In physics, we do. The American Physical Society (APS) journals are the gold standard in my field.
I'm a huge proponent of open-access publishing, but one must also appreciate the importance of the journals to the health of the society.
Here are relevant passages from statements by both candidates for treasurer in the 2018 APS election:
Candidate 1: James Baird
For now, there would seem to be three principal threats to the financial health of the Society. These are:
1. Open Access Publishing: Paid library subscriptions to APS journals constitute the largest single source of income to the society. Open access publishing threatens this subscription model. If paid library subscriptions disappear entirely, a new payer or payers will need to be found. Currently, this appears to be the author or the author’s institution. APS open access journal, Physical Review X, and the open access opportunities offered by the other Physical Review journals, are an ongoing experiment. The treasurer will need to be alert to financial trends in open access publishing.
Candidate 2: James Hollenhorst
APS is in very good shape, both in carrying out its mission and in its financial health. Nevertheless, the Society and its membership face many challenges, not the least of which is the threat to the business model due to rapid changes in the scientific publishing field. Open access is the rallying cry from the government, the universities, and from the readers and authors of our journal articles; but someone has to pay for the added value that APS brings.