Table 5.
OLS estimates of conditional demand for cigarette.
Dependent variable: ln(daily consumption) | (1) All |
(2) Low |
(3) Medium |
(4) High |
---|---|---|---|---|
Cigarette Price-2009 Taka/pack | −0.0118*** (−4.85) |
−0.0276*** (−4.75) |
−0.00420 (−0.99) |
−0.00602 (−1.47) |
Monthly household income (2009 Taka) | 0.00000889*** (3.31) |
0.0000247*** (4.12) |
0.00000506 (1.06) |
0.00000235 (0.60) |
Female | 0.0140 (0.12) |
−0.174 (−1.40) |
0.0393 (0.14) |
0.212 (1.05) |
Age | −0.00116 (−1.13) |
−0.000754 (−0.45) |
−0.00386* (−2.43) |
0.000757 (0.42) |
Married | 0.0839** (2.65) |
0.0114 (0.20) |
0.110* (2.11) |
0.134* (2.48) |
Household size | −0.00893 (−1.02) |
−0.0231 (−1.24) |
0.0280* (2.14) |
−0.0285* (−2.24) |
| ||||
Education: | ||||
Primary (1–5 years) | 0.0983* (2.46) |
0.114 (1.92) |
0.0636 (1.11) |
0.0695 (0.77) |
Secondary (6–8 years) | 0.0722 (1.72) |
0.215*** (3.37) |
−0.0104 (−0.16) |
−0.0665 (−0.73) |
SSC (9–10 years) | 0.0573 (1.16) |
0.0880 (1.04) |
0.0310 (0.42) |
−0.0390 (−0.38) |
HSC (11–12 years) | 0.0108 (0.19) |
0.0608 (0.43) |
−0.163 (−1.63) |
−0.0147 (−0.15) |
Bachelor’s (14–16 years) | 0.0824 (1.22) |
−0.167 (−0.91) |
0.0347 (0.25) |
0.0630 (0.61) |
Master’s (15–17 years) | −0.149 (−0.92) |
0.289 (0.84) |
−0.307 (−1.13) |
−0.183 (−0.95) |
Above Master’s | 0.0216 (0.11) |
−0.150 (−0.48) |
. . |
−0.0984 (−0.44) |
| ||||
Occupation: | ||||
Tenant farmer | 0.204** (3.01) |
0.288** (2.61) |
0.187 (1.76) |
0.173 (1.15) |
Self-employed in non- farm agriculture | 0.170* (2.16) |
0.174 (1.64) |
0.291* (2.05) |
0.0517 (0.33) |
Self-employed in non- agricultural activity | 0.275*** (4.09) |
0.201 (1.75) |
0.311** (3.06) |
0.250 (1.83) |
Farm wage laborer | 0.177** (2.72) |
0.0873 (0.92) |
0.266** (2.61) |
0.284 (1.91) |
Non-farm agricultural wage laborer | 0.175 (0.95) |
−0.434 (−1.17) |
0.363 (1.91) |
0.342 (1.88) |
Non-agricultural wage laborer | 0.274*** (3.80) |
0.312** (2.95) |
0.378*** (3.51) |
0.109 (0.67) |
Professional | 0.174 (1.62) |
0.596*** (3.40) |
0.0234 (0.10) |
0.168 (1.07) |
Managerial/administrative/clerking | 0.236** (3.05) |
0.194 (1.52) |
0.301** (2.62) |
0.107 (0.68) |
Student | 0.0857 (0.69) |
0.0264 (0.09) |
0.393 (1.45) |
−0.0420 (−0.22) |
Unemployed | 0.260*** (4.06) |
0.258** (2.77) |
0.341** (3.28) |
0.172 (1.21) |
Homemaker | 0.0948 (0.68) |
0.0377 (0.15) |
0.207 (0.83) |
0.0990 (0.43) |
Others | 0.236*** (3.92) |
0.251** (2.78) |
0.331*** (3.38) |
0.105 (0.80) |
| ||||
Indoor smoking restriction (1 yes, 0 no) | −0.0405 (−1.52) |
0.0119 (0.28) |
−0.0547 (−1.27) |
−0.147** (−3.17) |
Workplace smoking restriction (1 yes, 0 no) | −0.0612 (−1.65) |
0.0418 (0.63) |
−0.0393 (−0.59) |
−0.113* (−1.97) |
Urban area of residence | 0.0482 (1.53) |
0.112* (2.08) |
−0.00815 (−0.18) |
−0.0159 (−0.25) |
Wave 2 | 0.0851** (2.81) |
0.103* (1.98) |
0.0507 (1.02) |
0.157* (2.48) |
| ||||
Observations | 3652 | 1311 | 1134 | 1207 |
Adjusted R2 | 0.030 | 0.061 | 0.042 | 0.057 |
Notes:
1. Columns 1, 2,3 and 4 report results for all, low, medium and high socio-economic status groups respectively.
2. The t statistics of the coefficients are in parentheses.
p < 0.05,
p < 0.01,
p < 0.001.
3. Omitted categories include male, illiterate, owner farmers (occupation), the time effect of wave 1, and rural area of residence.