The Spatial Pattern of Fraudulence Risk in Legal Metrology and Its Socio-Economic Drivers

R. Ardianto, Y. Yulianti
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Abstract

This study develops a fraudulence risk in the legal metrology model, gaining insight into urban spatial characteristics as contextual variables that may cause a risk of fraud. The model uses Geographically Weighted Regression on the Metrological Consumer Index data of Bandung, West Java, Indonesia. The findings indicate a wide distribution of recorded fraudulence risk in legal metrology across Bandung, with a spatially clustered pattern based on spatial and context of varying neighbourhood attributes. The results also show an increase in the fraudulence risk in legal metrology in the central business district of Bandung. Such phenomena could be attributed to the residents who trade and are involved in the measurement practice. The findings also suggested that the areas with more senior residents were more likely to have a high fraudulence risk in legal metrology. On the other hand, areas with a high proportion of poor and lesser-educated people exhibit low risk.These findings are helpful for legal metrology authorities seeking to establish appropriate strategies to mitigate adverse impacts of fraudulence risk in legal metrology practice on communities. It can also help identify high fraudulence risk in legal metrology areas to geo-target when and where to disseminate information to increase awareness of the dangers.
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法制计量欺诈风险的空间格局及其社会经济驱动因素
本研究开发了法律计量模型中的欺诈风险,深入了解城市空间特征作为可能导致欺诈风险的上下文变量。该模型对印度尼西亚西爪哇万隆的计量消费者指数数据使用地理加权回归。研究结果表明,万隆法律计量中记录的欺诈风险分布广泛,具有基于不同邻里属性的空间和背景的空间聚集模式。结果还表明,万隆中央商务区的法定计量欺诈风险有所增加。这种现象可以归因于从事贸易并参与测量实践的居民。研究结果还表明,老年人越多的地区在法定计量中更有可能存在高欺诈风险。另一方面,贫困人口和受教育程度较低的人口比例较高的地区风险较低。这些发现有助于法律计量当局寻求建立适当的策略,以减轻法律计量实践中欺诈风险对社区的不利影响。它还可以帮助识别法律计量领域的高欺诈风险,以确定传播信息的时间和地点,以提高对危险的认识。
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