For now, booster shots are recommended for the Pfizer and Moderna vaccines only. A separate booster recommendation for those who received a Johnson & Johnson one-dose vaccine is expected soon. The Johnson & Johnson vaccine was authorized for use in the U.S. a little later than the others — in March — and data on safety and efficacy of an additional dose is not currently available.