Measuring Human Capital with Social Media Data and Machine Learning
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- Martina Jakob, Konstantin Buechel, Daniel Steffen, Aymo Brunetti, 2023. "Participatory Teaching Improves Learning Outcomes: Evidence from a Field Experiment in Tanzania," Diskussionsschriften dp2310, Universitaet Bern, Departement Volkswirtschaft.
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More about this item
Keywords
machine learning; social media data; education; human capital; indicators; natural language processing;All these keywords.
JEL classification:
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General
- O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
- O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
- I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
- I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2023-05-22 (Big Data)
- NEP-CMP-2023-05-22 (Computational Economics)
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