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Comparison of statistical and machine learning models for healthcare cost data: a simulation study motivated by Oncology Care Model (OCM) data

Overview of attention for article published in BMC Health Services Research, April 2020
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Mentioned by

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1 X user

Citations

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29 Dimensions

Readers on

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52 Mendeley
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Title
Comparison of statistical and machine learning models for healthcare cost data: a simulation study motivated by Oncology Care Model (OCM) data
Published in
BMC Health Services Research, April 2020
DOI 10.1186/s12913-020-05148-y
Pubmed ID
Authors

Madhu Mazumdar, Jung-Yi Joyce Lin, Wei Zhang, Lihua Li, Mark Liu, Kavita Dharmarajan, Mark Sanderson, Luis Isola, Liangyuan Hu

X Demographics

X Demographics

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 52 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 52 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 8 15%
Student > Ph. D. Student 6 12%
Student > Bachelor 5 10%
Student > Doctoral Student 3 6%
Student > Master 3 6%
Other 8 15%
Unknown 19 37%
Readers by discipline Count As %
Medicine and Dentistry 9 17%
Engineering 5 10%
Computer Science 3 6%
Nursing and Health Professions 3 6%
Mathematics 2 4%
Other 7 13%
Unknown 23 44%
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 2020.
All research outputs
#16,309,955
of 24,037,774 outputs
Outputs from BMC Health Services Research
#5,924
of 8,092 outputs
Outputs of similar age
#239,044
of 379,979 outputs
Outputs of similar age from BMC Health Services Research
#174
of 225 outputs
Altmetric has tracked 24,037,774 research outputs across all sources so far. This one is in the 21st percentile – i.e., 21% of other outputs scored the same or lower than it.
So far Altmetric has tracked 8,092 research outputs from this source. They typically receive more attention than average, with a mean Attention Score of 8.1. This one is in the 17th percentile – i.e., 17% 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 379,979 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 28th percentile – i.e., 28% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 225 others from the same source and published within six weeks on either side of this one. This one is in the 15th percentile – i.e., 15% of its contemporaries scored the same or lower than it.