Accounting for Air Pollution Emissions in Measures of State Manufacturing Productivity Growth

A Malmquist-Luenberger productivity index is employed to account for both marketed output and the output of pollution abatement activities of U.S. state manufacturing sectors for –1986. The index allows us to decompose the change in productivity into measures of change in efficiency and technical change. By accounting for the change in emissions, average annual productivity growth is 3.6 percent, whereas it is 1.7 percent when emissions are ignored. We also find adjusted productivity growth improved after 1977, and "Frost Belt" states with rapidly growing manufacturing sectors have significantly higher rates of productivity growth than "Sun Belt" states with slow growing manufacturing sectors.     

An experimental ethnoarchaeological approach to understanding the development of use wear associated with the processing of river cane for split-cane technology

Southeastern Indians have been using cane (Arundinaria spp.) for basketry and matting for thousands of years. Unfortunately, it is only under extraordinary preservation conditions that such items survive archaeologically. Inferring the production of split-cane technology requires an understanding of prehistoric manufacturing and processing techniques. It is hypothesized that stone tools were once used to process cane for use in split-cane technologies. In the Southeast, it is not uncommon to find stone tools with traces of plant use; however attributing wear to specific plants has been problematic. Pilot experiments, grounded on ethnoarchaeological observations, were conducted with river cane (Arundinaria gigantea) in collaboration with expert basket weavers in the Cherokee Nation. The experimental ethnoarchaeological program was designed to test the efficiency of stone tools in cane processing and document use wear through microscopic observations. The results found that non-retouched flakes were efficient for processing river cane and that the different stages of splint preparation resulted in the differential development of use-related wear. Additional experimentation with river cane is necessary to better define use wear and establish criteria for identification in archaeological contexts. Nonetheless, the collaborative and experimental approach undertaken demonstrated the utility of combining traditional archaeological methods with experimentation, ethnoarchaeology, and tribal knowledge.