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Logic Models for programme planning and evaluation

A programme logic model links outcomes with programme activities/processes and
the theoretical assumptions/principles of the programme. The model facilitates
thinking,  planning,  and    communications    about  objectives  and    actual
accomplishments.

A logic model is basically a systematic and visual way of presenting and sharing
understanding of the relationships among the resources operating a programme, the
planned activities, and the anticipated changes or result:




    Resources/        Activities     Outputs       Outcomes        Impact
    Inputs


      Planned work                       Intended results



Planned work – describes what resources are needed to implement the programme
and what activities are intended.

Resources/inputs – include human, financial, organisational and             community
resources a programme has available to direct towards doing the work.

Activities – what the programme does with the resources; the processes, tools,
events, technology and actions that are an intentional part of the programme
implementation. These interventions are used to bring about intended changes or
results.

Intended results – all of the programme’s desired results (outputs, outcomes and
impact)

Outputs - direct products of programme activities and may include types, levels and
targets of services to be delivered by the programme.

Outcomes – specific changes in programme participant’s behaviour, knowledge,
skills, status and level of functioning.

Impact – the fundamental intended or unintended change occurring in organisations,
communities or systems as a result of programme activities.
How to read a logic model

When ‘read’ from left to right, logic models describe programme basics over time
from planning through to results. Reading a logic model means following the chain of
reasoning or ‘If…then..’ statements which connect the programme’s parts:




    Resources/        If you have    If planned        If planned          If these benefits to
    inputs            access to      activities are    activities are      participants are
    needed to         them, then     accomplished,     accomplished        achieved, then
    operate prog      you can use    then you can      to the extent       certain changes in
                      them to        deliver the       intended, then      organisations,
                      accomplish     product/          participants will   systems or
                      planned        services that     benefit in          communities
                      activities     you intended      certain ways        might be expected
                                                                           to occur


    Resources/          Activities       Outputs         Outcomes            Impact
    Inputs


       Planned work                            Intended results




An example of a logic model is given at Annex 1. The model is taken from a social
impact case study of an art exhibition, undertaken by Annabel Jackson Associates for
the AHRC. A full version of the case study can be found at:
Why use logic models?

     Programme design and planning – a logic model serves as a planning tool to
     develop programme strategy and enhance your ability to clearly explain and
     illustrate concepts and approaches for key stakeholders.
     Programme implementation – a logic model forms the core for a focused
     management plan to help identify and collect the data needed to monitor and
     improve programming.
     Programme evaluation and strategic reporting – a logic model presents
     programme information and progress towards goals in ways that inform
     programme stakeholders and advocate for a particular programme approach.

There are many types of logic model which can be used in planning programmes and
implementing activities. Examples of these models are provided in Annex 2.


Developing a logic model for your programme

In creating a logic model, you will address the following planning and evaluation
issues:
     Cataloguing of the resources and actions needed to reach intended results;
Documenting connections among available resources, planned activities and
     expected results;
     Describing the results aimed for in terms of specific, measurable, action-
     orientated, realistic and timed outcomes.

A basic template for gathering the required information for the logic model:

Issues       Resources       Activities      Outputs           Outcomes          Impact

The aims/    In order to     In order to     We expect         We expect         We expect
objectives   achieve the     address         that once         that if           that if
of the       set of          the aims        accomplished      accomplished      accomplished
programme    activities to   and             these             these             these
are:         fulfil these    objectives      activities will   activities will   activities will
             aims/           we will         produce the       lead to the       lead to the
             objectives      accomplish      following         following         following
             we need         the             evidence/         changes in        changes in
             the             following       service           knowledge,        service,
             following:      activities:     delivery:         skills,           organisation
                                                               behaviour         or
                                                               etc:              community:




Using the logic model to plan for evaluation

There are two types of evaluation questions – formative help improve the
programme, and summative help prove whether the programme worked in the way
planned.

Formative Evaluation - Improve                   Summative Evaluation - Prove
Provides information that helps improve          Generates information that can be used
programmes. Generates periodic reports.          to demonstrate the results of the
Information can be shared quickly.               programme      to   funders    and  the
                                                 community.
Focuses    on    programme    activities,        Focuses most on intermediate-term
outputs and short-term outcomes for              outcomes and impact. Although data is
monitoring progress and making mid-              collected throughout the programme, the
course corrections when needed.                  purpose is to determine the value and
                                                 worth of a programme based on results.
Helpful in bringing      suggestions       for   Helpful in describing the quality and
improvements.                                    effectiveness of the programme by
                                                 documenting its impact on participants
                                                 and the community.


A logic model can help frame               evaluation   questions,     looking    at   context,
implementation and outcomes:
Context – how the programme functions within the economic, social and political
        environment of its community. Also addresses questions that explore issues of
        programme relationships and capacity.

        Implementation – assesses the extent to which activities were executed as planned,
        since a programme’s ability to deliver its desired results depends on whether
        activities result in the quality and quantity of outputs specified.

        Outcomes – determine the extent to which progress is being made toward the
        desired changes in individuals, organisations, systems and communities.


        Context:                      Implementation                                Outcomes
        Relationships &               Quality & Quantity                   Effectiveness, Magnitude, Satisfaction
        capacity


             Influences

                                 Activities       Outputs              Short-term        Intermediate       Impact
                                                                       outcomes          outcomes

             Resources




                              Formative evaluation                     and/or       Summative evaluation

        what aspects      what did our programme                  what is our assessment                what have we
        of our situation accomplish in our community?             of what resulted from our             learned about
        most shaped                                               work in the community?                doing this kind
        our ability to do                                                                               of work in a
        the work we set                                                                                 community like
        out to do?                                                                                      ours?



        It is important to remember that programmes are not linear, and outcomes
        and outputs can happen at any time. The logic model for evaluation should
        therefore look more like this:



Situation/                          Outputs           Outputs                        Outcomes/          Outcomes/         Outcomes/
Priorities           Inputs         Activities        Participation                  Impact             Impact            Impact
                                                                                     Short term         Medium term       Long term



                                                            Satisfaction




                                  Assumptions                               External Factors




                                                                PROCESS
Outcomes               Impact
Needs



        Indicators
        In order to answer evaluation questions, indicators will be used as measures of
        success. Indicators are usually quantitative, but can include a mix of qualitative and
        quantitative information.

        Focus Area         Questions               Indicators          Information needed

                           Key questions or        Data/information    List of specific data or
        Individual         issues within           required to         information, and its
        aim/objective      aim/objective           measure the         location
                                                   success in
                                                   answering
                                                   questions or
                                                   issues
        e.g. To generate   Were the                Count of events     List of networks,
        research           findings/outcomes       with an             workshops,
        findings and       of international        international       conferences and details
        outcomes of        significance/quality?   element             of content/focus
        international
        significance and   Were they
        quality, to        disseminated to an      Count of number     Attendance lists with
        disseminate        international           of international    addresses
        these to an        audience?               people attending
        international
        research           Were networks           International       Access to EARs for
        audience, and to   created in and          elements included   awards
        develop            beyond the UK?          in End of Award
        networks of                                Reports (EARs)
        researchers in
        and beyond the                             International       List of membership of
        UK.                                        representation on   steering/commissioning
                                                   steering            committees
                                                   committees and
                                                   commissioning
                                                   committees

                                                   Case studies of     Information on notable
                                                   notable events      events, access to key
                                                                       people
Annex 1 – Example Logic Model

        This logic model was provided by Annabel Jackson Associates for the AHRC as part of a social impact case study of Translations,
        an exhibition by Jim Pattison supported by an AHRC Small Grant in the Creative and Performing Arts.

ASSUMPTIONS                       RESOURCES*                    PROCESSES/            OUTPUTS                    OUTCOMES                             IMPACT
                                                                ACTIVITIES
That images are affected by       AHRC grant                    Image making          Images                     Feelings of comfort for renal        Scope to encourage scientists
the image maker: person                                                                                          patients from seeing shared          to look beyond the current
and method                        Carnegie grant                Contact with          Visitors:                  experiences                          aesthetic of digital images
                                                                hospitals and other
That multiple interpretations     College grant and help in     organisations            Renal patients         Possible clarification of thoughts   Scope to help patients to
help to reveal the filters used   kind                                                                           and feelings around dialysis and     communicate and interpret
by different image makers                                       Exhibitions              Staff in renal units   transplants                          their experiences individually
and methods                       Help in kind from galleries                                                                                         and collectively
                                                                                         The general public     Appreciation that people see
That patients are active                                                                                         things differently and different
                                                                                      Catalogue
seekers after meaning and                                                                                        interpretations are valid
diagnosis, rather than
passive                                                                                                          Understanding of the subjectivity
                                                                                                                 of images, including medical
That information is power.                                                                                       images, and the way the method
                                                                                                                 affects the image
Those pictured have rights
over their information                                                                                           Understanding of the information
including a right to personal                                                                                    overload of medical experiences
interpretation                                                                                                   and, for staff, a direction of
                                                                                                                 attention towards the
That visual images can                                                                                           responsibility in giving that
provide insights into                                                                                            information
information additional to
those provided by words and                                                                                      Conceptual understanding of the
text e.g. conceptualisation,                                                                                     experience of dialysis and kidney
linkages, context and                                                                                            transplant e.g. in terms of
emotional meaning                                                                                                filtering and displacement

                                                                                                                 Link to other experiences of
                                                                                                                 filtering and displacement
Annex 2 - Types of logic models



    Theory Approach – emphasises the theory of change that has influenced the design and plan for the programme. This model
    provides a explanation of the reasons for beginning to explore an idea for a given programme. They can also specify the
    problem or issue addressed by the programme, describe the reasons for selecting certain types of solution strategies, and
    connect proven strategies to potential activities.

             An example of a theory logic model would be:

                          Inputs                                      Outcomes

                                           Activities    Outputs                       Impact

  Assumptions
                                                                      Outcomes
                          Inputs


                                           Activities    Outputs                       Impact
                                                                      Outcomes

                          Inputs




Beginnings                         Planned work                     Intended results




    Outcomes Approach – focuses on the early aspects of programme planning and attempts to connect the resources and/or
    activities with the desired results in a workable programme.
An example of an outcome logic model would be:

                     Activities     Outputs       Outcomes

        Inputs                                                 Impact


                     Activities     Outputs       Outcomes

        Inputs                                                 Impact


                     Activities     Outputs       Outcomes




      Planned work                    Intended results



Activities Approach – pays attention to the specifics of the implementation process, linking the various planned activities
together in a manner that maps the process of programme implementation.

     An example of an activities logic model would be:
                                                                   Deliverable –
        Milestone
                                                                   Aim/
        Activities
                                                                   Objective
        Milestone
        Activities                                  Outcomes


        Milestone
        Activities                                  Outcomes


        Milestone         Outputs
        Activities                                  Outcomes



                                                    Outcomes

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Logic models

  • 1. TARUNGEHLOTS Logic Models for programme planning and evaluation A programme logic model links outcomes with programme activities/processes and the theoretical assumptions/principles of the programme. The model facilitates thinking, planning, and communications about objectives and actual accomplishments. A logic model is basically a systematic and visual way of presenting and sharing understanding of the relationships among the resources operating a programme, the planned activities, and the anticipated changes or result: Resources/ Activities Outputs Outcomes Impact Inputs Planned work Intended results Planned work – describes what resources are needed to implement the programme and what activities are intended. Resources/inputs – include human, financial, organisational and community resources a programme has available to direct towards doing the work. Activities – what the programme does with the resources; the processes, tools, events, technology and actions that are an intentional part of the programme implementation. These interventions are used to bring about intended changes or results. Intended results – all of the programme’s desired results (outputs, outcomes and impact) Outputs - direct products of programme activities and may include types, levels and targets of services to be delivered by the programme. Outcomes – specific changes in programme participant’s behaviour, knowledge, skills, status and level of functioning. Impact – the fundamental intended or unintended change occurring in organisations, communities or systems as a result of programme activities.
  • 2. How to read a logic model When ‘read’ from left to right, logic models describe programme basics over time from planning through to results. Reading a logic model means following the chain of reasoning or ‘If…then..’ statements which connect the programme’s parts: Resources/ If you have If planned If planned If these benefits to inputs access to activities are activities are participants are needed to them, then accomplished, accomplished achieved, then operate prog you can use then you can to the extent certain changes in them to deliver the intended, then organisations, accomplish product/ participants will systems or planned services that benefit in communities activities you intended certain ways might be expected to occur Resources/ Activities Outputs Outcomes Impact Inputs Planned work Intended results An example of a logic model is given at Annex 1. The model is taken from a social impact case study of an art exhibition, undertaken by Annabel Jackson Associates for the AHRC. A full version of the case study can be found at: Why use logic models? Programme design and planning – a logic model serves as a planning tool to develop programme strategy and enhance your ability to clearly explain and illustrate concepts and approaches for key stakeholders. Programme implementation – a logic model forms the core for a focused management plan to help identify and collect the data needed to monitor and improve programming. Programme evaluation and strategic reporting – a logic model presents programme information and progress towards goals in ways that inform programme stakeholders and advocate for a particular programme approach. There are many types of logic model which can be used in planning programmes and implementing activities. Examples of these models are provided in Annex 2. Developing a logic model for your programme In creating a logic model, you will address the following planning and evaluation issues: Cataloguing of the resources and actions needed to reach intended results;
  • 3. Documenting connections among available resources, planned activities and expected results; Describing the results aimed for in terms of specific, measurable, action- orientated, realistic and timed outcomes. A basic template for gathering the required information for the logic model: Issues Resources Activities Outputs Outcomes Impact The aims/ In order to In order to We expect We expect We expect objectives achieve the address that once that if that if of the set of the aims accomplished accomplished accomplished programme activities to and these these these are: fulfil these objectives activities will activities will activities will aims/ we will produce the lead to the lead to the objectives accomplish following following following we need the evidence/ changes in changes in the following service knowledge, service, following: activities: delivery: skills, organisation behaviour or etc: community: Using the logic model to plan for evaluation There are two types of evaluation questions – formative help improve the programme, and summative help prove whether the programme worked in the way planned. Formative Evaluation - Improve Summative Evaluation - Prove Provides information that helps improve Generates information that can be used programmes. Generates periodic reports. to demonstrate the results of the Information can be shared quickly. programme to funders and the community. Focuses on programme activities, Focuses most on intermediate-term outputs and short-term outcomes for outcomes and impact. Although data is monitoring progress and making mid- collected throughout the programme, the course corrections when needed. purpose is to determine the value and worth of a programme based on results. Helpful in bringing suggestions for Helpful in describing the quality and improvements. effectiveness of the programme by documenting its impact on participants and the community. A logic model can help frame evaluation questions, looking at context, implementation and outcomes:
  • 4. Context – how the programme functions within the economic, social and political environment of its community. Also addresses questions that explore issues of programme relationships and capacity. Implementation – assesses the extent to which activities were executed as planned, since a programme’s ability to deliver its desired results depends on whether activities result in the quality and quantity of outputs specified. Outcomes – determine the extent to which progress is being made toward the desired changes in individuals, organisations, systems and communities. Context: Implementation Outcomes Relationships & Quality & Quantity Effectiveness, Magnitude, Satisfaction capacity Influences Activities Outputs Short-term Intermediate Impact outcomes outcomes Resources Formative evaluation and/or Summative evaluation what aspects what did our programme what is our assessment what have we of our situation accomplish in our community? of what resulted from our learned about most shaped work in the community? doing this kind our ability to do of work in a the work we set community like out to do? ours? It is important to remember that programmes are not linear, and outcomes and outputs can happen at any time. The logic model for evaluation should therefore look more like this: Situation/ Outputs Outputs Outcomes/ Outcomes/ Outcomes/ Priorities Inputs Activities Participation Impact Impact Impact Short term Medium term Long term Satisfaction Assumptions External Factors PROCESS
  • 5. Outcomes Impact Needs Indicators In order to answer evaluation questions, indicators will be used as measures of success. Indicators are usually quantitative, but can include a mix of qualitative and quantitative information. Focus Area Questions Indicators Information needed Key questions or Data/information List of specific data or Individual issues within required to information, and its aim/objective aim/objective measure the location success in answering questions or issues e.g. To generate Were the Count of events List of networks, research findings/outcomes with an workshops, findings and of international international conferences and details outcomes of significance/quality? element of content/focus international significance and Were they quality, to disseminated to an Count of number Attendance lists with disseminate international of international addresses these to an audience? people attending international research Were networks International Access to EARs for audience, and to created in and elements included awards develop beyond the UK? in End of Award networks of Reports (EARs) researchers in and beyond the International List of membership of UK. representation on steering/commissioning steering committees committees and commissioning committees Case studies of Information on notable notable events events, access to key people
  • 6. Annex 1 – Example Logic Model This logic model was provided by Annabel Jackson Associates for the AHRC as part of a social impact case study of Translations, an exhibition by Jim Pattison supported by an AHRC Small Grant in the Creative and Performing Arts. ASSUMPTIONS RESOURCES* PROCESSES/ OUTPUTS OUTCOMES IMPACT ACTIVITIES That images are affected by AHRC grant Image making Images Feelings of comfort for renal Scope to encourage scientists the image maker: person patients from seeing shared to look beyond the current and method Carnegie grant Contact with Visitors: experiences aesthetic of digital images hospitals and other That multiple interpretations College grant and help in organisations  Renal patients Possible clarification of thoughts Scope to help patients to help to reveal the filters used kind and feelings around dialysis and communicate and interpret by different image makers Exhibitions  Staff in renal units transplants their experiences individually and methods Help in kind from galleries and collectively  The general public Appreciation that people see That patients are active things differently and different Catalogue seekers after meaning and interpretations are valid diagnosis, rather than passive Understanding of the subjectivity of images, including medical That information is power. images, and the way the method affects the image Those pictured have rights over their information Understanding of the information including a right to personal overload of medical experiences interpretation and, for staff, a direction of attention towards the That visual images can responsibility in giving that provide insights into information information additional to those provided by words and Conceptual understanding of the text e.g. conceptualisation, experience of dialysis and kidney linkages, context and transplant e.g. in terms of emotional meaning filtering and displacement Link to other experiences of filtering and displacement
  • 7. Annex 2 - Types of logic models Theory Approach – emphasises the theory of change that has influenced the design and plan for the programme. This model provides a explanation of the reasons for beginning to explore an idea for a given programme. They can also specify the problem or issue addressed by the programme, describe the reasons for selecting certain types of solution strategies, and connect proven strategies to potential activities. An example of a theory logic model would be: Inputs Outcomes Activities Outputs Impact Assumptions Outcomes Inputs Activities Outputs Impact Outcomes Inputs Beginnings Planned work Intended results Outcomes Approach – focuses on the early aspects of programme planning and attempts to connect the resources and/or activities with the desired results in a workable programme.
  • 8. An example of an outcome logic model would be: Activities Outputs Outcomes Inputs Impact Activities Outputs Outcomes Inputs Impact Activities Outputs Outcomes Planned work Intended results Activities Approach – pays attention to the specifics of the implementation process, linking the various planned activities together in a manner that maps the process of programme implementation. An example of an activities logic model would be: Deliverable – Milestone Aim/ Activities Objective Milestone Activities Outcomes Milestone Activities Outcomes Milestone Outputs Activities Outcomes Outcomes