An Interaction Model for Resource Implement Complexity Based on Risk and Number of Annual Moves
American Antiquity • Vol/Iss. 73(4) • Cambridge University Press • • Published In • Pages: 599-625 •
By Read, Dwight
Hypothesis
The emphasis of a subsistence strategy on either land or aquatic animals will be associated with implement elaborateness.
Note
Variables proxying subsistence strategy: percentage of aquatic animals in diet (AQU), percentage of land animals in diet (LAN), percentage of aquatic and land animals in diet (TAA). Variables proxying implement elaborateness: total number of technounits (TTS), average number of technounits per subsistant (TTS/STS), total number of technounits summed over the most complex implement per implement type (MXT), average number of complex technounits per complex subsistant (CTTS/CSTS). Out of four regression models run on each elaborateness variable (for a total of sixteen models), AQU is included in a backward stepwise regression and the best subset against MXT, TAA is included in backward stepwise regressions against TTS and TTS/STS and a lasso regression against TTS, and LAN is not included in any models. Once interaction effects are considered, these variables are ruled out as having a significant effect on implement elaborateness.
Test Name | Support | Significance | Coefficient | Tail |
---|---|---|---|---|
Stepwise regression, best model analysis, Lasso regression, linear regression | Not supported (4 out of 16) | UNKNOWN | UNKNOWN | UNKNOWN |
Variable Name | Variable Type | OCM Term(s) |
---|---|---|
Percentage of aquatic and land animals in diet | Independent | Food Quest |
Percentage of land animals in diet | Independent | Food Quest |
Percentage of aquatic animals in diet | Independent | Food Quest |
Total number of technounits | Dependent | Tools And Appliances |
Average number of technounits per subsistant | Dependent | Tools And Appliances |
Total number of technounits summed over most complex implement per implement type | Dependent | Tools And Appliances |
Average number of complex technounits per complex subsistant | Dependent | Tools And Appliances |