Department of Food and Resource Economics, University of Copenhagen, Frederiksberg C, Denmark.
School of Economics, University of Gondar, Gondar, Ethiopia.
PLoS One. 2019 Mar 8;14(3):e0213089. doi: 10.1371/journal.pone.0213089. eCollection 2019.
Road development is occurring at an unprecedented rate in important conservation areas in tropical countries with limited understanding of how local people will adjust their livelihood activities in response. We use a discrete choice experiment to explore the effect of road development on respondents ex-ante preferences for changes in livelihood activities-crop and livestock production, hunting and trading bushmeat, and business and wage employment-under different incentives-provision of loans, livestock and crop extension services-in scenarios with reduced travel time to nearest district town in the Greater Serengeti Ecosystem in Tanzania. We test four hypotheses about the effects of roads with opposing implication for conservation. Hypothesis 1 predicts that increased market access will lead to intensification of crop and livestock production activities (achieved through extension services and loans), and Hypothesis 2 that market access will facilitate the development of non-farm Micro, Small and Medium Enterprises (MSME) providing new livelihood opportunities (e.g. business income and wage employment)-both reducing environmental pressure. Hypotheis 3 on the other hand predicts that improved market access will lead to extensification and expansion of crop and livestock production activities, while Hypotheis 4 suggests that it will encourage exploitation of environmental goods (here in the form of hunting and trading bushmeat and illegal grazing inside protected areas)-both increasing environmental pressure. We find increasing preferences for more cropland and more cattle as travel time to market is reduced but no preference for increased allocation of household members to hunting and trading bushmeat supporting hypothesis 3 while contradicting hypothesis 4. However, second-order effects might support hypothesis 4 as we find aversion towards decreasing effort invested in hunting and trading bushmeat. Preferences for increased cropland and livestock may furthermore interact to increase land use change and illegal grazing inside protected areas. Crop extension services had a negative modifying effect on preferences for more cropland (supporting hypothesis 1) while livestock extension services had a positive modifying effect on preferences for more cattle (contradicting hypothesis 1). Providing loans had a negative modifying effect on preferences for increasing cropland and number of cattle. Marginal rates of substitution suggest that 950,000 TSH borrowed at a 10% interest rate will reduce preferences for more cropland and cattle by 11.8 and 38.4% respectively. Crop extension services reduce preferences for more cropland by 27% whereas livestock extension services increase preferences for more cattle by 104%. Contradicting Hypothesis 2, we found no preference for increasing the number of households members engaged in business and wage employment in response to reduced travel time. Targeted efforts to increase the educational level as well as entrepreneurship skills in the GSE could promote engagement in the labour market and development of business enterprises diverting focus from traditional activities such as farming and livestock production and hence reducing pressure on the ecosystem.
道路开发在热带国家的重要保护区以空前的速度进行,但对当地人将如何调整生计活动以适应这种变化的了解有限。我们使用离散选择实验来探讨道路开发对受访者在不同激励下对生计活动变化的预期偏好的影响——农作物和牲畜生产、狩猎和交易丛林肉、以及商业和工资就业——在坦桑尼亚大塞伦盖蒂生态系统中,到最近的地区城镇的旅行时间减少的情况下。我们测试了四个关于道路影响的假设,这些假设的影响相互矛盾,对保护产生了相反的影响。假设 1 预测增加市场准入将导致农作物和牲畜生产活动的集约化(通过推广服务和贷款实现),假设 2 预测市场准入将促进非农业小微企业(MSME)的发展,提供新的生计机会(例如商业收入和工资就业)——两者都减轻了环境压力。另一方面,假设 3 预测改善市场准入将导致农作物和牲畜生产活动的扩大和扩张,而假设 4 则表明它将鼓励对环境商品的开发(在这里以狩猎和交易丛林肉以及在保护区内非法放牧的形式)——两者都增加了环境压力。我们发现,随着到市场的旅行时间减少,人们对更多耕地和更多牛的偏好增加,但对家庭成员更多地参与狩猎和交易丛林肉的分配没有偏好,这支持了假设 3,同时与假设 4 相矛盾。然而,二阶效应可能支持假设 4,因为我们发现人们对减少狩猎和交易丛林肉的投入感到厌恶。对更多耕地和牲畜的偏好可能会相互作用,增加保护区内的土地利用变化和非法放牧。农作物推广服务对更多耕地的偏好有负向修正作用(支持假设 1),而牲畜推广服务对更多牛的偏好有正向修正作用(与假设 1 相反)。提供贷款对增加耕地和牛的数量的偏好有负向修正作用。边际替代率表明,以 10%的利率借入 950 万坦桑尼亚先令,将使对更多耕地和牛的偏好分别减少 11.8%和 38.4%。农作物推广服务使对更多耕地的偏好减少 27%,而牲畜推广服务使对更多牛的偏好增加 104%。与假设 2 相反,我们没有发现对减少旅行时间后增加从事商业和工资就业的家庭数量的偏好。在大塞伦盖蒂生态系统中,有针对性地努力提高教育水平和创业技能,可以促进人们参与劳动力市场和发展企业,从而使人们的注意力从传统的农业和畜牧业生产活动转移,从而减轻对生态系统的压力。