firms with product process organisational or marketing innovations or with ongoing or abandoned product or process innovation activities market novelties are product innovations that are new to the firm s market innovation cooperation as part of product or process innovation activities data for and only include rd expenditures and expenditures for the acquisition of machinery equipment software and other external knowledge