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Creating AI business value through BPM capabilities 通过 BPM 功能创造人工智能业务价值
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-04-12 DOI: 10.1108/bpmj-07-2023-0566
Aleš Zebec, Mojca Indihar Štemberger

Purpose

Although businesses continue to take up artificial intelligence (AI), concerns remain that companies are not realising the full value of their investments. The study aims to provide insights into how AI creates business value by investigating the mediating role of Business Process Management (BPM) capabilities.

Design/methodology/approach

The integrative model of IT Business Value was contextualised, and structural equation modelling was applied to validate the proposed serial multiple mediation model using a sample of 448 organisations based in the EU.

Findings

The results validate the proposed serial multiple mediation model according to which AI adoption increases organisational performance through decision-making and business process performance. Process automation, organisational learning and process innovation are significant complementary partial mediators, thereby shedding light on how AI creates business value.

Research limitations/implications

In pursuing a complex nomological framework, multiple perspectives on realising business value from AI investments were incorporated. Several moderators presenting complementary organisational resources (e.g. culture, digital maturity, BPM maturity) could be included to identify behaviour in more complex relationships. The ethical and moral issues surrounding AI and its use could also be examined.

Practical implications

The provided insights can help guide organisations towards the most promising AI activities of process automation with AI-enabled decision-making, organisational learning and process innovation to yield business value.

Originality/value

While previous research assumed a moderated relationship, this study extends the growing literature on AI business value by empirically investigating a comprehensive nomological network that links AI adoption to organisational performance in a BPM setting.

目的虽然企业继续采用人工智能(AI),但人们仍然担心企业没有实现其投资的全部价值。本研究旨在通过调查业务流程管理(BPM)能力的中介作用,深入了解人工智能如何创造商业价值。研究结果结果验证了所提出的系列多重中介模型,根据该模型,采用人工智能可通过决策和业务流程绩效提高组织绩效。流程自动化、组织学习和流程创新是重要的互补部分中介,从而揭示了人工智能如何创造商业价值。还可纳入若干呈现互补性组织资源(如文化、数字成熟度、业务流程管理成熟度)的调节因素,以确定更复杂关系中的行为。所提供的见解有助于指导组织开展最有前景的人工智能活动,即利用人工智能辅助决策、组织学习和流程创新实现流程自动化,从而产生商业价值。原创性/价值虽然之前的研究假设了一种调节关系,但本研究通过实证调查将人工智能的采用与业务流程管理背景下的组织绩效联系起来的综合名义学网络,扩展了有关人工智能商业价值的不断增长的文献。
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引用次数: 0
Supplier concentration and debt maturity structure 供应商集中度和债务期限结构
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-04-05 DOI: 10.1108/bpmj-06-2023-0475
Tie Zhang, Ying Wang, Xiangfei Zeng
PurposeThis paper takes Chinese A-share listed companies from 2007 to 2021 as research samples to investigate the influence of supplier concentration on debt maturity structure and its mechanism. It further analyzes whether the relationship between the two is different in the case of different monetary policies, collateral assets, and total debt. The research conclusion is of practical significance for enterprises to construct a balanced debt maturity structure and prevent financial risks.Design/methodology/approachThis paper adopts the empirical research method. The data came from the CSMAR database, which eliminated ST and *ST and companies with missing data, resulting in a sample of 20,328. Stata16 was used for statistical analysis.FindingsThere is an inverted U-shaped relationship between supplier concentration and debt maturity structure, and market position and trade credit play an intermediary role. In the case of tight monetary policy, fewer collateral assets, and higher total debt, the inverse U-shaped relationship is more significant.Originality/valueThis paper examines the relationship between supplier concentration and debt maturity structure from a non-linear perspective for the first time, providing theoretical support for enterprises to form a reasonable debt structure, and deepening the theoretical cognition of the relationship between supplier concentration and corporate debt maturity structure.
本文以 2007 年至 2021 年中国 A 股上市公司为研究样本,探讨供应商集中度对债务期限结构的影响及其机制。并进一步分析了在不同的货币政策、抵押资产和债务总额的情况下,两者之间的关系是否存在差异。研究结论对企业构建均衡的债务期限结构、防范财务风险具有现实意义。数据来源于 CSMAR 数据库,剔除 ST、*ST 以及数据缺失的企业,样本数为 20328 家。研究结果供应商集中度与债务期限结构之间存在倒 U 型关系,市场地位和贸易信贷起中介作用。本文首次从非线性视角研究了供应商集中度与债务期限结构之间的关系,为企业形成合理的债务结构提供了理论支持,深化了对供应商集中度与企业债务期限结构关系的理论认知。
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引用次数: 0
Organizational culture, knowledge sharing and organizational performance: a multi-country study 组织文化、知识共享和组织绩效:一项多国研究
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-04-04 DOI: 10.1108/bpmj-07-2023-0549
Muhammad Mustafa Raziq, Qudsia Jabeen, Sharjeel Saleem, Mohamed Dawood Shamout, Samad Bashir

Purpose

Drawing on the competing values framework, we look at the relationship of different organizational cultures (clan, hierarchy, adhocracy and market) with organizational performance. Furthermore, we examine the mediating role of knowledge sharing (attitude and behavior) in the organizational culture and organizational performance relationship.

Design/methodology/approach

We draw on survey data from 241 respondents working in the aerospace and aviation manufacturing and services firms in Pakistan (85), Turkey (65) and the United Arab Emirates (91). We employ structural equation modeling for data analysis.

Findings

Results suggest that knowledge sharing partially mediates the relationship between clan culture and organizational performance, and fully mediates the market culture and organizational performance relationship. Hierarchy culture is only positively related to organizational performance, while adhocracy culture shows no relationship with knowledge sharing, let alone organizational performance.

Originality/value

While knowledge sharing enhances organizational performance, there is limited knowledge with regard to the specific organizational culture(s) conducive to knowledge sharing and organizational performance. The study extends existing research on the topic and contributes by showing which cultures are more conducive to knowledge sharing and organizational performance and which are less.

目的根据价值观竞争框架,我们研究了不同组织文化(宗族文化、等级文化、民主文化和市场文化)与组织绩效之间的关系。此外,我们还研究了知识共享(态度和行为)在组织文化与组织绩效关系中的中介作用。设计/方法/途径我们利用了在巴基斯坦(85 家)、土耳其(65 家)和阿拉伯联合酋长国(91 家)的航空航天制造和服务公司工作的 241 名受访者的调查数据。我们采用结构方程模型进行数据分析。研究结果研究结果表明,知识共享部分调节了宗族文化与组织绩效之间的关系,并完全调节了市场文化与组织绩效之间的关系。虽然知识共享能提高组织绩效,但有关有利于知识共享和组织绩效的特定组织文化的知识却很有限。本研究扩展了现有的相关研究,并通过说明哪些文化更有利于知识共享和组织绩效,哪些不利于知识共享和组织绩效,为本研究做出了贡献。
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引用次数: 0
BPM challenges, limitations and future development directions – a systematic literature review 业务流程管理的挑战、局限性和未来发展方向--系统文献综述
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-03-25 DOI: 10.1108/bpmj-06-2023-0419
Marek Szelągowski, Justyna Berniak-Woźny

Purpose

The aim of this paper is to identify the main challenges and limitations of current business process management (BPM) development directions noticed by researchers, as well as to define the areas of the main BPM paradigm shifts necessary for the BPM of tomorrow to meet the challenges posed by Industry 4.0 and the emerging Industry 5.0. This is extremely important from the perspective of eliminating the existing broadening gap between the considerations of academic researchers and the needs of business itself.

Design/methodology/approach

A systematic literature review was conducted on the basis of the resources of two digital databases: Web of Science (WoS) and SCOPUS. Based on the PRISMA protocol, the authors selected 29 papers published in the last decade that diagnosed the challenges and limitations of modern BPM and contained recommendations for its future development. The content of the articles was analyzed within four BPM core areas.

Findings

The authors of the selected articles most commonly point to the areas of organization (21 articles) and methods and information technology (IT) (22 articles) in the context of the challenges and limitations of current BPM and the directions of recommended future BPM development. This points to the prevalence among researchers of the perspective of Industry 4.0 – or focus on technological solutions and raising process efficiency, with the full exclusion or only the partial signalization of the influence of implementing new technologies on the stakeholders and in particular – employees, their roles and competencies – the key aspects of Industry 5.0.

Research limitations/implications

The proposal of BPM future development directions requires the extension of the BPM paradigm, taking into account its holistic nature, especially unpredictable, knowledge-intensive business processes requiring dynamic management, the need to integrate BPM with knowledge management (KM) and the requirements of Industry 5.0 in terms of organizational culture. The limitation is that the study is based on only two databases: WoS and SCOPUS and that the search has been narrowed down to publications in English only.

Practical implications

The proposal of BPM future development directions also requires the extension of the BPM paradigm, taking into account the specific challenges and limitations that managers encounter on a daily basis. The presented summaries of the challenges and limitations resulting from the literature review are accompanied by recommendations that are primarily dedicated to practitioners.

Social implications

The article indicates the area people and culture as one of the four core areas of BPM. It emphasizes the necessity to account to a greater degree for the influence of people, their kno

目的本文旨在明确研究人员注意到的当前业务流程管理(BPM)发展方向的主要挑战和局限性,并界定未来 BPM 所需的主要 BPM 范式转变领域,以应对工业 4.0 和新兴工业 5.0 带来的挑战。从消除学术研究人员的考虑与企业自身需求之间现有的日益扩大的差距的角度来看,这一点极为重要:科学网(WoS)和 SCOPUS。根据 PRISMA 协议,作者选择了过去十年中发表的 29 篇论文,这些论文分析了现代业务流程管理所面临的挑战和局限性,并对其未来发展提出了建议。研究结果所选文章的作者在谈到当前 BPM 所面临的挑战和局限性以及未来 BPM 发展的建议方向时,最常提到的领域是组织(21 篇)以及方法和信息技术(IT)(22 篇)。这表明,研究人员普遍从工业 4.0 的角度出发,或侧重于技术解决方案和提高流程效率,而完全忽视或仅部分强调了实施新技术对利益相关者的影响,特别是对员工及其角色和能力的影响,而这正是工业 5.0 的关键方面。研究的局限性/影响对业务流程管理未来发展方向的建议要求扩展业务流程管理范式,同时考虑到其整体性,特别是不可预测的、知识密集型的业务流程需要动态管理,将业务流程管理与知识管理(KM)相结合的必要性,以及工业 5.0 在组织文化方面的要求。这项研究的局限性在于,它只基于两个数据库:WoS 和 SCOPUS:实际意义提出业务流程管理的未来发展方向还需要扩展业务流程管理范式,同时考虑到管理人员日常遇到的具体挑战和限制。本文对文献综述中提出的挑战和局限性进行了总结,并提出了主要针对实践者的建议。社会影响本文指出,人与文化是业务流程管理的四个核心领域之一。文章强调,有必要在更大程度上考虑人的影响、人的知识、经验和参与度,以及正式和非正式的沟通,否则就不可能在业务流程执行过程中利用个人和群体的创造力、创新力和活力来创造价值。原创性/价值据作者所知,这是第一篇系统回顾现代业务流程管理的局限性及其在工业 4.0 和工业 5.0 背景下的未来的文献。
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引用次数: 0
Does blockchain adoption engender environmental sustainability? The mediating role of customer integration 采用区块链是否会带来环境可持续性?客户整合的中介作用
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2024-03-22 DOI: 10.1108/bpmj-03-2023-0155
Summer K. Mohamed, Sandra Haddad, Mahmoud Barakat

Purpose

Due to the rapid increase in environmental degradation and depletion of natural resources, there has been a recent shift in global focus from economic concerns to environmental ones. The purpose of this research is to examine the relevant literature on the use of blockchain technology to promote environmental sustainability through customer integration.

Design/methodology/approach

The proposed framework is based on the theoretical lens of systems theory (ST) and knowledge-based view (KBV) theory, and is developed by conducting a systematic literature review of 51 articles, (16) from 2022, (17) from 2021, (10) 2020, (5) 2019, (2) 2018 and (1) from 2017 on blockchain technology (BCT), environmental supply chain performance (ESCP) and customer integration.

Findings

Three main propositions are formulated and demonstrated using the developed framework, which shows that BCT has the potential to revolutionize the supply chain from an environmental sustainability perspective through facilitating waste management, reduction of energy consumption and reduction of carbon emissions/pollution. The technology will not only enhance the environmental sustainability but also facilitate customer integration through resolving transparency issues, protecting data/enhancing security, database decentralization, promoting trust and immutability.

Originality/value

The effects of blockchain on supply chain performance has been studied in the past; however, no studies were found which shed light on how BCT can affect ESCP through the mediation of customer integration.

目的由于环境退化和自然资源枯竭迅速加剧,全球关注的焦点最近已从经济问题转向环境问题。本研究的目的是考察通过客户整合利用区块链技术促进环境可持续发展的相关文献。设计/方法/途径本文提出的框架基于系统理论(ST)和基于知识的观点(KBV)理论的理论视角,通过对51篇文章进行系统的文献综述而建立,其中16篇来自2022年,17篇来自2021年,10篇来自2020年,5篇来自2019年,2篇来自2018年,1篇来自2017年,内容涉及区块链技术(BCT)、环境供应链绩效(ESCP)和客户整合。研究结果利用所开发的框架提出并论证了三个主要命题,这些命题表明,从环境可持续性的角度来看,BCT 有潜力通过促进废物管理、降低能耗和减少碳排放/污染来彻底改变供应链。该技术不仅能提高环境可持续性,还能通过解决透明度问题、保护数据/提高安全性、数据库去中心化、促进信任和不变性来促进客户整合。
{"title":"Does blockchain adoption engender environmental sustainability? The mediating role of customer integration","authors":"Summer K. Mohamed, Sandra Haddad, Mahmoud Barakat","doi":"10.1108/bpmj-03-2023-0155","DOIUrl":"https://doi.org/10.1108/bpmj-03-2023-0155","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Due to the rapid increase in environmental degradation and depletion of natural resources, there has been a recent shift in global focus from economic concerns to environmental ones. The purpose of this research is to examine the relevant literature on the use of blockchain technology to promote environmental sustainability through customer integration.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The proposed framework is based on the theoretical lens of systems theory (ST) and knowledge-based view (KBV) theory, and is developed by conducting a systematic literature review of 51 articles, (16) from 2022, (17) from 2021, (10) 2020, (5) 2019, (2) 2018 and (1) from 2017 on blockchain technology (BCT), environmental supply chain performance (ESCP) and customer integration.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>Three main propositions are formulated and demonstrated using the developed framework, which shows that BCT has the potential to revolutionize the supply chain from an environmental sustainability perspective through facilitating waste management, reduction of energy consumption and reduction of carbon emissions/pollution. The technology will not only enhance the environmental sustainability but also facilitate customer integration through resolving transparency issues, protecting data/enhancing security, database decentralization, promoting trust and immutability.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>The effects of blockchain on supply chain performance has been studied in the past; however, no studies were found which shed light on how BCT can affect ESCP through the mediation of customer integration.</p><!--/ Abstract__block -->","PeriodicalId":47964,"journal":{"name":"Business Process Management Journal","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140201820","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 and when domestic and international collaboration networks influence innovation performance of SMEs: evidence from China 国内和国际合作网络如何以及何时影响中小企业的创新绩效:来自中国的证据
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2023-12-22 DOI: 10.1108/bpmj-05-2023-0336
C. Lu, Yong Qi, Shibo Hao, Bo Yu
PurposeThis study aims to explore the effect of collaboration networks (domestic and international collaboration networks) on the innovation performance of small and medium-sized enterprises (SMEs). It also investigates the mediating role of business model innovation, the moderating role of entrepreneurial orientation and government institutional support between them.Design/methodology/approachHierarchical regression analysis is adopted to test the hypotheses based on survey data provided by 223 manufacturing SMEs in China.FindingsThe results reveal that domestic and international collaboration networks positively affect SMEs' innovation performance. Business model innovation mediates domestic and international collaboration networks-SMEs’ innovation performance relationships. Entrepreneurial orientation positively moderates international collaboration networks–SMEs’ innovation performance relationship, and government institutional support positively moderates domestic and international collaboration networks–SMEs’ innovation performance relationships.Practical implicationsThe findings indicate that managers of SMEs should invest in domestic and international collaboration networks and business model innovation to enhance SMEs' innovation performance. Moreover, entrepreneurial orientation and government institutional support should be valued when SMEs try to enhance their innovation performance by embedding in domestic and international collaboration networks.Originality/valueThis study broadens the authors' understanding of the relationship between collaboration networks and firms' innovation performance by classifying collaboration networks into domestic and international dimensions and investigating their direct impacts on SMEs' innovation performance. Besides, this study reveals how and when domestic and international collaboration networks influence the innovation performance of SMEs.
目的本研究旨在探讨合作网络(国内和国际合作网络)对中小企业创新绩效的影响。基于中国 223 家制造业中小企业提供的调查数据,采用层次回归分析法对假设进行检验。研究结果表明,国内和国际协作网络对中小企业的创新绩效产生积极影响。商业模式创新介导了国内和国际合作网络与中小企业创新绩效之间的关系。实践意义研究结果表明,中小企业管理者应投资于国内外合作网络和商业模式创新,以提高中小企业的创新绩效。此外,当中小企业试图通过嵌入国内和国际合作网络来提高其创新绩效时,应重视创业导向和政府制度支持。此外,本研究还揭示了国内和国际合作网络如何以及何时影响中小企业的创新绩效。
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引用次数: 0
Relationship between trust, the investment model and logistics performance in supply chain management 供应链管理中信任、投资模式与物流绩效之间的关系
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2023-12-20 DOI: 10.1108/bpmj-02-2023-0073
Changjoon Lee, Byoung-Chun Ha

Purpose

This study examines the relationship between trust, the investment model and logistics performance and the importance of commitment between companies in the supply chain. Furthermore, it analyzes satisfaction, quality of alternatives, investment size and commitment level, which are the constituent factors of the investment model, and reviews trust and logistics performance to ascertain their causal relationship.

Design/methodology/approach

The authors examined employees working in supply chain-related departments in Korean companies and further conducted an online survey for a month in January 2022 through the survey agency Entrust Survey, through which the authors distributed a total of 4,082 questionnaires and collected and used a total of 300 questionnaires for statistical analysis. The authors then validated the hypotheses using SPSS 18.0 and AMOS 18.0 using the structural equation modeling method.

Findings

The results showed that trust significantly and positively affects satisfaction levels in the relationship between companies in the supply chain. Trust can lower uncertainty in the transaction process between companies.

Originality/value

In this study, the investment model, which has been predominantly observed in the field of family psychology, was applied to business studies. In addition, the investment model was extended to enable its application to supply chain management research, thereby offering a distinctive research model from preceding studies.

目的 本研究探讨了信任、投资模式与物流绩效之间的关系,以及供应链中企业间承诺的重要性。此外,它还分析了作为投资模式构成因素的满意度、替代品质量、投资规模和承诺水平,并回顾了信任和物流绩效,以确定它们之间的因果关系。设计/方法/方法作者对韩国公司供应链相关部门的员工进行了调查,并进一步通过调查机构 Entrust Survey 在 2022 年 1 月进行了为期一个月的在线调查,作者共发放了 4,082 份问卷,并收集和使用了共计 300 份问卷进行统计分析。然后,作者使用 SPSS 18.0 和 AMOS 18.0,采用结构方程建模法对假设进行了验证。研究结果结果表明,信任对供应链中企业间关系的满意度有显著的正向影响。原创性/价值在本研究中,主要在家庭心理学领域观察到的投资模型被应用到商业研究中。此外,本研究还对投资模型进行了扩展,使其能够应用于供应链管理研究,从而提供了一种有别于以往研究的独特研究模型。
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引用次数: 0
Green certification practices and process innovation alignment: diminishing point and catching up in nation's economic development 绿色认证实践与流程创新接轨:国家经济发展中的减点与赶超
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2023-12-18 DOI: 10.1108/bpmj-03-2023-0160
H. Nguyen, George Onofrei, Ying Yang, Kevin Nguyen, M. akbari, Hiep Pham
PurposeThe manufacturing investment shift from developed countries to emerging and developing regions creates further needs for identifying appropriate green certification strategies. This study proposes that alignments between green certification practices (GCRs) and process innovation (PIN) could help identify appropriate strategies that national economic development can influence.Design/methodology/approachDrawing on the diffusion of innovation theories, this study proposed a taxonomy to examine whether sustainable performance differs depending on the levels of alignment and the role of national economic development. The study uses an empirical survey approach to highlight alignments between GCRs and PIN among developed, developing and emerging economic nations, addressing resource allocation for the world's sustainable development goals (SDGs).FindingsManufacturers need to align PIN practices with the level of green certification to achieve sustainable performance. Manufacturers experiencing higher payoffs from various improvements successfully align in GCR and PIN. The alignment between these two concepts can derive different taxonomies, which highlight performance and managerial implications for manufacturers. The manufacturers followed three distinct typologies: minimalist, process active and proactive. Besides, building on the theory of performance frontiers, the findings indicated that manufacturers in developing and emerging economies placed the most substantial GCR effort compared to their counterparts in developed nations. Manufacturers in developed countries are increasingly reaching the “diminishing points” and investing limited resources in GCR just enough to keep their competitive positioning as order qualifiers rather than order winners. Developing economies are catching up very quickly in attaining GCRs and business performance.Research limitations/implicationsThis insight is essential for managers to adapt to nations' economic development conditions and appropriately and effectively align resources.Practical implicationsThe findings offer a decision-making process and provide straightforward guidelines for supply chain managers' green certification adoption.Originality/valueIn including both PIN and green certification, this paper adds greater comprehensiveness and richness to the supply chain literature.
目的制造业投资从发达国家向新兴和发展中地区转移,这进一步需要确定适当的绿色认证战略。本研究提出,绿色认证实践(GCR)与流程创新(PIN)之间的一致性有助于确定国家经济发展可以影响的适当战略。设计/方法/途径本研究借鉴创新扩散理论,提出了一种分类方法,以研究可持续绩效是否因一致性水平和国家经济发展的作用而有所不同。研究采用实证调查的方法,强调了发达国家、发展中国家和新兴经济国家的 GCR 与 PIN 之间的一致性,以解决世界可持续发展目标(SDGs)的资源分配问题。研究结果制造商需要使 PIN 实践与绿色认证水平保持一致,以实现可持续绩效。从各种改进中获得更高回报的制造商成功地将 GCR 和 PIN 结合起来。这两个概念之间的协调可以衍生出不同的分类法,从而突出对制造商的绩效和管理影响。制造商遵循三种不同的类型:最小化、流程主动化和积极主动化。此外,在绩效前沿理论的基础上,研究结果表明,与发达国家的制造商相比,发展中国家和新兴经济体的制造商在 GCR 方面投入的精力最多。发达国家的制造商正逐渐达到 "递减点",在 GCR 上投入的有限资源仅够维持其作为订单合格者而非订单赢家的竞争定位。研究局限性/意义这一洞察力对于管理者适应国家经济发展条件并合理有效地调整资源至关重要。研究结果为供应链管理者采用绿色认证提供了一个决策过程,并提供了直接的指导。
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引用次数: 0
Linking extra-industry network and organization–stakeholder relationships to SMEs performance through absorptive capacity: interaction effect of outsourcing big data analytics 通过吸收能力将行业外网络和组织利益相关者关系与中小企业绩效联系起来:外包大数据分析的交互效应
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2023-11-24 DOI: 10.1108/bpmj-05-2023-0347
Alireza Jalali, Said Mohamad Al Riyami, Mohammad Rezaur Razzak, Hanin Suleiman Alqam

Purpose

The purpose of this study is to empirically examine the direct effect of extra-industry network (EIN) and organization–stakeholder relationships (OSR) on absorptive capacity (ACAP). In addition, this study explored indirect effects of EIN and OSR on performance through ACAP among small- and medium-sized enterprises (SMEs) in Oman by considering the moderating role of big data analytics (BDA) outsourcing.

Design/methodology/approach

This study utilized quantitative method through survey questionnaire. The hypotheses were tested with a sample size of 202 surveys completed by SME owners. Partial least squares-structural equation modeling (PLS-SEM) was administered to analyze data via the SmartPLS 4.0 software.

Findings

The analysis revealed that EIN and OSR had an indirect effect on performance through ACAP, while propensity to outsource BDA was found to have a positive moderating role between EIN and performance. Interestingly, propensity to outsource BDA was found to have a negative moderating influence on the relationship between ACAP and performance.

Practical implications

This research is beneficial for entrepreneurs who wish to learn about the specific intangible resources significant for venture growth, to devise effective strategies to expand their EIN and OSR and to consider the significance of the correlations established in this study through ACAP. The result also assists managers in a way that the propensity to outsource BDA strengthens the positive effect of EIN on performance and weakens the positive effect of ACAP on performance.

Originality/value

This research appears to be among the first empirical studies that attempt to provide insights into the importance of ACAP as the key mechanisms to transform the advantages of EIN and OSR to enhance performance by considering the moderating role of propensity to outsource BDA.

目的研究行业外网络(EIN)和组织利益相关者关系(OSR)对吸收能力(ACAP)的直接影响。此外,本研究通过考虑大数据分析(BDA)外包的调节作用,探讨了EIN和OSR通过ACAP对阿曼中小企业(sme)绩效的间接影响。设计/方法/方法本研究采用定量方法,通过问卷调查。我们以202份中小企业主问卷为样本,对上述假设进行了检验。采用偏最小二乘结构方程模型(PLS-SEM),通过SmartPLS 4.0软件进行数据分析。结果发现,通过ACAP, EIN和OSR对绩效有间接影响,而外包BDA倾向在EIN和绩效之间有正向调节作用。有趣的是,外包BDA倾向对ACAP与绩效之间的关系具有负向调节作用。本研究有助于企业家了解对创业成长具有重要意义的具体无形资源,制定有效的策略来扩大其EIN和OSR,并通过ACAP考虑本研究建立的相关性的意义。研究结果还表明,外包BDA的倾向增强了EIN对绩效的积极作用,削弱了ACAP对绩效的积极作用。原创性/价值本研究似乎是第一批试图通过考虑外包BDA倾向的调节作用,深入了解ACAP作为将EIN和OSR优势转化为提高绩效的关键机制的重要性的实证研究之一。
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引用次数: 0
Business model innovation in sustainable entrepreneurship: co-evolutionary evidence from small accommodation firms 可持续创业中的商业模式创新:来自小型住宿公司的共同进化证据
IF 4.1 3区 管理学 Q1 Business, Management and Accounting Pub Date : 2023-11-23 DOI: 10.1108/bpmj-01-2023-0059
Silvia Baiocco, Paola M.A. Paniccia

Purpose

This paper aims to better understand how business model innovation (BMI) occurs in the context of sustainable entrepreneurship, emphasizing the dialectical nature of entrepreneurial relationships. To do so, key interdependencies and reciprocal influences between internal/firm-specific and external/environmental factors underlying BMI for sustainability are analysed through co-evolutionary lenses.

Design/methodology/approach

A co-evolutionary framework is developed and applied to a longitudinal business model (BM) analysis of 15 Italian widespread hotels, which creatively use historic villages at risk of abandonment to establish their hotels.

Findings

Largely influenced by the interplay between internal and external factors, BMI of widespread hotels occurs through multilevel co-adaptations, which are recognised as virtuous by all stakeholders involved. Effective variations of the BM value elements are selected resulting in circular economy practices, which are retained for successful BMI, radical (first) and incremental (thereafter). Knowledge of specific local and multi-local conditions, time awareness and a future-oriented temporal perspective, by both entrepreneurs and policymakers, favour this dynamic.

Practical implications

Developing targeted policies and practices based on increased organisational knowledge supported by indicators can help in selecting and retaining successful variations of BMs appropriately in/with time with positive effects on firms' performance and sustainable development.

Originality/value

This study provides a novel co-evolutionary framework that explicitly links sustainable entrepreneurship and BM concepts in the accommodation sector. It further proposes a dynamic and holistic explanation of BMI for sustainability from which the crucial roles of the time-knowledge binomial and circular practices emerge.

本文旨在更好地理解商业模式创新(BMI)是如何在可持续创业的背景下发生的,强调创业关系的辩证性质。为此,通过共同进化的视角分析了可持续性BMI背后的内部/企业特定因素和外部/环境因素之间的关键相互依赖关系和相互影响。设计/方法/方法开发了一个协同进化框架,并将其应用于对15家意大利广泛分布的酒店的纵向商业模式(BM)分析,这些酒店创造性地利用有被遗弃风险的历史村庄来建立酒店。在很大程度上受内部和外部因素相互作用的影响,广泛的酒店的BMI是通过多层次的共同适应发生的,这被所有利益相关者认为是良性的。选择BM价值要素的有效变化导致循环经济实践,这些实践被保留为成功的BMI,激进(首先)和增量(之后)。企业家和政策制定者对具体的地方和多地方条件的了解、时间意识和面向未来的时间观点都有利于这种动态。在指标支持下,基于增加的组织知识,制定有针对性的政策和实践,有助于适时选择和保留成功的bpm变体,对企业绩效和可持续发展产生积极影响。原创性/价值本研究提供了一个新的共同进化框架,明确地将住宿行业的可持续创业和企业管理理念联系起来。它进一步提出了一个动态和整体的解释BMI的可持续性,从时间知识二项式和循环实践的关键作用出现。
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Business Process Management Journal
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