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A critical analysis of the "innovators dilemma" : why should new technologies cause great firms to fail 对“创新者困境”的批判性分析:为什么新技术会导致大公司倒闭
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V2_8
Michael G. Alles
The disruptive innovation (DI) theory developed by Clayton Christensen has been one of themost influential management concepts in recent years, being required reading at such prominent companiesas Microsoft, AT&T and Cisco Systems. In this paper we describe the disruptive innovation process andanalyze the underlying assumptions of both the theory and of its practice implications. We argue thatthere is much misunderstanding in the business world as to the exact meaning of the theory and a clearneed for greater clarity on when it arises and what firms can do about it. In particular, we find that thetheory makes implicit assumptions about the availability of information that may be hard to sustain inmost circumstances. Our analysis gives rise to the conclusion that the standard models of managementcontrol cannot fully explain why disruptive innovations should necessarily cause well-run firms to fail,while at the same time startups are able to succeed. That leaves two possibilities: that the process isinvalid as a descriptive phenomenon, or alternatively, that some other force is driving the DI phenomenon.It is the second possibility that we focus on in this paper, developing a model based on Prospect Theorythat more fully explains why managers at large firms would react differently to a DI than those at startups.Better understanding the assumptions underlying DI theory and its practice implications is critical forthose whose responsibility it is to develop the firm�s strategic control systems, in particular, to managementaccountants.
克莱顿•克里斯滕森(Clayton Christensen)提出的颠覆性创新(disruptive innovation, DI)理论是近年来最具影响力的管理理念之一,是微软(Microsoft)、美国电话电报公司(AT&T)和思科系统(Cisco Systems)等知名公司的必读课程。在本文中,我们描述了破坏性创新的过程,并分析了理论和实践意义的基本假设。我们认为,对于这一理论的确切含义,商界存在着许多误解,我们显然需要更清楚地了解它何时出现,以及企业能对此采取什么措施。特别是,我们发现该理论对信息的可获得性做出了隐含的假设,而这些假设在大多数情况下可能难以维持。我们的分析得出的结论是,标准的管理控制模型并不能完全解释为什么破坏性创新必然会导致经营良好的企业倒闭,而与此同时,初创企业却能够成功。这就留下了两种可能性:这个过程作为一种描述性现象是无效的,或者是其他一些力量在驱动DI现象。这是我们在本文中关注的第二种可能性,开发一个基于前景理论的模型,更充分地解释了为什么大公司的经理对DI的反应与创业公司的不同。对于那些负责开发公司战略控制系统的人,特别是管理会计师来说,更好地理解DI理论及其实践含义的假设是至关重要的。
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引用次数: 8
Cousins Separated by a Common Language: Perceptions of Information Technology Risk 由共同语言分离的表亲:信息技术风险的感知
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V14_1
James L. Worrell, Ashley A. Bush, P. Gangi
The authors employ a seeded, ranking type Delphi to answer the following research question: how do each of the major stakeholder groups within organizations (representing both strategic and operational levels) conceptualize the risks associated with IT in operations? Using three expert panels drawn from Big 4 IT audit groups and Fortune 1000 business/IT managers, we identify the IT risks most salient to these groups, explore areas of convergence/divergence among them, and offer theoretical and practical implications from this research.
作者采用种子排序类型Delphi来回答以下研究问题:组织内的每个主要利益相关者群体(代表战略和运营层面)如何概念化运营中与IT相关的风险?我们利用来自四大IT审计集团和财富1000强企业/IT经理的三个专家小组,确定了这些群体最突出的IT风险,探索了它们之间的趋同/分歧领域,并从本研究中提供了理论和实践意义。
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引用次数: 3
The use of machine learning algorithms for the study of business profitability: a new approach based on preferences 利用机器学习算法研究商业盈利能力:一种基于偏好的新方法
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V4_4
J. Á. Domingo, P. L. Fernández, Antonio Bahamonde Rionda, J. Diaz
In recent years, researchers in the Field of Artificial Intelligence have developed a learning technique, namely, preference learning, that is suitable to be used for economic analysis. The present research empirically tests one of these models, which consists of a combination of LACE and RFE algorithms. The problem of forecasting the profitability of Spanish companies upon the basis of a set of financial ratios is used as a benchmark. The model provides forecasted rankings, which are a kind of information that is more useful for the economic analysts than the forecasted class memberships that traditional machine learning techniques provide.
近年来,人工智能领域的研究人员开发了一种适合用于经济分析的学习技术,即偏好学习。本研究对其中一个由LACE和RFE算法组成的模型进行了实证检验。在一组财务比率的基础上预测西班牙公司盈利能力的问题被用作基准。该模型提供预测排名,这是一种对经济分析师来说比传统机器学习技术提供的预测班级成员更有用的信息。
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引用次数: 1
Blockchain and Cryptocurrencies – Considerations for Treatment and Reporting for Financial Services Professionals 区块链和加密货币-金融服务专业人员处理和报告的注意事项
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V19_3
S. Smith, R. Petkov, Richard Lahijani
The rise and continued implementation of cryptocurrencies and other cryptoassets is having, and will continue to have, a disruptive impact on the accounting, federal income taxation, and broader financial services industries. Much has been written, researched, and discussed about both cryptocurrencies and the underlying blockchain technology, but uncertainty remains as it pertains to how these items should be reported for accounting and tax purposes. What this research attempts to accomplish, through both a review of the literature and publicly available guidance issued by tax and accounting authorities, is to document and analyze what current guidance represents for financial reporting. Additionally, this research proposes how future iterations of cryptoassets and cryptocurrencies might be reported, with recommendations applicable for both practitioners and academics seeking to expand on this work.
加密货币和其他加密资产的兴起和持续实施正在并将继续对会计、联邦所得税和更广泛的金融服务行业产生破坏性影响。关于加密货币和潜在的区块链技术已经写了很多文章、研究和讨论,但不确定性仍然存在,因为它涉及到这些项目应该如何报告会计和税收目的。本研究试图通过对文献的回顾和税务和会计当局发布的公开指导来完成的是记录和分析当前指导对财务报告的影响。此外,本研究提出了如何报告加密资产和加密货币的未来迭代,并提出了适用于寻求扩展这项工作的从业者和学者的建议。
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引用次数: 9
Developing a new service for the digital traveler satisfaction : the Smart Tourist App 开发一项提高数字旅行者满意度的新服务:智能旅游应用程序
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V15_2
Federica Palumbo
The spread of digital technologies offers great potential for both the creative industries in general and for the tourism industry. The overall goal of this research is to evaluate the impact of mobile technology in augmenting and streamlining the tourist experience. To this end, we integrate two existing methodologies, the Kano Model (KM) and the Analytic Hierarchy Process (AHP), which allow categorization and ordering of service attributes according to how they are perceived by customers, and we estimate their impact on customer satisfaction. Our analysis is based on qualitative data collected through questionnaires administered to a panel of Italian tourists visiting the cities of Palermo and Rome, over a period of 3 months (March�May 2014). As results in evaluating the impact of mobile technology we propose the Smart Tourist App (STAPP) which is a mobile travel assistant that integrates the functionalities of a traditional city card with the specificities of mobile devices.
数字技术的普及为整个创意产业和旅游业提供了巨大的潜力。本研究的总体目标是评估移动技术在增强和简化旅游体验方面的影响。为此,我们整合了两种现有的方法,卡诺模型(KM)和层次分析法(AHP),这两种方法允许根据客户对服务属性的感知方式对其进行分类和排序,并估计其对客户满意度的影响。我们的分析是基于定性数据,通过对访问巴勒莫和罗马城市的意大利游客小组进行问卷调查,为期3个月(2014年3月至5月)。作为评估移动技术影响的结果,我们提出了智能旅游应用程序(STAPP),这是一种移动旅行助手,将传统城市卡的功能与移动设备的特殊性相结合。
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引用次数: 21
Developing a Cognitive Assistant for the Audit Plan Brainstorming Session 为审计计划头脑风暴会议开发一个认知助手
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V18_5
Qiao Li, M. Vasarhelyi
With technological advances, audit firms have been able to increase the level of decision support embedded within the firms’ audit support tools (Dowling et al., 2008). Large audit firms have been investing substantive resources into the utilization of Artificial Intelligence (AI) to take advantage of their past audit experience and industry knowledge (Kokina and Davenport, 2017; Appelbaum, 2017). During the initial stages of an audit, the engagement team will meet to update their understanding of the client through brainstorming sessions. Audit firms are required by SAS No. 99 and SAS No. 109 to use brainstorming sessions to evaluate risk factors and discuss the susceptibility of the entity’s financial statements to material misstatement, either as a result of error or fraud (AICPA, 2012). At present, the most commonly used decision support tool for audit plan brainstorming is the checklist (Bellovary and Johnstone, 2007), which has shown limitations (Dowling and Leech, 2007; Seow, 2011; Landis, 2008). To improve audit plan effectiveness, this study proposes an audit domain cognitive assistant system to provide interactive decision support for information retrieval and risk assessment in audit brainstorming session. Cognitive Assistants are speech-enabled technologies that can understand voice commands, recognize conversation’s context, and answer questions in a personable manner (Garrido et al., 2010; Myers et al., 2007)
随着技术的进步,审计公司已经能够提高公司审计支持工具中嵌入的决策支持水平(Dowling et al., 2008)。大型审计公司一直在投入大量资源利用人工智能(AI),以利用其过去的审计经验和行业知识(Kokina和Davenport, 2017;Appelbaum, 2017)。在审计的初始阶段,审计项目组将通过头脑风暴会议更新他们对客户的理解。SAS第99号和SAS第109号要求审计公司使用头脑风暴会议来评估风险因素,并讨论实体财务报表因错误或欺诈而导致重大错报的易感性(AICPA, 2012)。目前,审计计划头脑风暴最常用的决策支持工具是清单(Bellovary and Johnstone, 2007),它已经显示出局限性(Dowling and Leech, 2007;?萧和,2011;兰迪斯,2008)。为了提高审计计划的有效性,本研究提出了一个审计领域认知辅助系统,为审计头脑风暴会议中的信息检索和风险评估提供交互式决策支持。认知助手是一种支持语音的技术,它可以理解语音命令,识别对话的上下文,并以一种有风度的方式回答问题(Garrido等人,2010;Myers et al., 2007)
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引用次数: 18
The Influence of Theory of Planned Behavior, Technology Acceptance Model, and Information System Success Model on the Acceptance of Electronic Tax Filing System in an Emerging Economy 计划行为理论、技术接受模型和信息系统成功模型对新兴经济体接受电子报税系统的影响
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V15_6
Gaurav Gupta, S. Zaidi, G. Udo, K. Bagchi
Adoption studies on electronic tax-filing system using data from emerging nations are rare. The present paper studies the influence of perceived ease of use, perceived usefulness, and user satisfaction on taxpayers’ behavioral intentions to adopt electronic tax filing services in an emerging economy. For this study, constructs from Theory of Planned Behavior (Ajzen, 1985, 1991), Technology Acceptance Model (Davis, 1989), and Information System Success Model (DeLone & McLean, 1992) are used. In order to test the impact of perceived ease of use, perceived usefulness, and user satisfaction on behavioral intentions to adopt online tax filing system, we develop several hypotheses. The data is collected from 201 respondents who filed taxes using government or private vendor websites. A structural equation modelling scheme using PLS is used to analyse the model. The measurement model not only shows structural validity but also demonstrates adequate predictive and explanatory quality. A strong support for a majority of hypotheses is found.
利用新兴国家的数据对电子报税系统进行的采用研究很少。本文研究了新兴经济体中感知易用性、感知有用性和用户满意度对纳税人采用电子报税服务行为意向的影响。本研究使用了计划行为理论(Ajzen, 1985, 1991)、技术接受模型(Davis, 1989)和信息系统成功模型(DeLone & McLean, 1992)的结构。为了测试感知易用性、感知有用性和用户满意度对采用在线税务申报系统的行为意向的影响,我们提出了几个假设。这些数据来自201名通过政府或私人供应商网站报税的受访者。采用PLS的结构方程建模方案对模型进行分析。测量模型不仅具有结构效度,而且具有较好的预测和解释质量。发现了对大多数假设的有力支持。
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引用次数: 19
An empirical examination of competing theories to explain continuous disclosure technology adoption intentions using XBRL as the example technology 以XBRL为例,对解释持续披露技术采用意向的竞争理论进行实证检验
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V8_4
R. Pinsker
The purpose of this paper is to test competing theories from Pinsker�s (2007) newresearch framework in order to provide a better understanding of XBRL (as the continuousdisclosure technology example) adoption intentions of managers who have low knowledge ofXBRL, but work for firms who may adopt. A survey methodology was used with experiencedbusiness professionals and MBA students. Two of three research propositions were empiricallysupported. The results indicate that both the technology acceptance model (TAM) and absorptivecapacity represent appropriate theories for studying XBRL adoption. However, future relatedTAM research should be conducted either with a modified �attitude� variable or througheliminating this variable altogether.Results provide an empirical validation of part of Pinsker�s (2007) framework. The findingsadd to the existing practical and academic literature regarding perceived benefits of XBRLadoption for firms. The difference in significance between TAM variables represents a uniquefinding in the TAM literature, which suggests XBRL adoption has significantly different aspectsthan previous information technology adoption research in general. Future research opportunitiesare explored.
本文的目的是检验Pinsker(2007)的新研究框架中的竞争理论,以便更好地理解对XBRL知之甚少但为可能采用XBRL的公司工作的管理者采用XBRL的意图(作为持续披露技术的例子)。对经验丰富的商业专业人士和MBA学生采用了一种调查方法。三个研究命题中有两个得到了实证支持。结果表明,技术接受模型(TAM)和吸收能力都是研究XBRL采用的合适理论。然而,未来的相关tam研究应该通过修改“态度”变量或通过完全消除这个变量来进行。结果提供了部分Pinsker(2007)框架的实证验证。这些发现为现有的实践和学术文献提供了关于企业采用xbrl的感知利益的补充。TAM变量之间的显著性差异代表了TAM文献中一个独特的发现,这表明XBRL的采用与以往一般的信息技术采用研究有显著不同。探讨了未来的研究机会。
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引用次数: 29
Standardizing the Presentation of Financial Data: Does XBRL's Taxonomy Affect the Investment Performance of Nonprofessional Investors? 财务数据表达的规范化:XBRL分类是否影响非专业投资者的投资绩效?
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V15_5
Cassy Henderson
Extensible Business Reporting Language (XBRL) is mandated in the United States to make financial information easier to analyze and more useful for investors. When the technology is implemented as intended, it can standardize the information presented in the financial statements. The format is especially beneficial for nonprofessional investors, which represent approximately 41 million investors investing the United States stock exchange. In this study, we conduct an experiment comparing standard and non-standard financial statements, displayed either online or as traditional paper statements. Results suggest that XBRL’s ability to standardize financial information facilitates investment performance for nonprofessionals, offering evidence on the value of standardizing the presentation of financial statements and additional benefits of XBRL technology.
可扩展业务报告语言(XBRL)在美国被强制要求使财务信息更容易分析,对投资者更有用。当该技术按预期实施时,它可以使财务报表中呈现的信息标准化。这种形式对非专业投资者特别有利,这些投资者代表着大约4100万投资美国证券交易所的投资者。在这项研究中,我们进行了一项比较标准和非标准财务报表的实验,这些财务报表是在线显示的,还是传统的纸质报表。结果表明,XBRL标准化财务信息的能力促进了非专业人士的投资绩效,为财务报表列报标准化的价值和XBRL技术的额外好处提供了证据。
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引用次数: 7
An enhanced communication model 增强的通信模型
Pub Date : 1900-01-01 DOI: 10.4192/1577-8517-V9_2
Per Flensburg
The concept of information is often taken for more or less granted in research about information systems. This paper introduces a model starting with Shannon and Weaver data transmission model and ends with knowledge transfer between individual persons. The model is in fact an enhanced communication model giving a framework for discussing problems in the communication process. A specific feature of the model is the aim for providing design guidelines in designing the communication process. The article ends with identifying a need for develop the model further to incorporate also communication within and between organisations of different kinds.
在信息系统的研究中,信息的概念通常或多或少地被认为是理所当然的。本文介绍了一个以Shannon和Weaver数据传输模型为起点,以个体之间的知识转移为终点的模型。该模型实际上是一个增强的通信模型,为讨论通信过程中的问题提供了一个框架。该模型的一个特定特征是旨在为设计通信过程提供设计指南。本文最后确定了进一步开发该模型的必要性,以纳入不同类型的组织内部和组织之间的通信。
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引用次数: 26
期刊
The International Journal of Digital Accounting Research
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