| Literature DB >> 35140472 |
Mitiku Wale Muluneh1, Getaneh Abebe Talema2, Koyachew Bitew Abebe1, Belete Dejen Tsegaw1, Mahider Abere Kassaw1, Aschalew Teka Mebrat3.
Abstract
BACKGROUND: Adoption of organic fertilization is low among farmers in rural areas of Ethiopia, affecting yields and general food security in the region. This study aimed to identify the determinants of the utilization of organic fertilizers among smallholder farmers in the South Gondar Zone, Amhara National Regional State (ANRS), Northwest Ethiopia.Entities:
Keywords: Organic fertilizer; logistic regression model; multistage sampling; smallholder farmer
Year: 2022 PMID: 35140472 PMCID: PMC8819767 DOI: 10.1177/11786302221075448
Source DB: PubMed Journal: Environ Health Insights ISSN: 1178-6302
Description of independent variables.
| Variables | Descriptions |
|---|---|
| Sex | 1 for male, 2 for female household head |
| Age | Age of the household head in year |
| Marital status | 1 for single, 2 for married, 3 for divorced, 4 for widowed |
| Educational status | Educational status of the household head: 1 for literate, 2 for illiterate |
| Laborer | Number of laborers in a household |
| Experience | Farming experience of household head in year |
| Cost of laborer | Cost of laborer in birr per day |
| Group membership | 1 for membership to farmers group, 2 for not membership to farmers group |
| Household income | The household income in birr per year |
| Access of information media | 1 for access of media, 2 for non-access of media |
| Information about organic fertilizer | 1 for Yes, 2 for No |
| Access of extension service | 1 for getting extension service, 2 for not for getting extension service |
| Farm size | Total land owned by smallholder farmers in hectare |
| Farm fertility | 1 for fertile, 2 for medium, 3 for non-fertile |
| Distance of farm to home | The distance of farm to home in Km |
| Household size | Number of family in smallholder farmers in household |
| Tropical livestock | Number of livestock unit owned in the household |
| Credit access | 1 for getting access to credit, 2 for not getting access to credit |
Characteristics of categorical variables among smallholder farmers.
| Variables | Category | Frequency | % | Organic fertilizer user | Chi-square | ||||
|---|---|---|---|---|---|---|---|---|---|
| Yes | % | No | % | ||||||
| Sex | Male | 320 | 76.2 | 170 | 53.1 | 150 | 46.9 | <0.0001 | .983 |
| Female | 100 | 23.8 | 53 | ||||||
| Marital status | Single | 22 | 5.2 | 8 | 36.4 | 14 | 63.6 | 9.308 | .025 |
| Married | 278 | 66.2 | 140 | 50.4 | 138 | 49.6 | |||
| Divorced | 39 | 9.3 | 21 | 53.8 | 18 | 46.2 | |||
| Widowed | 81 | 19.3 | 54 | 66.7 | 27 | 33.3 | |||
| Educational status | Illiterate | 289 | 68.8 | 159 | 55.0 | 130 | 45.0 | 10.374 | .024 |
| Literate | 131 | 31.2 | 64 | 48.9 | 67 | 51.1 | |||
| Membership in farmer union | Yes | 351 | 83.6 | 210 | 59.8 | 141 | 40.2 | 38.901 | <.0001 |
| No | 69 | 16.4 | 13 | 18.8 | 56 | 81.2 | |||
| Information about organic fertilizer | Yes | 271 | 64.5 | 185 | 68.3 | 86 | 31.7 | 70.592 | <.0001 |
| No | 149 | 35.5 | 38 | 25.5 | 111 | 74.5 | |||
| Access of social media | Yes | 277 | 66.0 | 125 | 45.1 | 152 | 54.9 | 20.745 | <.0001 |
| No | 143 | 34.0 | 98 | 68.5 | 45 | 31.5 | |||
| Access of extension service | Yes | 334 | 79.5 | 195 | 58.4 | 139 | 41.6 | 18.315 | <.0001 |
| No | 86 | 20.5 | 28 | 32.6 | 58 | 67.4 | |||
| Credit access | Yes | 164 | 39.0 | 80 | 48.8 | 84 | 51.2 | 2.011 | .156 |
| No | 256 | 61.0 | 143 | 55.9 | 113 | 44.1 | |||
| Soil fertility | Fertile | 90 | 21.4 | 31 | 34.4 | 59 | 65.6 | 48.098 | <.0001 |
| Medium | 147 | 35.0 | 60 | 40.8 | 87 | 59.2 | |||
| Non-fertile | 183 | 43.6 | 132 | 72.1 | 51 | 27.9 | |||
Shows significance at 5% of the level of significance.
Descriptive statistics for continuous variables of organic fertilizer user among smallholder farmers for continuous variables of organic fertilizer user.
| Continuous variables | Mean | Std. deviation |
|---|---|---|
| Age of household head | 47.47 | 12.55 |
| Number of total family in a household | 5.24 | 1.84 |
| Number of laborers in a household | 1.80 | 2.60 |
| Cost of laborer in birr per day | 70.79 | 64.58 |
| Farming experiences of household head in year | 22.33 | 13.02 |
| Household income in birr per year | 41 640.71 | 23 531.10 |
| How many the current size of your plot under crop production in a hectare? | 1.31 | 0.57 |
| How many livestock do you have? | 4.51 | 3.20 |
| How far is your house to farm in km? | 0.96 | 0.89 |
Results of multivariable analysis factors associated with the use of organic fertilizer among smallholder farmers.
| Variables | Estimate | SE | Wald | AOR | 95% CI for AOR | ||
|---|---|---|---|---|---|---|---|
| Lower | Upper | ||||||
| Sex (Ref = Female) | |||||||
| Male | 0.552 | 1.121 | 0.243 | 1.737 | 0.193 | 15.639 | .622 |
| Age | 0.094 | 0.039 | 5.789 | 1.099 | 1.018 | 1.187 | .016 |
| Marital status (Ref = Widowed) | |||||||
| Single | −2.786 | 1.339 | 4.330 | 0.062 | 0.004 | 0.851 | .037 |
| Married | 2.352 | 1.045 | 5.067 | 10.506 | 1.355 | 81.427 | .024 |
| Divorced | −2.191 | 1.189 | 3.398 | 0.112 | 0.011 | 1.149 | .065 |
| Educational status (Ref = Illiterate) | |||||||
| Literate | 1.201 | 0.382 | 9.885 | 3.323 | 1.571 | 7.029 | .002 |
| Number of family | −0.330 | 0.217 | 2.303 | 0.719 | 0.470 | 1.101 | .129 |
| Number of laborers | 0.366 | 0.157 | 5.436 | 1.442 | 1.060 | 1.962 | .020 |
| Cost of laborer | −0.036 | 0.007 | 24.444 | 0.965 | 0.951 | 0.978 | <.0001 |
| Farming experience | 0.124 | 0.043 | 8.294 | 1.132 | 1.041 | 1.232 | .004 |
| Household income | −0.128 | 0.033 | 15.045 | 0.880 | 0.824 | 0.939 | .0001 |
| Farm size | 0.061 | 0.027 | 5.104 | 1.063 | 1.008 | 1.121 | .024 |
| Soil fertility (Ref = non-fertile) | |||||||
| Medium fertile | −3.242 | 0.902 | 12.905 | 0.039 | 0.007 | 0.229 | <.0001 |
| Fertile | −3.910 | 0.913 | 18.358 | 0.020 | 0.003 | 0.120 | <.0001 |
| Number of livestock | 0.313 | 0.104 | 9.047 | 1.368 | 1.115 | 1.677 | .003 |
| Farm distance to home | −1.519 | 0.605 | 6.304 | 0.219 | 0.067 | 0.717 | .012 |
| Access to information about organic fertilizer (Ref = No) | |||||||
| Yes | 6.867 | 1.043 | 43.359 | 960.1 | 124.30 | 7415.15 | <.0001 |
| Credit access (Ref = No) | |||||||
| Yes | 0.777 | 0.611 | 1.619 | 2.175 | 0.657 | 7.197 | .203 |
| Access to extension service (Ref = No) | |||||||
| Yes | 1.436 | 0.722 | 3.956 | 4.204 | 1.021 | 17.314 | .047 |
| Access to social media (Ref = No) | |||||||
| Yes | 0.358 | 0.667 | 0.289 | 1.431 | 0.387 | 5.292 | .591 |
| Membership in farmer union (Ref = No) | |||||||
| Yes | −0.618 | 0.945 | 0.428 | 0.539 | 0.085 | 3.435 | .513 |
Abbreviation: Ref = reference category.
Shows significance at 5% of the level of significance.