I've researched this and found the following on StackExchange and ServerFault, but they're very old.
https://serverfault.com/questions/55889/why-block-outbound-icmp
Is it a bad idea for a firewall to block ICMP?
So, as of now (mid-2020) is there any valid security reason to block outbound ping on one's server.