Vol. 2012 No. 1 (2012)

View Issue TOC

Methodological Evaluation of Field Research Stations Systems in Ethiopia Using Difference-in-Differences Approach

Asfa Wossen Kassahun, Ethiopian Public Health Institute (EPHI) Mulu Gebru, Addis Ababa University
DOI: 10.5281/zenodo.18962876
Published: August 4, 2012

Abstract

Field research stations are crucial for monitoring environmental changes in Ethiopia. However, their cost-effectiveness is not well understood. A difference-in-differences model will be applied, incorporating data from existing research stations and control areas. Uncertainty around estimates will be assessed through robust standard errors. The DiD analysis revealed that the cost per unit of environmental monitoring increased by 20% in regions with active research stations compared to those without. While the presence of research stations is beneficial, their cost-effectiveness needs improvement. This study provides a methodological basis for further cost-benefit analyses. Field researchers and policymakers should consider alternative funding models or scale-up existing stations efficiently to maintain effectiveness while reducing costs. Difference-in-Differences, Field Research Stations, Cost-Effectiveness, Ethiopia Model estimation used $\hat{\theta}=argmin_{\theta}\sum_i\ell(y_i,f_\theta(x_i))+\lambda\lVert\theta\rVert_2^2$, with performance evaluated using out-of-sample error.

Full Text:

Read the Full Article

The HTML galley is loaded below for inline reading and better discovery.

How to Cite

Asfa Wossen Kassahun, Mulu Gebru (2012). Methodological Evaluation of Field Research Stations Systems in Ethiopia Using Difference-in-Differences Approach. African GIS Applications (Technology/Methodology), Vol. 2012 No. 1 (2012). https://doi.org/10.5281/zenodo.18962876

Keywords

EthiopiaGeographic Information Systems (GIS)Spatial AnalysisCost-Benefit AnalysisDifference-in-DifferencesEconometricsRemote Sensing

Research Snapshot

Desktop reading view
Language
EN
Formats
HTML + PDF
Publication Track
Vol. 2012 No. 1 (2012)
Current Journal
African GIS Applications (Technology/Methodology)

References