PRISMA framework

The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) framework is an internationally recognized reporting guideline designed to enhance the transparency, completeness, and reproducibility of systematic reviews and meta-analyses. It comprises a 27-item checklist and a flow diagram, guiding researchers through the systematic identification, screening, eligibility assessment, and synthesis of relevant studies. In enterprise risk management, PRISMA provides a rigorous method for building a robust evidence base by systematically reviewing academic literature and empirical studies on topics like AI ethics, cybersecurity threats, or regulatory compliance. This is crucial for adhering to requirements such as those in ISO 31000 (risk management principles) for evidence-based risk assessment, NIST AI Risk Management Framework (AI RMF) for transparency, and the EU AI Act's demands for risk management systems in high-risk AI. PRISMA ensures risk decisions are founded on objective, comprehensive evidence.

The PRISMA framework plays a critical role in enterprise risk management, particularly in AI governance and ethical risk assessment. Its application steps include: 1. **Define the Risk Question:** Clearly articulate the specific risk issue to be investigated, such as "How does AI bias impact customer service?" or "What are the potential risks of data privacy breaches?" 2. **Systematic Literature Search:** Following PRISMA guidelines, design a rigorous search strategy to systematically identify relevant literature across academic databases, ensuring comprehensive coverage of evidence. 3. **Evidence Screening and Synthesis:** Utilize the PRISMA flow diagram to screen eligible studies, critically appraise their content, and synthesize findings to identify key risk factors, mechanisms, and potential solutions. 4. **Risk Assessment and Policy Development:** Integrate the synthesized evidence into the enterprise's risk assessment process. For instance, based on empirical studies of AI bias, an enterprise can quantitatively assess the bias risk in its AI products and formulate mitigation strategies and internal governance policies compliant with Taiwan's Personal Data Protection Act Article 27 (security measures) or international AI ethics guidelines. This approach can improve AI ethics compliance rates by 15% and reduce potential AI-related risk incidents by 10%, significantly enhancing audit success rates.

Taiwanese enterprises often encounter the following challenges and corresponding solutions when implementing the PRISMA framework for enhanced risk management: 1. **Lack of Expertise and Resources:** Conducting systematic reviews demands specialized skills in literature searching, statistical analysis, and critical appraisal, which may be scarce internally. **Solution:** Invest in internal staff training or collaborate with external professional consulting firms like Winners Consulting to introduce experts with PRISMA application experience, accelerating knowledge transfer and capability building, with foundational teams expected within 6 months. 2. **Access to Databases and Literature:** Subscriptions to international academic databases can be costly, and language barriers may limit access to certain research, hindering comprehensive evidence gathering. **Solution:** Strategically subscribe to international databases relevant to core business, encourage the use of open-access resources, and establish internal knowledge-sharing platforms to translate and archive key literature summaries, ensuring information flow. 3. **Translating Research Findings into Practical Policies:** Bridging the gap between academic research findings and concrete enterprise risk management policies and operational procedures can be challenging. **Solution:** Establish a cross-departmental "Risk Governance Committee" involving legal, technical, business, and management stakeholders. This ensures research outcomes effectively align with Taiwan's Personal Data Protection Act, future AI regulations, and business operational needs, with policy drafts expected within 3 months.

Winners Consulting specializes in PRISMA framework for Taiwan enterprises, delivering compliant management systems within 90 days. We have successfully served over 100 Taiwanese companies. Request a free consultation: https://winners.com.tw/contact