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

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The impact of digital resource utilization on student learning outcomes and self-efficacy across different economic contexts: A comparative analysis of PISA, 2022

International Journal of Educational Research Open, Год журнала: 2025, Номер 8, С. 100443 - 100443

Опубликована: Янв. 26, 2025

Язык: Английский

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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

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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

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FACULTY ENGAGEMENT IN INTERNATIONAL STUDENT SUCCESS: A REVIEW OF BEST PRACTICES AND STRATEGIES

International Journal of Applied Research in Social Sciences, Год журнала: 2024, Номер 6(3), С. 440 - 459

Опубликована: Март 28, 2024

This review investigates the pivotal role of faculty engagement in enhancing success international students within higher education settings. Recognizing increasing diversity student populations globally, study aims to synthesize existing research discern effective strategies for supporting academic, social, and cultural integration students. By examining impact involvement both inside outside classroom, this sheds light on best practices that contribute broader discourse internationalizing education. The explores multifaceted dimensions its correlation with success. Within teaching methodologies, inclusive pedagogical approaches, culturally responsive are identified as key factors influencing academic achievement retention Moreover, fostering an learning environment embraces diverse perspectives encourages active participation is crucial promoting satisfaction. Beyond delves into importance co-curricular activities, mentorship programs, community initiatives. actively participating extracurricular events, members can facilitate cross-cultural interactions, provide social support networks, promote a sense belonging among Additionally, programs led by mentors offer personalized guidance, advice, adjustment assistance, thereby nurturing holistic development Furthermore, highlights significance training professional preparing educators effectively populations. Cultivating intercultural competencies, understanding unique challenges faced students, adopting essential components underscores critical success, integration, overall well-being synthesizing findings identifying practices, contributes advancement institutions excellence. Keywords: Faculty Engagement; International Student; Success; Best practices; Strategies.

Язык: Английский

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Strategies for enhancing international student retention: A critical literature review

Open Access Research Journal of Science and Technology, Год журнала: 2024, Номер 10(2), С. 035 - 045

Опубликована: Март 30, 2024

International student retention is a critical concern for educational institutions worldwide, given its implications institutional reputation, financial stability, and global competitiveness. This paper presents comprehensive literature review aimed at exploring strategies to enhance the of international students. By synthesizing existing research, it identifies challenges faced by in retaining these students evaluates effectiveness various improving completion rates. The highlights multifaceted nature encountered students, including academic, social, cultural, barriers. These often contribute higher attrition rates among compared their domestic counterparts. Factors such as language proficiency, cultural adjustment, constraints, lack social support emerge significant determinants influencing outcomes. Furthermore, critically examines range employed address encompass academic programs, adaptation initiatives, assistance schemes, community-building activities. Additionally, explores role policies, administrative structures, faculty engagement fostering supportive environment Moreover, based on empirical evidence, analyzing impact broader It discusses interplay between efforts, sustainability, emphasizing importance holistic approach success. In conclusion, this offers valuable insights into complexities provides evidence-based recommendations enhancing efforts. addressing diverse needs learning environment, can not only improve but also strengthen standing ensure long-term viability an increasingly competitive education landscape.

Язык: Английский

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Revolutionizing Education

Advances in systems analysis, software engineering, and high performance computing book series, Год журнала: 2024, Номер unknown, С. 167 - 188

Опубликована: Июнь 3, 2024

This chapter examines the pivotal role of technology in revolutionizing traditional education systems and practices. It explores various dimensions through which enhances teaching learning experience, including personalized learning, accessibility for students with disabilities, integration gamification into educational processes. Furthermore, discussion extends to deploying artificial intelligence (AI) education, transforming AI-powered tutoring systems, adaptive platforms, interactive tools that allow real-time feedback instruction. The also addresses challenges integrating such as need infrastructure, training, equitable access, proposes strategies overcome these obstacles. offers insights how supplements transforms practices, making more engaging, inclusive, effective.

Язык: Английский

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Advancing Civil Engineering Education: A Systematic Review of Opportunities, Trends, Challenges, and Future Research Directions in Computer-Altered Reality Technologies

Research Square (Research Square), Год журнала: 2025, Номер unknown

Опубликована: Фев. 12, 2025

The increasing complexity of civil engineering demands innovative tools to bridge the gap between theory and practice. Computer-altered reality (CAR) technologies offer immersive environments that enhance learning outcomes. However, education lags behind other disciplines in adopting these technologies. This study systematically reviewed 359 relevant studies from an initial pool 1508 20214 2023 using a nine-step methodology involving keyword optimization, statistical analysis, thematic mapping. method employed was systematic review following PRISMA guidelines. Key opportunities include improved visualization, increased engagement, practical skill building, with 74% reporting enhanced student performance. Trends reveal growing integration artificial intelligence (AI) internet things (IoT) into CAR platforms, enabling adaptive learning. For instance, AI-driven AR overlays improve site inspection accuracy by 36%, while IoT-linked virtual (VR) provides dynamic, contextual training. Comparatively, like mechanical aerospace leverage for design manufacturing simulations, applications are more focused on construction sites structural reflecting unique characteristics. Significant challenges persist, including high implementation costs (68%), insufficient educator training (54%), limited infrastructure (41%). Ethical psychological considerations remain largely unaddressed, 95% overlooking privacy, cybersecurity, long-term impacts, such as VR-induced discomfort. These gaps present critical areas future research ensure responsible integration. Future directions cost-effective solutions, training, interdisciplinary collaborations, focus ethical cybersecurity concerns. Addressing impacts also remains imperative.

Язык: Английский

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Unveiling the roots of botanical literacy: A systematic literature review on its concepts and domains

Eurasia Journal of Mathematics Science and Technology Education, Год журнала: 2025, Номер 21(4), С. em2612 - em2612

Опубликована: Март 11, 2025

Botanical literacy is a solution to overcome plant blindness and increase awareness. It plays role in improving the ability understand plants from cognitive, attitudinal, skill aspects. In context of botany learning higher education, botanical focuses on cognitive aspects involves attitudes skills build holistic understanding. The preferred reporting items for systematic reviews meta-analyses diagram was used this literature review illustrate inclusion exclusion process studies considered with total 27 articles that provided comprehensive explanation concept identified dimensions literacy. domain, includes biological knowledge, diversity classification, ecology its relations environment. attitude include appreciation nature, environmental concern, conservation, motivation engage sustainable practices. Meanwhile, domain identification gardening cultivation skills. This study emphasizes importance holistically supporting education. implications indicate need deeper more understanding literacy, particularly education ecological awareness society.

Язык: Английский

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Voice assistants and U.S. consumer behavior: A comprehensive review: investigating the role and influence of voice-activated technologies on shopping habits and brand loyalty

International Journal of Applied Research in Social Sciences, Год журнала: 2024, Номер 6(5), С. 861 - 890

Опубликована: Май 12, 2024

This study provides a comprehensive review of the influence voice-activated technologies, particularly voice assistants, on consumer behavior and brand loyalty in United States. The primary objective is to understand how these emerging technologies are reshaping shopping habits dynamics brand-consumer interactions. methodology encompasses thorough analysis peer-reviewed academic journals, industry reports, case studies, supplemented by secondary sources such as market analyses news articles. Key findings reveal that assistants have induced significant paradigm shift behavior, characterized changes purchasing patterns, decision-making processes, convenience personalized experience offered led increased impulse buying experimentation. However, this accompanied challenges data privacy security. also highlights rapid evolution engagement, with advancements AI machine learning enhancing personalization efficiency. Strategically, recommends brands retailers invest search optimization, develop secure practices, collaborate technology developers create engaging experiences. concludes while present substantial opportunities for enhanced they pose require careful navigation, maintaining trust ethical standards. Future research directions include exploring long-term effects impact demographic factors adoption assistants. Keywords: Voice Assistants, Consumer Behavior, Brand Loyalty, Voice-Activated Technologies.

Язык: Английский

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