Digital maturity has become a hot topic in various fields.This paper aims to provide an integrative review of digital maturity.This paper summarizes the concept of digital maturity from the perspectives of process,deg...Digital maturity has become a hot topic in various fields.This paper aims to provide an integrative review of digital maturity.This paper summarizes the concept of digital maturity from the perspectives of process,degree and ability.Four categories of antecedents,namely,strategic,cultural,talent and others are gathered.Performance and Non-performance consequences are analyzed.Finally,combining the results of digital maturity,it discusses the current research shortage of digital maturity and prospects for the future research direction.The analysis of antecedents and consequences of digital maturity can provide an integrative framework of existing research on digital maturity,and also provide some reference for the research of related research.展开更多
Existing literature suggests that higher levels digitalization could promote the organizational development,and research has focused attention on digital maturity from multiple disciplines.The objective of this paper ...Existing literature suggests that higher levels digitalization could promote the organizational development,and research has focused attention on digital maturity from multiple disciplines.The objective of this paper is to find the common research themes and conclusions in digital maturity research.This paper summarizes the concept of digital maturity,then combines the evaluation of digital maturity in multiple fields.Finally,it also discusses the current research shortage of digital maturity and prospects for the future research direction.This study helps to systematically comb the knowledge context of digital maturity,and helps to promote further research of digital maturity.展开更多
In the era of global tourism and creative economies,digital technology maturity has emerged as a critical factor for the sustainable development of small and medium enterprises(SMEs)in Indonesia.This research is imple...In the era of global tourism and creative economies,digital technology maturity has emerged as a critical factor for the sustainable development of small and medium enterprises(SMEs)in Indonesia.This research is implemented to find out current digital technology maturity levels among SMEs in the subdistrict of Cangkringan,district of Sleman,Yogyakarta,Indonesia,highlighting their role in fostering sustainable tourism and creative economic growth.Using a mixed-method approach,the research combines qualitative insights from in-depth interviews with three local government representatives and Focus Group Discussion with 15 SMEs in the area.Additionally,a quantitative analysis of SMEs across various sectors,including crafts and culinary services,supports the study’s conclusions.The finding reveals a significant gap between government’s training programs and the digital literacy of SMEs as well as a lack of affordable technological resources which could impede the full realization of digital benefits.Strengthening digital technology maturity among SMEs is essential for enhancing their competitiveness and long-term sustainability,yielding both financial and non-financial benefits.This also contributes to find out digital literacy gaps,impact on competitiveness and sustainability,policy and stakeholder recommendations,and government action.These insights offer valuable guidance for policymakers and stakeholders striving to support the digital transformation of SMEs in similar settings.The study also sheds light on digital literacy gaps,their impact on competitiveness and offers policy recommendations for government and stakeholders to address these challenges such as through government and community collaboration.展开更多
Purpose-The main goal of this paper is to present a synthetic multiple criteria group decision-making(MCGDM)methodology for assessing the enterprise digital maturity with linear Diophantine fuzzy(LDF)setting.Design/me...Purpose-The main goal of this paper is to present a synthetic multiple criteria group decision-making(MCGDM)methodology for assessing the enterprise digital maturity with linear Diophantine fuzzy(LDF)setting.Design/methodology/approach-This paper utilizes the presented LDF generalized Dombi operator to aggregate assessment information of experts.The developed combined weight model through merging the rank sum(RS)model and symmetry point of criterion(SPC)method is used to ascertain the comprehensive importance of criterion.The evaluation based on distance from average solution(EDAS)approach based upon regret theory(RT)is presented to achieve the sorting of candidate enterprises.Findings-Firstly,the proposed method has strong stability.Secondly,the proposed method takes into consideration the psychological behavior of experts during the decision-making process which further enhances the rationality of the decision results.Finally,the proposed method integrates expert and criterion weight determination models which provides a practical evaluation framework for assessing the digital maturity of enterprises.The research outcomes confirm that the proposed approach fails to resolve the decision problems with unknown weight information flexibly,but also reflect the psychological behavior of expert in decision process.The presented weight approach also provides a rational algorithm to ascertain the weight more accurate.Originality/value-A composite LDF group decision-making approach is presented by aggregating the proposed generalized Dombi operator,combined weight model and the EDAS model,which make the outcome more reasonable.Sensitivity analysis and comparison study are conducted to reflect the superiority of the proposed approach.展开更多
“Industry 4.0” term is devoted to the fourth industrial revolution. Over time and by developing different technologies, this term is coming with the new paradigm and technologies, which help to connect the machines,...“Industry 4.0” term is devoted to the fourth industrial revolution. Over time and by developing different technologies, this term is coming with the new paradigm and technologies, which help to connect the machines, products, and methods as an interconnected system. This paper aims to introduce an analysis and a reflection around the concepts industry 4.0 and their impacts in the actual industrial world. The effects of this digitalization will be investigated on supply chain systems, decision-making processes, and business models. The classic supply chain is evolving into a Network Supply System (NSS) that is an interconnected supply chain with more focus on product and customer expectations. The global value chain process tends to be product-oriented. Smart data make the decisions more dynamic, flexible, and precise. Therefore, every industrial sector has to be adapted to this digital transformation in all aspects. However, the environmental aspects, global warming, and human healthcare issues are the challenge facing industries and human life, which can be like a brake to make efforts to improve digital life and machine technicity. This paper tries to produce a critical analysis of the concept “industry 4.0 revolution” based on different guidelines to show that it is an evolution of the industry coming through the development of several technologies.展开更多
The years we are experiencing are often identified as those of the age of digital technologies,where“digital”is commonly associated with intelligence,efficiency,and convenience.The emergence of digital technologies ...The years we are experiencing are often identified as those of the age of digital technologies,where“digital”is commonly associated with intelligence,efficiency,and convenience.The emergence of digital technologies has significantly impacted and transformed various aspects of our society compared to the past.In this panorama,some arising questions regard transportation infrastructure systems and,first of all,highway infrastructure.This research focuses on one central issue:how highways fit into this digital revolution.Actually,the work in this paper can be described as follows.Although there are many different theoretical model systems for the architecture of the digital twin,we have chosen to review the main body of research on the digital twin in highway infrastructure based on a relatively well-established modeling framework,the five-dimensional model of the digital twin.After discussing the components of the digital twin for highway infrastructure's five-dimensional model,the paper reviews some innovative technologies that make these items effective.In addition to this,the digital twin maturity level of highway infrastructure and the MBSE-based(model-based systems engineering)digital twin model for highway are also discussed in this paper.Therefore,the paper provides a bird's eye view of this extremely dynamic technology for a new system of intelligent highways and discusses some of their criticalities and strengths,allowing for the optimization and development of new transportation functions and services,improving the adaptability of highways to the digital revolution.展开更多
基金This work was supported by Ministry of Education Project of Humanities and Social Sciences in China(No.20YJC630022)Shandong Province Natural Science Foundation(No.ZR2017MG033)Fundamental Research Funds for the Central Universities(No.HIT.HSS.201875).
文摘Digital maturity has become a hot topic in various fields.This paper aims to provide an integrative review of digital maturity.This paper summarizes the concept of digital maturity from the perspectives of process,degree and ability.Four categories of antecedents,namely,strategic,cultural,talent and others are gathered.Performance and Non-performance consequences are analyzed.Finally,combining the results of digital maturity,it discusses the current research shortage of digital maturity and prospects for the future research direction.The analysis of antecedents and consequences of digital maturity can provide an integrative framework of existing research on digital maturity,and also provide some reference for the research of related research.
基金This work was supported by Ministry of Education Project of Humanities and Social Sciences in China(No.20YJC630022)Shandong Province Natural Science Foundation(No.ZR2017MG033)Fundamental Research Funds for the Central Universities(No.HIT.HSS.201875).
文摘Existing literature suggests that higher levels digitalization could promote the organizational development,and research has focused attention on digital maturity from multiple disciplines.The objective of this paper is to find the common research themes and conclusions in digital maturity research.This paper summarizes the concept of digital maturity,then combines the evaluation of digital maturity in multiple fields.Finally,it also discusses the current research shortage of digital maturity and prospects for the future research direction.This study helps to systematically comb the knowledge context of digital maturity,and helps to promote further research of digital maturity.
文摘In the era of global tourism and creative economies,digital technology maturity has emerged as a critical factor for the sustainable development of small and medium enterprises(SMEs)in Indonesia.This research is implemented to find out current digital technology maturity levels among SMEs in the subdistrict of Cangkringan,district of Sleman,Yogyakarta,Indonesia,highlighting their role in fostering sustainable tourism and creative economic growth.Using a mixed-method approach,the research combines qualitative insights from in-depth interviews with three local government representatives and Focus Group Discussion with 15 SMEs in the area.Additionally,a quantitative analysis of SMEs across various sectors,including crafts and culinary services,supports the study’s conclusions.The finding reveals a significant gap between government’s training programs and the digital literacy of SMEs as well as a lack of affordable technological resources which could impede the full realization of digital benefits.Strengthening digital technology maturity among SMEs is essential for enhancing their competitiveness and long-term sustainability,yielding both financial and non-financial benefits.This also contributes to find out digital literacy gaps,impact on competitiveness and sustainability,policy and stakeholder recommendations,and government action.These insights offer valuable guidance for policymakers and stakeholders striving to support the digital transformation of SMEs in similar settings.The study also sheds light on digital literacy gaps,their impact on competitiveness and offers policy recommendations for government and stakeholders to address these challenges such as through government and community collaboration.
基金funded by National Social Science Foundation of China under Grant 22CGL015。
文摘Purpose-The main goal of this paper is to present a synthetic multiple criteria group decision-making(MCGDM)methodology for assessing the enterprise digital maturity with linear Diophantine fuzzy(LDF)setting.Design/methodology/approach-This paper utilizes the presented LDF generalized Dombi operator to aggregate assessment information of experts.The developed combined weight model through merging the rank sum(RS)model and symmetry point of criterion(SPC)method is used to ascertain the comprehensive importance of criterion.The evaluation based on distance from average solution(EDAS)approach based upon regret theory(RT)is presented to achieve the sorting of candidate enterprises.Findings-Firstly,the proposed method has strong stability.Secondly,the proposed method takes into consideration the psychological behavior of experts during the decision-making process which further enhances the rationality of the decision results.Finally,the proposed method integrates expert and criterion weight determination models which provides a practical evaluation framework for assessing the digital maturity of enterprises.The research outcomes confirm that the proposed approach fails to resolve the decision problems with unknown weight information flexibly,but also reflect the psychological behavior of expert in decision process.The presented weight approach also provides a rational algorithm to ascertain the weight more accurate.Originality/value-A composite LDF group decision-making approach is presented by aggregating the proposed generalized Dombi operator,combined weight model and the EDAS model,which make the outcome more reasonable.Sensitivity analysis and comparison study are conducted to reflect the superiority of the proposed approach.
文摘“Industry 4.0” term is devoted to the fourth industrial revolution. Over time and by developing different technologies, this term is coming with the new paradigm and technologies, which help to connect the machines, products, and methods as an interconnected system. This paper aims to introduce an analysis and a reflection around the concepts industry 4.0 and their impacts in the actual industrial world. The effects of this digitalization will be investigated on supply chain systems, decision-making processes, and business models. The classic supply chain is evolving into a Network Supply System (NSS) that is an interconnected supply chain with more focus on product and customer expectations. The global value chain process tends to be product-oriented. Smart data make the decisions more dynamic, flexible, and precise. Therefore, every industrial sector has to be adapted to this digital transformation in all aspects. However, the environmental aspects, global warming, and human healthcare issues are the challenge facing industries and human life, which can be like a brake to make efforts to improve digital life and machine technicity. This paper tries to produce a critical analysis of the concept “industry 4.0 revolution” based on different guidelines to show that it is an evolution of the industry coming through the development of several technologies.
基金supported by National Key Research and Development Program of China(2020YFC1512000)Transportation Science and Technology Research Project of Hebei Province(JX-202006)Natural Science Research Program of Shaanxi Province(2020JQ-360).
文摘The years we are experiencing are often identified as those of the age of digital technologies,where“digital”is commonly associated with intelligence,efficiency,and convenience.The emergence of digital technologies has significantly impacted and transformed various aspects of our society compared to the past.In this panorama,some arising questions regard transportation infrastructure systems and,first of all,highway infrastructure.This research focuses on one central issue:how highways fit into this digital revolution.Actually,the work in this paper can be described as follows.Although there are many different theoretical model systems for the architecture of the digital twin,we have chosen to review the main body of research on the digital twin in highway infrastructure based on a relatively well-established modeling framework,the five-dimensional model of the digital twin.After discussing the components of the digital twin for highway infrastructure's five-dimensional model,the paper reviews some innovative technologies that make these items effective.In addition to this,the digital twin maturity level of highway infrastructure and the MBSE-based(model-based systems engineering)digital twin model for highway are also discussed in this paper.Therefore,the paper provides a bird's eye view of this extremely dynamic technology for a new system of intelligent highways and discusses some of their criticalities and strengths,allowing for the optimization and development of new transportation functions and services,improving the adaptability of highways to the digital revolution.
