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5,424 Results Found

  • Article
  • Open Access
15 Citations
6,020 Views
26 Pages

18 August 2023

The concept of smart cities has gained significant attention due to the potential of smart cities to optimize city services and enhance citizens’ quality of life. Cities are investing in digital transformation to become smarter, sustainable, an...

  • Case Report
  • Open Access
19 Citations
4,258 Views
25 Pages

Application of the Maturity Model in Industrial Corporations

  • Cihan Ünal,
  • Cemil Sungur and
  • Hakan Yildirim

2 August 2022

Enterprises need to evaluate for themselves whether they are ready for Industry 4.0 to survive and develop in the era of the Fourth Industrial Revolution. Therefore, it is necessary to conceptualize or develop an Industry 4.0 readiness and maturity m...

  • Article
  • Open Access
1 Citations
2,750 Views
23 Pages

Companies face uncertainties evaluating their own capabilities when implementing data analytics or data mining. Data mining is a valuable process used to analyze data and support decisions based on the knowledge generated, creating a pipeline from th...

  • Article
  • Open Access
12 Citations
4,628 Views
16 Pages

Research on BIM Application Two-Dimensional Maturity Model

  • Changqing Sun,
  • Hong Chen,
  • Ruyin Long and
  • Ruihua Liao

11 November 2022

The existing project management maturity models and BIM maturity models have obvious deficiencies in evaluating the management level of engineering projects with BIM applications. This study aimed to use accepted assessment indexes to design an innov...

  • Article
  • Open Access
26 Citations
6,743 Views
19 Pages

Risk Management Maturity Model for Logistic Processes

  • Agnieszka A. Tubis and
  • Sylwia Werbińska-Wojciechowska

12 January 2021

Recently, the maturity models for risk management are attracting growing attention. The obtained maturity level defines an assessment of an organization’s management competence. Therefore, as a set of various tools and practices, the maturity m...

  • Article
  • Open Access
38 Citations
7,951 Views
37 Pages

Proposal for a Maturity Model in Sustainability in the Supply Chain

  • Davidson de Almeida Santos,
  • Osvaldo Luiz Gonçalves Quelhas,
  • Carlos Francisco Simões Gomes,
  • Luis Perez Zotes,
  • Sérgio Luiz Braga França,
  • Guilherme Vinagre Pinto de Souza,
  • Robson Amarante de Araújo and
  • Sheila da Silva Carvalho Santos

19 November 2020

Sustainability has become a relevant element for organizations due to several motivators: companies adopt sustainability practices in need for regulatory compliance, anticipation of regulatory changes, understanding of limited natural resources, and...

  • Article
  • Open Access
24 Citations
6,386 Views
20 Pages

Smart Cities Maturity Model—A Multicriteria Approach

  • Franciely Velozo Aragão,
  • Daiane Maria de Genaro Chiroli,
  • Fernanda Cavicchioli Zola,
  • Emanuely Velozo Aragão,
  • Luis Henrique Nogueira Marinho,
  • Ana Lidia Cascales Correa and
  • João Carlos Colmenero

15 April 2023

The concept of smart cities has gained relevance over the past few years. Public managers have been planning investments to turn their cities into smart cities. Maturity models can help managers to monitor the performance of urban indicators; however...

  • Article
  • Open Access
3 Citations
1,914 Views
25 Pages

A Capability Maturity Model for Integrated Project Delivery

  • Ahmad J. Arar,
  • Erik Poirier and
  • Sheryl Staub-French

As the adoption of integrated project delivery (IPD) progresses, increasing evidence has highlighted its potential to improve project outcomes. However, as an emerging practice, there remains a lack of structured mechanisms to evaluate the maturity o...

  • Review
  • Open Access
40 Citations
7,629 Views
15 Pages

A Critical Review of Maturity Model Development in the Digitisation Era

  • Samuel Adeniyi Adekunle,
  • Clinton Aigbavboa,
  • Obuks Ejohwomu,
  • Matthew Ikuabe and
  • Babatunde Ogunbayo

Maturity models assess the prevailing capability level and proffer the necessary capabilities for effective adoption in a systematic roadmap. This is considered essential to achieve diffusion of the emerging technologies. The paper provides a guide t...

  • Article
  • Open Access
312 Views
20 Pages

9 January 2026

This study introduces the Sustainable Urban Mobility Maturity Model (SUM-MM) to assess and enhance the maturity of sustainable urban mobility in cities. The SUM-MM comprises 3 main dimensions (enablers, sustainability, and transport modes) and 11 sub...

  • Article
  • Open Access
2,090 Views
22 Pages

A Comprehensive Data Maturity Model for Data Pre-Analysis

  • Lukas Knoflach,
  • Lin Shao and
  • Torsten Ullrich

19 April 2025

Data analysis is widely used in research and industry where there is a need to extract information from data. A significant amount of time within a data analysis project is required to prepare the data for subsequent analysis. This paper presents a c...

  • Article
  • Open Access
45 Citations
6,531 Views
17 Pages

Maturity Model as a Driver for Circular Economy Transformation

  • Jonas Nygaard Uhrenholt,
  • Jesper Hemdrup Kristensen,
  • Maria Camila Rincón,
  • Sofie Adamsen,
  • Steffen Foldager Jensen and
  • Brian Vejrum Waehrens

19 June 2022

The movement of manufacturing organisations towards a circular economy sets the scene for extensive industrial change. This change is not simply a continuation of current business; instead, it brings up multiple questions concerning ways of thinking,...

  • Article
  • Open Access
9 Citations
7,244 Views
19 Pages

A Maturity Model for Trustworthy AI Software Development

  • Seunghwan Cho,
  • Ingyu Kim,
  • Jinhan Kim,
  • Honguk Woo and
  • Wanseon Shin

10 April 2023

Recently, AI software has been rapidly growing and is widely used in various industrial domains, such as finance, medicine, robotics, and autonomous driving. Unlike traditional software, in which developers need to define and implement specific funct...

  • Article
  • Open Access
4 Citations
4,930 Views
17 Pages

Maturity of CSR Implementation at the Organizational Level—From Literature Review to a Comprehensive Model

  • Katarzyna Piwowar-Sulej,
  • Magdalena Rojek-Nowosielska,
  • Agnieszka Sokołowska-Durkalec and
  • Urszula Markowska-Przybyła

9 December 2022

This paper fills the gap in the studies addressing the problem of corporate social responsibility (CSR) concept implementation maturity in an organization approached holistically. It is based on an integrative literature review covering 104 publicati...

  • Article
  • Open Access
25 Citations
7,992 Views
26 Pages

Supply Chain Sustainability: A Model to Assess the Maturity Level

  • Elisabete Correia,
  • Susana Garrido-Azevedo and
  • Helena Carvalho

11 February 2023

Today, frameworks and models are critical for enabling organizations to identify their current sustainability integration into business and to follow up on these initiatives over time. In this context, the maturity models offer a structured way of an...

  • Article
  • Open Access
29 Citations
8,802 Views
27 Pages

The aim of the article is to present the author’s concept of steel market enterprises’ maturity for functioning in Industry 4.0. The model is based on the assessment of key technologies or pillars of the new industrial concept. The propos...

  • Article
  • Open Access
12 Citations
4,632 Views
21 Pages

Green ICT Adoption Using a Maturity Model

  • Albert Hankel,
  • Gaston Heimeriks and
  • Patricia Lago

13 December 2019

The field green ICT focuses on the greening of ICT and using ICT to optimise the energy footprint of the ICT-supported processes. For organisations, applying green ICT in the broadest sense presents them with challenges. In this paper we explore what...

  • Article
  • Open Access
16 Citations
7,971 Views
17 Pages

A resilient safety culture is characterized by the capability of addressing the changing and unforeseen safety risks associated with the increasingly complex nature of sociotechnical systems, and creating an ultrasafe organization. An assessment of t...

  • Article
  • Open Access
3 Citations
3,421 Views
19 Pages

Research on the Maturity Evaluation Model of Enterprise Safety Culture

  • Jingjing Pei,
  • Lu Liu,
  • Ying Chi and
  • Chengyang Yu

To regulate the safety behavior of employees and improve the occupational safety level of enterprises. Based on the perspective of safety culture, this paper designed an index system based on the four dimensions of safety concept, system, behavior, a...

  • Article
  • Open Access
18 Citations
3,633 Views
22 Pages

Towards a Maturity Model for IoT Adoption by B2C Companies

  • Olena Klisenko and
  • Estefanía Serral Asensio

19 January 2022

The fast-growing market for the adoption of IoT technologies poses serious challenges for companies providing IoT solutions. These challenges require constant technological and managerial improvement from the companies. To select the right direction...

  • Article
  • Open Access
5 Citations
3,441 Views
15 Pages

Toward Sustainable ICT-Supported Neighborhood Development—A Maturity Model

  • Madeleine Renyi,
  • Anna Hegedüs,
  • Edith Maier,
  • Frank Teuteberg and
  • Christophe Kunze

10 November 2020

Scientists promote the fostering of caring communities as a means of sustainably coping with demographic changes. They consider community-based technologies to have a high potential for supporting the establishment of caring communities. However, imp...

  • Article
  • Open Access
9 Citations
5,073 Views
17 Pages

A Maturity Model Proposal for Industrial Maintenance and Its Application to the Railway Sector

  • Itxaro Errandonea,
  • Unai Alvarado,
  • Sergio Beltrán and
  • Saioa Arrizabalaga

17 August 2022

Maintenance is one of the major concerns of the industrial sector. Acquiring better levels of maintenance maturity is one of the objectives to be achieved. Therefore, prescriptive maintenance is one of the areas of recent research. Current works in l...

  • Article
  • Open Access
1 Citations
4,329 Views
18 Pages

A Holistic Maturity Model for Quality Assessment and Innovation in Peruvian Universities

  • Esteban Tocto-Cano,
  • Sandro Paz Collado and
  • Javier Linkolk López-Gonzales

24 January 2025

This study proposes a holistic maturity model to evaluate and optimize the performance of Peruvian universities. It addresses key dimensions such as favorable governance, university talent (including students, faculty, and administrators), substantia...

  • Article
  • Open Access
54 Citations
10,953 Views
15 Pages

Gemini Principles-Based Digital Twin Maturity Model for Asset Management

  • Long Chen,
  • Xiang Xie,
  • Qiuchen Lu,
  • Ajith Kumar Parlikad,
  • Michael Pitt and
  • Jian Yang

23 July 2021

Various maturity models have been developed for understanding the diffusion and implementation of new technologies/approaches. However, we find that existing maturity models fail to understand the implementation of emerging digital twin technique com...

  • Article
  • Open Access
8 Citations
8,004 Views
34 Pages

5 September 2023

The advancements in the technology landscape and software development in recent years mandate paying attention to Software Quality Assurance (SQA) because it is becoming significantly important and complex. SQA is a set of activities within the softw...

  • Article
  • Open Access
3 Citations
2,202 Views
28 Pages

A Sector-Specific Digital Maturity Model for Inland Waterway Transport

  • Agnieszka A. Tubis,
  • Emilia T. Skupień,
  • Kasper K. Jędrzychowski and
  • Hubert Jędrzychowski

This article presents a sector-specific digital maturity model (DMM) to assess digital transformation in inland waterway transport (IWT). Inland waterway transport plays a crucial yet underutilized role, and digitalization can enhance its efficiency,...

  • Article
  • Open Access
324 Views
35 Pages

12 February 2026

Multi-level models are core artifacts of Model-Based Systems Engineering (MBSE) for cross-disciplinary collaboration and staged evolution, yet assessing their maturity in the conceptual design phase remains difficult. This paper proposes a systematic...

  • Article
  • Open Access
20 Citations
4,531 Views
25 Pages

An Actor–Network Approach to Developing a Life Cycle BIM Maturity Model (LCBMM)

  • Ruwini Edirisinghe,
  • Zelinna Pablo,
  • Chimay Anumba and
  • Saratu Tereno

30 November 2021

Building information modelling (BIM) has considerable potential for addressing sustainability issues in construction, but its benefits can be constrained by the failure to adopt BIM across the full project life cycle. Systematic whole-of-life BIM ado...

  • Article
  • Open Access
356 Views
31 Pages

2 February 2026

Municipal smart city programs remain hampered by conceptual fragmentation and the absence of validated, context-specific maturity assessments. We develop the Smart Municipality Maturity Model (SMMM) via a design-science process, synthesizing 183 publ...

  • Article
  • Open Access
4 Citations
3,820 Views
31 Pages

The ongoing digitalization of industrial companies requires a structured, strategic integration of digital concepts into business processes. Digital transformation (DT) requires clearly defined roadmaps that align digital technologies with business o...

  • Article
  • Open Access
136 Citations
20,159 Views
19 Pages

The Responsible Research and Innovation (RRI) Maturity Model: Linking Theory and Practice

  • Bernd Carsten Stahl,
  • Michael Obach,
  • Emad Yaghmaei,
  • Veikko Ikonen,
  • Kate Chatfield and
  • Alexander Brem

16 June 2017

Responsible research and innovation (RRI) is an approach to research and innovation governance aiming to ensure that research purpose, process and outcomes are acceptable, sustainable and even desirable. In order to achieve this ambitious aim, RRI mu...

  • Article
  • Open Access
8 Citations
4,013 Views
20 Pages

A Capability Maturity Model for Intelligent Manufacturing in Chair Industry Enterprises

  • Wanqiang Wang,
  • Jiadong Wang,
  • Chang Chen,
  • Shaohui Su,
  • Changyong Chu and
  • Guojin Chen

13 June 2022

Intelligent manufacturing has a strong role in promoting the transformation and upgrading of traditional industries such as the chair industry. This study aimed to accurately evaluate the production status and technical level of chair industry enterp...

  • Article
  • Open Access
147 Citations
15,836 Views
18 Pages

A Maturity Model for Logistics 4.0: An Empirical Analysis and a Roadmap for Future Research

  • Francesco Facchini,
  • Joanna Oleśków-Szłapka,
  • Luigi Ranieri and
  • Andrea Urbinati

20 December 2019

The adoption of Industry 4.0 technologies has become particularly important nowadays for companies in order to optimize their production processes and organizational structures. However, companies sometimes find it difficult to develop a strategic pl...

  • Article
  • Open Access
20 Citations
8,698 Views
26 Pages

Integrated Supply Network Maturity Model: Water Scarcity Perspective

  • Ekaterina Yatskovskaya,
  • Jagjit Singh Srai and
  • Mukesh Kumar

20 March 2018

Today’s supply chains (SCs) are more than ever prone to disruptions caused by natural and man-made events with water scarcity identified as one of the highest impact events among these. Leading businesses, understanding that natural resource scarcity...

  • Article
  • Open Access
3 Citations
1,608 Views
16 Pages

14 February 2025

The development of inland waterway transport systems is crucial to achieving sustainable transportation by reducing environmental impact, improving safety, and supporting economic efficiency. However, the varying geographic, climatic, and infrastruct...

  • Article
  • Open Access
69 Citations
23,659 Views
31 Pages

20 April 2023

For a successful digital transformation, organizations must create an accurate roadmap and manage the process effectively. A digital maturity model is a critical success factor as it enables organizations to assess their current situation and create...

  • Article
  • Open Access
50 Citations
6,038 Views
23 Pages

GFS-YOLO11: A Maturity Detection Model for Multi-Variety Tomato

  • Jinfan Wei,
  • Lingyun Ni,
  • Lan Luo,
  • Mengchao Chen,
  • Minghui You,
  • Yu Sun and
  • Tianli Hu

9 November 2024

In order to solve the problems that existing tomato maturity detection methods struggle to take into account both common tomato and cherry tomato varieties in complex field environments (such as light change, occlusion, and fruit overlap) and the mod...

  • Article
  • Open Access
44 Citations
6,277 Views
24 Pages

The accelerating process of urbanization in China has led to considerable opportunities for the development of construction projects, however, environmental issues have become an important constraint on the implementation of these projects. To quanti...

  • Article
  • Open Access
1 Citations
2,903 Views
22 Pages

18 April 2023

The presented article focuses on the acute topics of process management in educational institutions. A maturity model is here proposed in order to develop an effective marketing mix for educational facilities. It is used to assess the current state o...

  • Article
  • Open Access
768 Views
18 Pages

Learning Course Improvement Tools: Search Has Led to the Development of a Maturity Model

  • Diana Zagulova,
  • Marina Uhanova,
  • Aleksejs Jurenoks,
  • Natalya Prokofyeva,
  • Anita Jansone,
  • Sabina Katalnikova and
  • Viktorija Ziborova

2 October 2025

This article discusses the development of a course maturity model, aimed at improving and aligning academic courses with labor market demands. The model, named Ten Tools for Improving Course (TTIC), is a continuous, cyclic, multi-component structure...

  • Article
  • Open Access
7 Citations
3,293 Views
24 Pages

Navigating the complexities of establishing sustainable micro-credentialing programs in European higher education requires a tailored approach for providers. The goal of this research is to develop an assessment tool that enhances the implementation...

  • Article
  • Open Access
8 Citations
2,619 Views
28 Pages

Maturity Model for Sustainability Assessment of Chemical Analyses Laboratories in Public Higher Education Institutions

  • Marco Antonio Souza,
  • Mario Orestes Aguirre González and
  • André Luís Santos de Pinho

5 March 2024

The increasing demand for sustainable products and services has become a constant requirement for the different stakeholders in an organization. Higher Education Institutions (HEI) have a crucial role in training conscious and competent professionals...

  • Article
  • Open Access
857 Views
60 Pages

18 November 2025

Ensuring operational continuity in modern industrial systems requires maintenance strategies that are both mature and adaptive to uncertainty. This study introduces and validates the Integrated Maintenance Maturity Model (IMMM), a multidimensional fr...

  • Article
  • Open Access
9 Citations
1,590 Views
14 Pages

Towards an Integrated Maturity Model of System and E-Business Applications in an Emerging Economy

  • Alejandro Cataldo,
  • César A. Astudillo,
  • Jimmy H. Gutiérrez-Bahamondes,
  • Luis González-Martínez and
  • Robert McQueen

Although there is a great number of maturity models proposed for Information Systems, most of them have three limitations: (1) they are focused on a single or small subset of companies; (2) they do not address the evolution of enterprise systems and...

  • Article
  • Open Access
7 Citations
6,136 Views
21 Pages

10 November 2021

The business continuity of the gig economy is strongly driven by the operator’s ability to manage the maturity of business processes. Moreover, projects in the gig economy are risky due to the lack of monitoring and involvement of actors’ profiles. W...

  • Article
  • Open Access
13 Citations
5,545 Views
34 Pages

8 October 2021

This paper develops a model for the assessment of the maturity of the compliance function of investment firms. The model indicates a path of evolution wherein the compliance function matures from being reactive and inconsistent to becoming a proactiv...

  • Article
  • Open Access
30 Citations
15,503 Views
35 Pages

Eco-Innovation Maturity Model: A Framework to Support the Evolution of Eco-Innovation Integration in Companies

  • Amanda Xavier,
  • Tatiana Reyes,
  • Améziane Aoussat,
  • Leandro Luiz and
  • Lucas Souza

The urgency for sustainable changes in product performance and around the processes of the different organizational areas highlights the potential of eco-innovation as a management strategy. However, this holistic approach to eco-innovation is still...

  • Article
  • Open Access
19 Citations
6,965 Views
17 Pages

Assessing the Maturity of Sustainable Business Model and Strategy Reporting under the CSRD Shadow

  • Niki Glaveli,
  • Maria Alexiou,
  • Apostolos Maragos,
  • Anastasia Daskalopoulou and
  • Viktoria Voulgari

The present work is amongst the few that attempt to critically assess the maturity of Business Model (BM) and strategy disclosures of listed firms under the shadow of the new EU reporting directive, the Corporate Sustainability Reporting Directive (C...

  • Article
  • Open Access
17 Citations
4,836 Views
24 Pages

A Maturity Model to Become a Smart Organization Based on Lean and Industry 4.0 Synergy

  • Bertha Leticia Treviño-Elizondo,
  • Heriberto García-Reyes and
  • Rodrigo E. Peimbert-García

1 September 2023

This paper proposes a maturity model (MM) to become a smart organization considering Lean as a key enabler to drive I4.0 adoption. A systematic literature review on I4.0 and Lean concepts plus I4.0 adoption models was conducted through the PRISMA met...

  • Article
  • Open Access
21 Citations
4,660 Views
18 Pages

13 August 2022

The digital maturity model (DMM) can help enterprises scientifically evaluate their digital maturity level, identify their weaknesses, and then further formulate improvement strategies. Most of the existing relevant studies focus on the Internet indu...

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