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...
Main Authors: | , , , , , , , , , |
---|---|
Format: | Working Paper |
Language: | English |
Published: |
World Bank, Washington, DC
2022
|
Subjects: | |
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 |