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Search Results (225)

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Keywords = labor inclusion

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24 pages, 3328 KiB  
Review
Ergonomic and Psychosocial Risk Factors and Their Relationship with Productivity: A Bibliometric Analysis
by Gretchen Michelle Vuelvas-Robles, Julio César Cano-Gutiérrez, Jesús Everardo Olguín-Tiznado, Claudia Camargo-Wilson, Juan Andrés López-Barreras and Melissa Airem Cázares-Manríquez
Safety 2025, 11(3), 74; https://doi.org/10.3390/safety11030074 (registering DOI) - 1 Aug 2025
Abstract
This study analyzes the relationship between ergonomic and psychosocial risk factors and labor productivity using a bibliometric approach through a general analysis and one that includes inclusion criteria such as English language, open access, and primary research publications to identify only those articles [...] Read more.
This study analyzes the relationship between ergonomic and psychosocial risk factors and labor productivity using a bibliometric approach through a general analysis and one that includes inclusion criteria such as English language, open access, and primary research publications to identify only those articles that explicitly address the relationship between ergonomic and psychosocial risk factors and labor productivity. It is recognized that both physical and psychosocial conditions of the work environment directly influence workers’ health and organizational performance. For this purpose, a bibliometric review was conducted in academic databases, including Scopus, Web of Science, ScienceDirect, and Taylor & Francis, resulting in the selection of 4794 relevant articles for general analysis. Additionally, 116 relevant articles were selected based on the inclusion criteria. Tools and methodologies, such as Rayyan, Excel, VOSviewer 1.6.20, and PRISMA, were used to classify the studies and identify trends, collaboration networks, and geographical distribution. The results reveal a sustained growth in scientific production, with clusters on occupational safety and health, work environment factors, and the characteristics of the population, approach, and methodologies used in the studies. Likewise, Procedia Manufacturing, International Journal of Occupational Safety and Ergonomics, and Ergonomics stand out as the main sources of publication, while countries such as Sweden, Poland, and the United States lead the scientific production in this field. In addition, the network of co-occurrence of keywords evidences a comprehensive approach that articulates physical or ergonomic and psychosocial risk factors with organizational performance, while the network of authors shows consolidated collaborations and studies focused on analyzing the relationship between physical demands and musculoskeletal disorders from advanced ergonomic approaches. Full article
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11 pages, 226 KiB  
Entry
Gender and Digital Technologies
by Eduarda Ferreira and Maria João Silva
Encyclopedia 2025, 5(3), 111; https://doi.org/10.3390/encyclopedia5030111 - 31 Jul 2025
Definition
This entry explores the multifaceted intersections of gender and digital technologies, offering a comprehensive analysis of how structural inequalities are reproduced, contested, and transformed in digital contexts. It is structured into six interrelated sections that collectively address key dimensions of gendered digital contexts. [...] Read more.
This entry explores the multifaceted intersections of gender and digital technologies, offering a comprehensive analysis of how structural inequalities are reproduced, contested, and transformed in digital contexts. It is structured into six interrelated sections that collectively address key dimensions of gendered digital contexts. It begins by addressing the gender digital divide, particularly in the Global South, emphasizing disparities in access, literacy, and sociocultural constraints. The second section examines gendered labor in the tech industry, highlighting persistent inequalities in Science, Technology, Engineering, and Mathematics (STEM) education, employment, and platform-based work. The third part focuses on gender representation in digital spaces, revealing how algorithmic and platform design perpetuate biases. The fourth section discusses gender bias in AI and disinformation, underscoring the systemic nature of digital inequalities. This is followed by an analysis of online gender-based violence, particularly its impact on marginalized communities and participation in digital life. The final section considers the potentials and limitations of digital activism in advancing gender justice. These sections collectively argue for an intersectional, inclusive, and justice-oriented approach to technology policy and design, calling for coordinated global efforts to create equitable digital futures. Full article
(This article belongs to the Collection Encyclopedia of Social Sciences)
21 pages, 257 KiB  
Article
Strategies to Prevent Work Ability Decline and Support Retirement Transition in Workers with Intellectual and Developmental Disabilities
by Beatriz Sánchez, Francisco de Borja Jordán de Urríes, Miguel Ángel Verdugo, Carmen de Jesús Abena and Victoria Sanblás
Healthcare 2025, 13(14), 1766; https://doi.org/10.3390/healthcare13141766 - 21 Jul 2025
Viewed by 611
Abstract
Background/Objectives: The aging of workers with intellectual and developmental disabilities is an emerging reality attributed to the rise in life expectancy and improved labor market access. In this study, “workers” is used as an inclusive, neutral term covering all individuals engaged in [...] Read more.
Background/Objectives: The aging of workers with intellectual and developmental disabilities is an emerging reality attributed to the rise in life expectancy and improved labor market access. In this study, “workers” is used as an inclusive, neutral term covering all individuals engaged in paid labor—whether employees, self-employed, freelancers, or those performing manual or non-manual tasks. It encompasses every form of work. It is crucial to comprehend the reality of aging workers from the perspectives of the primary individuals involved: the workers, their families, and supporting professionals. Methods: A qualitative study was developed, involving 12 focus groups and 107 participants, using NVivo 12 Pro for analysis; we used a phenomenological methodology and grounded theory. Results: A set of concrete needs was highlighted: among them, 33 were related to declining work ability due to aging and disability (WADAD), and 30 to transition to retirement. These needs were grouped into categories: workplace accommodations, coordination and collaboration, personal and family support, counseling and training, and other types of needs. Conclusions: This study establishes an empirical basis tailored to the needs of this group, enabling the development of prevention and intervention protocols that address WADAD and the transition to retirement. Full article
(This article belongs to the Special Issue Disability Studies and Disability Evaluation)
10 pages, 1156 KiB  
Article
A Value Framework for Evaluating Population Genomic Programs: A Mixed Methods Approach
by David Campbell, Scott Spencer, Ashley Kang, Rajshree Pandey, Sarah Katsandres and David Veenstra
J. Pers. Med. 2025, 15(7), 307; https://doi.org/10.3390/jpm15070307 - 12 Jul 2025
Viewed by 366
Abstract
Background/Objectives: Value frameworks are useful tools to explicitly define the dimensions and criteria important for decision-making, but no existing frameworks capture the broad value domains of population genomic programs. Using a mixed methods approach, we aimed to develop a novel value framework [...] Read more.
Background/Objectives: Value frameworks are useful tools to explicitly define the dimensions and criteria important for decision-making, but no existing frameworks capture the broad value domains of population genomic programs. Using a mixed methods approach, we aimed to develop a novel value framework for evaluating population genomic programs (PGPs). Methods: We first conducted a targeted literature review of published evidence on the value of PGPs and existing frameworks to evaluate and quantify their impact. Value domains and elements were extracted and summarized to develop a preliminary framework. Semi-structured stakeholder interviews on the preliminary framework were conducted from March 2024 to October 2024 with 11 experts representing 9 countries. A thematic analysis of interview transcripts was conducted to map value elements to domains of the final framework. Results: We identified 348 potentially relevant articles from MEDLINE-indexed and the gray literature sources. After title and abstract screening, 23 articles met the inclusion criteria and underwent full-text review, and 8 reported value elements were extracted and mapped to a preliminary framework for testing in interviews. Stakeholder themes were summarized into the value domains and elements of the final framework, which included health as a primary domain, education and research, enterprise and finance, and labor as the core domains, and agriculture and security as extended domains. Domains and elements may be excluded based on stakeholder objectives and program characteristics. Conclusions: This novel framework for assessing the comprehensive value of PGPs provides a foundational step to assess the value of these programs and may promote more efficient and informed allocation of resources. Full article
(This article belongs to the Section Omics/Informatics)
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43 pages, 2590 KiB  
Article
A Study on the Impact of Industrial Robot Applications on Labor Resource Allocation
by Kexu Wu, Zhiwei Tang and Longpeng Zhang
Systems 2025, 13(7), 569; https://doi.org/10.3390/systems13070569 - 11 Jul 2025
Viewed by 435
Abstract
With the rapid advancement of artificial intelligence and smart manufacturing technologies, the penetration of industrial robots into Chinese markets has profoundly reshaped the structure of the labor market. However, existing studies have largely concentrated on the employment substitution effect and the diffusion path [...] Read more.
With the rapid advancement of artificial intelligence and smart manufacturing technologies, the penetration of industrial robots into Chinese markets has profoundly reshaped the structure of the labor market. However, existing studies have largely concentrated on the employment substitution effect and the diffusion path of these technologies, while systematic analyses of how industrial robots affect labor resource allocation efficiency across different regional and industrial contexts in China remain scarce. In particular, research on the mechanisms and heterogeneity of these effects is still underdeveloped, calling for deeper investigation into their transmission channels and policy implications. Drawing on panel data from 280 prefecture-level cities in China from 2006 to 2023, this paper employs a Bartik-style instrumental variable approach to measure the level of industrial robot penetration and constructs a two-way fixed effects model to assess its impact on urban labor misallocation. Furthermore, the analysis introduces two mediating variables, industrial upgrading and urban innovation capacity, and applies a mediation effect model combined with Bootstrap methods to empirically test the underlying transmission mechanisms. The results reveal that a higher level of industrial robot adoption is significantly associated with a lower degree of labor misallocation, indicating a notable improvement in labor resource allocation efficiency. Heterogeneity analysis shows that this effect is more pronounced in cities outside the Yangtze River Economic Belt, in those experiencing severe population aging, and in areas with a relatively weak manufacturing base. Mechanism tests further indicate that industrial robots indirectly promote labor allocation efficiency by facilitating industrial upgrades and enhancing innovation capacity. However, in the short term, improvements in innovation capacity may temporarily intensify labor mismatch due to structural frictions. Overall, industrial robots not only exert a direct positive impact on the efficiency of urban labor allocation but also indirectly contribute to resource optimization through structural transformation and innovation system development. These findings underscore the need to account for regional disparities and demographic structures when advancing intelligent manufacturing strategies. Policymakers should coordinate the development of vocational training systems and innovation ecosystems to strengthen the dynamic alignment between technological adoption and labor market restructuring, thereby fostering more inclusive and high-quality economic growth. Full article
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11 pages, 437 KiB  
Article
Timing of Prostin E2 Administration After Poor Response to Propess: Impact on Induction-to-Birth Interval and Maternal/Neonatal Outcomes
by Ning-Shiuan Ting, Yu-Chi Wei and Dah-Ching Ding
Medicina 2025, 61(7), 1255; https://doi.org/10.3390/medicina61071255 - 10 Jul 2025
Viewed by 211
Abstract
Background and Objectives: For many patients, the induction-to-delivery interval is shorter with Propess than with Prostin E2. However, some patients also require Prostin E2 to sufficiently boost their dinoprostone levels to achieve cervical change and vaginal delivery. In this study, we compared the [...] Read more.
Background and Objectives: For many patients, the induction-to-delivery interval is shorter with Propess than with Prostin E2. However, some patients also require Prostin E2 to sufficiently boost their dinoprostone levels to achieve cervical change and vaginal delivery. In this study, we compared the efficacy of different timings of Prostin E2 administration after Propess use. Materials and Methods: This single-institution retrospective cohort study was conducted between January 2020 and August 2023. The inclusion criterion was an unfavorable cervix (Bishop score ≤ 6) after Propess use for 8 h. We divided the patients into three groups based on the addition of Prostin E2 at the 8th (group 1), 12th (group 2), and 24th (group 3) hour after Propess insertion. The primary outcome was the cesarean section rate. The secondary outcomes were the induction-to-birth interval, Bishop score at 24 h, neonatal outcomes, and the predictors of labor induction duration. Results: A total of 63 patients were analyzed across three groups based on the timing of Prostin E2 administration (8, 12, and 24 h). The gestational age differed significantly between groups (p < 0.001), with the highest age being observed in the 24 h group. The 8 h group had the shortest induction-to-birth interval (p < 0.001) and the highest Bishop scores after 24 h of Propess use (p < 0.001). Blood loss was lowest in the 12 h group (p = 0.027). No significant differences were found in relation to the mode of birth, tachysystole, neonatal birth weight, or Apgar scores. A multivariable analysis identified gestational age (β = 3.33; p = 0.015) and Bishop score after 24 h of PGE2 (β = −1.99; p < 0.001) as being independent predictors of labor duration. Conclusions: administering Prostin E2 to patients who had a poor response after Propess use was safe; additionally, adding it at the 8th hour after Propess initiation could result in a shorter induction-to-birth interval. Full article
(This article belongs to the Section Obstetrics and Gynecology)
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25 pages, 689 KiB  
Article
Urbanization in Resource-Based County-Level Cities in China: A Case Study of New Urbanization in Wuan City, Hebei Province
by Jianguang Hou, Danlin Yu, Hao Song and Zhiguo Zhang
Sustainability 2025, 17(14), 6335; https://doi.org/10.3390/su17146335 - 10 Jul 2025
Viewed by 371
Abstract
This study investigates the complex dynamics of new-type urbanization in resource-based county-level cities, using Wuan City in Hebei Province, China, as a representative case. As China pursues a high-quality development agenda, cities historically dependent on resource extraction face profound challenges in achieving sustainable [...] Read more.
This study investigates the complex dynamics of new-type urbanization in resource-based county-level cities, using Wuan City in Hebei Province, China, as a representative case. As China pursues a high-quality development agenda, cities historically dependent on resource extraction face profound challenges in achieving sustainable and inclusive urban growth. This research employs a multi-method approach—including Theil index analysis, industrial shift-share analysis, a Cobb–Douglas production function model, and a composite urbanization index—to quantitatively diagnose the constraints on Wuan’s development and assess its transformation efforts. Our empirical results reveal a multifaceted situation: while the urban–rural income gap has narrowed, rural income streams remain fragile. The shift-share analysis indicates that although Wuan’s traditional industries have regained competitiveness, the city’s economic structure is still burdened by a persistent negative structural component, hindering diversification. Furthermore, the economy exhibits characteristics of a labor-intensive growth model with inefficient capital deployment. These underlying issues are reflected in a comprehensive urbanization index that, after a period of rapid growth, has recently stagnated, signaling the exhaustion of the city’s traditional development mode. In response, Wuan attempts an “industrial transformation-driven new-type urbanization” path. This study details the three core strategies being implemented: (1) incremental population urbanization through development at the urban fringe and in industrial zones; (2) in situ urbanization of the existing rural population; and (3) the cultivation of specialized “characteristic small towns” to create new, diversified economic nodes. The findings from Wuan offer critical, actionable lessons for other resource-dependent regions. The case demonstrates that successful urban transformation requires not only industrial upgrading but also integrated, spatially aware planning and robust institutional support. We conclude that while Wuan’s model provides a valuable reference, its strategies must be adapted to local contexts, emphasizing the universal importance of institutional innovation, human capital investment, and a people-centered approach to achieving resilient and high-quality urbanization. Full article
(This article belongs to the Section Sustainable Urban and Rural Development)
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33 pages, 17821 KiB  
Systematic Review
Pregestational Diabetes Mellitus and Adverse Perinatal Outcomes: A Systematic Review and Meta-Analysis
by Dionysios Gazis, Antigoni Tranidou, Antonios Siargkas, Aikaterini Apostolopoulou, Georgia Koutsouki, Dimitrios G. Goulis, Christos Tsakalidis, Ioannis Tsakiridis and Themistoklis Dagklis
J. Clin. Med. 2025, 14(13), 4789; https://doi.org/10.3390/jcm14134789 - 7 Jul 2025
Viewed by 446
Abstract
Background/Objectives: As the incidence of diabetes mellitus (DM) is increasing rapidly worldwide, it is anticipated that an increasing number of women will enter pregnancy with pregestational diabetes mellitus (PGDM) in the future. Compelling evidence suggests that hyperglycemia in pregnancy is related to multiple [...] Read more.
Background/Objectives: As the incidence of diabetes mellitus (DM) is increasing rapidly worldwide, it is anticipated that an increasing number of women will enter pregnancy with pregestational diabetes mellitus (PGDM) in the future. Compelling evidence suggests that hyperglycemia in pregnancy is related to multiple adverse perinatal outcomes. This systematic review and meta-analysis aims to assess and quantify the association of PGDM with a range of adverse perinatal outcomes, providing a comprehensive understanding of its impact on pregnancy. Methods: The data sources of this systematic review and meta-analysis were Medline/PubMed, Scopus and Cochrane Library (January 1999 to August 2023), complemented by hand-searching for additional references. Observational studies reporting perinatal outcomes of pregnancies with PGDM diagnosed before pregnancy versus control pregnancies were eligible for inclusion. A systematic review and meta-analysis were conducted as per the PRISMA guidelines. Pooled estimate odds ratios (ORs) with 95% confidence intervals (CIs) were calculated to determine the risk of adverse pregnancy outcomes between PGDM and control pregnancies. Results: The systematic search of the literature yielded 81 observational studies meeting inclusion criteria and in total, 137,237,640 pregnancies were included in the analysis. A total of 19 adverse perinatal outcomes were assessed, revealing a significant association with PGDM. In pregnancies with PGDM there was an increased risk of adverse perinatal outcomes, including gestational hypertension (OR 3.16, 95% CI 2.65–3.77), preeclampsia (OR 4.46, 95% CI 3.94–5.05), preterm delivery (OR 3.46, 95% CI 3.06–3.91), cesarean delivery (OR 3.12, 95% CI 2.81–3.47), induction of labor (OR 2.92, 95% CI 2.35–3.63), macrosomia (OR 2.23, 95% CI 1.76–2.83), LGA neonates (OR 3.95, 95% CI 3.47–4.49), low 5-min Apgar score (OR 2.49, 95% CI 2.07–2.99), shoulder dystocia (OR 3.05, 95% CI 2.07–4.50), birth trauma (OR 1.40, 95% CI 1.22–1.62), polyhydramnios (OR 5.06, 95% CI 4.33–5.91), oligohydramnios (OR 1.61, 95% CI 1.19–2.17), neonatal hyperbilirubinemia (OR 3.45, 95% CI 2.51–4.74), neonatal hypoglycemia (OR 19.19, 95% CI 2.78–132.61), neonatal intensive care unit (NICU) admission (OR 4.54, 95% CI 3.87–5.34), congenital malformations (OR 2.44, 95% CI 1.96–3.04), stillbirth (OR 2.87, 95% CI 2.27–3.63) and perinatal mortality (OR 2.94, 95% CI 2.18–3.98). Subgroup analyses indicated a higher risk of neonatal hypoglycemia, stillbirth and perinatal mortality in T1DM pregnancies compared with T2DM pregnancies. Conclusions: This study provides a robust synthesis of evidence underlying the strong association between PGDM and several adverse perinatal outcomes. Early detection, optimal glycemic control during the periconceptional and pregnancy periods, and proper antenatal care are critical to mitigate these risks. Full article
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71 pages, 8428 KiB  
Article
Bridging Sustainability and Inclusion: Financial Access in the Environmental, Social, and Governance Landscape
by Carlo Drago, Alberto Costantiello, Massimo Arnone and Angelo Leogrande
J. Risk Financial Manag. 2025, 18(7), 375; https://doi.org/10.3390/jrfm18070375 - 6 Jul 2025
Viewed by 631
Abstract
In this work, we examine the correlation between financial inclusion and the Environmental, Social, and Governance (ESG) factors of sustainable development with the assistance of an exhaustive panel dataset of 103 emerging and developing economies spanning 2011 to 2022. The “Account Age” variable, [...] Read more.
In this work, we examine the correlation between financial inclusion and the Environmental, Social, and Governance (ESG) factors of sustainable development with the assistance of an exhaustive panel dataset of 103 emerging and developing economies spanning 2011 to 2022. The “Account Age” variable, standing for financial inclusion, is the share of adults owning accounts with formal financial institutions or with the providers of mobile money services, inclusive of both conventional and digital entry points. Methodologically, the article follows an econometric approach with panel data regressions, supplemented by Two-Stage Least Squares (2SLS) with instrumental variables in order to control endogeneity biases. ESG-specific instruments like climate resilience indicators and digital penetration measures are utilized for the purpose of robustness. As a companion approach, the paper follows machine learning techniques, applying a set of algorithms either for regression or for clustering for the purpose of detecting non-linearities and discerning ESG-inclusion typologies for the sample of countries. Results reflect that financial inclusion is, in the Environmental pillar, significantly associated with contemporary sustainability activity such as consumption of green energy, extent of protected area, and value added by agriculture, while reliance on traditional agriculture, measured by land use and value added by agriculture, decreases inclusion. For the Social pillar, expenditure on education, internet, sanitation, and gender equity are prominent inclusion facilitators, while engagement with the informal labor market exhibits a suppressing function. For the Governance pillar, anti-corruption activity and patent filing activity are inclusive, while diminishing regulatory quality, possibly by way of digital governance gaps, has a negative correlation. Policy implications are substantial: the research suggests that development dividends from a multi-dimensional approach can be had through enhancing financial inclusion. Policies that intersect financial access with upgrading the environment, social expenditure, and institutional reconstitution can simultaneously support sustainability targets. These are the most applicable lessons for the policy-makers and development professionals concerned with the attainment of the SDGs, specifically over the regions of the Global South, where the trinity of climate resilience, social fairness, and institutional renovation most significantly manifests. Full article
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14 pages, 884 KiB  
Systematic Review
Challenges and Advances in Gender Equity: Analysis of Policies, Labor Practices, and Social Movements
by Kiara Geoconda Peralta-Jaramillo
Soc. Sci. 2025, 14(7), 401; https://doi.org/10.3390/socsci14070401 - 26 Jun 2025
Viewed by 547
Abstract
Gender equity is one of the most complex contemporary challenges, encompassing political, economic, labor, and cultural dimensions. This study aims to analyze the impact of public policies, labor practices, and social movements in promoting gender equity across various socio-political contexts. To answer the [...] Read more.
Gender equity is one of the most complex contemporary challenges, encompassing political, economic, labor, and cultural dimensions. This study aims to analyze the impact of public policies, labor practices, and social movements in promoting gender equity across various socio-political contexts. To answer the central question of how these elements influence a reduction in gender inequalities, a Systematic Literature Review (SLR) was conducted, complemented by a Bibliometric Analysis, following PRISMA protocol guidelines. The bibliographic search, carried out in the Scopus database, covered the period from 2015 to 2025 and identified 26 relevant studies that met the predefined inclusion criteria. The results reveal that, despite progress in formulating policies aimed at combating gender-based violence and promoting equality, the implementation of these measures is hindered by a lack of inter-institutional coordination and the persistence of deeply rooted cultural norms. Likewise, structural inequalities in the labor sphere are evident, such as the gender wage gap and barriers to professional advancement. On the other hand, social movements have emerged as key actors—including governmental institutions, civil society organizations, and healthcare providers—in highlighting and transforming these disparities by driving changes in political agendas and increasing women’s representation in decision-making positions. In summary, this study underscores the need to adopt intersectional and comprehensive approaches to achieve effective and sustainable gender equity, while comparing the influence of policies across different global regions. Full article
(This article belongs to the Section Gender Studies)
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23 pages, 468 KiB  
Article
The Role of E-Commerce in Promoting Sustainable Local Employment in Rural Areas: Evidence from China
by Shanxin Tao, Qin Wang and Tingting Zhu
Sustainability 2025, 17(12), 5641; https://doi.org/10.3390/su17125641 - 19 Jun 2025
Viewed by 563
Abstract
Addressing the outflow of rural labor remains central to achieving inclusive and sustainable development in many emerging economies. This study investigates how rural e-commerce—encompassing both trade- and finance-oriented platforms—affects local employment dynamics. Drawing on panel data from 28 Chinese provinces between 2012 and [...] Read more.
Addressing the outflow of rural labor remains central to achieving inclusive and sustainable development in many emerging economies. This study investigates how rural e-commerce—encompassing both trade- and finance-oriented platforms—affects local employment dynamics. Drawing on panel data from 28 Chinese provinces between 2012 and 2020, we construct a composite index of rural e-commerce development and apply a two-way fixed-effects model to assess its impact on labor retention. Based on a nationwide regression analysis of Chinese survey data, we find that rural e-commerce significantly increases intra-county employment, with estimated effects robust across model specifications. Specifically, a one-unit increase in the e-commerce development index is associated with a 0.1 increase in the likelihood of local labor retention, significant at the 1% level. However, benefits are unevenly distributed: positive impacts are concentrated in eastern and central regions, while western provinces experience adverse effects, and northeastern areas show no significant change. These findings underscore the role of rural e-commerce as a driver of digital inclusion and local economic resilience, while also revealing structural barriers that hinder equitable access to its benefits. By identifying the enabling conditions, this study contributes to a more context-sensitive understanding of how platform economies can support spatially balanced and socially just rural development. Policies that promote rural e-commerce are thus likely to facilitate the local redeployment of rural labor. Full article
(This article belongs to the Section Economic and Business Aspects of Sustainability)
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23 pages, 1572 KiB  
Article
The Impact of Government Intervention in Rural Tourism Development on Residents’ Income: A Quasi-Natural Experiment from China
by Shuaishuai Li, Shuping Shen, Yang Hu and Ruiqi Sun
Agriculture 2025, 15(12), 1269; https://doi.org/10.3390/agriculture15121269 - 11 Jun 2025
Viewed by 982
Abstract
The examination of government intervention in rural tourism within developing countries remains a critical area of academic inquiry. This study investigates the relationship between government intervention in rural tourism and the income growth of rural residents by utilizing a Difference-in-Differences method based on [...] Read more.
The examination of government intervention in rural tourism within developing countries remains a critical area of academic inquiry. This study investigates the relationship between government intervention in rural tourism and the income growth of rural residents by utilizing a Difference-in-Differences method based on county-level data from the China County-Level Statistical Yearbooks from 2006 to 2022. The findings indicate that government-supported rural tourism development significantly promotes income growth among rural populations. This effect can be attributed to three key mechanisms: stimulation of entrepreneurial activity, promotion of related industrial development, and optimization of resource allocation. Heterogeneity analysis reveals that the income-enhancing effect is more pronounced in counties with stronger economic foundations, more developed agricultural sectors, and favorable geographic conditions. However, the intervention has not significantly reduced the urban–rural income gap or reversed the declining trend in the labor income share, suggesting that more targeted and inclusive strategies are needed. These findings offer important policy implications for developing countries aiming to foster rural revitalization through industrial policy instruments. Full article
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22 pages, 1208 KiB  
Article
Weak Sustainability at Regional Scale
by Alan Randall, Mackenzie Jones and Elena G. Irwin
Sustainability 2025, 17(12), 5403; https://doi.org/10.3390/su17125403 - 11 Jun 2025
Viewed by 404
Abstract
Weak sustainability (WS) requires that the inclusive wealth (IW) of a place (e.g., the world, a nation, or a sub-national region) be non-decreasing over a long time. The WS framework provides a more complete account of the sustainability of a place than do [...] Read more.
Weak sustainability (WS) requires that the inclusive wealth (IW) of a place (e.g., the world, a nation, or a sub-national region) be non-decreasing over a long time. The WS framework provides a more complete account of the sustainability of a place than do sustainability indicators or conventional economic measures, such as gross domestic product. However, while many decisions that affect sustainability are made at regional and local levels, the abstract theory of WS was developed without explicit recognition of the porosity of geographic boundaries and the interdependencies of regions. In this paper, we make three contributions: a carefully reasoned defense of IW per capita as the WS criterion, an improved understanding of the relationship between mobility, labor productivity, and regional economic growth, and an empirical application to US counties that demonstrates the feasibility of empirical regional WS assessment by summarizing Jones’ research. This analysis, extending the framework developed by Arrow and co-authors, accounts for more region-specific factors related to population, most notably the labor productivity component of health capital, and assesses IW per capita for all 50 states and 3108 counties in the US from 2010 to 2017. These improved methods revealed substantially more states and counties that were not WS relative to results using the Arrow et al. framework. The not-WS counties exhibited a distinct rural bias, as regional scientists have suspected but, nevertheless, the majority of rural counties were WS. Our work demonstrated that regional WS assessment is feasible, produces results that are consistent with prior expectations based on reasoning and empirical research, and has the potential to provide fresh insights into longstanding questions of regional development. Full article
(This article belongs to the Section Sustainable Products and Services)
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36 pages, 2633 KiB  
Review
Circular Economy Transitions in Textile, Apparel, and Fashion: AI-Based Topic Modeling and Sustainable Development Goals Mapping
by Raghu Raman, Payel Das, Rimjhim Aggarwal, Rajesh Buch, Balasubramaniam Palanisamy, Tripti Basant, Urvashi Baid, Pozhamkandath Karthiayani Viswanathan, Nava Subramaniam and Prema Nedungadi
Sustainability 2025, 17(12), 5342; https://doi.org/10.3390/su17125342 - 10 Jun 2025
Viewed by 1780
Abstract
This study focuses on the shift to a circular economy (CE) in the textile, apparel, and fashion (TAF) sectors, which generate tons of waste annually. Thus, embracing CE practices is essential for contributing to UN Sustainable Development Goals. This study employs a mixed-methods [...] Read more.
This study focuses on the shift to a circular economy (CE) in the textile, apparel, and fashion (TAF) sectors, which generate tons of waste annually. Thus, embracing CE practices is essential for contributing to UN Sustainable Development Goals. This study employs a mixed-methods approach, integrating PRISMA for systematic literature selection, BERTopic modeling and AI-driven SDG mapping, and case study analysis to explore emerging CE themes, implemented circular practices, and systemic barriers. Machine-learning-based SDG mapping reveals strong linkages to SDG 9 and SDG 12, emphasizing technological advancements, industrial collaborations, and circular business models. Moderately explored SDGs, namely, SDG 8, SDG 6, and SDG 7, highlight research on labor conditions, water conservation, and clean energy integration. Reviewing 655 peer-reviewed papers, the BERTopic modeling extracted six key themes, including sustainable recycling, circular business models, and consumer engagement, whereas case studies highlighted regulatory frameworks, stakeholder collaboration, and financial incentives as critical enablers. The findings advance institutional theory by demonstrating how certifications, material standards, and regulations drive CE adoption, reinforcing SDG 12 and SDG 16. The natural resource-based view is extended by showing that technological resources alone are insufficiently aligned with SDG 9. Using the Antecedents–Decisions–Outcomes framework, this study presents a structured, AI-driven roadmap for scaling CE in the TAF industry, addressing systemic barriers, and supporting global sustainability goals, highlighting how multistakeholder collaboration, digital traceability, and inclusive governance can improve the impact of CE. The results recommend that CE strategies should be aligned with net-zero targets, carbon credit systems, and block-chain-based supply chains. Full article
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15 pages, 211 KiB  
Article
“We Are Bridges”: Bilingual Latina Teachers as Cultural Mediators in Family–School Partnerships
by Emma Chen
Educ. Sci. 2025, 15(6), 717; https://doi.org/10.3390/educsci15060717 - 8 Jun 2025
Viewed by 468
Abstract
This paper explores the critical role of bilingual Latina educators as cultural mediators in fostering inclusive and effective parent engagement within schools. It calls for a shift from traditional, deficit-oriented approaches to parent engagement towards a strengths-based model that recognizes the valuable knowledge [...] Read more.
This paper explores the critical role of bilingual Latina educators as cultural mediators in fostering inclusive and effective parent engagement within schools. It calls for a shift from traditional, deficit-oriented approaches to parent engagement towards a strengths-based model that recognizes the valuable knowledge and contributions of families and for the incorporation of parent engagement courses in teacher education to better prepare educators for this critical work. Drawing from teacher reflections, this paper examines the unique ways in which these educators navigate cultural, linguistic, and systemic barriers to create spaces where Latinx families feel seen, heard, and valued. This paper highlights four key themes: (1) the role of bilingual educators as cultural and linguistic translators, (2) the challenge of reframing the deficit-based perspectives of Latinx families, (3) the importance of relationship-building through home visits, and (4) the emotional labor involved in advocating for marginalized families. Through these reflections, this paper advocates for systemic changes, emphasizing the need for formal institutional support for bilingual educators. It concludes by urging schools to adopt flexible, culturally responsive strategies that build long-term partnerships between educators and families. Full article
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