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

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 m...

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Main Authors:	Franzen, Samuel, Quang, Cuong, Schweizer, Lukas, Budzier, Alexander, Hrstich, Peter, Reissfelder, Stéphane, Gold, Jenny, Vellez, Mercedes, Ramirez, Santiago, Raimondo, Estelle
Format:	Working Paper
Language:	English
Published:	World Bank, Washington, DC 2022
Subjects:	COMPLEX PROGRAM EVALUATION DEVELOPMENT EVALUATION CHALLENGES THEORY-DRIVEN EVALUATION AUTOMATE CONTENT ANALYSIS AUTOMATE QUALITATIVE SYNTHESIS MACHINE LEARNING ARTIFICIAL INTENNIGENCE (AI)
Online Access:	http://documents.worldbank.org/curated/en/400031645128516191/Advanced-Content-Analysis-Can-Artificial-Intelligence-Accelerate-Theory-Driven-Complex-Program-Evaluation http://hdl.handle.net/10986/37117

id	okr-10986-37117
recordtype	oai_dc
spelling	okr-10986-371172022-03-10T05:10:39Z Advanced Content Analysis : Can Artificial Intelligence Accelerate Theory-Driven Complex Program Evaluation? Franzen, Samuel Quang, Cuong Schweizer, Lukas Budzier, Alexander Hrstich, Peter Reissfelder, Stéphane Gold, Jenny Vellez, Mercedes Ramirez, Santiago Raimondo, Estelle COMPLEX PROGRAM EVALUATION DEVELOPMENT EVALUATION CHALLENGES THEORY-DRIVEN EVALUATION AUTOMATE CONTENT ANALYSIS AUTOMATE QUALITATIVE SYNTHESIS MACHINE LEARNING ARTIFICIAL INTENNIGENCE (AI) 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. 2022-03-09T21:38:59Z 2022-03-09T21:38:59Z 2022 Working Paper http://documents.worldbank.org/curated/en/400031645128516191/Advanced-Content-Analysis-Can-Artificial-Intelligence-Accelerate-Theory-Driven-Complex-Program-Evaluation http://hdl.handle.net/10986/37117 English CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo World Bank World Bank, Washington, DC Publications & Research :: Departmental Working Paper
repository_type	Digital Repository
institution_category	Foreign Institution
institution	Digital Repositories
building	World Bank Open Knowledge Repository
collection	World Bank
language	English
topic	COMPLEX PROGRAM EVALUATION DEVELOPMENT EVALUATION CHALLENGES THEORY-DRIVEN EVALUATION AUTOMATE CONTENT ANALYSIS AUTOMATE QUALITATIVE SYNTHESIS MACHINE LEARNING ARTIFICIAL INTENNIGENCE (AI)
spellingShingle	COMPLEX PROGRAM EVALUATION DEVELOPMENT EVALUATION CHALLENGES THEORY-DRIVEN EVALUATION AUTOMATE CONTENT ANALYSIS AUTOMATE QUALITATIVE SYNTHESIS MACHINE LEARNING ARTIFICIAL INTENNIGENCE (AI) Franzen, Samuel Quang, Cuong Schweizer, Lukas Budzier, Alexander Hrstich, Peter Reissfelder, Stéphane Gold, Jenny Vellez, Mercedes Ramirez, Santiago Raimondo, Estelle Advanced Content Analysis : Can Artificial Intelligence Accelerate Theory-Driven Complex Program Evaluation?
description	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.
format	Working Paper
author	Franzen, Samuel Quang, Cuong Schweizer, Lukas Budzier, Alexander Hrstich, Peter Reissfelder, Stéphane Gold, Jenny Vellez, Mercedes Ramirez, Santiago Raimondo, Estelle
author_facet	Franzen, Samuel Quang, Cuong Schweizer, Lukas Budzier, Alexander Hrstich, Peter Reissfelder, Stéphane Gold, Jenny Vellez, Mercedes Ramirez, Santiago Raimondo, Estelle
author_sort	Franzen, Samuel
title	Advanced Content Analysis : Can Artificial Intelligence Accelerate Theory-Driven Complex Program Evaluation?
title_short	Advanced Content Analysis : Can Artificial Intelligence Accelerate Theory-Driven Complex Program Evaluation?
title_full	Advanced Content Analysis : Can Artificial Intelligence Accelerate Theory-Driven Complex Program Evaluation?
title_fullStr	Advanced Content Analysis : Can Artificial Intelligence Accelerate Theory-Driven Complex Program Evaluation?
title_full_unstemmed	Advanced Content Analysis : Can Artificial Intelligence Accelerate Theory-Driven Complex Program Evaluation?
title_sort	advanced content analysis : can artificial intelligence accelerate theory-driven complex program evaluation?
publisher	World Bank, Washington, DC
publishDate	2022
url	http://documents.worldbank.org/curated/en/400031645128516191/Advanced-Content-Analysis-Can-Artificial-Intelligence-Accelerate-Theory-Driven-Complex-Program-Evaluation http://hdl.handle.net/10986/37117
_version_	1764486451280478208

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

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