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Toward criteria for pragmatic measurement in implementation research and practice: a stakeholder-driven approach using concept mapping

Overview of attention for article published in Implementation Science, October 2017
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  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (93rd percentile)
  • Good Attention Score compared to outputs of the same age and source (68th percentile)

Mentioned by

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67 X users

Citations

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65 Dimensions

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126 Mendeley
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Title
Toward criteria for pragmatic measurement in implementation research and practice: a stakeholder-driven approach using concept mapping
Published in
Implementation Science, October 2017
DOI 10.1186/s13012-017-0649-x
Pubmed ID
Authors

Byron J. Powell, Cameo F. Stanick, Heather M. Halko, Caitlin N. Dorsey, Bryan J. Weiner, Melanie A. Barwick, Laura J. Damschroder, Michel Wensing, Luke Wolfenden, Cara C. Lewis

Abstract

Advancing implementation research and practice requires valid and reliable measures of implementation determinants, mechanisms, processes, strategies, and outcomes. However, researchers and implementation stakeholders are unlikely to use measures if they are not also pragmatic. The purpose of this study was to establish a stakeholder-driven conceptualization of the domains that comprise the pragmatic measure construct. It built upon a systematic review of the literature and semi-structured stakeholder interviews that generated 47 criteria for pragmatic measures, and aimed to further refine that set of criteria by identifying conceptually distinct categories of the pragmatic measure construct and providing quantitative ratings of the criteria's clarity and importance. Twenty-four stakeholders with expertise in implementation practice completed a concept mapping activity wherein they organized the initial list of 47 criteria into conceptually distinct categories and rated their clarity and importance. Multidimensional scaling, hierarchical cluster analysis, and descriptive statistics were used to analyze the data. The 47 criteria were meaningfully grouped into four distinct categories: (1) acceptable, (2) compatible, (3) easy, and (4) useful. Average ratings of clarity and importance at the category and individual criteria level will be presented. This study advances the field of implementation science and practice by providing clear and conceptually distinct domains of the pragmatic measure construct. Next steps will include a Delphi process to develop consensus on the most important criteria and the development of quantifiable pragmatic rating criteria that can be used to assess measures.

X Demographics

X Demographics

The data shown below were collected from the profiles of 67 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 126 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 126 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 23 18%
Student > Ph. D. Student 19 15%
Other 11 9%
Student > Master 11 9%
Student > Doctoral Student 11 9%
Other 26 21%
Unknown 25 20%
Readers by discipline Count As %
Medicine and Dentistry 23 18%
Social Sciences 18 14%
Psychology 17 13%
Nursing and Health Professions 15 12%
Economics, Econometrics and Finance 3 2%
Other 12 10%
Unknown 38 30%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 40. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 14 September 2019.
All research outputs
#1,043,413
of 25,765,370 outputs
Outputs from Implementation Science
#150
of 1,821 outputs
Outputs of similar age
#21,235
of 332,739 outputs
Outputs of similar age from Implementation Science
#10
of 32 outputs
Altmetric has tracked 25,765,370 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 95th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 1,821 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 14.9. This one has done particularly well, scoring higher than 91% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 332,739 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 93% of its contemporaries.
We're also able to compare this research output to 32 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 68% of its contemporaries.