Home eBooks Download › driving innovation and productivity through sustainable automation

Driving Innovation And Productivity Through Sustainable Automation

Download Driving Innovation And Productivity Through Sustainable Automation PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Driving Innovation And Productivity Through Sustainable Automation book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page

Driving Innovation And Productivity Through Sustainable Automation

DOWNLOAD
Author : Amini, Ardavan
language : en
Publisher: IGI Global
Release Date : 2021-02-26

Driving Innovation And Productivity Through Sustainable Automation written by Amini, Ardavan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-26 with Technology & Engineering categories.

Industry 4.0 and the subsequent automation and digitalization of processes, including the tighter integration of machine-machine and human-machine intercommunication and collaboration, is adding additional complexity to future systems design and the capability to simulate, optimize, and adapt. Current solutions lack the ability to capture knowledge, techniques, and methods to create a sustainable and intelligent nerve system for enterprise systems. With the ability to innovate new designs and solutions, as well as automate processes and decision-making capabilities with heterogenous and holistic views of current and future challenges, there can be an increase in productivity and efficiency through sustainable automation. Therefore, better understandings of the underpinning knowledge and expertise of sustainable automation that can create a sustainable cycle that drives optimal automation and innovation in the field is needed Driving Innovation and Productivity Through Sustainable Automation enhances the understanding and the knowledge for the new ecosystems emerging in the Fourth Industrial Revolution. The chapters provide the knowledge and understanding of current challenges and new capabilities and solutions having been researched, developed, and applied within the industry to drive sustainable automation for innovation and productivity. This book is ideally intended for managers, executives, IT specialists, practitioners, stakeholders, researchers, academicians, and students who are interested in the current research on sustainable automation.

Integrating Blockchain Technology Into The Circular Economy

DOWNLOAD
Author : Khan, Syed Abdul Rehman
language : en
Publisher: IGI Global
Release Date : 2022-03-11

Integrating Blockchain Technology Into The Circular Economy written by Khan, Syed Abdul Rehman and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-11 with Business & Economics categories.

In recent decades, the industrial revolution has increased economic growth despite its immersion in global environmental issues such as climate change. Researchers emphasize the adoption of circular economy practices in global supply chains and businesses for better socio-environmental sustainability without compromising economic growth. Integrating blockchain technology into business practices could promote the circular economy as well as global environmental sustainability. Integrating Blockchain Technology Into the Circular Economy discusses the technological advancements in circular economy practices, which provide better results for both economic growth and environmental sustainability. It provides relevant theoretical frameworks and the latest empirical research findings in the applications of blockchain technology. Covering topics such as big data analytics, financial market infrastructure, and sustainable performance, this book is an essential resource for managers, operations managers, executives, manufacturers, environmentalists, researchers, industry practitioners, students and educators of higher education, and academicians.

Handbook Of Research On Innovations And Applications Of Ai Iot And Cognitive Technologies

DOWNLOAD
Author : Zhao, Jingyuan
language : en
Publisher: IGI Global
Release Date : 2021-06-25

Handbook Of Research On Innovations And Applications Of Ai Iot And Cognitive Technologies written by Zhao, Jingyuan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-25 with Computers categories.

Recently, artificial intelligence (AI), the internet of things (IoT), and cognitive technologies have successfully been applied to various research domains, including computer vision, natural language processing, voice recognition, and more. In addition, AI with IoT has made a significant breakthrough and a shift in technical direction to achieve high efficiency and adaptability in a variety of new applications. On the other hand, network design and optimization for AI applications addresses a complementary topic, namely the support of AI-based systems through novel networking techniques, including new architectures, as well as performance models for IoT systems. IoT has paved the way to a plethora of new application domains, at the same time posing several challenges as a multitude of devices, protocols, communication channels, architectures, and middleware exist. Big data generated by these devices calls for advanced learning and data mining techniques to effectively understand, learn, and reason with this volume of information, such as cognitive technologies. Cognitive technologies play a major role in developing successful cognitive systems which mimic “cognitive” functions associated with human intelligence, such as “learning” and “problem solving.” Thus, there is a continuing demand for recent research in these two linked fields. The Handbook of Research on Innovations and Applications of AI, IoT, and Cognitive Technologies discusses the latest innovations and applications of AI, IoT, and cognitive-based smart systems. The chapters cover the intersection of these three fields in emerging and developed economies in terms of their respective development situation, public policies, technologies and intellectual capital, innovation systems, competition and strategies, marketing and growth capability, and governance and relegation models. These applications span areas such as healthcare, security and privacy, industrial systems, multidisciplinary sciences, and more. This book is ideal for technologists, IT specialists, policymakers, government officials, academics, students, and practitioners interested in the experiences of innovations and applications of AI, IoT, and cognitive technologies.

Convergence Of Industry 4 0 And Supply Chain Sustainability

DOWNLOAD
Author : Khan, Muhammad Rahies
language : en
Publisher: IGI Global
Release Date : 2024-03-22

Convergence Of Industry 4 0 And Supply Chain Sustainability written by Khan, Muhammad Rahies and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-22 with Business & Economics categories.

In the ever-increasing landscape of industry and technology, companies worldwide face an unprecedented challenge. The relentless march of progress, epitomized by the revolution of Industry 4.0, demands adaptation for survival and competitiveness. The integration of technologies such as the Internet of Things (IoT), blockchain, artificial intelligence, additive manufacturing, and robotics has irrevocably altered manufacturing and supply chain operations. What was initially a quest for augmented quality and production has now become an inexorable pursuit of sustainability. The United Nations Sustainable Development Goals (UNSDG) 2030 have left no room for exemptions, making sustainability an imperative at the heart of every business strategy. The answer to this pressing challenge lies within the pages of the book, Convergence of Industry 4.0 and Supply Chain Sustainability. It serves a meticulously curated collection of research that illuminates the intricacies of implementing Industry 4.0 and the ramifications for sustainable supply chains. Our work focuses on the associated challenges and opportunities encountered by the adoption of Industry 4.0 in supply chain management (SCM).

Advancing Software Engineering Through Ai Federated Learning And Large Language Models

DOWNLOAD
Author : Sharma, Avinash Kumar
language : en
Publisher: IGI Global
Release Date : 2024-05-02

Advancing Software Engineering Through Ai Federated Learning And Large Language Models written by Sharma, Avinash Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-02 with Computers categories.

The rapid evolution of software engineering demands innovative approaches to meet the growing complexity and scale of modern software systems. Traditional methods often need help to keep pace with the demands for efficiency, reliability, and scalability. Manual development, testing, and maintenance processes are time-consuming and error-prone, leading to delays and increased costs. Additionally, integrating new technologies, such as AI, ML, Federated Learning, and Large Language Models (LLM), presents unique challenges in terms of implementation and ethical considerations. Advancing Software Engineering Through AI, Federated Learning, and Large Language Models provides a compelling solution by comprehensively exploring how AI, ML, Federated Learning, and LLM intersect with software engineering. By presenting real-world case studies, practical examples, and implementation guidelines, the book ensures that readers can readily apply these concepts in their software engineering projects. Researchers, academicians, practitioners, industrialists, and students will benefit from the interdisciplinary insights provided by experts in AI, ML, software engineering, and ethics.

Creating Capacity And Capability Embracing Advanced Technologies And Innovations For Sustainable Future In Building Education And Practice

DOWNLOAD
Author : Monty Sutrisna
language : en
Publisher: Springer Nature
Release Date : 2025-07-19

Creating Capacity And Capability Embracing Advanced Technologies And Innovations For Sustainable Future In Building Education And Practice written by Monty Sutrisna and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-19 with Technology & Engineering categories.

This three-volume book is the proceeding of the 46th Australasian Universities Building Education Association (AUBEA) 2023 Conference which brings together papers on construction and built environment education and practice. This particular conference theme, “Creating Capacity and Capability: Embracing Advanced Technologies and Innovations for Sustainable Future in Building Education and Practice” is closely related to a flagship national research programme funded by the Government of New Zealand, known as the CanConstructNZ research programme, aiming to balance the capacity and capability in the construction industry and the national pipeline of construction projects. The capacity and capability of our construction industry in fulfilling the construction needs of the whole nation are reflected in the national pipeline of construction projects and have long been recognised as one of the main challenges facing the construction sector. The practices and education of building and construction play an important role in determining the capacity and capability of the construction industry. Within the context of achieving sustainable future and embracing advanced technologies to create capacity and capability in the construction sector, various concepts, research, and innovative development have emerged and taken place. This particular conference theme has facilitated more in-depth discourses and discussions on the latest ideas and innovation within the building and construction education and practice, not only from the Australasian region but also from the wider international community, including the USA, the UK, Brazil, South Africa, Nigeria, China, and Sri Lanka. The contents of this book will be of interest to academic researchers, industry professionals and policy makers alike.

Information Manipulation And Its Impact Across All Industries

DOWNLOAD
Author : Ebrahimi, Maryam
language : en
Publisher: IGI Global
Release Date : 2021-11-19

Information Manipulation And Its Impact Across All Industries written by Ebrahimi, Maryam and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-19 with Social Science categories.

Both misinformation and disinformation lead to lasting misperceptions that can pose dangers to the public. While information manipulation has always existed, modern technology allows for misinformation to spread further and quicker than ever before. Especially during times in which misinformation has a greater potential reach and a more captivated audience, it is important to recognize its impact on society. Information Manipulation and Its Impact Across All Industries focuses on information manipulation in different areas including finance and economy, health, society, and more. It considers the effects of misinformation and disinformation on organizations, human resources, citizens, and governments. Additionally, it describes detection models and approaches of misinformation and disinformation as well as anti-misinformation actions, policies, and laws. Covering topics such as cybersecurity, online health misinformation, and social capital, this book is a dynamic resource for managers, engineers, researchers, lecturers, advanced students, professors, academicians, and professional institutions.

Basics Of Marketing Automation

DOWNLOAD
Author : Cybellium Ltd
language : en
Publisher: Cybellium
Release Date : 2024-10-26

Basics Of Marketing Automation written by Cybellium Ltd and has been published by Cybellium this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with categories.

Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com

Creating Capacity And Capability Embracing Advanced Technologies And Innovations For Sustainable Future In Building Education And Practice

DOWNLOAD
Author : Mostafa Babaeian Jelodar
language : en
Publisher: Springer Nature
Release Date : 2025-08-02

Creating Capacity And Capability Embracing Advanced Technologies And Innovations For Sustainable Future In Building Education And Practice written by Mostafa Babaeian Jelodar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-02 with Technology & Engineering categories.

Current Trends On Innovability And Sustainable Innovation

DOWNLOAD
Author : Anna Ujwary-Gil
language : en
Publisher: Cognitione Foundation for the Dissemination of Knowledge and Science
Release Date : 2025-06-01

Current Trends On Innovability And Sustainable Innovation written by Anna Ujwary-Gil and has been published by Cognitione Foundation for the Dissemination of Knowledge and Science this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-01 with Business & Economics categories.

Introduction to the Innovability Index: More than the fusion of innovation and sustainability The integration of innovation and sustainability, conceptualized as innovability, represents a strategic construct for addressing global challenges such as climate change, resource constraints, and social inequality. The conceptual understanding of innovability has advanced, but its empirical measurement and operationalization remain underdeveloped. This conceptual paper introduces the Innovability Index, designed to evaluate the extent to which countries, regions, or organizations embed sustainability principles. The index encompasses four dimensions: technological innovation for sustainability, environmental sustainability, social inclusiveness, and sustainable business practices. Each dimension is assessed through a set of indicators normalized, weighted, and aggregated to generate a composite performance score. The Innovability Index provides a structured approach for benchmarking sustainable innovation capabilities. It is a practical tool for policymakers, firms, and researchers to align innovation ecosystems with sustainability imperatives and the Sustainable Development Goals (SDGs). This conceptual paper opens the thematic issue of innovability and sustainable innovation, as well as addresses a gap in the literature by introducing the initial attempt to measure innovability. Keywords: Innovability, Innovability Index, sustainable development, ESG, sustainability, sustainable innovation, technological innovation, environmental sustainability, social inclusiveness, sustainable business practices. Leadership competencies for innovability: Bridging theory and practice for sustainable development PURPOSE: This study explores the critical leadership competencies necessary for fostering innovability— the integration of innovation and sustainability—within organizations, particularly inr education institutions (HEIs) and the business sector. The research seeks to address the gap in understanding how these competencies are developed in HEIs and whether they effectively prepare graduates with the skills needed for the current business context. Additionally, the study emphasizes the need to identify robust instruments for measuring these competencies to ensure their practical application in organizational settings. METHODOLOGY: A systematic literature review (SLR) was conducted using Scopus and Web of Science databases. The study employed a rigorous selection process to identify relevant empirical studies published between 2015 and 2024. A total of 53 articles were analyzed to address three key research questions related to the characteristics of innovability leadership, recommendations for developing immovability in organizations, and the methodologies or instruments used to identify these competencies. The analysis involved thematic synthesis and content analysis to extract insights and identify gaps in the existing literature. FINDINGS: The study identifies five key categories of leadership competencies essential for innovability, including strategic leadership, fostering a culture of collaboration, commitment to sustainability, continuous education, and sensitivity to global megatrends. Despite the recognition of these competencies, the study reveals a significant lack of empirical research on their practical implementation and measurement. The findings also highlight the need for robust tools to assess these competencies effectively. Additionally, the study provides several recommendations for developing innovability for their integration into the business sector, emphasizing the importance of leadership development programs, the integration of sustainability into corporate strategy, and the promotion of a collaborative organizational culture. IMPLICATIONS: Theoretically, the study contributes to the conceptual framework of innovability leadership by identifying critical competencies and suggesting a more integrated approach to leadership development in business education. Practically, the research underscores the importance of developing targeted training programs and assessment tools to cultivate these competencies in future leaders. This is particularly relevant for business schools, which play a crucial role in preparing students to address complex global challenges. ORIGINALITY AND VALUE: This study fills a gap in the literature by providing a detailed examination of the competencies required for innovability leadership and proposing directions for future research and practice. It offers a unique contribution by bridging the theoretical and practical aspects of innovability in leadership, particularly within the context of higher education. Keywords: innovability, leadership competencies, sustainability, business education, systematic literature review, Sustainable Development Goals, SDGs, leadership development, educational innovation, higher education Integrating science, technology, and experimental knowledge for sustainable innovation: A Living Lab approach to urban biodiversity management PURPOSE: This study aims to enhance understanding of STI (Science, Technology, Innovation) and DUI (Doing, Using, Interacting) integration dynamics in sustainable innovation, specifically investigating its role in innovation outcomes, stakeholder engagement, and the institutionalization of sustainable practices in urban lawn management. METHODOLOGY: Using a single case study design, the study captures real-time, dynamic interactions between STI and DUI practices, observing ongoing processes. Data were collected through five focus group interviews with 32 stakeholders, individual interviews, project documentation, and a project diary. Stakeholders included public sector officials, NGOs, private garden owners, and business representatives, each offering insights into policy, environmental practices, and market-driven solutions. The Living Lab methodology, emphasizing co-creation and iterative feedback, guided both data collection and analysis, with NVivo software and manual coding used to identify key themes and challenges in integrating STI and DUI for sustainable innovation. FINDINGS: The investigation revealed that integrating STI and DUI modes fosters a dynamic synergy: STI provided scientific rigor, while DUI leveraged stakeholder input and local contexts to co-develop adaptive urban biodiversity solutions. This approach addressed location-specific challenges, balancing ecological goals with practical feasibility. For instance, stakeholder engagement refined scientific recommendations, ensuring broader applicability and adoption. Despite tensions between rigor and practicality, the participatory Living Lab methodology facilitated co-creation, aligning scientific insights with real-world needs to enhance sustainable lawn care practices. IMPLICATIONS: The study contributes to innovation theory by showing how integrating STI and DUI modes fosters socially responsive, adaptable solutions for urban biodiversity management. From a practical standpoint, it underscores the importance of stakeholder engagement in developing tools and strategies that balance scientific insights with practical, real-world application. The project offers a replicable model for integrating formal research with user-driven innovation in sustainability projects. ORIGINALITY AND VALUE: This paper provides a unique contribution by showcasing how the integration of formal scientific research (STI) with practical, user-cantered approaches (DUI) can foster innovability. The use of the Living Lab methodology to co-create urban biodiversity solutions bridges the gap between academic research and practical application, offering a novel framework for addressing complex environmental challenges through collaborative innovation. Keywords: sustainable innovation, Science, Technology, Innovation, STI, Doing, Using, Interacting, DUI, urban biodiversity, lawn management, Living Lab, stakeholder engagement, participatory innovation, co-creation, climate change adaptation The role of green blue ocean strategy in enhancing frugal innovation through IoT and AI: A resource-based view perspective PURPOSE: This study explores the role of Green Blue Ocean Strategy (GBOS) in promoting frugal innovation by leveraging IoT and AI from an RBV theoretical perspective, targeting creative entrepreneurs in Central Java, Indonesia. METHODOLOGY: A quantitative approach was used, with Structural Equation Modelling (SEM) analyzed via AMOS. Data from 262 creative entrepreneurs were collected through an online closed questionnaire using purposive sampling. FINDINGS: The study reveals that (1) IoT does not significantly impact frugal innovation, (2) AI positively influences frugal innovation, and (3) GBOS effectively mediates the relationship between IoT, AI, and frugal innovation, suggesting that integrating sustainable strategies with technology can lead to more cost-effective and inclusive innovations. IMPLICATIONS for theory and practice: The study extends the RBV framework by integrating the GBOS concept, demonstrating its effectiveness in optimizing digital technology for sustainability-driven innovation. It contributes to the literature on sustainability strategies and the Resource-Based View by introducing a novel theoretical model that links GBOS, IoT, and AI with frugal innovation. Practically, GBOS offers a pathway for creative entrepreneurs to overcome resource constraints and achieve competitive advantages through sustainable practices. ORIGINALITY AND VALUE: This study introduces Green Blue Ocean Strategy (GBOS) as a novel conceptual framework that extends the traditional Blue Ocean Strategy (BOS) by integrating sustainability principles. GBOS addresses both economic and environmental concerns, enabling businesses to achieve cost-effective innovation. Grounded in the Resource-Based View (RBV), this study systematically develops and empirically tests GBOS by linking it with IoT, AI, and frugal innovation. The framework offers a new lens for sustainable competitive advantage in resource-constrained environments. Keywords: internet of things, artificial intelligence, green blue ocean strategy, frugal innovation, resource-based view, sustainability, sustainable strategy, digital technology, sustainability-driven innovation, sustainable innovation The impact of eco-innovation on circular economy in EU countries: How patents affect circular material use rate? PURPOSE: The main objective of this study is to examine how eco-innovation activities, measured by the number of patents related to recycling and secondary raw materials, affect the level of use of circular materials in economic processes in European Union countries. Simultaneously, to take into account the impact of the other drivers of the circular economy, the study includes control variables such as GDP per capita, share of income from environmental taxes, age structure of the population, and level of education of the population. METHODOLOGY: This study uses a generalized linear model for panel data. For all analyzed explanatory variables, greater inter-group variation than intra-group variation was observed, so a panel-averaged effects estimator was used. The study sample includes 28 European Union (EU) countries. The time scope of this study is 2010-2019. Eurostat database was the source of the unbalanced panel data. This study seeks answers to the following research question: What is the impact of patents related to waste management and recycling on the circularity rate of the EU economies? FINDINGS: The results indicate that leaders in the area of circularity are the Netherlands, France, and Belgium. Ireland, Romania, and Portugal occupy last place in terms of the circularity of the economy. There is considerable variation in the number of patent applications related to waste management and recycling in the EU countries. Luxembourg, Finland, Belgium, and the Netherlands have the highest propensity for patents. In contrast, Bulgaria, Greece, and Croatia show the lowest patent activity. Finally, the higher the propensity to patent in waste management and recycling technologies, the higher the rate of circular use of materials. IMPLICATIONS: The results provide a compelling rationale for prioritizing and incentivizing investments in promising technologies to achieve both environmental sustainability and economic prosperity in the long term. ORIGINALITY AND VALUE: Our study sheds new light on the link between eco-innovation and circular economy in EU countries. We address the issue of possible nonlinearities between circularity and its drivers. Given the fractional nature of the response variable (i.e., circular material use rate), we apply the generalized estimating equations (GEE) approach to model both the mean structure and association structure of fractional responses. Keywords: circular economy, CE, circularity, eco-innovation, patent, circular material use, CE driver, EU countries, generalized estimating equations, recycling technologies, waste management Unitary Patent System and innovation dynamics in the European Union: The role of economic resources and R&D investments PURPOSE: The EU supports competitiveness and sustainability via innovations by the patent protection of inventions. On 1st June 2023, the EU launched the Unitary Patent System (UPS) with the Unitary Patent as a universal innovation protection tool. The data regarding its first 20 months of operations offers indices about innovation and patenting trends. METHODOLOGY: The contextual exploration of the UPS was projected into four aims addressing the absolute and relative numbers of Unitary Patents (A1) and the relationship between Unitary Patents and GDP per capita (A2) and GERD (A3) and comparatively juxtaposing them (A4). This deeper contextual understanding of Unitary Patenting dynamic entails EU member states and their top four competitors (China, Japan, South Korea, USA). The data regarding the GDP, GDP per capita, GERD, number of Unitary Patents in total and per millions of inhabitants was collected and visualized via tables and charts, and submitted to a critical comparison. FINDINGS: The first 20 months of the UPS operations suggests that the Unitary Patent is a viable, but not the most popular, patenting option, and that there is a positive impact on the GDP per capita and GERD for the majority of the EU member states and that there are differences between EU member states in their efficiency to generate Unitary Patents. IMPLICATIONS: The performed study confirms the parallel co-existence of various patenting strategies and the importance of investments in patented inventions. However, the size of GDP per capita followed by GERD is a mere pre-requirement that leads to diversified efficiency (even among similar jurisdictions with at least an average GDP per capita and GERD. Arguably, the UPS magnifies the differences, and the six original European integration jurisdictions are not the best UPS players. There are indices about positive trends for Northern EU member states and negative trends for Southern EU member states. ORIGINALITY AND VALUE: This is a pioneering contribution regarding a newly launched system showing that, despite the same regime, EU member states differ dramatically in their approach to patenting and that the level of GDP per capita and GERD are just the starting points. Keywords: Unitary Patent System, EU member states, GDP, gross domestic expenditure on research and development (GERD), GERD per GDP (GERD Index), innovation, sustainability, economic resources, patent protection The Digital-Sustainability Ecosystem: A conceptual framework for digital transformation and sustainable innovation PURPOSE: This study introduces the Digital-Sustainability Ecosystem, a conceptual framework to integrate digital transformation and sustainable innovation. It examines how emerging digital technologies, including artificial intelligence, blockchain, and the Internet of Things, drive sustainability transitions by serving as strategic enablers. Addressing a critical gap in the literature, this research focuses on the dynamic mechanisms and synergies that connect digital transformation with sustainable innovation within a complex ecosystem. METHODOLOGY: The study employs a systematic literature review (SLR) of 50 studies and a comparative analysis of 13 existing frameworks to identify and analyze key mechanisms that link digital transformation and sustainable innovation, culminating in the development of the Digital-Sustainability Ecosystem framework. FINDINGS: The study identifies five interconnected mechanisms: efficiency gains, dematerialization, circular economy enablement, innovation acceleration, and digital collaboration. These mechanisms illustrate the relationships between technological advancements and sustainability objectives while addressing synergies and tensions, such as the trade-offs between energy demands and environmental benefits. The Digital-Sustainability Ecosystem emphasizes multi-stakeholder collaboration, iterative feedback loops, and adaptable processes to address gaps in existing models, positioning digital transformation as a transformative force for systemic sustainability improvements. IMPLICATIONS: The Digital-Sustainability Ecosystem advances theoretical discourse by positioning sustainability as a systemic outcome of digital transformation, extending beyond traditional efficiency-focused models. It emphasizes organizational resilience and stakeholder collaboration as pivotal for achieving sustainability objectives. Practitioners can leverage AI, IoT, and blockchain to enhance resource optimization and foster sustainability-driven innovation ecosystems. Policymakers and organizations are encouraged to combine digital strategies with sustainability imperatives, emphasizing adaptive leadership, regulatory alignment, and multi-stakeholder engagement. ORIGINALITY AND VALUE: This study presents a conceptual framework that bridges theoretical and practical gaps in the literature by integrating foundational theories that associate digital transformation with sustainability imperatives while fostering innovation and competitive advantage. The framework sets the stage for future research, emphasizing potential applications in industry-specific contexts, cross-sectoral collaborations, and the evolving role of emerging technologies in sustainability transitions. By incorporating dynamic feedback loops and systemic adaptability, this framework establishes a foundation for advancing both academic inquiry and practical implementation. It offers guidance for exploring unanswered questions about scalability, policy integration, and multi-stakeholder engagement in the digital age. Keywords: digital transformation, sustainable innovation, digital-sustainability ecosystem, sustainability transitions, artificial intelligence, blockchain, Internet of Things, circular economy, efficiency gains, dematerialization, acceleration, digital collaboration, stakeholders

Driving Innovation And Productivity Through Sustainable Automation

Recent Posts