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Data Measures Selection and Factor Profiling: An illustration of Data-Mining Screens 数据测量、选择和因素分析:数据挖掘屏幕的一个例子
Pub Date : 2023-08-24 DOI: 10.5430/afr.v12n3p69
Mohamed Gaber, E. Lusk
Context The selection of the data-measurement metric should be the initial decision in the current field of Data Analytics [DA]. We discussed with DA-students and -colleagues re: vetting of the Nature of the Data to be used in decision-making. Uniformly, they indicated that rarely are vetting-screening-tests used for the accrued-data to determine if the Nature of the Data is in sync with the expected veracity of the DA-inferential results. This reticence seems to create inferential-issues that may well compromise the acuity and relevance of the inferential-output of DAs.  To address these inferential-issues, we have selected a typical DA-screening problématique. First, we will vet the Nature of the Data and then address the problématique. Additionally, we will assume that the problématique requires the cooperative tri-interaction of: The Chief Operating Officer, The Financial Analysis Group & The Data Analytics Group. To illustrate these interactions, we suggest that Data Analytics Group is configured as “Internal Consultants” thus avoiding outsourcing elections. In this proposed Data Analytics Group-context, the Data Analytics Group elects to use a Factor Model [FM] as the Screening platform to “deconstruct” the Pearson Product Moment association profiles for the Data-Panels pursuant to addressing the problématique. Features: We will detail: (i) A Data-Panel Screening protocol, (ii) A Factor pedagogic illustration, (iii) The Carvalho-script re: electing the Geometric-data-context, and (iv) The demonstration of these cooperative tri-cooperative interactions using the Microsoft™, Inc. [MSFT] Data-Panel. The overall goal is to offer illustrations, the intention of which, is to assist the pedagogical needs for instructors, and to populate the panoply for researchers and practitioners with effective and efficient inferential tools. Results We found that the Geometric-context was likely for our sample of market-traded organizations. Thus, we used the ln-transformation for the Panel of Data for our sampled firms. Additionally, we used a Factor Model as the screening tool for addressing the selected the problématique. The Data Analytics Group was cast as an “InSource” as this seems to be current institutional configuration adopted by many MNCs.     
数据度量度量的选择应该是当前数据分析[DA]领域的初始决策。我们与d -学生和同事讨论了在决策中使用的数据性质的审查。他们一致指出,很少对应计数据进行审查-筛选测试,以确定数据的性质是否与数据分析推断结果的预期准确性同步。这种沉默似乎产生了推理问题,这可能会损害da推理输出的敏锐性和相关性。为了解决这些推论问题,我们选择了一个典型的da筛选问题。首先,我们将审查数据的性质,然后解决问题。此外,我们将假设问题的解决需要首席运营官、财务分析小组和数据分析小组的三方合作。为了说明这些相互作用,我们建议将数据分析组配置为“内部顾问”,从而避免外包选举。在这个提议的数据分析小组上下文中,数据分析小组选择使用因子模型[FM]作为筛选平台,根据解决问题的问题,“解构”数据面板的皮尔逊产品矩关联概况。特征:我们将详细说明:(i)数据面板筛选协议,(ii) Factor教学说明,(iii) Carvalho-script重新选择几何数据上下文,以及(iv)使用Microsoft™,Inc. [MSFT]数据面板演示这些合作的三合作交互。总体目标是提供插图,其目的是协助教师的教学需求,并为研究人员和实践者提供有效和高效的推理工具。结果我们发现,几何背景可能是我们的市场交易组织的样本。因此,我们对样本公司的数据面板使用了ln转换。此外,我们使用因子模型作为筛选工具来解决所选择的问题。数据分析组被视为“InSource”,因为这似乎是许多跨国公司目前采用的机构配置。
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引用次数: 0
Factors Affecting the Likelihood of Fraudulent in Procurement Process: the Case of Royal Malaysian Air Force 影响采购过程中欺诈可能性的因素:马来西亚皇家空军案例
Pub Date : 2023-08-18 DOI: 10.5430/afr.v12n3p57
Mohd Azhar Ramli, Nazirah Aziz
Procurement encompasses activities and processes of purchasing good products and services in the public or private sector. It has been reported that 60% of fraud and economic crime perpetrators in the public sector were from government officials. Procurement fraud has increased in the public sector since 2012. This study aims to investigate the practice and likelihood of fraud in the Royal Malaysian Air Force (RMAF) procurement process and to recommend the course to improve the effectiveness of implementing the e-procurement system. This study employed a quantitative method to achieve the objectives of the research. This study adopted a questionnaire from previous research instruments used in many studies related to fraud intention as the primary data collection method. The questionnaire was distributed to the selected officers and other ranks within RMAF. The respondents were among all officers and employees involved directly in the procurement process. Using quantitative research for the data collection method allowed the researcher to evaluate and understand this data through statistical analysis. This study's findings revealed that work commitment, capability, and opportunity had a significant association with the likelihood of fraud in the RMAF e-procurement system when Pearson's correlation was used. Results from regression analysis addressed that capability and opportunity significantly influence the possibility of fraud.
采购包括在公共或私营部门购买优质产品和服务的活动和过程。据报道,公共部门60%的欺诈和经济犯罪肇事者来自政府官员。自2012年以来,公共部门的采购欺诈有所增加。本研究旨在调查马来西亚皇家空军(RMAF)采购过程中欺诈的做法和可能性,并建议提高实施电子采购系统的有效性。本研究采用定量的方法来达到研究的目的。本研究采用问卷调查作为主要的数据收集方法,问卷调查是以往许多与欺诈意图相关的研究中使用的研究工具。调查表已分发给被选中的军官和皇家武装部队内的其他职级。答复者是直接参与采购过程的所有官员和雇员。采用定量研究的数据收集方法,使研究人员能够通过统计分析来评估和理解这些数据。本研究的结果表明,工作承诺、能力和机会与RMAF采购系统中欺诈的可能性有显著的关联。回归分析的结果表明,能力和机会显著影响欺诈的可能性。
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引用次数: 0
The Effect of Forensic Audit Services on Tax Fraud in South-South, Nigeria 尼日利亚南南司法审计服务对税务欺诈的影响
Pub Date : 2023-08-01 DOI: 10.5430/afr.v12n3p30
Peter Okoeguale Ibadin, Keme Embele
The need to address tax fraud has increasingly been attracted to the state authorities’ administrators, decision-makers, scholars, and investigators in Nigeria. Although various efforts have been made to alleviate it for effective revenue generation, mobilization through taxation is still low. Consequently, this study examined Forensic Audit Services and Tax Fraud in South-South Nigeria. To this end, a cross-sectional research design with a survey research strategy was used. Copies of questionnaire, reflecting the research questions, were distributed to a sample size of 228 staff in the Nigerian Federal Inland Revenue Service in the South-South States with a target population (of 530) and a sampling error of 5% at a 95% confidence interval. To assess the study's hypotheses, the Robust Least Squares Estimation technique was used. Findings revealed that Forensic Audit Investigation Services disaggregated into Background Investigation, Investigative Interview, and Analytical Procedures exert a negative and significant effect on Tax Fraud. It was also revealed that the explanatory power of Litigation Support Services in the form of Pre-trial Support and Expert Witnessing negatively and significantly affected Tax Fraud. The implications of these findings suggest that forensic audit services mitigate the occurrence of tax fraud in Nigeria, thereby improving compliance and tax revenue generation. On the premise of the foregoing, we recommend that tax investigating agencies, such as the federal Inland Revenue Service and its counterparts in the states (all in Nigeria) should employ background investigation techniques including surveillance, undercover operations and database searches as a routine procedure to proactively search for indicators of fraud. Besides, tax officials should be well trained on the usefulness and application of analytical procedures, ranging from simple ratio analysis, data mining techniques, Bedford’s Law, and Beneish model during an investigation, to help in their audit efficiency.
尼日利亚国家当局的行政人员、决策者、学者和调查人员越来越关注解决税务欺诈问题的必要性。虽然已作出各种努力减轻这种负担,以便有效地产生收入,但通过税收进行动员的情况仍然很低。因此,本研究审查了尼日利亚南南的法医审计服务和税务欺诈。为此,采用了横断面研究设计和调查研究策略。反映研究问题的问卷副本已分发给南南各州尼日利亚联邦税务局的228名工作人员,其目标人口为530人,抽样误差为5%,置信区间为95%。为了评估研究的假设,使用了稳健最小二乘估计技术。调查结果表明,法务审计调查服务分为背景调查、调查访谈和分析程序,对税务欺诈具有显著的负向影响。还揭示了以审前支持和专家见证形式的诉讼支持服务的解释力对税务欺诈产生了负面和显著的影响。这些发现的含义表明,法医审计服务减轻了尼日利亚税务欺诈的发生,从而改善了合规和税收产生。在上述前提下,我们建议税务调查机构,如联邦税务局及其各州的同行(均在尼日利亚)应采用背景调查技术,包括监视,秘密行动和数据库搜索作为常规程序,主动搜索欺诈指标。此外,税务官员应该在调查过程中接受分析程序的有用性和应用方面的良好培训,这些分析程序包括简单的比率分析、数据挖掘技术、贝德福德定律和贝尼什模型,以帮助他们提高审计效率。
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引用次数: 0
Malaysian Local Authorities: Are They Transparent? 马来西亚地方政府是否透明?
Pub Date : 2023-08-01 DOI: 10.5430/afr.v12n3p46
Radziah Mahmud, Nor Khadijah Mohd Azhari, Rosmini Mohd Aripin, H. Kabir, A. Zweni
Transparency among the local authorities is crucial as local authorities are expected to perform their stewardship roles to meet the demand of their stakeholders. Due to information asymmetry between the local authorities and citizens, there is a tendency for citizens to have unfavourable perceptions towards local authorities’ activities. Literature suggests that transparent information will mitigate this issue. Thus, the study seeks to investigate the level of transparency of Malaysian local authorities by examining 19 of them covering the periods from 2015 to 2019. Available information from the website and the local authorities annual reports were obtained. Adopting agency theory and stewardship theory, the study suggests that the level of transparency in the form of non-financial information transparency, citizen transparency and transparency easiness among the Malaysian local authorities is regarded to be high. It indicates that the information asymmetry between the local authorities and the stakeholders is generally minimised. However, this study highlights that the transparency level in the form of financial information still needs to be improved, and local authorities should be more transparent in disclosing such information. Besides providing insights into local authorities' transparency, this study is beneficial to local authorities and regulators in establishing policies; and citizens and stakeholders in assessing the transparency level of local authorities. Future research should consider factors that influence transparency among local authorities in Malaysia. A comparison between local authorities should also be made to find the best practices for stimulating transparency in local authorities.
地方当局之间的透明度至关重要,因为人们期望地方当局履行其管理职责,以满足其利益攸关方的需求。由于地方当局和公民之间的信息不对称,公民倾向于对地方当局的活动产生不利的看法。文献表明,透明的信息将缓解这一问题。因此,该研究试图通过对2015年至2019年期间的19个马来西亚地方当局的透明度进行调查。从网站和地方当局的年度报告中获得了现有信息。采用代理理论和管理理论,研究认为马来西亚地方政府的非财务信息透明度、公民透明度和透明度容易程度的透明度水平较高。这表明地方当局和利益相关者之间的信息不对称通常是最小的。然而,本研究强调,财务信息形式的透明度水平仍有待提高,地方政府在披露财务信息时应更加透明。本研究除了对地方政府的透明度提供见解外,还有助于地方政府和监管机构制定政策;公民和利益相关者评估地方当局的透明度水平。未来的研究应考虑影响马来西亚地方当局透明度的因素。还应该对地方当局进行比较,以找到促进地方当局透明度的最佳做法。
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引用次数: 0
Conceptualization of The Alternative Zakat and Ushr Based Poverty Allviation and Sustainable Development Model: An Empirical Case Study in Bangladesh 基于替代性天课和乌什尔的扶贫和可持续发展模式的概念化:孟加拉国的实证案例研究
Pub Date : 2023-07-14 DOI: 10.5430/afr.v12n3p16
Md. Ferdausur Rahman, Tunku Salha Tunku Ahmad, Md. Arifur Rahman, M. Nazmul Hoque, A. Bhuiyan
The purpose of this research is to investigate the role of ‘Zakat and Ushr’ as a key tool to achieve sustainable development in Bangladesh. The study also proposes an alternative model for Zakat distribution analyzing drawbacks and challenges of prevailed Zakat distribution system. The present study used qualitative approach with intensive interview on about zakat practices in Bangladesh. The study finding from the literature surveys about Zakat distribution affirm that an alternative model for Zakat distribution system can ensure sustainable development through decreasing the rate of poverty based on the Umar bin Al Khattab (RA) and Ummar bin Abdul Aziz poverty model. The study shows that Zakat providers in Bangladesh distribute Zakat in an unplanned and unstructured way which is not the purpose of Zakat according to the direction of Quran and Sunnah. In the prevailed system, Zakat providers distribute Zakat mainly in the month of Ramadan and individual Zakat providers divide whole portion of individual Zakat amount among mass people which are being helpful for poor people to run their family for a very short period of time. Therefore, based on above findings the present study proposes an alternative model for distributing Zakat in Bangladesh considering the direction of Al-Quran and Hadith. This proposed model suggests engaging local leaders, Imam of mosques, Zakat providers and Zakat receivers that can ensure building community-based Zakat funds to develop individual poor people for a long period of time.
本研究的目的是调查“天课和乌什尔”作为孟加拉国实现可持续发展的关键工具的作用。研究还提出了另一种天课分配模式,分析了现行天课分配制度的弊端和挑战。本研究采用定性方法,对孟加拉国的天课实践进行了深入访谈。通过对天课分配的文献调查研究发现,在Umar bin Al Khattab (RA)和Ummar bin Abdul Aziz贫困模型的基础上,天课分配制度的替代模型可以通过降低贫困率来确保可持续发展。研究表明,孟加拉国的天课提供者以一种无计划和无结构的方式分发天课,而不是根据古兰经和圣训的方向分发天课的目的。在现行制度中,天课提供者主要在斋月分发天课,个人天课提供者将个人天课的全部部分分配给大众,这有助于穷人在很短的时间内经营他们的家庭。因此,基于上述发现,本研究提出了一种考虑到《古兰经》和圣训方向的替代性天课分配模式。这个拟议的模式建议让当地领导人、清真寺的伊玛目、天课提供者和天课接受者参与进来,以确保建立以社区为基础的天课基金,以长期发展个别贫困人口。
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引用次数: 0
Reviewer Acknowledgements for Accounting and Finance Research, Vol. 12, No. 2, 2023 《会计与金融研究》,Vol. 12, No. 2, 2023
Pub Date : 2023-05-25 DOI: 10.5430/afr.v12n2p85
Sarah Chen
Reviewer Acknowledgements for Accounting and Finance Research, Vol. 12, No. 2, 2023
《会计与金融研究》,Vol. 12, No. 2, 2023
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引用次数: 0
Cognitive Motivational Perspectives of Performance Measurement System and Organisational Commitment: Role Ambiguity as a Mediator 绩效评估系统与组织承诺的认知动机视角:角色模糊的中介作用
Pub Date : 2023-05-21 DOI: 10.5430/afr.v12n2p64
Z. Rasit, Che Ruhana Isa@Mohamed Isa, Nadiah Abdul Hamid, Siti Nurhazwani Kamarudin
The use of Comprehensive Performance Measurement System (CPMS) in facilitating and influencing decisions has been predominant for such purposes. It is also a complex link of CPMS with individual performance which has been evidenced in the literature in recent years. Nonetheless, prior studies have shown inconsistent findings on CPMS informational characteristics and their behavioral implications. Therefore, by taking the cognitive motivational theory and role theory into account, the current study contends the usefulness of CPMS information in increasing role expectation and motivation. Accordingly, this study examines the influence of CPMS on the role ambiguity of managers and organizational commitment by collecting data from 120 business unit managers of manufacturing companies that are registered under the Federation of Malaysian Manufacturers (FMM). To further examine the mediating effect, the study employed Partial Least Squares and the Sobel test and found that the informational characteristics of CPMS enhance organizational commitment by reducing role ambiguity. Overall, CPMS may provide useful information or feedback to better understand the roles of managers to essentially enhance motivation and improve commitment.
在促进和影响决策方面,综合绩效衡量系统(CPMS)的使用在这些目的中占主导地位。这也是CPMS与个人绩效之间的复杂联系,近年来的文献已经证明了这一点。然而,先前的研究在CPMS信息特征及其行为含义方面的发现并不一致。因此,本研究结合认知动机理论和角色理论,论证CPMS信息在提高角色期望和动机方面的有效性。因此,本研究通过收集马来西亚制造商联合会(FMM)下注册的120家制造公司的业务单位经理的数据,来检验CPMS对管理者角色模糊和组织承诺的影响。为了进一步检验中介效应,本研究采用偏最小二乘法和Sobel检验,发现CPMS的信息特征通过降低角色模糊性来增强组织承诺。总的来说,CPMS可以提供有用的信息或反馈,以更好地理解管理者的角色,从根本上增强动机和改善承诺。
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引用次数: 0
User Awareness on the Implementation of Digital Service Tax in Malaysia 马来西亚实施数字服务税的用户意识
Pub Date : 2023-05-07 DOI: 10.5430/afr.v12n2p52
Ida Suriya Binti Ismail, Nuridayu Binti Yunus, Farazila Rita Binti Abd Jamil, Mohamad Aidil Bin Mohamad Jalani, Mohd Zakwan Bin Abdul Latiff
The development of information technology and rising internet usage has fueled the expansion of digital-based services across the globe. The government started charging a six percent digital service tax (DST) to foreign digital service providers (FSPs) on 1st January 2020. In its first year of operation, this tax brought in more than RM400 million for the government. Digital Service Tax is only imposed on taxable digital services that are provided to consumers in Malaysia. Although the implementation of DST has been previously announced and the act has been enacted, there is a possibility that users have low awareness due to lack of information and unclear about the purpose of DST implementation. Moreover, a lack of understanding of the law may be a factor in the consumers' need for more awareness. Thus, this study aimed to examine factors influencing user awareness on the implementation of DST in Malaysia. This study applied a quantitative research method where questionnaires were distributed through Google forms among individual users in Klang Valley. A total of 63 respondents have been received, and the Statistical Package for Social Sciences (SPSS) has been used to analyse the data. According to this study, approximately 50% of the respondents learned about DST from television, radio, Internet and websites. Furthermore, the relationships between self-attitude, economic factors and user acceptance towards user awareness have been tested. Nevertheless, only economic factors and user acceptance have a significant positive influence towards the user awareness in the implementation of DST in Malaysia. Disseminating DST information to all users will increase their understanding and inculcate positive self-attitude towards acceptance of new tax policy. Therefore, the result of the study will assist the regulator, particularly the tax authority in finding a solution that could increase the level of tax awareness among the public and users.
信息技术的发展和互联网使用率的上升推动了数字服务在全球范围内的扩展。2020年1月1日,政府开始向外国数字服务提供商(fsp)征收6%的数字服务税(DST)。在实施的第一年,这项税收为政府带来了超过4亿令吉的收入。数字服务税仅对提供给马来西亚消费者的应税数字服务征收。虽然DST的实施之前已经宣布,并且法案已经颁布,但由于缺乏信息和不清楚DST实施的目的,用户可能意识不高。此外,缺乏对法律的理解可能是消费者需要更多意识的一个因素。因此,本研究旨在研究影响马来西亚实施DST的用户意识的因素。本研究采用定量研究方法,通过谷歌表格在巴生谷的个人用户中分发问卷。共收到63份调查问卷,并使用社会科学统计软件包(SPSS)来分析数据。根据这项研究,大约50%的受访者通过电视、广播、互联网和网站了解到夏令时。此外,自我态度,经济因素和用户接受用户意识之间的关系进行了测试。然而,只有经济因素和用户接受度对马来西亚实施DST的用户意识有显著的积极影响。向所有用户传播税收税信息,将增加他们对新的税收政策的理解和灌输积极的自我态度。因此,研究结果将有助于监管机构,特别是税务机关找到一个解决方案,可以提高公众和用户的税务意识水平。
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引用次数: 0
An Internal Auditor’s Commitment to Independence: The Effect of Professional Scepticism, Self-Efficacy and Job Satisfaction 内部审计师对独立性的承诺:职业怀疑、自我效能和工作满意度的影响
Pub Date : 2023-05-05 DOI: 10.5430/afr.v12n2p39
Nur Amira Zainal Abidin, Z. Ahmad, N. A. Hamid, Nur Afiqah Md Amin
Internal auditors have found it difficult to exercise independence when management interferes with their work. This is because they are part of and work for the organisation. This study investigated the relationships between professional scepticism, self-efficacy, job satisfaction, and commitment to independence. Data were collected using questionnaires. 77 out of 325 questionnaires were returned from heads of in-house internal auditors of Malaysian listed companies. Multiple regression analysis was utilised to determine the link between the independent and dependent variables. After testing the three hypotheses, the findings indicate that professional scepticism and self-efficacy significantly impact commitment to independence, whereas job satisfaction has no significant impact on them. These associations suggested that the internal auditor is more committed to independence when professional scepticism and self-efficacy are higher. By demonstrating the link between professional scepticism, self-efficacy, job satisfaction, and Malaysian internal auditors' commitment to independence, this study considerably adds to the body of knowledge on internal auditing and management.
内部审计师发现,当管理层干预他们的工作时,他们很难行使独立性。这是因为他们是组织的一部分,并为组织工作。本研究考察了职业怀疑主义、自我效能感、工作满意度和独立承诺之间的关系。通过问卷调查收集数据。在325份问卷中,有77份来自马来西亚上市公司的内部审计师。采用多元回归分析来确定自变量和因变量之间的联系。通过对三个假设的检验,发现职业怀疑主义和自我效能感对独立承诺有显著影响,而工作满意度对独立承诺没有显著影响。这些关联表明,当专业怀疑和自我效能较高时,内部审计师更致力于独立性。通过展示专业怀疑、自我效能、工作满意度和马来西亚内部审计师对独立性的承诺之间的联系,本研究大大增加了内部审计和管理的知识体系。
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引用次数: 0
Sustainability of Non-Profit Organizations: A Systematic Review 非营利组织的可持续性:系统回顾
Pub Date : 2023-04-24 DOI: 10.5430/afr.v12n2p25
Nur Hayati Ab Samad, N. Ahmad, Khadijah Suria
This study aims to present the state of the academic literature on the sustainability of non-profit organizations (NPOs) and how previous researchers have approached NPO sustainability. The review has resulted in the final 30 articles for review and analysis. The research characteristics of the articles are identified by examining the publication outlet. It is observed that research in the 1990s on NPO sustainability is scarce, with a focus on understanding and identifying models of sustainability. Research in the first decade of the 21st Century has focused on the financial and non-financial approaches to address the sustainability of NPO. Meanwhile, research in the 21st Century's second decade acknowledged the need to integrate the diverse perspective of NPO sustainability into a comprehensive framework. This study found various approaches that influence NPO sustainability: financial or economic approach; organizational characteristics and strategy; capacity building; partnership or collaboration; and value-based perspective. Theoretically, this study provides an overall view of how academic researchers have attempted to address NPOs' sustainability. In terms of practical contribution, this study serves as a guide for the NPOs and relevant regulators on how to address the organization’s sustainability from various perspectives. We further set out suggestions for future research as well as the limitations and contributions of this study.
本研究旨在介绍非营利组织(NPO)可持续性的学术文献现状,以及以往研究人员如何看待NPO的可持续性。审查产生了最后30篇文章供审查和分析。通过考察出版渠道,确定论文的研究特征。1990年代对非营利组织可持续发展的研究很少,主要集中在对可持续发展模式的理解和识别上。21世纪头十年的研究主要集中在解决非营利组织可持续性问题的财务和非财务方法上。与此同时,21世纪第二个十年的研究认识到,有必要将非营利组织可持续发展的不同视角整合到一个综合框架中。本研究发现影响非营利组织可持续性的方法有:财务或经济方法;组织特征与战略;能力建设;合伙或合作;以及基于价值的观点。从理论上讲,本研究提供了学术研究人员如何试图解决非营利组织的可持续性问题的总体观点。在实践贡献方面,本研究对非营利组织和相关监管机构如何从不同角度解决组织的可持续性问题提供了指导。我们进一步提出了对未来研究的建议,以及本研究的局限性和贡献。
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引用次数: 0
期刊
Journal of Islamic Accounting and Finance Research
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