TY - CHAP
T1 - Global perspectives
T2 - Comparative child protection laws across countries
AU - Rawat, Anjali
AU - Samson Arun Raj, A.
AU - Richmond, Janet Olivia
AU - Rajavat, Anand
AU - González-Torres, Antonio
AU - Bhardwaj, Purvee
N1 - Publisher Copyright:
© 2026 by IGI Global Scientific Publishing. All rights reserved.
PY - 2025/7/17
Y1 - 2025/7/17
N2 - This study presents a comparative evaluation of child protection laws worldwide, focusing on their effectiveness in preventing abuse, neglect, and exploitation. Drawing from the 2024 Global Child Protection Law Dataset, which includes legal data from over 100 nations, the research examines variables such as age limits, abuse penalties, child welfare structures, and international treaty participation. Using Quantitative Comparative Analysis (QCA), the study assesses legal strength through criteria like enforcement, scope, and public outreach. Machine learning techniques, specifically Random Forest and Support Vector Machine models, classify and rank countries based on the robustness of their child protection frameworks. Findings reveal that countries with comprehensive laws and strong enforcement average an 85.7% effectiveness rate, while those with weaker systems average 62.3%. The research underscores global disparities and offers evidence-based recommendations for legal and policy reform.
AB - This study presents a comparative evaluation of child protection laws worldwide, focusing on their effectiveness in preventing abuse, neglect, and exploitation. Drawing from the 2024 Global Child Protection Law Dataset, which includes legal data from over 100 nations, the research examines variables such as age limits, abuse penalties, child welfare structures, and international treaty participation. Using Quantitative Comparative Analysis (QCA), the study assesses legal strength through criteria like enforcement, scope, and public outreach. Machine learning techniques, specifically Random Forest and Support Vector Machine models, classify and rank countries based on the robustness of their child protection frameworks. Findings reveal that countries with comprehensive laws and strong enforcement average an 85.7% effectiveness rate, while those with weaker systems average 62.3%. The research underscores global disparities and offers evidence-based recommendations for legal and policy reform.
UR - https://www.scopus.com/pages/publications/105014134764
U2 - 10.4018/979-8-3373-5132-2.ch007
DO - 10.4018/979-8-3373-5132-2.ch007
M3 - Capítulo
AN - SCOPUS:105014134764
SN - 9798337351322
SP - 133
EP - 153
BT - Child Protection Laws and Crime in the Digital Era
PB - IGI Global
ER -