List of critical success factors for integrating GLSS with Industry 4.0
| No. | Critical success factors (CSFs) | Explanation of CSF | References |
|---|---|---|---|
| CSFs1 | Robust project management and supervision | Robust project management capabilities enable organizations to effectively implement new infrastructure and initiatives, thereby supporting successful GLSS-I4.0 execution | Swarnakar et al. (2019) |
| CSFs2 | Effective cooperation and alignment of interests among shareholders | Successful implementation of any change model, including I4.0, depends on strong collaboration across processes, employees and organizational units | Singh and Rathi (2020) |
| CSFs3 | Effective communication at all organizational levels | Effective communication facilitates a quick understanding of concepts and guidelines, supporting the operative implementation of GLSSI initiatives | Samanta et al. (2024) |
| CSFs4 | Adoption of sustainable packaging solutions | It states the execution of eco-friendly materials and practices in the design, production and use of packaging | Yadav et al. (2023a, b) |
| CSFs5 | Adoption of environmentally sustainable transportation methods | Adopting environmentally sustainable transportation practices is critical to reducing environmental impacts, conserving resources and supporting sustainable urban development | Shokri and Li (2020) |
| CSFs6 | The extent of executive leadership support for the alignment of GLSS and I4.0 initiatives | Through the involvement of senior management, workplace staff, operatives and other stakeholders are given appropriate consideration and support | Samanta et al. (2024) |
| CSFs7 | Tracking performance following the integration of I4.0 and GLSS | A specialized recital intensive care system is essential to measure structural performance and enhance the administration of manufacturing operations | Singh et al. (2021a, b) |
| CSFs8 | Promote greater coordination and integration across the supply chain to facilitate GLSS-I4.0 implementation | Incorporating the GLSSI approach into the supply chain demands dedication to sustainability, minimizing waste and fostering ongoing improvement | Sony and Naik (2020) |
| CSFs9 | Educational initiatives for advanced technologies and GLSS | Organizations must allocate financial resources and dedicate time to training and educating their employees | Caiado et al. (2018) |
| CSFs10 | An organized approach to embedding I4.0 within GLSS | To ensure overall effectiveness, process enhancement initiatives and infrastructure projects must be implemented using a systematic and coordinated approach | Gholami et al. (2021) |
| CSFs11 | Eco-management system | A well-implemented eco-management system allows organizations to incorporate environmental factors into their everyday operations, embedding sustainability into their core business strategy | Pandey et al. (2018) |
| CSFs12 | Skills, capabilities and competencies associated with design thinking | As a specialized and evolving problem-solving approach, it is fundamentally driven by the recognition and satisfaction of previously unaddressed customer needs | Singh et al. (2021a, b), Samanta et al. (2024) |
| CSFs13 | Availability of standard operating procedures for GLSS-I4.0 integration | As this concept is comparatively new, organizations often lack well-defined SOPs to guide employees and maintain systematic operational processes | Sony and Naik (2020), Gaikwad et al. (2020) |
| CSFs14 | Managing organizational change within GLSS-I4.0 initiatives | This is essential for the effective implementation of GLSS-I4.0 initiatives within organizations, as it facilitates employee adoption and adaptation to new technologies and work practices | Raval et al. (2021), Rathi et al. (2023) |
| CSFs15 | Ready access to precise, reliable and current information | The prompt and precise retrieval of data helps organizations gain benefits and a competitive edge | Gaikwad et al. (2020) |
| CSFs16 | Engaged and proficient workforce | Building an engaged and skilled workforce requires offering the necessary tools, resources and environment for employees to succeed | Pongboonchai-Empl et al. (2024) |
| CSFs17 | Sufficient access to capital for investing in new technologies and implementation of GLSS-I4.0 practices | Emerging organizations require financial resources for principal savings to develop the capacity and abilities necessary for a combined strategy | Stankalla et al. (2018) |
| CSFs18 | Process oversight and governance for GLSSI | The GLSSI methodology minimizes process variation, eliminates non-value-added activities and enables real-time monitoring and control | Yadav et al. (2023a, b) |
| CSFs19 | Specialized information management system | In addition to systematic data collection and analysis, a key managerial priority is the implementation of a dedicated information management system | Gholami et al. (2021) |
| CSFs20 | Aligning business strategies and information systems for GLSS-I4.0 integration | Since I4.0-enabled systems generate a large volume of data, effectively utilizing this data demands a consistent management approach | Kaswan et al. (2021) |
| CSFs21 | Embracing a philosophy of continuous improvement | Adopting a continuous enhancement mindset involves creating a culture that prioritizes innovation, teamwork and learning | Shamsi and Alam (2018) |
| CSFs22 | Built-in flexibility and responsiveness within the GLSS-I4.0 model | Organizational agility in rapidly learning and integrating new processes, systems and technologies is essential for the effective implementation of GLSS-I4.0 initiatives | Yadav and Desai (2017) |
| CSFs23 | A culture of adaptability and continuous improvement aligned with GLSSI4.0 implementation | The presence of a positive organizational culture greatly facilitates the successful execution of organizational change initiatives | Kaswan et al. (2023) |
| CSFs24 | Institutional readiness for GLSS implementation supported by I4.0 technologies | The structural readiness comprises physical and adaptive infrastructure, leadership attitudes, employee commitment and stakeholder alignment | Sony and Naik (2020), Gholami et al. (2021) |
| CSFs25 | Focused on leveraging technological innovation and industry best practices | As with any organizational practice, success largely depends on the organization's capacity to adapt to evolving environmental conditions | Dalenogare et al. (2018) |
| CSFs26 | An informed understanding of data security and privacy challenges | During organizational change, employees require a strong sense of security. The implementation of I4.0 principles enables continuous data generation to support ongoing, data driven operational decision-making | Kaswan and Rathi (2020) |
| CSFs27 | Reliable data collection and retrieval | It emphasizes the processes used to collect and retrieve system-stored data, rather than focusing solely on the availability of accurate and timely information | Ershadi et al. (2021) |
| No. | Critical success factors (CSFs) | Explanation of CSF | References |
|---|---|---|---|
| CSFs1 | Robust project management and supervision | Robust project management capabilities enable organizations to effectively implement new infrastructure and initiatives, thereby supporting successful GLSS-I4.0 execution | |
| CSFs2 | Effective cooperation and alignment of interests among shareholders | Successful implementation of any change model, including I4.0, depends on strong collaboration across processes, employees and organizational units | |
| CSFs3 | Effective communication at all organizational levels | Effective communication facilitates a quick understanding of concepts and guidelines, supporting the operative implementation of GLSSI initiatives | |
| CSFs4 | Adoption of sustainable packaging solutions | It states the execution of eco-friendly materials and practices in the design, production and use of packaging | |
| CSFs5 | Adoption of environmentally sustainable transportation methods | Adopting environmentally sustainable transportation practices is critical to reducing environmental impacts, conserving resources and supporting sustainable urban development | |
| CSFs6 | The extent of executive leadership support for the alignment of GLSS and I4.0 initiatives | Through the involvement of senior management, workplace staff, operatives and other stakeholders are given appropriate consideration and support | |
| CSFs7 | Tracking performance following the integration of I4.0 and GLSS | A specialized recital intensive care system is essential to measure structural performance and enhance the administration of manufacturing operations | |
| CSFs8 | Promote greater coordination and integration across the supply chain to facilitate GLSS-I4.0 implementation | Incorporating the GLSSI approach into the supply chain demands dedication to sustainability, minimizing waste and fostering ongoing improvement | |
| CSFs9 | Educational initiatives for advanced technologies and GLSS | Organizations must allocate financial resources and dedicate time to training and educating their employees | |
| CSFs10 | An organized approach to embedding I4.0 within GLSS | To ensure overall effectiveness, process enhancement initiatives and infrastructure projects must be implemented using a systematic and coordinated approach | |
| CSFs11 | Eco-management system | A well-implemented eco-management system allows organizations to incorporate environmental factors into their everyday operations, embedding sustainability into their core business strategy | |
| CSFs12 | Skills, capabilities and competencies associated with design thinking | As a specialized and evolving problem-solving approach, it is fundamentally driven by the recognition and satisfaction of previously unaddressed customer needs | |
| CSFs13 | Availability of standard operating procedures for GLSS-I4.0 integration | As this concept is comparatively new, organizations often lack well-defined SOPs to guide employees and maintain systematic operational processes | |
| CSFs14 | Managing organizational change within GLSS-I4.0 initiatives | This is essential for the effective implementation of GLSS-I4.0 initiatives within organizations, as it facilitates employee adoption and adaptation to new technologies and work practices | |
| CSFs15 | Ready access to precise, reliable and current information | The prompt and precise retrieval of data helps organizations gain benefits and a competitive edge | |
| CSFs16 | Engaged and proficient workforce | Building an engaged and skilled workforce requires offering the necessary tools, resources and environment for employees to succeed | |
| CSFs17 | Sufficient access to capital for investing in new technologies and implementation of GLSS-I4.0 practices | Emerging organizations require financial resources for principal savings to develop the capacity and abilities necessary for a combined strategy | |
| CSFs18 | Process oversight and governance for GLSSI | The GLSSI methodology minimizes process variation, eliminates non-value-added activities and enables real-time monitoring and control | |
| CSFs19 | Specialized information management system | In addition to systematic data collection and analysis, a key managerial priority is the implementation of a dedicated information management system | |
| CSFs20 | Aligning business strategies and information systems for GLSS-I4.0 integration | Since I4.0-enabled systems generate a large volume of data, effectively utilizing this data demands a consistent management approach | |
| CSFs21 | Embracing a philosophy of continuous improvement | Adopting a continuous enhancement mindset involves creating a culture that prioritizes innovation, teamwork and learning | |
| CSFs22 | Built-in flexibility and responsiveness within the GLSS-I4.0 model | Organizational agility in rapidly learning and integrating new processes, systems and technologies is essential for the effective implementation of GLSS-I4.0 initiatives | |
| CSFs23 | A culture of adaptability and continuous improvement aligned with GLSSI4.0 implementation | The presence of a positive organizational culture greatly facilitates the successful execution of organizational change initiatives | |
| CSFs24 | Institutional readiness for GLSS implementation supported by I4.0 technologies | The structural readiness comprises physical and adaptive infrastructure, leadership attitudes, employee commitment and stakeholder alignment | |
| CSFs25 | Focused on leveraging technological innovation and industry best practices | As with any organizational practice, success largely depends on the organization's capacity to adapt to evolving environmental conditions | |
| CSFs26 | An informed understanding of data security and privacy challenges | During organizational change, employees require a strong sense of security. The implementation of I4.0 principles enables continuous data generation to support ongoing, data driven operational decision-making | |
| CSFs27 | Reliable data collection and retrieval | It emphasizes the processes used to collect and retrieve system-stored data, rather than focusing solely on the availability of accurate and timely information |
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