| Literature DB >> 32848076 |
Rutendo Chingosho1, Chengetai Dare2, Corné van Walbeek3.
Abstract
INTRODUCTION: Zimbabwe is the largest producer of tobacco leaf in Africa and the sixth largest globally. Tobacco leaf is a mainstay of the economy, accounting for about 10% of the country's GDP in 2018.Entities:
Keywords: low/middle income country; prevention; public opinion; public policy; socioeconomic status
Mesh:
Year: 2020 PMID: 32848076 PMCID: PMC7611881 DOI: 10.1136/tobaccocontrol-2020-055825
Source DB: PubMed Journal: Tob Control ISSN: 0964-4563 Impact factor: 7.552
Figure 1Tobacco leaf production in Zimbabwe. Source: Authors’ own calculations derived from TIMB (2019).
Figure 2Map of Zimbabwe.
Descriptive statistics
| Population percentage | Percentage of this category that are in tobacco-related debt | |
| Farmers in tobacco-related debt (n=368): | 57 | 100 |
| Age (n=381): | ||
| Below 40 years | 52 | 51 |
| 40+ years | 48 | 63 |
| Gender (n=379): | ||
| Female | 12 | 43 |
| Male | 88 | 59 |
| Farmers’ educational level (n=253): | ||
| No education | 6 | 69 |
| Primary education | 34 | 64 |
| Secondary education | 59 | 51 |
| Size of farm (n=370) | ||
| Less than or equal to 11.3 acres (4.57 hectares) | 47 | 42 |
| More than 11.3 acres (4.57 hectares) | 53 | 70 |
| Tobacco farming (n=381): | ||
| Tobacco farming as the primary occupation | 86 | 59 |
| Tobacco farming as the secondary occupation | 14 | 42 |
| Type of farmer (n=380): | ||
| Contract farmers | 74 | 66 |
| Independent farmers | 26 | 31 |
| Satisfaction with profit (n=333): | ||
| Always | 12 | 28 |
| Sometimes | 7 | 65 |
| Not at all | 81 | 57 |
| Type of labour (n=373): | ||
| Employ exclusively family labour | 46 | 70 |
| Employ hired labour | 54 | 45 |
| Record expenses (n=332): | ||
| Always | 23 | 29 |
| Sometimes | 32 | 48 |
| Not at all | 46 | 70 |
| Desire to shift to contract farming (n=84): | ||
| Highly unlikely | 18 | 13 |
| Unlikely | 12 | 0 |
| Neutral | 7 | 50 |
| Likely | 17 | 21 |
| Highly likely | 46 | 46 |
| Desire to shift to independent farming (n=263): | ||
| Highly unlikely | 4 | 40 |
| Unlikely | 2 | 25 |
| Neutral | 3 | 75 |
| Likely | 38 | 82 |
| Highly likely | 53 | 55 |
Source, Authors’ own calculations
Distribution of debt by value
| Debt amount | Frequency | Per cent | Cumulative |
| Less than or equal to US$1000 | 26 | 7 | 7 |
| US$1001–US$2000 | 20 | 5 | 12 |
| US$2001–US$3000 | 32 | 9 | 21 |
| US$3001–US$4000 | 23 | 6 | 27 |
| US$4001–US$5000 | 73 | 20 | 47 |
| More than US$5000 | 36 | 10 | 57 |
| No debt | 158 | 43 | 100 |
Authors’ own calculations.
Logit regression results (dependent variable=1 if currently indebted, 0 otherwise)
| (1) | (2) | (3) | (4) | |
| Variables | Marginal effects | ORs | Marginal effects | ORs |
| Age | 0.015 | 1.088 | 0.008 | 1.044 |
| (0.014) | (0.088) | (0.011) | (0.062) | |
| Age squared | −0.000 | 0.999 | −0.000 | 1.000 |
| (0.000) | (0.001) | (0.000) | (0.001) | |
| Male | −0.144 | 0.416 | −0.046 | 0.783 |
| (0.088) | (0.240) | (0.077) | (0.327) | |
| Independent farmer (base) | 0.000 | 1.000 | 0.000 | 1.000 |
| Contract farmer | 0.201** | 2.911** | 0.154** | 2.144** |
| (0.087) | (1.317) | (0.070) | (0.728) | |
| Farm size | 0.016*** | 1.098*** | 0.018*** | 1.099*** |
| (0.005) | (0.035) | (0.004) | (0.027) | |
| No education (base) | 0.000 | 1.000 | ||
| Primary education | −0.141 | 0.435 | ||
| (0.122) | (0.327) | |||
| Secondary education | −0.123 | 0.482 | ||
| (0.117) | (0.345) | |||
| Family labour | 0.107 | 1.810 | 0.123** | 1.871** |
| (0.074) | (0.721) | (0.060) | (0.566) | |
| Recording expenses (base) | 0.000 | 1.000 | 0.000 | 1.000 |
| Not recording expenses | 0.268*** | 4.065*** | 0.239*** | 3.222*** |
| (0.094) | (1.964) | (0.076) | (1.175) | |
| Sometimes record expenses | 0.123 | 1.879 | 0.055 | 1.301 |
| (0.099) | (0.949) | (0.083) | (0.515) | |
| Primary occupation | 0.000 | 1.000 | 0.000 | 1.000 |
| Secondary occupation | 0.003 | 1.020 | −0.012 | 0.939 |
| (0.096) | (0.570) | (0.076) | (0.374) | |
| Constant | 0.027* | 0.038** | ||
| (0.054) | (0.052) | |||
| Observations | 214 | 214 | 316 | 316 |
| Pseudo R squared | 0.245 | 0.187 |
SEs in parentheses.
*P<0.05, **P<0.01, ***P<0.001.
Source, Authors’ own calculations.