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Published in: Journal of General Internal Medicine 10/2019

01-10-2019 | Editorial

Improving Network Science in Health Services Research

Author: Michael L. Barnett, MD, MS

Published in: Journal of General Internal Medicine | Issue 10/2019

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Excerpt

In the past 20 years, the discipline of network science has grown at a breathtaking pace. Its influence has touched nearly every domain of scientific inquiry, including genetics, neuroscience, computer science, economics, and epidemiology, to name just a few.1 The appeal of network science comes from a universal framework of tools to define nearly any complex system as a combination of “nodes” (a single point) and “edges” (a connection between two points). Studying networks has never been more accessible due to the increasing availability of free courses and textbooks, faster and cheaper computers, sophisticated visualization techniques, and powerful open source software. In 2019, it could be argued that every social scientist should have at least some familiarity with network methods. …
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go back to reference Coleman J, Katz E, Menzel H. The diffusion of innovations among physicians. Sociometry. 1957;20(4):253–270.CrossRef Coleman J, Katz E, Menzel H. The diffusion of innovations among physicians. Sociometry. 1957;20(4):253–270.CrossRef
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go back to reference Barnett ML, Christakis NA, O’Malley J, Onnela J-P, Keating NL, Landon BE. Physician Patient-sharing Networks and the Cost and Intensity of Care in US Hospitals. Med Care. 2012;50(2):152.CrossRefPubMedPubMedCentral Barnett ML, Christakis NA, O’Malley J, Onnela J-P, Keating NL, Landon BE. Physician Patient-sharing Networks and the Cost and Intensity of Care in US Hospitals. Med Care. 2012;50(2):152.CrossRefPubMedPubMedCentral
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go back to reference Landon B, Keating N, Barnett M, et al. Variation in patient-sharing networks of physicians across the United States. JAMA J Am Med Assoc. 2012;308(3):265.CrossRef Landon B, Keating N, Barnett M, et al. Variation in patient-sharing networks of physicians across the United States. JAMA J Am Med Assoc. 2012;308(3):265.CrossRef
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go back to reference Fernández-Gracia J, Onnela J-P, Barnett ML, Eguíluz VM, Christakis NA. Spread of pathogens in the patient transfer network of US hospitals. In: International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation. Springer, Cham; 2017:271–280. Fernández-Gracia J, Onnela J-P, Barnett ML, Eguíluz VM, Christakis NA. Spread of pathogens in the patient transfer network of US hospitals. In: International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation. Springer, Cham; 2017:271–280.
Metadata
Title
Improving Network Science in Health Services Research
Author
Michael L. Barnett, MD, MS
Publication date
01-10-2019
Publisher
Springer International Publishing
Published in
Journal of General Internal Medicine / Issue 10/2019
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-019-05264-4

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