Assessing Urban Sustainable Competitiveness and Happiness From the Perspective of Socio‐Economic Environment

ABSTRACT This study examines the sustainable competitiveness of Taiwan's 22 counties and cities between 2016 and 2020. We develop and apply a parallel dynamic two‐stage slacks‐based measure data envelopment analysis framework that integrates Shannon entropy to measure sustainability performance across social, economic, and environmental dimensions, and to evaluate how effectively these outcomes translate into residents' quality of life. Our approach consolidates multiple indicators into subsystem‐specific measures while directionally adjusting for undesirable outputs—such as pollution, waste, and crime—thus ensuring that efficiency estimates fully reflect these critical constraints. The results reveal that persistent inefficiency in the economic subsystem represents the main barrier to sustainable competitiveness. In contrast, environmental governance and social inclusion exhibit a stronger, more direct relationship with well‐being. Spatial regression models further indicate that differences in quality of life are primarily explained by local governance capacity, with limited spillover effects from neighboring regions. A striking finding is that smaller, less industrialized jurisdictions frequently outperform major metropolitan areas, indicating that sustainable competitiveness stems not from administrative scale, but from balanced advancement across all sustainability domains. This study provides an integrated and methodologically consistent framework that helps clarify the linkages between sustainability performance and well‐being. The findings provide empirically grounded insights that can help policymakers promote urban sustainability and contribute to achieving the UN Sustainable Development Goals.

Authors

Institutions

Publication Details

Journal
Review of Development Economics
Published
2026-09-22
DOI
https://doi.org/10.1111/rode.70218
Primary Topic
Efficiency Analysis Using DEA
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Assessing Urban Sustainable Competitiveness and Happiness From the Perspective of Socio‐Economic Environment

Yung‐ho Chiu, Shih‐Yung Chiu, Hui-Chen Chien, Hsiu‐Chen Huang
Review of Development Economics
Efficiency Analysis Using DEA
article

Assessing Urban Sustainable Competitiveness and Happiness From the Perspective of Socio‐Economic Environment

Yung‐ho Chiu, Shih‐Yung Chiu, Hui-Chen Chien, Hsiu‐Chen Huang
article en

Abstract

ABSTRACT This study examines the sustainable competitiveness of Taiwan's 22 counties and cities between 2016 and 2020. We develop and apply a parallel dynamic two‐stage slacks‐based measure data envelopment analysis framework that integrates Shannon entropy to measure sustainability performance across social, economic, and environmental dimensions, and to evaluate how effectively these outcomes translate into residents' quality of life. Our approach consolidates multiple indicators into subsystem‐specific measures while directionally adjusting for undesirable outputs—such as pollution, waste, and crime—thus ensuring that efficiency estimates fully reflect these critical constraints. The results reveal that persistent inefficiency in the economic subsystem represents the main barrier to sustainable competitiveness. In contrast, environmental governance and social inclusion exhibit a stronger, more direct relationship with well‐being. Spatial regression models further indicate that differences in quality of life are primarily explained by local governance capacity, with limited spillover effects from neighboring regions. A striking finding is that smaller, less industrialized jurisdictions frequently outperform major metropolitan areas, indicating that sustainable competitiveness stems not from administrative scale, but from balanced advancement across all sustainability domains. This study provides an integrated and methodologically consistent framework that helps clarify the linkages between sustainability performance and well‐being. The findings provide empirically grounded insights that can help policymakers promote urban sustainability and contribute to achieving the UN Sustainable Development Goals.

Review of Development Economics
Soochow University (TW), Environmental Protection Administration (TW)
Reduced inequalities
Openalex Percentile: Top 7%
Efficiency Analysis Using DEA
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Assessing Urban Sustainable Competitiveness and Happiness From the Perspective of Socio‐Economic Environment — Yung‐ho Chiu, Shih‐Yung Chiu, et al. · Review of Development Economics (2026) | TGRS Research Map | TGRS