--- title: "Implementation Research: Context and Influence" description: We are on the brink of an evaluation renaissance. Smart grids, smart meters, smart buildings, and smart data are prominent themes in the industry lexicon. Smarter evaluation and research must follow. image: https://info.michaelsenergy.com/hubfs/19-01-29%20Influence.jpg --- [![Michaels Energy](https://info.michaelsenergy.com/hs-fs/hubfs/raw_assets/public/MichaelSenedev_August2021/images/michaels-logo.png?width=579&height=110&name=michaels-logo.png "Michaels Energy")](https://michaelsenergy.com/) - [About](https://michaelsenergy.com/#) - [Why We’re Here](https://michaelsenergy.com/about/) - [Team](https://michaelsenergy.com/about/#team) - [Careers](https://michaelsenergy.com/careers/) - [Solutions](https://michaelsenergy.com/#) - [Utility Programs](https://michaelsenergy.com/utility-programs/) - [Commercial and Industrial](https://michaelsenergy.com/commercial-and-industrial/) - [Resources](https://michaelsenergy.com/#) - [Energy Rant](https://michaelsenergy.com/energy-rant/) - [The Big Why of Evaluation](https://info.michaelsenergy.com/the-big-why) - [The Hopper](https://info.michaelsenergy.com/subscribe) - [Case Studies](https://michaelsenergy.com/case-studies/) - [New Briefs](https://michaelsenergy.com/news-briefs/) - [Papers and Presentations](https://michaelsenergy.com/papers-and-presentations/) - [Contact Us](https://michaelsenergy.com/contact/) [Request Proposal](https://michaelsenergy.com/request-proposal/) - About - Back - [Why We’re Here](https://michaelsenergy.com/about/) - [Team](https://michaelsenergy.com/about/#team) - [Careers](https://michaelsenergy.com/careers/) - Solutions - Back - [Utility Programs](https://michaelsenergy.com/utility-programs/) - [Commercial and Industrial](https://michaelsenergy.com/commercial-and-industrial/) - Resources - Back - [Energy Rant](https://michaelsenergy.com/energy-rant/) - [The Big Why of Evaluation](https://info.michaelsenergy.com/the-big-why) - [The Hopper](https://info.michaelsenergy.com/subscribe) - [Case Studies](https://michaelsenergy.com/case-studies/) - [New Briefs](https://michaelsenergy.com/news-briefs/) - [Papers and Presentations](https://michaelsenergy.com/papers-and-presentations/) - [Contact Us](https://michaelsenergy.com/contact/) - [Request Proposal](https://michaelsenergy.com/request-proposal/) ![](https://info.michaelsenergy.com/hubfs/19-01-29%20Influence.jpg) # Implementation Research: Context and Influence Published by [Teresa Lutz](https://info.michaelsenergy.com/the-big-why/author/teresa-lutz) on January 29, 2019 at 10:09 AM   In the last couple of posts, I have written about implementation research as discussed in the online article posted on BJM, [Implementation research: what it is and how to do it](https://www.bmj.com/content/347/bmj.f6753). "Implementation research aims to cover a wide set of research questions, implementation outcome variables, factors affecting implementation, and implementation strategies.”[\[1\]](https://info.michaelsenergy.com/the-big-why/implementation-research-context-and-influence#_ftn1) So far, I’ve introduced the ‘explore’ and ‘describe’ objectives. During the ‘explore’ phase, researchers develop a hypothesis about the outcome of a program intervention. The ‘describe’ objective builds upon the hypothesis, seeking to understand the context in which implementation occurs. And, it seeks to describe the main factors influencing the program outcome within that context. In the ‘influence’ phase, researchers test the hypothesis. Did the program intervention result in the expected outcome? Is the desired program outcome observable? If yes, is the program responsible for that outcome? For energy programs, we often term influence as attribution, and link attribution to the dollars spent. Can we attribute the program dollars employed to the results we are observing? The table below summarizes the influence objective for implementation research.[\[2\]](https://info.michaelsenergy.com/the-big-why/implementation-research-context-and-influence#_ftn2) ![19-01-29 Influence](https://info.michaelsenergy.com/hs-fs/hubfs/19-01-29%20Influence.jpg?width=1143&name=19-01-29%20Influence.jpg) So… how does implementation research intersect with embedded research and evaluation? It is about involvement. Involvement of program managers, policy makers, and other stakeholders in the implementation research design and conduct, and in the results interpretation and recommendations development. According to the online article, [Strengthening health systems through embedded research](https://www.who.int/bulletin/volumes/95/2/16-189126/en/), “Embedded research conducted in partnership with policy-makers and implementers, integrated in different health systems settings and that takes into account context-specific factors can ensure greater relevance in policy priority-setting and decision-making.”[\[3\]](https://info.michaelsenergy.com/the-big-why/implementation-research-context-and-influence#_ftn3) This involvement is critical for understanding the context of the program interventions and understanding the outcomes. It is through the collaboration of those deeply engaged in the program or policy, and the independent objectivity of the researchers, that robust vetting can occur. In the Next Issue In the next issue, I will consider the remaining implementation research objectives discussed in the BJM article, ‘explain’ and ‘predict’. --- [\[1\]](https://info.michaelsenergy.com/the-big-why/implementation-research-context-and-influence#_ftnref1)  Peters, D. H., Adam, T., Alonge, O., Agyepong, I.A., & Tran, N. (2013). Implementation research: what it is and how to do it. *BMJ* 2013;347:f6753. [https://doi.org/10.1136/bmj.f6753](https://doi.org/10.1136/bmj.f6753) [\[2\]](https://info.michaelsenergy.com/the-big-why/implementation-research-context-and-influence#_ftnref2) Ibid, Table 2. [\[3\]](https://info.michaelsenergy.com/the-big-why/implementation-research-context-and-influence#_ftnref3) Ghaffar, A., Langlois, E. V., Rasanathan, K., Peterson, S., Adedokun, L., Tran, N. T.. Strengthening health systems through embedded research. Bulletin of the World Health Organization 2017; 95:87. doi: [http://dx.doi.org/10.2471/BLT.16.189126](http://dx.doi.org/10.2471/BLT.16.189126)   *About This Blog* We are on the brink of an evaluation renaissance. Smart grids, smart meters, smart buildings, and smart data are prominent themes in the industry lexicon. Smarter evaluation and research must follow. To explore this evaluation renaissance, I am looking both inside and outside the evaluation community in a search for fresh ideas, new methods, and novel twists on old methods. I am looking to others for their thoughts and experiences for advancing the evaluation and research practice. So, please…stay tuned, engage, and always, always question. Let’s get smarter together. Tags: [the big why](https://info.michaelsenergy.com/the-big-why/tag/the-big-why), [embedded research and evaluation](https://info.michaelsenergy.com/the-big-why/tag/embedded-research-and-evaluation), [research](https://info.michaelsenergy.com/the-big-why/tag/research), [evaluation](https://info.michaelsenergy.com/the-big-why/tag/evaluation), [evaluation approaches](https://info.michaelsenergy.com/the-big-why/tag/evaluation-approaches), [program implementation](https://info.michaelsenergy.com/the-big-why/tag/program-implementation), [researchable issues](https://info.michaelsenergy.com/the-big-why/tag/researchable-issues), [implementation research](https://info.michaelsenergy.com/the-big-why/tag/implementation-research) [Back to Blog](https://info.michaelsenergy.com/the-big-why) - [Tweet](https://twitter.com/share) ## Related Articles ## [Implementation Research, Good $ Sense](https://info.michaelsenergy.com/the-big-why/implementation-research-good-sense) [Read More](https://info.michaelsenergy.com/the-big-why/implementation-research-good-sense) ## [Implementation Research](https://info.michaelsenergy.com/the-big-why/implementation-research) [Read More](https://info.michaelsenergy.com/the-big-why/implementation-research) ## [Implementation Research, Make It a New Year Resolution](https://info.michaelsenergy.com/the-big-why/new-year-resolution) [Read More](https://info.michaelsenergy.com/the-big-why/new-year-resolution) ## All things energy. 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