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Article
Publication date: 13 May 2019

Emerging case oriented agents for sustaining educational institutions going green towards environmental responsibility

Bokolo Anthony Jnr., Mazlina Abdul Majid and Awanis Romli

The purpose of this paper is to design a system deployment model that integrates case-based agent technique to develop an eco-responsibility decision support tool for…

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Abstract

Purpose

The purpose of this paper is to design a system deployment model that integrates case-based agent technique to develop an eco-responsibility decision support tool for greening educational institutions toward environmental responsibility.

Design/methodology/approach

Data were collected through questionnaires distributed among a statistical population that comprised practitioners across educational institutions in Malaysia that implement green practices. The questionnaire measured the feasibility of the developed tool based on factors derived from the literature. Accordingly, descriptive, exploratory and factor analysis approach using statistical package for social sciences (SPSS) was used to test the feasibility of the developed tool.

Findings

Results from descriptive analysis confirm the tool is feasible based on mean values that range from 4.1619 to 3.6508 on a five-point scale, indicating that the tool is effective in sustaining educational institutions going green. Besides, results from exploratory analysis verify the reliability of the tool based on the acceptable Cronbach’s alpha reliability coefficient score higher than 0.7 and Kaiser–Meyer–Olkin value being above 0.5. Finally, results from factor analysis reveal that the developed tool is usable, efficient, helpful, flexible and credible and supports educational institutions in going green at 88.44 per cent of the total variance, suggesting that the respondents are satisfied with the tool.

Research limitations/implications

The sample population in this study comprises only practitioners from educational institutions in Malaysia. Theoretically, this research provides feasibility factors and associated items that can be used in evaluating developed information systems.

Practical implications

Practically, this study develops an eco-responsibility decision support tool to facilitate green strategies and provides information on how practitioners in educational institutions can improve green growth.

Social implications

This study presents how case-oriented agents aid educational institutions in going green for environmental responsibility. Socially, this research provides the strategies for green practice improvement in educational institutions toward environmental responsibility.

Originality/value

The eco-responsibility decision support tool provides a Web-based platform for promoting ecological protection by supporting the measuring of practitioners’ current green practices for environmental responsibility. Thus, research findings from this study are expected to help decision-makers generate useful insights into environment-friendly strategies to be implemented in educational institutions. Lastly, the statistical tests adopted in this paper can be used to gauge the feasibility of information system application in future.

Details

Journal of Systems and Information Technology, vol. 21 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/JSIT-10-2017-0083
ISSN: 1328-7265

Keywords

  • Sustainability
  • Educational institutions
  • Environmental responsibility
  • Feasibility study
  • Case-oriented agents
  • Green practice

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Article
Publication date: 1 November 2019

Sustainable value chain practice adoption to improve strategic environmentalism in ICT-based industries

Bokolo Anthony Jnr

This paper aims to investigate the current value chain activities grounded on Porter’s value chain theory and to examine the drivers of strategic environmentalism that…

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Abstract

Purpose

This paper aims to investigate the current value chain activities grounded on Porter’s value chain theory and to examine the drivers of strategic environmentalism that influence sustainable value chain adoption. This study further constructs a prescriptive model to reveal the extent to which information communication technology (ICT)-based industries are adopting sustainable value chain practices.

Design/methodology/approach

Data were collected using questionnaire from selected ISO 14000/14001-certified ICT-based firms in Malaysia and analyzed using partial least square-structural equation modeling.

Findings

Results reveal that the primary activities positively influence sustainable value chain. Moreover, results indicate that support activities significantly influence sustainable value chain adoption in ICT-based firms. Results further show that strategic environmentalism drivers have an impact on sustainable value chain adoption.

Research limitations/implications

Data were collected from ICT-based industries in Malaysia only. Additionally, this research extends the body of knowledge and offers theoretical implications for ICT-based industries in Malaysia and other emerging economies in adopting sustainable value chain activities.

Practical implications

Practically, this study assists ICT-based industries to change their current paradigm from the traditional operations to a more holistic approach toward supporting practitioners to simultaneously achieve social responsibility, environmental and economic growth.

Social implications

This study offers social implications for ICT-based industries to implement cleaner operations by decreasing CO2 emission, lessening energy usage, diminishing cost incurred and minimizing usage of natural resources, thereby increasing product recovery and recycle-ability of IT hardware.

Originality/value

This study is one of the first to address the issue related to sustainable value chain in ICT-based industry by providing a roadmap on how practitioners can implement sustainable initiatives or more significantly, how to infuse these initiatives in their current chain, while concurrently enhancing competitiveness. Furthermore, this paper examines the current activities implemented by practitioners toward sustainable value chain adoption and explores the correlation of the drivers of strategic environmentalism with regard to sustainable value chain.

Details

Journal of Global Operations and Strategic Sourcing, vol. 12 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/JGOSS-06-2018-0022
ISSN: 2398-5364

Keywords

  • Quantitative
  • Corporate social responsibility
  • Process design
  • Economic and social systems
  • New business or process or operations models
  • Modelling of systems and processes
  • Sustainability development
  • Sustainable value chain adoption
  • Strategic environmentalism
  • Primary value chain activities
  • Support value chain activities
  • ICT firms

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Article
Publication date: 4 September 2020

Predictors of blended learning deployment in institutions of higher learning: theory of planned behavior perspective

Bokolo Anthony Jnr, Adzhar Kamaludin, Awanis Romli, Anis Farihan Mat Raffei, Danakorn Nincarean A_L Eh Phon, Aziman Abdullah, Gan Leong Ming, Nurbiha A Shukor, Mohd Shukri Nordin and Suria Baba

Blended learning (BL) has been increasing in popularity and demand and has developed as a common practice in institutions of higher learning. Therefore, this study…

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Abstract

Purpose

Blended learning (BL) has been increasing in popularity and demand and has developed as a common practice in institutions of higher learning. Therefore, this study develops a model to evaluate the critical predictors that determine students' acceptance and deployment of BL in institutions of higher education based on the theory of planned behavior (TPB).

Design/methodology/approach

The empirical analysis entails data collected from 1,811 responses from an online survey questionnaire from students in Malaysian universities, colleges and polytechnics. Partial least square–structural equation modeling (PLS–SEM) was employed for data analysis.

Findings

The results reveal that the attitude, subjective norm, perceived behavioral control and self-efficacy were found to influence students' intention to accept BL. Moreover, results suggest that the intention of students to accept BL approach is significantly influenced by actual BL deployment.

Research limitations/implications

Data were collected from students in universities, colleges and polytechnics only. Besides, this research is one of the limited studies that explored BL deployment in a Malaysian perspective.

Practical implications

Findings from this research not only add scientific evidence to BL literature but also provide a better understanding of the predictors that may motivate or discourage learners to deploy BL in institutions of higher learning.

Social implications

Respectively, findings from this study aid students to acquire and apply knowledge on how to effectively improve BL initiatives in learning activities.

Originality/value

This study is one of the fewer studies that investigate students' behavioral intentions toward BL deployment in Malaysia. Additionally, this study contributes to the understanding of the predictors that influence students' intention to accept and deploy BL in their respective institutions.

Details

The International Journal of Information and Learning Technology, vol. 37 no. 4
Type: Research Article
DOI: https://doi.org/10.1108/IJILT-02-2020-0013
ISSN: 2056-4880

Keywords

  • Blended learning
  • Computer-mediated learning
  • Students perspective
  • Learning effectiveness
  • Theory of planned behavior
  • Institutions of higher learning

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Article
Publication date: 27 March 2020

Big data driven multi-tier architecture for electric mobility as a service in smart cities: A design science approach

Bokolo Anthony Jnr, Sobah Abbas Petersen, Dirk Ahlers and John Krogstie

Electric mobility as a service (eMaaS) is suggested as a possible solution to ease transportation and lessen environmental issues by providing a collaborative transport…

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Abstract

Purpose

Electric mobility as a service (eMaaS) is suggested as a possible solution to ease transportation and lessen environmental issues by providing a collaborative transport sharing infrastructure that is based on electric vehicles (EVs) such as electric cars, electric bicycles and so on. Accordingly, this study aims to propose a multi-tier architecture to support the collection, processing, analytics and usage of mobility data in providing eMaaS within smart cities. The architecture uses application programming interfaces to enable interoperability between different infrastructures required for eMaaS and allow multiple partners to exchange and share data for making decision regarding electric mobility services.

Design/methodology/approach

Design science methodology based on a case study by interview was used to collect data from an infrastructure company in Norway to verify the applicability of the proposed multi-tier architecture.

Findings

Findings suggest that the architecture offers an approach for collecting, aggregating, processing and provisioning of data originating from sources to improve electric mobility in smart cities. More importantly, findings from this study provide guidance for municipalities and policymakers in improving electric mobility services. Moreover, the author’s findings provide a practical data-driven mobility use case that can be used by transport companies in deploying eMaaS in smart cities.

Research limitations/implications

Data was collected from a single company in Norway, hence, it is required to further verify the architecture with data collected from other companies.

Practical implications

eMaaS operates on heterogeneous data, which are generated from EVs and used by citizens and stakeholders such as city administration, municipality transport providers, charging station providers and so on. Therefore, the proposed architecture enables the sharing and usage of generated data as openly available data to be used in creating value-added services to improve citizen’s quality of life and viability of businesses.

Social implications

This study proposes the deployment of electric mobility to address increased usage of vehicles, which contributes to pollution of the environment that has a serious effect on citizen’s quality of life.

Originality/value

This study proposes a multi-tier architecture that stores, processes, analyze and provides data and related services to improve electric mobility within smart cities. The multi-tier architecture aims to support and increase eMaaS operation of EVs toward improving transportation services for city transport operators and citizens for sustainable transport and mobility system.

Details

International Journal of Energy Sector Management, vol. 14 no. 5
Type: Research Article
DOI: https://doi.org/10.1108/IJESM-08-2019-0001
ISSN: 1750-6220

Keywords

  • Electric mobility as a service
  • Sustainability
  • Smart cities
  • Big data architecture
  • API management
  • Transport
  • Interviews
  • Knowledge management
  • Stakeholder meetings
  • Focus groups
  • Policy
  • Group discussion
  • Technology management
  • Road transport

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Article
Publication date: 3 June 2019

Validating the usability attributes of AHP-software risk prioritization model using partial least square-structural equation modeling

Bokolo Anthony Jnr.

This study aims to develop a software risk prioritization model using analytic hierarchy process (AHP) and further validate the usability attributes of the model in…

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Abstract

Purpose

This study aims to develop a software risk prioritization model using analytic hierarchy process (AHP) and further validate the usability attributes of the model in prioritizing operational, technical, technological, strategic and environmental software risks.

Design/methodology/approach

Questionnaire was used to collect data from software practitioners to evaluate the usability attributes of the AHP-software risk prioritization model. Accordingly, partial least square-structural equation modeling was used to analyze the collected data.

Findings

Results reveal that the developed AHP-software risk prioritization model is efficient and effective in facilitating software risk factor prioritization. In addition, results suggest that the experts are satisfied with the learnability, accessibility and navigation capability of the model. Besides, results indicate that the model provides a useable interface and system design for content availability of information needed by software practitioners in evaluating and prioritizing operational, technical, technological, strategic and environmental risk. Furthermore, results show that the experts intend to adopt the model to prioritize identified software risk in their firm.

Research limitations/implications

Methodologically, the developed AHP-software risk prioritization model is faced with issues such as inconsistency in judgments, weakness of confronting ambiguities and uncertainties of high complexity. Empirically, data were collected from software practitioners in Malaysia to validate the AHP-software risk prioritization model. Hence, results from this study cannot be generalized to other software practitioners in different countries.

Practical implications

This study developed a software risk prioritization model to evaluate and prioritize software risks that occur in software organizations by deploying AHP to carryout risk factor priority selection. Moreover, the model provides risk knowledge as guidelines for evaluating software risks in software organizations.

Social implications

The developed AHP-software risk prioritization model computes risk prioritization factor priority selection and further supports software practitioners and evaluates risks and associated risk factors. Besides, this study develops an instrument that can be used in project risk management to validate the usability attributes of software risk approaches.

Originality/value

This research designs use case and class diagram to show how the AHP-software risk prioritization model evaluates and prioritizes software risks factors by using risk evaluation questions. Additionally, the AHP-software risk prioritization model computes, evaluates and prioritizes software risk factors using risk factor priority selection for software project management.

Details

Journal of Science and Technology Policy Management, vol. 10 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/JSTPM-06-2018-0060
ISSN: 2053-4620

Keywords

  • Analytic hierarchy process
  • Risk management policy
  • Software organizations
  • Software project management
  • Software risk evaluation
  • Software risk prioritization

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Article
Publication date: 6 March 2019

A developed software agent-knowledge-assisted procurement management tool for retailing enterprise: A feasibility study

Bokolo Anthony Jnr

This study aims to develop a software agent-knowledge procurement management tool to address uncertainties from external and internal environments, such as record failure…

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Abstract

Purpose

This study aims to develop a software agent-knowledge procurement management tool to address uncertainties from external and internal environments, such as record failure, slow logistics auditing and distribution delay toward improving procurement management in retailing enterprises.

Design/methodology/approach

Quantitative methodology was used to collect data using a self-administered survey from randomly selected procurement staffs, marketers and customers to measure their perception regarding the feasibility and acceptance of the implemented agent-knowledge-based procurement management tool.

Findings

Results from empirical analysis reveal that the implemented tool facilitates collaboration and interaction among buyers, sellers and procurement managers toward enhancing procurement managers’ flexibility to handle unexpected exceptions. In addition, results confirm the feasibility of the implemented tool in supporting procurement management toward handling inventory failure exception, which occurs in traditional procurement approaches. Moreover, descriptive results from user acceptance test verify that the tool was accepted by the respondents.

Research limitations/implications

The limitation of this study is that the implemented tool is evaluated using data collected from respondents in Malaysia retailing enterprise only; thus, the results cannot be generalized to other enterprises and country. In addition, research implications from this study design a methodological and comprehensive software agent-knowledge-based model that support buyers, sellers and procurement managers with information to facilitate buying and selling operations.

Practical implications

Practically, the designed software agent-knowledge-based model describes how software agents collaborate with each other to facilitate procurement tasks and also use the knowledge base in the implemented tool to provide information sharing platform that manages the dynamics of procurement operations.

Social implications

This research integrates software agents which are autonomous programs that carryout pre-defined task on behalf of end users. Socially, this study would be useful for procurement managers in developing mechanisms for instilling insights in retailing operations.

Originality/value

This research is among the first to attempt to develop a software agent-knowledge-based model to support procurement management in the retailing enterprise domain. It contributes to promote e-procurement practices by implementing a software agent-knowledge-oriented tool to address uncertainties experienced in retailing enterprise. It is envisaged that this study will provide basis for future research into e-procurement practices for retailing businesses in Malaysia and beyond.

Details

VINE Journal of Information and Knowledge Management Systems, vol. 49 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/VJIKMS-08-2018-0069
ISSN: 2059-5891

Keywords

  • Applied knowledge management
  • Knowledge base
  • Information systems
  • Information management
  • Knowledge management
  • Knowledge management systems

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Article
Publication date: 9 November 2020

Green campus paradigms for sustainability attainment in higher education institutions – a comparative study

Bokolo Anthony Jnr

This study aims to explore the current Green practices implemented in Malaysia higher education institutions toward sustainability attainment by developing a…

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Abstract

Purpose

This study aims to explore the current Green practices implemented in Malaysia higher education institutions toward sustainability attainment by developing a multi-disciplinary comprehensive policy framework to further extend the collaboration among sustainability practitioners in providing integrated data on Green indicators linked to economic, social and environmental dimensions of sustainability in higher education institutions.

Design/methodology/approach

Primary data which comprises of sustainability archival documents from sixteen universities in Malaysia was used to explore the extent of Green practice for sustainability. In addition, this study also used secondary data from existing literature on sustainable development in Malaysia higher education institutional context.

Findings

Findings from the examined 16 universities and prior sustainability studies in Malaysia universities suggest that higher education institutions in Malaysia are presently implementing Green practices in their university campuses toward attaining sustainability.

Research limitations/implications

Qualitative data is only collected from higher education institutions in Malaysia. Hence, findings from this study cannot be generalized to universities in other countries.

Practical implications

This study provides insights toward infusing Green campus paradigms from a technological perspective to facilitate the exchange of information between sustainability practitioners to produce innovative solutions for addressing sustainability challenges.

Social implications

This research developed a policy framework that provides trans-disciplinary approach to be adopted by higher education institutions in Malaysia and further beyond toward attaining sustainability. Socially, this study provides Green indicators that act as a reference manual and road map toward sustainable development in higher education institutions.

Originality/value

A novel multi-disciplinary comprehensive policy framework is developed grounded on identified Green indicators integrated to provide information on how sustainability practitioners can implement Green practices paradigms across universities. Furthermore, the Green indicators can be used as metrics to provide data for Green practice measurement and monitoring in higher education institutions.

Details

Journal of Science and Technology Policy Management, vol. ahead-of-print no. ahead-of-print
Type: Research Article
DOI: https://doi.org/10.1108/JSTPM-02-2019-0008
ISSN: 2053-4620

Keywords

  • Environmental policy
  • Higher education institutions
  • Green campus paradigms
  • Green indicators
  • Policy management
  • Sustainability attainment

Content available
Article
Publication date: 3 June 2019

Green information technology adoption towards a sustainability policy agenda for government-based institutions: An administrative perspective

Bokolo Anthony Jnr., Mazlina Abdul Majid and Awanis Romli

The purpose of this study is to identify the key Green information technology (IT) components needed to be considered by government-based institutions and to develop a…

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Abstract

Purpose

The purpose of this study is to identify the key Green information technology (IT) components needed to be considered by government-based institutions and to develop a Green policy framework based on the identified Green IT components to facilitate government-based institutions achieve sustainability.

Design/methodology/approach

The Green policy framework and associated propositions are developed to facilitate government-based institutions achieve sustainability. In addition, a case study approach was adopted to verify the proposed framework based on data collected from open-ended interviews and sustainability report documents from two government-based institutions in Malaysia. Furthermore, the collected data were analyzed based on content analysis using descriptive and narrative method to present the findings of Green IT components adopted in the selected case studies.

Findings

Findings show that sustainability considerations are increasingly being deliberated in institutions. Moreover, finding from the analyzed data also indicates that there is an increased interest towards implementation of Green IT initiatives for developing, operating and usage by practitioners and staff within government-based institutions.

Research limitations/implications

Findings from this study suggest that the Green policy framework components have implications to support only government-based institutions address environmental, social and economic-related issues.

Practical implications

The developed Green IT components serve as robust indicators or constructs to measure management of Green IT initiatives currently being implemented and thereby provide a framework for sustainability committee members to benchmark their current Green IT practice.

Social implications

This study provides an agenda to guide government-based institutions achieve sustainability goals. Accordingly, government-based institutions can adopt the framework’s components to evaluate their progress, hence improving their target of attaining sustainability. Besides, this research provides an approach for assessing current practices adopted in government-based institutions against the Green IT components.

Originality/value

The originality of this study is attributed to the fact that this study presents Green IT policy framework to be considered by government-based institutions in achieving sustainability. The framework provides an agenda to simultaneously consider all three dimensions of sustainability the people, planet and profit (social, environment and economic). Moreover, this is one of the first studies to explore Green IT practices in government-based institutions.

Details

Journal of Science and Technology Policy Management, vol. 10 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/JSTPM-11-2017-0056
ISSN: 2053-4620

Keywords

  • Sustainability
  • Green policies
  • Government-based institutions
  • Green IT adoption
  • Green IT components
  • Technology and society

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Article
Publication date: 1 April 2019

Green information system integration for environmental performance in organizations: An extension of belief–action–outcome framework and natural resource-based view theory

Bokolo Anthony Jr

The purpose of this paper is to develop an eccentric model to examine the factors that influence environmental performance in organizations based on belief–action–outcome…

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Abstract

Purpose

The purpose of this paper is to develop an eccentric model to examine the factors that influence environmental performance in organizations based on belief–action–outcome framework and natural resource-based view theory.

Design/methodology/approach

Data were collected by employing online survey from respondents in organizations to statistically test the eccentric model and its associated hypotheses. Partial least squares–structural equation modeling and Statistical Package for Social Sciences were utilized to analyze the survey data.

Findings

The results show that information technology (IT) professionals and IT executives’ behavior positively influences environmental performance. Further results suggest that the belief of IT professionals and IT executives is significantly influenced by the action of IT infrastructure, institutional pressure, organizational strategy and information diffusion. In addition, results reveal that the action of IT infrastructure, institutional pressure, organizational strategy and information diffusion in organizations significantly has an impact on the outcome of environmental performance. Moreover, results indicate that green information systems (IS) for pollution prevention, product stewardship and clean development initiatives adopted positively influence the environmental performance of organizations.

Research limitations/implications

The developed eccentric model further shows how green IS practice integration can improve environmental performance. However, the selected respondents are from a single country as such findings from this study cannot be generalized to other countries.

Practical implications

Practically, this paper has implications for the capability of IS to promote environmental performance in organizations.

Social implications

This study provides a pertinent contribution in developing and validating an eccentric model for green IS adoption. Besides, a survey instrument is developed that can be used by future studies.

Originality/value

The developed model helps to explore the factors that influence environmental performance and also the outcomes of green IS adoption for environmental performance. Accordingly, IT professionals and IT executives can draw upon the eccentric model in assessing their current environmental-friendly practice for the effective initialization of green IS for corporate value.

Details

Benchmarking: An International Journal, vol. 26 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/BIJ-05-2018-0142
ISSN: 1463-5771

Keywords

  • Information technology strategy
  • Sustainability
  • Organizational performance
  • Environmental performance
  • Environmental sustainability
  • Management information systems
  • Green IS adoption
  • Belief
  • action
  • outcome
  • Natural resource-based view

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Article
Publication date: 30 November 2020

Sustainable value chain management based on dynamic capabilities in small and medium-sized enterprises (SMEs)

Graziela Breitenbauch de Moura and Letícia Godoy Saroli

The aim of this research is to analyze sustainable value chain management based on dynamic capabilities in small and medium-sized enterprises (SMEs).

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Abstract

Purpose

The aim of this research is to analyze sustainable value chain management based on dynamic capabilities in small and medium-sized enterprises (SMEs).

Design/methodology/approach

A qualitative methodology is used, through a multiple case study with three SMEs, to identify the conceptual relationship between the sustainable value chain and dynamic capabilities. Interviews are conducted with managers, and the data are analyzed through content analysis.

Findings

It is observed that breaking down barriers in processes is important for establishing the sustainable value chain, generating dynamic capabilities with the readaptation of activities.

Research limitations/implications

It is recommended that studies be conducted in other sectors and in large companies, to identify new perspectives.

Practical implications

The findings of this study demonstrate the constant processes of SMEs in response to legal, bureaucratic and logistical changes, in the generation of dynamic capabilities and sustainable value chain management, to achieve their customers' goals.

Social implications

The research contributes to the literature on the management of dynamic capabilities in the value chain in Brazilian companies and to the supply chain field, particularly in relation to SMEs.

Originality/value

This research analyzes sustainable value chain management based on dynamic capabilities in Brazilian SMEs, gathering the managers' perceptions regarding changes in the external environment that influence adaptations and alignments, impacting on their businesses.

Details

The International Journal of Logistics Management, vol. 32 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/IJLM-01-2020-0044
ISSN: 0957-4093

Keywords

  • Sustainable value chain
  • Dynamic capabilities
  • Small and medium-sized enterprises

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