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Systems

Systems is an international, peer-reviewed, open access journal on systems theory in practice, including fields such as systems engineering management, systems based project planning in urban settings, health systems, environmental management and complex social systems, published monthly online by MDPI.
The International Society for the Systems Sciences (ISSS) is affiliated with Systems and its members receive a discount on the article processing charges.
Quartile Ranking JCR - Q1 (Social Sciences, Interdisciplinary)

All Articles (3,145)

Ports are critical nodes in global supply chains and play a central role in sustainability transitions in trade and logistics. This study investigates how Artificial Intelligence (AI) contributes to sustainable innovation within port ecosystems, focusing on efficiency, transparency, resilience, and environmental performance. To address the research question—how has AI supported sustainability in maritime ports?—we conducted a systematic screening combined with bibliometric performance analysis and science mapping. A total of 80 peer-reviewed articles published between 2019 and 2025 (Scopus) were analysed. The results show a strong acceleration of publications in 2025, alongside a citation–time lag for recent studies. The findings indicate three dominant application streams: (1) operational efficiency and optimisation (terminal operations, forecasting, routing, scheduling); (2) digital and smart-port enablement through IoT and data infrastructures; and (3) governance, risk, and compliance (e.g., Port State Control, inspection analytics, cyber-resilience). The mapping also evidences increasing convergence of AI with complementary technologies—particularly IoT and, in a smaller but visible subset, blockchain—to enhance trust, accountability, and interoperability. By synthesising the field’s intellectual structure and thematic evolution, this study outlines research gaps and proposes future directions toward integrated frameworks for sustainable port ecosystems and Sustainable Commerce 4.0.

9 February 2026

Author co-citation network showing thematic clusters in AI and sustainable maritime research, where node colours denote distinct co-citation clusters and node size reflects citation frequency.

Rising geopolitical risks have become a defining feature of the global business environment, yet how firms—particularly those from latecomer economies—adjust their innovation strategies under such conditions remains insufficiently understood. Integrating resource dependence theory with the innovation ecosystem perspective, we propose that geopolitical risk induce firms to engage in cross-industry innovation as a strategic response to mitigate their reliance on international technological ecosystems, which traditionally provide cross-industry complementarities but are increasingly subject to disruption. Analyzing a panel of 12,354 Chinese listed manufacturing firms from 2012 to 2022, and employing fixed-effects negative binomial regression models implemented in Stata 18, we find that firms exposed to higher levels of perceived geopolitical risk are more likely to pursue innovations beyond their industry’s technological boundaries in subsequent years. This effect is weakened by industry technological complexity but strengthened by the firm’s nationalism, reflecting both reactive responses to external uncertainty and proactive efforts toward technological self-reliance. Our study contributes to innovation research by revealing how geopolitical forces reshape firms’ innovation trajectories and by extending resource dependence theory to the context of ecosystem-based interdependence. From a policy perspective, governments can promote rational and constructive nationalist narratives that encourage firms to commit to innovation in strategically vulnerable technologies.

8 February 2026

The weakening effect of industry technological complexity on the positive association between geopolitical risk and cross-industry innovation. Note: The plots are based on Model 2 Table 4 with 95% confidence intervals.

This study investigates the impact of Environmental Policy Stringency (EPS) on GVC functional specialization. We find that EPS promotes high value-added, low-carbon upstream and downstream specialization—supporting the “Porter Hypothesis (PH)”—while simultaneously driving carbon-intensive production to regions with lax regulations, validating the “Pollution Haven Hypothesis (PHH)”. These findings demonstrate that both effects coexist across distinct GVC stages. Heterogeneity analysis reveals that the impacts of EPS vary across policy instruments: market-based instruments primarily promote upstream functional specialization, whereas non-market instruments exert stronger effects on downstream functional specialization. In terms of temporal dynamics, the Paris Agreement intensified the PHH in production activities while catalyzing medium-to-long-term incentives for upstream and downstream specialization. The influence of EPS on GVC structural adjustments has strengthened notably since the Paris Agreement, reflecting a significant temporal lag and long-term efficacy. Mechanistically, low-carbon innovation serves as the primary channel for functional upgrading, an effect significantly amplified by robust national innovation systems (NIS) and entrepreneurship. Meanwhile, NIS and entrepreneurship partly amplify the positive effect of EPS on high-end functional specialization. From a GVC functional perspective, this study offers new evidence reconciling the PH and the PHH.

5 February 2026

Research framework model.

This study examines the systemic impact of mobile device usage on sleep health and overall wellbeing through a systems thinking (ST) approach. By employing a systems approach, this study offers a novel contribution to this area by exploring the intricate interdependencies among mobile device usage, sleep hygiene practices (a set of everyday behaviors that promote good sleep health), and related health outcomes. To understand the dynamics and the interdependent nature of sleep, health, and holistic wellbeing, the study examines three interrelated cases: (Case 1) mapping factors that negatively influence sleep and their causal relationships; (Case 2) modeling causal loop diagrams (CLDs) to illustrate the interdependencies among sleep duration, sleep quality, and health outcomes; and (Case 3) modeling CLDs and analyzing the impact of nighttime mobile and electronic device usage on sleep patterns and long-term wellbeing. Rather than presenting empirical data, this paper employs an ST methodology and structurally validated qualitative modeling through CLDs to provide a conceptual framework that complements existing correlational studies and informs future public health research and policy interventions. A significant gap exists in this domain regarding the use of ST tools—such as CLDs—in sleep research to capture the complex, interdependent relationships between sleep health factors and overall health. By focusing on CLDs as one of the ST methods, this paper highlights the dynamic feedback loops through which behavioral, psychological, and environmental factors interact—often negatively reinforced over time by nighttime mobile device usage—to shape sleep quality and overall wellbeing. It underscores the need for novel interdisciplinary strategies and the application of ST to design interventions to mitigate sleep-related health risks and promote digital and holistic wellbeing.

5 February 2026

Peak sensitivity of human photoreceptors to light wavelengths, highlighting the circadian system’s heightened response to short-wavelength blue light (~460–500 nm) emitted by electronic devices.

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Systems Methodology in Sustainable Supply Chain Resilience
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Systems Methodology in Sustainable Supply Chain Resilience

Editors: Towfique Rahman, Syed Mithun Ali
Theoretical Issues on Systems Science
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Theoretical Issues on Systems Science

Editors: Gianfranco Minati, Alessandro Giuliani, Andrea Roli

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Systems - ISSN 2079-8954