Knowledge (XXG)

Logic model

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343:(KPI). These KPIs are specific to the racial disparity issues which the population served identifies with (i.e. low reading, financial literacy, unemployment, etc). In an effort to prevent the logic model itself from being cluttered with an overwhelming number of KPIs, the KPIs are arranged by category and only the category is displayed on the logic model. The extensive list of KPIs are an appendix to the logic model. Organizations identify the KPIs and corresponding outcomes by first conducting a needs assessment and/or community focus groups. This helps to ensure that the logic model remains focused on improving the real-time needs of people to remove racial barriers. The POSLM can help to make more clear the intended outcomes and the casual pathways leading to them; both of which help to connect and compose a logical companion "if, then" 258: 172:
examine if the intermediate outcomes progress as planned. In addition, the pathways of numerous outcomes are still largely misunderstood due their complexity, their unpredictability and lack of scientific / practical evidences. Therefore, with proper research design, one may not only assess the progress of intermediate outcomes, but evaluate as well if the program theory of change is accurate, i.e. is successful change of an intermediate outcomes provokes the hypothesized subsequent effects in the causal pathway. Finally, outcomes may easily be achieved through processes independent of the program and an evaluation of those outcomes would suggest program success when in fact external outputs were responsible for the outcomes.
277:, which is a graphical depiction of at-risk population and its social environment behaviors (factors) leading to the health problem and their respective causal pathways (attitudes, beliefs, skills, etc.). This may include as well at-risk population physical environment related causes such as pollutants or lack of physical activity infrastructure and their respective causes, i.e. environmental agents behaviors leading to the physical environment causes and their respective causal pathways; 25: 316: 67: 86:
application are various, e.g. waste management, poultry inspection, business education, heart disease and stroke prevention. Since they are used in various contexts and for different purposes, their typical components and levels of complexity varies in literature (compare for example the W.K. Kellogg Foundation presentation of logic model, mainly aimed for evaluation, and the numerous types of logic models in the
157:. It is easy to measure the amount of money spent on a program, but this is a poor indicator of outcomes. Likewise it is relatively easy to measure the amount of work done (e.g. number of workers or number of years spent), but the workers may have just been 'spinning their wheels' without getting very far in terms of ultimate results or outcomes. 359:
can be drawn from any of the steps. One of the key insights of the logic model is the importance of measuring final outcomes or results, because it is quite possible to waste time and money (inputs), "spin the wheels" on work activities, or produce outputs without achieving desired outcomes. It is
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approach of Bartholomew et al. makes an extensive use of the logic model through the whole life-cycle of a health promotion program. Since this method can start from as far as a vague desired outcome (author's example is a city whose actors decide to address "health issues" of the city), planners go
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Citing Funnell and Rogers's account (2011), Joy A. Frechtling's (2015) encyclopedia article traces logic model underpinnings to the 1950s. Patricia J. Rogers's (2005) encyclopedia article instead traces it back to Edward A. Suchman's (1967) book about evaluative research. Both encyclopedia articles
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outcomes. To measure the progress towards outcomes, this type of logic model states short, intermediate and long-term outcomes as "stage 1", "stage 2" and "stage 3. Each stage is uniquely defined and used to depict the percentage of KPIs achieved at each stage or the percentage of people who reach
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By making clear the intended outcomes and the causal pathways leading to them, a program logic model provides the basis upon which planners and evaluators can develop a measurement plan and adequate instruments. Instead of only looking at the outcome progress, planners can open the "black box" and
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One of the most important uses of the logic model is for program planning. It is suggested to use the logic model to focus on the intended outcomes of a particular program. The guiding questions change from "what is being done?" to "what needs to be done"? McCawley suggests that by using this new
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leading to an outcome of interest (e.g. prevalence of cardiovascular diseases, annual traffic collision, etc). While they can be in a narrative form, logic model usually take form in a graphical depiction of the "if-then" (causal) relationships between the various elements leading to the outcome.
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Logic models are used by planners, funders, managers and evaluators of programs and interventions to plan, communicate, implement and evaluate them. They are being employed as well by health scientific community to organize and conduct literature reviews such as systematic reviews. Domains of
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Many refinements and variations have been added to the basic template. For example, many versions of logic models set out a series of outcomes/impacts, explaining in more detail the logic of how an intervention contributes to intended or observed results. Others often distinguish short-term,
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Program logic is no guarantee of actual logic in how the program may work. The world is complex, and some situations cannot be ascertained before they are implemented, so some programs may even progress against the "logic" of the
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through various steps in order to develop effective interventions and properly evaluate them. There are distinguishable but closely interwoven logic models with different purposes that can be developed through the process:
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through the logic model to identify how best to achieve the desired results. Here it helps managers to 'plan with the end in mind', rather than just consider inputs (e.g. budgets, employees) or the tasks that must be done.
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However, the logic model is more than the graphical depiction: it is also the theories, scientific evidences, assumptions and beliefs that support it and the various processes behind it.
168:, outcomes are usually in the long-term and may requires numerous intermediate changes (attitudes, social norm, industry practices, etc.) to advance progressively toward the outcomes. 153:
or not-for-profit organizations, where the mission and vision are not aimed at achieving a financial benefit. Traditionally, government programs were described only in terms of their
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However, nature of outcomes varies. To measure the progress toward outcomes, some initiatives may require an ad hoc measurement instrument. In addition, in programs such as in
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Anderson LM, Petticrew M, Rehfuess E, Armstrong R, Ueffing E, Baker P, Francis D, Tugwell P (March 2011). "Using logic models to capture complexity in systematic reviews".
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these outcomes (impacts, long-term results) that are the only justification for doing the work in the first place. For commercial organizations, outcomes relate to
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is developed. This model describes the various activities that will happen and the cascades of effects they are expected to cause toward the desired outcome.
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framework). In addition, depending on the purpose of the logic model, elements depicted and the relationships between them is more or less detailed.
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Logic Model of the Problem for Management information Decision Support Epilepsy Tool (MINDSET program) from Ruiter, DeSmet and Schneider (2007).
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statement. Again, more research is needed and currently being conducted as more nonprofits, philanthropic and governments use this model.
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Development of a logic model and an evaluation framework of the Canadian Food Inspection Agency's Modernized Poultry Inspection Program
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Stinchcomb JB (2001). "Using logic modeling to focus evaluation efforts: Translating operational theories into practical measures".
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Example of a logic model for a school-based self-management educational interventions for asthma in children and adolescents.
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when developing program logic models. More testing and research is needed in order to verify the validity of this model.
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There are some potential disadvantages of logic models due to tendencies toward oversimplification. These include:
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Unrau YA (2001). "Using client exit interviews to illuminate outcomes in program logic models: A case example".
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The POSLM approach makes use of the logic model with a strong focus on tracking progressive improvement towards
768:"Adapting logic models over time: the Washington State Heart Disease and Stroke Prevention Program experience" 323:
The Progressive Outcomes Scale Logic Model (POSLM) approach was developed by Quisha Brown in response to the
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Evaluators thereafter use the logic model of the intervention to design a proper evaluation plan to assess
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Julian DA (1997). "The utilization of the logic model as a system level planning and evaluation device".
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McLaughlin JA, Jordan GB (1999). "Logic models: A tool for telling your program's performance story".
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National Evaluation of the Comprehensive Community Mental Health Services and their Families Program
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reasoning, a logic model for a program can be built by asking the following questions in sequence:
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e.g. increased skills/ knowledge/ confidence, leading in longer-term to promotion, new job, etc.
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By describing work in this way, managers have an easier way to define the work and measure it.
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Hernandez M (2000). "Using logic models and program theory to build outcome accountability".
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They do not necessarily establish causality. Many factors exert influence upon the effects.
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and LeCroy (2018) mention increasing interest, usage and publications about the subject.
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Once the most relevant behaviors and causal pathways are identified, planners develop a
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Evaluative Research: Principles and Practice in Public Service and Social Action Progr
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Conrad KJ, Randolph FL (1999). "Creating and using logic models: Four perspectives".
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Alter C, Murty S (1997). "Logic modeling: A tool for teaching practice evaluation".
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Many authors and guides use the following template when speaking about logic model:
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Purposeful program theory: Effective use of theories of change and logic models
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It is a representation of reality, not reality itself. Programs are not linear
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The full intervention mapping based protocol is available in the full article
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medium-term and long-term results, and between direct and indirect results.
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What knowledge or skills do people need before the behavior will change?
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What will it look like when we achieve the desired situation or outcome?
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Normally, it does not include effects besides those initially expected.
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What activities need to be performed to cause the necessary learning?
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The logic model guidebook : better strategies for great results
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Planning health promotion programs: an intervention mapping approach
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Renger R (2002). "A Three-Step Approach to Teaching Logic Models".
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By placing the focus on ultimate outcomes or results, planners can
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International Encyclopedia of the Social & Behavioral Sciences
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Industrial Economics, Incorporated (IEc) Evaluation Team (2010).
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e.g. number of booklets produced, workshops held, people trained
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Evaluation Research. Methods for Assessing Program Effectiveness
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What resources will be required to achieve the desired outcome?
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What behaviors need to change for that outcome to be achieved?
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Eldredge LK, Markham CM, Ruiter RA, Kok G, Parcel GS (2016).
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Sample Progressive Outcomes Scale Logic Model (POSLM) (2021)
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Sitaker M, Jernigan J, Ladd S, Patanian M (April 2008).
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What is the current situation that we intend to impact?
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W.K. Kellogg Foundation Logic Model Development Guide
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The Inputs → Activities → Outputs → Outcomes template
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to aid organizations in the immediate need to add a
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the changes or benefits that result from the program
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The logic model for program planning and evaluation
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It is a partial representation of a complex system.
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Kellogg Foundation. 187: 65: 16:Method of depicting causal relationships 987:Evaluation : a systematic approach 942:10.1093/acrefore/9780199975839.013.1273 863:Funnell SC, Rogers PJ (February 2011). 514: 512: 510: 439: 1053: 1043: 1018:McLaughlin JA, Jordan G (2015-10-14). 698: 481:Frechtling JA (2015). "Logic Models". 211:what activities the program undertakes 1158:(2nd ed.). Los Angeles: SAGE C. 927: 925: 900:. New York: Russell Sage Foundation. 805: 803: 7: 1251:Education and Treatment of Children 1192:Hernandez M, Hodges S (July 2003). 657:Evaluation of the WasteWise Program 1306:Journal of Offender Rehabilitation 491:10.1016/b978-0-08-097086-8.10549-5 449:The American Journal of Evaluation 14: 247:Intervention mapping logic models 149:The logic model is often used in 36:to comply with Knowledge (XXG)'s 1207:Journal of Social Work Education 974:. University of Idaho Extension. 810:W.K. Kellogg Foundation (1998). 523:. Sage Publications, Inc. 2005. 206:what resources go into a program 23: 1385:Evaluation and Program Planning 1285:Evaluation and Program Planning 1264:Evaluation and Program Planning 289:logic model of the intervention 1229:Alcoholism Treatment Quarterly 1219:10.1080/10437797.1997.10778856 485:. 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Index


quality standards
You can help
talk page

causes and effects
intervention mapping
government
budgets
education
social programs
Intervention mapping

intervention mapping
implementation
impact
efficiency

racial wealth gap
racial equity focus
racial disparity
Key Performance Indicators
theory of change
Performance measures
profit
not-for-profit
governmental organizations
Theory of change
Backcasting
Critical theory

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