Table 1

Barriers affecting the implementation of I4.0

No.BarriersDescriptionsReferences
1High-level investmentTo build I4.0 infrastructure, organizations must spend a large amount of money on capitalCalabrese et al. (2021), Chen et al. (2021), Bhuiyan et al. (2020) 
2Inadequate knowledge management and data knowledgeRequirement for far more resilient knowledge management solutions is driven by the inadequacy of the present systems to process data in real timeTripathi and Gupta (2021), Rumi et al. (2020) 
3Lack of organizational opennessThe company’s policy on sharing information and content with its workersCimini et al. (2021), Rumi et al. (2020) 
4Lack of digital communicationAll levels of management and nonmanagerial staff must communicate effectively and continuouslyYadav et al. (2020a), Moktadir et al. (2018) 
5Lack of skills and aptitudeEmployee skill requirements for adopting I4.0 technologiesCalabrese et al. (2021), Stentoft et al. (2020) 
6Lack of motivationReasons behind the company’s shift toward recycling and environmentally friendly productionKumar et al. (2020a), Shabur et al. (2021) 
7Organizational cultureOrganizational norms and routines that may influence the transition to I4.0Tripathi and Gupta (2021) 
8I4.0 trainingEducating people to become experts in I4.0 technologiesKumar et al. (2020a) 
9Resistance to changeLeadership style and strategy of upper- and lower level managers throughout I4.0 implementationKumar et al. (2022), Joshi et al. (2022), Bhuiyan et al. (2020) 
10Effective change managementCapacity of the organization to plan and execute a seamless upgrade to I4.0 from legacy systemsStentoft et al. (2020) 
11Stakeholders’ awareness of I4.0 technologiesMeaningful adoption of I4.0 technologies depends on the capacity of many parties to see their valueKumar et al. (2022), Yadav et al. (2020b), Bhuiyan et al. (2020) 
12Lack of clear comprehension about IoT benefitsTechnically, IoT devices should result in potential financial advantages for businesses once completely integratedKumar et al. (2020b) 
13Inadequate standardization effortsEquipment makers must implement detailed, generally acknowledged standards to promote I4.0-enabled componentry development and useStentoft et al. (2020) 
14Lack of regulatory frameworkOrganizations must have tougher internal standards, codes of behavior, and processes where legislation pertaining to human resources, data protection, computer networks and user experience become more criticalCalabrese et al. (2021), Bhuiyan et al. (2020) 
15Lack of digital strategyIt is becoming more and more crucial to develop and implement digital strategies that take into account both the vertical and horizontal axes of the value chainWeerabahu et al. (2022) 

Source(s): Authors’ own contributions

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