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Jeudi, 8 décembre 2022
Industrie 4.0 : les défis humains et organisationnels
Anastassiya Zabudkina, Chercheuse LENTIC (HEC-Liège)
Geoffroy Jennes, Senior Project Manager Digital & Analystics
(EQUANS)
LIEGE CREATIVE, en partenariat avec :
Industrie 4.0
les défis humains et
organisationnels
Anastassiya ZABUDKINA
LENTIC, HEC Liège - ULiège
Geoffroy JENNES
EQUANS Digital BeLux
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
2
PART1:
Research study
Industry 4.0 implementation:
potential issues within industrial
SMEs
Anastassiya ZABUDKINA
LENTIC, HEC Liège - ULiège
« I don’t really know what Industry 4.0
is or where it’s going, but I do know that
we have to get there... and fast ! »
Common positioning of German industrial leaders towards Industry
4.0
(Kohler & Weisz, 2021)
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
HUMAN
Key changes
NEW
PROCESSES
PEOPLE &
ORGANISATION
NEW
TECHNOLOGIES
Key outcomes
WORK & SECURITY
OPTIMISATION
PRODUCTION
EFFICIENCY &
QUALITY
ENERGY
SAVING &
WASTE
REDUCE
INDUSTRY
4.0
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
WH
Y
Major barriers for Industry 4.0
according to 26 Walloon
companies
23
%
Walloon market
value added by
industrial sector
239
Walloon actors
offer Industry 4.0
solution
104
Activities by Digital
Wallonia to
support Industry
4.0
99,6
%
companies are in
SME-sector
50
%
Lack of digital
culture
Medium <25
0
Small <5
0
Micro <1
0
38
%
Lack of skilled
workforce
WH
O
WHA
T
4-year PhD research
project
Organisational and Human challenges of
Industry 4.0 in the reality of Walloon industrial
companies
Literature
review
Survey Case
studies
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Research study based on the literature
review
5
7
12
9
6
Year of research
2018 2019 2020 2021 2022
39
STUDIES
14
16
6
3
Research
Methods
Quantitative
Qualitative
Italia (9)
Germany (4)
Austria (3)
Netherlands (1)
Spain (3)
Finland (1)
Denmark (2)
Sweden (2)
USA (3)
Poland
(1)
Slovenia (1)
Czech
Republic (3)
Japan (1)
UK (1)
France (3)
India (2)
Malaysia (2)
Thailand (3) Hungary (1) Iran (1) Norway (1)
Country of research
Potential issues
within industrial SMEs
Enablers of Industry 4.0
Barriers of Industry 4.0
Strategic choices for Industry
4.0
related to
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Change management
project
Continuing system, with a
past, a present and a future
Industrial SME facing Industry 4.0
implementation
WHA
T
Conten
t
HOW
Proces
s
Outer
context
WH
Y
WHY
Inner context
5
TENSION
S
10
TENSION
S
26
TENSIO
NS
9
TENSION
S
Analytical framework
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Mittal et al., 2018
Machado et al.,
2021
WHA
T
Conten
t
HOW
Proces
s
Outer
context
WH
Y
WHY
Inner context
5
TENSION
S
10
TENSION
S
26
TENSIO
NS
9
TENSION
S
Cimini et al., 2020
Müller et al., 2018*
Shukla & Shankar, 2022
Horváth & Szabo, 2019
Naruetharadhol et al.,
2022
Moeuf et al., 2020
Masood & Sonntag,
2020
Decentralized control
with few hierarchical levels
Organisational
complexity with
centralised power
Benitez et al., 2020
Estensoro et al.,
2021
Regular employee
training
Moeuf et al., 2020
Cimini et al., 2020
Lack of regular
employee training Rauch et al., 2020
Masood & Sonntag,
2020
Horváth & Szabo, 2019
Martinsuo &
Luomaranta, 2018
Ingaldi & Ulewicz,
2020
Ietto et al., 2022
Estensoro et al., 2021
Experimentation &
improvement-based
culture
Müller et al., 2018
Machado et al.,
2021
Rauch et al., 2020
Naruetharadhol et al.,
2022
Vrchota et al., 2019
Lack of robust culture of
adaptation & openness
Cugno et al.,
2021
Martinsuo &
Luomaranta, 2018
SMEs’ pre-existing
conditions
considered as a barrier
Industry 4.0 requirements
considered as an enabler
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
WHA
T
Conten
t
HOW
Proces
s
Outer
context
WH
Y
WHY
Inner context
5
TENSION
S
10
TENSION
S
26
TENSIO
NS
9
TENSION
S
Agostini & Filippini,
2019
Bosman et al., 2019
Dealing with Industry 4.0
as a long run journey
Perception of Industry 4.0
as a time-consuming
change
Orzes et al.,
2020
Mittal et al., 2020
Cimini et al.,
2020
Cugno et al.,
2021
Masood &
Sonntag, 2020
HR strategy axed on
accompanying
employees
Pessot et al., 2020
Nwaiwu et al., 2020
Vereycken et al.,
2021
Moeuf et al., 2020
Rauch et al., 2020
Ietto et al., 2022 Lack of consideration for
employees’ concerns
Moeuf et al., 2020
Müller et al., 2018
Stentoft et al., 2020
Cimini et al., 2020
Mittal et al., 2018
Bosman et al.,
2019
Clear definition of
Industry 4.0 objectives Ghobakhloo et al., 2022
Horvath & Szabo, 2019
Machado et al., 2021 (b)
Orzes et al., 2020
Mittal et al., 2018
Stentoft et al., 2021
Lack of clear vision of
Industry 4.0 Cimini et al., 2020
Cugno et al., 2021
Machado et al., 2021
(b)
SMEs’ actions & reactions
considered as a barrier
Industry 4.0 requirements
considered as an enabler
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
TENSION
S
WHA
T
Conten
t
HOW
Proces
s
Outer
context
WH
Y
WHY
Inner context
5
TENSION
S
10
TENSION
S
26
TENSIO
NS
9
TENSION
S
Proactive & long-term ROI
Cimini et al. (2020); Pessot et al. (2020) ; Vrchota et al. (2019) ; Verhulst
& Brenden (2021)
Reactive & short-time ROI
Benitez et al. (2020) ; Bosman et al. (2019 ; Estensoro et al. (2021) ; Ghobakhloo & Ching
(2019) ; Ingaldi & Ulewicz (2020) ; Martinsuo & Luomaranta (2018); Masood & Sonntag
(2020); Mittal et al. (2020); Moeuf et al. (2018); Moeuf et al. (2020); Müller, Buliga & Voigt
(2018) ; Müller, Kiel & Voigt (2018) ; Nwaiwu et al. (2020) ; Orzes et al. (2020) ; Pessot et al.
(2020) ; Prause (2019) ; Ricci et al. (2021) ; Somohano-Rodriguez et al. (2022); Stentoft et
al. (2022)
Human capital
Agostini & Filippini (2019); Agostini & Nosella (2020) ; Cugno et al.,
2021 ; Estensoro et al., 2021 ; Horvath & Szabo (2019) ; Müller,
Buliga & Voigt (2018) ; Pessot et al., (2020) ; Rauch et al., 2020 ;
Vereycken et al., 2021
Technological capital
Cimini et al. (2020) ; Estensoro et al., 2021 ; Ghobakhloo & Ching (2019) ;
Ghobakhloo et al., 2022; Horvath & Szabo (2019) ; Ietto et al. (2021); Machado et
al., 2021 (b) ; Mittal et al. (2020); Müller, Buliga & Voigt (2018) ; Moeuf et al., 2018 ;
Stentoft et al. (2022)
Customised solutions
Benitez et al. (2020); Vereycken et al. (2021); Ricci et al. (2021)
Standard solutions
Ghobakhloo & Ching (2019) ; Masood & Sonntag (2020); Ricci et al.
(2021)
SMEs’ strategic choice for
Industry 4.0 considered as an
enabler
SMEs’ strategic choice for
Industry 4.0 considered as a
barrier
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
11
PART2:
Industry 4.0:
human and organizational challenges
Support for Walloon industrial companies in their transformation towards "Industry 4.0" methodologies,
processes, solutions and technologies.
Geoffroy JENNES
EQUANS Digital BeLux
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Mechanical
& Robotics
HVAC
Digital
& ICT
Electrical
Facility
Management
Cooling &
Fire protection
Private and Public
Buildings & Offices
Industrial
Buildings
Cities and
Smart Cities
Inter-cities (telecom networks,
power distribution…)
Air
Ground Transportation
Defence
Energy production &
Renewable solutions
Nuclear
Food and beverage
Biotech &
pharmaceutical
Data Centers
Microelectronics &
New technologies
Marine & Offshore
Our expertise, our clients, our market segments
1
2
Turnover
13 Mds€
Speciality activities
Turnover
4 Mds€
Local activities
Turnover
9 Mds€
EQUANS – Who are We
Industry 4.0: human and organizational challenges – LIEGE CREATIVE 1
3
EQUANS Digital BeLux : 12 Digital
Entities
Data Management, API, AI - 80 people
Big expertise around Data :
# Data Analytics
# Hypervision Solutions
# AI
# Predictive Maintenance Solutions
# Digital Twin
AUDIO-VISUAL – VIDEO - SECURITY- 175
people
Global approach and assist step by step our clients. A wide range of solutions
are known for their exceptional performance, ease to use, high ROI, interactivity
and high scalability.
# Audio-Visual
# Multi-media Solutions
# Fire security
# Access Control
# CTTV
AUTOMATION - 320 people
Your multi-brand integrator controlling the entire value chain from
control command to information system
# PLC
# SCADA + HMI
# BMS (Building Management System)
# IOT
Specific End User developments - 85
people
Your multi-manufacturer integrator of secure turnkey robotic
solutions at the service of your performance
# Production efficiency
# Virtual training
# Nuclear handling and transport
# ……
700 FTE collaborators
134 M€ turnover (forcast 2022)
12 Digital Entities
Into our 4 BU : Smart Building, Infra, Industry North and Industry South
Moving forward to Industry 4.0…
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Titre de la présentation
14
They trust us
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Key Elements for Industry4.0
transformation Key changes
NEW
PROCESSES
PEOPLE &
ORGANISATION
NEW
TECHNOLOGIES
75%of I4.0. projects fail
if human is not the corner
stone of the project
85%of I4.0 project longer
than 8 months fail
Humans related
transformation tasks
take 50%
of the project energy…
and what about the
cost?
70%of I4.0
transformation
projects fail if only
driven by financials
KPIs
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
16
But What is the Human Factor in a
project
Humans factor combines different facets
Þ The individual
Þ The organization
Þ The company
Þ The colleagues/Team
Human factor is the combination of
people involved
Þ Top Management
Þ Manager/leader
Þ Workers
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
17
Every Succeeding project start with the
“WHY”
• Human need to understand WHY to do something.. (Move a
stone)… Even before the WHAT and the HOW
perhaps “Evidences” but success arrives when is transformed into On-the-job reality
Þ Take care and involved all of these stakeholder continuously during the projet
Þ Each have a reel impact in the Project success
Þ The main challenge is to assure animation, evolution, transition of this
ecosystem
&
• Crucial starting point.. Be involved and not only concerned…
• What is the diff. between involved and concerned (Story of the bacon omelette)
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
The Human Factor – Let’s
COLLABORATE
..
Everything start with « WHY »…
1
8
We believe that ………
Therefore, we will ………
We will facilitate to ………
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
And fix the key success factors…
..
1
9
Make
Expectation
Clear
Develop
Trust and
Respect
Use the
right Tools
for the
Job
Make it
easy to
Ask for
Help or
support
Gather
Data for
Constant
Improve
ment
Set
Deadline
Encourage
Friendly
Competiti
on
Encoura
ge
Casual
Chat
Stay
Flexible
Kidness and respect
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
20
Human Factor – a transversal ecosystem
The major I4.0 Change Management are coming form the Top Management
1. Break the rules… tear down the walls … Who I’m to changes such things.. I thought you were the boss
2. Define the strategy and fix the objectives
3. Make it clear and realistic
4. Give and assure the means…. (not only financial…)
5. Keep the course but stay flexible in the trajectory
6. Share the pain and share the gain…
7. Be Involved and be present…
8. Measure, act and decide… with Kindness and respect
9. Celebrate succes…
10. You are in the Driver Seat
The role of the Top Management – 10 Golden Rules…..
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Human Factor – a transversal ecosystem
The major changes are coming form the Top Management
• Industry 4.0. transformation is a journey… with targets and stopovers…
make it simple.. Not simplest
• Keep in mind… The key benefits in Industry 4.0, in the regard of the human
Factor are not only financials…
• Security, Wellbeing, Satisfaction, productivity, gratitude, success, stability… Let’s Talk “Human”
The role of the Top Management
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
22
Human Factor – a transversal
ecosystem
The rôle of the Manager/Leader
• Become a leader…
• Lead by the talent
• Build the right Project Team.. Energy Relay
… Don’t think based on the hierarchy but on energy…
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
24
Human Factor – a transversal
ecosystem
The rôle of the Manager/Leader
• Build a management based on leadership
• Management is doing things right, leadership is doing the right things
• Adapt your way to lead regarding the team maturity.. Lead by Doing, Showing, fixing objectives, by empowerment…
• Define and Fix Roles and responsibilities (RACI Matrix)
• Lisen and Learn….
• Be flexible and Agile… “ability to move quickly and easily”
but with rules, methods and organization…
• Give Fun... Have Fun
• Set-up project ceremonies and methodologies (Epic/Story, Planning, Review, Retrospective
• Communicate… and Follow
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
25
Human Factor – a transversal
ecosystem
• Capitalize and develop your Talent.. Not only the experience..
• Talent is… What are you doing well, better than others, more easily than others…
• What are your skills (Soft-skills and Hard-Skills)
• Be ready .. for continuous improvement
• Have fun & passion
• Say What I Do, Do What I say
• Small step approach (Story of Eating a Whale)
• Solution oriented, responsible and involved
• Let’s do It … Just do It…
The role of the Worker
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Key Elements for Industry4.0
transformation
75%of I4.0. projects fail if human
is not the corner stone of the project
85%of I4.0 project longer
than 8 months fail
Humans related
transformation tasks
take 50%
of the project energy…
and what about the
cost?
70%of I4.0
transformation projects fail if
only driven by financials
KPIs
Þ In Industry 4.0.. “Human” has to talk to “Human”…
Þ Move from Management to leadership
Þ Be involved instead of concerned
Þ Build the right team at the right place..
Þ Keep the course but stay flexible in the trajectory
Þ Just capitalize on that to move from
cost to enabler, based on Talent
management
Þ Be agile
Þ Move forward step by step
Þ Give Fun.. Have fun…
Þ Be Agile.. Split into epics and
stories
Þ I4.0 project is a journey with
stopovers
Þ The WHY is the starting point
Þ Security, Wellbeing, Satisfaction, productivity,
gratitude, success, stability… Let’s Talk
“Human”
Let’s stay in contact
a.zabudkina@uliege.b
e
Anastassiya
Zabudkina
LENTIC
Lentic.be
HEC Digital Lab
About research
project
www.EQUANS.b
e
Geoffroy JENNES
Senior Project Manager
Digital&Analytics
+32 40 19.33.39
Geoffroy.Jennes@external.equans.com
Geoffroy Jennes
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Evaluer les enjeux du 4.0 pour votre société et son écosystème.
Mobiliser les équipes autour du projet de transformation Industrie 4.0.
Sortir d’une vision stratégique autocentrée et nouer des alliances.
Maîtriser les premiers pas à réaliser pour passer à l’acte.
Dorothée Kohler
Fondateur & DG
KOHLER C&C
Jean-Daniel Weisz
Associé
KOHLER C&C
NOS
EXPERTS
Experts dans les
diagnostics de croissance
des entreprises familiales et
dans le coaching des
équipes confrontées aux
projets de transformation.
Découvrez les
deux premiers
numéros des
Cahiers du Digital
consacrés à
l’Industrie 4.0 et
rédigés par nos
experts.
TELECHARG
ER
Du 15 au 16/12/22
MODULE DE FORMATION
CONTINUE
Visite du démonstrateur 4.0 de Technifutur incluse
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Potential value of findings for Walloon
SMEs
Empirical test of findings
Survey with Industry 4.0 adopters, planners
and sceptics about their strategic positions
Case studies with Industry 4.0 adopters
about their change management
Methodological tool
Industry 4.0 planners
Check of strong & weak points
Tailoring of Industry 4.0
implementation according these
specificities
Analytical tool
Industry 4.0 adopters
Step back on ongoing situation
Defining the triggers of existing
challenges
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Reference list (Anastassiya)– part 1
• Agostini, L., & Filippini, R. (2019). Organizational and managerial challenges in the path towards Industry 4.0. European Journal of Innovation Management.
https://doi.org/10.1108/EJIM-02-2018-0030
• Agostini, L., & Nosella, A. (2020). The adoption of Industry 4.0 technologies in SMEs: Results of an international study. Management Decision, 58(4), 625-64.
https://doi.org/10.1108/MD-09-2018-0973
• Benitez, G. B., Ayala, N. F., & Frank, A. G. (2020). Industry 4.0 innovation ecosystems : An evolutionary perspective on value cocreation. International Journal
of Production Economics, 228. https://doi.org/10.1016/j.ijpe.2020.107735
• Bosman, L., Hartman, N., & Sutherland, J. (2019). How manufacturing firm characteristics can influence decision making for investing in Industry 4.0
technologies. Journal of Manufacturing Technology Management, 31(5), 1117-1141. https://doi.org/10.1108/JMTM-09-2018-0283
• Brozzi, R., Riedl, M., & Matt, D. (2020). Key Readiness Indicators to Assess the Digital Level of Manufacturing SMEs. In Kellens K., Ferraris E., & Demeester
E. (Eds.), Procedia CIRP, 96, p. 201-206. https://doi.org/10.1016/j.procir.2021.01.075
• Cimini, C., Boffelli, A., Lagorio, A., Kalchschmidt, M. G. M., & Pinto, R. (2020). How do industry 4.0 technologies influence organisational change? An
empirical analysis of Italian SMEs. Journal of Manufacturing Technology Management. https://doi.org/10.1108/jmtm-04-2019-0135
• Cugno, M., Castagnoli, R., & Büchi, G. Openness to Industry 4.0 and performance: The impact of barriers and incentives. Technological Forecasting and
Social Change, 168, 120756 (2021). https://doi.org/10.1016/j.techfore.2021.120756
• Diniz, F., Duarte, N., Amaral, A., & Pereira, C. (2022). Industry 4.0: Individual Perceptions About Its Nine Technologies. In E. Zaramenskikh & A. Fedorova
(Éds.), Digitalization of Society, Economics and Management (Vol. 53, p. 257-267). Springer International Publishing. https://doi.org/10.1007/978-3-030-
94252-6_19
• Document 32003H0361. Commission Recommendation of 6 May 2003 concerning the definition of micro, small and medium-sized enterprises. European
Commission. https://eur-lex.europa.eu/legal-content/EN/ALL/?uri=CELEX:32003H0361
• Estensoro, M., Larrea, M., Müller, J. M., & Sisti, E. (2021). A resource-based view on SMEs regarding the transition to more sophisticated stages of industry
4.0. European Management Journal. https://doi.org/10.1016/j.emj.2021.10.001
• Ghobakhloo, M., & Ching, N. T. (2019). Adoption of digital technologies of smart manufacturing in SMEs. Journal of Industrial Information Integration, 16.
https://doi.org/10.1016/j.jii.2019.100107
• Ghobakhloo, M., & Iranmanesh, M. (2021). Digital transformation success under Industry 4.0: A strategic guideline for manufacturing SMEs. Journal of
Manufacturing Technology Management, 32(8), 1533-1556. https://doi.org/10.1108/JMTM-11-2020-0455
• Ghobakhloo, M., Iranmanesh, M., Vilkas, M., Grybauskas, A., & Amran, A. (2022). Drivers and barriers of Industry 4.0 technology adoption among
manufacturing SMEs : A systematic review and transformation roadmap. Journal of Manufacturing Technology Management. https://doi.org/10.1108/JMTM-
12-2021-0505
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
• Horvath, D., & Szabo, R.Zs. (2019). Driving forces and barriers of Industry 4.0: Do multinational and small and medium-sized companies have equal
opportunities? Technological Forecasting & Social Change, 146, 119 – 132. https://doi.org/10.1016/j.techfore.2019.05.021
• Ietto, B., Ancillai, C., Sabatini, A., Carayannis, E., & Gregori, G. L. (2022). The Role of External Actors in SMEs’ Human-Centered Industry 4.0 Adoption : An
Empirical Perspective on Italian Competence Centers. IEEE Transactions on Engineering Management, 1-16. https://doi.org/10.1109/TEM.2022.3144881
• Ingaldi, M., & Ulewicz, R. (2020). Problems with the implementation of industry 4.0 in enterprises from the SME sector. Sustainability (Switzerland), 12(1).
https://doi.org/10.3390/SU12010217
• Khin, S., & Hung Kee, D. M. (2022). Identifying the driving and moderating factors of Malaysian SMEs’ readiness for Industry 4.0. International Journal of
Computer Integrated Manufacturing, 1-19. https://doi.org/10.1080/0951192X.2022.2025619
• Klingenberg, C. O., Borges, M. A. V., & Antunes Jr, J. A. V. (2019). Industry 4.0 as a data-driven paradigm: A systematic literature review on technologies.
Journal of Manufacturing Technology Management, 32(3), 570-592. https://doi.org/10.1108/JMTM-09-2018-0325
• Kohler, D. & Weisz, J. (2021). Industry 4.0: the 4th Industrial revolution. Volume 2 – organizational and societal challenges. Les Cahiers du Digital #2.
https://www.digitallab.be/wp/wp-content/uploads/2021/09/Cahier-du-Digital-2_Industry-4.0-Organizational-and-Societal-Challenges.pdf
• Machado, C.G., Winroth, M., Almström, P., Ericson Öberg, A., Kurdve, M. and AlMashalah, S. (2021). Digital organisational readiness: experiences from
manufacturing companies. Journal of Manufacturing Technology Management, 32 (9), 167-182. https://doi.org/10.1108/JMTM-05-2019-0188
• Machado, E., Scavarda, L. F., Caiado, R. G. G., & Thomé, A. M. T. (2021). Barriers and enablers for the integration of industry 4.0 and sustainability in supply
chains of msmes. Sustainability (Switzerland), 13(21). https://doi.org/10.3390/su132111664
• Margherita, E. G., & Braccini, A. M. (2020). Industry 4.0 Technologies in Flexible Manufacturing for Sustainable Organizational Value: Reflections from a
Multiple Case Study of Italian Manufacturers. Information Systems Frontiers. https://doi.org/10.1007/s10796-020-10047-y
• Masood, T., & Sonntag, P. (2020). Industry 4.0: Adoption challenges and benefits for SMEs. Computers in Industry, 121.
https://doi.org/10.1016/j.compind.2020.103261
• Miclotte, J. (2022, May 2). Bilan du programme Industrie du Futur. Digital Wallonia. https://www.digitalwallonia.be/fr/publications/bilan-programme-idf/
• Mittal, S., Khan, M. A., Purohit, J. K., Menon, K., Romero, D., & Wuest, T. (2020). A smart manufacturing adoption framework for SMEs. International Journal
of Production Research, 58(5), 1555-1573. https://doi.org/10.1080/00207543.2019.1661540
• Mittal, S., Khan, M. A., Romero, D., & Wuest, T. (2018). A critical review of smart manufacturing & Industry 4.0 maturity models: Implications for small and
medium-sized enterprises (SMEs). Journal of Manufacturing Systems, 49, 194-214. https://doi.org/10.1016/j.jmsy.2018.10.005
Reference list (Anastassiya)– part 2
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Reference list (Anastassiya) – part 3
• Moeuf, A., Lamouri, S., Pellerin, R., Tamayo-Giraldo, S., Tobon-Valencia, E., & Eburdy, R. (2020). of critical success factors, risks and opportunities of
Industry 4.0 in SMEs. International Journal of Production Research, 58(5), 1384-1400. https://doi.org/10.1080/00207543.2019.1636323
• Moeuf, A., Pellerin, R., Lamouri, S., Tamayo-Giraldo, S., & Barbaray, R. (2018). The industrial management of SMEs in the era of Industry 4.0. International
Journal of Production Research, 56(3), 1118-1136. https://doi.org/10.1080/00207543.2017.1372647
• Müller, J. M. (2019). Assessing the barriers to Industry 4.0 implementation from a workers’ perspective. In Ivanov D., Dolgui A., & Yalaoui F. (Eds.), IFAC-
Papers OnLine,52 (13), 2189-2194. https://doi.org/10.1016/j.ifacol.2019.11.530
• Müller, J.M., Buliga, O., & Voigt, K-I. (2018). Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0. Technological
Forecasting & Social Change, 132, 2 – 17. https://doi.org/10.1016/j.techfore.2017.12.019
• Müller, J.M., Kiel, D., & Voigt, K.-I. (2018). What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of
Sustainability. Sustainability, 10, 247, 1-24. https://doi.org/10.3390/su10010247
• Naruetharadhol, P., Srisathan, W. A., Gebsombut, N., Wongthahan, P., & Ketkaew, C. (2022). Industry 4.0 for Thai SMEs : Implementing Open Innovation as
Innovation Capability Management. International Journal of Technology, 13(1), 48. https://doi.org/10.14716/ijtech.v13i1.4746
• Nwaiwu, F., Duduci, M., Chromjakova, F., & Otekhile, C.-A. F. (2020). Industry 4.0 concepts within the Czech SME manufacturing sector: An empirical
assessment of critical success factors. Business: Theory and Practice, 21(1), 58-70. https://doi.org/10.3846/btp.2020.10712
• Orzes, G., Poklemba, R., & Towner, W.T. (2020). Implementing Industry 4.0 in SMEs: A Focus Group Study on Organizational Requirements. In Matt, D.T.,
Modrák, V., & Zsifkovits (Eds.), Industry 4.0 for SMEs: Challenges, opportunities, and requirements. https://doi.org/10.1007/978-3-030-25425-4
• Pech, M., & Vrchota, J. (2020). Classification of Small- and Medium-Sized Enterprises Based on the Level of Industry 4.0 Implementation. Applied Sciences,
10(15), 5150. https://doi.org/10.3390/app10155150
• Pessot, E., Zangiacomi, A., Battistella, C., Rocchi, V., Sala, A., & Sacco, M. (2020). What matters in implementing the factory of the future: Insights from a
survey in European manufacturing regions. Journal of Manufacturing Technology Management, 32(3), 795-819. https://doi.org/10.1108/JMTM-05-2019-0169
• Pettigrew, A. M. (1987). Context and action in the transformation of the firm. Journal of Management Studies, 24(6), 649-670. https://doi.org/10.1111/j.1467-
6486.1987.tb00467.x
• Prause, M. (2019). Challenges of Industry 4.0 Technology Adoption for SMEs: The Case of Japan. Sustainability, 11(20). https://doi.org/10.3390/su11205807
• PwC & Agence du Numérique. (2020). Industrie 4.0 : Quels sont les facteurs de réussite déterminants pour devenir une « industrie du futur » ? PwC, Agence
du Numérique. https://content.digitalwallonia.be/post/20200618151613/Etude-PWC-AdN-Industrie-4.0-Complet.pdf
Industry 4.0: human and organizational challenges – LIEGE CREATIVE
Reference list (Anastassiya)– part 4
• Rauch, E., Vickery, A.R., Brown, C.A., & Matt, D.T. (2020). SME Requirements and Guidelines for the design of smart and highly adaptable
manufacturing systems. In Matt, D.T., Modrák, V., & Zsifkovits (Eds.), Industry 4.0 for SMEs: Challenges, opportunities, and requirements.
https://doi.org/10.1007/978-3-030-25425-4
• Ricci, R., Battaglia, D., & Neirotti, P. (2021). External knowledge search, opportunity recognition and industry 4.0 adoption in SMEs.
International Journal of Production Economics, 240. https://doi.org/10.1016/j.ijpe.2021.108234
• Shukla, M., & Shankar, R. (2022). An extended technology-organization-environment framework to investigate smart manufacturing system
implementation in small and medium enterprises. Computers & Industrial Engineering, 163. https://doi.org/10.1016/j.cie.2021.107865
• Somohano-Rodríguez, F. M., Madrid-Guijarro, A., & López-Fernández, J. M. (2022). Does Industry 4.0 really matter for SME innovation?
Journal of Small Business Management, 60(4), 1001-1028. https://doi.org/10.1080/00472778.2020.1780728
• Stentoft, J., Adsbøll Wickstrøm, K., Philipsen, K., & Haug, A. (2021). Drivers and barriers for Industry 4.0 readiness and practice: Empirical
evidence from small and medium-sized manufacturers. Production Planning & Control, 32(10), 811-828.
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• Union Wallon des Entreprises. (2022). L’entreprise – je veux savoir ! Les entreprises wallonnes en 12 questions. Pôle Compétences de l’UWE.
15 édition. https://indd.adobe.com/view/2fe73a61-cb92-4411-92fb-c81e63a174de
• Vereycken, Y., Ramioul, M., Desiere, S. and Bal, M. (2021). Human resource practices accompanying industry 4.0 in European manufacturing
industry. Journal of Manufacturing Technology Management, 32 (5), 1016-1036. https://doi.org/10.1108/JMTM-08-2020-0331
• Verhulst, E., & Brenden, S. F. (2021). Strategic Roadmapping Towards Industry 4.0 for Manufacturing SMEs. In A. Dolgui, A. Bernard, D.
Lemoine, G. von Cieminski, & D. Romero (Éds.), Advances in Production Management Systems. Artificial Intelligence for Sustainable and
Resilient Production Systems, Vol. 631, pp. 3-12. https://doi.org/10.1007/978-3-030-85902-2_1
• Vrchota, J., Volek, T., & Novotná, M. (2019). Factors Introducing Industry 4.0 to SMES. Social Sciences, 8(5), 130.
https://doi.org/10.3390/socsci8050130

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Industrie 4.0 : les défis humains et organisationnels

  • 1. Jeudi, 8 décembre 2022 Industrie 4.0 : les défis humains et organisationnels Anastassiya Zabudkina, Chercheuse LENTIC (HEC-Liège) Geoffroy Jennes, Senior Project Manager Digital & Analystics (EQUANS)
  • 2. LIEGE CREATIVE, en partenariat avec :
  • 3. Industrie 4.0 les défis humains et organisationnels Anastassiya ZABUDKINA LENTIC, HEC Liège - ULiège Geoffroy JENNES EQUANS Digital BeLux
  • 4. Industry 4.0: human and organizational challenges – LIEGE CREATIVE 2 PART1: Research study Industry 4.0 implementation: potential issues within industrial SMEs Anastassiya ZABUDKINA LENTIC, HEC Liège - ULiège
  • 5. « I don’t really know what Industry 4.0 is or where it’s going, but I do know that we have to get there... and fast ! » Common positioning of German industrial leaders towards Industry 4.0 (Kohler & Weisz, 2021)
  • 6. Industry 4.0: human and organizational challenges – LIEGE CREATIVE HUMAN Key changes NEW PROCESSES PEOPLE & ORGANISATION NEW TECHNOLOGIES Key outcomes WORK & SECURITY OPTIMISATION PRODUCTION EFFICIENCY & QUALITY ENERGY SAVING & WASTE REDUCE INDUSTRY 4.0
  • 7. Industry 4.0: human and organizational challenges – LIEGE CREATIVE WH Y Major barriers for Industry 4.0 according to 26 Walloon companies 23 % Walloon market value added by industrial sector 239 Walloon actors offer Industry 4.0 solution 104 Activities by Digital Wallonia to support Industry 4.0 99,6 % companies are in SME-sector 50 % Lack of digital culture Medium <25 0 Small <5 0 Micro <1 0 38 % Lack of skilled workforce WH O WHA T 4-year PhD research project Organisational and Human challenges of Industry 4.0 in the reality of Walloon industrial companies Literature review Survey Case studies
  • 8. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Research study based on the literature review 5 7 12 9 6 Year of research 2018 2019 2020 2021 2022 39 STUDIES 14 16 6 3 Research Methods Quantitative Qualitative Italia (9) Germany (4) Austria (3) Netherlands (1) Spain (3) Finland (1) Denmark (2) Sweden (2) USA (3) Poland (1) Slovenia (1) Czech Republic (3) Japan (1) UK (1) France (3) India (2) Malaysia (2) Thailand (3) Hungary (1) Iran (1) Norway (1) Country of research Potential issues within industrial SMEs Enablers of Industry 4.0 Barriers of Industry 4.0 Strategic choices for Industry 4.0 related to
  • 9. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Change management project Continuing system, with a past, a present and a future Industrial SME facing Industry 4.0 implementation WHA T Conten t HOW Proces s Outer context WH Y WHY Inner context 5 TENSION S 10 TENSION S 26 TENSIO NS 9 TENSION S Analytical framework
  • 10. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Mittal et al., 2018 Machado et al., 2021 WHA T Conten t HOW Proces s Outer context WH Y WHY Inner context 5 TENSION S 10 TENSION S 26 TENSIO NS 9 TENSION S Cimini et al., 2020 Müller et al., 2018* Shukla & Shankar, 2022 Horváth & Szabo, 2019 Naruetharadhol et al., 2022 Moeuf et al., 2020 Masood & Sonntag, 2020 Decentralized control with few hierarchical levels Organisational complexity with centralised power Benitez et al., 2020 Estensoro et al., 2021 Regular employee training Moeuf et al., 2020 Cimini et al., 2020 Lack of regular employee training Rauch et al., 2020 Masood & Sonntag, 2020 Horváth & Szabo, 2019 Martinsuo & Luomaranta, 2018 Ingaldi & Ulewicz, 2020 Ietto et al., 2022 Estensoro et al., 2021 Experimentation & improvement-based culture Müller et al., 2018 Machado et al., 2021 Rauch et al., 2020 Naruetharadhol et al., 2022 Vrchota et al., 2019 Lack of robust culture of adaptation & openness Cugno et al., 2021 Martinsuo & Luomaranta, 2018 SMEs’ pre-existing conditions considered as a barrier Industry 4.0 requirements considered as an enabler
  • 11. Industry 4.0: human and organizational challenges – LIEGE CREATIVE WHA T Conten t HOW Proces s Outer context WH Y WHY Inner context 5 TENSION S 10 TENSION S 26 TENSIO NS 9 TENSION S Agostini & Filippini, 2019 Bosman et al., 2019 Dealing with Industry 4.0 as a long run journey Perception of Industry 4.0 as a time-consuming change Orzes et al., 2020 Mittal et al., 2020 Cimini et al., 2020 Cugno et al., 2021 Masood & Sonntag, 2020 HR strategy axed on accompanying employees Pessot et al., 2020 Nwaiwu et al., 2020 Vereycken et al., 2021 Moeuf et al., 2020 Rauch et al., 2020 Ietto et al., 2022 Lack of consideration for employees’ concerns Moeuf et al., 2020 Müller et al., 2018 Stentoft et al., 2020 Cimini et al., 2020 Mittal et al., 2018 Bosman et al., 2019 Clear definition of Industry 4.0 objectives Ghobakhloo et al., 2022 Horvath & Szabo, 2019 Machado et al., 2021 (b) Orzes et al., 2020 Mittal et al., 2018 Stentoft et al., 2021 Lack of clear vision of Industry 4.0 Cimini et al., 2020 Cugno et al., 2021 Machado et al., 2021 (b) SMEs’ actions & reactions considered as a barrier Industry 4.0 requirements considered as an enabler
  • 12. Industry 4.0: human and organizational challenges – LIEGE CREATIVE TENSION S WHA T Conten t HOW Proces s Outer context WH Y WHY Inner context 5 TENSION S 10 TENSION S 26 TENSIO NS 9 TENSION S Proactive & long-term ROI Cimini et al. (2020); Pessot et al. (2020) ; Vrchota et al. (2019) ; Verhulst & Brenden (2021) Reactive & short-time ROI Benitez et al. (2020) ; Bosman et al. (2019 ; Estensoro et al. (2021) ; Ghobakhloo & Ching (2019) ; Ingaldi & Ulewicz (2020) ; Martinsuo & Luomaranta (2018); Masood & Sonntag (2020); Mittal et al. (2020); Moeuf et al. (2018); Moeuf et al. (2020); Müller, Buliga & Voigt (2018) ; Müller, Kiel & Voigt (2018) ; Nwaiwu et al. (2020) ; Orzes et al. (2020) ; Pessot et al. (2020) ; Prause (2019) ; Ricci et al. (2021) ; Somohano-Rodriguez et al. (2022); Stentoft et al. (2022) Human capital Agostini & Filippini (2019); Agostini & Nosella (2020) ; Cugno et al., 2021 ; Estensoro et al., 2021 ; Horvath & Szabo (2019) ; Müller, Buliga & Voigt (2018) ; Pessot et al., (2020) ; Rauch et al., 2020 ; Vereycken et al., 2021 Technological capital Cimini et al. (2020) ; Estensoro et al., 2021 ; Ghobakhloo & Ching (2019) ; Ghobakhloo et al., 2022; Horvath & Szabo (2019) ; Ietto et al. (2021); Machado et al., 2021 (b) ; Mittal et al. (2020); Müller, Buliga & Voigt (2018) ; Moeuf et al., 2018 ; Stentoft et al. (2022) Customised solutions Benitez et al. (2020); Vereycken et al. (2021); Ricci et al. (2021) Standard solutions Ghobakhloo & Ching (2019) ; Masood & Sonntag (2020); Ricci et al. (2021) SMEs’ strategic choice for Industry 4.0 considered as an enabler SMEs’ strategic choice for Industry 4.0 considered as a barrier
  • 13. Industry 4.0: human and organizational challenges – LIEGE CREATIVE 11 PART2: Industry 4.0: human and organizational challenges Support for Walloon industrial companies in their transformation towards "Industry 4.0" methodologies, processes, solutions and technologies. Geoffroy JENNES EQUANS Digital BeLux
  • 14. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Mechanical & Robotics HVAC Digital & ICT Electrical Facility Management Cooling & Fire protection Private and Public Buildings & Offices Industrial Buildings Cities and Smart Cities Inter-cities (telecom networks, power distribution…) Air Ground Transportation Defence Energy production & Renewable solutions Nuclear Food and beverage Biotech & pharmaceutical Data Centers Microelectronics & New technologies Marine & Offshore Our expertise, our clients, our market segments 1 2 Turnover 13 Mds€ Speciality activities Turnover 4 Mds€ Local activities Turnover 9 Mds€ EQUANS – Who are We
  • 15. Industry 4.0: human and organizational challenges – LIEGE CREATIVE 1 3 EQUANS Digital BeLux : 12 Digital Entities Data Management, API, AI - 80 people Big expertise around Data : # Data Analytics # Hypervision Solutions # AI # Predictive Maintenance Solutions # Digital Twin AUDIO-VISUAL – VIDEO - SECURITY- 175 people Global approach and assist step by step our clients. A wide range of solutions are known for their exceptional performance, ease to use, high ROI, interactivity and high scalability. # Audio-Visual # Multi-media Solutions # Fire security # Access Control # CTTV AUTOMATION - 320 people Your multi-brand integrator controlling the entire value chain from control command to information system # PLC # SCADA + HMI # BMS (Building Management System) # IOT Specific End User developments - 85 people Your multi-manufacturer integrator of secure turnkey robotic solutions at the service of your performance # Production efficiency # Virtual training # Nuclear handling and transport # …… 700 FTE collaborators 134 M€ turnover (forcast 2022) 12 Digital Entities Into our 4 BU : Smart Building, Infra, Industry North and Industry South Moving forward to Industry 4.0…
  • 16. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Titre de la présentation 14 They trust us
  • 17. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Key Elements for Industry4.0 transformation Key changes NEW PROCESSES PEOPLE & ORGANISATION NEW TECHNOLOGIES 75%of I4.0. projects fail if human is not the corner stone of the project 85%of I4.0 project longer than 8 months fail Humans related transformation tasks take 50% of the project energy… and what about the cost? 70%of I4.0 transformation projects fail if only driven by financials KPIs
  • 18. Industry 4.0: human and organizational challenges – LIEGE CREATIVE 16 But What is the Human Factor in a project Humans factor combines different facets Þ The individual Þ The organization Þ The company Þ The colleagues/Team Human factor is the combination of people involved Þ Top Management Þ Manager/leader Þ Workers
  • 19. Industry 4.0: human and organizational challenges – LIEGE CREATIVE 17 Every Succeeding project start with the “WHY” • Human need to understand WHY to do something.. (Move a stone)… Even before the WHAT and the HOW perhaps “Evidences” but success arrives when is transformed into On-the-job reality Þ Take care and involved all of these stakeholder continuously during the projet Þ Each have a reel impact in the Project success Þ The main challenge is to assure animation, evolution, transition of this ecosystem & • Crucial starting point.. Be involved and not only concerned… • What is the diff. between involved and concerned (Story of the bacon omelette)
  • 20. Industry 4.0: human and organizational challenges – LIEGE CREATIVE The Human Factor – Let’s COLLABORATE .. Everything start with « WHY »… 1 8 We believe that ……… Therefore, we will ……… We will facilitate to ………
  • 21. Industry 4.0: human and organizational challenges – LIEGE CREATIVE And fix the key success factors… .. 1 9 Make Expectation Clear Develop Trust and Respect Use the right Tools for the Job Make it easy to Ask for Help or support Gather Data for Constant Improve ment Set Deadline Encourage Friendly Competiti on Encoura ge Casual Chat Stay Flexible Kidness and respect
  • 22. Industry 4.0: human and organizational challenges – LIEGE CREATIVE 20 Human Factor – a transversal ecosystem The major I4.0 Change Management are coming form the Top Management 1. Break the rules… tear down the walls … Who I’m to changes such things.. I thought you were the boss 2. Define the strategy and fix the objectives 3. Make it clear and realistic 4. Give and assure the means…. (not only financial…) 5. Keep the course but stay flexible in the trajectory 6. Share the pain and share the gain… 7. Be Involved and be present… 8. Measure, act and decide… with Kindness and respect 9. Celebrate succes… 10. You are in the Driver Seat The role of the Top Management – 10 Golden Rules…..
  • 23. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Human Factor – a transversal ecosystem The major changes are coming form the Top Management • Industry 4.0. transformation is a journey… with targets and stopovers… make it simple.. Not simplest • Keep in mind… The key benefits in Industry 4.0, in the regard of the human Factor are not only financials… • Security, Wellbeing, Satisfaction, productivity, gratitude, success, stability… Let’s Talk “Human” The role of the Top Management
  • 24. Industry 4.0: human and organizational challenges – LIEGE CREATIVE 22 Human Factor – a transversal ecosystem The rôle of the Manager/Leader • Become a leader… • Lead by the talent • Build the right Project Team.. Energy Relay … Don’t think based on the hierarchy but on energy…
  • 25. Industry 4.0: human and organizational challenges – LIEGE CREATIVE
  • 26. Industry 4.0: human and organizational challenges – LIEGE CREATIVE 24 Human Factor – a transversal ecosystem The rôle of the Manager/Leader • Build a management based on leadership • Management is doing things right, leadership is doing the right things • Adapt your way to lead regarding the team maturity.. Lead by Doing, Showing, fixing objectives, by empowerment… • Define and Fix Roles and responsibilities (RACI Matrix) • Lisen and Learn…. • Be flexible and Agile… “ability to move quickly and easily” but with rules, methods and organization… • Give Fun... Have Fun • Set-up project ceremonies and methodologies (Epic/Story, Planning, Review, Retrospective • Communicate… and Follow
  • 27. Industry 4.0: human and organizational challenges – LIEGE CREATIVE 25 Human Factor – a transversal ecosystem • Capitalize and develop your Talent.. Not only the experience.. • Talent is… What are you doing well, better than others, more easily than others… • What are your skills (Soft-skills and Hard-Skills) • Be ready .. for continuous improvement • Have fun & passion • Say What I Do, Do What I say • Small step approach (Story of Eating a Whale) • Solution oriented, responsible and involved • Let’s do It … Just do It… The role of the Worker
  • 28. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Key Elements for Industry4.0 transformation 75%of I4.0. projects fail if human is not the corner stone of the project 85%of I4.0 project longer than 8 months fail Humans related transformation tasks take 50% of the project energy… and what about the cost? 70%of I4.0 transformation projects fail if only driven by financials KPIs Þ In Industry 4.0.. “Human” has to talk to “Human”… Þ Move from Management to leadership Þ Be involved instead of concerned Þ Build the right team at the right place.. Þ Keep the course but stay flexible in the trajectory Þ Just capitalize on that to move from cost to enabler, based on Talent management Þ Be agile Þ Move forward step by step Þ Give Fun.. Have fun… Þ Be Agile.. Split into epics and stories Þ I4.0 project is a journey with stopovers Þ The WHY is the starting point Þ Security, Wellbeing, Satisfaction, productivity, gratitude, success, stability… Let’s Talk “Human”
  • 29. Let’s stay in contact a.zabudkina@uliege.b e Anastassiya Zabudkina LENTIC Lentic.be HEC Digital Lab About research project www.EQUANS.b e Geoffroy JENNES Senior Project Manager Digital&Analytics +32 40 19.33.39 Geoffroy.Jennes@external.equans.com Geoffroy Jennes
  • 30. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Evaluer les enjeux du 4.0 pour votre société et son écosystème. Mobiliser les équipes autour du projet de transformation Industrie 4.0. Sortir d’une vision stratégique autocentrée et nouer des alliances. Maîtriser les premiers pas à réaliser pour passer à l’acte. Dorothée Kohler Fondateur & DG KOHLER C&C Jean-Daniel Weisz Associé KOHLER C&C NOS EXPERTS Experts dans les diagnostics de croissance des entreprises familiales et dans le coaching des équipes confrontées aux projets de transformation. Découvrez les deux premiers numéros des Cahiers du Digital consacrés à l’Industrie 4.0 et rédigés par nos experts. TELECHARG ER Du 15 au 16/12/22 MODULE DE FORMATION CONTINUE Visite du démonstrateur 4.0 de Technifutur incluse
  • 31. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Potential value of findings for Walloon SMEs Empirical test of findings Survey with Industry 4.0 adopters, planners and sceptics about their strategic positions Case studies with Industry 4.0 adopters about their change management Methodological tool Industry 4.0 planners Check of strong & weak points Tailoring of Industry 4.0 implementation according these specificities Analytical tool Industry 4.0 adopters Step back on ongoing situation Defining the triggers of existing challenges
  • 32. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Reference list (Anastassiya)– part 1 • Agostini, L., & Filippini, R. (2019). Organizational and managerial challenges in the path towards Industry 4.0. European Journal of Innovation Management. https://doi.org/10.1108/EJIM-02-2018-0030 • Agostini, L., & Nosella, A. (2020). The adoption of Industry 4.0 technologies in SMEs: Results of an international study. Management Decision, 58(4), 625-64. https://doi.org/10.1108/MD-09-2018-0973 • Benitez, G. B., Ayala, N. F., & Frank, A. G. (2020). Industry 4.0 innovation ecosystems : An evolutionary perspective on value cocreation. International Journal of Production Economics, 228. https://doi.org/10.1016/j.ijpe.2020.107735 • Bosman, L., Hartman, N., & Sutherland, J. (2019). How manufacturing firm characteristics can influence decision making for investing in Industry 4.0 technologies. Journal of Manufacturing Technology Management, 31(5), 1117-1141. https://doi.org/10.1108/JMTM-09-2018-0283 • Brozzi, R., Riedl, M., & Matt, D. (2020). Key Readiness Indicators to Assess the Digital Level of Manufacturing SMEs. In Kellens K., Ferraris E., & Demeester E. (Eds.), Procedia CIRP, 96, p. 201-206. https://doi.org/10.1016/j.procir.2021.01.075 • Cimini, C., Boffelli, A., Lagorio, A., Kalchschmidt, M. G. M., & Pinto, R. (2020). How do industry 4.0 technologies influence organisational change? An empirical analysis of Italian SMEs. Journal of Manufacturing Technology Management. https://doi.org/10.1108/jmtm-04-2019-0135 • Cugno, M., Castagnoli, R., & Büchi, G. Openness to Industry 4.0 and performance: The impact of barriers and incentives. Technological Forecasting and Social Change, 168, 120756 (2021). https://doi.org/10.1016/j.techfore.2021.120756 • Diniz, F., Duarte, N., Amaral, A., & Pereira, C. (2022). Industry 4.0: Individual Perceptions About Its Nine Technologies. In E. Zaramenskikh & A. Fedorova (Éds.), Digitalization of Society, Economics and Management (Vol. 53, p. 257-267). Springer International Publishing. https://doi.org/10.1007/978-3-030- 94252-6_19 • Document 32003H0361. Commission Recommendation of 6 May 2003 concerning the definition of micro, small and medium-sized enterprises. European Commission. https://eur-lex.europa.eu/legal-content/EN/ALL/?uri=CELEX:32003H0361 • Estensoro, M., Larrea, M., Müller, J. M., & Sisti, E. (2021). A resource-based view on SMEs regarding the transition to more sophisticated stages of industry 4.0. European Management Journal. https://doi.org/10.1016/j.emj.2021.10.001 • Ghobakhloo, M., & Ching, N. T. (2019). Adoption of digital technologies of smart manufacturing in SMEs. Journal of Industrial Information Integration, 16. https://doi.org/10.1016/j.jii.2019.100107 • Ghobakhloo, M., & Iranmanesh, M. (2021). Digital transformation success under Industry 4.0: A strategic guideline for manufacturing SMEs. Journal of Manufacturing Technology Management, 32(8), 1533-1556. https://doi.org/10.1108/JMTM-11-2020-0455 • Ghobakhloo, M., Iranmanesh, M., Vilkas, M., Grybauskas, A., & Amran, A. (2022). Drivers and barriers of Industry 4.0 technology adoption among manufacturing SMEs : A systematic review and transformation roadmap. Journal of Manufacturing Technology Management. https://doi.org/10.1108/JMTM- 12-2021-0505
  • 33. Industry 4.0: human and organizational challenges – LIEGE CREATIVE • Horvath, D., & Szabo, R.Zs. (2019). Driving forces and barriers of Industry 4.0: Do multinational and small and medium-sized companies have equal opportunities? Technological Forecasting & Social Change, 146, 119 – 132. https://doi.org/10.1016/j.techfore.2019.05.021 • Ietto, B., Ancillai, C., Sabatini, A., Carayannis, E., & Gregori, G. L. (2022). The Role of External Actors in SMEs’ Human-Centered Industry 4.0 Adoption : An Empirical Perspective on Italian Competence Centers. IEEE Transactions on Engineering Management, 1-16. https://doi.org/10.1109/TEM.2022.3144881 • Ingaldi, M., & Ulewicz, R. (2020). Problems with the implementation of industry 4.0 in enterprises from the SME sector. Sustainability (Switzerland), 12(1). https://doi.org/10.3390/SU12010217 • Khin, S., & Hung Kee, D. M. (2022). Identifying the driving and moderating factors of Malaysian SMEs’ readiness for Industry 4.0. International Journal of Computer Integrated Manufacturing, 1-19. https://doi.org/10.1080/0951192X.2022.2025619 • Klingenberg, C. O., Borges, M. A. V., & Antunes Jr, J. A. V. (2019). Industry 4.0 as a data-driven paradigm: A systematic literature review on technologies. Journal of Manufacturing Technology Management, 32(3), 570-592. https://doi.org/10.1108/JMTM-09-2018-0325 • Kohler, D. & Weisz, J. (2021). Industry 4.0: the 4th Industrial revolution. Volume 2 – organizational and societal challenges. Les Cahiers du Digital #2. https://www.digitallab.be/wp/wp-content/uploads/2021/09/Cahier-du-Digital-2_Industry-4.0-Organizational-and-Societal-Challenges.pdf • Machado, C.G., Winroth, M., Almström, P., Ericson Öberg, A., Kurdve, M. and AlMashalah, S. (2021). Digital organisational readiness: experiences from manufacturing companies. Journal of Manufacturing Technology Management, 32 (9), 167-182. https://doi.org/10.1108/JMTM-05-2019-0188 • Machado, E., Scavarda, L. F., Caiado, R. G. G., & Thomé, A. M. T. (2021). Barriers and enablers for the integration of industry 4.0 and sustainability in supply chains of msmes. Sustainability (Switzerland), 13(21). https://doi.org/10.3390/su132111664 • Margherita, E. G., & Braccini, A. M. (2020). Industry 4.0 Technologies in Flexible Manufacturing for Sustainable Organizational Value: Reflections from a Multiple Case Study of Italian Manufacturers. Information Systems Frontiers. https://doi.org/10.1007/s10796-020-10047-y • Masood, T., & Sonntag, P. (2020). Industry 4.0: Adoption challenges and benefits for SMEs. Computers in Industry, 121. https://doi.org/10.1016/j.compind.2020.103261 • Miclotte, J. (2022, May 2). Bilan du programme Industrie du Futur. Digital Wallonia. https://www.digitalwallonia.be/fr/publications/bilan-programme-idf/ • Mittal, S., Khan, M. A., Purohit, J. K., Menon, K., Romero, D., & Wuest, T. (2020). A smart manufacturing adoption framework for SMEs. International Journal of Production Research, 58(5), 1555-1573. https://doi.org/10.1080/00207543.2019.1661540 • Mittal, S., Khan, M. A., Romero, D., & Wuest, T. (2018). A critical review of smart manufacturing & Industry 4.0 maturity models: Implications for small and medium-sized enterprises (SMEs). Journal of Manufacturing Systems, 49, 194-214. https://doi.org/10.1016/j.jmsy.2018.10.005 Reference list (Anastassiya)– part 2
  • 34. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Reference list (Anastassiya) – part 3 • Moeuf, A., Lamouri, S., Pellerin, R., Tamayo-Giraldo, S., Tobon-Valencia, E., & Eburdy, R. (2020). of critical success factors, risks and opportunities of Industry 4.0 in SMEs. International Journal of Production Research, 58(5), 1384-1400. https://doi.org/10.1080/00207543.2019.1636323 • Moeuf, A., Pellerin, R., Lamouri, S., Tamayo-Giraldo, S., & Barbaray, R. (2018). The industrial management of SMEs in the era of Industry 4.0. International Journal of Production Research, 56(3), 1118-1136. https://doi.org/10.1080/00207543.2017.1372647 • Müller, J. M. (2019). Assessing the barriers to Industry 4.0 implementation from a workers’ perspective. In Ivanov D., Dolgui A., & Yalaoui F. (Eds.), IFAC- Papers OnLine,52 (13), 2189-2194. https://doi.org/10.1016/j.ifacol.2019.11.530 • Müller, J.M., Buliga, O., & Voigt, K-I. (2018). Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0. Technological Forecasting & Social Change, 132, 2 – 17. https://doi.org/10.1016/j.techfore.2017.12.019 • Müller, J.M., Kiel, D., & Voigt, K.-I. (2018). What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability. Sustainability, 10, 247, 1-24. https://doi.org/10.3390/su10010247 • Naruetharadhol, P., Srisathan, W. A., Gebsombut, N., Wongthahan, P., & Ketkaew, C. (2022). Industry 4.0 for Thai SMEs : Implementing Open Innovation as Innovation Capability Management. International Journal of Technology, 13(1), 48. https://doi.org/10.14716/ijtech.v13i1.4746 • Nwaiwu, F., Duduci, M., Chromjakova, F., & Otekhile, C.-A. F. (2020). Industry 4.0 concepts within the Czech SME manufacturing sector: An empirical assessment of critical success factors. Business: Theory and Practice, 21(1), 58-70. https://doi.org/10.3846/btp.2020.10712 • Orzes, G., Poklemba, R., & Towner, W.T. (2020). Implementing Industry 4.0 in SMEs: A Focus Group Study on Organizational Requirements. In Matt, D.T., Modrák, V., & Zsifkovits (Eds.), Industry 4.0 for SMEs: Challenges, opportunities, and requirements. https://doi.org/10.1007/978-3-030-25425-4 • Pech, M., & Vrchota, J. (2020). Classification of Small- and Medium-Sized Enterprises Based on the Level of Industry 4.0 Implementation. Applied Sciences, 10(15), 5150. https://doi.org/10.3390/app10155150 • Pessot, E., Zangiacomi, A., Battistella, C., Rocchi, V., Sala, A., & Sacco, M. (2020). What matters in implementing the factory of the future: Insights from a survey in European manufacturing regions. Journal of Manufacturing Technology Management, 32(3), 795-819. https://doi.org/10.1108/JMTM-05-2019-0169 • Pettigrew, A. M. (1987). Context and action in the transformation of the firm. Journal of Management Studies, 24(6), 649-670. https://doi.org/10.1111/j.1467- 6486.1987.tb00467.x • Prause, M. (2019). Challenges of Industry 4.0 Technology Adoption for SMEs: The Case of Japan. Sustainability, 11(20). https://doi.org/10.3390/su11205807 • PwC & Agence du Numérique. (2020). Industrie 4.0 : Quels sont les facteurs de réussite déterminants pour devenir une « industrie du futur » ? PwC, Agence du Numérique. https://content.digitalwallonia.be/post/20200618151613/Etude-PWC-AdN-Industrie-4.0-Complet.pdf
  • 35. Industry 4.0: human and organizational challenges – LIEGE CREATIVE Reference list (Anastassiya)– part 4 • Rauch, E., Vickery, A.R., Brown, C.A., & Matt, D.T. (2020). SME Requirements and Guidelines for the design of smart and highly adaptable manufacturing systems. In Matt, D.T., Modrák, V., & Zsifkovits (Eds.), Industry 4.0 for SMEs: Challenges, opportunities, and requirements. https://doi.org/10.1007/978-3-030-25425-4 • Ricci, R., Battaglia, D., & Neirotti, P. (2021). External knowledge search, opportunity recognition and industry 4.0 adoption in SMEs. International Journal of Production Economics, 240. https://doi.org/10.1016/j.ijpe.2021.108234 • Shukla, M., & Shankar, R. (2022). An extended technology-organization-environment framework to investigate smart manufacturing system implementation in small and medium enterprises. Computers & Industrial Engineering, 163. https://doi.org/10.1016/j.cie.2021.107865 • Somohano-Rodríguez, F. M., Madrid-Guijarro, A., & López-Fernández, J. M. (2022). Does Industry 4.0 really matter for SME innovation? Journal of Small Business Management, 60(4), 1001-1028. https://doi.org/10.1080/00472778.2020.1780728 • Stentoft, J., Adsbøll Wickstrøm, K., Philipsen, K., & Haug, A. (2021). Drivers and barriers for Industry 4.0 readiness and practice: Empirical evidence from small and medium-sized manufacturers. Production Planning & Control, 32(10), 811-828. https://doi.org/10.1080/09537287.2020.1768318 • Union Wallon des Entreprises. (2022). L’entreprise – je veux savoir ! Les entreprises wallonnes en 12 questions. Pôle Compétences de l’UWE. 15 édition. https://indd.adobe.com/view/2fe73a61-cb92-4411-92fb-c81e63a174de • Vereycken, Y., Ramioul, M., Desiere, S. and Bal, M. (2021). Human resource practices accompanying industry 4.0 in European manufacturing industry. Journal of Manufacturing Technology Management, 32 (5), 1016-1036. https://doi.org/10.1108/JMTM-08-2020-0331 • Verhulst, E., & Brenden, S. F. (2021). Strategic Roadmapping Towards Industry 4.0 for Manufacturing SMEs. In A. Dolgui, A. Bernard, D. Lemoine, G. von Cieminski, & D. Romero (Éds.), Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, Vol. 631, pp. 3-12. https://doi.org/10.1007/978-3-030-85902-2_1 • Vrchota, J., Volek, T., & Novotná, M. (2019). Factors Introducing Industry 4.0 to SMES. Social Sciences, 8(5), 130. https://doi.org/10.3390/socsci8050130