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技術知識特質、產品開發團隊與組織動態能耐關係之研究 / The effects of technological knowledge and product development on organizational dynamic capability涂瑞德, Twu, Ruey-Der Unknown Date (has links)
本研究主要透過新產品開發專案﹐探討技術知識特質、產品開發團隊與組織動態能耐之關係。研究範圍以台灣光資訊產業產品創新表現優秀的企業為主﹐深入訪談其產品開發專案負責人與核心成員﹐瞭解其產品開發的歷程﹐與組織動態能耐累積的過程。研究結果顯示技術知識生命週期會影響組織知識吸收,當技術知識生命週期位於初生期時,廠商傾向於從大學或研究機構吸收新的知識; 而當技術知識生命週期位於成熟期時,廠商傾向於從零件供應商吸收新的知識。技術知識路徑相依度會影響組織進行知識創造的團隊類型, 當組織進行新技術的研究發展時﹐組織傾向於使用「自主型團隊」進行組織知識創造; 當組織進行激進式創新﹐組織傾向於使用「重型團隊」進行組織知識創造; 當組織進行平台式創新﹐組織傾向於使用「輕型團隊」進行組織知識創造; 當組織進行改良式創新﹐組織傾向於使用「功能型團隊」進行組織知識創造。技術知識複雜程度會影響組織知識蓄積,當技術知識複雜程度高時﹐組織傾向於透過「文件」來蓄積組織知識,反之,當技術知識複雜程度低時﹐組織傾向於透過「人員」來蓄積組織知識。在團隊特質部份﹐當團隊開放性越高越有利於組織知識吸收﹔當團隊自主性越高越有利於組織知識創造﹔當團隊共事經驗越多越有利於組織知識蓄積。至於台灣光資訊產業組織動態能耐累積的模式依照創新類型與能耐來源﹐可以分為1.自主虛擬模式﹔2.自主內部研發模式﹔3.系統合作模式。另外對組織知識吸收能耐的長期投資將有助於組織動態能耐的累積。而台灣光資訊產業的創新類型﹐依零件與架構層次的學習來看﹐主要展現在「漸增式學習」與「架構式學習」的創新類型。至於台灣光資訊產業的創新特色表現則在對於零件應用能力的優異表現﹐而創新表現較佳的產品開發專案多採用「模組式」產品開發程序來縮短產品開發時間。 / This study inquired how technological knowledge and product development influences organizational dynamic capability. We interviewed some project leader or members who are responsible for new product development in the Taiwanese optoelectronics industry to understand the process of product innovation and accumulation of organizational dynamic capability.Our findings show that the life cycle of technological knowledge will influence knowledge absorption of the firm. When the stage of the life cycle is in embryo, knowledge absorption of the firm.
When the firm is inclined to absorb new knowledge from universities or research institutes. Otherwise, when the stage of the life cycle becomes mature, the firm is inclined to absorb new knowledge from component suppliers. Faced with different path dependence of technological knowledge, the firm will organize different project teams to facilitate organizational knowledge creation. The "Autonomous team" usually focus on researching and developing new technology; the "Heavyweight team" on radical innovation; the "Lightweight team" on platform innovation; and the "Functional team" on incremental innovation.
The complexity of technological knowledge will decide how the firm stores its knowledge. High complexity of technological knowledge will make the firm store its knowledge through documents; otherwise it will be stored through people.
The openness of the project team promotes knowledge absorption and high autonomy of project team is beneficial to knowledge creation within the organization. More redundancy among team members facilitates the storage of organizational knowledge. From the point of innovation pattern and sources of capability, we find three types of grouping the accumulation of organizational dynamic capability: Type I is called "autonomy-virtual"; Type II is called "autonomy-in-house" and Type III is called "system-corporate". Our results also demonstrate that
most product innovation in Taiwanese optoelectronics ndustry
focus on "incremental learning" and "architectural earning". They use the "modular" product development model to shorten product development time and strengthen performance in the application of key components.
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從能力觀點探討製造業服務化趨勢−以扣件產業為例 / An exploration of servitization from the capability perspective – cases of the fastener industry王閔泰, Wang, Min Tai Unknown Date (has links)
如製造業欲實行製造業服務化概念,第一步總是最難決定。因此,這項研究的目的是提供台灣扣件產業對於製造業服務化概念,一個實際採行內容分析。本研究採用動態能耐和作業性能耐為主要兩大構面的一個研究框架,這是由Gebauer等人在2012)所發展的分析框架。本研究探討企業如何在開始抓住機遇,感測機遇和重新配置企業資源。這項研究希望能發現有關企業如何運營再結構化組織企業能耐以支撐企業戰略。對作業面能耐,重點在於企業文化,績效評估系統,人力資源,創新過程和組織結構。
動態能耐和作業性能耐作為本研究中的框架。動態能力可以分為三個部分,感知和形狀的機會和威脅,抓住機遇,通過加強和重新配置企業的無形資產和有形資產,以保持競爭力。在這項研究中,發現是該產品為導向的製造商只有在創建關鍵資源的價值和再分配融入企業文化。此外,產品為導向的生產廠家應建立在製造業和非製造業部門的評估程序。在另一方面,以結果為導向的製造商重新分配所有資源的組織中為他們的客戶提供卓越的使用體驗,還建立了一套服務面和非服務面衡量績效指標系統。此外,結果為導向的製造業會執行的品牌建立和通路經營的,支持企業戰略。此外,台灣扣件產業能夠了解自身擁有的能耐之餘,並知悉如何踏實地實行製造業服務化。
有兩個理由說明這項研究的標的,選擇台灣扣件產業。首先,扣件產業在台灣擁有完整從上下游完整供應鏈。其次,其中在台灣一些扣件製造廠商已經成功執行製造業服務化,以加強於非價格競爭的競爭力。研究結果可分為,從能耐的角度具體探討執行內容,產品導向的服務以及結果為導向的服務之間的實際經驗。此外,這項研究指出兩種類型的產品服務化系統之間的相似與相異的能耐。
然而,這項研究的限制是,它僅選擇扣件產業。未來的研究方向可能會選擇其他行業的情況下,試圖找出這些行業中,對於製造業服務化,所需要能耐的相似性及長期觀察下,能耐擁有是否改變。 / As manufacturer adopts servitization to add value by adding services on their current value chain, the first step is always the hardest one. Thus this research aims to offer Taiwanese fastener industry insights to develop servitization. Moreover, it studies and recognizes what the key capabilities are that companies should have. This research uses the dynamic capability and operational capability, which were developed by Gebauer et al (2012) as the analytic framework. This research explores how enterprises initiate in seizing opportunities, sensing opportunities and reconfiguring corporate resources from dynamic capability perspective. Within the interview, this research hopes to discover findings on how business operations support corporate strategy. The research interview focuses on corporate culture, performance measurement systems, human resources, innovation process and organizational structures of operational capability perspective.
There are two reasons why this research is focused on Taiwan’s fastener industry. Firstly, the fastener industry in Taiwan has a complete supply chain from upstream to downstream with an industry cluster. Secondly, some traditional industries such as fastener industry have adopted servitization to enhance the competitiveness for non-price competition. The results of the interviews include the capabilities that servitized companies have with the capability framework. Furthermore, the findings include practical experiences between product-oriented service and result-oriented service from capability perspective. This research also identifies the differences and similarities capabilities between two types of product-service system.
Dynamic capability and operational capability are used as a framework within this research. Dynamic capability can be divided into three parts, to sense and shape opportunities and threats, to seize opportunities, and to maintain competitiveness through enhancing and reconfiguring the business enterprise’s intangible and tangible assets. During this research, the findings were that that product-oriented manufacturers only integrate corporate culture in value creation and reallocation of the key resources. In addition, product-oriented manufacturers should establish procedures for evaluation on manufacturing and non-manufacturing departments. On the other hand, the result-oriented manufacturers re-allocate all resources among the organization for a superb usage experience for their customers and also establish a set of service and non-service performance indicators for measurement systems. Additionally, the result-oriented company executes brand building and operates channels to support corporate strategy. Also, the Taiwanese fastener industry can ensure their own company's capabilities and understand how to perform servitization practically.
However, this research focuses on the contents of capabilities that the companies initiate for servitization. The restriction of this research is that it only chooses the fastener industry. Future research directions may choose other industries as cases and try to find out similarities of capabilities for servitization among those industries.
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Project portfolio management for product innovation in service and manufacturing industriesKillen, Catherine P January 2008 (has links)
Thesis (PhD) -- Macquarie University, Macquarie Graduate School of Management, 2008. / Bibliography: p. 301-327. / Introduction -- Literature review -- Methodology and phase 1 research design -- Phase 1 findings -- Phase 2 research design -- Phase 2 findings -- Conclusions and implications. / This research examines the relationship between innovation project portfolio management (IPPM) capabilities and competitive advantage. Innovation projects - or projects for the development of new products - are of escalating importance in an increasingly competitive, globalised and deregulated environment characterised by shortening product lifecycles and dynamic markets. IPPM capabilities aim to improve the success rates for product innovation activities by providing a holistic and responsive decision-making environment to maximise the long-term value of innovation investments across the portfolio of innovation projects. This research takes a wide view and investigates the overall rganisational capability for the management of the innovation project portfolio. -- Successful product innovation is no longer primarily a concern of manufacturing-based industries - product development in service industries is a growing endeavour in an increasingly important industry. Therefore this research includes service product development environments and is the first to extend beyond the traditional manufacturing industry base for IPPM research. This is also the first study to investigate IPPM capabilities in Australia. -- A pragmatic perspective guides a two-phase study encompassing a quantitative survey and a qualitative multiple-case study, the combination of methods providing a deeper level of understanding than could be achieved by either method alone. Findings support prior IPPM studies and suggest a positive relationship between structured IPPM capabilities and improved new product outcomes. The research highlights similarities and differences between service and manufacturing environments, and suggests future challenges will result from the increasing blurring of the boundaries between service and manufacturing industries. This research adopts a 'dynamic capabilities' perspective and draws on organisational learning theory to investigate the path-dependent nature of IPPM capability development. It adds to the understanding of how IPPM capabilities work with the resource base and contribute to competitive advantage. The findings of the research are presented in a maturity model and several conceptual models, and areas for future research are identified. / Mode of access: World Wide Web. / xxvii, 436 p. ill. (some col.)
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The role of procurement in creating supply chain resiliencePereira, Carla Roberta 30 October 2014 (has links)
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Previous issue date: 2014-10-30 / Financiadora de Estudos e Projetos / Achieving resilience along the supply chain in today's turbulent business environment requires efforts from both internal and external elements of the company. Because Procurement is currently considered a boundary spanning function, it has become a primary facilitator in helping to create supply chain resilience. The purpose of this study is therefore to understand the role of Procurement in managing the intra- and inter-organisational issues needed to create supply chain resilience. To do so, a literature review was developed by following the systematic literature review method in which intra- and inter-organisational issues that could impact supply chain resilience were identified. These issues were grouped into eight general topics: knowledge acquired, inventory, product and technology for intraorganisational issues; and strategic sourcing, supply chain design, transportation and risk for inter-organisational issues. Dynamic capability (DC) view was also reviewed to offer a deeper analysis and fresh perspective on the empirical results. A multiple case study was conducted in four focal companies from different sectors, including two key suppliers from each one. After all interviews were transcribed, the data was added to the QDA Miner software in order to conduct a content analysis of within-cases and, subsequently, cross-case analysis. Following the theory elaboration defined by Ketokivi and Choi (2014), propositions were developed based on the empirical and theoretical findings through the rationale of the dynamic capability view. As a result, procurement structure and external inventory were found as additional organisational issues, and a new rationale is proposed to explain how Procurement can create supply chain resilience through dynamically managing and controlling the identified organisational issues. The primary theoretical contribution of this research is applying a new perspective to the issue of resilience. The development of these capabilities may help Procurement managers to better cope with current critical supply disruptions and hence help to achieve company survival and competitiveness. / A busca pela resiliência nas cadeias de suprimentos, hoje inseridas em ambientes cada vez mais dinâmicos, requer esforços tanto internos quanto externos às empresas. Como grande parte do risco de ruptura da cadeia de suprimentos se encontra à montante da empresa focal, Compras tem se tornado uma função crítica; principalmente por ser responsável pela solução de conflitos e problemas entre clientes internos e fornecedores. No entanto, pouco se sabe sobre como Compras gerencia esses recursos de forma a lidar com rupturas de suprimentos. O objetivo deste estudo é compreender o papel de Compras na gestão de fatores (internos e externos), de modo a criar resiliência da cadeia de suprimentos. Para tanto, uma revisão teórica foi desenvolvida por meio do método de revisão sistemática da literatura. Neste, fatores internos e externos que podem impactar a resiliência na cadeia de suprimentos foram identificados e agrupados em oito pontos gerais: conhecimento adquirido, estoque interno, produto e tecnologia para pontos internos; e estratégia de suprimentos, configuração da cadeia, transporte e risco para pontos externos. Uma revisão sobre a teoria das capacidades dinâmicas foi também realizada, com intuito de oferecer uma análise mais aprofundada dos resultados obtidos na pesquisa empírica. De forma a completar a compreensão destes pontos, um estudo multicaso foi realizado em quatro empresas de diferentes setores, além de incluir dois fornecedores de cada empresa. Após a transcrição de todas as entrevistas, estas foram inseridas no software QDA Miner para a realização da análise de conteúdo caso a caso e intercasos. Seguindo a orientação de Ketokivi e Choi (2014), foram desenvolvidas proposições a partir da revisão bibliográfica e da análise dos dados empíricos dentro do contexto da teoria de capacidades dinâmicas. Observou-se que a estrutura de Compras e a presença de estoque externo foram apontadas como fatores adicionais. É apresentada também uma nova lógica para explicar como Compras pode criar resiliência na cadeia de suprimentos por meio de uma gestão dinâmica dos pontos-chave identificados sob a lente teórica. Tal resultado é caracterizado como principal contribuição teórica deste estudo. Em termos gerenciais, o desenvolvimento destas capacidades podem ajudar gerentes de Compras a reagirem às rupturas críticas de suprimentos, garantindo a competitividade e a sobrevivência da empresa.
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The Dawn of a New Era : A Case Study of an Incumbent Car Manufacturer’s Transition to Electric CarsModiri, Yashar, Olsson, Oskar January 2020 (has links)
How do firms tend to their current viability while remaining competitive in the long-term? This question lays out the basis for this thesis by highlighting their conflicting logics through the concept of organizational ambidexterity. Literature makes a distinction between competing in mature markets and existing technologies (exploitation) versus new markets and new technologies (exploration). The preponderance of studies shows that, as firms grow larger, they tend to form core rigidities in their culture, structure and processes that hamper their efforts to adapt to the changing environment. By overemphasizing exploitative activities, future challenges or opportunities remain unexplored which can have a devastating effect in the event of radical, external changes. The cases of Nokia and Kodak should serve as cautionary tales in this regard. The automotive industry is currently undergoing a transition to electric cars. We conduct a case study at Volvo Cars from a senior leadership perspective, to illustrate the importance of exploration and how it can be legitimized during an industry transformation. Our work points to three major findings. First, communicating the importance of the transformation with the rest of the organization is imperative to creating goal alignment. Secondly, interorganizational collaboration in R&D helps Volvo to tap into knowledge that resides outside the organization and thereby increasing the chances of a successful transition to electric cars. Thirdly, agile management contributes to knowledge diffusion and is a powerful tool to counter organizational inertia by adding to firms’ speed and responsiveness, making them act more similarly to smaller, entrepreneurial firms.
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[en] ENERGY TRANSITION: STRATEGIES AND BUSINESS MODEL IN THE OIL AND GAS INDUSTRY / [pt] TRANSIÇÃO ENERGÉTICA NO BRASIL: ESTRATÉGIAS E MODELOS DE NEGÓCIO NA INDÚSTRIA DE PETRÓLEO E GÁSSERGEI ANTONIO DE F BESERRA 09 June 2021 (has links)
[pt] Transição energética é um fenômeno global que vem sendo acelerado pela necessidade de combate à mudança climática, com fortes condicionantes locais. No centro deste processo estão as empresas de petróleo e gás, que precisam definir como contribuirão no redesenho do setor energético. O Brasil possui uma matriz energética das mais limpas e um grande potencial para desenvolver novos modelos de negócio com base nas energias renováveis, especialmente biocombustíveis, solar e eólica. Por outro lado, o Pré-sal tem o potencial de transformar o Brasil numa província exportadora de Petróleo, que está em pleno crescimento, além de possuir uma demanda interna reprimida, para desenvolver um novo mercado local de gás. Neste contexto, este estudo teve como objetivo identificar quais estratégias e os modelos de negócio que estão sendo adotados pelas empresas de Petróleo e Gás, no contexto da Transição Energética, no Brasil. Para alcançar esse objetivo, utilizou-se uma abordagem qualitativa, através da análise de publicações setoriais e de relatórios empresariais, bem como de entrevistas com especialistas e gestores das empresas do setor. Esta abordagem permitiu identificar quatro tipos de estratégias e cinco modelos de negócios que estão sendo adotados localmente. O estudo permite ampliar a visão dos resultados e do valor que vem sendo alcançado pelos novos modelos de negócios com base nas energias renováveis, contrariando o senso comum de que eles são sempre deficitários. O estudo conclui evidenciando que os negócios em energias renováveis já são uma realidade, e que a transição energética local, pode se beneficiar da sinergia entre a indústria de petróleo e gás e a diversificação para as energias renováveis, sendo necessário para isso, um maior planejamento integrado entre os diversos setores envolvidos. / [en] Energy transition is a global phenomenon that has been accelerated by the need to combat climate change, with strong local conditions. At the center of this process are oil and gas companies, which need to define how they will contribute to the redesign of the energy sector. Brazil has one of the cleanest energy matrices and a great potential to develop new business models based on renewable energies, especially biofuels, solar and wind. On the other hand, the pre-salt has the potential to transform Brazil into an oil exporting province, which is in full growth, in addition to having a repressed domestic demand, to develop a new local gas market. In this context, this study aimed to identify which strategies and business models are being adopted by the Oil and Gas companies, in the context of the Energy Transition, in Brazil. To achieve this objective, a qualitative approach was used, through the analysis of sectorial publications and business reports, as well as interviews with specialists and managers of companies in the sector. This approach allowed us to identify four types of strategies and five business models that are being adopted locally. The study allows to broaden of the results vision and the value that has been achieved by the new business models based on renewable energies, contradicting the common sense that they are always in deficit. The study concludes by showing that the renewable energy business is already a reality, and that the local energy transition can benefit from the synergy between the oil and gas industry and the diversification towards renewable energies, being necessary for this, a greater integrated planning between the various sectors involved.
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Enhancing small business through mobile apps: a case study from Lagos, NigeriaOwoseni, Adebowale Oluropo 02 1900 (has links)
This thesis draws on the framework of dynamic capability (DC) in an effort to make sense of how small and medium scale enterprises (SMEs) use mobile apps in Lagos, Nigeria. There exists significant knowledge regarding the application of the DC framework in large firms but its application in smaller organisations has scarcely been researched. The knowledge of how SMEs use mobile apps is important at this time because it could help these SMEs compete favourably, despite unpredictable environments.
Based on pragmatic philosophy and a mixed-methods research approach, the research was conducted in two phases. The first phase of the research used qualitative methods to identify the absorptive, adaptive and innovative capabilities of SMEs in Lagos with a view to discover the extent to which mobile apps are used as enablers and/or drivers of these capabilities. The findings from 20 SMEs identified 15 DC constructs whose impact on SMEs could be enhanced using appropriated mobile apps. The SMEs manifest adaptive capabilities, mainly through using appropriated mobile apps. The SMEs manifest adaptive capabilities, mainly through customer feedback and referrals, and demonstrate absorptive capabilities through the repackaging and repricing of their goods and/or service offerings. The innovative capabilities of SMEs became evident through the imitation and adaptation of offerings.
The second phase of this research surveyed 1 162 SMEs in Lagos in an effort to validate the identified constructs through quantitative methods. Descriptive statistics of survey responses affirm the use of mobile apps by SMEs and it also indicated the underutilisation of mobile apps as a DC enabler. Further analysis, using covariance-based structural equation modelling (SEM) techniques and confirmatory factor analysis (CFA), explored the fitness of a conceptual SME model. The model assembled seven latent variables namely: mobile app usage, adaptive capability, absorptive capability, innovative capability, opportunity sensing ability, opportunity shaping ability and opportunity seizing ability. Subsequently, 15 hypotheses aimed at understanding the relationships between the variables were developed. The findings from the quantitative analysis revealed that mobile app usage increases the adaptive, absorptive and innovative capabilities of SMEs. The results failed to establish a direct relationship between mobile app usage and opportunity sensing, shaping and seizing abilities. Furthermore, the use of the adaptive capability in taking advantage of opportunities could not be generalised in SMEs’ context.
The research findings imply the existence of an untapped potential as far as the use of mobile apps by SMEs in Lagos is concerned. The findings suggest that SMEs in Lagos respond to opportunities by becoming innovative and they seldom exhibit innovation in order to create opportunities. Based on the heterogeneous nature of SMEs, it is difficult to suggest a clear-cut narrative as to how all SMEs should employ mobile apps to create and maximise opportunities. However, mobile apps could induce creativity when developed and applied to the contextual requirements of SMEs.
The outcome of this research reflects a multidisciplined research experience. The study contributed to IS through the creation of a model for investigating mobile app usage by organisations from a DC perspective. The conceptual model designed in this study could be adapted to investigate the way in which mobile app usage influences organisations in other contexts. The study contributed to the area of Information Systems by revealing the application of the DC framework to SMEs in contrast to the usual practice of researching DC with large organisations in mind. This research work suggests implicit ways of enhancing SMEs which could aid policy makers.
This study was limited in that it gathered data from SMEs in Lagos alone as Lagos represents the commercial centre of Nigeria. Considerations for future research include the comparison of DC of large and small organisations in Lagos to examine if similarities and/or contrasts exist. Furthermore, due to the evasive and heterogeneous nature of SMEs, it would be beneficial to delimit future research on SMEs along specific domains of interest. / Iqoqa
Lolu cwaningo lususelwa ohlakeni lokuthiwa ngamandla aphilayo (dynamic capability [DC]) emzameni wokuba umuntu aqonde ukuthi amabhizinisi amancane namaphakathi (ama-SME) awasebenzisa kanjani ama-apps ahanjiswayo eLagos, eNigeria. Lolu lwazi lubalulekile ngoba lungasiza la mabhizinisi ukuba ancintisane namanye ngokunempumelelo, noma izimo akuzo wona zingaqondakali kahle.
Ucwaningo lwenziwa ngezigaba ezimbili. Isigaba sokuqala sahlonza ama-DC ama-SMSE eLagos, ngenhloso yokuthola ukuthi ngabe ama-apps ahanjiswayo asetshenziswa kangakanani ukukhuthaza kanye/noma ukuqhubela phambili la mandla aphilayo. Okwatholakala kuma-SME angama-20 kwaba ukuhlonzwa kwezinhlelo zama-DC ithonya lazo kuma-SME elalingase liphakame ngokusebenzisa ama-apps ahanjiswayo afanele. Ama-SME afakazela ama-DC ikakhulu ngokushiwo ngamakhasimende nalabo abathintiwe, nokuba kubonakale ngokuba impahla ekhishwayo ipakishwe kabusha, ifakelwe intengo entsha, noma kube yimpahla engukulingisa eyokuqala noma ilungiswe ifane neyokuqala.
Ibanga lesibili lalolu cwaningo lwahlola ama-SME ayi-1 162 eLagos ukuzama ukuqinisekisa ngezinga lezinhlaka ezihlonziweyo. Izimpendulo ezavezwa ucwaningo zakwesekela ukusetshenziswa ngama-SME kwama-apps ahanjiswayo, zakhomba nokuthi awasetshenziswa ngokugcwele ama-apps ahanjiswayo njengokunika i-DC amandla. Okunye ukuhlaziya kwakhombiisa ukuthi ukusebenzisa ama-apps ahanjiswayo kwakungasiza ama-SME ngokwandisa amathuba awo. Nokho phela ukusebenzisa amathuba avelayo kwakungeke kwenzeke yonke indawo kuma-SME. Okuvezwa ucwaningo kukhombisa ukuthi kukhona ukusizakala okukhulu okungakafinyelelwa kukho mayelana nokusetshenziswa ngama-SME kwama-apps ahanjiswayo eLagos.
Ucwaningo luphonsa itshe esivivaneni enkundleni yezinhlelo zokusebenza ngezolwazi ngokwembula ukusetshenziswa kohlaka lwe-DC kuma-SME uma kuqhathaniswa ngokuphambene nalokhu, okungukucwaninga okwejwayelekile nge-DC ezinhlanganweni ezinkulu. Lolu cwaningo luveza izindlela ezingekho obala zokuthuthukisa ama-SME, okungaba usizo kulabo ababhekene nokusungula imigomo yezwe. / School of Computing / Ph. D. (Information Systems)
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