20/6/20: COVID19 Impact on Learning & Education

McKinsey's handy graphic summarizing expected and actual outcomes of the racial inequality in terms of access to learning and education during the lockdowns phase of the pandemic:

Pretty self-explanatory.

6/8/19: El Paso and Dayton mark 2019 as the worst year for mass shooting violence in America on record

In the wake of the extremely sad events of the last two weeks, it took me some time to run through the data from the https://www.gunviolencearchive.org/ on mass shootings in the U.S. 2014-2019 (to-date), and the numbers are shocking. The El Paso, TX shooting of August 3, followed by the Dayton, OH incident on August 4  (with combined numbers of those killed or injured at 82 with 30 people dead, may they rest in peace) have shaken the world (see, for example, https://www.nytimes.com/2019/08/06/world/europe/mass-shooting-international-reaction.html). 

Here is a summary table on U.S. mass shootings over the last 5 years and 7 months:

So far, 2019 has been the deadliest year on record in terms of overall number of mass shooting incidents, in terms of the numbers of people killed and injured, in terms of the number of people killed, in terms of the number of people injured, and in terms of the number of incidents with 10 or more people killed and injured.

Here is a summary of the 26 largest mass shootings on record:

There appears to be little in terms of distributional trends, especially given small number of years in data coverage, but so far, data suggests that there can be an ongoing increase in the number and severity of mass shootings over the years, with 2019-to-date reconfirming 2016-2017 dynamics that were partially reversed in 2018.

Two visualisation charts, identifying the Texas mass shooting of August 3rd:

 

As the charts above clearly show, August 3, 2019 shooting in Texas is the fourth largest in terms of people either killed or injured (46) after October 1, 2017 mass shooting in Nevada (500), June 12, 2016 shooting in Florida (103), and November 5, 2017 mass shooting in Texas (47).

Overall, there has been 1,925 mass shootings in the U.S. over 2042 days since the start of 2014, with 2,163 people killed and 8.160 people injured. Since January 1, 2014 through August 4 2019, on average, almost 1.06 persons died and 4 persons were injured in mass shootings per day.

The impact of these horrific incidents is, of course, far deeper-reaching, touching the lives of those close to people killed or injured, as well as those in public vicinity of those directly impacted. There is also an unquantifiable broader impact on the society at large. We need better data to better understand these deeper and broader impacts.

We also need better data to try and decipher any causal links and drivers for these horrific crimes. And we need more analysis of the deeper roots and causes of these.


As a tail end of the post, my deepest sympathies to the families and friends of those taken away by the gunmen in mass shootings, and indeed by all gunmen in all guns-involved violent events, and my best wishes for full and speedy recovery for all those injured by them.