Table 2.
Multivariate estimation of household fuelwood strategies, Agincourt Site, Mpumalanga Province, South Africa
Alternative energy |
Uses of wood |
Level of use |
Acquisition strategies |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Use wood, yes=no |
Electricity for cooking |
Electricity for lighting |
Cooking | Heating water |
Wood per day (kg, summer) |
Wood per day (kg, winter) |
Buy wood |
Male head harvests |
Female head, wife harvests |
Son harvests |
Daughter harvests |
|
Research question #1: What are the associations between natural resource use, household size, composition, and economic status? |
||||||||||||
Household size | −0.01 | −0.10* | 0.03 | 0.03 | 0.09 | 0.04 | 0.10 | −0.01 | 0.18** | −0.03 | −0.08 | 0.03 |
Household composition | ||||||||||||
Sex ratio | −0.41 | 0.20 | 0.07 | −0.33 | −0.49 | 1.92** | 1.93** | 0.10 | 0.35 | −0.42* | 0.07 | 0.07 |
Young age structure | −0.67 | 0.20 | −0.70 | −0.63 | −0.34 | 0.48 | −1.80 | −0.22 | −0.51 | −0.26 | −0.55 | 0.07 |
Older age structure | 0.15 | −1.27 | −0.70 | 0.50 | 1.38 | 2.64* | 3.67 | 0.06 | 0.89 | 0.25 | −0.99 | 0.18 |
SES | ||||||||||||
Possessions Index | 0.50 | 0.11 | 0.19 | 0.33 | 0.14** | 0.99* | 0.61 | −0.06 | 0.18 | −0.10 | −0.05 | −0.12 |
Village | −0.04 | −0.06* | −0.25** | −0.04 | −0.09 | −0.01 | −0.02 | −0.01 | −0.01 | −0.01 | 0.02 | −0.07 |
Research question #2: Beyond these household characteristics, how is mortality experience associated with natural resources? |
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Adult mortality | ||||||||||||
within past 2 years | 3.39* | −1.27 | 0.28 | 3.48** | 3.02** | 3.47 | −0.17 | 0.01 | 2.84* | −0.54 | −1.89 | 1.20 |
Mortality×SES | −0.83* | 0.09 | −0.19 | −0.69* | −0.64** | −1.21 | 0.61 | 0.05 | −0.36 | −0.05 | 0.64 | −0.30 |
Years since mortality | −0.40 | 0.36 | 0.13 | −0.56 | −0.49 | 0.13 | 0.61 | −0.14 | −0.89** | 0.23 | −0.59 | −0.05 |
Constant | 2.32* | −0.09 | 3.68 | 2.15* | 2.19** | 4.12 | 9.05 | 0.19 | −3.79** | 0.64 | −1.27 | −0.17 |
R 2 | .08 | .06 | .20 | .08 | .10 | .11 | .09 | .01 | .11 | .04 | .08 | .04 |
n | 239 | 239 | 239 | 239 | 239 | 169 | 169 | 239 | 239 | 239 | 239 | 239 |
Note. Statistical significance indicated by p<.05;
p<.01.
Data Source: MRC/Wits Rural Public Health and Health Transitions Unit.