Sign in to use this feature.

Years

Between: -

Subjects

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Journals

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Article Types

Countries / Regions

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Search Results (484)

Search Parameters:
Keywords = social expenditure

Order results
Result details
Results per page
Select all
Export citation of selected articles as:
18 pages, 310 KiB  
Article
The Voluntary Sector’s Contribution to Integrated Care: The Case of Cyprus
by Despina Cochliou and Olivia Patsalidou
Soc. Sci. 2025, 14(8), 484; https://doi.org/10.3390/socsci14080484 - 6 Aug 2025
Abstract
At a time when globalisation and the economic crisis have forced a reduction in public expenditure at all levels, social policy and social welfare systems’ efforts for sustainable development are focused on identifying alternative ways to provide integrated services and achieve balanced social [...] Read more.
At a time when globalisation and the economic crisis have forced a reduction in public expenditure at all levels, social policy and social welfare systems’ efforts for sustainable development are focused on identifying alternative ways to provide integrated services and achieve balanced social development. Post-colonial Cyprus has experienced radical socio-political changes that have demanded rapid responses to address its needs. This paper aims to discuss the role of the Cypriot voluntary sector in the national integrated care. Within the spectrum of ensuring social rights and social justice, the voluntary sector has emerged as a key factor of social policy implementation. Through the exploration and analysis of this context, an in-depth insight is given into socio-political and economic factors, dimensions, relationships, processes, patterns, and critical junctures that, under the influence of history, have shaped the voluntary sector’s path, formed its major stages of transformation, and defined its relationship with structures and institutions. Full article
(This article belongs to the Special Issue Social Work and Social Policy: Advances in Theory and Practice)
25 pages, 1150 KiB  
Article
Comparative Assessment of Health Systems Resilience: A Cross-Country Analysis Using Key Performance Indicators
by Yu-Hsiu Chuang and Jin-Li Hu
Systems 2025, 13(8), 663; https://doi.org/10.3390/systems13080663 - 5 Aug 2025
Abstract
Although organizational resilience is well established, refining the systematic quantitative evaluation of health systems resilience (HSR) remains an ongoing opportunity for advancement. Research either focuses on individual HSR indicators, such as social welfare policy, public expenditure, health insurance, healthcare quality, and technology, or [...] Read more.
Although organizational resilience is well established, refining the systematic quantitative evaluation of health systems resilience (HSR) remains an ongoing opportunity for advancement. Research either focuses on individual HSR indicators, such as social welfare policy, public expenditure, health insurance, healthcare quality, and technology, or broadly examines socio-economic factors, highlighting the need for a more comprehensive methodological approach. This study employed the Slacks-Based Measure (SBM) within Data Envelopment Analysis (DEA) to analyze efficiency by maximizing outputs. It systematically examined key HSR factors across countries, providing insights for improved policymaking and resource allocation. Taking a five-year (2016–2020) dataset that covered 55 to 56 countries and evaluating 17 indicators across governance, health systems, and economic aspects, the paper presents that all sixteen top-ranked countries with a perfect efficiency score of 1 belonged to the high-income group, with ten in Europe, highlighting regional HSR differences. This paper concludes that adequate economic resources form the foundation of HSR and ensure stability and sustained progress. A properly supported healthcare workforce is essential for significantly enhancing health systems and delivering quality care. Last, effective governance and the equitable allocation of resources are crucial for fostering sustainable development and strengthening HSR. Full article
(This article belongs to the Section Systems Practice in Social Science)
Show Figures

Figure 1

19 pages, 6349 KiB  
Article
From Theory to Practice: Assessing the Open Building Movement’s Role in Egypt’s Housing Market over Four Decades
by Rania Nasreldin and Dalia Abdelfattah
Buildings 2025, 15(15), 2600; https://doi.org/10.3390/buildings15152600 - 23 Jul 2025
Viewed by 441
Abstract
This research explores the concept of open building (OB) in the context of low-cost housing, focusing on its historical applications in Egypt during the 1980s. By evaluating past experiences, the study aims to extract key lessons that can inform the design and implementation [...] Read more.
This research explores the concept of open building (OB) in the context of low-cost housing, focusing on its historical applications in Egypt during the 1980s. By evaluating past experiences, the study aims to extract key lessons that can inform the design and implementation of contemporary social housing projects. The goal is to foster resilience and diversity in housing typologies to ensure they align with the evolving needs of residents. To achieve these objectives, the research employed a multi-dimensional strategy, beginning with a comprehensive literature review of the open building movement (OB); then, the study traced the evolution of the OB movement in Egypt using a qualitative analysis approach, which involved analyzing its implementation in low-cost housing projects over the past four decades. Through this historical lens, the study identifies design principles and strategies that can enhance social housing projects by applying OB. Considering the life cycle cost, OB enables an incremental process that would align with users’ financial capacities. The research revealed the substantial capacity of open building (OB) to address Egypt’s social housing challenges, primarily by fostering user-driven flexibility in housing unit design and area selection. This empowers occupants to choose spaces perfectly suited to their family’s evolving needs. Moreover, the findings provide a roadmap for revitalizing the OB movement by analyzing and overcoming past implementation difficulties, consequently balancing the initial cost and long-term economics for citizens and significantly reducing the governmental sector’s expenditure. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
Show Figures

Figure 1

33 pages, 433 KiB  
Article
The Price of Poverty: Inequality and the Strategic Use of Clientelism in Divided Democracies
by Andrés Cendales, Hugo Guerrero-Sierra and Jhon James Mora
Economies 2025, 13(7), 205; https://doi.org/10.3390/economies13070205 - 17 Jul 2025
Viewed by 1032
Abstract
This article investigates the political cost of poverty in democracies marked by deep social divisions. We develop a probabilistic voting model that incorporates clientelism as a strategic tool employed by elite political parties to secure electoral support from non-elite voters. Unlike models based [...] Read more.
This article investigates the political cost of poverty in democracies marked by deep social divisions. We develop a probabilistic voting model that incorporates clientelism as a strategic tool employed by elite political parties to secure electoral support from non-elite voters. Unlike models based on ideological proximity, our framework conceptualizes party competition as structured by the socioeconomic composition of their constituencies. We demonstrate that in contexts of high inequality and widespread poverty, elite parties face structural incentives to deploy clientelistic strategies rather than universalistic policy agendas. Our model predicts that clientelistic expenditures by elite parties increase proportionally with both inequality (GINI index) and poverty levels, rendering clientelism a rational and cost-effective mechanism of political control. Empirical evidence from a cross-national panel (2013–2019) confirms the theoretical predictions: an increase of the 1 percent in the GINI index increase a 1.3 percent in the clientelism, even after accounting for endogeneity and dynamic effects. These findings suggest that in divided democracies, poverty is not merely a condition to be alleviated, but a political resource that elites strategically exploit. Consequently, clientelism persists not as a cultural residue or institutional failure, but as a rational response to inequality-driven constraints within democratic competition. Full article
17 pages, 3636 KiB  
Article
Analyzing Forest Leisure and Recreation Consumption Patterns Using Deep and Machine Learning
by Jeongjae Kim, Jinhae Chae and Seonghak Kim
Forests 2025, 16(7), 1180; https://doi.org/10.3390/f16071180 - 17 Jul 2025
Viewed by 382
Abstract
Globally, forest leisure and recreation (FLR) activities are widely recognized not only for their environmental and social benefits but also for their economic contributions. To better understand these economic contributions, it is vital to examine how the regional economic levels of customers vary [...] Read more.
Globally, forest leisure and recreation (FLR) activities are widely recognized not only for their environmental and social benefits but also for their economic contributions. To better understand these economic contributions, it is vital to examine how the regional economic levels of customers vary when consuming FLR. This study aimed to empirically examine whether the regional economic level of residents (i.e., gross regional domestic product; GRDP) is classifiable using FLR expenditure data, and to interpret which variables contribute to its classification. We acquired anonymized credit card transaction data on residents of two regions with different GRDP levels. The data were preprocessed by identifying FLR-related industries and extracting key spending features for classification analysis. Five classification models (e.g., deep neural network (DNN), random forest, extreme gradient boosting, support vector machine, and logistic regression) were applied. Among the models, the DNN model presented the best performance (overall accuracy = 0.73; area under the curve (AUC) = 0.82). SHAP analysis showed that the “FLR industry” variable was most influential in differentiating GRDP levels across all the models. These findings demonstrate that FLR consumption patterns may vary and are interpretable by economic levels, providing an empirical framework for designing regional economic policies. Full article
(This article belongs to the Special Issue Forest Economics and Policy Analysis)
Show Figures

Figure 1

19 pages, 289 KiB  
Article
Peer Effects and Rural Households’ Online Shopping Behavior: Evidence from China
by Jiaxi Zhou, Guoxiong Zhao and Liuyang Yao
Agriculture 2025, 15(14), 1527; https://doi.org/10.3390/agriculture15141527 - 15 Jul 2025
Viewed by 333
Abstract
Amid the rapid expansion of the digital economy, online shopping has become increasingly common among rural households in China, yet the social interaction mechanisms driving such behavior remain insufficiently explored. This study examines the impact of peer effects on farmers’ online shopping behavior [...] Read more.
Amid the rapid expansion of the digital economy, online shopping has become increasingly common among rural households in China, yet the social interaction mechanisms driving such behavior remain insufficiently explored. This study examines the impact of peer effects on farmers’ online shopping behavior using data from the China Family Panel Studies (CFPS) covering the years 2014 to 2022. A Logit model is applied to estimate peer influence, and interaction terms are introduced to assess the moderating roles of land assets and social expenditures. The results reveal that peer behavior significantly increases the likelihood of rural households participating in online shopping, with the effect being particularly strong among low-income, less-educated households and those in western regions. Additionally, both land-rich households and those with higher social expenditures demonstrate greater responsiveness to peer influence. These findings highlight the importance of local social interaction in shaping rural online shopping behavior and provide theoretical and practical implications for digital inclusion and rural e-commerce strategies. Full article
(This article belongs to the Section Agricultural Economics, Policies and Rural Management)
25 pages, 2114 KiB  
Article
The Role of Remittances in Shaping Income Inequality in Lebanon Before and After the Crisis: An Empirical Analysis Using Macroeconomic and Financial Perspectives
by Malak Mohammad Ghandour, Nour Mohamad Fayad, Jinan Kassem and Bassam Hamdar
Sustainability 2025, 17(14), 6464; https://doi.org/10.3390/su17146464 - 15 Jul 2025
Viewed by 504
Abstract
This study investigates the impact of remittances on income inequality in Lebanon using annual time-series data for the years 2000–2023. Applying Johansen’s cointegration test, with financial development (FD), GDP, and household consumption expenditure (HCE) as the control variables, the study examines the long-run [...] Read more.
This study investigates the impact of remittances on income inequality in Lebanon using annual time-series data for the years 2000–2023. Applying Johansen’s cointegration test, with financial development (FD), GDP, and household consumption expenditure (HCE) as the control variables, the study examines the long-run and short-run relationship between remittances and inequality. The study also considers the moderating impacts of FD and HCE to account for their indirect role in the remittance–inequality relationship. Dynamic relations are also examined by using impulse response functions (IRFs) and Forecast Error Variance Decomposition (FEVD) analyses. The long-run model estimates validate that remittances and income inequality are significantly and negatively related, i.e., increased remittance receipts serve to reduce income inequality in Lebanon. Remittance effects, however, are statistically insignificant in the short run. Interestingly, the results reveal that financial development weakens the remittances’ inequality-reducing effect, dampening their impact. Contrarily, a higher household consumption expenditure slightly strengthens the inequality-reducing effect of remittances. A comparison between the pre- and post-2019 periods reveals that the explanatory strength of remittances weakened during times of economic crisis, since the function of remittances was different during times of economic distress. Based on these findings, this study recommends that Lebanon not only promote financial development but also focus on financial inclusion, improve social safety nets, and provide inclusive economic growth to maximize remittance inflow benefits and efficiently reduce inequality. Full article
Show Figures

Figure 1

14 pages, 1322 KiB  
Article
Assessing the Impact of Psychiatric Deinstitutionalization and Substance Use on Patient Outcomes: A Multi-Faceted Analysis
by Elena Tanase, Sorina Maria Denisa Laitin, Adrian Cosmin Ilie, Radu Ion, Dan-Alexandru Surducan, Adina Bucur, Felicia Marc, Roxana Folescu and Sorin Ursoniu
Healthcare 2025, 13(14), 1700; https://doi.org/10.3390/healthcare13141700 - 15 Jul 2025
Viewed by 303
Abstract
Background and Objectives: The worldwide shift toward psychiatric deinstitutionalization has aimed to enhance patient autonomy, social integration, and overall quality of life. However, limited studies have examined how concurrent substance use—particularly alcohol, marijuana, and inhalable drugs—affects clinical outcomes in these populations. This [...] Read more.
Background and Objectives: The worldwide shift toward psychiatric deinstitutionalization has aimed to enhance patient autonomy, social integration, and overall quality of life. However, limited studies have examined how concurrent substance use—particularly alcohol, marijuana, and inhalable drugs—affects clinical outcomes in these populations. This study aimed to evaluate psychiatric patients with varying degrees of institutionalization and investigate whether substance use complicates or exacerbates treatment outcomes. We hypothesized that individuals using substances would demonstrate worse psychosocial functioning, higher healthcare costs, and increased readmission rates. Methods: We performed a cross-sectional study of 95 participants recruited from long-term care facilities. Participants completed the SF-36 survey validated in Romanian. Financial data were collected to gauge direct and indirect healthcare expenditures. Results: Results indicated that 34.7% of participants reported alcohol use, 12.6% used marijuana, and 9.5% used inhalable substances. Substance-using patients experienced higher mean hospitalization costs of approximately USD 3251.8, compared to non-users (USD 2743.6, p = 0.032). Quality-of-life scores were significantly lower among substance users (mean SF-36 score 58.4 vs. 66.7, p = 0.027). Rates of relapse and readmission were also notably higher in the substance-using cohort (42.1%) relative to non-users (29.8%, p = 0.041). Conclusions: To our knowledge, this is the first Romanian study—and one of only a handful in Europe—to quantify how specific substance-use profiles simultaneously alter quality of life and direct healthcare costs in a deinstitutionalized psychiatric population. Our findings highlight the need for integrated interventions targeting both mental health and substance abuse. Full article
Show Figures

Figure 1

20 pages, 305 KiB  
Article
Sexual Roles and Relationship in Everyday Life Infrastructure and Well-Being: A Feminist Economics Perspective from the European Context
by Gloria Alarcón-García, Edgardo A. Ayala Gaytán and José Manuel Mayor Balsas
Sexes 2025, 6(3), 37; https://doi.org/10.3390/sexes6030037 - 10 Jul 2025
Viewed by 302
Abstract
This article examines the impact of everyday life infrastructure on well-being through the lens of feminist economics, with a specific focus on gender disparities within the European context. Combining the capability approach (CA) and subjective well-being (SWB) theory, this study introduces a gender-sensitive [...] Read more.
This article examines the impact of everyday life infrastructure on well-being through the lens of feminist economics, with a specific focus on gender disparities within the European context. Combining the capability approach (CA) and subjective well-being (SWB) theory, this study introduces a gender-sensitive well-being budget indicator, the Well-being and Infrastructure by Gender Index, or just WIGI, to assess the differential impacts of public expenditures on women and men. Drawing on feminist critiques of infrastructure planning, it highlights how gendered patterns of access and use shape experiences of well-being. The literature review synthesizes recent contributions on well-being measurement, gendered capabilities, and the role of public infrastructure in supporting everyday life. The research utilizes the Benefits of Gender Equality through infrastructure Provision (BGGEIP) survey from the European Institute for Gender Equality (EIGE) from 28 EU member states in 2015 to evaluate the contribution of key public services—such as transport, childcare, and healthcare—to individual capabilities and subjective well-being outcomes. The findings underscore the importance of integrating gender-sensitive methodologies into infrastructure planning and public policy to promote social inclusion and equitable well-being outcomes. This article concludes by advocating for feminist economics-informed policies to enhance the responsiveness of public investments to the lived experiences of women and men across Europe. Full article
(This article belongs to the Section Gender Studies)
Show Figures

Figure 1

20 pages, 443 KiB  
Article
COVID-19 Lockdown and Implications for Household Food Security in Zambia: Quality of Diet or Economic Vulnerability?
by Richard Bwalya and Chitalu Miriam Chama-Chiliba
Economies 2025, 13(7), 200; https://doi.org/10.3390/economies13070200 - 9 Jul 2025
Viewed by 380
Abstract
The study examines changes in household food security and identifies their key determinants in Zambia by comparing the pre-pandemic period to the COVID-19 pandemic period. Using nationally representative surveys from 2015 and 2021 and the coarsened exact matching (CEM) approach, 8650 households were [...] Read more.
The study examines changes in household food security and identifies their key determinants in Zambia by comparing the pre-pandemic period to the COVID-19 pandemic period. Using nationally representative surveys from 2015 and 2021 and the coarsened exact matching (CEM) approach, 8650 households were matched for comparison. Two complementary food security measures are analysed using multinomial logit regression models: household expenditure share, representing economic vulnerability, and household dietary diversity score (HDDS), representing diet quality. The results show that household food expenditure share significantly increased from 53.8% to 61.4%, indicating increased economic vulnerability. Notably, household dietary diversity improved from 7.1 to 8.2 out of 12, indicating better dietary quality. Consistent determinants of food security—such as household size, education level, marital status, region, and employment—remained significant, but their protective effects weakened during the pandemic. Specifically, the protective effect of education declined, urban households became relatively more vulnerable, and wealthier households experienced minimal changes. The study recommends targeted interventions, including expanding social protection programmes for economically vulnerable households, supporting informal food markets, enhancing rural–urban food supply linkages, and promoting nutrition education to ensure diverse, affordable food access during crises. Full article
Show Figures

Figure 1

29 pages, 1878 KiB  
Article
Comprehensive Resilience Assessment and Obstacle Analysis of Cities Based on the PSR-TOPSIS Model: A Case Study of Jiangsu Cities
by Zikai Zhao, Chao Liu, Wenye Chang and Yangjun Ren
Land 2025, 14(7), 1437; https://doi.org/10.3390/land14071437 - 9 Jul 2025
Viewed by 468
Abstract
As global urbanization accelerates amidst compounding risks, comprehensive urban resilience assessment has emerged as a pivotal issue in optimizing risk governance pathways. Grounded in the Pressure–State–Response (PSR) theoretical framework, this study constructs a multidimensional evaluation system for comprehensive urban resilience. Through the integration [...] Read more.
As global urbanization accelerates amidst compounding risks, comprehensive urban resilience assessment has emerged as a pivotal issue in optimizing risk governance pathways. Grounded in the Pressure–State–Response (PSR) theoretical framework, this study constructs a multidimensional evaluation system for comprehensive urban resilience. Through the integration of a combined weighting method and the TOPSIS model, we systematically measure resilience levels across 13 prefecture-level cities in Jiangsu Province, with the obstacle degree model employed to identify critical resilience constraints. The findings reveal significant spatial heterogeneity in regional resilience patterns. High-resilience cities establish positive feedback mechanisms through economic foundations, innovation-driven strategies, and institutional coordination. Conversely, low-resilience cities face multidimensional constraints, including industrial structure imbalance, inadequate social security systems, and infrastructure deficiencies. The resilience disparity stems from the coupling effects of systemic multidimensional elements, with three core obstacles identified: energy consumption and population pressure in the Pressure dimension, medical resource scarcity and innovation deficit in the State dimension, and fiscal expenditure inefficiency in the Response dimension. The study proposes strategic interventions, including fiscal structure optimization, cross-regional resource coordination enhancement, and innovation–translation mechanism improvement, to facilitate urban systems’ transformation from passive resistance to proactive adaptation. This research provides novel perspectives for analyzing complex system resilience evolution and offers scientific grounds for urban agglomeration risk prevention and sustainable development. Full article
Show Figures

Figure 1

17 pages, 515 KiB  
Article
The Poverty Effectiveness of Social Security Benefits in Türkiye
by Zeynep Gizem Can
Soc. Sci. 2025, 14(7), 421; https://doi.org/10.3390/socsci14070421 - 8 Jul 2025
Viewed by 354
Abstract
This research investigates the role and effectiveness of Türkiye’s social security system and transfer expenditures in addressing poverty. Social security mechanisms are designed to alleviate poverty by helping individuals meet their essential needs. In Türkiye, transfer payments offer temporary relief, particularly to disadvantaged [...] Read more.
This research investigates the role and effectiveness of Türkiye’s social security system and transfer expenditures in addressing poverty. Social security mechanisms are designed to alleviate poverty by helping individuals meet their essential needs. In Türkiye, transfer payments offer temporary relief, particularly to disadvantaged populations; however, they may also foster long-term dependency. Although the immediate impacts of such transfers are widely discussed in the academic literature, their contribution to alleviating structural poverty remains underexplored. This study focuses on how transfer expenditures influence individuals’ ability to achieve lasting well-being. The Turkish context is especially relevant due to recent institutional shifts in social security policy and the increasing politicization of social assistance. Employing data analysis at the regional level, this study assesses the effectiveness of social transfers and explores their structural role in poverty reduction. It also provides policy suggestions aimed at developing more inclusive and durable strategies. The results are intended to offer broadly applicable insights for other developing countries through the lens of Türkiye’s experience. Full article
(This article belongs to the Section Social Policy and Welfare)
Show Figures

Figure 1

21 pages, 2201 KiB  
Article
Evaluating China’s Electric Vehicle Adoption with PESTLE: Stakeholder Perspectives on Sustainability and Adoption Barriers
by Daniyal Irfan and Xuan Tang
Sustainability 2025, 17(14), 6258; https://doi.org/10.3390/su17146258 - 8 Jul 2025
Viewed by 528
Abstract
The electric vehicle (EV) business model integrates advanced battery technology, dynamic power train architectures, and intelligent energy management systems with ecosystem strategies and digital services. It incorporates environmental sustainability through lifecycle analysis and renewable energy integration. China, with 9.49 million EV sales in [...] Read more.
The electric vehicle (EV) business model integrates advanced battery technology, dynamic power train architectures, and intelligent energy management systems with ecosystem strategies and digital services. It incorporates environmental sustainability through lifecycle analysis and renewable energy integration. China, with 9.49 million EV sales in 2023 (33% market share), faces infrastructure gaps constraining further growth. China is strategically mitigating CO2 emissions while fostering economic expansion, notwithstanding constraints such as suboptimal battery technology advancements, elevated production expenditure, and enduring ecological impacts. This Political, Economic, Social, Technological, Legal, Environmental (PESTLE) assessment, operationalized through a survey of 800 stakeholders and Statistical Package for the Social Sciences IBM SPSS SPSS (Version 28) quantitative analysis (factor loading = 0.73 for Technology; eigenvalue = 4.12), identifies infrastructure gaps as the dominant barrier (72% of stakeholders). Political factors (β = 0.82) emerged as the strongest adoption predictor, outweighing economic subsidies in significance. The adoption of EVs in China presents a significant prospect for reducing CO2 emissions and advancing technology. However, economic barriers, market dynamics, inadequate infrastructure, regulatory uncertainty, and social acceptance issues are addressed in the assessment. The study recommends prioritizing infrastructure investment (e.g., 500 K fast-charging stations by 2027) and policy stability to overcome adoption barriers. This study provides three key advances: (1) quantification of PESTLE factor weights via factor analysis, revealing technological (infrastructure) and political factors as dominant; (2) identification of infrastructure gaps, not subsidies, as the primary adoption barrier; and (3) demonstration of infrastructure’s persistence post-subsidy cuts. These insights redefine EV adoption priorities in China. Full article
Show Figures

Figure 1

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 663
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
Show Figures

Figure 1

20 pages, 2947 KiB  
Article
Personal Data Value Realization and Symmetry Enhancement Under Social Service Orientation: A Tripartite Evolutionary Game Approach
by Dandan Wang and Junhao Yu
Symmetry 2025, 17(7), 1069; https://doi.org/10.3390/sym17071069 - 5 Jul 2025
Viewed by 262
Abstract
In the digital economy, information asymmetry among individuals, data users, and governments limits the full realization of personal data value. To address this, “symmetry enhancement” strategies aim to reduce information gaps, enabling more balanced decision-making and facilitating efficient data flow. This study establishes [...] Read more.
In the digital economy, information asymmetry among individuals, data users, and governments limits the full realization of personal data value. To address this, “symmetry enhancement” strategies aim to reduce information gaps, enabling more balanced decision-making and facilitating efficient data flow. This study establishes a tripartite evolutionary game model based on personal data collection and development, conducts simulations using MATLAB R2024a, and proposes countermeasures based on equilibrium analysis and simulation results. The results highlight that individual participation is pivotal, influenced by perceived benefits, management costs, and privacy risks. Meanwhile, data users’ compliance hinges on economic incentives and regulatory burdens, with excessive costs potentially discouraging adherence. Governments must carefully weigh social benefits against regulatory expenditures. Based on these findings, this paper proposes the following recommendations: use personal data application scenarios as a guide, rely on the construction of personal trustworthy data spaces, explore and improve personal data revenue distribution mechanisms, strengthen the management of data users, and promote the maximization of personal data value through multi-party collaborative ecological incentives. Full article
Show Figures

Figure 1

Back to TopTop