LEVERAGING HR ANALYTICS FOR STRATEGIC DECISION MAKING: OPPORTUNITIES AND CHALLENGES

International Journal of Management & Entrepreneurship Research, Год журнала: 2024, Номер 6(4), С. 1304 - 1325

Опубликована: Апрель 25, 2024

In the evolving landscape of human resources (HR), organizations are increasingly leveraging HR analytics to drive strategic decision-making. This review explores opportunities and challenges associated with integration in organizational practices. involves systematic analysis data inform decision-making, enhance performance, optimize workforce management strategies. By harnessing power data, can gain valuable insights into employee behavior, performance trends, dynamics, enabling them make more informed decisions. One key is ability identify address trends issues proactively. analyzing on engagement, turnover rates, metrics, patterns that may impact their business outcomes. proactive approach allows anticipate mitigate potential challenges, leading improved satisfaction. Furthermore, help recruitment talent candidate profiles, sources, most effective channels selection criteria. data-driven enables attract retain top talent, a skilled engaged workforce. However, also presents several challenges. primary availability quality data. Organizations must ensure they have access reliable relevant derive meaningful insights. Additionally, overcome related privacy security protect sensitive information. conclusion, significant for decision-making performance. analytics, operations, decisions success. availability, quality, realize full driving paper will examine use as tool resources. It cover methodologies technologies involved collection, analysis, interpretation, how these be used decision making HR. The study limitations including risk misinterpretation, propose solutions risks. Keywords: Leveraging, Analytics, Strategic Decision making, Opportunities, Challenges.

Язык: Английский

---

ENERGY SECURITY IN THE GLOBAL CONTEXT: A COMPREHENSIVE REVIEW OF GEOPOLITICAL DYNAMICS AND POLICIES

Engineering Science & Technology Journal, Год журнала: 2024, Номер 5(1), С. 152 - 168

Опубликована: Янв. 24, 2024

Energy security is a critical dimension in the contemporary global landscape, where availability, affordability, and reliability of energy resources play pivotal role shaping geopolitical dynamics national policies. This paper presents comprehensive review intricate interplay between security, geopolitics, policies on stage. The quest for inherently linked to as nations strategically position themselves secure access vital resources. competition control over key reserves, transit routes, distribution networks often shapes international relations, leading tensions conflicts. study delves into surrounding major energy-producing regions, such Middle East, Central Asia, Arctic, analyzing impact these security. Policies strategies employed by enhance their are aspects this review. analysis encompasses range policy dimensions, including diversification sources, investments renewable technologies, development resilient infrastructure. Moreover, explores collaborations, agreements, institutions fostering addressing common challenges. transition towards sustainable future focus, considering increasing importance climate change mitigation imperative reduce dependence finite fossil fuel emphasizes significance frameworks that balance economic, environmental, considerations achieve holistic approach provides nuanced understanding within context, offering insights complex interconnections geopolitics It underscores need collaborative multifaceted address challenges opportunities inherent securing world's future. Keywords: Security, Policies, Geopolitical Dynamics, Energy, Review.

Язык: Английский

---

Conceptualizing sustainable supply chain resilience: Critical materials manufacturing in Africa as a catalyst for change

International Journal of Science and Research Archive, Год журнала: 2024, Номер 11(1), С. 2427 - 2437

Опубликована: Фев. 26, 2024

The concept of sustainable supply chain resilience has garnered significant attention in recent years, particularly the context global challenges such as climate change, geopolitical instability, and pandemics. This review delves into conceptualization resilience, focusing specifically on critical materials manufacturing Africa a catalyst for transformative change. Africa, endowed with abundant natural resources, long been focal point discussions economic development industrialization. However, continent faces numerous challenges, including limited infrastructure, political environmental degradation. Despite these there is growing recognition Africa's potential to emerge key player chains, realm manufacturing. Critical materials, essential components various high-tech industries electronics, renewable energy, aerospace, have become increasingly vital today's interconnected world. Yet, current susceptible disruptions, posing risks economies worldwide. rich endowment presents an opportunity diversify strengthen chain, enhancing its face uncertainties. By strategically investing infrastructure fostering practices, can not only enhance prosperity but also contribute sustainability efforts. Leveraging energy sources, adopting eco-friendly production processes, promoting responsible resource management are integral this endeavor. Furthermore, requires collaboration among stakeholders, governments, businesses, academia, civil society. Policy interventions, technological innovation, capacity-building initiatives create enabling environment development. Conceptualizing offers pathway towards harnessing resources responsibly embracing play pivotal role shaping more resilient economy.

Язык: Английский

---

Designing Cybersecurity Measures for Enterprise Software Applications to Protect Data Integrity

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(8), С. 1920 - 1941

Опубликована: Авг. 23, 2024

In an era of escalating cyber threats, safeguarding data integrity in enterprise software applications is critical for maintaining trust and operational stability. Designing robust cybersecurity measures essential to protect sensitive information from unauthorized access, alteration, loss. This review explores key strategies methodologies developing comprehensive frameworks tailored applications. Effective begins with a thorough risk assessment identify potential vulnerabilities threats specific the enterprise's environment. Implementing multilayered security measures, including encryption, access controls, authentication protocols, vital mitigating risks. Encryption protects transit at rest, ensuring that even if intercepted, remains unintelligible parties. Access controls mechanisms, such as multifactor (MFA), enhance by verifying identity users restricting based on roles permissions. Regular audits vulnerability assessments play crucial role detecting addressing weaknesses. These should be conducted both internally externally provide view posture. Additionally, adopting secure coding practices integrating into development lifecycle (SDLC) help identifying during phase. Incident response planning another aspect cybersecurity. Developing well-defined incident plan ensures can quickly effectively address breaches, minimizing damage restoring integrity. includes establishing protocols detecting, responding to, recovering incidents. Educating training employees about best Employees aware common phishing social engineering attacks, understand their enterprise’s data. conclusion, designing effective requires multifaceted approach assessment, regular audits, practices, planning, employee training. By implementing these strategies, enterprises defenses, integrity, ensure resilience against evolving threats. Keywords: Designing, Cybersecurity, Data Integrity, Software Applications, Enterprise.

Язык: Английский

---

A review of strategic decision-making in marketing through big data and analytics

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(5), С. 1126 - 1144

Опубликована: Май 13, 2024

This review paper delves into the transformative impact of big data and analytics on strategic marketing decision-making. Examining integration vast datasets analytical tools in strategies highlights how these technological advancements enable a deeper understanding customer behavior, enhance product development, provide competitive edge. The underscores importance data-driven insights formulating personalized critical role predictive prescriptive It addresses challenges ethical considerations associated with usage, emphasizing need for robust governance practices. suggests future research directions, focusing emerging technologies methodologies that could further influence decisions. Keywords: Big Data, Analytics, Strategic Marketing, Data-Driven Decision-Making, Ethical Considerations, Emerging Technologies.

Язык: Английский

---

Comparative technical analysis of legal and ethical frameworks in AI-enhanced procurement processes

World Journal of Advanced Research and Reviews, Год журнала: 2024, Номер 22(1), С. 1415 - 1430

Опубликована: Апрель 26, 2024

This study presents a Comparative Technical Analysis of Legal and Ethical Frameworks in AI-Enhanced Procurement Processes. The research aims to evaluate the existing legal ethical frameworks governing use artificial intelligence (AI) procurement identify best practices for ensuring transparency, accountability, decision-making AI-driven processes. adopts mixed-methods approach, combining quantitative surveys qualitative interviews with professionals experts. design allows comprehensive analysis challenges associated AI deployment provides insights into practical strategies addressing these challenges. Findings from indicate growing recognition need clear guidelines regulations govern procurement. While respondents acknowledge potential benefits AI, such as improved efficiency cost savings, they also express concerns about algorithmic bias, data privacy, lack transparency Based on findings, recommends several enhancing AI-enhanced These include developing deployment, providing training support professionals, establishing mechanisms monitoring evaluating systems. Overall, highlights importance integrating considerations ensure decision-making. findings contribute body literature governance provide policymakers, other stakeholders involved

Язык: Английский

---

The influence of social media marketing on consumer behavior in the retail industry: A comprehensive review

International Journal of Management & Entrepreneurship Research, Год журнала: 2024, Номер 6(5), С. 1547 - 1580

Опубликована: Май 12, 2024

The pervasive impact of social media marketing on consumer behavior within the retail industry serves as focal point this comprehensive review. This paper aims to dissect intricate relationship between initiatives and their effects purchasing patterns, brand loyalty, engagement. By collating examining a broad spectrum literature, including empirical studies, theoretical frameworks, case analyses, review endeavors provide holistic understanding how platforms are reshaping interactions with brands. Without adopting primary research methodology, critically analyzes existing findings identify prevailing trends, effective strategies, resultant responses in context. analysis delves into mechanisms through which influences perceptions, engagement practices, ultimately, decisions. It highlights transformative power marketing, emphasizing shift towards more interactive, personalized, consumer-driven communication strategies. Key insights reveal that exerts profound influence behavior, mediated by factors such content authenticity, extent engagement, strategic use influencers user-generated content. These elements shown enhance visibility, strengthen consumer-brand relationships, behavior. posits represents critical element contemporary mix, significant implications for behaviour. Retailers must leverage innovative strategies engage consumers effectively. also suggests avenues future research, particularly context evolving trends synthesis equip practitioners scholars nuanced role shaping dynamics sector. Keywords: Social Media Marketing, Consumer Engagement, Brand Awareness, Content Influencer Personalization, Customer Relationship Management (CRM).

Язык: Английский

---

Globalization vs. Glocalization: Learn Lessons from Two Global Crises, Such as the Russia–Ukraine Conflict and the COVID-19 Pandemic, for the Agro-Food and Agro-Industrial Sector

Agriculture, Год журнала: 2025, Номер 15(2), С. 155 - 155

Опубликована: Янв. 12, 2025

This article analyses the impacts of Russia–Ukraine conflict and COVID-19 pandemic on supply chain logistics related to management agro-food production based a comprehensive review scientific literature. The challenges lessons posed by market dependence in scenario globalization through monopolies oligopolies export are assessed, highlighting vulnerability uncertainty faced when an international occurs. examines format versus glocalization, analyzing their respective advantages disadvantages chains context two major crises such as armed between Ukraine Russia. Likewise, resilience agro-industrial systems that were negatively affected food insecurity price inflation parts Europe, Africa, other regions planet is analyzed. By identifying opportunities arising from these challenges, research offers insights into fostering more robust adaptable global geographic location regional development agribusinesses capable responding demand event crisis or conflict.

Язык: Английский

---

Enhancing software development practices with AI insights in high-tech companies

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(8), С. 1897 - 1919

Опубликована: Авг. 23, 2024

Artificial Intelligence (AI) is revolutionizing software development practices in high-tech companies, providing transformative insights and tools that enhance productivity, quality, efficiency. This review explores the integration of AI into processes, highlighting its impact on key areas such as code generation, bug detection, project management, testing. AI-driven are enabling developers to automate repetitive tasks, optimize code, identify potential issues before they become critical, thus reducing time improving reliability. Machine learning algorithms analyze vast amounts data from past projects provide predictive analytics, guiding teams decision-making resource allocation. Natural language processing (NLP) facilitates more intuitive interactions with tools, streamlining communication collaboration among team members. Furthermore, enhances continuous deployment (CI/CD) pipelines by automating testing stages, ensuring changes seamlessly integrated deployed minimal human intervention. By leveraging AI, companies can adopt agile methodologies, respond swiftly market changes, deliver high-quality products. The also discusses challenges integrating development, including need for substantial initial investment, complexity models, importance privacy security. Solutions fostering a culture learning, investing AI-specific training developers, establishing robust governance frameworks essential overcoming these barriers. In conclusion, offer significant advantages them their practices, achieve greater efficiency, maintain competitive edge rapidly evolving technological landscape. Embracing advancements requires strategic approach, investment technologies training, fully harness drive innovation development. Keywords: Software Development, High-Tech, Practices, Companies.

Язык: Английский

---

Methodologies for developing scalable software frameworks that support growing business needs

International Journal of Management & Entrepreneurship Research, Год журнала: 2024, Номер 6(8), С. 2661 - 2683

Опубликована: Авг. 21, 2024

Developing scalable software frameworks is critical for businesses looking to support growth and adapt changing demands. This review explores methodologies creating robust, architectures that can handle increasing workloads evolving business requirements. It highlights key principles, such as modularity, flexibility, performance optimization, which are essential design. Central this discussion the use of microservices architecture, breaks down applications into smaller, independent services be developed, deployed, scaled independently. approach enables respond quickly market changes scale specific parts their systems without affecting entire application. Additionally, cloud computing plays a pivotal role in scalability, providing necessary infrastructure dynamically allocate resources based on demand. Leveraging cloudnative technologies like containers orchestration tools Kubernetes ensures efficiently managed diverse environments. Another methodology adoption DevOps practices, foster culture collaboration between development operations teams. Continuous integration continuous deployment (CI/CD) pipelines automate delivery process, allowing faster releases more reliable updates. reduces downtime new features improvements implemented meet needs. Data management strategies also contribute scalability. Implementing distributed databases using NoSQL large volumes data provide high availability fault tolerance. Effective caching mechanisms load balancing further enhances system responsiveness. Monitoring analytics maintaining Tools realtime insights user behavior enable proactive optimization. allows identify potential bottlenecks preemptively. In conclusion, developing requires combination architectural modern technologies, best practices. By embracing microservices, computing, DevOps, effective management, robust monitoring, create solutions future challenges. Investing these remain resilient, responsive, capable meeting needs business. Keywords: Support, Business Needs, Methodologies, Scalable Software, Framework.

Язык: Английский

---