aes24 International Evaluation Conference

Authors: Ethel Karskens (Clear Horizon)

This presentation covers the strategic integration of Artificial Intelligence (AI) methodologies for qualitative data analysis in evaluation processes. The increasing demand for sophisticated analytical tools necessitates a deep dive into AI's transformative potential in streamlining qualitative analysis. Through practical demonstrations and case studies, this session showcases how AI technologies can efficiently tackle the complexities of analysing qualitative data. Attendees will acquire actionable insights into leveraging AI to augment the efficiency and accuracy of qualitative analysis, empowering them to navigate the evolving landscape of evaluation methodologies.

Additionally, the presentation conducts a comprehensive comparative analysis of major AI models available in the market. By delineating their unique strengths and functionalities, participants will gain invaluable discernment in selecting the most appropriate AI model tailored to their evaluation objectives.

Moreover, the session delves into robust quality assurance (QA) strategies for validating AI-generated outputs, emphasising the essential role of evaluators as integral stakeholders in the analysis process. Attendees will explore techniques for seamlessly integrating human expertise with AI capabilities to refine and validate analysis outcomes. We will also explore ways to do this in a way that respects common data privacy laws and policies. By fostering a symbiotic relationship between AI technologies and human evaluators, this presentation underscores the importance of collaborative synergy in optimising evaluation efficacy.

In conclusion, this presentation offers a comprehensive exploration of the transformative potential of AI in qualitative data analysis within evaluation contexts. Attendees will depart equipped with actionable strategies and insights to harness AI's power effectively, elevating the quality and efficiency of their evaluation processes to new heights.