IEEE Transactions on Engineering Management最新文献_第8页

Blockchain and Machine Learning in the Green Economy: Pioneering Carbon Neutrality Through Innovative Trading Technologies 区块链和绿色经济中的机器学习：通过创新交易技术开拓碳中和

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-03-04 DOI: 10.1109/TEM.2025.3547730

Fan Yang;Mohammad Zoynul Abedin;Petr Hajek;Yanan Qiao

{"title":"Blockchain and Machine Learning in the Green Economy: Pioneering Carbon Neutrality Through Innovative Trading Technologies","authors":"Fan Yang;Mohammad Zoynul Abedin;Petr Hajek;Yanan Qiao","doi":"10.1109/TEM.2025.3547730","DOIUrl":"https://doi.org/10.1109/TEM.2025.3547730","url":null,"abstract":"In response to the pressing imperative of combating climate change on a global scale, a new era of carbon neutrality is steadily emerging. Achieving carbon neutrality is critical, and in the digital economy, technology-driven business models are essential for reducing carbon emissions through effective carbon emission trading systems. However, current research on carbon emission trading suffers from inadequate privacy protection, low efficiency in data sharing and model construction, as well as insufficient capabilities in automated and autonomous model building. Therefore, this study focuses on utilizing blockchain and automated machine learning for data sharing and modeling to enhance carbon neutrality. First, we design the architecture of the system and the mechanism for storing data on the blockchain. We then devise methods for storing and trading carbon emission transactions on the blockchain and construct the process for issuing carbon credits. In addition, our proposed method incorporates neural architecture search to develop a carbon trading price forecasting model. By leveraging data augmentation for carbon emission price time series and utilizing triplet loss for model training, we enhance the reliability and security of carbon trading investment through accurate price forecasting. The experimental results further demonstrate the robust performance and precision of our carbon emission price forecasting module. Consequently, our approach provides efficient carbon emission trading services to businesses and individuals, offering a robust solution for global carbon emission reduction and the achievement of carbon neutrality.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"1117-1139"},"PeriodicalIF":4.6,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143800781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Sticky Information Technology Investment: Theory and Empirical Evidence 粘性信息技术投资：理论与实证

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-03-03 DOI: 10.1109/TEM.2025.3547691

Peng Liang;Hasan Cavusoglu;Nan Hu

{"title":"Sticky Information Technology Investment: Theory and Empirical Evidence","authors":"Peng Liang;Hasan Cavusoglu;Nan Hu","doi":"10.1109/TEM.2025.3547691","DOIUrl":"https://doi.org/10.1109/TEM.2025.3547691","url":null,"abstract":"This article provides a new way of thinking about managerial discretion in information technology (IT) investment decisions. We delve into the existence, antecedents, and consequences of sticky IT investment behavior, an understudied managerial deliberate resource commitment decision in response to changes in sales. Guided by downsizing theory, we initially theorize and find that IT investments exhibit stickiness: IT investments move downward less for sales decreases than they move upward for equivalent increases. Then drawing upon agency theory, adjustment costs theory, and managerial expectations theory—which influence managers’ motivation for downsizing—we predict and demonstrate that managers’ empire-building incentives, their avoidance of adjustment costs, and their optimism regarding future sales strengthen their engagement in sticky IT investments. Furthermore, we introduce and operationalize three novel measures of firm-specific IT investment stickiness that reflect slack IT resources during sales downturns, respectively, capturing the influence of empire-building incentives, adjustment costs, and managerial optimism. Built on these measures, we uncover that the degree of stickiness in a firm's IT investments offers additional insights into predicting future performance, growth in future IT labor, and growth in future sales. Overall, our work formulates an integrative conceptual framework for understanding sticky IT investment that incorporates the presence and antecedents of managers’ asymmetric IT investment decisions, as well as the implications of firm-specific sticky IT investment for forecasting future corporate outcomes. We discuss these findings and their practical and theoretical implications in detail.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"1010-1026"},"PeriodicalIF":4.6,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Untangling the Nonlinear Impact of Digital Innovation on Operational Efficiency 解开数字创新对运营效率的非线性影响

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-03-02 DOI: 10.1109/TEM.2025.3566115

Jie Deng;Jing Dai;Jinan Shao;Wuyue Shangguan

{"title":"Untangling the Nonlinear Impact of Digital Innovation on Operational Efficiency","authors":"Jie Deng;Jing Dai;Jinan Shao;Wuyue Shangguan","doi":"10.1109/TEM.2025.3566115","DOIUrl":"https://doi.org/10.1109/TEM.2025.3566115","url":null,"abstract":"In the digital era, digital innovation incorporating emerging digital technologies has profoundly revolutionized firms’ operations management. While digital innovation helps firms optimize operational processes and thus improves their operational efficiency, it also impairs operational efficiency by disrupting existing operating practices and routines. To disentangle this dilemma, this study combines the disruptive innovation literature and dynamic capability theory to explore the nonlinear impact of digital innovation on operational efficiency. Employing a dataset of 1527 Chinese listed firms from 2008 to 2019, we find that there is a U-shaped relationship between digital innovation and operational efficiency. Furthermore, different types of functional experiences in top management teams (TMTs) exert varying effects on this U-shaped relationship. Interestingly, throughput functional experience (i.e., production and manufacturing experience) in TMTs flattens the U-shaped digital innovation–operational efficiency linkage, whereas output functional experience (i.e., R&D, marketing, and sales experience) in TMTs steepens this curvilinear linkage. This research extends the growing literature on digital innovation by providing novel insights into the comprehension of the U-shaped digital innovation–operational efficiency relationship. Moreover, this study uncovers the distinct moderating roles of different types of functional experiences in TMTs, guiding firms to overcome the hurdle of digital innovation and harness more benefits from it.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"1954-1969"},"PeriodicalIF":4.6,"publicationDate":"2025-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144139952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Enabling and Inhibiting Leadership Behaviors in Continuous Improvement 持续改进中的领导行为激励与抑制

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-02-28 DOI: 10.1109/TEM.2025.3546696

Bart A. Lameijer;Corine T. Boon;Desirée H. van Dun;Deanne N. den Hartog

{"title":"Enabling and Inhibiting Leadership Behaviors in Continuous Improvement","authors":"Bart A. Lameijer;Corine T. Boon;Desirée H. van Dun;Deanne N. den Hartog","doi":"10.1109/TEM.2025.3546696","DOIUrl":"https://doi.org/10.1109/TEM.2025.3546696","url":null,"abstract":"Leaders play a key role in continuous improvement (CI) implementations. However, the research on CI-enabling versus CI-inhibiting leadership behaviors remains fragmented. Our research reviews empirically validate and extend the understanding of CI leadership behaviors by examining low versus high maturity and capability building versus value maximization CI implementations. After providing a literature review focused on leadership behaviors that affect CI implementation processes, we did expert interviews to see whether informants recognized these behaviors. Then, we did a survey among 144 key informants to empirically validate the relative importance of CI leadership behaviors and the moderating effect of CI implementation archetype and maturity level. Robustness analyses comprised instrument variable-based endogeneity treatment and secondary data-based common method bias assessment. No overall direct relationship was found between <italic>“command-and-control”</i> behaviors and CI implementation success, although these behaviors did have positive effects depending on the type of CI implementation. Also, “<italic>inspirational role modeling, coaching, and empowering”</i> behaviors relate positively to implementation success, especially in low-maturity CI implementations, regardless of their archetype. Unexpectedly, <italic>“serving”</i> behaviors were found to relate negatively to implementation success and were mostly relevant for low maturity and economically driven CI implementation archetypes. The results provide a prioritization of significant CI leadership behaviors and a novel measurement tool. We show how these leadership behaviors are contextually contingent upon different CI implementation situations. This mixed-methods study answers calls for more systematic scientific attention to the social components of CI implementation.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"1231-1247"},"PeriodicalIF":4.6,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143860958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

How to Operate Electricity Markets Using a Trilevel Optimization Framework 如何利用三级优化框架运行电力市场

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-02-28 DOI: 10.1109/TEM.2025.3545951

Zhiyuan Yang;Zifan Li;Shuaian Wang;Lu Zhen

{"title":"How to Operate Electricity Markets Using a Trilevel Optimization Framework","authors":"Zhiyuan Yang;Zifan Li;Shuaian Wang;Lu Zhen","doi":"10.1109/TEM.2025.3545951","DOIUrl":"https://doi.org/10.1109/TEM.2025.3545951","url":null,"abstract":"In the context of significant changes in the global energy landscape and the rapid transformation of the power industry, the complexity of electricity markets is growing. There is an urgent need for innovative management strategies and optimization solutions. Against this background, we investigate the optimization problems in electricity markets. We focus on the interactions among distribution network operators, microgrid operators, and prosumers and develop a trilevel optimization framework. This framework models the complex processes of electricity price setting, risk management, and prosumer participation to maximize profitability and operational efficiency. To solve this complex model efficiently, we propose a customized exact algorithm. It is based on the Karush–Kuhn–Tucker conditions and the L-shaped algorithm. Extensive computational experiments prove the effectiveness of the algorithm. We conduct sensitivity analyses on the electricity market operations, and the results provide valuable management insights for electricity markets. Our findings indicate that microgrid operators should prioritize flexible energy storage capacities and adaptable pricing mechanisms to effectively manage peak demand, especially during periods with high renewable generation.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"888-906"},"PeriodicalIF":4.6,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143667193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Overqualified Yet Motivated: Work Motivation, Technology Uncertainty and Overqualified Employees’ Innovative Behavior 大材小用的激励：工作动机、技术不确定性与大材小用员工的创新行为

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-02-26 DOI: 10.1109/TEM.2025.3546164

Yu-Yu Chang;Vida Davidavičienė;Alexandre Bronner;Yeshwant Raj. S.

{"title":"Overqualified Yet Motivated: Work Motivation, Technology Uncertainty and Overqualified Employees’ Innovative Behavior","authors":"Yu-Yu Chang;Vida Davidavičienė;Alexandre Bronner;Yeshwant Raj. S.","doi":"10.1109/TEM.2025.3546164","DOIUrl":"https://doi.org/10.1109/TEM.2025.3546164","url":null,"abstract":"Employees in high-tech companies, characterized by diverse professional backgrounds and varying stages of project development, are pivotal in driving innovation and sustaining competitive advantage. However, when these employees perceive themselves as overqualified for their current roles, this untapped potential can lead to divergent outcomes: serving as a catalyst for innovation or resulting in job dissatisfaction. This study examines the impact of perceived overqualification (POQ) on the innovative behavior of high-tech personnel by analyzing data from 374 professionals across technology firms in Taiwan and Thailand. Our findings indicate that while POQ can enhance innovative performance, its effectiveness is significantly influenced by the type of motivation and the level of technological uncertainty. Specifically, extrinsic motivation tends to dampen the innovative potential of overqualified employees, whereas intrinsic motivation amplifies it. The innovative capacity of overqualified employees is fully realized when their intrinsic motivation is high, particularly in environments characterized by significant technological uncertainty. Drawing on self-determination theory and cognitive evaluation theory, this study offers strategies for organizations to leverage the innovative capacity of overqualified employees. These strategies are vital in dynamic technological landscapes, where boosting intrinsic motivation can turn overqualification from a liability into a strategic asset for sustained innovation and competitive advantage.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"952-965"},"PeriodicalIF":4.6,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143667690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Paving the Way for Clean Energy in India: Insights From an Integrated Multicriteria Approach 为印度的清洁能源铺平道路：来自综合多标准方法的见解

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-02-26 DOI: 10.1109/TEM.2025.3545941

Rabindra Kumar Jena;Dolores Botella;Rosa Currás

引用次数: 0

Tailoring Success: Harnessing the Creational Affordances of Generative Artificial Intelligence to Drive Market Performance 裁剪成功：利用生成式人工智能的创造性能力来推动市场表现

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-02-21 DOI: 10.1109/TEM.2025.3542764

Lixu Li;Xiaohua Xin;Xinjie Xing;Yaoqi Liu;Lujie Chen

{"title":"Tailoring Success: Harnessing the Creational Affordances of Generative Artificial Intelligence to Drive Market Performance","authors":"Lixu Li;Xiaohua Xin;Xinjie Xing;Yaoqi Liu;Lujie Chen","doi":"10.1109/TEM.2025.3542764","DOIUrl":"https://doi.org/10.1109/TEM.2025.3542764","url":null,"abstract":"The rapid evolution of generative artificial intelligence (GenAI) has revolutionized various industries through its creational affordances. However, the impact of these affordances on business outcomes remains underexplored. Drawing on the resource-based view, we examine the relationships among GenAI's creational affordances, customer orientation, customization, and market performance. Using survey data from 196 information technology (IT) firms in mainland China, we reveal that both product and service customization significantly mediate the positive relationship between GenAI's creational affordances and market performance. Furthermore, customer orientation merely enhances the mediation effect of service customization, underscoring its critical role in maximizing the strategic benefits of GenAI. We contribute to existing technology-driven operations management research by emphasizing the moderated mediation mechanism in the relationship between GenAI's creational affordances and market performance. Our findings not only assist IT firms in better implementing their AI strategies but also offer a reference for the development of other firms.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"676-688"},"PeriodicalIF":4.6,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143667290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Two-Phase Scheduling Framework for Construction Program With Forbidden Time Windows 具有禁止时间窗的两阶段施工计划调度框架

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-02-21 DOI: 10.1109/TEM.2025.3543329

Sha Tao;Chaonan Liu;Jingchun Feng;Young Hoon Kwak;Yan Ning

{"title":"A Two-Phase Scheduling Framework for Construction Program With Forbidden Time Windows","authors":"Sha Tao;Chaonan Liu;Jingchun Feng;Young Hoon Kwak;Yan Ning","doi":"10.1109/TEM.2025.3543329","DOIUrl":"https://doi.org/10.1109/TEM.2025.3543329","url":null,"abstract":"A construction program composed of multiple projects is often exposed to a harsh environment. Some projects in the construction program might face forbidden time window constraints (e.g., periodic typhoon season), thereby influencing client's overall schedule. The construction program with forbidden time windows significantly challenges the traditional scheduling methods. To solve this problem, a two-phase scheduling framework is proposed. Before the construction program execution, a predictive scheduling method is used to generate an optimal baseline schedule. From the client perspective, each project of the construction program is considered as a node in the schedule network. During the execution, a reactive scheduling method is applied to adjust the baseline schedule when deviations occur. To validate the method, numerical experiments are conducted for a real-life case of a large water conservancy construction program. The results show that the peak demand of self-producing resource and the production system investment cost is reduced by 9.09% and 9.05%, respectively, compared with the critical path method. The framework provides clients with an effective tool for scheduling programs with forbidden time windows.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"842-854"},"PeriodicalIF":4.6,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

What Makes Contract Flexibility a Double-Edged Sword: The Impact of Multilevel Contextual Embedding Factors in China 是什么让合同灵活性成为一把双刃剑：中国多层次背景嵌入因素的影响

IF 4.6 3区管理学

IEEE Transactions on Engineering Management Pub Date : 2025-02-20 DOI: 10.1109/TEM.2025.3544435

Ling Yan;Yao Wang;Youcai Pan;Li Huang

{"title":"What Makes Contract Flexibility a Double-Edged Sword: The Impact of Multilevel Contextual Embedding Factors in China","authors":"Ling Yan;Yao Wang;Youcai Pan;Li Huang","doi":"10.1109/TEM.2025.3544435","DOIUrl":"https://doi.org/10.1109/TEM.2025.3544435","url":null,"abstract":"The main reason for the low efficiency of ex-post execution of flexible contracts is the double-edged sword effect of contract flexibility, which is influenced by various contextual factors at different levels. Therefore, it is critical to understand the mediating and moderating roles of these factors to ensure that contract flexibility has a positive impact. This article constructs a parallel and contradictory mediation model and identifies the boundary conditions from intraorganizational, interorganizational, and institutional levels. Data were collected from 272 Chinese construction projects and analyzed using structural equation model techniques. The results indicate that contract flexibility has a double-edged sword effect on contractors’ opportunistic behavior. Dynamic capabilities and the strength of auditing can intensify the relationship between contract flexibility and cooperative intentions or conflict, potentially stimulating the contractors’ opportunistic behaviors. Interorganizational trust enhances the supportive role of contract flexibility in cooperative intentions, but it also exacerbates conflicts and triggers contractors’ opportunistic behavior. This research enriches the existing body of knowledge on contract reference point theory by revealing the hidden mechanisms between contract and behavior. It explores the double-edged sword effect of contract flexibility within multilevel contextual frameworks, clarifying its boundary conditions.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"987-999"},"PeriodicalIF":4.6,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0