE MBA FRCGP
NYC Immunization
Building on existing initiatives Systematic assessment of
– Messages – Communication strategies – Customization to level of readiness
Benefits through use of immunization registry
References
Attewell, P. Technology Diffusion and Organizational Learning, Organizational Science, February, 1992 Bandura A. Social Foundations of Thought and Action. Englewood Cliffs, N.J.: Prentice Hall, Inc. 1986. Brown J., Duguid P. The Social Life of Information. Boston: Harvard Business School Press, 2000. Cool et al. Diffusion of Information Within Organizations: Electronic Switching in the Bell System, 1971 –1982, Organization Science, Vol.8, No. 5, September - October 1997. Dixon, N. Common Knowledge. Boston: Harvard Business School Press, 2000. Fraser S. Spreading good practice; how to prepare the ground, Health Management, June 2000. Gladwell, M. The Tipping Point. Boston: Little, Brown and Company, 2000. Kreitner, R. and Kinicki, A. Organizational Behavior (2 nd ed.) Homewood, Il:Irwin ,1978.
References
Kotler P., Roberto E. Social Marketing: Strategies for Changing Public Behavior, Free Press, 1989 Gladwell, M. The Tipping Point. Boston: Little, Brown and Company, 2000. Langley J, Nolan K, Nolan T, Norman, C, Provost L. The Improvement Guide. San Francisco: Jossey-Bass 1996. Lomas J, Enkin M, Anderson G. Opinion Leaders vs Audit and Feedback to Implement Practice Guidelines. JAMA, Vol. 265(17); May 1, 1991, pg. 2202-2207. Prochaska J., Norcross J., Diclemente C. In Search of How People Change, American Psychologist, September, 1992. Rogers E. Diffusion of Innovations. New York: The Free Press, 1995.
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