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Informality and accessibility to jobs by public transit: Evidence from the Sao Paulo Metropolitan Region

机译:公共交通的非正式性和工作机会:圣保罗大都会地区的证据

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Access to opportunities through public transport can have different impacts on individual's life especially in developing countries where opportunities are limited, job informality rates are high, and socioeconomic characteristics gaps are big. The aim of this paper is to explore the relationship between job informality and accessibility to employment by public transport in Sao Paulo Metropolitan Region (SPMR), Brazil. To do so, we calculate a cumulative-opportunity measure of accessibility to jobs for 633 areas within the SPMR. We use a multilevel mixed-effects logistic regression model to estimate the effect of job accessibility on the likelihood of being informally employed, controlling for individual and other area characteristics. To account for informal sector heterogeneity, two regression models are generated: one for the workers earning below minimum wage and one for the workers earning above minimum wage. The results show that accessibility to jobs is unevenly distributed across the region, largely concentrated in the core of the region, and especially in the high-income areas. The regression results show that for workers earning less than the minimum wage, a higher level of accessibility to jobs by public transport is associated with a lower likelihood of being a worker in the informal job sector. For informal workers earning more than the minimum wage, car ownership seem to be more relevant than transit accessibility in determining the likelihood of being part of the informal job sector. In light of these findings, increasing accessibility by public transport through either expanding transit services to areas with high informality rates to have a better access to formal jobs or supporting the decentralization of formal jobs may be a way to achieve reductions in informality rates, especially among those earning less than the minimum wage.
机译:通过公共交通工具获得机会可能对个人的生活产生不同的影响,特别是在机会有限,工作非正规化率很高,社会经济特征差距很大的发展中国家。本文的目的是探讨巴西圣保罗大都会区(SPMR)的工作非正式性与公共交通就业机会之间的关系。为此,我们计算了SPMR中633个区域的工作可访问性的累积机会度量。我们使用多层次的混合效应逻辑回归模型来估计工作可及性对非正式就业,控制个人和其他地区特征的可能性的影响。为了说明非正式部门的异质性,生成了两个回归模型:一个用于收入低于最低工资的工人的模型,另一个是收入高于最低工资的工人的模型。结果表明,该地区的就业机会分布不均,主要集中在该地区的核心地区,特别是在高收入地区。回归结果表明,对于收入低于最低工资的工人,通过公共交通工具获得更高水平的工作机会与从事非正式工作领域的工人的可能性较低相关。对于收入高于最低工资的非正式工人,在确定是否可能成为非正式工作部门的一部分时,拥有汽车似乎比通行无障碍更为重要。根据这些调查结果,通过将过境服务扩大到非正规率较高的地区以增加获得正规工作的机会或支持正规工作的权力下放来增加公共交通的可及性,可能是降低非正规率的一种方法,特别是在非正规部门中收入低于最低工资的人。

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