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Financial and other frauds in the United States: A panel analysis approach

机译:美国的财务和其他欺诈行为:面板分析方法

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Purpose: The purpose of this paper is to report on the findings and implications associated with the millions of financial and other fraud complaints that are reported to the Federal Trade Commission and published in the Consumer Sentinel Network Data Book each year since 2002. Based on the three dimensions, namely, the number of complaints, growth rates and geographic locations of those crimes, this study found similar as well as unique trends that are new and are critical for addressing the rise of cybercrimes in the USA. The trends and patterns identified may also have implications for addressing cybercrimes in other parts of the world Design/methodology/approach: This research is a cross-sectional time-series study that covers frauds and cybercrimes in the USA from 2002 to 2015. The observed cases included the number of total complaints, complaints categories and payment amount or loss incurred both at the national and state levels. First, aggregate fraud totals, categories, payments and payment methods were analyzed and ranked. Second, state data for fraud categories, payments and filing rate per capita were organized into panel data for analysis, comparison and ranking. This cross-sectional and longitudinal approach of the different dimensions of financial and other frauds generate new rankings and more robust results. Findings: The key findings are related to the long-term occurrences and trends of financial and online frauds in the USA. While some general trends are consistent with prior studies, the cross-sectional and longitudinal panel analysis produced some unique results. States that reported the most complaints do not necessarily rank high when examined with their growth per capital or their rates of growth. Their rankings could change dramatically due to other factors. In addition, eight of the top ten crime categories are the same both at the national and state levels, indicating that law enforcement could target the same crime categories. Originality/value: The panel data analysis is new (first attempt at using this technique on the data set) and robust because it allows cross-sectional and longitudinally analysis of the various financial and online fraud crimes, in aggregate and by state, for a more comprehensive and comparative examination of the fraud behavioral trends. This research can be viewed as an improvement over earlier studies because the panel analysis identifies what fraud trends, scam types and payment amount exist on the national and state levels. The rateoffraud growth in the respective states provides a better understanding about future development of this problem.
机译:目的:本文的目的是报告自2002年以来每年向联邦贸易委员会报告并发布在《消费者前哨网络数据手册》中的与数百万财务和其他欺诈投诉相关的调查结果和影响。这三个方面,即这些犯罪的投诉数量,增长率和地理位置,本研究发现了相似且独特的趋势,这些趋势是新的且对解决美国网络犯罪的上升至关重要。确定的趋势和模式也可能对解决世界其他地区的网络犯罪有影响设计/方法/方法:这项研究是一项横断面的时间序列研究,涵盖了2002年至2015年美国的欺诈和网络犯罪。案例包括国家和州两级的投诉总数,投诉类别以及支付金额或损失。首先,对欺诈总金额,类别,付款方式和付款方式进行了分析和排名。第二,将欺诈类别,付款和人均提交率的州数据整理成面板数据,以进行分析,比较和排名。这种针对财务舞弊和其他舞弊行为的不同维度的纵向和纵向方法产生了新的排名,并产生了更可靠的结果。调查结果:主要调查结果与美国金融和在线欺诈的长期发生和趋势有关。虽然一些总体趋势与先前的研究一致,但横断面和纵向面板分析得出了一些独特的结果。如果从人均增长率或增长率来审查,则投诉最多的国家不一定排名很高。由于其他因素,他们的排名可能会发生巨大变化。此外,在国家和州一级,十大犯罪类别中有八个是相同的,这表明执法可以针对相同的犯罪类别。原创性/价值:专家组数据分析是新的(首次尝试在数据集上使用此技术),并且功能强大,因为它可以对各种金融和在线欺诈犯罪进行汇总和按州进行横截面和纵向分析。更全面和比较地检查欺诈行为趋势。可以将这项研究视为对早期研究的改进,因为专家组分析可以确定在国家和州级别上存在哪些欺诈趋势,欺诈类型和付款金额。各个州的费特罗德增长率提供了对该问题未来发展的更好理解。

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