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✪ Getting cozy with causality: Advances to the causal pathway diagramming method to enhance implementation precision

Authors:

Predrag Klasnja, Rosemary D. Meza, Michael D. Pullmann, Kayne D. Mettert, Rene Hawkes, Lorella Palazzo, Bryan J. Weiner, and Cara C. Lewis

University of Washington affiliated authors are displayed in bold.

✪ Open Access

Published: April 2024

Read the full text in the open access journal Implementation Research and Practice

Abstract:

Background

Implementation strategies are theorized to work well when carefully matched to implementation determinants and when factors—preconditions, moderators, etc.—that influence strategy effectiveness are prospectively identified and addressed. Existing methods for strategy selection are either imprecise or require significant technical expertise and resources, undermining their utility. This article outlines refinements to causal pathway diagrams (CPDs), a method for articulating the causal process through which implementation strategies work and offers illustrations of their use.

Method

CPDs are a visualization tool to represent an implementation strategy, its mechanism(s) (i.e., the processes through which a strategy is thought to operate), determinants it is intended to address, factors that may impede or facilitate its effectiveness, and the series of outcomes that should be expected if the strategy is operating as intended. We offer principles for constructing CPDs and describe their key functions.

Results

Applications of the CPD method by study teams from two National Institute of Health-funded Implementation Science Centers and a research grant are presented. These include the use of CPDs to (a) match implementation strategies to determinants, (b) understand the conditions under which an implementation strategy works, and (c) develop causal theories of implementation strategies.

Conclusions

CPDs offer a novel method for implementers to select, understand, and improve the effectiveness of implementation strategies. They make explicit theoretical assumptions about strategy operation while supporting practical planning. Early applications have led to method refinements and guidance for the field.

**This abstract is posted with permission under the Creative Commons Attribution 4.0 International License**

✪ Mending the gap: Measurement needs to address policy implementation through a health equity lens

Authors:

Gabriella M McLoughlin, Shiriki Kumanyika, Yanfang Su, Ross C Brownson, Jennifer O Fisher, & Karen M Emmons

University of Washington affiliated authors are displayed in bold.

✪ Open Access

Published: March 2024

Read the full text in the open access journal Translational Behavioral Medicine

Abstract:

Policies represent a key opportunity to improve the health outcomes of populations, and if implemented well, can reduce disparities affecting marginalized populations. Many policies are only evaluated on whether they elicit their intended health outcome. However, a lack of understanding regarding if and how they are implemented may hinder the intended impact overall and on addressing health disparities. Implementation science offers an array of frameworks and methodological approaches for assessing policy delivery, yet few examples exist that meaningfully include health equity as a core focus.

This commentary describes the importance of equity-informed implementation measurement by providing case examples and implications for assessment. In addition, we highlight examples of emerging work in policy implementation grounded in health equity with suggested steps for moving the field forward. The ultimate goal is to move toward open-access measurement approaches that can be adapted to study implementation of a variety of policies at different stages of implementation, driven by input from marginalized populations and implementation practitioners, to move the needle on addressing health disparities.

**This abstract is posted with permission under the Creative Commons Attribution 4.0 International License**