Open Access
Table 6
Marginal effect of the ordered logistic regression model of factors affecting households' attitude towards SHS.
| Attitude | Delta-method | |||||
|---|---|---|---|---|---|---|
| dy/dx | Std. Err. | Z | P>|z| | [95% Conf. Interval] | ||
| Gender | ||||||
| Unfavorable | .0262719 | .0124464 | 2.11 | 0.035 | .0018774 | .0506664 |
| Neutral | .0323624 | .0168341 | 1.92 | 0.055 | –.0006319 | .0653567 |
| Favorable | –.0586343 | .0281968 | −2.08 | 0.038 | –.1138989 | –.0033697 |
| Age | ||||||
| Unfavorable | −.0002165 | .0005879 | −0.37 | 0.713 | –.0013688 | .0009358 |
| Neutral | –.000251 | .0006887 | −0.36 | 0.716 | –.0016008 | .0010989 |
| Favorable | .0004675 | .0012749 | 0.37 | 0.714 | –.0020313 | .0029663 |
| Family size | ||||||
| Unfavorable | .0055926 | .003927 | 1.42 | 0.154 | –.0021042 | .0132894 |
| Neutral | .0064828 | .0048054 | 1.35 | 0.177 | –.0029357 | .0159012 |
| Favorable | –.0120754 | .0085659 | −1.41 | 0.159 | –.0288642 | .0047134 |
| Edu_basic | ||||||
| Unfavorable | .0029135 | .0132274 | 0.22 | 0.826 | –.0230117 | .0288387 |
| Neutral | .0033574 | .0150553 | 0.22 | 0.824 | –.0261505 | .0328652 |
| Favorable | –.0062708 | .0282686 | −0.22 | 0.824 | –.0616763 | .0491346 |
| Edu_prim. | ||||||
| Unfavorable | .0103405 | .0376261 | 0.27 | 0.783 | –.0634053 | .0840862 |
| Neutral | .0114322 | .0389946 | 0.29 | 0.769 | –.0649959 | 0878603 |
| Favorable | –.0217727 | .0765566 | −0.28 | 0.776 | –.1718208 | 0878603 |
| Edu_sec. | ||||||
| Unfavorable | –.0424963 | .0107946 | −3.94 | 0.000 | –.0636534 | –.0213392 |
| Neutral | –.1011645 | .0636667 | −1.59 | 0.112 | –.2259489 | .0236199 |
| Favorable | .1436608 | .0695167 | 2.07 | 0.039 | .0074106 | .2799109 |
| edu_pre &ab. | ||||||
| Unfavorable | –.0424974 | .0092922 | −4.57 | 0.000 | –.0607097 | –.0242851 |
| Neutral | –.1011764 | .0150097 | −6.74 | 0.000 | –.130595 | –.0717579 |
| Favorable | .1436738 | .0171573 | 8.37 | 0.000 | .1100462 | .1773015 |
| Off-farm inc | ||||||
| Unfavorable | –.0438532 | .0082536 | −5.31 | 0.000 | –.06003 | –.0276765 |
| Neutral | –.1056937 | .0139105 | −7.60 | 0.000 | –.1329578 | –.0784297 |
| Favorable | .1495469 | .0132567 | 11.28 | 0.000 | .1235644 | .1755295 |
| Log income | ||||||
| Unfavorable | –.0378886 | .0148485 | −2.55 | 0.011 | –.0669911 | –.0087861 |
| Neutral | –.0439191 | .0198473 | −2.21 | 0.027 | –.0828191 | –.0050192 |
| Favorable | .0818077 | .0327869 | 2.50 | 0.013 | .0175465 | .1460689 |
| Landholding size | ||||||
| Unfavorable | .0107529 | .0096985 | 1.11 | 0.268 | –.0082558 | .0297615 |
| Neutral | .0124644 | .0118811 | 1.05 | 0.294 | –.0108221 | .0357508 |
| Favorable | –.0232173 | .0213347 | −1.09 | 0.276 | –.0650326 | .018598 |
| Cattle(TLU) | ||||||
| Unfavorable | –.0093186 | .0056362 | −1.65 | 0.098 | –.0203655 | .0017282 |
| Neutral | –.0108018 | .0064799 | −1.67 | 0.096 | –.0235021 | .0018985 |
| Favorable | .0201205 | .0117749 | 1.71 | 0.087 | –.0029579 | .0431988 |
| Credit | ||||||
| Unfavorable | .0049656 | .0188156 | 0.26 | 0.792 | –.0319124 | .0418436 |
| Neutral | .0058263 | .0222342 | 0.26 | 0.793 | –.0377519 | .0494045 |
| Favorable | –.0107919 | .0410219 | −0.26 | 0.792 | –.0911934 | .0696097 |
| 2rooms house type | ||||||
| Unfavorable | .0112208 | .0151775 | 0.74 | 0.460 | –.0185266 | .0409681 |
| Neutral | .014484 | .0192324 | 0.75 | 0.451 | –.0232107 | .0521787 |
| Favorable | –.0257048 | .0342318 | −0.75 | 0.453 | –.0927979 | .0413884 |
| 3 & above rooms house | ||||||
| Unfavorable | –.0061035 | .0219724 | −0.28 | 0.781 | –.0491685 | .0369616 |
| Neutral | –.0086819 | .0326064 | −0.27 | 0.790 | –.0725893 | .0552256 |
| Favorable | .0147853 | .0545422 | 0.27 | 0.786 | –.0921155 | .1216862 |
| Mobile phone access | ||||||
| Unfavorable | –.0301092 | .0109655 | −2.75 | 0.006 | –.0516012 | –.0086172 |
| Neutral | –.0548516 | .0270374 | −2.03 | 0.042 | –.1078439 | –.0018593 |
| Favorable | .0849608 | .0362666 | 2.34 | 0.019 | .0138796 | .1560419 |
| Media access | ||||||
| Unfavorable | –.041571 | .0158979 | −2.61 | 0.009 | –.0727304 | –.0104117 |
| Neutral | –.0688009 | .0318188 | −2.16 | 0.031 | –.1311646 | –.0064372 |
| Favorable | .1103719 | .0450577 | 2.45 | 0.014 | .0220604 | .1986835 |
| Training access | ||||||
| Unfavorable | –.0311663 | .0106982 | −2.91 | 0.004 | –.0521344 | –.0101981 |
| Neutral | –.0507649 | .0224822 | −2.26 | 0.024 | –.0948293 | –.0067005 |
| Favorable | .0819312 | .0312762 | 2.62 | 0.009 | .0206309 | .1432314 |
| kebele dummy | yes | |||||
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