Technical Appendix

This appendix provides information on the classification of industries for output and trade cross-country data used in this report. Knowledge- and technology-intensive (KTI) industries are defined using a taxonomy of economic activities based on research and development (R&D) intensity developed in the OECD Taxonomy of Economic Activities Based on R&D Intensity (Organisation for Economic Co-operation and Development 2016). The OECD Taxonomy clusters industries into five R&D intensity groups—high, medium-high, medium, medium-low, and low—based on a measure of R&D intensity computed as the ratio of R&D expenditures to value added. KTI industries are those in the high and medium-high R&D intensity groups. See Table SAKTI-1 and Table SAKTI-2. See the Glossary section for definitions.

OECD classification of industries, by R&D intensity category

(Percent)

ISIC, Rev.4 = International Standard Industrial Classification, Revision 4; IT = information technology; nec = not elsewhere classified; OECD = Organisation for Economic Co-operation and Development.

Note(s):

R&D intensity is measured as the ratio of R&D expenditures to value-added output of industry. Industries are classified according to ISIC, Rev.4.

Source(s):

Galindo-Rueda F, Verger F, 2016, OECD Taxonomy of Economic Activities Based on R&D Intensity, OECD Science, Technology and Industry Working Papers, No. 2016/04, available at https://doi.org/10.1787/5jlv73sqqp8r-en, accessed 15 February 2024.

Science and Engineering Indicators

Concordance of NAICS 2012 industries to ISIC, Rev.4, industries, by R&D intensity category

(Industry title and code)

ISIC, Rev.4 = International Standard Industrial Classification, Revision 4; IT = information technology; NAICS = North American Industry Classification System; nec = not elsewhere classified.

Note(s):

R&D intensity is measured as the ratio of R&D expenditures to value-added output of industry.

Source(s):

This concordance was developed using the Census Bureau 2012 NAICS to ISIC, Rev.4, concordance available at https://www.census.gov/naics/; more information on NAICS 2012 classification is available at https://www.census.gov/naics/, and more information on ISIC, Rev.4, is available at https://unstats.un.org/unsd/classifications/Econ/Structure.

Science and Engineering Indicators

Industry codes are based on the United Nations’ International Standard Industrial Classification of All Economic Activities, Revision 4 (ISIC, Rev.4). This classification delineates the economic activities of industries based on similarities in inputs and factors of production, the process and technology of production, and characteristics and use of outputs. (For more information on ISIC, Rev.4, see https://unstats.un.org/unsd/classifications/Econ/Structure.)

Reference

Organisation for Economic Co-operation and Development (OECD). 2016. OECD Taxonomy of Economic Activities Based on R&D Intensity. Paris: OECD Publishing. Available at https://doi.org/10.1787/5jlv73sqqp8r-en. Accessed 1 June 2023.