You need to filter your report in preview, then save your PDF and close the report, like:
Do Until .EOF = True
DoCmd.OpenReport "Performance Plan", acPreview, , "ID =" & rs!ID
DoCmd.OutputTo acOutputReport, "Performance Plan", acFormatPDF, "PATH\" & strEMPID & ".pdf"...