7,638 research outputs found

    Fostering Creativity via Technoself Enhanced Learning with Emerging Technologies

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    Creative and collaborative learning has profound implications for all parts of the system we have built up in our societies — not only the education systems but also the social, economic and cultural systems. Technology Enhanced Learning (TEL) research has increasingly focused on emerging technologies, Extended Reality (XR) to improve learner’s engagement in enriched multimodal learning environments. This paper recommends technoself pedagogy and investigates XR for creative learning as a frontier in TEL. In partnership with cultural sectors, we introduce the agile working process in the collaboration with the Alexandra Park and Palace Charitable Trust (AP) and report the project development of two pilot apps based on the proposed methodology. As a result, students as co-creators were engaged in pilot collaborative projects to work on the digital solutions that promote unforgettable stories. The prototypes exploited the latest development of Virtual Reality (VR), Augmented Reality (AR), and game and mobile technology. The pilot pedagogical practice focuses on providing a vibrant collaborative learning environment which fosters innovation and creativity, informed by practice, inspired by TEL research across disciplines. The collaborative learning practices also support cultural sectors to inspire their visitors and to help curators think beyond their current boundaries, providing a new, mixed media and technological approach to raise cultural awareness to wider audiences

    Implementation of a Digital Workplace Strategy to Drive Behavior Change and Improve Competencies

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    Digital technologies are integrated in many aspects of life and work and present benefits and challenge for organizations, employers, and employees. In order to have advantages from digital transformation, organizations should be creative for new working environments and their culture around digital developments in the workplace in order not to lose clients, productivity, and employees. Some keys of success of digital workplaces are an effective implementation of a digital workplace strategy with a changed learning and culture as an incentive for staff behavior. This should suit to technological solutions and support its adoption and use it for work, communication, and cooperation. Entrepreneurship education should be also adapted to digital transformation in order to prepare employees and employers for digital workplaces

    Managing the “Fuzzy front end” of open digital service innovation in the public sector: A methodology

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    There are many obstacles to effective open innovation in the public sector context, especially at the “fuzzy front end” (FFE), where the need or opportunity is known but serious resources have not yet been committed to possible solutions. In this paper, we report on a theoretically inspired and practically tested methodology for FFE public sector digital innovation. The methodology was purpose-built for the context and has been progressively refined using reflection-on-practice, but broadly consists of a hybrid of private sector open innovation practices, and agile software development processes. We outline the background, context, principles, stages and artefacts. Then we evaluate the method in terms of barriers and opportunities to FFE public sector innovation. We note that establishing the necessary context: a nurturing environment; cross-agency commitments in cash and in kind; and boundary spanning appointments, is as important to success as is the detailed execution of the method

    Sustainable digital marketing under big data: an AI random forest model approach

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    Digital marketing refers to the process of promoting, selling, and delivering products or services through online platforms and channels using the internet and electronic devices in a digital environment. Its aim is to attract and engage target audiences through various strategies and methods, driving brand promotion and sales growth. The primary objective of this scholarly study is to seamlessly integrate advanced big data analytics and artificial intelligence (AI) technology into the realm of digital marketing, thereby fostering the progression and optimization of sustainable digital marketing practices. First, the characteristics and applications of big data involving vast, diverse, and complex datasets are analyzed. Understanding their attributes and scope of application is essential. Subsequently, a comprehensive investigation into AI-driven learning mechanisms is conducted, culminating in the development of an AI random forest model (RFM) tailored for sustainable digital marketing. Subsequent to this, leveraging a real-world case study involving enterprise X, fundamental customer data is collected and subjected to meticulous analysis. The RFM model, ingeniously crafted in this study, is then deployed to prognosticate the anticipated count of prospective customers for said enterprise. The empirical findings spotlight a pronounced prevalence of university-affiliated individuals across diverse age cohorts. In terms of occupational distribution within the customer base, the categories of workers and educators emerge as dominant, constituting 41% and 31% of the demographic, respectively. Furthermore, the price distribution of patrons exhibits a skewed pattern, whereby the price bracket of 0–150 encompasses 17% of the population, whereas the range of 150–300 captures a notable 52%. These delineated price bands collectively constitute a substantial proportion, whereas the range exceeding 450 embodies a minority, accounting for less than 20%. Notably, the RFM model devised in this scholarly endeavor demonstrates a remarkable proficiency in accurately projecting forthcoming passenger volumes over a seven-day horizon, significantly surpassing the predictive capability of logistic regression. Evidently, the AI-driven RFM model proffered herein excels in the precise anticipation of target customer counts, thereby furnishing a pragmatic foundation for the intelligent evolution of sustainable digital marketing strategies

    SCRUM IN CONSTRUCTION INDUSTRY TO IMPROVE PROJECT PERFORMANCE IN DESIGN PHASE

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    As building technologies dramatically developed over the past several decades, construction project delivery methods evolved tremendously. Since the Renaissance, the fields of architecture and construction have been regarded as complex art forms. Today, both disciplines are regarded more as technical fields meant to improve human functional, technological, and practical needs. Therefore, the management of a project plays a more critical role in contemporary construction projects. Over the several decades, there has been no significant change in the way of construction projects management changes. However, client requirements and expectations are constantly evolving. Because of this disconnect, traditional construction management practices cannot meet the needs of the current market. The potential project risks are increased by the gap between how the projects are conducted and how the projects should be managed. This negatively impacts the overall performance of the project as well as the quality of delivery. Recently, more and more construction projects have begun improving project performance by utilizing new management frameworks. Most notably, “Agile” construction has gradually garnered attention throughout the industry because of its outstanding ability in managing risks and changes. This thesis researches the implementation of “Scrum” (a framework of Agile project management) from the information technology field into the construction industry by means of the literature review. Through precedent analysis, the benefits and shortcomings of Scrum will be revealed. The benefits of Scrum that contribute to overall project performance will be analyzed in detail through the findings made through case studies, personal interviews, and a comprehensive literature review. The result of the research shows that Scrum provides significant improvements for construction project performance in many ways. By decreasing uncertainty and increasing management of risks, it has obvious potential benefits in the design phase of a construction project. In sum, this thesis identifies the advantages of the project performance by using Scrum in the design phase of construction projects. It predicts the future outlook of the possible development of Agile models in the construction industry. The thesis also includes the recommendation section to provide the suggestions for the future researches

    Creating Common Ground: Formalizing and Designing Employee-driven Innovation Processes with Decision Points

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    Striving for innovation and advancement, a phenomenon can be observed wherein organizations are progressively incorporating their \u27ordinary\u27 employees into the innovation process, capitalizing on their creativity, expertise, and knowledge to foster novel ideas. Such integration mandates formalized yet flexible processes to offer a common ground for both employees as idea contributors and managers as decision-makers, enabling control and governance. Despite this, a conspicuous knowledge gap exists within the realm of employee-driven innovation (EDI) concerning the design of EDI processes. In this paper, we present the outcomes of an action design research project conducted with a medium-sized organization, focusing on formalizing and designing an EDI process with decision points through three iterative cycles. This research contributes fourteen meta-requirements and eleven design principles for EDI process design, thereby expanding the theoretical (prescriptive) knowledge base. Additionally, the results offer practical implications, enabling organizations to adopt the EDI process accordingly

    Smart Service Innovation: Organization, Design, and Assessment

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    Background: The emergence of technologies such as the Internet of Things, big data, cloud computing, and wireless communication drives the digital transformation of the entire society. Organizations can exploit these potentials by offering new data-driven services with innovative value propositions, such as carsharing, remote equipment maintenance, and energy management services. These services result from value co-creation enabled by smart service systems, which are configurations of people, processes, and digital technologies. However, developing such systems was found to be challenging in practice. This is mainly due to the difficulties of managing complexity and uncertainty in the innovation process, as contributions of various actors from multiple disciplines must be coordinated. Previous research in service innovation and service systems engineering (SSE) has not shed sufficient light on the specifics of smart services, while research on smart service systems lacks empirical grounding. Purpose: This thesis aims to advance the understanding of the systematic development of smart services in multi-actor settings by investigating how smart service innovation (SSI) is conducted in practice, particularly regarding the participating actors, roles they assume, and methods they apply for designing smart service systems. Furthermore, the existing set of methods is extended by new methods for the design-integrated assessment of smart services and service business models. Approach: Empirical and design science methods were combined to address the research questions. To explore how SSI is conducted in practice, 25 interviews with experts from 13 organizations were conducted in two rounds. Building on service-dominant logic (SDL) as a theoretical foundation and a multi-level framework for SSI, the involvement of actors, their activities, employed means, and experienced challenges were collected. Additionally, a case study was used to evaluate the suitability of the Lifecycle Modelling Language to describe smart service systems. Design science methods were applied to determine a useful combination of service design methods and to build meta-models and tools for assessing smart services. They were evaluated using experiments and the talk aloud method. Results: On the macro-level, service ecosystems consist of various actors that conduct service innovation through the reconfiguration of resources. Collaboration of these actors is facilitated on the meso-level within a project. The structure and dynamics of project configurations can be described through a set of roles, innovation patterns, and ecosystem states. Four main activities have been identified, which actors perform to reduce uncertainty in the project. To guide their work, actors apply a variety of means from different disciplines to develop and document work products. The approach of design-integrated business model assessment is enabled through a meta-model that links qualitative aspects of service architectures and business models with quantitative assessment information. The evaluation of two tool prototypes showed the feasibility and benefit of this approach. Originality / Value: The results reported in this thesis advance the understanding of smart service innovation. They contribute to evidence-based knowledge on service systems engineering and its embedding in service ecosystems. Specifically, the consideration of actors, roles, activities, and methods can enhance existing reference process models. Furthermore, the support of activities in such processes through suitable methods can stimulate discussions on how methods from different disciplines can be applied and combined for developing the various aspects of smart service systems. The underlying results help practitioners to better organize and conduct SSI projects. As potential roles in a service ecosystem depend on organizational capabilities, the presented results can support the analysis of ex¬ternal dependencies and develop strategies for building up internal competencies.:Abstract iii Content Overview iv List of Abbreviations viii List of Tables x List of Figures xii PART A - SYNOPSIS 1 1 Introduction 2 1.1 Motivation 2 1.2 Research Objectives and Research Questions 4 1.3 Thesis Structure 6 2 Research Background 7 2.1 Smart Service Systems 7 2.2 Service-Dominant Logic 8 2.3 Service Innovation in Ecosystems 11 2.4 Systematic Development of Smart Service Systems 13 3 Research Approach 21 3.1 Research Strategy 21 3.2 Applied Research Methods 22 4 Summary of Findings 26 4.1 Overview of Research Results 26 4.2 Organizational Setup of Multi-Actor Smart Service Innovation 27 4.3 Conducting Smart Service Innovation Projects 32 4.4 Approaches for the Design-integrated Assessment of Smart Services 39 5 Discussion 44 5.1 Contributions 44 5.2 Limitations 46 5.3 Managerial Implications 47 5.4 Directions for Future Research 48 6 Conclusion 54 References 55 PART B - PUBLICATIONS 68 7 It Takes More than Two to Tango: Identifying Roles and Patterns in Multi-Actor Smart Service Innovation 69 7.1 Introduction 69 7.2 Research Background 72 7.3 Methodology 76 7.4 Results 79 7.5 Discussion 90 7.6 Conclusions and Outlook 96 7.7 References 97 8 Iterative Uncertainty Reduction in Multi-Actor Smart Service Innovation 100 8.1 Introduction 100 8.2 Research Background 103 8.3 Research Approach 109 8.4 Findings 113 8.5 Discussion 127 8.6 Conclusions and Outlook 131 8.7 References 133 9 How to Tame the Tiger – Exploring the Means, Ends, and Challenges in Smart Service Systems Engineering 139 9.1 Introduction 139 9.2 Research Background 140 9.3 Methodology 143 9.4 Results 145 9.5 Discussion and Conclusions 151 9.6 References 153 10 Combining Methods for the Design of Digital Services in Practice: Experiences from a Predictive Costing Service 156 10.1 Introduction 156 10.2 Conceptual Foundation 157 10.3 Preparing the Action Design Research Project 158 10.4 Application and Evaluation of Methods 160 10.5 Discussion and Formalization of Learning 167 10.6 Conclusion 169 10.7 References 170 11 Modelling of a Smart Service for Consumables Replenishment: A Life Cycle Perspective 171 11.1 Introduction 171 11.2 Life Cycles of Smart Services 173 11.3 Case Study 178 11.4 Discussion of the Modelling Approach 185 11.5 Conclusion and Outlook 187 11.6 References 188 12 Design-integrated Financial Assessment of Smart Services 192 12.1 Introduction 192 12.2 Problem Analysis 195 12.3 Meta-Model Design 200 12.4 Application of the Meta-Model in a Tool Prototype 204 12.5 Evaluation 206 12.6 Discussion 208 12.7 Conclusions 209 12.8 References 211 13 Towards a Cost-Benefit-Analysis of Data-Driven Business Models 215 13.1 Introduction 215 13.2 Conceptual Foundation 216 13.3 Methodology 218 13.4 Case Analysis 220 13.5 A Cost-Benefit-Analysis Model for DDBM 222 13.6 Conclusion and Outlook 225 13.7 References 226 14 Enabling Design-integrated Assessment of Service Business Models Through Factor Refinement 228 14.1 Introduction 228 14.2 Related Work 229 14.3 Research Goal and Method 230 14.4 Solution Design 231 14.5 Demonstration 234 14.6 Discussion 235 14.7 Conclusion 236 14.8 References 23

    How Does Hybrid Project Management Contribute to Managing Change in a Volatile and Uncertain Context in the Financial Services Industry: An Interpretive Multiple Case Study

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    Organizations, governments, and individuals around the globe are currently experiencing Industry 4.0 (also known as the Fourth Industrial Revolution, 4IR, or I4.0), as evidenced by new disruptive technologies appearing on a global scale at an unprecedented rate. This environment might be best described as volatile, uncertain, complex, and ambiguous (VUCA). Although organizations utilize a wide range of management methods to overcome unexpected challenges, including both organization development and change management, project management has emerged as a critical strategic competency for the delivery of strategic initiatives to increase business value. Organizations are increasingly gravitating toward the use of hybrid project management (HPM), as there are many limitations associated with using waterfall project management or agile project management exclusively. The primary research question is: How do project managers perform hybrid project management (HPM) to respond to and successfully manage change? A multiple case study approach developed by Stake was used to understand the lived experiences of individuals utilizing HPM in financial services organizations. Each participant was treated as a separate case study. Five participants working for financial services organizations with at least five years’ experience as non-IT project managers were interviewed. Interviews were transcribed, memos produced, and data was analyzed to establish nine significant themes. The study\u27s findings may be beneficial to individuals, organizations, and the field regarding HPM considerations. The study yielded two proposed models: the first aims to aid individual practitioners in mastering the necessary skills and roles required for implementing HPM, while the second is a nine-step model designed to operationalize HPM in practice
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