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. Author manuscript; available in PMC: 2017 May 1.
Published in final edited form as: Energy Policy. 2016 Feb 17;92:409–419. doi: 10.1016/j.enpol.2016.02.034

Table 2.

Descriptive statistics for study sitesa,b

Mean(St.dev) Min Max
Kasungu Machinga Pooled
Chose stove (percent) 78.4 (41.2) 53.4 (50.0) 66.0*** (47.5) 0 100
Demand side factors
Fuelwood consumption (kilograms) 2,466 (1,864) 1,370 (1,284) 1,914*** (1,688) 0 20800
Adult equivalents (number) 5.2 (2.1) 3.9 (1.6) 4.5*** (2.0) 1 14
Supply side factors
Forest land owned by household (hectares) 0.36 (1.24) 0.11 (0.41) 0.24* (0.93) 0 12
Share of fuel that is low quality fuelwood (percent) 34.5 (35.4) 63.8 (32.5) 49.3 (36.9) 0 100
Share of fuel that is crop residue (percent) 1.0 (4.3) 9.6 (19.6) 5.3 (14.9) 0 100
Distance from household to nearest forest edge (minutes walking) 37.2 (48.5) 33.0 (29.9) 35.1 (40.2) 1 360
Time household members (not cook) spend collecting fuel (hours/week) 6.6 (9.5) 5.8 (8.1) 6.2 (8.8) 0 90
Knowledge of impacts of biomass reliance
Aware of health impacts (percent) 26.8 (44.4) 32.6 (47.0) 29.8 (45.8) 0 100
Aware of environmental impacts on forest (percent) 54.7 (49.9) 76.2 (42.7) 65.5 (47.6) 0 100
Aware of climate impacts of air pollution (percent) 18.4 (38.9) 34.7 (47.7) 26.6 (44.3) 0 100
Demographics and experience of primary cook
Experience as primary cook in this household (years) 21.1 (12.4) 18.4 (14.4) 19.7** (13.5) 0 70
Time primary cook spends collecting fuel (hours/week) 3.6 (2.6) 3.4 (3.5) 3.5 (3.1) 0 15
Past or current experience with non-traditional stove (0/1) 0.08 (0.27) 0.21 (0.41) 0.15 (0.35) 0 1
Cooks indoors (0/1) 0.88 (0.32) 0.81 (0.39) 0.85** (0.36) 0 1
Age cook (years) 42.6 (14.4) 41.0 (17.1) 41.8 (15.8) 13 96
Cook has some primary or secondary education (0/1) 0.89 (0.31) 0.73 (0.44) 0.81*** (0.39) 0 1
Household-level controls
Age of household head (years) 54.1 (13.6) 48.1 (17.8) 51.1*** (16.1) 19 99
Female headed household (0/1) 0.16 (0.37) 0.33 (0.47) 0.25 (0.43) 0 1
Head has some primary or secondary education (0/1) 0.92 (0.26) 0.82 (0.38) 0.87** (0.33) 0 1
Head is from dominant ethnic group (0/1) 0.85 (0.36) 0.60 (0.49) 0.72*** (0.45) 0 1
Value of assets (Malawian Kwacha)c 40,405 (62,809) 31,622 (45,238) 35,979* (54,770) 500 460,200
Total income (Malawian Kwacha)c 372,148 (437,125) 396,480 (761,219) 384,409 (621,234) 3,750 8,095,350
Village-level variables
Share of other study households that chose stove in village (percent) 78.8 (17.2) 53.1 (20.4) 65.9*** (22.8) 0 100
NGO promoting ICS has visited village in past 12 months (0/1) 0.44 (0.50) 0.45 (0.50) 0.45 (0.50) 0 1
Active Village Natural Resources Management Committee (0/1) 0.85 (0.36) 0.63 (0.48) 0.74*** (0.44) 0 1
 Number of households 190 193 383
 Number of villages 26 18 44
a

Standard deviations reported in parentheses.

b

*,**,*** Statistically significant difference of means at the 10, 5 and 1 % levels respectively.

c

In October/November 2013 1USD=360 Malawian Kwacha