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Personalized Decision Support in Type 2 Diabetes Mellitus: Current Evidence and Future Directions

Overview of attention for article published in Current Diabetes Reports, November 2012
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Title
Personalized Decision Support in Type 2 Diabetes Mellitus: Current Evidence and Future Directions
Published in
Current Diabetes Reports, November 2012
DOI 10.1007/s11892-012-0348-6
Pubmed ID
Authors

Michael J. Wilkinson, Aviva G. Nathan, Elbert S. Huang

Abstract

The management of type 2 diabetes comprises a complex series of medical decisions regarding goals of care, self-care behaviors, and medical treatments. The quality of these medical decisions is critical to determining whether an individual diabetes patient is treated appropriately, overtreated, or undertreated. It is hypothesized that the quality of these medical decisions can be enhanced by personalized decision support tools that summarize patient clinical characteristics, treatment preferences, and ancillary data at the point of care. We describe the current state of personalized diabetes decision support on the basis of 13 recently described tools. Three tools provided support for personalized decisions based on preferences, while the remaining 10 provided support for treatment decisions designed to achieve standard diabetes goals. For the tools that supported personalized decisions, patient participation in medical decisions improved. Future decision support tools must be designed to account for both clinical characteristics and patient preferences.

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The data shown below were collected from the profile of 1 X user 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 60 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Mexico 1 2%
Italy 1 2%
Unknown 58 97%

Demographic breakdown

Readers by professional status Count As %
Student > Master 14 23%
Researcher 10 17%
Student > Ph. D. Student 8 13%
Student > Bachelor 5 8%
Student > Postgraduate 4 7%
Other 10 17%
Unknown 9 15%
Readers by discipline Count As %
Medicine and Dentistry 16 27%
Computer Science 7 12%
Nursing and Health Professions 6 10%
Psychology 6 10%
Engineering 5 8%
Other 8 13%
Unknown 12 20%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. 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 20 November 2012.
All research outputs
#18,320,524
of 22,685,926 outputs
Outputs from Current Diabetes Reports
#771
of 1,005 outputs
Outputs of similar age
#214,215
of 276,060 outputs
Outputs of similar age from Current Diabetes Reports
#20
of 25 outputs
Altmetric has tracked 22,685,926 research outputs across all sources so far. This one is in the 11th percentile – i.e., 11% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,005 research outputs from this source. They typically receive more attention than average, with a mean Attention Score of 8.0. This one is in the 8th percentile – i.e., 8% of its peers scored the same or lower than it.
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 276,060 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 11th percentile – i.e., 11% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 25 others from the same source and published within six weeks on either side of this one. This one is in the 4th percentile – i.e., 4% of its contemporaries scored the same or lower than it.