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Theory of Change Introductory training Resource pack Sniffer / Adaptation Scotland Aug/Sept 2015 Praxis is the process by which a theory, lesson, or skill is enacted, embodied, or realised. "Praxis" may also refer to the act of engaging, applying, exercising, realizing, or practicing ideas Dr Sean DOOLAN, BSc, MBA Praxis & Research in Sustainability, Climate & Development Praxis = process by which a theory, lesson, or skill is enacted, embodied, or realised Praxis = the act of engaging, applying, exercising, realizing, or practicing ideas 1
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Page 1: ToC_training slide_set_Sniffer Aug 2015 v2 num-sm

Theory of Change

Introductory training

Resource pack

Sniffer / Adaptation Scotland

Aug/Sept 2015

Praxis is the process by which a theory, lesson, or skill is enacted, embodied, or realised. "Praxis" may also refer to the act of engaging, applying, exercising, realizing, or practicing ideas

Dr Sean DOOLAN, BSc, MBA

Praxis & Research in

Sustainability, Climate & Development

Praxis = process by which a theory, lesson, or skill is enacted, embodied, or realised

Praxis = the act of engaging, applying, exercising, realizing, or practicing ideas1

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• Describe what ToC involves & rationale for use

• Identify how & when ToC should be developed

• How ToC informs & complements other planning & M&E tools

• Increase confidence in working through steps & processes in developing ToC

Learning objectives / 1

2

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• Explore ways to facilitate development of ToC within Sniffer and/or with partners

• Develop action plan for applying learning, i.e. use a ToC in the REALITY of change

Learning objectives / 2

3

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We need to get better at understanding

& influencing change

Theory of change

Should make SENSE

Diagram should be easily read

Language & graphic needs to

resonate with stakeholders

Need to own & use

Need to continue using ToC, i.e.

sustainable as part of organisational culture

4

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What is a Theory of Change? / 1

• Ongoing PROCESS of reflection to EXPLORE change & HOW it happens

• WHAT that means for, and part Sniffer plays, in a particular context, sector and/or group of stakeholders

• PRODUCT on understanding of causal pathways

5

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What is a Theory of Change? / 2

• Considers project within wider analysis of how

change happens

• Makes all parties explain understanding of change –

but also challenges to explore understanding further

• Often presented as a diagram with an

accompanying narrative summary

Focus is on what you think will CHANGE

NOT on what you plan to DO6

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Definition of ToC

• Many approaches - process & product

• A process of desired change by making explicit the way we think about a current situation or problem, its underlying causes, the long-term change we seek, and what needs to happen in order for that change to come about

• A product that contains a set of hypotheses, outcomes, assumptions & indicators that make up causal pathways of change needed to bring about a desired long-term goal

7

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Origins of Theory of Change

Complex evaluations

Questioning & assumptions behind development thinking

Freire - ‘theory in use’Aspen Institute – focus on communitiesDevelopment agencies

Theories of social change

Lack of clear frameworks to assess programmes

Lack of connection between desired outcomes & activities

Dissatisfaction with logframes

More complex, systemic, network approaches

Increased demand to show impact & VfM

Current interest

Need for focus in programmes

The “missing middle”

8

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ToC vs logframe / logic models / results chains

Logframe

1. Specific: Based on specific

pathways or interventions the

project will address;

2. Linear & structured

3. Describes outputs, outcomes,

indicators

4. Used for M&E, accountability to

funders (& beneficiaries …)

Theory of Change

1. Broad: Shows all domains &

pathways that may reach a

goal, including those the project

will not directly address

2. Non-linear & adaptive

3. Describes conditions & rationale

/ reasons for linkages along

causal pathway

4. Used for understanding “the big

picture”

Both

May include risks & assumptions,

outcomes, indicators9

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ToC - Four interconnecting elements

1 How change happens

2 Change pathway & linked

domains of change

3 Impact assessment framework

4 Reflection &

adaptation / refinement

of ToC

10

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Element 1: How change happens

Big Picture thinking

• “How change happens” in relation to issues &

problems that Sniffer / Adaptation Scotland or project seeks to address

• Thinking goes beyond own intervention &

considers all aspects of addressing identified issues

• Consider above and below the “threshold of

accountability”

11

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Element 2: Sniffer / project Change Pathway

• This relates directly to your understanding of how

change happens (first component)

• It describes in detail your unique ways of

understanding & addressing these issues, including:

– WHO you work with

– HOW you work with them

– To achieve or INFLUENCE what changes

– The ASSUMPTIONS you have made in designing this

pathway

12

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Review: Domains of change

• Goal typically has 2-5 domains of change

• ToC consists of domains of change linked

together in a hypothesis to achieve desired

goal – the change pathway

Do not limit the domains of change only to

areas that you intend to address …

13

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Map a Pathway of Change

• Numerous outcomes (sub-purposes, achievements, pre-conditions, etc.) are desirable & will contribute to long-term goal

• However, ALL outcomes on pathway of change should be REQUIRED to attain the identified domain of change

1. Prioritise outcomes (and subsequently actions linked to each outcome)

2. Weed out incremental outcomes that may be desired but are unnecessary to achieve the intended goal

14

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Element 3: Impact assessment

framework

Informed by both earlier components

Provides a robust way of understanding &

reporting on Sniffer’s / project’s contribution to

change (attribution)

Enables you to test & adapt your ToC

15

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Element 4: Reflection & refinement of ToC

Evaluations & impact assessments will provide

information to reflect on your ToC:

• Work with right people?

• In right way?

• To what extent were assumptions valid?

• Did you negotiate barriers & facilitating factors

effectively?

• To what extent did you achieve or influence &

changes you planned?

• What does this tell you about how change

happens & your change pathway?

16

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Elements of a ToC

– A problem statement

– A desired long-term goal

– Domains of change (key leverage points; purpose)

– Pathways of change, which include breakthroughs & incremental outcomes

– Assumptions & risks

– Interventions for each incremental outcome

– Indicators for each incremental outcome

– Defined stakeholders & roles

– Diagram & narrative summary 17

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18

Problem statement

Desired long-term goal from outputs & outcomes

Domain of change

Domain of change

Domain of change

Stakeholders

Assumptions Pathways of Change

Breakthrough

Breakthrough

Output

Outcome

Output Output

Output

Outcome

Output Output

Outcome

Outcome

Outcome

Outcome

Theory of Change conceptual model

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Causal analysis: Identify underlying

causes (leverage points)

Look for

• Direct causes – specific conditions contributing directly to problem

• Secondary causes – attitudes & behavioursthat contribute to specific conditions

• Tertiary causes – knowledge levels, beliefs, practices that influence attitudes & behaviours

19

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Underlying causes

Inventory of causes that could be contributing to a problem helps to identify causal streams

• Household level – Household & individual constraints (e.g., behaviours, knowledge & skill levels, attitudes, access to assets) that limit opportunities to achieve positive outcomes

• Community level – Weak community cohesion & lack of shared values that hinder delivery & maintenance of social & economic infrastructure & assets

• External level – Constraints that are external to the community, such as government policies, delivery of services, access to assets, market & social forces beyond the community’s control

20

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Constructing a ToC

Data collection & analysis (identify problems)

Draft problem statement

Causal analysis Identify key underlying causes at the household, community, or

external level; Look for direct, secondary, tertiary causes

Problem tree

Solution tree

Pathways of change: Check theoretical assumptions between solutions

Prioritize domains of change that project will address Clearly outline who will address other necessary Domains

Identify interventions for each outcome, assumptions related to interventions, & related risks

Identify indicators for each outcome.

PLAUSIBLE !

FEASIBLE !

TESTABLE !

21

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Comparative advantage

• Identify strengths of Sniffer, Adaptation Scotland, partners, communities, wider stakeholders etc.

• Think outside the box – resources available to you, people, projects, locations where you have experience …

• Acknowledge & note weaknesses & gaps

22

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Partnerships

• Remember that Sniffer doesn’t have to do everything!

• Formal & informal partners fill in the gaps & support areas where weakness may exist

• Think outside the box – Go beyond usual suspects - don’t just restrict to

people or organisations you have worked with

– Who can best support & enable your ToC?

23

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A typical theory of change

Inputs Processes Outputs Outcomes

After Howard Whitewww.3ieimpact.org

24

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What it often looks like

Inputs Processes Outputs OutcomesProcesses Outputs

After Howard Whitewww.3ieimpact.org

25

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The funnel of attritionOnly these people

may experience

improved outcomes

Howard Whitewww.3ieimpact.org26

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The funnel operates within steps

in the causal chain

• Show up• Attend • Stay awake• Patronised• Pay attention• Understand• Agree• Absorb • Engage• Retain• Inform• Act

After Howard Whitewww.3ieimpact.org 27

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How does ToC complement other

planning & M&E processes?

• Strategic plans?

• Log frames & logic models?

• M&E systems?

• Learning loops & action research?

28

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What is a ToC?

Change?

29

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• Change demonstrated in the

conceptual model & narrative is:

– Plausible

– Feasible

– Testable

How do we know if the ToC is

adequate?

30

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ToC & phases of adaptation

31

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ToC & phases of adaptation

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Influencing & barriers to adaptation

Maladaptation or past

decisions, e.g. canal

decline, investments

Current, e.g.

knowledge, attitudes &

behaviours

Remote, e.g. policy,

levels of governance &

decision-making

Proximate, within

sphere of influence,

e.g. knowledge &

perceptions

33

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Summary

A complete ToC model provides

• A communication tool to capture complexity of initiative

• A clear & testable set of hypotheses about how change will occur

• A visual representation of expected change & how it will occur

• An agreement among stakeholders about what defines success & what it takes to achieve it

• A blueprint for evaluation with measurable indicators of success identified

34

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How ToC is being used

35

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• Works best if there is an opportune moment (resources

& need to reflect):

– In preparation for new strategic plan

– Applying for new grant, developing a new project

– To inform an evaluation or impact assessment

• Few organisations undertake the whole process in one

go (if ever!)

When to develop ToC?

36

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Conducting a ToC process

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Caution – mind the gap

If you skip the PROCESS,

the ToC becomes a paper exercise.

It can be meaningless …

38

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• No single or “right” answer…

• Can be 1-5 pages in length

• Short narrative & diagram

• All sorts of shapes & illustrations

• Need to be able to illustrate – your organisational (or project) pathway to change,

– the links & assumptions you are making in choosing this path

Examples

STAR-Ghana, DFID adaptation workstreams, CARE Adaptation Learning Programme (ALP), IDRC Climate Change Adaptation in Africa (CCAA), Building Resilience and Adaptation to Climate Extremes and Disasters Programme (BRACED), IDRC organisational capacity development

What does the ToC beast look like?

39

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IDRC – organisational capacity development

40

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Moser, S. C. and J. A. Ekstrom. (2010)A framework to diagnose barriers to climate change adaptation.PNAS, 107 (51): 22026-22031, DOI:10.1073/pnas.1007887107

Scope & scale of adaptation

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BRACED

42

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ToC narrative

47

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Scope of CARE Adaptation Learning Programme, ALP

48

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CARE Adaptation Learning Programme, ALP

49

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CARE ALP

50

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Voice mechanisms

Channels – CC Adaptation in Africa

Capacity-building model

Adaptive capacity & benchmarking

Writing & media support

Outcome mapping

Communications & story-telling

Influencing model

Mapping institutional landscape

Political economy – creating space

Governance levels & space Policy windows

51

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CCAA channels & means

52

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CCAA

53

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Mechanisms for voice &

accountability

World Bank (2003) Making Services Work for the Poor. World Development Report 2004

54

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Accountability mechanisms & relations

Accountability and Voice for Service Delivery at the Local Level. TheIDLgroup & UNDP (2008) 55

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Diverse voices

Carl Jackson

Westhill Knowledge & IDS

Mobilizing Knowledge for Development Programme www.ids.ac.uk/knowledge-services 56

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Challenge – a shift in ways of working

Construction of new relationships between communities, service providers and the State

Working both sides of the equation – to focus on participation, responsiveness and accountability

• From ‘coping’ to ‘voice’

• From ‘shouting’ to ‘counting’

• From ‘reaction’ to ‘informed action’

• From ‘sporadic action’ to ‘organised action’

• From ‘confrontation’ to ‘win-win situation’

57

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Lesson-learning from community-based & social approaches, knowledge-brokering

58

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Intermediary & knowledge-brokering functions

59

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Climate knowledge brokers

6 Principle Manifesto - http://manifesto.climateknowledgebrokers.net/60

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In group...

• Share your own experiences of considering or developing & using Theories of Change

• Discuss

– advantages ToC might bring

– challenges/questions & doubts about developing & using ToC

See handouts for more information

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Advantages: what partners say

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Some challenges

Balancing learning & accountability

Adapting process to context & content

Continuing & learning & reflection

Facilitation, not remote inputs by committee

Reconciling ToC & pathways for change with other organisationalprocesses

Keeping it simple but valid

Common buzzwords & initiatives

Separated by a common language – different understandings of terms

Understanding where stakeholders are coming from – experience & perspectives

Whose reality counts?

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How change happens

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Element 1: How change happens

Big Picture thinking

• “How change happens” in relation to issues that

Sniffer or project seeks to address

• Go beyond your own intervention & consider all

aspects of addressing identified issues

65

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Vision of

success

Key success factor

Key successfactor

Key success factor

Key success factor

Key success factor

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Different ways of understanding HOW change happens

Ensure wide consultation & buy-in

Commission a research paper

Problem tree analysis

Vision of success exercise & critical success factors

Success stories & analysis of why they were successful(Appreciative Inquiry, Most Significant Change)

More academic approach

More participatory approach

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Task in group / 1

1. Agree a “vision of success” in relation to selected project

– If all issues & problems & their underlying causes were successfully addressed, what would this look like?

– Be quite specific – write a sentence of no more than 25 words which outlines what changes you expect to see for whom

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2 Understand & agree key success factors to ensure

that vision becomes a reality

– List up to five key success factors

– For each success factor, be specific about

what should be in place & who should be

involved

Note: Think beyond Sniffer strategy – think PEST

politics, economics, social relations, technology etc

Task in group / 2

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Developing an organisational or

project Change Pathway

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Element 2: Your organisational / project

Change Pathway

• Relates directly to your understanding of how

change happens (first component)

• Describes in detail your ways of understanding &

addressing these issues, including:

– WHO you work with

– HOW you work with them

– To achieve or INFLUENCE what changes

– The ASSUMPTIONS that you have made in

designing this pathway

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Developing a Change Pathway - Step 1

Review & exercise

– Which areas of change can Sniffer or project influence?

• Directly?

• Indirectly? (other factors/ organisations will also influence these changes)

– Which areas of change lie beyond the scope of Sniffer or project?

• Threshold of accountability

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Developing Change Pathway - Step 2

– Who do you plan to work with (target groups)?

– How do you plan to work with each group?

– What short & medium term changes (for these

different groups) do you hope to achieve or influence?

– How do all of these factors link together? (What

leads to what? Who influences whom?)

– What are your assumptions in choosing this

particular pathway (why this one rather than

another)?

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Which domains of change to address? Criteria

• Domain significantly contributes to achieving

the desired goal

• High synergy with other domains

• Addressing the domain & anticipated outcomes

will maximise Sniffer’s comparative advantage

• Potential for partnering

• Responds to key stakeholder or funder

interests & opportunity for resources

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Use post-its for all statements – move them about

1. Clarify & write up overall goal (place on far right)

2. Identify & write up your high level strategies (what you do with whom) – one per post it. Place in a line on the left side

3. Create “ SO THAT” chains, i.e. by doing X we will achieve Y change in short-term, which will lead to Z change in long-term. Write these up (IF-THEN logic)

4. Link strategies with short-term outcomes & goals (place post-its on chart & link with arrows)

5. Test the logic - does it work?

6. Articulate your assumptions

Suggested method for brainstorming ToC

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Assessing impact

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Element 3: Impact assessment

framework

Informed by both earlier components

Robust means of understanding & reporting

on Sniffer’s / projects’s contribution to change

Enables you to test & adapt your ToC

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Impact assessment - definition

“The systematic analysis of significant

and/or lasting change – positive or

negative, intended or not – in & lives of

target groups, brought about by a given

action or a series of actions”

It explores & answers & most important

question of all:

So what ACTUALLY changed?

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Why assess impact?

• To understand the implications of work

• To be accountable to stakeholders

• To support institutional learning & decision

making & to improve future work

• To contribute to policy development & effective

advocacy / influencing

• To help demonstrate organisational / project

performance & delivery – evidence & VfM!

VfM = Value for Money

79

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Impact assessment framework

• Focus on articulated changes at all levels

• Consider & report on FIVE key questions:

– WHAT has changed (positive/

negative/intended or not)?

– For WHOM?

– How SIGNIFICANT is this?

– What, if anything, did our

organisation/programme CONTRIBUTE?

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Contribution analysis to impact

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Impact assessment framework

www.thinknpc.org

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The differences - in brief

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Domains of Change Framework for Empowerment & rights

1Changes in & ability

of marginalisedwomen & men to

access & enjoy their full human rights

5Changes in individual

self confidence & self efficacy

4 Changes in ability

and collaboration of marginalised groups

in fighting inequality & claiming rights

3 Changes in civil

society organisations’ capacity to support marginalized groups to claim their rights

2Changes in

Governments & non state actors[1]

willingness & ability to deliver on their responsibilities for most marginalised

people

Outcomes

Policies & laws supporting rights of marginalised people are developed strengthened & implemented

Government & non state actors allocate adequate resources & ensure availability & access of services for all marginalised people

Governments & non state actors operate in equitable & transparent ways

Effective & accessible mechanisms to seek redress for marginalised people are in place

Outcomes

CSOs facilitate space for communities & marginalised groups to influence decision makers

CSOs challenge duty bearers & those

discriminating against rights holders

CSOs & communities monitor duty

bearers & hold them to account

Communities are aware of & rights & implications for their roles & responsibilities

CSOs advocate for social change

Communities promote inclusive values

Access to available goods & services is equitable

[1] Non state actors includes & private/ corporate sector & international organisations

Outcomes

Marginalized women men, girls & boys have improved self image

Marginalized women men, girls & boys feel capable of & can influence decisions that affect their lives

Marginalized women men, girls & boys have adequate life skills, including literacy & numeracy

Marginalized women, men, girls & are secure & safe

Outcomes

Marginalised groups better understand their rights & responsibilities

Marginalised groups coordinate and/or play a role in bringing about change

Marginalised groups influence decision makers in issues that concern their lives

Marginalised groups call on existing legislation & judicial services & systems to support their rights & hold duty bearers to account claims

Marginalised groups actively participate in democratic spaces

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ToC - Four interconnecting elements

1 How change happens

2 Change pathway & linked

domains of change

3 Impact assessment framework

4 Reflection &

adaptation / refinement

of ToC

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What is a ToC?

Change?

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Reflection & questions

Think about the different elements &

processes

• What did you find most interesting/useful about

each element?

• Any questions? Areas where you would like

further discussion or clarification?

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Impact assessment: approaches

Three approaches

– Post-programme: Testing logic of log frame

(impact “evaluation”)

– Participatory ToC approach used to design

monitor & assess efforts

– Research: looking back sometime later &

assessing changes & their relation to project

efforts

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Impact assessment: strategies

Four strategies

• Build into existing M&E

• Tracer & tracker studies

• Ensure key moments of critical reflection

• Commission retrospective study

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Examples of impact assessment frameworks in climate change

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What’s involved in developing/

facilitating a ToC process?

• Starting point & initial preparation of partners

• Starting from the end-point vision

• Securing buy in & ownership

• Strong workshop process & facilitation

• Commitment to follow up

• Ensure results are communicated & used effectively

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Constructing a ToC

Data collection & analysis (identify problems) Draft problem statement Causal analysis

Identify key underlying causes at the household, community, or external level; Look for direct, secondary, tertiary causes

Problem tree Solution tree Pathways of change: Check theoretical assumptions

between solutions Prioritize domains of change that project will address

Clearly outline who will address other necessary Domains

Identify interventions for each outcome, assumptions related to interventions, & related risks

Identify indicators for each outcome.

PLAUSIBLE !

FEASIBLE !

TESTABLE !

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Thoughts

• Theories not Theory

• Embrace uncertainty

• Beware magic bullets

• Assume you will be wrong, at least to start

• Getting the right PROCESS and PLAYERS matters more than ‘the Perfect Plan’

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International Climate Fund

transformational criteria / 1

• Scale: National, sectoral or economy-wide programmes including institutional and policy reform so that reaches critical deployment mass

• Replicable: Projects that others can copy, leading to larger scale or faster roll-out, for example, key policy changes

• Innovative: Piloting new ways of achieving objectives that could lead to wider and sustained change. These projects are often high risk but with corresponding high potential returns

• Leverage: Projects that leverage others to help increase the impact beyond the project itself should increase the likelihood of this being transformational, by unlocking potential for scaling-up and replication.

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ICF transformational criteria / 2

• Sustainable: Programmes that are sustainable are more likely to have an impact after they have ended. However, not all piloting and innovation programmes will be sustainable, as there is an element of experimentation and risk involved

• Political will and local ownership: Working with national stakeholders, including the powerful, who want to deliver change consistent with their own political economy will be more effective

• Increased capacity and capability to act: Strengthening local capacity supports continued action on climate change and lays the conditions for transformational change

• Evidence of effectiveness is credible and shared widely.Others are unlikely to follow unless they are confident of the case for change. This argues for substantial and quality M&E of key projects, presenting failure alongside success.

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Case study task: Plan a ToC approach to planning and / or evaluation

• Work in buzz pairs or group

• Develop an outline plan for developing or facilitating a ToC approach, in Sniffer or with your partners

• Discuss & answer questions set

• Make notes to report back on key points

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Setting the context / 1

• At what level will you be working? – Sniffer? Adaptation Scotland? – Projects(s) within Sniffer? – Partner organisation(s) to common goal? – Other?

• Why planning to introduce/ develop a ToC ?

• Which elements will you prioritise?

• Why now?

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Setting the context / 2

• What (if any) elements of Theory of Change already exist within Sniffer, partners or project?

• How might ToC complement existing planning & evaluation tools & processes?

• How much time & resources are available?

Note: you may not be able to answer all questions, but you should be able to before you start the process

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Introducing the ToC approach

• How secure interest in developing & APPLYING the ToC approach?

• How develop COMMON framing?

• How ALIGN the buzzwords & initiatives?

• How avoid being DIVIDED by an apparently common language (but different understandings)?

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Draft a plan to pilot / 1

Draft an outline plan for a workshop exercise (or series of exercises with different stakeholders) …

… to enable participants to help in development

… of one or more elements of ToC

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Draft a plan to pilot / 2

Specify

– Purpose & intended outcome of workshop(s)

– Which stakeholders would be involved

– Elements you plan to cover

– Some of processes or methods you might use to enable participants to contribute effectively to the process

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How do you plan to apply ToC training?

How can you use results in planning and / or impact assessments, e.g.

– Sniffer / Adaptation Scotland

– Glasgow CARES

– Climate Ready Communities

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