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Once you have developed a deep understanding of your CCMR problem of practice, it is time to begin contemplating solutions. You can use a variety of approaches to identify and implement potential solutions. You might choose to use only one of the approaches described below or you might choose to combine multiple approaches to address the CCMR problem of practice in your district.

Research strategies/change ideas

brief overview of several potential examples with at least one resource for each; not a lot of detail about each one

logic models: finish my example

Logic models

Logic models are one approach that can guide program planning, implementation, and evaluation. Logic models are graphic organizers that can help you to define long-term goal(s) to solve your CCMR problem of practice and outline strategies you might implement to achieve that goal.

In the same way that educators use backward design to develop curriculum, logic models begin with the long-term outcome that the district aims to attain. Then, work backwards to define short- or medium-term goals that will help the district to achieve the result. From there, work backwards again to outline the activities or strategies that must be implemented to achieve that goal. For example, the graphic below illustrates a long-term goal of increasing the proportion of CCMR-ready graduates in the district. The district might choose to implement multiple strategies to achieve this goal. Thus, a logic model table could have multiple rows, all aiming to attain the same long-term goal. In this example, one intermediate impact is highlighted--increasing the proportion of students who earn one or more industry-based certifications (IBCs)--along with the strategies the district plans to implement in order to achieve that goal.

Action plans

Another approach involves developing action plans. After analyzing data from multiple sources that are related to the CCMR problem of practice and coming to a shared understanding of the findings, the next steps in the Data Wise process are to develop an action plan, decide how to assess progress, and implement the action plan. The Data Wise action plan template (pictured below) lists the tasks that must be completed to effectively implement the selected strategy and defines who will be responsible for each task and when the task will be completed. To evaluate progress, the team identifies short-, medium-, and long-term data sources that they will use (see graphic organizer pictured below). Then, after collecting and analyzing data from those data sources, the team can evaluate if the strategy was effective. Based on that evidence, the team might celebrate their success, adjust the action plan to improve implementation of the strategy, or choose to implement a different strategy.

Driver diagrams

Yet another approach involves developing driver diagrams. Driver diagrams are visual representations that help teams to understand what levers or drivers will lead to attainment of the selected goal.

  • View the video below that describes how to build on the fishbone root cause analysis to develop a driver diagram.

  • Reference the diagram created by the school team in the video and use the template to complete your own diagram.

  • More detail about how to develop driver diagrams--including a step-by-step protocol--is available in chapter 2 of the NYDoE Improvement Science handbook (pp. 41-71).

Plan-Do-Study-Act cycles

The Plan-Do-Study-Act process (PDSA) is an iterative, cyclical process through which educators: (1) plan to implement change ideas or strategies; (2) collect data during the implementation process; (3) analyze the data; and (4) decide what to do next based on the findings. These change ideas may be generated from a driver diagram or might emerge from inquiry cycles that are focused on investigating your CCMR problem of practice.

Related resources:

  • A continuous improvement toolkit, created by the Regional Education Laboratory Northeast and Islands, contains useful tools and information related to fishbone diagrams, driver diagrams, and PDSA cycles.

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