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Innovation in Teaching & Assessment: Towards Inquiry-Based Higher Education Learning Practices 教学与评估的创新:探究性高等教育学习实践
Pub Date : 2019-09-12 DOI: 10.2139/ssrn.3531440
Justine Chinoperekweyi
What are some of the fundamental innovations required to ensure teaching and assessment become instruments of help within higher education institutions? This study is informed by the numerous calls for academic institutions, particularly those at higher education to produce critical thinkers who transcend mere knowledge accumulation and be ready to apply classroom knowledge to the real world. The call for a shift towards inquiry-based learning practices should be taken seriously by all educators, administrators and policy makers. Following a review of functions of higher education and the characteristics of higher education learners, the study affirms that innovation and implementation of inquiry-based pedagogy has the potential to transform the nature of higher education. The purpose of this article is to explore innovations that should support higher education teaching and assessment. The need for innovation in teaching and assessment of higher education requires fundamental shifts in analytical orthodoxy regarding tertiary education. Facilitating innovation and change in theory regarding teaching and assessments has the potential to lead to more faculty members using inquiry-based pedagogy. Through the decision theoretic model, this research-based article submits that those in higher education must fundamentally shift their perspectives, or theoretical lenses, regarding teaching and assessment. An abductive approach has been adopted in developing this research-based article. The research offers cumulative insights for professional development and learning among educators in higher education with recommendations for the transition to innovative and integrative teaching and assessment.
要确保教学和评估成为高等教育机构的帮助工具,需要哪些根本性的创新?许多人呼吁学术机构,特别是高等教育机构培养超越单纯知识积累的批判性思考者,并准备将课堂知识应用于现实世界,这就为这项研究提供了信息。所有教育工作者、管理人员和决策者都应认真对待转向以探究为基础的学习做法的呼吁。在回顾了高等教育的功能和高等教育学习者的特点之后,本研究肯定了探究教学法的创新和实施有可能改变高等教育的性质。本文的目的是探索支持高等教育教学和评估的创新。高等教育的教学和评估需要创新,这就要求对高等教育的正统分析进行根本性的转变。促进教学和评估理论的创新和变化有可能导致更多的教师使用探究性教学法。本文以研究为基础,通过决策理论模型提出,高等教育工作者必须从根本上转变对教学和评估的观点或理论视角。在发展这篇基于研究的文章中采用了一种溯因的方法。该研究为高等教育教育工作者的专业发展和学习提供了积累的见解,并为向创新和综合教学和评估过渡提供了建议。
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引用次数: 1
Multi-Stage Intermediation in Display Advertising 展示广告中的多阶段中介
Pub Date : 2019-08-17 DOI: 10.2139/SSRN.2661459
S. Balseiro, Ozan Candogan, Huseyin Gurkan
We consider a setting where an advertiser seeks to acquire an impression from an advertising exchange through a chain of intermediaries, and provide a game theoretic model to study the mechanisms offered by strategic intermediaries when the advertiser’s value is private. We characterize the subgame perfect equilibrium of the game among intermediaries within a practically relevant class of mechanisms, and show that economic incentives are not necessarily aligned along the chain, i.e., profit-maximizing intermediaries have incentives to shade bids and not to allocate impressions, even when profitable for their customers. We also provide the equilibrium mechanisms and profits in closed-form for cases where the advertiser has (i) exponential, (ii) Pareto, (iii) uniform value distribution. Our results indicate that when the advertiser has exponential value distribution, the expected profits of all intermediaries are identical. On the other hand, for Pareto and uniform distributions, downstream and upstream intermediaries have higher profits, respectively. This result indicates that the position in the intermediation process has a significant impact on the profits of the intermediaries, and the most profitable position depends on the underlying value distribution. Moreover, we extend our characterization to tree networks and analyze the impact of different network structures on the profits of intermediaries and the seller’s revenue.
我们考虑了广告主通过一系列中介机构寻求从广告交易中获得印象的情况,并提供了一个博弈论模型来研究当广告主的价值是私有的时,战略中介机构提供的机制。我们在一个实际相关的机制类别中描述了中介之间博弈的子博弈完美均衡,并表明经济激励不一定沿着链条对齐,即,利润最大化的中介有影响出价的动机,而不是分配印象,即使对他们的客户有利可图。对于广告主具有(i)指数分布,(ii)帕累托分布,(iii)均匀价值分布的情况,我们还提供了封闭形式的均衡机制和利润。我们的研究结果表明,当广告主的价值呈指数分布时,所有中介机构的预期利润是相同的。另一方面,对于帕累托分布和均匀分布,下游和上游中介机构分别具有更高的利润。这一结果表明,中介机构在中介过程中的位置对中介机构的利润有显著影响,而最有利可图的位置取决于潜在的价值分布。此外,我们将我们的表征扩展到树网络,并分析了不同网络结构对中间商利润和卖方收入的影响。
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引用次数: 4
The SMEs' Technology Acceptance of Digital Media for Stakeholder Engagement 中小企业对数字媒体的技术接受度与利益相关者参与
Pub Date : 2019-08-15 DOI: 10.1108/JSBED-02-2018-0042
M. Camilleri
PurposeSmall and medium sized enterprises (SMEs) are increasingly communicating and interacting with stakeholders through digital media. Therefore, the purpose of this paper is to investigate the SME owner-managers’ attitudes toward the pace of technological innovation, and it examines their perceived use and ease of digital media for stakeholder engagement.Design/methodology/approachThe research methodology integrated measuring items from the technology acceptance model, the pace of technological innovation and corporate social responsibility, to better understand the SME owner-managers’ rationale for using digital media. The respondents were expected to reveal their attitudes toward commercial, ethical and social responsibilities.FindingsA factor analysis indicated that the SME owner-managers were perceiving the usefulness of digital media to engage with marketplace stakeholders. Whilst, a stepwise regression analysis reported positive and significant relationships between the pace of technological innovation and the SMEs’ perceived usefulness of digital media for communication purposes. The results also revealed that young owner-managers from large SMEs were more likely to utilize digital media than their smaller counterparts.Originality/valueThis contribution implies that both small and micro businesses are utilizing digital media to improve their stakeholder engagement. This study indicates that the pace of technological innovation, the SMEs’ perceived ease of use of digital media, as well as their commercial responsibility were significant antecedents for the SMEs’ online communication.
目的中小企业越来越多地通过数字媒体与利益相关者进行沟通和互动。因此,本文的目的是调查中小企业业主经理对技术创新速度的态度,并考察他们对数字媒体对利益相关者参与的感知使用和易用性。设计/方法/方法研究方法综合了技术接受模式、技术创新步伐和企业社会责任的测量项目,以更好地了解中小企业业主经理使用数字媒体的理由。受访者被要求透露他们对商业、道德和社会责任的态度。因子分析表明,中小企业的业主经理意识到数字媒体在与市场利益相关者接触方面的有用性。同时,逐步回归分析报告了技术创新速度与中小企业对数字媒体用于传播目的的有用性之间的积极和显著关系。结果还显示,来自大型中小企业的年轻业主经理比他们的小型同行更有可能使用数字媒体。独创性/价值这一贡献表明,小型和微型企业都在利用数字媒体来提高其利益相关者的参与度。研究发现,技术创新的速度、中小企业对数字媒体使用的易用性以及他们的商业责任是影响中小企业网络传播的重要因素。
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引用次数: 59
Impact of Free Shipping Threshold on PC and Mobile Channels: Evidence from an Online Retailer 免运费门槛对PC和移动渠道的影响:来自在线零售商的证据
Pub Date : 2019-07-25 DOI: 10.2139/ssrn.3426616
Fujie Jin, Fei Gao, Jianbin Li
Many online retailers offer free shipping services if customers spend more than a threshold amount. We use a unique transaction-level dataset from a large online retailer to study the impacts of free shipping threshold on consumer shopping behavior across two different online channels, mobile and PC channels. Specifically, we focus on customer order padding behavior, i.e., strategically adding items to a shopping cart to qualify for free shipping. We find that customers are more likely to pad their orders on the PC channel than on the mobile channel. We attribute this impact to the different search cost on the two channels. Furthermore, we find that the way customers pad their orders is different. Specifically, in order to increase basket size, customers on the mobile channel rely more on buying a larger quantity of the same item, while users placing their order on the PC channel prefer to add new products to the shopping cart and/or to purchase higher-priced substitutes.
许多在线零售商提供免费送货服务,如果顾客消费超过一个门槛。我们使用来自一家大型在线零售商的独特交易级数据集来研究免费送货门槛对两种不同在线渠道(移动和PC渠道)消费者购物行为的影响。具体来说,我们关注客户订单填充行为,即战略性地将商品添加到购物车中以获得免费送货资格。我们发现客户更有可能在PC渠道而不是移动渠道下订单。我们将这种影响归因于两个渠道的不同搜索成本。此外,我们发现客户填写订单的方式是不同的。具体来说,为了增加购物篮大小,移动渠道的客户更多地依赖于购买更多数量的同一商品,而在PC渠道下订单的用户更倾向于将新产品添加到购物车中和/或购买价格更高的替代品。
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引用次数: 3
Dealing with Intellectual Property (IP) Landmines: Defensive Measures to Address the Problem of IP Access 应对知识产权地雷:解决知识产权获取问题的防御措施
Pub Date : 2019-07-10 DOI: 10.2139/ssrn.3432040
Jiyoon Chung, Annika Lorenz, Deepak Somaya
Abstract Intellectual property (IP) rights have become an important strategic battleground, in which IP owners increasingly build barriers that impede firms from operating in the marketplace. Although research has examined property preemption as one approach to defend against being blocked by others’ IP, a broader palette of defensive IP measures to address problems of missing access to external IP has received less scrutiny. In quantitative analyses of a representative survey of German firms, we find that key firm-level attributes—firm scope, innovation expenses, product innovation, collaboration breadth, and use of patents—are associated with a need to use such defensive IP measures. We also examine the firm-level attributes associated with a firm’s choice among eight possible types of strategies for IP defense, and how certain types of defensive IP measures are systematically interrelated in use. Qualitative interviews with seventeen intellectual property practitioners complement, and help to interpret, our quantitative findings. Implications for future research, and for managers and policymakers are discussed.
知识产权已经成为一个重要的战略战场,知识产权所有者越来越多地建立阻碍企业在市场上运作的壁垒。尽管已有研究将财产抢占作为一种防止被他人知识产权封锁的方法,但解决无法获得外部知识产权问题的更广泛的防御性知识产权措施受到的审查较少。在对德国企业代表性调查的定量分析中,我们发现企业层面的关键属性——企业范围、创新费用、产品创新、合作广度和专利使用——与使用此类防御性知识产权措施的需求有关。我们还研究了与企业在八种可能的知识产权防御策略中选择相关的企业层面属性,以及某些类型的知识产权防御措施在使用中如何系统地相互关联。对17位知识产权从业人员的定性访谈补充并有助于解释我们的定量研究结果。讨论了对未来研究的启示,以及对管理者和决策者的启示。
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引用次数: 6
The Impact of ICT Practices in Small and Medium Enterprises in Harare, Zimbabwe 信息通信技术实践对津巴布韦哈拉雷中小企业的影响
Pub Date : 2019-07-01 DOI: 10.2139/ssrn.3412907
Anthony Tapiwa Mazikana, Rangarirai Mudziso
The discussion of information technology has been a major concern in SMEs businesses over recent decades. There tend to be a considerable information technology (ICT) knowledge base which exists in Zimbabwean SMEs though there have been no comprehensive studies on ICT which has been conducted. ICT has become a strategic issue in small and medium enterprises (SMEs) in the transport sector in Harare. However, ICT practices by SMEs in Harare, Zimbabwe are currently unknown. It is against this background that this study investigated ICT practices in small to medium enterprises in Harare, Zimbabwe. This study sought to establish the meaning attached to ICT by SMEs in the transport sector in Harare, Zimbabwe, establish the factors that influence the adoption of ICT in SMEs, establish the extent to which SMEs in the transport sector in the transport sector are using ICTs in their businesses or to enhance the sustainability of their business operation and to examine the challenges by SMEs in the transport sector in adopting ICT practices by SMEs in the transport sector in Harare, Zimbabwe. The literature on ICT showed that the following areas have not been explored: the meaning attached to ICT by SMEs in the transport sector in Harare, Zimbabwe is currently unknown, the impact of ICT on SMEs in the transport sector in Harare, Zimbabwe is currently unknown. Data for this study was collected through 220 questionnaires and six semi-structured and open-ended interviews with owner-managers of SMEs in the Harare Region of Zimbabwe. The systematic random sampling method was adopted to select respondents for quantitative research while the purposive method was used to select respondents for qualitative research. The SPSS version 21.0 was adopted to analyze quantitative data while the reduction method was adopted for qualitative data. Findings reveal that there is no standard meaning for ICT in Harare, Zimbabwe. SMEs in Harare consider ICT as having no quantifiable benefits. Legal, economic and ethical factors motivate SMEs in the transport sector in Harare to engage in ICT. SMEs in Harare, Zimbabwe engage in legal, economic and ethical ICT activities. Money, weak legislation and managerial attitudes are major barriers to ICT practice by SMEs in the transport sector in Harare, Zimbabwe.
近几十年来,关于信息技术的讨论一直是中小企业关注的主要问题。津巴布韦中小企业往往有相当多的信息技术(ICT)知识库,尽管没有对ICT进行过全面的研究。信息通信技术已成为哈拉雷运输部门中小企业的战略问题。然而,津巴布韦哈拉雷中小企业的信息通信技术实践目前尚不为人所知。正是在这种背景下,本研究调查了津巴布韦哈拉雷中小型企业的信息通信技术实践。本研究试图建立中小企业的意义在ICT交通部门在哈拉雷,津巴布韦,建立影响因素采用ICT在中小企业中,建立中小企业的程度在交通部门的交通部门使用信息通信技术在他们的业务或加强他们的业务操作和检查的可持续性挑战运输行业的中小企业在中小企业采用ICT实践的交通部门在哈拉雷,津巴布韦。关于ICT的文献表明,以下领域尚未进行探讨:目前尚不清楚津巴布韦哈拉雷运输部门中小企业对ICT的含义,ICT对津巴布韦哈拉雷运输部门中小企业的影响目前尚不清楚。本研究的数据是通过220份问卷和对津巴布韦哈拉雷地区中小企业的业主经理进行的6次半结构化和开放式访谈收集的。定量研究采用系统随机抽样法选取被调查者,定性研究采用目的法选取被调查者。定量数据采用SPSS 21.0版分析,定性数据采用约简法。调查结果显示,在津巴布韦哈拉雷,ICT没有标准的含义。哈拉雷的中小企业认为信息通信技术没有可量化的好处。法律、经济和道德因素促使哈拉雷运输部门的中小企业参与信息通信技术。津巴布韦哈拉雷的中小企业从事法律、经济和道德的信息通信技术活动。资金、薄弱的立法和管理态度是津巴布韦哈拉雷运输部门中小企业实施信息通信技术的主要障碍。
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引用次数: 0
Two Faces of Novelty: Idea Selection in Crowdsourcing Challenges 新奇的两种面貌:众包挑战中的创意选择
Pub Date : 2019-06-30 DOI: 10.2139/ssrn.3412593
T. Eapen, Rajdeep Grewal
The selection of novel ideas is vital to the development of truly innovative products. Firms often turn to idea crowdsourcing challenges, in which both ideators and the seeker firms participate in the idea selection process. Yet prior research cautions that ideators and seeker firms may not select novel ideas. To address the links between idea novelty and selection, this study proposes a bi-faceted notion of idea novelty and probes the role of task structure. Novelty may be local or global, in line with information processing literature. Using semantic analyses of data on 12,079 ideas shared on OpenIDEO during 47 contests held between 2010–2017, the authors find that the selection of novel ideas differs according to the selector, the form of novelty, and the challenge task structure. The results help explain some paradoxical findings in previous studies, with key implications for both ideators and seeker firms. In particular, this research uses measures of local and global novelty, along with additional linguistic measures, to produce a predictive model that seeker firms can leverage when ideator selection metrics such as likes are unavailable.
选择新颖的想法对于开发真正创新的产品至关重要。公司经常转向创意众包挑战,在这种挑战中,创意者和寻求者公司都参与到创意选择过程中来。然而,先前的研究警告说,创意者和寻求者公司可能不会选择新颖的想法。为探讨创意新颖性与选择之间的关系,本研究提出了创意新颖性的双重概念,并探讨了任务结构的作用。新颖性可能是地方性的,也可能是全球性的,这与信息处理文献一致。通过对OpenIDEO在2010-2017年间举办的47场竞赛中分享的12,079个创意数据进行语义分析,作者发现,根据选择器、新颖性形式和挑战任务结构,新创意的选择有所不同。这些结果有助于解释之前研究中一些自相矛盾的发现,对创意者和寻求者公司都具有重要意义。特别是,这项研究使用了本地和全球新颖性的衡量标准,以及额外的语言衡量标准,以产生一个预测模型,当寻找者选择指标(如点赞)不可用时,公司可以利用这个模型。
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引用次数: 1
Study of Monthly Supplier Evaluation Scorecard Parameters of Indian Car Manufacturing Industry 印度汽车制造业月度供应商评价记分卡参数研究
Pub Date : 2019-05-31 DOI: 10.34218/JOM.6.3.2019.006
Anand Patil, Dr. Jyoti Gogte
Growing automobile industry, make in India initiatives from government of India and increasing challenges of competitiveness has made supplier selection and periodic evaluation process more complex. In this paper, focus is given on periodic supplier evaluation scorecard parameters. The perceptions of experts from Indian car manufacturing industry are studied to understand their views on these parameters. lso studied the impact of variables like respondent’s age, qualification, experience, department, designation, geographical location (region) and type of organization (OEM/Supplier) on these parameters. This study will be helpful to car manufacturing industry in India to understand the perceptions within industry about monthly supplier evaluation scorecard parameters. This in turn will help in improving monthly supplier evaluation scorecard systems and supplier performance.
不断发展的汽车工业、印度政府的“印度制造”计划以及日益增加的竞争力挑战使得供应商选择和定期评估过程变得更加复杂。本文重点讨论了供应商定期评估计分卡的参数。研究了印度汽车制造业专家的看法,了解他们对这些参数的看法。并研究了受访者的年龄、资质、经验、部门、职称、地理位置(地区)、组织类型(OEM/Supplier)等变量对这些参数的影响。本研究将有助于了解印度汽车制造业对月度供应商评估记分卡参数的看法。这反过来将有助于改善每月供应商评估记分卡系统和供应商绩效。
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引用次数: 0
IP Policies for Large Bioresources: The Fiction, Fantasy and Future of Openness 大型生物资源的知识产权政策:开放的虚构、幻想和未来
Pub Date : 2019-05-24 DOI: 10.2139/ssrn.3393493
K. Liddell, J. Liddicoat, M. Jordan
Much research in synthetic biology (SB) and genomics (Gx) is reliant on the use of large-scale collections of biological materials and data, often referred to as ‘biobanks’ or ‘bioresources’. Following substantial investment in the form of time, money, and personnel, some of these bioresources have reached a point where they can be regularly accessed by researchers and can realistically hope to facilitate innovation. At the same time, their maturity brings several challenges including how to promote access, ensure stewardship, and address financial sustainability. All these facets must be managed for on-going utility. Access promotes the likelihood of significant scientific findings and avoids under-utilisation; stewardship earns trust from sample donors and funders; and sustainable sources of income are crucial if the bioresources are to serve as infrastructure (rather than projects) and assist with longitudinal studies. A key part in managing these challenges – much less studied than issues of consent, return of incidental findings, and researchers’ eligibility for access – is the stance taken by large bioresources on intellectual property (IP) and financial conditions of access. Acquisition, ownership and sharing of intellectual property in life sciences is ethically charged, and financial conditions of access are controversial where they preclude or discourage external researchers from using the bioresource. There is limited guidance available for developing such policies in the fields of Gx and SB . Moreover – and this goes to the heart of this chapter – discussion of IP and business models for bioresources is a topic that falls in the shadow of hyperbole about openness.

This chapter aims to bring the issue of IP policies for large bioresources out of the long shadows of rhetoric about openness. It will highlight two fictions: first, that the idea of openness is clearly defined; and second, that organisations are committed to openness. It will also highlight the fantasy that harmonisation of bioresources’ access policies is feasible and desirable. The chapter will conclude by outlining future research to improve openness and intellectual property policies for large Gx and SB bioresources.
合成生物学(SB)和基因组学(Gx)的许多研究依赖于大规模收集生物材料和数据的使用,这些材料和数据通常被称为“生物银行”或“生物资源”。在时间、金钱和人力方面的大量投入之后,这些生物资源中的一些已经达到了研究人员可以定期访问的程度,并且可以切实地希望促进创新。与此同时,它们的成熟也带来了一些挑战,包括如何促进获取、确保管理和解决财务可持续性问题。必须对所有这些方面进行管理,以实现持续的效用。获取促进重大科学发现的可能性,并避免利用不足;管理工作赢得样本捐赠者和资助者的信任;如果生物资源要用作基础设施(而不是项目)并协助纵向研究,可持续的收入来源是至关重要的。管理这些挑战的一个关键部分是大型生物资源在知识产权和获取的财务条件方面所采取的立场。这些挑战比同意、附带发现的归还和研究人员的获取资格等问题得到的研究要少得多。生命科学知识产权的获取、所有权和共享涉及伦理问题,获取知识产权的财务条件也存在争议,因为这些条件阻碍或阻碍了外部研究人员使用生物资源。在Gx和SB领域制定此类政策的指导意见有限。此外——这也是本章的核心——关于生物资源的知识产权和商业模式的讨论是一个笼罩在夸大开放的阴影下的话题。本章旨在将大型生物资源的知识产权政策问题从开放言论的长期阴影中带出来。它将强调两种虚构:第一,开放的概念是明确定义的;第二,各组织都致力于开放。它还将突出一种幻想,即生物资源获取政策的协调是可行和可取的。本章最后将概述未来的研究,以提高大型Gx和SB生物资源的开放性和知识产权政策。
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引用次数: 0
A Study of ERP as a Change Management Tool in Manufacturing Companies ERP作为制造企业变革管理工具的研究
Pub Date : 2019-04-30 DOI: 10.34218/jom.6.2.2019.013
S. Gunjal, J. Gogte
Manufacturing Companies today are constantly in search for ways to achieve better business performance and sustain competitive advantages through effective deployment of resources and business processes. To improve business performance, Manufacturing Companies require an efficient planning and control system that synchronizes planning of all processes across the industry. Enterprise Resource Planning (ERP) provides a centralized framework for all data and processes of an industry. It integrates all aspects of a business from planning to inventory control, manufacturing, sales, marketing, finance, customer service and human resources. Manufacturing Companies undertake ERP implementations to achieve tangible benefits including a significant return on investment. Accordingly the most common benefit of Manufacturing Company is for an increase in response time due to better availability of information. Another common benefit is increase in interaction across the company, integration of business operations/processes, improved interaction with customers, reduced direct operating and labour costs, reduced IT maintenance costs, improved lead-time, improved inventory levels and improved interaction with suppliers. A study was undertaken to assess impact of ERP as a Change Management Tool in Manufacturing Companies. This article presents the key findings, conclusions and suggestions. On an overall basis the study has clearly demonstrated that ERP works as a change management tool in manufacturing companies. This, however to happen, calls for adoption of certain factors that facilitate the change management process. ERP is a major transition from legacy systems to an integrated platform. Such transitions are not easy. However, if the CSFs are duly taken care of, the implementation can be successful and beneficial in terms of tangible results both at the macro and micro level. At the same time companies need to take care of the gaps in the ERP implementation.
今天的制造公司不断地寻求通过有效地部署资源和业务流程来实现更好的业务绩效和保持竞争优势的方法。为了提高业务绩效,制造公司需要一个有效的计划和控制系统来同步整个行业的所有流程的计划。企业资源规划(ERP)为行业的所有数据和流程提供了一个集中的框架。它整合了企业的各个方面,从计划到库存控制、制造、销售、营销、财务、客户服务和人力资源。制造企业实施ERP是为了获得切实的利益,包括可观的投资回报。因此,制造公司最常见的好处是由于更好的信息可用性而增加了响应时间。另一个共同的好处是增加了整个公司的交互,集成了业务操作/流程,改进了与客户的交互,减少了直接操作和劳动力成本,降低了IT维护成本,改善了交货时间,改善了库存水平,并改善了与供应商的交互。一项研究进行了评估ERP作为变革管理工具在制造公司的影响。本文介绍了主要发现、结论和建议。总体而言,该研究清楚地表明,ERP作为变革管理工具在制造企业中起作用。然而,要做到这一点,就需要采用某些促进变革管理过程的因素。ERP是从遗留系统到集成平台的重大转变。这样的转变并不容易。但是,如果适当地照顾到可持续发展基金,就宏观和微观两方面的实际结果而言,执行工作可以是成功和有益的。与此同时,公司需要注意ERP实施中的差距。
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引用次数: 4
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Innovation & Management Science eJournal
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