Journal of Open Innovation: Technology, Market, and Complexity最新文献

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Innovation or reinvention? A systematic and bibliometric review of public sector digital infrastructure 创新还是再造?对公共部门数字基础设施进行系统的文献计量分析
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-07-16 DOI: 10.1016/j.joitmc.2025.100593
Josephine Lusi , Birgy Lorenz , Ingrid Pappel
{"title":"Innovation or reinvention? A systematic and bibliometric review of public sector digital infrastructure","authors":"Josephine Lusi ,&nbsp;Birgy Lorenz ,&nbsp;Ingrid Pappel","doi":"10.1016/j.joitmc.2025.100593","DOIUrl":"10.1016/j.joitmc.2025.100593","url":null,"abstract":"<div><div>Digital Public Infrastructure (DPI) has emerged as a foundational enabler of modern digital governance, yet scholarly understanding of its scope, design, and impact remains fragmented. This study addresses this gap by conducting a comprehensive systematic review and bibliometric analysis of 1153 scholarly and grey literature sources published between 1998 and April 2025. Our dual-method approach traces the conceptual evolution of DPI, maps key thematic trajectories, and critically examines whether DPI constitutes a genuine innovation or a reconfiguration of prior digital government paradigms. The analysis reveals a predominant focus on exploratory and practice-oriented studies, with limited empirical and longitudinal research. Notably, current framings position DPI in techno-solutionist terms, while overlooking crucial socio-technical elements, including legal and institutional infrastructures, digital readiness, and regional interoperability. In response to these gaps, we propose a more nuanced and multidimensional definition of DPI that integrates overlooked non-technical components. We further posit that DPI should not be reduced to technical artefacts but recognised as a dynamic socio-technical construct with profound implications for inclusivity, public value, and sustainable digital transformation. Our findings contribute to clarifying the conceptual boundaries of DPI and advancing a more grounded understanding that can inform both academic research and institutional practice. We conclude with a forward-looking research agenda, calling for interdisciplinary research, participatory policy design, and context-sensitive evaluation frameworks for DPI implementation.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100593"},"PeriodicalIF":0.0,"publicationDate":"2025-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144721058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling the implementation of open innovation in service ecosystems: A framework for shared mobility transformation 服务生态系统中开放式创新的实施建模:共享移动转型的框架
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-07-11 DOI: 10.1016/j.joitmc.2025.100592
Katarzyna Turoń
{"title":"Modeling the implementation of open innovation in service ecosystems: A framework for shared mobility transformation","authors":"Katarzyna Turoń","doi":"10.1016/j.joitmc.2025.100592","DOIUrl":"10.1016/j.joitmc.2025.100592","url":null,"abstract":"<div><div>Shared mobility services – including car-sharing, bike-sharing, and scooter-sharing – have surged in popularity but face persistent challenges. Many providers fail after pilot phases, due not only to technical and managerial issues but also to a reluctance to embrace openness. This paper proposes a comprehensive framework for implementing Open Innovation in service ecosystems, generalizable across sectors, with an illustrative focus on shared mobility. The framework is grounded in open innovation theory and innovation ecosystems literature, integrating platformization and servitization concepts. The article identifies critical stages – from ecosystem readiness to governance – and success factors (technological openness, ecosystem partnerships, user participation, regulatory alignment). By analyzing failures in shared mobility (e.g., Autolib’ and Ofo) and emerging Mobility-as-a-Service (MaaS) platforms, the article justify the need for an open innovation framework that spans technological, social, institutional, and business model innovation dimensions. This work contributes to open innovation and mobility studies by providing a citable blueprint to foster collaborative innovation in complex service ecosystems.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100592"},"PeriodicalIF":0.0,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144655707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring store image and green trust as predictors of food store loyalty: A structural model from an emerging market 商店形象和绿色信任作为食品商店忠诚度的预测因素:一个来自新兴市场的结构模型
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-07-10 DOI: 10.1016/j.joitmc.2025.100581
Bui Van Quang , Nguyen Thi Van
{"title":"Exploring store image and green trust as predictors of food store loyalty: A structural model from an emerging market","authors":"Bui Van Quang ,&nbsp;Nguyen Thi Van","doi":"10.1016/j.joitmc.2025.100581","DOIUrl":"10.1016/j.joitmc.2025.100581","url":null,"abstract":"<div><div>This study investigates the influence of store image attributes and consumer green food trust in customer satisfaction and store loyalty within the context of Vietnam's emerging food market. Grounded in the Commitment-Trust Theory, the Open Innovation Dynamics Theory and the Theory of Planned Behavior, the research develops and tests an integrated model that incorporates essential dimensions of store image—specifically, product assortment, store environment, sales service, and temporal aspects—alongside consumer trust in green food. Data were collected through a structured questionnaire administered to a sample of 386 consumers in Ho Chi Minh City, and the results were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings reveal that product assortment, sales service, and trust in green food significantly impact customer satisfaction and loyalty, with customer satisfaction as a vital mediating variable. In contrast, the store environment and temporal aspects did not directly affect store loyalty significantly. These results indicate a consumer trend toward prioritizing functional and health-related factors over atmospheric or convenience-related elements in food retail settings. This study contributes to the existing literature by applying established behavioral theories within a transitional market. It offers strategic insights for retailers seeking to enhance customer loyalty through trust-building and value-oriented offerings in the green food sector.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100581"},"PeriodicalIF":0.0,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144655810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
When AI meets influencers: Role of AI-powered instagram influencers driving consumers’ purchase intentions: An integration of SMIV & SOR framework 当AI遇到影响者:AI驱动的instagram影响者推动消费者购买意愿的作用:SMIV和SOR框架的整合
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-07-10 DOI: 10.1016/j.joitmc.2025.100591
Rohit Dhiman , Narender Singh Bhati
{"title":"When AI meets influencers: Role of AI-powered instagram influencers driving consumers’ purchase intentions: An integration of SMIV & SOR framework","authors":"Rohit Dhiman ,&nbsp;Narender Singh Bhati","doi":"10.1016/j.joitmc.2025.100591","DOIUrl":"10.1016/j.joitmc.2025.100591","url":null,"abstract":"<div><div>Artificial intelligence (AI) has become a game changer for Instagram influencers. AI assists influencers in refining their attributes by providing insights into the latest trends and enables influencers to create tailored content that engages audiences at a profound level. Despite such advancements, consumers fall into the trap of trusting the wrong influencer, posing a significant challenge for them to identify and trust the right influencer. Therefore, this study examines the Impact of AI-powered Instagram influencer attributes on consumers’ purchase intentions by integrating the Social Media Influencer Value (SMIV) and Stimulus-Organism-Response (SOR) models with 391 responses collected using purposive and snowball sampling. The empirical data were analyzed using Partial Least Squares-Structural Equation Modelling (PLS-SEM) using Smart-PLS 4.0. The findings highlighted that both Interaction and Trustworthiness were the most significant factors impacting Brand Awareness and Trust in Branded Posts, which in turn affect Purchase Intention (PI). This study will benefit brands, business firms, Instagram influencers, and most importantly the consumers in determining the most essential AI-powered Instagram influencer’s attributes that drive PI. While the output of this study is confined to Instagram and primarily focused on northern India, the recommendations hold significance for other social media platforms and are applicable worldwide.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100591"},"PeriodicalIF":0.0,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144623576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Driving AI chatbot adoption: A systematic review of factors, barriers, and future research directions 推动人工智能聊天机器人的采用:对因素、障碍和未来研究方向的系统回顾
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-07-09 DOI: 10.1016/j.joitmc.2025.100590
Norah Alharbi, Fareed Ud Din, David Paul, Edmund Sadgrove
{"title":"Driving AI chatbot adoption: A systematic review of factors, barriers, and future research directions","authors":"Norah Alharbi,&nbsp;Fareed Ud Din,&nbsp;David Paul,&nbsp;Edmund Sadgrove","doi":"10.1016/j.joitmc.2025.100590","DOIUrl":"10.1016/j.joitmc.2025.100590","url":null,"abstract":"<div><div>Adopting AI chatbots has gained significant momentum across various industries due to advancements in artificial intelligence. Despite their potential, AI chatbot adoption remains a complex process affected by numerous factors that are not fully understood. This systematic review seeks to identify and categorize the factors influencing AI chatbot adoption, including drivers and impediments. Following the PRISMA guidelines, a comprehensive review process was conducted. From 459 publications collected via Web of Science and Scopus, 84 research articles meeting eligibility criteria were analyzed to provide insights into the determinants of adoption. This review systematically examines the theoretical models employed, geographic distribution, primary domains of study, methodologies, and key factors shaping adoption. Furthermore, the study outlines future research directions to guide advancements in this area. The findings contribute to theoretical understanding by synthesizing determinants like anthropomorphism, trust, and hedonic motivation and advocating for integrating underexplored frameworks and hybrid methodologies. Practical implications are provided for developers, marketers, and policymakers, emphasizing user-centric design, privacy protection, and sector-specific strategies. This review advances knowledge in AI chatbot adoption and offers actionable insights for successful implementation across diverse industries.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100590"},"PeriodicalIF":0.0,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144631307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A multidimensional behavioral approach to solar photovoltaics adoption: Insights for advancing sustainable energy transition in commercial contexts 采用太阳能光伏发电的多维行为方法:在商业背景下推进可持续能源转型的见解
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-07-05 DOI: 10.1016/j.joitmc.2025.100589
Nanang Kurniawan , Soeprijanto Soeprijanto , Reny Nadlifatin
{"title":"A multidimensional behavioral approach to solar photovoltaics adoption: Insights for advancing sustainable energy transition in commercial contexts","authors":"Nanang Kurniawan ,&nbsp;Soeprijanto Soeprijanto ,&nbsp;Reny Nadlifatin","doi":"10.1016/j.joitmc.2025.100589","DOIUrl":"10.1016/j.joitmc.2025.100589","url":null,"abstract":"<div><div>The global shift toward sustainability and ecological responsibility has accelerated the large-scale transition to renewable energy. This research explores the predisposition toward adopting solar photovoltaic systems, particularly within commercial energy hubs, due to their role as key facilitators of renewable energy initiatives, thereby promoting wider adoption. By integrating Pro Environmental Planned Behavior model (PEPB) with previous empirical insights, this study constructs a comprehensive adoption model of solar photovoltaic adoption willingness. Survey data from 160 respondents were analyzed using quantitative techniques. The findings affirm the validity of the extended PEPB model by revealing the significant role of perceived authority support and environmental benefits in shaping the adoption behavior. Moreover, while perceived ease of use did not exhibit a significant effect, economic benefits emerged as a key determinant, underscoring the pivotal role of financial incentives in fostering positive adoption attitudes. Alongside subjective norms and perceived behavioral control, these attitudes serve as primary drivers of adoption intention. These findings advance the PEPB framework and provide multidimensional insights for accelerating solar photovoltaic adoption, particularly within commercial sectors, while also offering a valuable foundation for future research and policy development, especially in promoting clean and affordable energy solutions.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100589"},"PeriodicalIF":0.0,"publicationDate":"2025-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144605836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does economic complexity drive health sector investment? Empirical assessment of Sub-Saharan Africa 经济复杂性是否推动卫生部门投资?撒哈拉以南非洲的实证评估
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-07-04 DOI: 10.1016/j.joitmc.2025.100588
Nidel Lolita Wassou , Luc Nembot Ndeffo , Arsene Mouongue Kelly
{"title":"Does economic complexity drive health sector investment? Empirical assessment of Sub-Saharan Africa","authors":"Nidel Lolita Wassou ,&nbsp;Luc Nembot Ndeffo ,&nbsp;Arsene Mouongue Kelly","doi":"10.1016/j.joitmc.2025.100588","DOIUrl":"10.1016/j.joitmc.2025.100588","url":null,"abstract":"<div><div>Ensuring sustainable public health investment is a vital global objective, as strong healthcare systems enhance life expectancy, economic productivity, and overall development. Economic complexity has emerged as a key driver of fiscal capacity and long-term prosperity, yet its direct effect on government health expenditure (GHE) remains underexplored, particularly in Sub-Saharan Africa (SSA). To bridge this gap, this study examines the relationship between economic complexity and public health expenditure in 33 SSA countries from 2010 to 2022. Employing a variety of econometric techniques—including the fixed-effects Driscoll and Kraay estimator, IV-GMM, and Lewbel IV-2SLS. The findings reveal that economic complexity significantly enhances GHE, suggesting that higher levels of technological advancement, industrial diversification, and fiscal capacity contribute to greater healthcare investment. Additionally, income taxes and industrialization are identified as key transmission mechanisms through which economic sophistication influences GHE. These results remain robust across various robustness tests, reinforcing their validity. Based on these findings, policymakers should implement strategies that foster economic sophistication, enhance tax systems, and promote industrialization to ensure sustainable healthcare financing in SSA.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100588"},"PeriodicalIF":0.0,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144563125","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sustainable development indicators implications on Saudi Sustainable Economic Growth 可持续发展指标对沙特可持续经济增长的影响
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-07-03 DOI: 10.1016/j.joitmc.2025.100587
Muawya Ahmed Hussein , Dirar Elmahi Elobeid , Elsadig Musa Ahmed , Khalid Eltayeb Elfaki , Mohamed Sharif Bashir
{"title":"Sustainable development indicators implications on Saudi Sustainable Economic Growth","authors":"Muawya Ahmed Hussein ,&nbsp;Dirar Elmahi Elobeid ,&nbsp;Elsadig Musa Ahmed ,&nbsp;Khalid Eltayeb Elfaki ,&nbsp;Mohamed Sharif Bashir","doi":"10.1016/j.joitmc.2025.100587","DOIUrl":"10.1016/j.joitmc.2025.100587","url":null,"abstract":"<div><div>Sustainable Development Indicators (SDIs) are crucial for economic growth (EG) by offering a broader perspective on development, moving beyond a sole focus on gross domestic product (GDP). SDIs encompass indicators related to social equity, EG, and environmental preservation, providing a more comprehensive assessment of sustainable development. This study examines the contributions of SDIs to GDP growth in the KSA economy from 1995 to 2021. Specifically, the study evaluates the impact of life expectancy at birth (LIFEEXP), mean years of schooling (MEANYRSCH), expected years of schooling (EXPYRSCH), CO2 emissions (CO2), globalization index (GLOB), and digital connectivity (INT) on the KSA economy. The Autoregressive Distributed Lag (ARDL) model is employed to assess cointegration relationships and estimate both long-run and short-run coefficients for these variables. The ARDL cointegration test confirms the existence of long-term cointegration relationships between GDPP, LIFEEXP, MEANYRSCH, EXPYRSCH, CO<sub>2</sub>, GLOB, and INT. LIFEEXP is found to have the highest positive coefficient, significantly linked with GDPP growth in both the long and short runs. EXPYRSCH is negatively linked to EG in the long run, while MEANYRSCH positively influences growth. CO<sub>2</sub> shows an insignificant positive connection with growth in the long run, but in the short run, an increase in CO<sub>2</sub> stimulates EG. The long-term effects of GLOB on KSA’s EG are negative. The coefficient for INT is negatively associated with GDPP growth in the long run, though it promotes growth in the short run. A negative error correction term coefficient suggests that short-term variations will adjust to long-term equilibrium at a rate of 1.54 % per year. The policy implications of this study recommend a multi-sectoral development strategy that prioritizes human capital, digital transformation, environmental sustainability, and managed globalization to ensure resilient and equitable EG in KSA.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100587"},"PeriodicalIF":0.0,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144562811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing stock market predictions for classifying unlabelled celebrities' twitter data 增强股票市场预测分类未标记名人的推特数据
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-07-03 DOI: 10.1016/j.joitmc.2025.100575
Baljinder Singh , Mandeep Kaur , Gurbinder Singh Brar , NZ Jhanjhi
{"title":"Enhancing stock market predictions for classifying unlabelled celebrities' twitter data","authors":"Baljinder Singh ,&nbsp;Mandeep Kaur ,&nbsp;Gurbinder Singh Brar ,&nbsp;NZ Jhanjhi","doi":"10.1016/j.joitmc.2025.100575","DOIUrl":"10.1016/j.joitmc.2025.100575","url":null,"abstract":"<div><div>This work introduces a novel method for sentiment analysis in the stock market by combining Deep Neural Networks (DNN) and an improved Firefly Algorithm (FA). It is essential to comprehend investor sentiment in financial markets in order to forecast stock price movements and make wise investment choices. With the help of Deep Neural Networks, which are specially designed for sentiment analysis in stock market data, and the optimisation skills of the Firefly Algorithm, the suggested method seeks to increase classification accuracy. The effectiveness of the suggested approach is shown by means of empirical evaluations on benchmark datasets and a custom dataset created from actual stock market data. A comparative study with the most advanced techniques reveals significant improvements in sentiment emotion classification performance. The combination of FA and DNN presents a viable path forward for the development of sentiment analysis in the financial markets, enhancing our comprehension of stock market sentiments and enabling better-informed investment approaches.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100575"},"PeriodicalIF":0.0,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144631306","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digital competitive advantages of MSMEs and the antecedents factor (digital creativity and digital culture) 中小微企业的数字竞争优势及其前因(数字创意与数字文化)
Journal of Open Innovation: Technology, Market, and Complexity Pub Date : 2025-06-30 DOI: 10.1016/j.joitmc.2025.100585
Sarli Rahman , Fadrul, Suyono, Onny Setyawan, Achmad Tavip Junaedi, Nicholas Renaldo
{"title":"Digital competitive advantages of MSMEs and the antecedents factor (digital creativity and digital culture)","authors":"Sarli Rahman ,&nbsp;Fadrul,&nbsp;Suyono,&nbsp;Onny Setyawan,&nbsp;Achmad Tavip Junaedi,&nbsp;Nicholas Renaldo","doi":"10.1016/j.joitmc.2025.100585","DOIUrl":"10.1016/j.joitmc.2025.100585","url":null,"abstract":"<div><div>The aim of this study is to fill the gap in the literature regarding the empirical analysis of digital competitive advantage and to extend the knowledge about its antecedents such as digital culture and digital creativity. The subject of this study is micro, small and medium-sized enterprises (MSMEs), which are known to have barriers and constraints to the adoption and adaptation of technology in their businesses. Using a sample of 400 respondents from 400 MSMEs in Riau Province, Indonesia, the results of the PLS-SEM analysis revealed that digital culture plays an important role in improving MSMEs' digitalization capabilities in the context of enhancing digital creativity to help MSMEs gain digital competitive advantage. Furthermore, this study explains several elements that need to be fulfilled for an MSME to be said to have a digital culture, digital creativity and digital competitive advantage. Of course, these insights are useful for MSME managers or owners when creating a roadmap for implementing technology in their businesses to optimize the use of technology despite the existing constraints.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 3","pages":"Article 100585"},"PeriodicalIF":0.0,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144536037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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