TY - JOUR
T1 - Does the future affect the present? The effects of future weather on the current collection of planted crops and wildlife in a native Amazonian Society of Bolivia
AU - Godoy, Ricardo
AU - Reyes-García, Victoria
AU - Vadez, Vincent
AU - Magvanjav, Oyunbileg
AU - Leonard, William R.
AU - McDade, Thomas
AU - Kumar, Sanjay
AU - Iqbal, Javed
AU - Wilkie, David
AU - Tanner, Susan
AU - Huanca, Tomás
N1 - Funding Information:
Acknowledgements The Cultural and Physical Anthropology Programs of the National Science Foundation, USA, provided funding for the research. The Institutional Review Board for research with human subjects of Northwestern University approved the study protocol. The Great Tsimane’ Council also approved the study. Before enrollment in the study we obtained assent from participants. X. Meng and W. Zeng provided computational assistance. Thanks to P. Richerson, O. Heffetz, K. Bawa, E. Moran, and an anonymous reviewer of HE for commenting on earlier drafts.
PY - 2009
Y1 - 2009
N2 - Unlike neighboring disciplines, anthropology rarely studies how actual future events affect current behavior. Such studies could lay the groundwork for studies of ethno-forecasting. Psychologists argue that people forecast poorly, but some empirical work in cultural anthropology suggests that at least with weather, rural people might make reasonably accurate forecasts. Using data from a small-scale, pre-industrial rural society in the Bolivian Amazon, this study estimates the effects of future weather on the current collection of planted crops and wildlife. If actual future events affect current behavior, then this would suggest that people must forecast accurately. Longitudinal data covering 11 consecutive months (10/2002-8/2003, inclusive) from 311 women and 326 men ≥age 14 in 13 villages of a contemporary society of forager-farmers in Bolivia's Amazon (Tsimane') are used. Individual fixed-effect panel linear regressions are used to estimate the effect of future weather (mean hourly temperature and total daily rain) over the next 1-7 days from today on the probability of collecting wildlife (game, fish, and feral plants excluding firewood) and planted farm crops (annuals and perennials) today. Daily weather records come from a town next to the Tsimane' territory and data on foraging and farming come from scans (behavioral spot observations) and surveys of study participants done during scans. Short-term future weather (≤3 days) affected the probability of collecting planted crops and wildlife today, although the effect was greater on the amount of planted crops harvested today than on the amount of wildlife collected today. Future weather beyond 3 days bore no significant association with the amount of planted crops harvested today nor with the amount of wildlife collected today. After controlling for future and past weather, today's weather (mean hourly temperature, but not rain) affected the probability of collecting wildlife today, but today's weather (temperature or rain) did not affect the probability of collecting planted crops today. The study supports prior work by anthropologists suggesting that rural people forecast accurately. If future weather affects the probability of harvesting planted crops and collecting wildlife today, then this suggests that Tsimane' must forecast accurately. We discuss possible reasons for the finding. The study also supports growing evidence from rural areas of low-income nations that rural people tend to protect their food production and food consumption well against small idiosyncratic shocks or, in our case, against ordinary daily weather that is not extreme. However, the greater responsiveness of daily foraging output compared with daily farming output to today's weather suggests that foraging might not protect food consumption as well as farming against adverse climate perturbations.
AB - Unlike neighboring disciplines, anthropology rarely studies how actual future events affect current behavior. Such studies could lay the groundwork for studies of ethno-forecasting. Psychologists argue that people forecast poorly, but some empirical work in cultural anthropology suggests that at least with weather, rural people might make reasonably accurate forecasts. Using data from a small-scale, pre-industrial rural society in the Bolivian Amazon, this study estimates the effects of future weather on the current collection of planted crops and wildlife. If actual future events affect current behavior, then this would suggest that people must forecast accurately. Longitudinal data covering 11 consecutive months (10/2002-8/2003, inclusive) from 311 women and 326 men ≥age 14 in 13 villages of a contemporary society of forager-farmers in Bolivia's Amazon (Tsimane') are used. Individual fixed-effect panel linear regressions are used to estimate the effect of future weather (mean hourly temperature and total daily rain) over the next 1-7 days from today on the probability of collecting wildlife (game, fish, and feral plants excluding firewood) and planted farm crops (annuals and perennials) today. Daily weather records come from a town next to the Tsimane' territory and data on foraging and farming come from scans (behavioral spot observations) and surveys of study participants done during scans. Short-term future weather (≤3 days) affected the probability of collecting planted crops and wildlife today, although the effect was greater on the amount of planted crops harvested today than on the amount of wildlife collected today. Future weather beyond 3 days bore no significant association with the amount of planted crops harvested today nor with the amount of wildlife collected today. After controlling for future and past weather, today's weather (mean hourly temperature, but not rain) affected the probability of collecting wildlife today, but today's weather (temperature or rain) did not affect the probability of collecting planted crops today. The study supports prior work by anthropologists suggesting that rural people forecast accurately. If future weather affects the probability of harvesting planted crops and collecting wildlife today, then this suggests that Tsimane' must forecast accurately. We discuss possible reasons for the finding. The study also supports growing evidence from rural areas of low-income nations that rural people tend to protect their food production and food consumption well against small idiosyncratic shocks or, in our case, against ordinary daily weather that is not extreme. However, the greater responsiveness of daily foraging output compared with daily farming output to today's weather suggests that foraging might not protect food consumption as well as farming against adverse climate perturbations.
KW - Amazon
KW - Bolivia
KW - Foragers
KW - Forecasting
KW - Hunter gatherers
KW - Tsimane'
KW - Vulnerability
KW - Weather
KW - Weather forecasts
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U2 - 10.1007/s10745-009-9263-0
DO - 10.1007/s10745-009-9263-0
M3 - Article
AN - SCOPUS:70349740800
SN - 0300-7839
VL - 37
SP - 613
EP - 628
JO - Human Ecology
JF - Human Ecology
IS - 5
ER -