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Advanced Content Analysis: Can Artificial Intelligence Accelerate Theory-Driven Complex Program Evaluation?

Abstract
This pilot study tests the applicability, usefulness, and added value of using AI for advanced theory-based content analysis within the framework of IEG’s thematic evaluations. Using a set of interventions associated with the World Bank’s chronic malnutrition and stunted growth portfolio, the paper assesses the efficiency gains generated by AI-assisted content analysis in labeling and classifying text according to an outcome-based conceptual framework.
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Franzen, Samuel; Quang, Cuong; Schweizer, Lukas; Budzier, Alexander; Hrstich, Peter; Reissfelder, Stéphane; Gold, Jenny; Vellez, Mercedes; Ramirez, Santiago; Raimondo, Estelle. 2022. Advanced Content Analysis: Can Artificial Intelligence Accelerate Theory-Driven Complex Program Evaluation?. © World Bank. http://hdl.handle.net/10986/37117 License: CC BY 3.0 IGO.
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