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3,007 Results Found

  • Systematic Review
  • Open Access
16 Citations
7,561 Views
23 Pages

A Review of Technological Forecasting from the Perspective of Complex Systems

  • Lijie Feng,
  • Qinghua Wang,
  • Jinfeng Wang and
  • Kuo-Yi Lin

4 June 2022

Technology forecasting (TF) is an important way to address technological innovation in fast-changing market environments and enhance the competitiveness of organizations in dynamic and complex environments. However, few studies have investigated the...

  • Article
  • Open Access
16 Citations
6,032 Views
39 Pages

19 April 2022

The importance of perspective-taking crosses disciplines and is foundational to diverse phenomena such as point-of-view, scale, mindset, theory of mind, opinion, belief, empathy, compassion, analysis, and problem solving, etc. This publication gives...

  • Article
  • Open Access
3 Citations
3,192 Views
24 Pages

9 April 2024

Due to the increasingly complex global climatic environment and the rapid development of China’s urban construction, China’s historical and cultural cities are experiencing an external impact as well as internal fragility. Representing th...

  • Article
  • Open Access
12 Citations
5,588 Views
13 Pages

18 August 2020

Complex adaptive systems (CAS) theory is acquiring mainstream recognition in sustainable community building. In this paper, we bring the applicability of CAS theory into sharper focus, highlighting its potential for integrating complexity and adaptiv...

  • Review
  • Open Access
13 Citations
3,668 Views
38 Pages

9 September 2023

The increasing factors of uncertainty faced by the system are due to the deep coupling of the electric power cyber network and the physical network. Consequently, ensuring the efficient, secure, and stable operation of the cyber–physical power...

  • Article
  • Open Access
12 Citations
8,696 Views
21 Pages

25 September 2020

Low-carbon transitions are long-term complex processes that are driven by multiple factors. To provide a theoretical and practical framework of this process, we argue that the combination of the multi-level perspective (MLP) and agent-based modeling...

  • Article
  • Open Access
33 Citations
7,784 Views
13 Pages

Fast Response to Superspreading: Uncertainty and Complexity in the Context of COVID-19

  • Lukas Zenk,
  • Gerald Steiner,
  • Miguel Pina e Cunha,
  • Manfred D. Laubichler,
  • Martin Bertau,
  • Martin J. Kainz,
  • Carlo Jäger and
  • Eva S. Schernhammer

Although the first coronavirus disease 2019 (COVID-19) wave has peaked with the second wave underway, the world is still struggling to manage potential systemic risks and unpredictability of the pandemic. A particular challenge is the “superspr...

  • Article
  • Open Access
538 Views
23 Pages

14 November 2025

In the era of digital economy, computing power centers, serving as core infrastructure that aggregates computing resources and supports digital transformation, have seen their competitiveness formation mechanism and evaluation methods become importan...

  • Article
  • Open Access
1,954 Views
23 Pages

Implications and Consequences of SL(2R) as Invariance Group in the Description of Complex Systems Dynamics from a Multifractal Perspective of Motion

  • Lucian Dobreci,
  • Oana Rusu,
  • Decebal Vasincu,
  • Mihaela Jarcău,
  • Cristina Marcela Rusu,
  • Silviu Gurlui,
  • Vlad Ghizdovat,
  • Alina Gavrilut and
  • Maricel Agop

30 March 2022

Possible implications and consequences of using SL(2R) as invariance groups in the description at any scale resolution of the dynamics of any complex system are analyzed. From this perspective and based on Jaynes’ remark (any circumstance left...

  • Proceeding Paper
  • Open Access
1,621 Views
2 Pages

By applying the concept of natural science to the study of music, on the one hand, we can understand the structure of music macroscopically, on the other, we can reflect on the history of music to a certain extent. Throughout the history of western m...

  • Article
  • Open Access
4 Citations
2,568 Views
14 Pages

21 October 2024

What does it mean for a complex system to “compute” or perform “computations”? Intuitively, we can understand complex “computation” as occurring when a system’s state is a function of multiple inputs (potenti...

  • Article
  • Open Access
7 Citations
4,630 Views
22 Pages

29 June 2022

Successful catch-up is an important channel to achieve sustainable development for emerging economies; however, it is a great challenge to catch up in complex products and systems (CoPS). Studies show limited evidence on how successful catch-up occur...

  • Article
  • Open Access
613 Views
21 Pages

20 October 2025

The Science and Technology Finance ecosystem plays an increasingly important role in shaping the sustainable development of new quality productive forces (NQPF). This study, based on the perspective of complex systems and using a multi-period fsQCA a...

  • Article
  • Open Access
13 Citations
5,924 Views
20 Pages

Sustainable Entrepreneurship Team Scale Development: A Complex Systems Perspective

  • Shengli Dai,
  • Hongyan Xue,
  • Yuan Jiang,
  • Wei Zhang and
  • Xin Zhang

14 November 2018

This paper primarily focuses on two questions: (1) “How is a sustainable entrepreneurship team (SET) formed?”; and (2) “What factors contribute to effective SET?”. Based on the model of Baron and Henry (2011), we adopt a proce...

  • Article
  • Open Access
886 Views
36 Pages

30 September 2025

As a complex ecosystem, a business environment plays a structural role in shaping enterprise vitality, yet its multidimensional mechanisms remain underexplored, particularly within transitioning economies. This study employs a time-series Global Prin...

  • Article
  • Open Access
866 Views
35 Pages

11 December 2025

This study integrates complex systems theory and innovation ecosystem theory to develop a unified framework encompassing the innovation environment, innovation actors, and innovation networks. Using fsQCA and NCA, it examines the impact of cross-laye...

  • Article
  • Open Access
6 Citations
3,648 Views
25 Pages

5 June 2023

This study seeks to explore how owner–managers of small and medium-sized enterprises navigate a constantly changing and turbulent environment following a traumatic experience and how they build resilience in their organizations by drawing upon...

  • Review
  • Open Access
168 Views
37 Pages

13 February 2026

Traditional reliability engineering paradigms, originally designed to prevent physical component failures, are facing a fundamental crisis when applied to today’s software-intensive and autonomous systems. In domains like aerospace, critical ri...

  • Review
  • Open Access
36 Citations
9,151 Views
21 Pages

10 March 2021

This study is a scoping review of the literature on organizational adaptation in school settings during the early stages of the COVID-19 pandemic. Dramatic and unexpected environmental changes raise questions about the capacity of schooling organizat...

  • Article
  • Open Access
1 Citations
1,980 Views
18 Pages

Geopolitical Risk and Firm Profitability in Complex Socio-Economic Systems: A Heterogeneous Dynamics Perspective

  • Ioana Duca,
  • Bogdan Andrei Dumitrescu,
  • Paul Tănăsescu,
  • Ionel Leonida,
  • Andreea-Mădălina Bozagiu and
  • Dalia Poleac

24 October 2025

This paper investigates how geopolitical risk influences firm profitability worldwide. Using a global panel of 7126 listed companies from 2013 to 2023, the analysis reveals that geopolitical shocks do not affect firms uniformly. Less profitable and f...

  • Article
  • Open Access
804 Views
15 Pages

Correlative Dynamics of Complex Systems: A Multifractal Perspective of Motion Based on SL(2R) Symmetry

  • Vlad Ghizdovat,
  • Emanuel Nazaretian,
  • Catalin Gabriel Dumitras,
  • Maricel Agop,
  • Constantin Placinta,
  • Calin Buzea,
  • Cristina Marcela Rusu,
  • Decebal Vasincu and
  • Zoltan Borsos

27 December 2024

By assimilating any complex system into a multifractal, a new approach for describing the dynamics of such systems is proposed by means of the Multifractal Theory of Motion. In such context, the description of these dynamics is accomplished through c...

  • Article
  • Open Access
1,813 Views
18 Pages

Guidance signage systems (GSSs) play a large role in pedestrian navigation for public buildings. A vulnerable GSS can cause wayfinding troubles for pedestrians. In order to investigate the robustness of GSSs, a complex network-based GSS robustness an...

  • Article
  • Open Access
7 Citations
3,998 Views
19 Pages

A Resilience-Augmented Approach to Compound Threats and Risk Governance: A Systems Perspective on Navigating Complex Crises

  • Katarzyna Klasa,
  • Benjamin D. Trump,
  • Sam Dulin,
  • Madison Smith,
  • Holly Jarman and
  • Igor Linkov

Compound threats—two or more relatively rare and high-consequence events that co-occur in time and space, amplifying their effects—present difficult-to-predict events that can impose potentially grave consequences. While there has been in...

  • Article
  • Open Access
2 Citations
2,277 Views
13 Pages

Towards a Holographic-Type Perspective in the Analysis of Complex-System Dynamics

  • Ștefana Agop,
  • Dumitru Filipeanu,
  • Claudiu-Gabriel Țigănaș,
  • Claudia-Elena Grigoraș-Ichim,
  • Lucia Moroșan-Dănilă,
  • Alina Gavriluț,
  • Maricel Agop and
  • Gavril Ștefan

8 March 2023

By operating with the Scale Relativity Theory by means of two scenarios (Schrӧdinger and Madelung-type scenarios) in the dynamics of complex systems, we can achieve a description of these complex systems through a holographic-type perspective....

  • Systematic Review
  • Open Access
1 Citations
4,178 Views
30 Pages

14 May 2025

Digital technologies are reshaping how firms create, deliver, and capture value, prompting growing interest in digital business model innovation (DBMI). Despite increasing scholarly attention, the existing research remains fragmented and often assume...

  • Editorial
  • Open Access
2 Citations
2,648 Views
3 Pages

This Special Issue, entitled “Positive and Existential Psychology in Times of Change: Towards Complex, Holistic, Systemic and Integrative Perspectives”, addresses the urging questions and challenges of our times from the latest positive a...

  • Review
  • Open Access
1,477 Views
23 Pages

14 October 2025

This study conducts a comprehensive bibliometric analysis of research applying data envelopment analysis (DEA) to the evaluation of sustainability and performance in complex socioeconomic systems between 2010 and mid-2025. DEA has become an increasin...

  • Commentary
  • Open Access
8 Citations
2,987 Views
18 Pages

From Historical Narratives to Circular Economy: De-Complexifying the “Desertification” Debate

  • Rares Halbac-Cotoara-Zamfir,
  • Andrea Colantoni,
  • Enrico Maria Mosconi,
  • Stefano Poponi,
  • Simona Fortunati,
  • Luca Salvati and
  • Filippo Gambella

Assuming the importance of a “socioeconomic mosaic” influencing soil and land degradation at the landscape scale, spatial contexts should be considered in the analysis of desertification risk as a base for the design of appropriate counte...

  • Article
  • Open Access
18 Citations
5,019 Views
19 Pages

Mapping the Dynamic Complexity of Sexual and Gender Minority Healthcare Disparities: A Systems Thinking Approach

  • Braveheart Gillani,
  • Dana M. Prince,
  • Meagan Ray-Novak,
  • Gulnar Feerasta,
  • Devinity Jones,
  • Laura J. Mintz and
  • Scott Emory Moore

6 February 2024

Sexual and gender minority (SGM) populations experience extensive health disparities compared to their straight and cisgender counterparts. The importance of addressing these disparities is paramount, as SGM groups often encounter significant barrier...

  • Article
  • Open Access
1 Citations
5,336 Views
25 Pages

Systemic Management Practices—Enabling Local Governments to Adapt in Response to Complexity

  • Manuel Riemer,
  • Randy Sa’d,
  • Tim Posselt,
  • Pourya Salehi,
  • David Corbett,
  • Peter Jones,
  • Antony Upward,
  • Exmond DeCruz,
  • Bill Baue and
  • Theo Kötter
  • + 2 authors

1 June 2025

Local governments are increasingly navigating accelerating change and escalating complexity caused by interconnected crises, commonly referred to as a global polycrisis. These crises, including climate change, lack of affordable housing, declining me...

  • Article
  • Open Access
1 Citations
1,166 Views
17 Pages

21 May 2025

Studying the risk propagation mechanisms in agricultural systems is crucial for maintaining agricultural stability and promoting sustainable development. This research analyzes the risk effects and risk propagation mechanisms in agricultural systems...

  • Article
  • Open Access
4 Citations
3,925 Views
45 Pages

1 September 2023

Modern industry has become very complex and requires an equally complex engineering technology system, which includes resource utilization, energy conversion, product research and development, technological innovation, environmental protection and in...

  • Article
  • Open Access
1,607 Views
25 Pages

21 January 2024

In this paper, the low energy cost synchronization control strategy of Markovian switching complex systems/networks is mainly studied and analyzed through multiple perspectives. Firstly, in order to achieve synchronization of Markovian switching comp...

  • Review
  • Open Access
19 Citations
10,105 Views
17 Pages

Floodplains, as seen from the flood risk management perspective, are composed of co-evolving natural and human systems. Both flood processes (that is, the hazard) and the values at risk (that is, settlements and infrastructure built in hazardous area...

  • Article
  • Open Access
4 Citations
3,108 Views
11 Pages

Physical Activity, Sedentary Behaviour and Cardiovascular Risk Factors in Overweight Low-Income Schoolchildren: A Complex System Perspective

  • Thaynã Bezerra,
  • Anastácio Souza Filho,
  • Natália Quirino,
  • Paulo Bandeira,
  • Luciana Cabral,
  • Cézane Reuter,
  • Clarice Martins and
  • Ferdinando Carvalho

22 March 2023

Background: This study analysed through the perspective of networks the association between physical activity (PA), sedentary behaviour (SB), and cardiovascular risk factors in overweight low-income schoolchildren from the perspective of complex syst...

  • Article
  • Open Access
20 Citations
3,985 Views
28 Pages

18 July 2022

The upward trend of metro flooding disasters inevitably brings new challenges to urban underground flood management. It is essential to evaluate the resilience of metro systems so that efficient flood disaster plans for preparation, emergency respons...

  • Review
  • Open Access
82 Citations
13,865 Views
45 Pages

Statistical Mechanics and Information-Theoretic Perspectives on Complexity in the Earth System

  • Georgios Balasis,
  • Reik V. Donner,
  • Stelios M. Potirakis,
  • Jakob Runge,
  • Constantinos Papadimitriou,
  • Ioannis A. Daglis,
  • Konstantinos Eftaxias and
  • Jürgen Kurths

7 November 2013

This review provides a summary of methods originated in (non-equilibrium) statistical mechanics and information theory, which have recently found successful applications to quantitatively studying complexity in various components of the complex syste...

  • Article
  • Open Access
6 Citations
2,975 Views
20 Pages

12 September 2024

The objective of this study is to analyze the impact of intellectual capital (IC) and its components on firm financial performance using data from Chinese agricultural listed companies during 2015–2020. The moderating role of board diversity in...

  • Article
  • Open Access
1,334 Views
23 Pages

The co-evolutionary research of complex network propagation dynamics systems has gradually become a hot topic in domestic and international research in recent years. This article reviews the research progress of epidemic dynamics systems and public o...

  • Review
  • Open Access
86 Citations
11,305 Views
71 Pages

Cyclodextrins (CDs) are a family of cyclic oligosaccharides, consisting of a macrocyclic ring of glucose subunits linked by α-1,4 glycosidic bonds. The shape of CD molecules is similar to a truncated cone with a hydrophobic inner cavity and a h...

  • Article
  • Open Access
9 Citations
9,018 Views
19 Pages

4 January 2013

The paper analyzes the concepts of uncertainty and surprise as key variables of a socio-ecological system’s behavior in the context of the theory of complexity. Experiences from the past have shown that living with uncertainty is part of our daily li...

  • Article
  • Open Access
7 Citations
3,257 Views
18 Pages

Household Food Security as a Complex System—Contributions to the Social Sciences from the Cuban Perspective during a Pandemic

  • Yinet Domínguez Ruiz,
  • Osmanys Soler Nariño,
  • José Manuel Jurado Almonte and
  • Juan Antonio Márquez Domínguez

19 September 2022

The food crisis caused by the rise in grocery prices affects many countries. Added to this complex panorama is the current health situation generated by the COVID-19 pandemic. Its impact on the productive sector will be detrimental to many household...

  • Article
  • Open Access
4 Citations
2,336 Views
18 Pages

22 February 2022

A wide methodological spectrum regarding future research is offered by anticipation studies, with a special role of foresight studies. Many studies of this type focus on generating the desired future, taking into account the fact that it is accompani...

  • Article
  • Open Access
2 Citations
3,316 Views
35 Pages

Transit-oriented development (TOD) has been widely adopted in urban planning to alleviate traffic congestion, urban sprawl, and other problems. The TOD metro station area, as a dynamic and open spatial system, presents typical complex features. To im...

  • Review
  • Open Access
430 Views
25 Pages

29 November 2025

Thermodynamic laws and principles overarch all domains of physics, chemistry and biology. In this broad perspective, further generalizations with respect to the “state-of-the-art” of current theories are still viable considering all aspec...

  • Article
  • Open Access
4 Citations
2,447 Views
21 Pages

13 November 2024

As autonomous driving technology scales up, complex urban intersections pose significant safety challenges. Current testing methods struggle to simulate these complex scenarios at a manageable cost, making simulation testing essential. For effective...

  • Article
  • Open Access
536 Views
25 Pages

24 November 2025

In China, food security has long held a critical strategic position. Conducting research on the interconnections between People–Land–Food (P-L-F) is of significant importance for promoting the efficient use of resources and ensuring natio...

  • Article
  • Open Access
7 Citations
9,961 Views
12 Pages

4 March 2021

This study explores the root causes of the Fukushima Daiichi disaster and discusses how the complexity and tight coupling in large-scale systems should be reduced under emergencies such as station blackout (SBO) to prevent future disasters. First, on...

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