Regional Sustainability ›› 2021, Vol. 2 ›› Issue (4): 363-374.doi: 10.1016/j.regsus.2022.01.003cstr: 32279.14.j.regsus.2022.01.003
• Full Length Article • Previous Articles Next Articles
Saheed Olaide JIMOHa,b,c,*(), DING Wenqiangd,e, DONG Haibinf, BAI Haihuaa, YIN Yantinga, LIU Huihuie, HOU Xiangyangf,*()
Received:
2021-05-25
Revised:
2021-10-05
Accepted:
2022-01-22
Published:
2021-10-30
Online:
2022-03-18
Contact:
Saheed Olaide JIMOH,HOU Xiangyang
E-mail:sahjim05@gmail.com;houxy16@vip.126.com
Saheed Olaide JIMOH, DING Wenqiang, DONG Haibin, BAI Haihua, YIN Yanting, LIU Huihui, HOU Xiangyang. Sensitivity of livelihood strategy to livestock production and marketization: An empirical analysis of grasslands in Inner Mongolia, China[J]. Regional Sustainability, 2021, 2(4): 363-374.
Table 1
Summary statistics of the surveyed households."
Statistic | Meadow steppe | Typical steppe | Desert steppe | |
---|---|---|---|---|
Household characteristics | Male household heads (%) | 80.0 | 73.7 | 76.1 |
Average age (years) | 46.0 | 46.0 | 47.0 | |
Households’ distance to the road (m) | 14.2 | 25.6 | 20.2 | |
Households’ distance to the city (km) | 40.7 | 48.1 | 48.0 | |
Households worked in villages (%) | 20.0 | 35.8 | 14.1 | |
Ethnicity | The Mongolian ethnic group (%) | 88.0 | 78.8 | 85.9 |
The Han ethnic group (%) | 12.0 | 21.2 | 14.1 | |
Education level | Illiterate (%) | 13.6 | 16.8 | 8.5 |
Elementary school (%) | 14.4 | 25.3 | 12.7 | |
Middle school (%) | 40.8 | 17.5 | 36.6 | |
High school (%) | 21.6 | 40.1 | 40.1 | |
College and above (%) | 9.6 | 10.2 | 2.1 |
Table 2
Results of the relationship between livelihood strategy and livestock production based on the multinomial logistic regression model 1."
Independent variable | Petty-herder livelihood strategy (LS2) | Non-herder livelihood strategy (LS3) | ||
---|---|---|---|---|
Regression coefficient | Exp (B) | Regression coefficient | Exp (B) | |
Lambing rate | 1.392* | 4.023 | 0.073 | 1.076 |
Calving rate | -0.551 | 0.577 | -0.990 | 0.372 |
Contracted grassland area | -0.628 | 0.534 | -3.750* | 0.024 |
Rented grassland rent-in area | -2.413** | 0.090 | -5.361* | 0.005 |
Stocking rate | -2.728*** | 0.065 | -7.650*** | <0.001 |
Constant | 0.984 | 2.233* |
Table 3
Results of the relationship between livelihood strategy and livestock marketization based on the multinomial logistic regression model 2."
Independent variable | LS2 | LS3 | ||
---|---|---|---|---|
Regression coefficient | Exp (B) | Regression coefficient | Exp (B) | |
Sheep selling rate | 0.517 | 1.676 | -6.125*** | 0.002 |
Sheep retention rate | 0.557 | 1.746 | -2.380 | 0.093 |
Cattle selling rate | -0.119 | 0.888 | -13.582** | <0.001 |
Cattle retention rate | 0.516 | 1.676 | -0.324 | 0.723 |
Sheep price | -0.277 | 0.758 | -2.997* | 0.050 |
Cattle price | -2.934* | 0.053 | -1.092 | 0.336 |
Household distance to the road | 9.961 | 21,181.780 | 1.233 | 3.430 |
Household distance to the city | 0.152 | 1.164 | 0.154 | 1.166 |
Not to sell livestock when price increase | -0.043 | 0.958 | 0.486 | 1.626 |
Not to sell livestock when price decrease | 0.119 | 1.126 | 0.096 | 1.101 |
Constant | 0.111 | 3.795 |
Table 4
Herders’ perception of market-related risk across the grassland types."
Market-related risk | Risk rank | Grassland type | ||
---|---|---|---|---|
Meadow steppe | Typical steppe | Desert steppe | ||
Animal price | 1 | 76 (60.8%) | 125 (91.2%) | 131 (92.3%) |
2 | 22 (17.6%) | 7 (5.1%) | 10 (7.0%) | |
3 | 3 (2.4%) | |||
4 | ||||
5 | ||||
Total | 101 (80.8%) | 132 (96.3%) | 141 (99.3%) | |
Hay and corn price | 1 | 12 (9.5%) | 6 (4.4%) | 9 (6.3%) |
2 | 41 (32.8%) | 79 (57.7%) | 120 (84.5%) | |
3 | 11 (8.8%) | 8 (5.8%) | 10 (7.0%) | |
4 | ||||
5 | ||||
Total | 64 (51.1%) | 93 (67.9%) | 139 (97.8%) | |
Information on animal price | 1 | 3 (2.4%) | 2 (1.5%) | 1 (0.7%) |
2 | 5 (4.0%) | 8 (1.8%) | 3 (2.1%) | |
3 | 3 (2.4%) | 8 (5.8%) | 12 (8.5%) | |
4 | 8 (5.8%) | |||
5 | 2 (1.5%) | |||
Total | 11 (8.8%) | 20 (14.6%) | 16 (11.3%) | |
No precise information on animal price | 1 | 1 (0.8%) | ||
2 | 2 (1.6%) | 1 (0.7%) | 6 (4.2%) | |
3 | 4 (2.9%) | 1 (0.7%) | ||
4 | 1 (0.7%) | |||
5 | 1 (1.7%) | |||
Total | 3 (2.4%) | 7 (5.0%) | 7 (4.9%) | |
Other living costs | 1 | 27 (21.6%) | 2 (2.2%) | 1 (0.7%) |
2 | 14 (11.2%) | 16 (11.7%) | 9 (6.3%) | |
3 | 21 (16.8%) | 20 (14.6%) | 64 (45.1%) | |
4 | 3 (2.2%) | 11 (7.7%) | ||
5 | 1 (0.7%) | |||
Total | 62 (49.6%) | 41 (30.7%) | 86 (60.9%) |
Table S1
Livestock production and marketization variables used in multinomial logistic regression model."
Variable | Definition | Type | |
---|---|---|---|
Livestock production | Lambing rate | Ratio of newborn (lambs) to ewes in the herd | Continuous |
Calving rate | Ratio of newborn (calves) to cows in the herd | Continuous | |
Contracted grassland area | Grassland contracted form the government | Continuous | |
Rented grassland area | Grassland rented from other households | Continuous | |
Stocking rate | Sheep unit/hectare of grassland | Continuous | |
Livestock marketization | Sheep selling rate | Ratio of sheep sold to total sheep in the herd | Continuous |
Sheep retention rate | Ratio of sheep retained to total sheep in the herd | Continuous | |
Cattle selling rate | Ratio of cattle sold to total sheep in the herd | Continuous | |
Cattle retention rate | Ratio of cattle retained to total cattle in the herd | Continuous | |
Sheep price | Selling price of sheep | Continuous | |
Cattle price | Selling price of cattle | Continuous | |
Households’ distance to the road | Distance is measured in meters | Continuous | |
Households’ distance to the city | Distance is measured in kilometers | Continuous | |
Not to sell livestock when price increases | 1, household decision to sell livestock when price increase; 0, otherwise | Binary | |
Not to sell livestock when price decreases | 1, household decision to sell livestock when price decrease; 0, otherwise | Binary |
Table S3
Tolerance and VIF of livestock marketization variables."
Variable | Tolerance | VIF |
---|---|---|
Sheep selling rate | 0.46 | 2.20 |
Sheep retention rate | 0.49 | 2.04 |
Cattle selling rate | 0.37 | 2.67 |
Cattle retention rate | 0.37 | 2.71 |
Sheep price | 0.89 | 1.13 |
Cattle price | 0.94 | 1.07 |
Household distance to the road | 0.96 | 1.04 |
Household distance to the city | 0.95 | 1.05 |
Not to sell livestock when price increases | 0.97 | 1.03 |
Not to sell livestock when price decreases | 0.95 | 1.06 |
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