You can use a Common Table Expression to do this.
WITH MYCTE (MYSTUFF, MYSUM) AS (
SELECT 'Stuff',0
FROM SYSIBM.SYSDUMMY1
UNION ALL
SELECT 'Stuff', SUM(OI.QUANTITY)
FROM DB2ADMIN.ORDERS O INNER JOIN DB2ADMIN.ORDERITEMS OI ON O.ORDERS_ID = OI.ORDERS_ID
WHERE DATE(O.TIMEPLACED) = (DATE(CURRENT DATE) - 1 DAYS)
AND OI.CATENTRY_ID = 000001
GROUP BY DATE(O.TIMEPLACED))
SELECT MYSTUFF, SUM(MYSUM)
FROM MYCTE
GROUP BY MYSTUFF;