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Environmental recidivism in Sweden: distributional shape and effects of sanctions on duration of compliance

机译:瑞典的环境累犯:制裁的分布形式和对遵守期限的影响

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摘要

The study examines the association between the size of previous environmental sanction charges and subsequent compliance towards environmental regulations. Data used for the study come from about 9000 Swedish firms fined sometime between January 2002 and December 2012. Probabilities of compliance across various levels of sanctions are estimated using life-table methods and tested for equality using standard nonparametric methods. Association between size of sanction charges and subsequent behaviour is modelled by proportional hazard model for the rate of recidivism as well as by a family of flexible parametric accelerated failure-time models for the duration of compliance. The results show that duration of compliance may be described by a log-normal distribution. Further, it is demonstrated that sanctions charges do have significant detering effects on the risk of recidivism though the strength of the detering effect depends on whether or not we account for other possible correlates of recidivism. Possible explanations of the results and their policy implications are discussed; limitations of the current study highlighted; and potential extensions for future studies outlined.
机译:该研究考察了先前的环境制裁费用的大小与随后遵守环境法规之间的关系。该研究使用的数据来自大约9000家瑞典公司,这些公司在2002年1月至2012年12月之间的某个时间被罚款。使用生命周期表方法评估各种制裁级别的合规概率,并使用标准非参数方法测试其是否相等。制裁费用的大小与后续行为之间的关联通过针对累犯率的比例风险模型以及针对合规持续时间的一系列灵活的参数化加速故障时间模型来建模。结果表明,服从的持续时间可以用对数正态分布来描述。此外,事实证明,制裁费用确实对累犯风险具有显着的威慑作用,尽管威慑作用的强度取决于我们是否考虑了累犯的其他可能关联。讨论了结果的可能解释及其政策含义;当前研究的局限性;以及未来研究的潜在扩展。

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