Got some new info from IOC (https://soyacincau.com/2022/01/19/ioc-defends-the-mandatory-chinese-olympics-app-after-it-was-slammed-for-security-concerns/)
"IOC also mentioned that it is “not compulsory” to install the app on cell phones specifically. Users can instead “log on to the health monitoring system on the web page instead”.