Socio-economic Perspective Research Articles

Leadership actions that enable or constrain accommodation of education for sustainable development

ABSTRACT This paper presents an empirical study on leadership actions related to education for sustainable development, i.e. education that embraces ecological and socio-economic perspectives to foster students’ awareness of the importance of long-term sustainable development. The aim is to identify leadership actions that enable or constrain permanent implementation of such educational perspectives. Empirically, the study is based on data acquired in a school improvement project on sustainability, involving five schools in a Swedish municipality during the years 2016 to 2021. Data were collected in two rounds, in 2018 and 2020, through interviews with school leaders. A theoretical framework including the coupling mechanisms concept and previously identified organizational routines is applied in analysis of the rich data acquired to explore the school leaders’ reported actions, associated routines and their outcomes. The results reveal leadership actions that enable, and others that constrain, long-term establishment of education for sustainable development. The study confirms the importance of early establishment of a holistic educational idea embracing education for sustainable development, and both communication and feedback systems for leaders on its compliance. The study also shows the value of collegial structures and transformational leadership actions that prevent the fading or failure of intended implementation.

Manure contribution to rural livelihoods at farm and landscape levels: a systemic approach in semi-arid Central Tunisia

ABSTRACT Manure valorization through on-farm use or market transactions is an ancient and widespread practice in the mixed crop-livestock systems of the semi-arid areas of North Africa. While research has long focused on the manure contribution to soil fertility at the plot level, little has been done concerning livelihood conditions. The present paper aims to assess the contribution of manure use and exchange on the livelihoods of rural communities using an original dataset collected in 2021 among 150 farmers in Central Tunisia. This analysis is carried out within the analytical agroecology framework combined with factor analysis methods. Results showed that manure use and valorization differ along the watershed, from a socioeconomic perspective in small farms operating under rainfed tree-pastoral systems, to an environmental and agronomic perspective in the mixed rainfed-irrigated systems downstream. Manure flow analysis confirmed that on-farm manure balance is positively correlated to economic wealth. However, the manure fluxes questioned the environmental sustainability of the vulnerable zones. Its use and management could significantly impact livelihood discrepancies in the future, with the increasing of demand and use of manure in more favorable zones such as irrigated lands at the detriment of the rainfed zones.

Hemoincompatibility in Hemodialysis-Related Therapies and Their Health Economic Perspectives

Hemobiologic reactions associated with the hemoincompatibility of extracorporeal circuit material are an undesirable and inevitable consequence of all blood-contacting medical devices, typically considered only from a clinical perspective. In hemodialysis (HD), the blood of patients undergoes repetitive (at least thrice weekly for 4 h and lifelong) exposure to different polymeric materials that activate plasmatic pathways and blood cells. There is a general agreement that hemoincompatibility reactions, although unavoidable during extracorporeal therapies, are unphysiological contributors to non-hemodynamic dialysis-induced systemic stress and need to be curtailed. Strategies to lessen the periodic and direct effects of blood interacting with artificial surfaces to stimulate numerous biological pathways have focused mainly on the development of ‘more passive’ materials to decrease intradialytic morbidity. The indirect implications of this phenomenon, such as its impact on the overall delivery of care, have not been considered in detail. In this article, we explore, for the first time, the potential clinical and economic consequences of hemoincompatibility from a value-based healthcare (VBHC) perspective. As the fundamental tenet of VBHC is achieving the best clinical outcomes at the lowest cost, we examine the equation from the individual perspectives of the three key stakeholders of the dialysis care delivery processes: the patient, the provider, and the payer. For the patient, sub-optimal therapy caused by hemoincompatibility results in poor quality of life and various dialysis-associated conditions involving cost-impacting adjustments to lifestyles. For the provider, the decrease in income is attributed to factors such as an increase in workload and use of resources, dissatisfaction of the patient from the services provided, loss of reimbursement and direct revenue, or an increase in doctor–nurse turnover due to the complexity of managing care (nephrology encounters a chronic workforce shortage). The payer and healthcare system incur additional costs, e.g., increased hospitalization rates, including intensive care unit admissions, and increased medications and diagnostics to counteract adverse events and complications. Thus, hemoincompatibility reactions may be relevant from a socioeconomic perspective and may need to be addressed beyond just its clinical relevance to streamline the delivery of HD in terms of payability, future sustainability, and societal repercussions. Strategies to mitigate the economic impact and address the cost-effectiveness of the hemoincompatibility of extracorporeal kidney replacement therapy are proposed to conclude this comprehensive approach.

Socio economic perspectives on fusion power for a sustainable future energy system

In the global effort towards the mitigation of climate change, low-carbon electricity generating technologies play a pivotal role. Nuclear fusion stands as a highly promising option for carbon-free electricity generation in a sustainable, reliable, affordable and socially acceptable future energy system. The EUROfusion work package “Socio Economic Studies” (WPSES) on fusion conducts research aimed at identifying social and economic conditions that can effectively support fusion deployment in future energy markets. Placing nuclear fusion in the broader context of energy and climate issues, the SES research explores fusion as an energy technology contributing to sustainable energy production for the future society. Because of the cross-cutting nature of the research, SES studies can provide decision-makers with scientific evidence relevant for shaping appropriate strategies in favour of fusion. This paper aims to offer the scientific community a thorough overview of EUROfusion SES research, addressing a gap in the current literature.

Treatments, medical expenses and complications of hospital outpatient healthcare associated with stroke in patients with diabetes in China: a retrospective analysis of the Beijing Municipal Medical Insurance Database

ObjectivesDiabetes is closely associated with risk of stroke and its adverse sequelae. Approximately 20%–33% of patients with stroke have diabetes. In China, however, it is unclear how stroke affects healthcare...

Public City as Network of Networks: A Toolkit for Healthy Neighbourhoods

The distinction between the current urban crisis and that which emerged in the latter half of the last century lies in the rise of environmental concerns linked to the climate crisis, which compound the existing socioeconomic issues. The “new urban question”, in its intersectional sense, necessitates high levels of integration, interdisciplinarity, interscalarity, and iterativity to recompose the physical and socioeconomic components of change. In this regard, the proposed contribution aims to develop a transferable methodology to guide urban regeneration actions that are sustainable from a socio-economic and environmental perspective, capable of leading to the creation of “Healthy Neighbourhoods”. This objective is pursued by the authors through the definition of a toolkit of design parameters to assess the improvement of an urban area before and after the regeneration intervention. Indeed, each proposed parameter affects one or more of the ten indicators used to evaluate the health of a neighbourhood. The proposed methodology will later be tested, in subsequent phases of the research, on the case study of Pietralata (Rome, Italy).

Rank Size Rule Analysis on the Urban Population Distribution of Indonesia for the Year 2020

The rank-size rule which is known as Zipf``s law is an interesting research topic in the field of urban and regional studies. Conclusions are drawn based on the parameters that examine people and their economic activities in a particular city. this study aims to assess the unique urban development and population distribution of Indonesia by taking into account the complex socioeconomic system and geographically different archipelago. This study uses demographical data from various cities in Indonesia to understand the hierarchal pattern of population distribution in urban areas. Furthermore, Indonesia is an interesting case study regarding urban economics since it has a vast geographical area and contains different cultures and economic activities. The main objective of this research is to understand the population distribution and to evaluate the accuracy of the rank-size rule model in this country. This research also aimed to identify the main factors that deviate the population distribution from the rank-size rule distribution. It is particularly important to develop practical policies on the urban development issues. The minor variations of population distribution in Indonesia from the rank-size rule model are a good tool for decision-makers to allocate resources, develop infrastructure, and contribute to sustainable urban expansion. In addition, this study is significant for understanding how the urban centers developed in Indonesia and how they interact with broader socio-economic perspectives which is essential for further urban development and wise decision-making.

‘japa’ syndrome of Nigerian youths as a survival strategy: A socio-economic perspective

Nigeria is often referred to as the giant of Africa; still, it has over the last two years experienced an alarming surge in the migration of young Nigerians to other developed states. Factors such as the chronic unemployment rate, which stands at 33.3% as of 2020, high levels of insecurity, and unfulfilled aspirations have caused increased pressure in the search for better opportunities abroad. More interestingly, the increased migration rate most likely has nothing to do with the idolisation of these states, but rather is largely due to a lack of national development and economic growth, as youths have been found to migrate to countries with better economies within Africa. Although no accurate data exists on the rate of migration, this circumstantial migration reflects the continued struggle of citizens to improve their living conditions. The sudden increase in the international migration of young Nigerians is a critical issue that has not received much attention from the Nigerian government, especially in tackling the root causes and ways to further reduce its negative effects on the socio-economic development of the nation. Given these concerns, this study aims to further explore the push and pull factors influencing the migration of Nigerian youths and their patterns. More importantly, it examines the socio-economic implications of an increase in the migration rate in Nigeria. The findings of the study will be useful for an in-depth reality check and will serve as a wake-up call for the Nigerian government.

Drivers and obstacles on refugee entrepreneurship. The host country perspective

Refugee entrepreneurship encompasses the enterprising endeavors undertaken by individuals forced to flee their home countries. This research area has gained scholarly traction due to its profound relevance in the socio-economic perspective. To provide a comprehensive understanding of this phenomenon, a thorough systematic literature review was conducted, drawing upon the Scopus and Web of Science databases. The review scrutinized a corpus of 57 scholarly articles, which were analyzed and categorized into two main themes: the profile of refugees regarding their entrepreneurial intentions, and the contextual factors within the host countries that either facilitate or impede their entrepreneurial pursuits. Refugee entrepreneurship is associated with the necessity-driven perspective, as individuals often embark on entrepreneurial ventures due to the shortage of viable employment opportunities in their host countries. However, there exists a nuanced perspective wherein some refugees leverage their innate entrepreneurial traits, finding resonance between the economic landscapes of their home and host countries. Nevertheless, the inception of entrepreneurial endeavors is invariably accompanied by some obstacles, spanning legal, financial, and socio-economic domains. These obstacles do not deter the entrepreneurial spirit ingrained within many refugees. Instead, they serve as catalysts for resilience and innovation, prompting the formulation of adaptive strategies to surmount barriers and carve out pathways to success, underscoring the economic activity of displaced individuals and exemplifying their capacity to effectuate positive change amidst adversity.

Geospatial and Temporal Patterns of Natural and Man-Made (Technological) Disasters (1900–2024): Insights from Different Socio-Economic and Demographic Perspectives

This pioneering study explores the geospatial and temporal patterns of natural and human-induced disasters from 1900 to 2024, providing essential insights into their global distribution and impacts. Significant trends and disparities in disaster occurrences and their widespread consequences are revealed through the utilization of the comprehensive international EM-DAT database. The results showed a dramatic escalation in both natural and man-made (technological) disasters over the decades, with notable surges in the 1991–2000 and 2001–2010 periods. A total of 25,836 disasters were recorded worldwide, of which 69.41% were natural disasters (16,567) and 30.59% were man-made (technological) disasters (9269). The most significant increase in natural disasters occurred from 1961–1970, while man-made (technological) disasters surged substantially from 1981–1990. Seasonal trends reveal that floods peak in January and July, while storms are most frequent in June and October. Droughts and floods are the most devastating in terms of human lives, while storms and earthquakes cause the highest economic losses. The most substantial economic losses were reported during the 2001–2010 period, driven by catastrophic natural disasters in Asia and North America. Also, Asia was highlighted by our research as the most disaster-prone continent, accounting for 41.75% of global events, with 61.89% of these events being natural disasters. Oceania, despite experiencing fewer total disasters, shows a remarkable 91.51% of these as natural disasters. Africa is notable for its high incidence of man-made (technological) disasters, which constitute 43.79% of the continent’s disaster events. Europe, representing 11.96% of total disasters, exhibits a balanced distribution but tends towards natural disasters at 64.54%. Examining specific countries, China, India, and the United States emerged as the countries most frequently affected by both types of disasters. The impact of these disasters has been immense, with economic losses reaching their highest during the decade of 2010–2020, largely due to natural disasters. The human toll has been equally significant, with Asia recording the most fatalities and Africa the most injuries. Pearson’s correlation analysis identified statistically significant links between socioeconomic factors and the effects of disasters. It shows that nations with higher GDP per capita and better governance quality tend to experience fewer disasters and less severe negative consequences. These insights highlight the urgent need for tailored disaster risk management strategies that address the distinct challenges and impacts in various regions. By understanding historical disaster patterns, policymakers and stakeholders can better anticipate and manage future risks, ultimately safeguarding lives and economies.

Socio-Economic Perspectives of Household Water Treatment for Safe Drinking in Nigeria

Access to safe drinking water remains a huge challenge to households in developing countries of which Nigeria is one. This is evident from the numerous cases of water related diseases ravaging the country. The United Nations Children Emergency Fund reports that over 150,000 Nigerians and about 117, 000 under five children, die of water borne diseases annually. Since safe water is gotten from water treatment, the challenges associated with ensuring that water is adequately treated for the households are enormous. Considering that the household is generally the primary source of drinking water for the populace, the socio-economic characteristics of a household plays a key role in determining their access to quality water for drinking. It is based on this that this study seeks to evaluate how household socio-economic characteristics influences a household’s decision to treat its drinking water. The study uses the Binary Logistic regression model to test for the correlates of household water treatment decisions. The data employed in this study is sourced from the Multiple Indicator Cluster survey conducted by UNICEF. A total of 26359 households were selected for the study. The study shows that about 23,495 of the selected households do not treat their water for safe drinking in Nigeria. The result also shows that source of drinking water is a key determining factor in the water treatment decisions of households, as different sources of water were found to have varying degrees of effects on water treatment decisions by households. Some ethnic groups were also observed to have a poor water treatment culture. Also, education of household head and high wealth status increases water treatment.

Task-based evaluation of WRMSDs prevailing amongst workers in building construction: An occupational and socioeconomic perspective.

The construction of buildings is risky for workers' musculoskeleton. This study aims to calculate the significance of risk associated with work-related musculoskeletal disorders. 600 workers from 20 construction sites were surveyed using the Nordic Musculoskeletal Questionnaire (modified) and their performance was assessed at seven construction-tasks using RULA and REBA sheets. SPSS v. 26 and R programming were used for statistical analysis. The mean value of workers' age was 28.4381 years, with 8.8205 working months/year and 65USDs monthly earnings. Maximum reporting of body discomfort was by workers of window/door framing. Workers' BMI (35-44 kg/m2) and break duration (< 15 minutes) prompted neck pain with OR 7.79 (95% CI 1.135-53.587) and OR 1.179 (95%CI 0.231-6.014) respectively. Bagging was dangerous for the ankle with OR 9.881 (95% CI 5.140-18.994), and window/door framing for feet with OR 2.057 (95% CI 1.196-3.539). The mean value of the RULA grand score ranged from 5.89 (lowest for 'leveling') to 9.25 (highest for 'demolishing'), and the REBA sheet between 8-11 for all seven studied work-stages. Workers' upper and lower limbs are affected by the work-stages they perform and the social lifestyle they live in. These findings from 600 workers are sufficient to be generalized for intervention.

Factors affecting physicians’ specialty selection: A demographic and socioeconomic perspective

Objectives: The medical field is advancing toward increasing specialization in knowledge, technology, and expertise. To meet the demands of quality health care, a practical, pragmatic, and well-balanced enrollment and distribution of physicians among specialties is crucial. The process of selecting a specialty as an ultimate future career is sensitive and conveys multidimensional implications on physicians, the health systems and society as a whole. Numerous complex and miscellaneous factors contribute to the development and adjustment of that decision that needs rigorous efforts to understand and hopefully control. Material and Methods: This is a cross-sectional and descriptive study, conducted through a comprehensive questionnaire encompassing demographic information, socioeconomic indicators, and components of the modified Kuppuswamy and MacArthur Scales. Data were collected using simple random sampling with considering design efficiency. Two-variable analysis with Pearson correlation and Chi-squared test was used to identify the associations and their significance. P &lt; 0.05 was considered statistically significant. Results: A total of 389 respondents completed the questionnaire: 58.87% females, 41.13% males. Among them, 67.8% were internship physicians, and 32.2% were general practitioners. The mean Kuppuswamy score was 15.17, and the mean subjective socioeconomic status (SES) score was 4.28. Female physicians presented a critical propensity toward choosing obstetrics and gynecology, and pediatrics as their primary future career (P ≤ 0.01), whereas male physicians were more willing to specialize in surgical specialties (P ≤ 0.01). Obstetrics, gynecology, and family medicine correlated with below-average Kuppuswamy scores (P = 0.010359), while surgical specialties correlated with higher scores (P &lt; 0.01). Physicians with above-average subjective SES scores preferred surgical specialties (P = 0.036596). Family medicine, obstetrics, gynecology, and pediatrics correlated with below-average subjective SES scores (P = 0.041828). Conclusion: Demographic and socioeconomic factors have a significant influence on physicians’ specialty preferences and selection.

Apologetic Evangelical Contextual Christology: A Pragmatic Approach in the Islamic Context (Pakistan)

The conflict over Jesus Christ, the ‘Son of God’, is not new. Thousands of years ago, the disciples faced similar trials; however, the challenge to solve this tension was not based on debates or natural theology but rather to show the works of Christ. This researcher argues that various studies on Christology have already been conducted. However, the Pakistani perspective demands the fullness of Christ in a unique way to reimagine Him in the context of socio-economic, political, and religious challenges. On the one hand, though the traditional way of doing Christology highly emphasizes the personhood of Christ, explaining Him from the eschatological perspective (though it is important), on the other hand, it makes Christ an aloof Jesus who has no concern for the current issues. As a result, this kind of Christological articulation does not explain Christ’s presence in our struggles today. This piece further demonstrates that the context is not above Christ in finding who He is in the midst of such a grave situation; rather, contextual realities provide the Pakistani Punjabi Church an opportunity to demonstrate the works of Christ. Furthermore, this study also argues that the real struggle is not being a minority in this context, but rather, being marginalized (economically, politically, and religiously) is the real challenge. This study further argues that the core issue is the ecclesiastical responsibility to overcome all the issues in this context. The researcher employs quantitative methodology to evaluate the socio-political, socio-economic, and religious perspectives and equips grassroots communities using an evangelical contextual missiological approach. As a result, ‘Apologetic Evangelical Contextual Christology’ is proposed as seeing Christ in all His fullness in the Islamic Context.

Tracking sustainable development in mining towns: A novel framework integrating socioeconomic and eco-environmental perspectives through coupling coordination degree

Assessing coupling coordination (CCD) between socioeconomic development (SD) and eco-environmental quality (EQ) is vital for sustainable development blueprints for mining towns. However, previous studies often overlooked the policy context and the asymmetry of SD and EQ impacts on CCD, in the modeling process, leading to a lack of objectivity and generalizability in the current methods. Therefore, this study devised a novel framework for assessing the CCD in mining towns by leveraging Convolutional Autoencoders and the Cusp Catastrophe model. The effectiveness of the framework was verified using Panxi mining town in China as a case study. Results demonstrate: (1) 65% primary coupling coordination indicates lagging SD in the Panxi mining towns in 2020; (2) there is an evident exponential growth trend in CCD of the Panxi mining towns grew exponentially (R2 = 0.94) from −0.351 in 2001 to 0.062 in 2020, and transforming from disorder to primary coupling coordination in 2015; (3) post-2013, effective local policies and measures boosted CCD by 35%, but currently they have not been continuously transformed into a driving force for CCD growth. Therefore, considering the practical challenges associated with different coupling coordination categories, this study provides recommendations for sustainable development at the township scale. The results provides insights for Panxi's sustainable development and aids in developing reliable predictive models for CCD for other mining towns.

Empirical study on sustainable energy development goals: Analysis of rural roof distributed photovoltaic systems in Jiangsu, China

Rural rooftop distributed photovoltaic systems (RRDPVS) play a crucial role in China's energy strategy to achieve sustainable development goals (SDGs). Over the past years, RRDPVS have experienced rapid development in China. This study focuses on identifying relevant factors and analyzing their influence on the growth of RRDPVS in Jiangsu Province. Based on county-level panel data spanning 39 months across 64 countries, an empirical model is built for analyzing the newly installed capacity of RRDPVS with the consideration of local natural resources and socio-economic conditions. It is a cross-disciplinary study in the field of economics and energy. In summary, natural resource factors have less influence and socio-economic factors have more influence on the newly installed capacity of RRDPVS at this stage. The results of regression models show that elements of natural endowment, such as solar resources, air temperature and air quality index PM2.5 have insignificant effects on the amount of newly installed capacity. The absence of government strategic guidance has resulted in the indiscriminate construction of RRDPVS in low-quality status. The results of the analyses from the socio-economic perspective show that most rural residents installed RRDPVS are the low-income group, whereas middle- and upper-income residents are less interested in installation. It is necessary to appropriately raise public awareness of the use of clean and low-carbon green energy, in order to expand the audience of RRDPVS and increase the penetration rate of the system among middle and high-income groups. The finding of this study offers insights into establishing a robust policy framework for renewable energy utilization to achieve SDGs, and promotes feasible solutions for the transformation of rural photovoltaics in China and other developing countries.

Interplay Between Infant Nutrition and Malaria Susceptibility in West Africa: Socioeconomic, Environmental, and Cultural Perspectives

In West Africa, infant nutrition plays a pivotal role in determining susceptibility to malaria, a disease that remains a leading cause of child mortality in the region. This review explores the intricate interplay between malnutrition and malaria susceptibility among infants, emphasizing the influence of socioeconomic, environmental, and cultural factors. Malnutrition, particularly protein-energy malnutrition and micronutrient deficiencies, compromises immune function, rendering infants more vulnerable to malaria infections. Conversely, malaria exacerbates nutritional deficiencies, creating a vicious cycle that severely impacts infant health and development. This review examines how traditional beliefs, maternal education, and family dynamics shape infant feeding practices, thereby influencing nutritional status and malaria risk. It also highlights the significance of breastfeeding, the timing of complementary feeding, and the quality of complementary foods in protecting infants against malaria. The review underscores the need for targeted nutritional interventions, such as micronutrient supplementation, fortified foods, and community-based nutrition programs, which are essential in reducing the dual burden of malnutrition and malaria. These interventions must be culturally sensitive and context-specific to effectively improve health outcomes for infants in West Africa. Further, this review illuminates the complex relationship between infant nutrition and malaria susceptibility, advocating for integrated public health strategies that address both malnutrition and malaria within the unique socio-cultural and economic landscape of West Africa. Keywords: Infant Nutrition, Malaria Susceptibility, West Africa, Socioeconomic.

Socio-Economic Perspective of Milk Producers of District Ghazipur of Uttar Pradesh, India

Socio-economic analysis play crucial role in implementation of any policy. This study, conducted in the Gazipur District of Uttar Pradesh, focuses on the current state of milk production costs. The research employs a descriptive and analytical design, using a survey methodology to categorize cattle owners into small, medium, and large-scale operations based on the number of cattle owned. A total of 10 villages were randomly selected from two blocks, with 150 milk producers chosen for in-depth study from each size category (small, medium, and large). The survey collected data on various demographics, including age, gender, education level, and social categories, as well as detailed information on milk marketing and socioeconomics. Results indicate that out of the 150 respondents, 76 were small-scale farmers, 43 were medium-scale, and 31 were large-scale. The majority of respondents (78%) were male. Economic analysis revealed that small households had an average annual income of Rs. 198,879, medium households Rs. 158,044, and large households Rs. 274,970. Non-farm income was highest for large farms (Rs. 148,140), followed by medium (Rs. 123,024) and small farms. This comprehensive study provides valuable insights into the economic conditions and marketing practices of milk producers in Gazipur, highlighting key areas for potential improvement and policy intervention.

Bread consumption trends in Poland: A socio-economic perspective and factors affecting current intake.

Fermentation processes have been known since ancient times and are widely used in the production of food, beverages, and other areas. One of the most well-known fermented products is bread. It plays an important role in human nutrition because of the valuable compounds it contains. The growing population leads to an increase in global bread consumption and other bakery products. Simultaneously, in developed countries, declining consumption trends are observed. Understanding the complex interplay between socio-economic dynamics, food production policies, and the dietary patterns of society is crucial for shaping effective strategies that align with the principles of a sustainable and resilient food system. The aim of this study was to determine bread consumption trends in Poland. Data were obtained from the Household Budget Surveys carried out by Statistics Poland. The study considered the period from 1978 to 2020 and was performed in three dimensions: socio-economic groups, the number of people in households, and income quintile groups. A decreasing trend in bread consumption was observed within the analyzed period in all three socio-economic groups. Based on the analysis of the relationship between bread consumption and income level per capita, the same observation was made. There was no correlation between the amount of bread consumed and the number of people in the household. The obtained data are determined by many factors, including prices of bread, demographic changes, dietary patterns, and education in the field of human nutrition.

Ethnic Density as a Key Factor to Narrow Health Disparities: A Case of American Indians and Alaska Natives.

Out of all the racial groups in the United States, people who identify as American Indian and Alaska Native (AI/AN) have disproportionately worse health as a result of living in poverty. The preponderance of research connects poor health with a socioeconomic perspective, which might create prejudice against AI/AN. As already known, AI/AN's high rates of obesity, diabetes, and stroke in comparison with that of other ethnic groups are mainly derived from their impoverished economic conditions that have forced them to consume the food distributed by the U.S. government. When minority health is discussed generally, the ethnic density perspective explains a minority population's positive health despite low socioeconomic status. This perspective helps researchers and practitioners understand the connections of psychological and social factors with physical health and demonstrates positive health effects on minority groups. Despite the high correlation between ethnic density and health having been validated, little to no research has explored AI/AN's health from this perspective. Using 13,064 electronic health records, this research tests the relationship between AI/AN density and health outcomes. This article introduces an innovative analytical strategy (i.e., a data mining technique), which is ideal for discovering frequently appearing health outcomes in a group. The finding reveals positive relationships between health outcomes and AI/AN density.