Industry 4.0 and Marketing: Towards an Integrated Future Research Agenda

Industry 4.0, or the Fourth Industrial Revolution, is driven by innovative technologies that have profound effects on both production systems and business models. This revolution is characterized by the addition of disruptive technologies and methods. These aspects of Industry 4.0 have a significant...

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Published inJournal of sensor and actuator networks Vol. 11; no. 3; p. 30
Main Authors Rosário, Albérico Travassos, Dias, Joana Carmo
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.09.2022
Subjects
Online AccessGet full text
ISSN2224-2708
2224-2708
DOI10.3390/jsan11030030

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Abstract Industry 4.0, or the Fourth Industrial Revolution, is driven by innovative technologies that have profound effects on both production systems and business models. This revolution is characterized by the addition of disruptive technologies and methods. These aspects of Industry 4.0 have a significant impact on marketing, and have led to an evolution to ensure that marketing activities align with technological advancements and address consumers’ current needs. The purpose of this paper is to formulate and discuss future research avenues for marketing considering the changes brought about by Industry 4.0. The approach taken in the paper is to review the relevant literature and focus on the key themes which are most important for future research on Industry 4.0 and marketing. Therefore, a Systematic Bibliometric Literature Review was conducted based on the SCOPUS indexing online database of scientific articles, the most important peer-reviewed journal database in the academic world. The paper finds that there are a number of research avenues for marketing researchers to conduct investigations in, but the most important areas are five marketing principles in Industry 4.0: cooperation, conversation, co-creation, cognitivity, and connectivity. Future research should focus on the quantitative study of these five principles.
AbstractList Industry 4.0, or the Fourth Industrial Revolution, is driven by innovative technologies that have profound effects on both production systems and business models. This revolution is characterized by the addition of disruptive technologies and methods. These aspects of Industry 4.0 have a significant impact on marketing, and have led to an evolution to ensure that marketing activities align with technological advancements and address consumers’ current needs. The purpose of this paper is to formulate and discuss future research avenues for marketing considering the changes brought about by Industry 4.0. The approach taken in the paper is to review the relevant literature and focus on the key themes which are most important for future research on Industry 4.0 and marketing. Therefore, a Systematic Bibliometric Literature Review was conducted based on the SCOPUS indexing online database of scientific articles, the most important peer-reviewed journal database in the academic world. The paper finds that there are a number of research avenues for marketing researchers to conduct investigations in, but the most important areas are five marketing principles in Industry 4.0: cooperation, conversation, co-creation, cognitivity, and connectivity. Future research should focus on the quantitative study of these five principles.
Author Dias, Joana Carmo
Rosário, Albérico Travassos
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Cites_doi 10.1007/978-3-030-29739-8_6
10.1108/978-1-80043-380-920201003
10.1016/j.promfg.2020.02.086
10.1016/j.techfore.2021.120963
10.1108/MIP-04-2018-0135
10.22381/JSME7320194
10.1109/ICITM48982.2020.9080349
10.14716/ijtech.v12i5.5178
10.1108/TQM-10-2019-0242
10.1007/978-981-16-5644-6_14
10.1109/SNPDWinter52325.2021.00065
10.1108/IJEFM-12-2019-0060
10.1108/JMTM-08-2019-0301
10.1016/j.ijpe.2019.107583
10.30657/pea.2021.27.2
10.1007/s11365-020-00635-4
10.1016/j.techfore.2021.120986
10.1109/ICIMTech53080.2021.9535084
10.1108/S1745-886220180000013012
10.1177/0739456X17723971
10.3390/app9183685
10.3390/admsci9030060
10.1007/978-981-16-5644-6_11
10.1016/j.jbusres.2021.01.055
10.1109/ICCAKM46823.2020.9051550
10.1108/JEIM-02-2020-0084
10.1108/BPMJ-04-2017-0088
10.1109/ITMC.2018.8691131
10.3390/app12031598
10.1108/JBIM-11-2018-0348
10.1108/JIC-11-2019-0277
10.1016/j.jbusres.2015.07.001
10.3390/s21217029
10.15547/tjs.2017.s.01.018
10.1007/978-981-16-5644-6_10
10.1108/JBIM-01-2020-0014
10.3390/ijfs8020032
10.1016/j.ijis.2021.09.002
10.1016/j.bdr.2015.02.006
10.2478/orga-2020-0015
10.1108/JIC-09-2019-0224
10.1080/09537287.2015.1129464
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References Chen (ref_14) 2020; 31
Ardito (ref_10) 2019; 25
Popkova (ref_56) 2020; 21
Gornostaeva (ref_22) 2018; 19
Scavarda (ref_26) 2016; 27
ref_13
ref_57
ref_55
Matthyssens (ref_48) 2019; 34
ref_52
ref_51
(ref_38) 2020; 5
Lu (ref_46) 2020; 225
ref_19
ref_18
Sterev (ref_3) 2017; 15
Attaran (ref_45) 2020; 16
Omar (ref_12) 2019; 6
ref_15
ref_59
Paiola (ref_16) 2021; 171
Xiao (ref_23) 2019; 39
Gupta (ref_47) 2021; 171
Nica (ref_31) 2019; 7
Rahim (ref_17) 2019; 8
Ryan (ref_9) 2020; 11
Lobova (ref_44) 2020; 21
Fremont (ref_63) 2019; 37
ref_68
ref_21
ref_65
Bala (ref_20) 2018; 8
ref_28
Fan (ref_49) 2015; 2
Navakitkanok (ref_64) 2020; 26
Nosalska (ref_7) 2019; 11
Torres (ref_53) 2021; 22
Boccia (ref_61) 2019; 9
Lee (ref_41) 2017; 5
Caliskan (ref_62) 2020; 34
ref_36
Corbo (ref_54) 2021; 128
Raimundo (ref_29) 2021; 16
ref_33
ref_32
ref_30
Raimundo (ref_25) 2021; 11
Erevelles (ref_50) 2016; 69
Princes (ref_6) 2020; 22
ref_39
ref_37
Tominc (ref_67) 2020; 53
Jonny (ref_40) 2021; 12
Ungerman (ref_5) 2018; 10
Jemala (ref_35) 2021; 5
Moniz (ref_24) 2021; 37
ref_43
ref_42
Cobelli (ref_66) 2020; 32
ref_1
Intxaurburu (ref_60) 2020; 25
ref_2
Bigliardi (ref_34) 2020; 42
ref_8
Baryshnikova (ref_58) 2021; 27
Kraus (ref_27) 2020; 16
ref_4
Arromba (ref_11) 2021; 36
References_xml – ident: ref_43
  doi: 10.1007/978-3-030-29739-8_6
– volume: 5
  start-page: 813
  year: 2017
  ident: ref_41
  article-title: Accelerating retail-innovation design for smart services via foresight approach and case-based design
  publication-title: Adv. Transdiscipl. Eng.
– ident: ref_1
  doi: 10.1108/978-1-80043-380-920201003
– volume: 42
  start-page: 322
  year: 2020
  ident: ref_34
  article-title: Enabling technologies, application areas and impact of industry 4.0: A bibliographic analysis
  publication-title: Procedia Manuf.
  doi: 10.1016/j.promfg.2020.02.086
– ident: ref_51
– volume: 171
  start-page: 120963
  year: 2021
  ident: ref_16
  article-title: Prior knowledge, industry 4.0 and digital servitization. an inductive framework
  publication-title: Technol. Forecast. Soc. Change
  doi: 10.1016/j.techfore.2021.120963
– volume: 37
  start-page: 111
  year: 2019
  ident: ref_63
  article-title: Interaction through boundary objects: Controversy and friction within digitalization
  publication-title: Mark. Intell. Plan.
  doi: 10.1108/MIP-04-2018-0135
– volume: 7
  start-page: 27
  year: 2019
  ident: ref_31
  article-title: Cyber-physical production networks and advanced digitalization in industry 4.0 manufacturing systems: Sustainable supply chain management, organizational resilience, and data-driven innovation
  publication-title: J. Self-Gov. Manag. Econ.
  doi: 10.22381/JSME7320194
– ident: ref_32
  doi: 10.1109/ICITM48982.2020.9080349
– ident: ref_65
– volume: 12
  start-page: 1000
  year: 2021
  ident: ref_40
  article-title: Building an implementation model of IoT and big data and its improvement
  publication-title: Int. J. Technol.
  doi: 10.14716/ijtech.v12i5.5178
– volume: 32
  start-page: 837
  year: 2020
  ident: ref_66
  article-title: Online wine purchasing: A comparison between South Africa and Italy
  publication-title: TQM J.
  doi: 10.1108/TQM-10-2019-0242
– ident: ref_68
  doi: 10.1007/978-981-16-5644-6_14
– volume: 37
  start-page: 1067
  year: 2021
  ident: ref_24
  article-title: Data Science Applied to Marketing: A Literature Review
  publication-title: J. Inf. Sci. Eng.
– ident: ref_55
  doi: 10.1109/SNPDWinter52325.2021.00065
– volume: 11
  start-page: 47
  year: 2020
  ident: ref_9
  article-title: Recognizing events 4.0: The digital maturity of events
  publication-title: Int. J. Event Festiv. Manag.
  doi: 10.1108/IJEFM-12-2019-0060
– volume: 31
  start-page: 1145
  year: 2020
  ident: ref_14
  article-title: Cross-disciplinary innovations by Taiwanese manufacturing SMEs in the context of industry 4.0
  publication-title: J. Manuf. Technol. Manag.
  doi: 10.1108/JMTM-08-2019-0301
– volume: 9
  start-page: 77
  year: 2019
  ident: ref_61
  article-title: Industry 4.0: Food supply chain, sustainability and servitization
  publication-title: Riv. Studi Sulla Sostenibilita
– volume: 225
  start-page: 107583
  year: 2020
  ident: ref_46
  article-title: Deprecated in policy, abundant in market? the frugal innovation of chinese low-speed EV industry
  publication-title: Int. J. Prod. Econ.
  doi: 10.1016/j.ijpe.2019.107583
– volume: 27
  start-page: 8
  year: 2021
  ident: ref_58
  article-title: Enterprises’ strategies transformation in the real sector of the economy in the context of the COVID-19 pandemic
  publication-title: Prod. Eng. Arch.
  doi: 10.30657/pea.2021.27.2
– volume: 10
  start-page: 132
  year: 2018
  ident: ref_5
  article-title: The impact of marketing innovation on the competitiveness of enterprises in the context of industry 4.0
  publication-title: J. Compet.
– volume: 16
  start-page: 1023
  year: 2020
  ident: ref_27
  article-title: The art of crafting a systematic literature review in entrepreneurship research
  publication-title: Int. Entrep. Manag. J.
  doi: 10.1007/s11365-020-00635-4
– volume: 171
  start-page: 120986
  year: 2021
  ident: ref_47
  article-title: Big data and firm marketing performance: Findings from knowledge-based view
  publication-title: Technol. Forecast. Soc. Chang.
  doi: 10.1016/j.techfore.2021.120986
– ident: ref_39
  doi: 10.1109/ICIMTech53080.2021.9535084
– volume: 8
  start-page: 321
  year: 2018
  ident: ref_20
  article-title: A critical review of digital marketing. M. Bala, D. Verma (2018). A Critical Review of Digital Marketing
  publication-title: Int. J. Manag. IT Eng.
– ident: ref_37
  doi: 10.1108/S1745-886220180000013012
– volume: 39
  start-page: 93
  year: 2019
  ident: ref_23
  article-title: Guidance on conducting a systematic literature review
  publication-title: J. Plan. Educ. Res.
  doi: 10.1177/0739456X17723971
– volume: 6
  start-page: 100127
  year: 2019
  ident: ref_12
  article-title: Business analytics in manufacturing: Current trends, challenges and pathway to market leadership
  publication-title: Oper. Res. Perspect.
– ident: ref_52
– ident: ref_8
  doi: 10.3390/app9183685
– volume: 8
  start-page: 1042
  year: 2019
  ident: ref_17
  article-title: Digitalization and leap frogging strategy among the supply chain member: Facing GIG economy and why should logistics players care?
  publication-title: Int. J. Supply Chain. Manag.
– volume: 25
  start-page: 1640
  year: 2020
  ident: ref_60
  article-title: A technology-based explanation of industrial output processes: The automotive, machine-tool and “other transport material” industries
  publication-title: J. Knowl. Manag.
– ident: ref_33
  doi: 10.3390/admsci9030060
– volume: 11
  start-page: 9
  year: 2019
  ident: ref_7
  article-title: Marketing principles for Industry 4.0—A conceptual framework
  publication-title: Eng. Manag. Prod. Serv.
– ident: ref_13
– ident: ref_42
  doi: 10.1007/978-981-16-5644-6_11
– volume: 26
  start-page: 1
  year: 2020
  ident: ref_64
  article-title: Innovative entrepreneurship model for agricultural processing SMEs in Thailand’s digital and industries 4.0 era
  publication-title: Acad. Entrep. J.
– volume: 128
  start-page: 187
  year: 2021
  ident: ref_54
  article-title: The evolving role of artificial intelligence in marketing: A review and research agenda
  publication-title: J. Bus. Res.
  doi: 10.1016/j.jbusres.2021.01.055
– ident: ref_59
  doi: 10.1109/ICCAKM46823.2020.9051550
– volume: 34
  start-page: 1252
  year: 2020
  ident: ref_62
  article-title: Digital transformation of traditional marketing business model in new industry era
  publication-title: J. Enterp. Inf. Manag.
  doi: 10.1108/JEIM-02-2020-0084
– volume: 25
  start-page: 323
  year: 2019
  ident: ref_10
  article-title: Towards industry 4.0: Mapping digital technologies for supply chain management-marketing integration
  publication-title: Bus. Process Manag. J.
  doi: 10.1108/BPMJ-04-2017-0088
– ident: ref_21
  doi: 10.1109/ITMC.2018.8691131
– ident: ref_30
  doi: 10.3390/app12031598
– volume: 19
  start-page: 33
  year: 2018
  ident: ref_22
  article-title: Directions and tools of industry marketization in contemporary Russia
  publication-title: Qual.-Access Success
– volume: 22
  start-page: 401
  year: 2020
  ident: ref_6
  article-title: A closer look at the consumer conformity in industry 4.0: Purchase intention redefined
  publication-title: Pol. J. Manag. Stud.
– volume: 34
  start-page: 1203
  year: 2019
  ident: ref_48
  article-title: Reconceptualizing value innovation for industry 4.0 and the industrial internet of things
  publication-title: J. Bus. Ind. Mark.
  doi: 10.1108/JBIM-11-2018-0348
– volume: 21
  start-page: 623
  year: 2020
  ident: ref_44
  article-title: Labor division and advantages and limits of participation in creation of intangible assets in industry 4.0: Humans versus machines
  publication-title: J. Intellect. Cap.
  doi: 10.1108/JIC-11-2019-0277
– volume: 69
  start-page: 897
  year: 2016
  ident: ref_50
  article-title: Big Data consumer analytics and the transformation of marketing
  publication-title: J. Bus. Res.
  doi: 10.1016/j.jbusres.2015.07.001
– ident: ref_18
– ident: ref_28
  doi: 10.3390/s21217029
– volume: 5
  start-page: 233
  year: 2020
  ident: ref_38
  article-title: How to leverage internet of things data to generate benefits for sales and marketing
  publication-title: Appl. Mark. Anal.
– volume: 15
  start-page: 99
  year: 2017
  ident: ref_3
  article-title: Marketing leadership: The industry 4.0 need of next generation marketing
  publication-title: Trakia J. Sci.
  doi: 10.15547/tjs.2017.s.01.018
– ident: ref_36
  doi: 10.1007/978-981-16-5644-6_10
– volume: 22
  start-page: 98
  year: 2021
  ident: ref_53
  article-title: Artificial intelligence in business and economics research: Trends and future
  publication-title: J. Bus. Econ. Manag.
– volume: 16
  start-page: 58
  year: 2020
  ident: ref_45
  article-title: Digital transformation and economic contributions of 5G networks
  publication-title: Int. J. Enterp. Inf. Syst.
– volume: 16
  start-page: 164
  year: 2021
  ident: ref_29
  article-title: Consumer Marketing Strategy and E-Commerce in the Last Decade: A Literature Review
  publication-title: J. Theor. Appl. Electron. Commer. Res.
– ident: ref_2
– volume: 11
  start-page: 21
  year: 2021
  ident: ref_25
  article-title: Blockchain System in the Higher Education
  publication-title: Eur. J. Investig. Health Psychol. Educ.
– volume: 36
  start-page: 522
  year: 2021
  ident: ref_11
  article-title: Industry 4.0 in the product development process: Benefits, difficulties and its impact in marketing strategies and operations
  publication-title: J. Bus. Ind. Mark.
  doi: 10.1108/JBIM-01-2020-0014
– ident: ref_4
  doi: 10.3390/ijfs8020032
– volume: 5
  start-page: 148
  year: 2021
  ident: ref_35
  article-title: Long-term research on technology innovation in the form of new technology patents
  publication-title: Int. J. Innov. Stud.
  doi: 10.1016/j.ijis.2021.09.002
– ident: ref_15
– volume: 2
  start-page: 28
  year: 2015
  ident: ref_49
  article-title: Demystifying big data analytics for business intelligence through the lens of marketing mix
  publication-title: Big Data Res.
  doi: 10.1016/j.bdr.2015.02.006
– ident: ref_19
– volume: 53
  start-page: 227
  year: 2020
  ident: ref_67
  article-title: The impact of industry 4.0 on export market orientation, market diversification, and export performance
  publication-title: Organizacija
  doi: 10.2478/orga-2020-0015
– volume: 21
  start-page: 565
  year: 2020
  ident: ref_56
  article-title: Human capital and AI in industry 4.0. convergence and divergence in social entrepreneurship in Russia
  publication-title: J. Intellect. Cap.
  doi: 10.1108/JIC-09-2019-0224
– ident: ref_57
– volume: 27
  start-page: 408
  year: 2016
  ident: ref_26
  article-title: Conducting systematic literature review in operations management
  publication-title: Prod. Plan. Control.
  doi: 10.1080/09537287.2015.1129464
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SubjectTerms Additive manufacturing
Augmented reality
Bibliometrics
Big Data
Cloud computing
connectivity
Consumers
Customers
Cybersecurity
Data analysis
Digitization
Horizontal integration
Industry 4.0
Information communication
Innovations
Internet of Things
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Marketing
Performance management
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