1. 1 Total Factor Productivity for Major Industries-2021, USDL-22-2181 (U.S. Bureau of Labor Statistics, November 18, 2022, updated annually), https://www.bls.gov/news.release/prod5.nr0.htm.
2. 2 The most recent business cycle period we consider, 2019-21, is not complete but began in 2019 with the recession that resulted from the onset of the COVID-19 pandemic.
3. 3 See Lucy P. Eldridge and Susan G. Powers, "The importance of output choice: implications for productivity measurement," Monthly Labor Review, September 2023, https://doi.org/10.21916/mlr.2023.22.
4. 4 Total factor productivity (TFP) is measured with the use of discrete estimates of growth rates-that is, growth rates derived from yearly data on output and inputs. As a result, measured TFP growth is a discrete approximation to true growth. For further description of this issue, see Robert M. Solow, "Technical change and the aggregate production function," The Review of Economics and Statistics, vol. 39, no. 3, August 1957, pp. 312-320. The U.S. Bureau of Labor Statistics (BLS) estimates the annual rate of growth of TFP as the percent change from the prior year.
5. 5 Solow, "Technical change and the aggregate production function." Note that Solow's growth model assumes Hicks-neutral technical change and constant returns to scale.