On 13 March 2020, in line with the FA's response to the coronavirus pandemic, it was announced the season was temporarily suspended until at least 3 April 2020.

[3] Reading sat in 5th at the time, overtaken by Manchester United in the final gameweek prior to the cancellation having had their fixture postponed because of Arsenal's participation in the FA Cup.

They retained 5th position on sporting merit after The FA Board's decision to award places on a points-per-game basis.

[4][5] On 13 January, Fara Williams extended her contract with Reading until the end of the 2020-21 season.

[7] Note: Flags indicate national team as defined under FIFA eligibility rules; some limited exceptions apply.