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Developmental Evaluation: Applying Complexity Concepts to Enhance Innovation and Use Michael Quinn Patton Michael Quinn Patton 1 Program Evaluation Quality Assurance Summit September 21, 2010

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Page 1: Applying Complexity Concepts to Enhance Innovation …ccer.org/service/documents/Michael Patton/Developmental Evaluation… · Developmental Evaluation: Applying Complexity Concepts

DevelopmentalEvaluation:

Applying Complexity Conceptsto Enhance Innovation and Use

Michael Quinn Patton

Michael Quinn Patton

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Program Evaluation Quality Assurance SummitSeptember 21, 2010

Page 2: Applying Complexity Concepts to Enhance Innovation …ccer.org/service/documents/Michael Patton/Developmental Evaluation… · Developmental Evaluation: Applying Complexity Concepts

5 types of DE

1. Ongoing Development

Development

vs.

Improvement

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Blandin Community Leadership Program

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Beyond Formative and Summative to

Developmental Evaluation

as an option in the repertoire of approaches

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Michael Quinn Patton

Challenge:

Matching the evaluation process and design to the nature of the situation:

Contingency-basedEvaluation

5

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Michael Quinn Patton

Conditions that challenge traditional model-testing evaluation

• High innovation• Development• High uncertainty• Dynamic• Emergent• Systems Change

AdaptiveManagement

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Mintzberg on StrategyTwo types of strategy: Intended & Emergent

Unrealized

Strategy

Intended

Strategy Deliberate Strategy

Realized

Emergent Strategy

Strategy

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First DE Type

Ongoing development in adapting a project, program, strategy, policy, or other innovative initiative to new conditions in complex dynamic systems.

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5 Types of DE2. Pre-formative development of a potentially

scalable innovation to the point where it is ready for traditional formative and summative evaluation; pre-formative developmental evaluation works with emerging ideas and visionary hopes in a period of exploration to shape them into a potential model that is a more fully conceptualized, potentially scalable intervention.

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As models emerge out of exploratory and innovative initiatives, some may move into more traditional formative and summative evaluation to determine scalability and generalizability, while others remain in developmental mode, either undergoing further development or continuous experimentation in the search for new models.

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5 Types of DE

3. Adapting effective general principles to a new context as ideas and innovations are taken from elsewhere and developed within a new setting, the work of developmental evaluation in the dynamic middle between top-down and bottom-up forces of change.

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Fundamental Issue:How the World Is Changed

Top-down dissemination of

“proven models”

versus

Bottoms-up adaptive management

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Models vs. Principles

Identifying proven principles for adaptive management

(bottoms-up approach)

versus

Identifying and disseminating

proven models

(top down approach)

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5 Types of DE

4. Major systems change and cross-scale developmental evaluation, providing feedback about how major systems change is unfolding, evidence of emergent tipping points, and/or how an innovation is or may need to be changed and adapted as it is taken to scale, that is, as its principles are shared and disseminated in an effort to have broader impact.

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Horizontal scaling across systems or vertical scaling to broader systems may involve more than adaptation; these dissemination and scaling processes can evolve an essentially new development, the emergence of which can be documented and analyzed as part of a developmental evaluation.

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Systems

• Parts are interdependent such a change in one part changes all parts

• The whole is greater than the sum of the parts

• Focus on interconnected relationships

• Systems are made up of sub-systems and function within larger systems

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Systems Thinking

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Understanding the

Elephant

from

a Systems Perspective

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The relationship between what goes in and what comes out

What conceptual framework informs yourtheory of change?

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Rehabitiation Program Example

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Logic Model for Rehabilitation Employment Program1. Program reaches out to those in need of employment

2. Eligible recruits enter and attend the program (participation)

3. Learn needed skills (increased knowledge)

4. Develop deeper commitment to work (attitude change)

5. Engage in effective job search strategies (behavior change)

6. Get and retain a living wage (desired outcome)

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Systems web showing possible influence linkages for a disabled person seeking employment

Teachers/ other adults

Disabledperson’s

attitudes &behaviors

Person’sfamily

members

Person’sWork

associates

Training program

staff

Person’s peer group

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Using Different System Lenses to Understand a “particular” System

Biologic System• Emergence• Coordination/synergy• Structure, Process, Pattern• Vitality

Sociologic System• Relationships• Conversations• Interdependence• Loose-tight coupling• Meaning/sense

Mechanical / Physical System• Flow• Temporal Sequencing• Spatial Proximities• Logistics• Information

Economic System Inputs/Outputs Cost/Waste/Value/Benefits Customers/Suppliers

Political System• Power• Governance• Citizenship• Equity

Anthropologic System• Values• Culture/Milieu

Information System•Access•Speed•Fidelity/utility•Privacy/security•Storage

Psychological System•Organizing•Forces Field•Ecological/Behaviour Settings

SYSTEMDIMENSIONS

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Map Systems as Webs

Source: Digital Capital: Harnessing the Power of Business Webs,By Don Tapscott, David Ticoll and Alex Lowy

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5 Types of DE

5. Developing a rapid response in the face of a sudden major change or a crisis, like a natural disaster or financial melt-down, exploring real time solutions and generating innovative and helpful interventions for those in need.

• Dealing with high uncertainty, turbulence, turmoil, high stakes, and often conflict.

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Taking Emergence Seriously

• Beyond “unanticipated consequences” to genuine openness

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Seeing Through A Complexity Lens

“You don't see something until you have the right metaphor to let you perceive it”. Thomas Kuhn

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Complex Nonlinear Dynamics• Nonlinear: Small actions can have large

reactions. “The Butterfly Wings Metaphor”

• Emergent: Self-organizing, Attractors

• Dynamic: Interactions within, between, and among subsystems and parts within systems can volatile, changing

• Getting to Maybe: Uncertainty, unpredictable, uncontrollable

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Getting to Maybe:How the World Is Changed

• Frances Westley,• Brenda Zimmerman• Michal Quinn Patton

• Random House Canada, 2006

Michael Q. Patton -- Bush 201040

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“A Leader's Framework for Decision Making” by David J. Snowden and Mary E. Boone, Harvard Business Review,

November, 2007:

Wise executives tailor their approach to fit the complexity of the circumstances they face.

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Conceptual Options

• Simple

• Complicated

• Complex

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Situation AnalysisMatrix:

Mapping the Territory

Degree ofCertainty

Close to Far from

Clo

se to

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Simple Space

CertaintyClose to Far from

Clo

se to Simple

Plan, control

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Following a Recipe A Rocket to the Moon Raising a Child

Complicated Complex

The recipe is essential

Recipes are tested to assure replicability of later efforts

No particular expertise; knowing how to cook increases success

Recipes produce standard products

Certainty of same results every time

Simple

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Technically Complicated

CertaintyClose to Far from

Clo

se to Simple

Plan, controlTechnically Complicated

Experiment, coordinate expertise

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Following a Recipe A Rocket to the Moon Raising a Child• Formulae are critical

and necessary

• Sending one rocket increases assurance that next will be ok

• High level of expertise in many specialized fields + coordination

• Rockets similar in critical ways

• High degree of certainty of outcome

Complicated Complex

The recipe is essential

Recipes are tested to assure replicability of later efforts

No particular expertise; knowing how to cook increases success

Recipes produce standard products

Certainty of same results every time

Simple

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Socially Complicated

CertaintyClose to Far from

Clo

se to Simple

Plan, controlTechnically ComplicatedExperiment, coordinate expertise

SociallyComplicatedBuild relationships, create common ground

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Socially complicatedsituations

pose the challenge

of coordinating and

integrating

many players

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Know When Your Challenges Are In the Zone of Complexity

CertaintyClose to Far from

Clo

se to Simple

Plan, control

Zone of Complexity

Technically ComplicatedExperiment, coordinate expertise

SociallyComplicatedBuild

relationships, create common ground

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Following a Recipe A Rocket to the Moon Raising a Child

Sending one rocket increases assurance that next will be ok

High level of expertise in many specialized fields + coordination

Rockets similar in critical ways

High degree of certainty of outcome

• Formulae have only a limited application

• Raising one child gives no assurance of success with the next

• Expertise can help but is not sufficient; relationships are key

• Every child is unique

• Uncertainty of outcome remains

Complicated Complex

The recipe is essential

Recipes are tested to assure replicability of later efforts

No particular expertise; knowing how to cook increases success

Recipes produce standard products

Certainty of same results every time

Simple

51

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Following a Recipe A Rocket to the Moon Raising a Child• Formulae are critical

and necessary

• Sending one rocket increases assurance that next will be ok

• High level of expertise in many specialized fields + coordination

• Separate into parts and then coordinate

• Rockets similar in critical ways

• High degree of certainty of outcome

• Formulae have only a limited application

• Raising one child gives no assurance of success with the next

• Expertise can help but is not sufficient; relationships are key

• Can’t separate parts from the whole

• Every child is unique

• Uncertainty of outcome remains

Complicated Complex

The recipe is essential

Recipes are tested to assure replicability of later efforts

No particular expertise; knowing how to cook increases success

Recipe notes the quantity and nature of “parts” needed

Recipes produce standard products

Certainty of same results every time

Simple

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Michael Quinn Patton Michae

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“A Leader's Framework for Decision Making” by David J. Snowden and Mary E. Boone, Harvard Business Review,

November, 2007:

Wise executives tailor their approach to fit the complexity of the circumstances they face.

54

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Wise evaluators tailor their approach to fit the complexity of the circumstances they face.

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5 Types of DE

1. Ongoing development and adaptation

2. Preformative evaluation to support exploration and innovation

3. Supporting local adaptation of general principles to navigate top-down and bottom-up forces for change

4. Evaluating major systems change

5. Evaluating in turbulent, disaster situations

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What role can evaluation play with complex dynamic innovations?

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Challenge:

Matching the evaluation process and design to the nature of the situation:

Contingency-basedEvaluation

58

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ReferencesDevelopmental Evaluation: Applying Complexity

Concepts to Enhance Innovation and Use. Guilford Press, June 2010.

Getting to Maybe: How the World Is Changed?

Frances Westley, Brenda Zimmerman, Michael Q. Patton, Random House Canada, 2006

Utilization-Focused Evaluation, 4th ed.,

Michael Quinn Patton, Sage, 2008.

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