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Predicting Body Mass from the Skeleton with an Application to the Georgia Coast


Please use this identifier to cite or link to this item: http://hdl.handle.net/1928/13883

Predicting Body Mass from the Skeleton with an Application to the Georgia Coast

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Title: Predicting Body Mass from the Skeleton with an Application to the Georgia Coast
Author: Daneshvari, Shamsi
Advisor(s): Pearson, Osbjorn
Committee Member(s): Edgar, Heather JH
Bedrick, Edward
Konigsberg, Lyle
Department: University of New Mexico. Dept. of Anthropology
Subject: body mass, Georgia, Agriculture, hunter gatherers, social status
Social status and body mass
LC Subject(s): Human skeleton--Analysis
Physical anthropology
Degree Level: Doctoral
Abstract: Body mass has been studied in multiple subfields within anthropology, including paleoanthropology, bioarchaeology, biomechanics, and forensics. Most previous studies that focused on predicting mass from the skeleton utilized population averages, living subjects, and/or small sample sizes. This study sought to create an individualized predictive model of body mass estimation from multiple skeletal elements. The new multiple element model was then compared to three models currently used by anthropologists. Three hypotheses were tested: 1) the multiple element model has a lower predictive error than the other models, 2) upper limb elements will predict mass more accurately and 3) articular dimensions predict mass more accurately. All three hypotheses were rejected in favor of mixed models. The multiple element model predicted mass (for males and females) and the Grine and colleagues femoral head model (for females only) had low predictive error. Both upper and lower limbs as well as diaphyseal and articular dimensions were selected as significant predictors in the multiple element model. Improved estimation of body mass is used to address our understanding of the behavioral and cultural changes that occurred with the transition to agriculture on the Georgia coast. Social stratification within societies is of great importance in anthropology, as it helps us to see how past peoples interacted, lived, and were organized. In some instances, it becomes difficult to determine when social stratification developed due to a lack of preservation of artifacts indicative of status. In such cases, it is necessary to develop multiple avenues to determine the level of stratification within a society. Two hypotheses were tested: 1) agricultural populations had significantly greater mean mass relative to height (body mass index) than the earlier hunter-gatherers, and 2) agriculturalists display a significantly greater variance, and/or distribution of body mass indices than hunter gatherers. Both hypotheses were rejected as no significant difference in the mean, variance or distribution in BMI values was found between hunter gatherers and agriculturalists. Although a significant difference is not seen between pre-agricultural and agricultural groups, further analyses are warranted before using the distribution of body mass as a proxy for social status are abandoned.
Graduation Date: July 2011
URI: http://hdl.handle.net/1928/13883

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