Olga Scrivner, Elizabeth McAvoy, Thuy Nguyen, Tenzin Choeden, Kosali Simon, Katy Börner
arXiv 10 Feb 2021 · Econometrics
arXiv:2102.05596 · PDF · DOI · OpenAlex · Extracted main text
Responding to the U.S. opioid crisis requires a holistic approach supported by evidence from linking and analyzing multiple data sources. This paper discusses how 20 available resources can be combined to answer pressing public health questions related to the crisis. It presents a network view based on U.S. geographical units and other standard concepts, crosswalked to communicate the coverage and interlinkage of these resources. These opioid-related datasets can be grouped by four themes: (1) drug prescriptions, (2) opioid related harms, (3) opioid treatment workforce, jobs, and training, and (4) drug policy. An interactive network visualization was created and is freely available online; it lets users explore key metadata, relevant scholarly works, and data interlinkages in support of informed decision making through data analysis.
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The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.
| Reference | Intensity | Mentions | Sections | Main text | |
|---|---|---|---|---|---|
| 1 | J. C. Maclean, J. Mallatt, C. J. Ruhm, K. Simon (2020) Economic studies on the Opioid crisis: A review | 0.811 | 4 | 2 | 100% |
| 2 | R. Smart, C. A. Kase, E. A. Taylor, S. Lumsden, S. R. Smith, B. D. S… (2020) Strengths and weaknesses of existing data sources to support research to address the opioids crisis | 0.811 | 4 | 2 | 100% |
| 3 | G. M. Weber, K. D. Mandl, I. S. Kohane (2014) Finding the missing link for big biomedical data | 0.737 | 3 | 2 | 100% |
| 4 | R. Smart, C. A. Kase, A. Meyer, B. Stein, Data sources and data-link… (2018) Data sources and data-linking strategies to support research to address the Opioid crisis | 0.644 | 2 | 2 | 100% |
| 5 | P. Leece, T. Khorasheh, N. Paul, S. Keller-Olaman, S. Massarella, J.… (2019) `Communities are attempting to tackle the crisis': A scoping review on community plans to prevent and reduce opioid-related harms | 0.585 | 3 | 1 | 100% |
| 6 | F. Ahmad, L. Rossen, P. Sutton, Provisional drug overdose death counts (2020) Provisional drug overdose death counts | 0.405 | 1 | 1 | 100% |
| 7 | A. Alter, C. Yeager, COVID-19 impact on US national overdose crisis,… (2020) COVID-19 impact on US national overdose crisis | 0.405 | 1 | 1 | 100% |
| 8 | S. Baranzini, S. Bandyopadhyay, M. Keiser, Scalable Precision Medici… (2021) Scalable Precision Medicine Knowledge Engine | 0.405 | 1 | 1 | 100% |
| 9 | M. Bastian, S. Heymann, M. Jacomy (2009) Gephi: an open source software for exploring and manipulating networks | 0.405 | 1 | 1 | 100% |
| 10 | CDC, U.S. Opioid dispensing rate maps (2019) U.S. Opioid dispensing rate maps | 0.405 | 1 | 1 | 100% |
Showing the top 10 of 24 scored citations.