A conceptual framework for data-driven business optimization: Enhancing operational efficiency and strategic growth in U.S. small enterprises DOI Creative Commons

Enuma Ezeife,

May Equitozia Eyeregba,

Chukwunweike Mokogwu

et al.

Magna Scientia Advanced Research and Reviews, Journal Year: 2024, Volume and Issue: 12(2), P. 182 - 197

Published: Nov. 30, 2024

Small enterprises play a vital role in the U.S. economy, yet many face significant challenges optimizing operations and achieving sustainable growth due to resource constraints market dynamics. This study proposes conceptual framework for data-driven business optimization, aimed at enhancing operational efficiency fostering strategic small enterprises. Leveraging advancements data analytics, integrates predictive modeling, real-time processing, machine learning algorithms enable informed decision-making proactive strategy formulation. The emphasizes three core components: · Data Acquisition Management, which involves collecting structured unstructured from internal external sources build robust repository; Analytics Insights Generation, utilizing advanced tools identify patterns, forecast trends, detect inefficiencies; Strategic Implementation, applying insights streamline workflows, reduce costs, capitalize on emerging opportunities. By aligning strategies with organizational goals, ensures systematic approach addressing unlocking new avenues. Furthermore, this explores of technologies, including artificial intelligence Internet Things (IoT) devices, scalability adaptability framework. It also examines adopting approaches, such as limited technological expertise privacy concerns, offering practical recommendations overcome these barriers. Case studies successful implementations diverse sectors—retail, manufacturing, services—highlight framework's potential deliver measurable outcomes, increased productivity, improved customer satisfaction, competitive advantage. research provides actionable into leveraging asset, innovation, resilience rapidly evolving landscape.

Language: Английский

Research on biomechanics-informed rural planning strategies for enhancing biodiversity and health DOI Open Access
Xiu-Li Yang, Miaomiao Han

Molecular & cellular biomechanics, Journal Year: 2025, Volume and Issue: 22(2), P. 626 - 626

Published: Jan. 17, 2025

Rapid urbanization has resulted in decreased biodiversity, adversely impacting ecosystem functions and human health, especially rural regions. Biomechanics-informed planning integrates principles of biological mechanics with biodiversity enhancement public health objectives to establish sustainable communities. Purpose: This study aims foster resilient ecosystems healthier populations by introducing biomechanics-informed approaches that synergize promotion. Methods: bridges the knowledge gap examining relationship among biomechanically efficient behaviors, personal ecosystem-based disaster risk reduction (EDRR) through lens Health Belief Model (HBM). Structural equation modeling (SEM) was employed investigate correlations between study's key variables. The research focused on a community impacted test hypotheses, exploring strategies facilitate development enhancement. Results: findings indicate perceptions EDRR attributes indirectly influence behaviors. Specifically, participation activities support is positively associated social integration benefits, awareness, Conclusion: underscores potential integrate biomechanics into Emergency Disaster Risk Reduction initiatives encourage healthy lifestyles enhance environmental sustainability

Language: Английский

Citations

0

Recycled Materials in Construction: Trends, Status, and Future of Research DOI Open Access

Jiawei Wu,

Xunrong Ye,

Huachun Cui

et al.

Sustainability, Journal Year: 2025, Volume and Issue: 17(6), P. 2636 - 2636

Published: March 17, 2025

The utilization of recycled materials has emerged as a pivotal strategy for mitigating resource depletion and reducing carbon emissions in the construction industry. However, existing reviews predominantly focus on specific technical aspects, often overlooking interdisciplinary complexities associated with systems engineering challenge. This study systematically 1533 documents from Web Science Core Collection, integrating quantitative qualitative analytical approaches to assess current state future trajectory field, thereby addressing research gaps. findings highlight substantial evolution building waste recovery multifaceted domain encompassing value assessment, circular economy principles, advanced technologies, collaboration, long-term societal benefits. identifies six key themes materials: life cycle biological natural materials, concrete, asphalt infrastructure, demolition waste, environmental impacts composite factors. Furthermore, is categorized into two primary dimensions: strategies technological tools. analysis directions underscores potential AI-driven innovations their role enhancing human living environments. developing countries continue face critical challenges, necessitating further integration knowledge exchange. Finally, this proposes comprehensive systematic disciplinary framework that offers valuable insights strategic planning advancements field.

Language: Английский

Citations

0

A Digital Transformation Framework for U.S. E-Commerce Supply Chains DOI Open Access

Oluwakemi Famoti,

Bamidele Michael Omowole,

Godwin Nzeako

et al.

International Journal of Scientific Research in Computer Science Engineering and Information Technology, Journal Year: 2025, Volume and Issue: 11(1), P. 1670 - 1701

Published: Feb. 7, 2025

The rapid advancement of digital technologies has transformed industries worldwide, with U.S. e-commerce supply chains being no exception. This concept paper presents a comprehensive framework for transformation within chains, aiming to enhance efficiency, resilience, and scalability in an increasingly competitive market. outlines the integration cutting-edge technologies, including artificial intelligence (AI), blockchain, Internet Things (IoT), big data analytics, optimize key chain operations such as inventory management, logistics, demand forecasting, customer service. identifies critical challenges face, fragmented systems, inefficiencies real-time decision-making, vulnerabilities external disruptions. To address these challenges, proposes phased approach transformation, prioritizing automation, integration, analytics. It emphasizes importance adopting cloud-based solutions enhanced collaboration between suppliers, distributors, retailers. In addition technological solutions, highlights role human capital driving successful calling upskilling reskilling initiatives prepare workforce data-driven technology-enabled environment. also considers regulatory cybersecurity aspects offering strategies ensuring compliance protecting sensitive from cyber threats. By implementing this framework, businesses can achieve higher levels operational reduced costs, improved satisfaction. serves roadmap companies navigate evolving landscape, ultimately positioning sustained growth advantage global

Language: Английский

Citations

0

Advancing Social Sustainability in BREEAM New Construction Certification Standards DOI Creative Commons
Anosh Nadeem Butt

Standards, Journal Year: 2025, Volume and Issue: 5(1), P. 8 - 8

Published: March 3, 2025

BREEAM (Building Research Establishment Environmental Assessment Method) is widely recognized for promoting environmental sustainability in the built environment, with a strong focus on energy efficiency, resource management, and ecological impact. However, as entails economic dimensions but also social dimensions, current New Construction standards do not fully address targets. This article explores potential expanding to more comprehensively incorporate sustainability, ensuring that certified projects contribute well-being of their occupants surrounding communities. Through review existing categories, technical manuals, standards, an analysis gaps related this paper identifies key areas improvement, including user satisfaction, protecting workers’ human rights, legacy planning, education skills, emergency response planning. These are mapped against categories credits, recommendations introduce additional credits across materials, energy, waste, land use ecology, health well-being, water. Additionally, highlights importance transdisciplinary collaboration—bringing together architects, urban planners, scientists, public experts—to effectively complexity building design certification. The proposed additions alongside industry policymakers, offer guidelines evolution green certifications toward holistic approach sustainability. shift ensures future buildings reduce impact promote equity, health, community simultaneously.

Language: Английский

Citations

0

A conceptual framework for data-driven business optimization: Enhancing operational efficiency and strategic growth in U.S. small enterprises DOI Creative Commons

Enuma Ezeife,

May Equitozia Eyeregba,

Chukwunweike Mokogwu

et al.

Magna Scientia Advanced Research and Reviews, Journal Year: 2024, Volume and Issue: 12(2), P. 182 - 197

Published: Nov. 30, 2024

Small enterprises play a vital role in the U.S. economy, yet many face significant challenges optimizing operations and achieving sustainable growth due to resource constraints market dynamics. This study proposes conceptual framework for data-driven business optimization, aimed at enhancing operational efficiency fostering strategic small enterprises. Leveraging advancements data analytics, integrates predictive modeling, real-time processing, machine learning algorithms enable informed decision-making proactive strategy formulation. The emphasizes three core components: · Data Acquisition Management, which involves collecting structured unstructured from internal external sources build robust repository; Analytics Insights Generation, utilizing advanced tools identify patterns, forecast trends, detect inefficiencies; Strategic Implementation, applying insights streamline workflows, reduce costs, capitalize on emerging opportunities. By aligning strategies with organizational goals, ensures systematic approach addressing unlocking new avenues. Furthermore, this explores of technologies, including artificial intelligence Internet Things (IoT) devices, scalability adaptability framework. It also examines adopting approaches, such as limited technological expertise privacy concerns, offering practical recommendations overcome these barriers. Case studies successful implementations diverse sectors—retail, manufacturing, services—highlight framework's potential deliver measurable outcomes, increased productivity, improved customer satisfaction, competitive advantage. research provides actionable into leveraging asset, innovation, resilience rapidly evolving landscape.

Language: Английский

Citations

0