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M. Al Ravi Azis; Koko Adya Winata; Laesti Nurishlah; Syifa Rohmati Mashfufah; Romi Wilza

Proceeding of the International Conference on Social Sciences and Humanities Innovation 2025 Asosiasi Peneliti dan Pengajar Ilmu Sosial Indonesia

This article delves into the application of gamification in Islamic Religious Education (IRE) for primary school students, focusing on its impact on motivation, emotional engagement, and learning psychology. It offers a systematic review of relevant studies, evaluating both the positive outcomes and challenges of using gamification in IRE. A thorough library research approach was used, drawing from academic journals, books, and conference papers. Key databases like Google Scholar, JSTOR, and ERIC were searched to identify studies published between 2010 and 2025. Studies that met specific criteria relevance to the topic, educational level, and a focus on gamification, motivation, emotional engagement, and learning psychology were selected. The findings suggest that gamification in IRE can significantly enhance student motivation, emotional engagement, and learning outcomes. Elements such as rewards, challenges, and interactive activities help create a positive learning environment, promoting better retention and understanding of Islamic teachings. Emotional engagement is particularly heightened when gamification is tailored to the cultural and religious contexts of the students, fostering a deeper connection to the material. The study emphasizes that incorporating gamification in IRE could enhance the overall educational experience for primary students, boosting their motivation and emotional involvement in learning. It also highlights the importance of designing gamified content that is culturally relevant and contextually appropriate to maximize the positive effects on student learning. The study recommends that educators, curriculum developers, and policymakers consider using gamification to improve the quality of Islamic education in primary schools.

Arif Lukmanul Hakim; Mudji Hartati; Sobirin Sobirin; Husnul Khair Pulungan; Asep Supriyadi

Proceeding of the International Conference on Social Sciences and Humanities Innovation 2025 Asosiasi Peneliti dan Pengajar Ilmu Sosial Indonesia

This paper reviews the role of Artificial Intelligence (AI) in Islamic education within secondary schools, emphasizing both its practical uses and the ethical challenges it presents. The review looks into the current trends, tools, and the impact of AI on the learning experience, as well as its ethical implications from an Islamic perspective. The study follows a systematic literature review (SLR) approach based on the PRISMA guidelines and includes research from 2022 to 2025, sourced from platforms like Google Scholar. After a thorough selection process, 15 articles were included in the review, offering valuable insights into the technological and ethical aspects of AI in Islamic secondary education. The use of AI has notably enhanced learning outcomes in Islamic education by allowing personalized learning, boosting student engagement, and streamlining feedback mechanisms. Tools like intelligent tutoring systems and educational chatbots have been widely adopted. However, challenges around data privacy, algorithmic bias, and technology access persist. Additionally, incorporating Islamic ethical values into AI-driven educational platforms presents both opportunities and challenges. Addressing these ethical implications is vital, requiring frameworks that align with Islamic principles such as maṣlaḥa (public welfare), justice, and human dignity. Education policies and teacher training programs should concentrate on promoting the responsible use of AI, ensuring it improves educational experiences while preserving ethical and cultural integrity.

Hotmarulitua Manalu; Sudarmiatin Sudarmiatin; Agus Hermawan

International Journal of Management Science and Business 2025 International Forum of Researchers and Lecturers

This study investigates the influence of financial literacy, entrepreneurship training, and financial inclusion on the performance of micro, small, and medium enterprises (MSMEs) through business sustainability. Using a systematic literature review (SLR) examines the impact of financial literacy, entrepreneurship training, and financial inclusion on MSME performance through business sustainability mediation by synthesizing empirical data from 12 research (2020–2025) across Scopus and Web of Science. Positive direct effects on sustainability (financial literacy via budgeting/risk management; training via adaptive resilience; inclusiveness via digital access) and performance metrics like profitability/growth are confirmed by results using the PRISMA 2020 flow.  Amid obstacles like financial access restrictions and COVID-19 disruptions, business sustainability appears as a crucial mediator, linking these factors to improved MSME results in developing contexts (Africa, Indonesia). Practical implications compel policymakers to give integrated literacy programs, contextual training, and inclusive finance top priority. Theoretical contributions combine financial literacy, entrepreneurial learning, and sustainability ideas into a holistic mediation model. The results highlight the importance of integrating financial education, entrepreneurial skill development, and inclusive financial systems to strengthen MSME resilience and competitiveness. This study provides practical implications for policymakers, financial institutions, and support organisations in designing effective interventions that foster sustainable business growth. The research also contributes theoretically by confirming the mediating role of business sustainability in the relationship between financial literacy, entrepreneurship training, financial inclusion, and MSME performance. Future studies may expand these insights by examining additional contextual factors such as digital technology adoption and business networking that further support sustainable MSME development.

Verra Rizki Amelia; Hilmi Satria Himawan; Aditya Rizqi Senoaji

Jurnal Publikasi Ekonomi dan Akuntansi 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study presents a meta-analysis of open-access accounting information systems (AIS) literature in Indonesia during the digital transition period of 2015-2025. The primary objective is to identify and map the taxonomy of Independent Variables (X) and Dependent Variables (Y) predominantly used in academic and practical research. Through a systematic review of 15 key accredited articles with Digital Object Identifiers (DOI), this research finds that AIS success determinants (Variable X) have evolved from purely technical factors to integrative clusters encompassing Human Capital (competence, training), Organizational (culture, management commitment), and Technological (infrastructure, internal control) aspects. Meanwhile, Dependent Variables (Y) have shifted from mere technical user satisfaction to strategic impacts such as financial report quality, operational efficiency, and MSME business performance. These findings indicate that AIS research in Indonesia is heavily influenced by public sector regulatory contexts and cloud technology adoption in the MSME sector. This report serves as a reference framework for future researchers to explore emerging variables such as artificial intelligence and cybersecurity behavior within the accounting ecosystem.

Rakei Yunardhani; Sudarmiatin Sudarmiatin; Agus Hermawan

International Journal of Entrepreneurship and Management 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Customer satisfaction has become a major focus in the development of modern services as the role of the service sector in the regional economy increases, including in the city of Balikpapan. However, the literature discussing customer satisfaction models shows conceptual and methodological fragmentation, requiring a systematic synthesis to identify theoretical patterns and current research developments. This study aims to map customer satisfaction models in the service industry through a Systematic Literature Review (SLR) approach using the PRISMA guidelines. A total of 20 articles selected from the last five years were analyzed to identify dominant constructs, methodological approaches, and relevant research trends. The review results show that customer satisfaction models have evolved from traditional service quality-based approaches to models that integrate customer experience, perceived value, trust, and digital dimensions such as personalization and AI-based services. The findings also emphasize the importance of local context, especially in the service sector in Balikpapan, where cultural factors, customer behavior, and the dynamics of city growth influence the structure of satisfaction models. Overall, this study provides a synthesis framework that can be used as a theoretical and practical foundation for designing service quality improvement strategies and developing a further research agenda in the service sector.

Wayan Arya Paramarta; Ni Ketut Laswitarni; Putu Mela Ratini

International Journal of Economics, Commerce, and Management 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The integration of Artificial Intelligence (AI) into Human Resource Management (HRM) is accelerating and reshaping how organizations attract, develop, manage, and retain talent. Despite abundant case examples and growing practitioner interest, academic findings remain fragmented regarding the antecedents (drivers), impediments (barriers), and organizational effects (outcomes) of AI-based HR transformation. This paper presents a PRISMA-guided systematic literature review of 112 peer-reviewed articles (2015–2025) to synthesize empirical and conceptual evidence on AI in HRM. Results identify three primary drivers: technological capability, strategic alignment, and a data-driven culture; three critical barriers: ethical concerns (bias, privacy, and transparency), skill and capability gaps, and resistance to change; and three outcome clusters: operational efficiency, enhanced employee experience, and elevated strategic HR contribution. We propose a socio-technical conceptual framework that models drivers moderated by barriers to outcomes, and we advance a research agenda focused on ethical governance, human–AI collaboration, capability measurement, and longitudinal evaluation. The review contributes to theory by integrating socio-technical and dynamic capability  perspectives and provides actionable guidance for HR leaders on responsible AI adoption.

Ahmad Khusairi; Sedarmayanti Sedarmayanti; Ulul Albab; Nowshin Tabassum Taheri

International Journal of Social Science and Humanity 2025 Asosiasi Penelitian dan Pengajar Ilmu Sosial Indonesia

This study analyses the challenges of digitalising registration services at Primary Healthcare Facilities (Fasilitas Kesehatan Tingkat Pertama, FKTP) in East Java, including limitations in human resources, technological infrastructure, and public digital literacy, all of which affect the satisfaction of National Health Insurance (Jaminan Kesehatan Nasional, JKN) patients. Utilising the Systematic Literature Review (SLR) methodology with the PRISMA approach, the study reviews literature from 2024–2025 sourced from databases such as Google Scholar, using keywords related to digitalisation, FKTP, and patient satisfaction. The analysis is based on the ADO (Antecedent, Decision, Outcome) framework. The findings identify three key factors: (1) Antecedents (human resource competence, infrastructure, digital literacy); (2) Decisions (human resource training, facility modernisation, public outreach); and (3) Outcomes (increased patient satisfaction through time efficiency and ease of access). The study emphasises the need to strengthen human resources, provide adequate infrastructure, and educate the public to ensure the sustainability of digital healthcare services at FKTPs in East Java.

Yulita Sirinti Pongtambing; Alif Rezky Maulana; Eliyah Acantha Manapa Sampetoding

Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi 2025 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Security in e-commerce applications is a crucial factor that significantly affects user trust. Many users often feel anxious about the confidentiality of personal data, transaction security, and the potential for misuse of information. This study is a systematic literature review (SLR) using the PRISMA model, aiming to analyze in depth the influence of security on user trust in the context of e-commerce applications. Through this review, relevant previous studies on user security and trust were identified and evaluated to provide a more comprehensive understanding. The results of the analysis show that the improvement and implementation of superior security features, including strict data protection, multi-layered authentication, and transparent and robust privacy policies, have an essential role in growing and strengthening user trust. Guaranteed security not only creates a sense of convenience during the transaction process, but it is also very effective in increasing and maintaining user loyalty to the e-commerce platform in question. Improving security can be interpreted as a strategic investment for the sustainability of digital businesses.

Mia Kusmiati; Avinash Pawar; Asep Gema Nurochmat; Hari Imbrani; M. Syahrudin +1 more

International Journal of Entrepreneurship and Management 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

The purpose of this study is to analyze the strategic role of the Green Human Resource Information System (Green HRIS) in bridging the transformation of human resource management with the demands of Environmental, Social, and Governance (ESG) principles, specifically examining how Green HRIS contributes to sustainable HR practices, organizational performance, and digital HR transformation. Using a Systematic Literature Review (SLR) approach, this study identifies, evaluates, and synthesizes prior research by conducting a structured search across major academic databases—Scopus, Web of Science, Springer, Elsevier, and Wiley—for publications from 2020 to 2025 that address green HRM, HR digitalization, sustainable HR practices, and ESG integration. The review process includes screening titles, abstracts, and full texts, extracting key data, and categorizing findings into environmental, social, and governance dimensions. The results demonstrate that Green HRIS strengthens ESG implementation by reducing paper usage, lowering carbon emissions, and promoting sustainable HR practices such as digital recruitment and e-learning, while also improving governance through enhanced transparency, accountability, regulatory compliance, and real-time reporting. Empirical evidence indicates that Green HRIS fosters employee engagement, organizational innovation, and the development of green competitive advantages. Practically, the study highlights how organizations, policymakers, and HR managers can utilize Green HRIS to optimize digital transformation and meet ESG requirements, thereby reinforcing legitimacy and long-term competitiveness within the green economy. This research offers originality as one of the first systematic reviews addressing Green HRIS in the ESG era, integrating theories such as the Resource-Based View, Technology Acceptance Model, and organizational sustainability theory, while also mapping trends, best practices, and gaps for future research.

Rianzah Munawaroh; Eni Noviani; F. Danardana Murwani; Ludi Wishnu Wardana

International Journal of Economics and Management Sciences 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This research is a Systematic Literature Review (SLR) that aims to identify, analyze, and synthesize scientific literature related to effective facilitation strategies in the context of organizational capability development and employee learning improvement. The main focus of this research is to map various forms of facilitation interventions, assess their impact on organizational capabilities such as innovation, adaptability, and efficiency, and explore the role of facilitation in strengthening organizational and individual learning mechanisms. By using an SLR approach that follows the guidelines of PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses), this study ensures transparency and replication of the study process. The results of the synthesis show that facilitation strategies contribute significantly to improving organizational capabilities through the creation of a collaborative learning environment, strengthening communication, and improving employees' adaptive skills. In addition, facilitation has been proven to support the integration of new knowledge into organizational practices, thereby strengthening competitiveness and sustainability. These findings are expected to provide evidence-based guidance for practitioners in designing effective facilitation interventions, as well as a theoretical basis for future researchers to develop studies on the relationship between facilitation, learning, and organizational capabilities.

Landreas Utama Lie; Sudarmiatin Sudarmiatin; Agus Hermawan

International Journal of Management and Strategic Business Leadership 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to systematically review the determinants of innovative work behavior in MSMEs in the digital era in Indonesia. The research method uses Systematic Literature Review (SLR) with the design of the PRISMA framework. The data sources used were obtained from various databases of quality scientific publications including emerald, taylor and francis, springerlink, and sciencedirect, with a time range from 2020 to 2025. A total of 15 international scientific articles published in the period were analyzed for further identification of the main trends, main topics, and research directions. The results of the study show that the results of the study show that three main components consist of Innovative Work Behavior Determinants (PKI) in Micro, Small, and Medium Enterprises (MSMEs) in the modern era: Organizational/Interpersonal Factors, Leadership Factors, and Individual Factors. This Systematic Review serves as a comprehensive summary of evidence that collectively corroborates individual findings, increases confidence in applicable practices, and directs MSME strategies to ensure survival and competitive advantage amid the challenges of the digital age.

Albertaadinata Albertaadinata; Sudarmiatin Sudarmiatin; Agus Hermawan

International Journal of Economics and Management Sciences 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study conducts a Systematic Literature Review (SLR) to examine how key dimensions of digital service quality—namely system quality, ease of use, perceived value, and payment availability—shape customer loyalty among Generation Z culinary consumers, with customer satisfaction functioning as the mediating variable. Bibliometric mapping reveals that previous studies have predominantly focused on Millennials and Gen Y and have emphasized traditional service quality rather than digital service performance, indicating a significant research gap in Gen Z–specific digital consumption behavior. The SLR findings show that fast, secure, stable, and user-friendly digital systems strongly influence perceived value and user satisfaction, while the availability of digital payments such as QRIS and e-wallets enhances seamless transactional experiences. Customer satisfaction emerges as the primary psychological mechanism mediating the relationship between digital service quality and Gen Z loyalty, reflected in repeat purchases, positive word of mouth, and emotional attachment to digital culinary platforms. This study contributes theoretically by addressing existing research gaps and proposing a conceptual model of Gen Z loyalty grounded in digital experience.

Muhammad Tody Arsyianto; Sudarmiatin Sudarmiatin; Agus Hermawan

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

Research on digital payment systems has grown rapidly over the past decades; however, comprehensive and in‑depth studies that synthesize existing empirical findings remain limited. This study aims to conduct a systematic literature review and bibliometric analysis on digital payment research based on empirical publications indexed in Scopus. Using the keyword “Digital Payment” in the article title, abstract, and keywords, a total of 485 documents published between 1989 and 2025 were identified. The evaluation was conducted on November 30, 2025, and the collected data were analyzed using bibliometric techniques with VOSviewer software. The findings reveal a significant surge in digital payment research beginning in 2016, with its peak occurring during 2023–2025, in line with the accelerating digital economic transformation worldwide. Knowledge production has shifted toward emerging economies—particularly India, Indonesia, and Malaysia—supported by dense inter‑institutional and inter‑author collaboration networks. Research themes have expanded beyond technical payment system aspects to interdisciplinary issues involving technology, finance, financial inclusion, human behavior, public policy, and the application of machine learning for security and system optimization. Journal sources, affiliations, authors, and keyword analyses confirm that digital payments have become essential infrastructure for the modern economy and a rich empirical domain for advanced studies on financial stability, consumer protection, regulation, and digital financial innovation.

Juan Agustino Parulian Sitohang; Miska Irani Br Tarigan; Theresa Sisilia Situmorang

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

This study investigates the role of knowledge management (KM) capabilities in enhancing managerial decision-making within organizational settings. Using a systematic review approach, ten peer-reviewed journals published between 2019 and 2024 were analyzed to identify key themes, patterns, and empirical findings related to knowledge management implementation and its influence on decision-making processes. The review reveals that strong knowledge management capabilities particularly in knowledge acquisition, storage, sharing, and utilization significantly contribute to improving the accuracy, speed, and strategic quality of managerial decisions. The findings also show that organizations with well-developed knowledge management infrastructures, supported by digital technologies and a culture of knowledge sharing, demonstrate greater adaptability, innovation, and problem-solving effectiveness. This study concludes that knowledge management capabilities are essential for strengthening evidence-based decision-making and enhancing organizational competitiveness. Implications for managers emphasize the need to invest in knowledge management systems and foster collaborative knowledge practices. Suggestions for future research include expanding the scope to cross-industry comparisons and integrating knowledge management with emerging technologies such as AI-based decision support systems..

Novi Yulianti; Susanti Susanti

Jurnal Inovasi Riset Ilmu Kesehatan 2025 Pusat Riset dan Inovasi Nasional

Leadership management plays a crucial role in developing nursing career paths in hospitals. An effective career path system not only enhances nurses' competence and professionalism but also contributes to job satisfaction and retention. However, scientific evidence regarding the influence of leadership management on nurses' career paths remains scattered and shows varying findings. This systematic review aims to synthesize scientific evidence related to the influence of leadership management on nursing career path development in hospitals. This study used a systematic review design following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines. A literature search was conducted through PubMed and Google Scholar for articles published between 2015 and 2024. Articles were selected based on inclusion and exclusion criteria, resulting in 13 articles for analysis. Data synthesis was conducted using a thematic synthesis approach. The review identified five main themes: leadership style, managerial support, organizational systems and policies, the impact of career paths, and barriers to implementation. Transformational and participatory leadership has been reported to have a positive influence on nurses' career development. Managerial support through coaching, mentoring, and ongoing training strengthens career readiness, increases job satisfaction, and reduces nurse turnover intentions. Leadership management has a significant influence on nursing career development in hospitals. Integrating effective leadership with a clear and transparent career development system is necessary to enhance professionalism, job satisfaction, and the sustainability of the nursing workforce.

Aida Dwipriwanti; Sarah Sakiran Salsabila; Sudarmiatin Sudarmiatin; Mokhammad Nuruddin Zanky

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

This study aims to systematically review various studies that discuss the role of entrepreneurship education in developing students’ entrepreneurial spirit at the Senior High School (SMA) and Vocational High School (SMK) levels. The method used is the Systematic Literature Review (SLR), guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). The reviewed articles cover publications from 2019 to 2025. Based on the selection of 20 scientific articles, the findings indicate that entrepreneurship education plays an important role in enhancing students’ creativity, innovation, self-confidence, and independence. The most effective learning strategies include project-based learning, business simulations, and collaboration with the industrial sector. In addition, teachers play a crucial role as facilitators in fostering an entrepreneurial mindset. The challenges identified include limited resources, insufficient teacher training, and suboptimal school policy support. Overall, entrepreneurship education has been proven to make a significant contribution to shaping entrepreneurial character and preparing students to face the challenges of the workforce.

Syahregina Alyuvany; Dwiyani Pratiwi; Sunusi Dauda

International Journal of Multilingual Education and Applied Linguistics 2025 Asosiasi Periset Bahasa Sastra Indonesia

Digital storytelling (DST) refers to the merging of storytelling with digital media to address educational needs, such as communication, self-expression, and language acquisition, particularly writing skills. Writing has a significant role in students’ lifelong learning. Hence, teachers constantly seek novel ways to enhance students’ writing skills. To address the research question on describing the role of digital storytelling (DST) as an effective strategy in enhancing students’ writing skills and its opportunities and challenges, this paper provides a systematic review of several studies on Google Scholar and ERIC. The methodology employed in this paper was a Systematic Literature Review (SLR) with a qualitative approach, commonly referred to as meta-synthesis. The findings demonstrate that digital storytelling (DST) can be used as an effective strategy by teachers in enhancing students’ writing skills. Most of the authors of these research papers have presented empirical evidence supporting the benefits of integrating digital storytelling (DST) in the classroom to enhance students' writing more effectively.

Fadhli Rahman Fauzi; Maslichah Mafruchati

JURNAL RISET RUMPUN ILMU HEWANI 2025 Pusat riset dan Inovasi Nasional

Dysregulation of the immune system is associated with many medical conditions, including: Cardiovascular disease, diabetes, cancer. Most popular model today. In biomedical research, rodents, despite the many advantages they offer, there are also many drawbacks to its use. Recently, another in vivo model, the chicken Embryos and their chorioallantoic membranes are resurfaced for a variety of uses. This model includes cost-effectiveness, time-efficiency, Easier to use. This review describes how to use chicken embryos. As a model for immune-based research because it gradually develops the embryonic immune system, Systems functionally similar to humans. This study examined mainly intended to describbe the immune system of birds, highlighting the differences and similarities with the human immune system A system containing a repertoire of lymphoid tissue, immune cells, and other important functions. A literature search was carried out systematically through the PubMed, NCBI, Google Scholar databases using keywords, namely, “Chicken embryo model, Perspective, Novel and relevant models Immunity, based research”. Based on these keywords, 21350 articles were obtained and 50 articles that meet the inclusion and exclusion criteria were selected. Those helped to describe general in-ovo immune ontogeny. Future studies are suggested to better tailor the use of chicken embryo models for testing carrying out specific experimental hypotheses or preclinical studies.

Fadhli Rahman Fauzi; Maslichah Mafruchati

JURNAL RISET RUMPUN ILMU HEWANI 2025 Pusat riset dan Inovasi Nasional

Environmental stress can affect the development of the embryo, including causing the death of the embryo. Environmental factors that can cause stress include salinity and zinc sulfate, zinc sulphate is a trace element and can affect embryonic development. The purpose of this study was to analyze the environment in Chicken embryonic development. A literature search was carried out systematically through the PubMed, NCBI, Google Scholar databases using keywords, namely, “heat, stress, embryo, chicken”. Based on these keywords, the articles obtained were first selected by setting several inclusion criteria. Articles that do not meet the inclusion criteria are eliminated, and articles that meet the criteria will be analysed to obtain data. Based on the search results 21326 articles were obtained, and 21 articles that meet the inclusion criteria were selected. The result above also showed that heat stress give impact to development of embryo. From the results of the research conducted, it can be concluded that the environment has an impact on the development of the embryo. Further studies are needed, especially those related to other types of stress that can affect embryonic development in various types of animals.

Andi Ibbar; A Muhammad Fadli Mappisabbi

International Journal of Management and Digital Sciences 2025 International Forum of Researchers and Lecturers

Performance-based management (PBM) has emerged as a critical strategic approach for enhancing organizational productivity in contemporary business environments. This systematic review examines the theoretical frameworks, implementation strategies, and empirical evidence regarding PBM systems and their impact on organizational performance from 2020 to 2025. Through analysis of peer-reviewed literature, this article identifies key mechanisms through which performance management systems influence productivity outcomes, explores organizational challenges in implementation, and proposes evidence-based recommendations for practitioners. The findings suggest that effectively designed and implemented PBM systems, when aligned with organisational strategy, employee development, and stakeholder engagement, significantly contribute to improved productivity metrics. However, success depends on comprehensive change management, adequate resource allocation, and continuous system refinement. This review provides both theoretical insights and practical guidance for organizations seeking to optimize their performance management approaches.