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Prevalence, Pattern and Factors Associated with Psychiatric Disorders among Persons Arrested for Violent Crimes in Ife/Modakeke Area, Southwestern Nigeria 被引量:1
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作者 Musiliu Adejare Lawal Samuel Kolawole Mosaku +1 位作者 Bolanle Adeyemi Ola Olufemi Morakinyo 《Journal of Behavioral and Brain Science》 2014年第12期535-543,共9页
Background: Association between violence and mental disorders has contributed immensely to the stigma associated with mental illness in the society;because people erroneously see mentally ill individuals as dangerous,... Background: Association between violence and mental disorders has contributed immensely to the stigma associated with mental illness in the society;because people erroneously see mentally ill individuals as dangerous, they will not want to associate with them. Aims: To assess the prevalence and pattern of psychiatric disorders among a sample of the violent offenders and to examine any relationship between psychiatric disorders and crimes. Method: This was a two-phase cross-sectional study in three police stations in Ile-Ife/Modakeke area of Nigeria. In the first phase, we screened 400 consecutive adults arrested for violent crimes using the General Health Questionnaire—30. In the second phase, all 36 persons with probable psychopathology were then interviewed with the Present State Examination to make a definitive diagnosis. Results: The mean age of all the subjects was 29.9 years (SD ± 7.3). The male to female ratio was 11:1. Respondents were mostly single (54%);most had secondary education or less (82%) and about 60% were currently using psychoactive substances (drugs). About 8.5% of all the subjects had a diagnosable psychiatric disorder;paranoid schizophrenia was the commonest psychiatric disorder (41.2%). Mentally ill subjects were three times more likely to commit homicidal offence than non-mentally ill subjects. Conclusion: There exists a significant but weak relationship between mental illness and violent crimes. 展开更多
关键词 PREVALENCE PSYCHIATRIC VIOLENT crimes NIGERIA
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GIS Based Spatial and Temporal Analysis of Crimes, a Case Study of Mardan City, Pakistan 被引量:3
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作者 Pukhtoon Yar Jamal Nasir 《International Journal of Geosciences》 2016年第3期325-334,共10页
This paper is aimed to study the crime with special reference to its spatial and temporal distribution. It also tries to analyze and estimates the impact of weather on the prevalence of criminal activity in Mardan Cit... This paper is aimed to study the crime with special reference to its spatial and temporal distribution. It also tries to analyze and estimates the impact of weather on the prevalence of criminal activity in Mardan City. Studying the crimes with reference to its spatial and temporal distribution is important because information about the occurrence of crime is one of the most crucial tools in combating crime. It allows understanding how crimes are distributed through space, and hence can help in combating them. The Geographical Information System is an important tool for dealing with spatial and temporal analysis and thus fighting crime. The advent of desktop computers has significantly increased the role of computer mapping. The availability of user-friendly GIS applications has further increased the use of GIS in crime mapping. For the present study the data was collected about homicide and aggressive assaults from all the three police stations covering Mardan City. The collected data was analyzed under different scenarios. The temporal based analysis of data reveals that almost 50% crimes reported in 2009, took place from May-September (summer) compared to 32% in winter (October to February). The spatial analysis of data reveals 05 hotspots. Sikindary area was identified as the most crucial hotspot where within a 05 km radius, 11 crimes were committed in 2009 followed by Kalpani Bridge area from where a total of 10 crimes of aggressive nature were reported. Similarly police station wise the City Police Station accounts for 47% of the aggressive crimes committed in 2009. 展开更多
关键词 GIS Remote Sensing crimes Mardan City
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Crimes of Violence in Our Arab Society
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作者 Mohammed Abu Abid 《Journal of Philosophy Study》 2017年第10期562-568,共7页
Violence is an inherited phenomenon, a social phenomenon of concern, and violence is a complex social phenomenon that is not based on one factor and is not the result of one. It is the result of a combination of facto... Violence is an inherited phenomenon, a social phenomenon of concern, and violence is a complex social phenomenon that is not based on one factor and is not the result of one. It is the result of a combination of factors and causes because it is an individual and social phenomenon. In the context of the humanitarian nature that makes this behavior fake that will satisfy the requirements and needs or achieve the goals but we find that the reality is the opposite when we use force, methods, and violence in social relations under any justification, it is customary and violation of social norms, defined violence as "any behavior expressed Any reaction intended to inflict harm, self or otherwise, self-destruction or other property of pain. It is important to note that the phenomenon of violence is a global social phenomenon that is not limited to Arab society. Violence is also prevalent in other societies of the world. Violence causes a rupture in our Arab society, and therefore we are called upon to fight it. In recent years, violence has increased among young people in Arab society in particular." 展开更多
关键词 VIOLENCE Arab society crimes
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Hate Crimes Methodological, Theoretical & Empirical Difficulties A Pragmatic & Legal Overview
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作者 Gadi Hitman Dror Harel 《Cultural and Religious Studies》 2016年第1期1-13,共13页
Hate crimes are a culture phenomenon which is perceived by most as an occurrence that should be uprooted from the society. Yet, to date, we have been unable to do so. Hate crimes are the subject of research and commen... Hate crimes are a culture phenomenon which is perceived by most as an occurrence that should be uprooted from the society. Yet, to date, we have been unable to do so. Hate crimes are the subject of research and comments by experts in various fields. In this regard, most scholars agree that a hate based crime is distinguished from a "regular" criminal offence by the motive--the attack is aimed at a victim who is part of a differentiated minority group. However, when reading the relevant documents in the area, it seems that the differences between the experts start at the most basic point--what constitutes hate crimes? This article analyses the concept of "hate crimes" via an interdisciplinary approach aimed at flashing out the fundamental gaps in the research. We have found that the problems include, inter alia, discrepancies in the definition of hate crimes, methodological difficulties regarding validity and legitimacy (mainly due to the absence of information based on the attacker's point of view) and the lack of agreement on the appropriate legal methods required to deal with the ramifications of hate crimes. While part I of this paper revolves around the theoretical aspects of the questions put forth at the centre of this article, part II looks at the same questions from a legal viewpoint. The correlation between the two chapters shows the impact the methodological difficulties have on enforcement endeavors. This relation is further advanced through the examination of test cases from different countries, among them--lsrael. Finally, the article concludes by suggesting a few thoughts on the way to overcome the theoretical problems and making the enforcement efforts more efficient. 展开更多
关键词 hate crimes methodological problems legal enforcement
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China Declares War on Foreign Exchange Fraud Crimes
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《China's Foreign Trade》 1999年第4期19-20,共2页
关键词 China Declares War on Foreign Exchange Fraud crimes
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Bleeding Wounds: Japanese Denial of War Crimes and Effects on Human Rights
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作者 梁燕城 《The Journal of Human Rights》 2015年第5期446-459,共14页
Japanese aggressive war committed extremely serious crimes, which brought miserable experiences and damage to Asian people including Chinese. Undoubtedly war crimes committed by the government and the army of Japan we... Japanese aggressive war committed extremely serious crimes, which brought miserable experiences and damage to Asian people including Chinese. Undoubtedly war crimes committed by the government and the army of Japan were the violation of human rights physically and emotionally. However, Japan refused to admit these crimes and even made excuses postwar, which constituted further violation of human rights. If Japan respected human rights, took the responsibility and apologized for what they’ve done, it would help those nations recover from trauma and contribute to build more peaceful relationships among nations. 展开更多
关键词 human rights Japanese aggressive war war crimes
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China Has No Leniency on Drug Crimes
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《China Today》 1996年第2期7-7,共1页
ChinaHasNoLeniencyonDrugCrimesTHEGLOBALproblemofdrugabuseanddrugtraffickingthreatensthesafetyandstabilityoft... ChinaHasNoLeniencyonDrugCrimesTHEGLOBALproblemofdrugabuseanddrugtraffickingthreatensthesafetyandstabilityoftheentireworld.The... 展开更多
关键词 China Has No Leniency on Drug crimes
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A Comparative Study between the Jordanian and Omani Digital Crimes Law
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作者 Ali Abu Romman 《Journal of Information Security》 2017年第1期8-22,共15页
The nature of crime has dramatically changed after the revolution of the new digital era. It is no longer based on violence but on the criminal computer abilities and technical expertise. This paper presents a compreh... The nature of crime has dramatically changed after the revolution of the new digital era. It is no longer based on violence but on the criminal computer abilities and technical expertise. This paper presents a comprehensive comparison between the Jordanian digital law 2015 and the Omani information technology digital crime law 2010. The results of this study indicate that the Jordanian Digital law requires some enhancements in order to cope with the trends of the ever-changing nature of the digital crimes. 展开更多
关键词 JORDAN DIGITAL CRIME LAW & Oman
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A Conceptual Inquisition on Sexual Crimes
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作者 Sinan Caya 《Sociology Study》 2014年第11期917-924,共8页
In this paper, the starting point comprises the general philosophy of sexuality. Despite certain differences in various cultures throughout the world and social history regarding all matters of sexuality, many converg... In this paper, the starting point comprises the general philosophy of sexuality. Despite certain differences in various cultures throughout the world and social history regarding all matters of sexuality, many converging principles of mankind are also there to take notice. In this light, in this work, the dimension of criminality in sexuality is taken into consideration. Rape seems to be the most common type of violent sexual crime. The topic of sexual offences (milder crimes) in the legal framework is further developed and debated, with references to figures of authority. Sexual harassment seems to be the mildest form or degree of offence on a scale depicting the spectrum of sexual crimes. As a matter of fact, its mere definition emerged only in contemporary times, even though its presence had been a fact of social life, throughout the ages. In this paper, while a general survey is preferred, peculiarities due to Turkey as a separate country with its own cultural history, are also alluded to inappropriate places, along the course of debates. 展开更多
关键词 CRIME OFFENCE deviance SEXUALITY
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Perfection of the legislation of the crimes by the Chinese elderly
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作者 Chen Jing 《International English Education Research》 2015年第1期61-64,共4页
The nineteenth session of the Standing Committee of the Eleventh National People's Congress in February 25, 2011 approved the "PRC Criminal Law Amendment (eight)", which for the first time added the provision of ... The nineteenth session of the Standing Committee of the Eleventh National People's Congress in February 25, 2011 approved the "PRC Criminal Law Amendment (eight)", which for the first time added the provision of the lenient punishment for the elderly crimes. The provision filled the legislative blank of the criminal responsibility of this special group of the old people in the criminal law of our country. But at the same time, we should also clearly see the deficiencies of the amendment (eight). This paper attempts to sort out the rationality of the lenient application of the punishment on the older people from the aspect of the criminal policy oftemperingjustice with mercy and other aspects, and to construct and perfect the specific legislative proposals that the amendment (eight) puts forward. 展开更多
关键词 Tempering justice with mercy the elderly crime criminal policy
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Addressing Japan’s disposal of nuclear-contaminated water from the perspective of international human rights law
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作者 Yen-Chiang Chang Xiaonan Zhao 《Chinese Journal of Population,Resources and Environment》 2024年第1期1-9,共9页
The discharge of nuclear-contaminated water containing radionuclides into the ocean by Japan will lead to its integration into the entire ecosystem through processes of circulation and biomagnification,eventually ente... The discharge of nuclear-contaminated water containing radionuclides into the ocean by Japan will lead to its integration into the entire ecosystem through processes of circulation and biomagnification,eventually entering the human body via the food chain.This poses a substantial risk of irreversible damage to both the ecosystem and human health,a situation that will worsen with the ongoing discharge of such water.The respect and protection of human rights represent an international consensus,and safeguarding fundamental human rights is a substantial obligation that states must undertake in accordance with both international and domestic law.Since the Fukushima nuclear disaster,Japan has continuously violated its international legal obligations to protect human rights in several areas,including the resettlement of disaster victims,the reduction of nuclear radiation levels,and the handling of contaminated water.Such actions have compromised and will continue to compromise the basic human rights of not only its citizens but also those of people worldwide,including environmental rights,the right to life,development rights,and food rights.In the aftermath of the Fukushima meltdown,the public and workers involved in handling nuclear contaminants have been continually exposed to high radiation levels,endangering their rights to life,development,and health.Japan’s inadequate efforts in victim resettlement and environmental restoration have jeopardized the environmental and food rights of its citizens to live healthily and access food in an environment unaffected by nuclear radiation.The release of nuclear-contaminated water poses a risk of Japan’s nuclear pollution to the people of neighboring countries and the global population at large.The principle of human rights underpins the theory of a community with a shared future for humanity,and human rights are a crucial area of China’s active participation in United Nations affairs and global governance.By voicing concerns over Japan’s potential human rights violations globally,China demonstrates its role as a responsible major country.In response to Japan’s breach of legal obligations and human rights violations,China can adopt a reasoned and beneficial approach,including calling on the international community to hold Japan criminally accountable for crimes against humanity under the Rome Statute and advancing scholarly discussions on ecocide and crimes against the marine environment.Furthermore,China should persist in seeking advisory opinions from the International Court of Justice and strive for substantive accountability,utilizing the mechanisms of international human rights organizations to make its voice heard. 展开更多
关键词 Fukushima nuclearcontaminated water crimes against humanity Remedy for violations of human rights Right to environment Right to life
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基于CRIME理论的^(*)ST宜生财务舞弊案例研究 被引量:1
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作者 吕晶晶 《财务管理研究》 2024年第1期54-59,共6页
资本市场不断完善对我国经济发展起到重要的推动作用,但同时财务舞弊事件也层出不穷。上市公司财务舞弊行为严重侵害了投资者权益,扰乱了我国资本市场的正常运行,不利于社会经济健康发展。运用CRIME理论,分别从造假行为人、造假手段、... 资本市场不断完善对我国经济发展起到重要的推动作用,但同时财务舞弊事件也层出不穷。上市公司财务舞弊行为严重侵害了投资者权益,扰乱了我国资本市场的正常运行,不利于社会经济健康发展。运用CRIME理论,分别从造假行为人、造假手段、造假动因、监督机制、造假结果5个方面对^(*)ST宜生财务舞弊事件进行分析,厘清了财务舞弊的来龙去脉,并针对性地从公司、会计师事务所和监管机制3个角度提供启示,希望对相关主体具有借鉴意义,减少财务舞弊行为的发生,肃清资本市场不良风气。 展开更多
关键词 财务舞弊 CRIME理论 内部控制
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基于CRIME理论的康美药业财务造假分析及防范研究
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作者 方欣 刘龙青 《江苏商论》 2024年第7期97-100,共4页
随着经济的快速发展,资本市场中财务造假事件频繁发生,损害了中小股东的利益,给债权人、广大投资者乃至社会带来了巨大的损失。利用传统财务指标对舞弊手段进行识别的作用有限,提出的解决措施治标不治本。因此,需要采用系统的理论对上... 随着经济的快速发展,资本市场中财务造假事件频繁发生,损害了中小股东的利益,给债权人、广大投资者乃至社会带来了巨大的损失。利用传统财务指标对舞弊手段进行识别的作用有限,提出的解决措施治标不治本。因此,需要采用系统的理论对上市公司财务舞弊进行深入分析,才能提出针对性的治理对策。本文运用CRIME舞弊行为理论,从舞弊者、舞弊手段、舞弊动机、监管机制、舞弊后果五个角度,对康美药业舞弊现象进行剖析,针对产生的问题提出了相应的预防措施,以期增强投资者的风险辨识能力。 展开更多
关键词 康美药业 CRIME舞弊行为理论 财务舞弊
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Spatial prediction of sparse events using a discrete global grid system;a case study of hate crimes in the USA 被引量:2
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作者 Michael Jendryke Stephen C.McClure 《International Journal of Digital Earth》 SCIE 2021年第6期789-805,共17页
Spatial prediction of any geographic phenomenon can be an intractable problem.Predicting sparse and uncertain spatial events related to many influencing factors necessitates the integration of multiple data sources.We... Spatial prediction of any geographic phenomenon can be an intractable problem.Predicting sparse and uncertain spatial events related to many influencing factors necessitates the integration of multiple data sources.We present an innovative approach that combines data in a Discrete Global Grid System(DGGS)and uses machine learning for analysis.A DGGS provides a structured input for multiple types of spatial data,consistent over multiple scales.This data framework facilitates the training of an Artificial Neural Network(ANN)to map and predict a phenomenon.Spatial lag regression models(SLRM)are used to evaluate and rank the outputs of the ANN.In our case study,we predict hate crimes in the USA.Hate crimes get attention from mass media and the scientific community,but data on such events is sparse.We trained the ANN with data ingested in the DGGS based on a 50%sample of hate crimes as identified by the Southern Poverty Law Center(SPLC).Our spatial prediction is up to 78%accurate and verified at the state level against the independent FBI hate crime statistics with a fit of 80%.The derived risk maps are a guide to action for policy makers and law enforcement. 展开更多
关键词 Discrete global grid system geospatial data integration artificial neural network spatial prediction sparse events hates crimes
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从CRIME理论看公司财务造假
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作者 张馨仪 吴留全 《合作经济与科技》 2024年第12期133-135,共3页
随着经济的飞速发展,我国上市公司数量逐年增加,但并不是所有的上市公司都能够保持持续盈利或者在行业中占据主导地位,财务造假严重影响着正常的经济运作规律,给社会带来巨大的危害。本文从CRIME理论五个因素出发,以中信国安公司财务造... 随着经济的飞速发展,我国上市公司数量逐年增加,但并不是所有的上市公司都能够保持持续盈利或者在行业中占据主导地位,财务造假严重影响着正常的经济运作规律,给社会带来巨大的危害。本文从CRIME理论五个因素出发,以中信国安公司财务造假为案例,对该公司造假者、造假手段、造假动机、监管机制、最终后果进行探究,从中寻找启示。 展开更多
关键词 上市公司 财务造假 CRIME理论
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Enhancing Cybersecurity Competency in the Kingdom of Saudi Arabia:A Fuzzy Decision-Making Approach
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作者 Wajdi Alhakami 《Computers, Materials & Continua》 SCIE EI 2024年第5期3211-3237,共27页
The Kingdom of Saudi Arabia(KSA)has achieved significant milestones in cybersecurity.KSA has maintained solid regulatorymechanisms to prevent,trace,and punish offenders to protect the interests of both individual user... The Kingdom of Saudi Arabia(KSA)has achieved significant milestones in cybersecurity.KSA has maintained solid regulatorymechanisms to prevent,trace,and punish offenders to protect the interests of both individual users and organizations from the online threats of data poaching and pilferage.The widespread usage of Information Technology(IT)and IT Enable Services(ITES)reinforces securitymeasures.The constantly evolving cyber threats are a topic that is generating a lot of discussion.In this league,the present article enlists a broad perspective on how cybercrime is developing in KSA at present and also takes a look at some of the most significant attacks that have taken place in the region.The existing legislative framework and measures in the KSA are geared toward deterring criminal activity online.Different competency models have been devised to address the necessary cybercrime competencies in this context.The research specialists in this domain can benefit more by developing a master competency level for achieving optimum security.To address this research query,the present assessment uses the Fuzzy Decision-Making Trial and Evaluation Laboratory(Fuzzy-DMTAEL),Fuzzy Analytic Hierarchy Process(F.AHP),and Fuzzy TOPSIS methodology to achieve segment-wise competency development in cyber security policy.The similarities and differences between the three methods are also discussed.This cybersecurity analysis determined that the National Cyber Security Centre got the highest priority.The study concludes by perusing the challenges that still need to be examined and resolved in effectuating more credible and efficacious online security mechanisms to offer amoreempowered ITES-driven economy for SaudiArabia.Moreover,cybersecurity specialists and policymakers need to collate their efforts to protect the country’s digital assets in the era of overt and covert cyber warfare. 展开更多
关键词 Cyber security fuzzy DMTAEL security policy cyber crime MCDM
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A Survey of Crime Scene Investigation Image Retrieval Using Deep Learning
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作者 Ying Liu Aodong Zhou +1 位作者 Jize Xue Zhijie Xu 《Journal of Beijing Institute of Technology》 EI CAS 2024年第4期271-286,共16页
Crime scene investigation(CSI)image is key evidence carrier during criminal investiga-tion,in which CSI image retrieval can assist the public police to obtain criminal clues.Moreover,with the rapid development of deep... Crime scene investigation(CSI)image is key evidence carrier during criminal investiga-tion,in which CSI image retrieval can assist the public police to obtain criminal clues.Moreover,with the rapid development of deep learning,data-driven paradigm has become the mainstreammethod of CSI image feature extraction and representation,and in this process,datasets provideeffective support for CSI retrieval performance.However,there is a lack of systematic research onCSI image retrieval methods and datasets.Therefore,we present an overview of the existing worksabout one-class and multi-class CSI image retrieval based on deep learning.According to theresearch,based on their technical functionalities and implementation methods,CSI image retrievalis roughly classified into five categories:feature representation,metric learning,generative adversar-ial networks,autoencoder networks and attention networks.Furthermore,We analyzed the remain-ing challenges and discussed future work directions in this field. 展开更多
关键词 crime scene investigation(CSI)image image retrieval deep learning
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基于CRIME理论视角下东方金钰财务舞弊分析
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作者 任玥 《金融》 2024年第3期1020-1026,共7页
近年来,随着资本市场的不断完善,我国经济得到了高速发展,但与此同时伴随着上市公司财务舞弊行为的频繁发生,这不仅极大损害了投资者的利益,还严重影响了资本市场的诚信机制。因此,对上市公司财务舞弊行为进行有效识别与采取防范手段极... 近年来,随着资本市场的不断完善,我国经济得到了高速发展,但与此同时伴随着上市公司财务舞弊行为的频繁发生,这不仅极大损害了投资者的利益,还严重影响了资本市场的诚信机制。因此,对上市公司财务舞弊行为进行有效识别与采取防范手段极为重要。本文以东方金钰财务造假案件为例,运用CRIME理论,分别从舞弊行为人、舞弊手段、舞弊动因、监管机制、舞弊结果五个方面对东方金钰财务舞弊事件进行分析,并针对这五个方面提出有关的建议。希望对相关研究具有借鉴意义,以减少财务舞弊行为的发生。 展开更多
关键词 财务舞弊 CRIME理论 东方金钰 案例研究 舞弊手段
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Hierarchical Restriction and Reduction of Overcriminalization of Teachers’Disciplinary Behaviors
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作者 TONG Yunfeng 《The Journal of Human Rights》 2024年第3期567-593,共27页
The right to education is an important part of basic human rights. To transform from a designed vision to a reality in practice, teachers’ right to discipline, as a component of the right to education, needs tangible... The right to education is an important part of basic human rights. To transform from a designed vision to a reality in practice, teachers’ right to discipline, as a component of the right to education, needs tangible support from the criminal law. The criminal law cannot be absent from promoting the rule of law in education. However, in practice, teachers’ disciplinary behaviors are often ex-cessively criminalized, leading to problems such as over-expanding punishment and harming the innocent and even the malaise that en-danger substantive justice such as the tarnishing of teachers’ disci-plinary right and the imbalance of teachers’ disciplinary behaviors. Such overcriminalization has its social causes and normative crux, which is the ambiguity of regulations of teachers’ disciplinary right in terms of the pre-existing law and the unclear positioning of the jus-tification of teachers’ disciplinary behaviors in terms of the criminal law. Therefore, it is necessary to carry out a dual clarification of the chaotic parts of the two laws and determine the corresponding guiding principles, and test them one by one through the hierarchical theory of crime to make the path of exculpation clear. At the level of constituent elements, the exculpation is achieved through the normative judgment of the constituent elements;At the level of illegality, the exculpation is achieved by virtue of substantive considerations of reasons such as le-gal acts, legitimate defense, and victims’ commitments;At the level of accountability, the exculpation is achieved through the value screening of the culpability paradigm. We should reverse the trend of overcrim-inalization of teachers’ disciplinary behaviors by clearing the way of exculpation. 展开更多
关键词 teachers’disciplinary behaviors overcriminalization hierarchical theory of crime justifiable reason
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The Windy City’s Dark Side: A Statistical Exploration of Crime in the City of Chicago
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作者 Clement Odooh Somtobe Olisah +7 位作者 Jane Onwuchekwa Omoshola Owolabi Sevidzem Simo Yufenyuy Oluwadare Aderibigbe Echezona Obunadike Oghenekome Efijemue Saheed Akintayo Samson Edozie 《Journal of Data Analysis and Information Processing》 2024年第3期370-387,共18页
This paper presents a detailed statistical exploration of crime trends in Chicago from 2001 to 2023, employing data from the Chicago Police Department’s publicly available crime database. The study aims to elucidate ... This paper presents a detailed statistical exploration of crime trends in Chicago from 2001 to 2023, employing data from the Chicago Police Department’s publicly available crime database. The study aims to elucidate the patterns, distribution, and variations in crime across different types and locations, providing a comprehensive picture of the city’s crime landscape through advanced data analytics and visualization techniques. Using exploratory data analysis (EDA), we identified significant insights into crime trends, including the prevalence of theft and battery, the impact of seasonal changes on crime rates, and spatial concentrations of criminal activities. The research leveraged a Power BI dashboard to visually represent crime data, facilitating an intuitive understanding of complex patterns and enabling dynamic interaction with the dataset. Key findings highlight notable disparities in crime occurrences by type, location, and time, offering a granular view of crime hotspots and temporal trends. Additionally, the study examines clearance rates, revealing variations in the resolution of cases across different crime categories. This analysis not only sheds light on the current state of urban safety but also serves as a critical tool for policymakers and law enforcement agencies to develop targeted interventions. The paper concludes with recommendations for enhancing public safety strategies and suggests directions for future research, emphasizing the need for continuous data-driven approaches to effectively address and mitigate urban crime. This study contributes to the broader discourse on urban safety, crime prevention, and the role of data analytics in public policy and community well-being. 展开更多
关键词 Crime Analysis Chicago Data Visualization Crime Trends Power BI Urban Safety
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