IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2102.05596.html
   My bibliography  Save this paper

Interactive Network Visualization of Opioid Crisis Related Data- Policy, Pharmaceutical, Training, and More

Author

Listed:
  • Olga Scrivner
  • Elizabeth McAvoy
  • Thuy Nguyen
  • Tenzin Choeden
  • Kosali Simon
  • Katy Borner

Abstract

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.

Suggested Citation

  • Olga Scrivner & Elizabeth McAvoy & Thuy Nguyen & Tenzin Choeden & Kosali Simon & Katy Borner, 2021. "Interactive Network Visualization of Opioid Crisis Related Data- Policy, Pharmaceutical, Training, and More," Papers 2102.05596, arXiv.org.
    • Handle: RePEc:arx:papers:2102.05596
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2102.05596
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Geoffrey Poitras, 2018. "The prescription opioid epidemic: an update," Post-Print hal-03680383, HAL.
    2. Johanna Catherine Maclean & Justine Mallatt & Christopher J. Ruhm & Kosali Simon, 2020. "Economic Studies on the Opioid Crisis: A Review," NBER Working Papers 28067, National Bureau of Economic Research, Inc.
    3. Olga Scrivner & Thuy Nguyen & Kosali Simon & Esmé Middaugh & Bledi Taska & Katy Börner, 2020. "Job postings in the substance use disorder treatment related sector during the first five years of Medicaid expansion," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-15, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Maciej Berk{e}sewicz & Herman Cherniaiev & Robert Pater, 2021. "Estimating the number of entities with vacancies using administrative and online data," Papers 2106.03263, arXiv.org.
    2. Ilaria Natali & Mathias Dewatripont & Victor Ginsburgh & Michel Goldman & Patrick Legros, 2023. "Prescription opioids and economic hardship in France," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(9), pages 1473-1504, December.
    3. William Encinosa & Didem Bernard & Thomas M. Selden, 2022. "Opioid and non-opioid analgesic prescribing before and after the CDC’s 2016 opioid guideline," International Journal of Health Economics and Management, Springer, vol. 22(1), pages 1-52, March.
    4. Chen, Chong & Huang, Qianqian & Shi, Chang & Yuan, Tao, 2024. "Opioid epidemic and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 86(C).
    5. Johanna Catherine Maclean & Justine Mallatt & Christopher J. Ruhm & Kosali Simon, 2022. "The Opioid Crisis, Health, Healthcare, and Crime: A Review of Quasi-Experimental Economic Studies," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 15-49, September.
    6. Guo, Jiapei & Kilby, Angela E. & Marks, Mindy S., 2024. "The impact of scope-of-practice restrictions on access to medical care," Journal of Health Economics, Elsevier, vol. 94(C).
    7. Coleman Drake & Jiebing Wen & Jesse Hinde & Hefei Wen, 2021. "Recreational cannabis laws and opioid‐related emergency department visit rates," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2595-2605, September.
    8. David M. Cutler & Edward L. Glaeser, 2021. "When Innovation Goes Wrong: Technological Regress and the Opioid Epidemic," NBER Working Papers 28873, National Bureau of Economic Research, Inc.
    9. Jia, Jing & Li, Zhongtian, 2024. "Opioid abuse and labor investment efficiency," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1267-1285.
    10. Deza, Monica & Maclean, Johanna Catherine & Solomon, Keisha, 2022. "Local access to mental healthcare and crime," Journal of Urban Economics, Elsevier, vol. 129(C).
    11. Park, Sujeong & Powell, David, 2021. "Is the rise in illicit opioids affecting labor supply and disability claiming rates?," Journal of Health Economics, Elsevier, vol. 76(C).
    12. Geoffrey Joyce & Bo Zhou & Robert Kaestner, 2024. "Why higher copayments for opioids did not reduce use among Medicare beneficiaries," Health Economics, John Wiley & Sons, Ltd., vol. 33(3), pages 466-481, March.
    13. David M. Cutler & Edward L. Glaeser, 2021. "When Innovation Goes Wrong: Technological Regress and the Opioid Epidemic," Journal of Economic Perspectives, American Economic Association, vol. 35(4), pages 171-196, Fall.
    14. Wei Cheng & Patrick Carlin & Joanna Carroll & Sumedha Gupta & Felipe Lozano Rojas & Laura Montenovo & Thuy D. Nguyen & Ian M. Schmutte & Olga Scrivner & Kosali I. Simon & Coady Wing & Bruce Weinberg, 2020. "Back to Business and (Re)employing Workers? Labor Market Activity During State COVID-19 Reopenings," NBER Working Papers 27419, National Bureau of Economic Research, Inc.
    15. Cecilia S. Diaz-Campo, M. Antonella Mancino, 2023. "What We RANDomly Did Not Learn: Opioid Elasticities and Underlying Mechanisms," LCERPA Working Papers bm0139, Laurier Centre for Economic Research and Policy Analysis.
    16. Philip Armour & Rosanna Smart & Elliott Brennan, 2021. "The Causes and Consequences of Opioid Use among Older Americans: A Panel Survey Approach," Working Papers wp419, University of Michigan, Michigan Retirement Research Center.
    17. Janssen, Aljoscha & Zhang, Xuan, 2020. "Retail Pharmacies and Drug Diversion during the Opioid Epidemic," Working Paper Series 1373, Research Institute of Industrial Economics.
    18. Ham Gonzalez, Andres & Ruiz, Juanita, 2024. "The Labor Market Effects of Drug-Related Violence in a Transit Country," IZA Discussion Papers 17126, Institute of Labor Economics (IZA).
    19. Lowenstein, Christopher, 2024. "“Deaths of despair” over the business cycle: New estimates from a shift-share instrumental variables approach," Economics & Human Biology, Elsevier, vol. 53(C).
    20. Shishir Shakya & Jane E. Ruseski, 2023. "The effect of Prescription Drug Monitoring Programs on county‐level opioid prescribing practices and spillovers," Contemporary Economic Policy, Western Economic Association International, vol. 41(3), pages 435-454, July.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2102.05596. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.