Vol. 2002 No. 1 (2002)

View Issue TOC

Methodological Evaluation of Regional Monitoring Networks in Senegal Using Difference-in-Differences for Risk Reduction Measurement

Toumani Sow, African Institute for Mathematical Sciences (AIMS) Senegal Amadou Ndiaye, Department of Data Science, African Institute for Mathematical Sciences (AIMS) Senegal Diop Diallo, African Institute for Mathematical Sciences (AIMS) Senegal
DOI: 10.5281/zenodo.18752735
Published: January 13, 2002

Abstract

This study focuses on evaluating regional monitoring networks in Senegal, aiming to assess their effectiveness in reducing risks within the country's media and communication sectors. The study employs a difference-in-differences (DiD) econometric approach, leveraging pre- and post-intervention data from Senegal's regional monitoring networks to estimate the causal effects of network implementation on risk reduction outcomes. A specific proportion—approximately 20%—of monitored risks showed significant reductions after the introduction of the regional monitoring systems, indicating a positive impact on risk management. The DiD model demonstrates that the regional monitoring networks contribute to effective risk reduction in Senegal's media and communication sectors, offering robust evidence for policy recommendations. Based on these findings, it is recommended that further investments be directed towards expanding and improving existing regional monitoring systems to enhance their impact on risk management. 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

Toumani Sow, Amadou Ndiaye, Diop Diallo (2002). Methodological Evaluation of Regional Monitoring Networks in Senegal Using Difference-in-Differences for Risk Reduction Measurement. African Communication Policy (Media/Policy/Social), Vol. 2002 No. 1 (2002). https://doi.org/10.5281/zenodo.18752735

Keywords

Sub-SaharanAfricaMonitoringNetworksSystemsDifference-in-DifferencesRandomizedControl Trials

Research Snapshot

Desktop reading view
Language
EN
Formats
HTML + PDF
Publication Track
Vol. 2002 No. 1 (2002)
Current Journal
African Communication Policy (Media/Policy/Social)

References