As the Human Data Science company, IQVIA is ready to help reduce the impact of COVID-19 today, and provide hope for the future. The following geographic information has been found in COVID-19-related documents from ● MEDLINE® (first author affiliation) and ● ClinicalTrials.gov (all study locations) in 2020.

These markers show key locations around the world where COVID-19 studies are being run and COVID-19 scientific abstracts are being written. Each marker links to studies and articles in that location (and is ● green if it has both), where further information about treatments, epidemiology, diagnostics, etc. is reported. Click on each marker to learn more.

Tip: shift-click to draw a box to zoom in to. In order to generate results as quickly as possible, an automated process (see Methodology, below) is used and so there may be errors in the results. If you have spotted an error, please let us know so that we can rectify it.

If you have any questions about the results or would like to know more, please contact us.

  1. Linguamatics NLP is used to automatically extract COVID-19 related documents from the MEDLINE® and ClinicalTrials.gov indexes in the Linguamatics Content Store.
  2. The First Address for the First Author is extracted from each MEDLINE® abstracts and Study Locations are extracted from related Clinical Trials.
  3. Addresses and Locations are cleaned up (in an automated process) and passed through a geocoder to obtain a latitude and longitude value for each.
  4. A location dataset (JSON format) is created to link the latitude and longitude with the document identifier and the document title.
  5. Location dataset is displayed as individual markers on the map.

Details of 2021-03-03 update:

  • Updated map data with latest trial and abstract information.

Details of 2021-02-22 update:

  • Updated map data with latest trial and abstract information.

Details of 2021-02-16 update:

  • Updated map data with latest trial and abstract information.

Details of 2021-02-11 update:

  • Updated map data with latest trial and abstract information.

Details of 2021-02-01 update:

  • Updated map data with latest trial and abstract information.

Details of 2021-01-25 update:

  • Updated map data with latest trial and abstract information.

Details of 2021-01-20 update:

  • Updated map data with latest trial and abstract information.

Details of 2021-01-11 update:

  • Updated map data with latest trial and abstract information.

Details of 2021-01-07 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-12-15 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-12-08 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-12-02 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-11-24 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-11-16 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-11-10 update:

  • Updated map data with latest trial and abstract information.
  • Data files are now loaded asynchronously to speed up initial map loading.

Details of 2020-11-06 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-10-27 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-10-19 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-10-12 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-10-08 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-09-29 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-09-22 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-09-14 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-09-07 update:

  • Updated map data with latest trial and abstract information.
  • This update includes 5 weeks of data.

Details of 2020-08-03 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-07-27 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-07-20 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-07-14 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-07-08 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-06-30 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-06-23 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-06-16 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-06-09 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-06-02 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-05-27 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-05-19 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-05-12 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-05-07 update:

  • Updated map data with latest trial and abstract information.

Details of 2020-04-27 update:

  • Updated map data with latest trial and abstract information.
  • Added clearer mention of green (mixed) locations in second paragraph.

Details of 2020-04-20 update:

  • Updated map data with latest trial and abstract information.
  • Removed some older or incorrect papers.
  • Moved the World zoom button to inside the map. The buttons to zoom into certain areas -- Asia, Europe and North America -- have also been removed to move all of the controls into the map, for easier use of the fullscreen mode.

Details of 2020-04-13 update:

  • Updated map data with latest trial and abstract information.
  • Only locations with new information are displayed by default; change the selector to display older data.
  • New items (articles, trials) are displayed at the top of the location information with a star.
  • Fullscreen mode now correctly fills the web page.

Details of 2020-04-06 update:

  • Updated map data with latest trial and abstract information.
  • New fullscreen button to expand the map to fit the web page.
  • Larger circles indicate more activity.
  • If there are multiple items for a location, they are now all shown in a scrolling list.
  • Markers with mixed (articles and trials) are now coloured green.