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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Leveraging technology and financial literacy for women’s empowerment in SMEs: A conceptual framework for sustainable development

Global Journal of Engineering and Technology Advances, Год журнала: 2024, Номер 18(3), С. 020 - 032

Опубликована: Март 13, 2024

In the landscape of small and medium-sized enterprises (SMEs), fostering women's empowerment through technology financial literacy emerges as a pivotal strategy for sustainable development. This abstract presents conceptual framework delineating integration to empower women entrepreneurs within SMEs, economic growth, societal advancement. The begins by recognizing significance leveraging catalyst empowerment. Technology adoption facilitates access markets, networks, resources, leveling playing field entrepreneurs. Through digital platforms, can overcome geographical barriers, tap into global enhance their competitiveness in economy. Moreover, emphasizes critical role enabling SMEs. Financial equips with knowledge skills manage finances effectively, make informed decisions, capital markets. By enhancing literacy, navigate complex landscapes, secure funding business mitigate risks. Central is intersectionality synergistically driving serves an enabler initiatives, providing accessible scalable platforms delivering education services Conversely, enhances ability leverage maximizing benefits tools growth sustainability. underscores importance ecosystem support facilitating Collaboration among government agencies, institutions, providers, civil society organizations essential creating environment that fosters resources. partnerships collaborations, stakeholders amplify impact initiatives aimed at promoting development conclusion, holistic approach offering insights interconnectedness adoption, outcomes. Implementing this requires concerted efforts from across sectors create inclusive supportive where thrive contribute

Язык: Английский

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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

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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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AI-driven participatory environmental management: Innovations, applications, and future prospects

Journal of Environmental Management, Год журнала: 2025, Номер 373, С. 123864 - 123864

Опубликована: Янв. 1, 2025

The rapid advancement of Artificial Intelligence (AI) presents unprecedented opportunities for participatory environmental management. This paper explores the integration AI technologies into approaches, which engage diverse stakeholders in decision-making processes. Using artificial intelligence, a corpus 80 papers was compiled and subsequently analyzed with text mining tools. By identifying systematizing academics' contributions to knowledge about AI-driven tools, this study also discusses challenges ethical considerations inherent deployment, emphasizing need transparent, equitable, accountable systems. Looking ahead, we outline future prospects management, focusing on potential foster adaptive management strategies, enhance stakeholder collaboration, support sustainable development goals.

Язык: Английский

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Advancing Environmental Monitoring through AI: Applications of R and Python

IntechOpen eBooks, Год журнала: 2025, Номер unknown

Опубликована: Янв. 20, 2025

The integration of Large Language Models (LLMs), artificial intelligence (AI), and programming languages such as Python R has revolutionized environmental monitoring. These technologies enhance data analysis, automate reporting, improve communication among stakeholders, enabling more informed timely decision-making. AI-driven tools facilitate a wide range monitoring activities, including pollution tracking, species conservation, climate change by increasing the accuracy speed processing. predictive capabilities AI are essential for forecasting conditions trends, supporting development effective policies actions. Additionally, aids in regulatory compliance continuously analyzing real-time data, alerting authorities to potential violations. Community engagement is also enhanced makes accessible understandable, fostering greater public awareness participation conservation efforts. Despite these advancements, challenges privacy, model bias, interpretability, quality must be addressed fully leverage technologies. As AI, Python, continue evolve, their applications sciences expected significantly contribute sustainable efforts globally.

Язык: Английский

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Integrating artificial intelligence in biodiversity conservation: bridging classical and modern approaches

Biodiversity and Conservation, Год журнала: 2024, Номер unknown

Опубликована: Ноя. 25, 2024

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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