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Efficiency Analysis Based on Two-Stage Undesirable Dynamic SBM Model
1Institute of Technology Management, National Tsing Hua University, No. 101, Section 2, Kuang-Fu Road, East District, Hsinchu, 300044, Taiwan.
This study introduces a new model to assess air pollution
Area of Science:
- Environmental Health
- Public Health
- Epidemiology
Background:
- Smoking is a known lung cancer risk factor, but air pollution's impact is understudied, especially in Asia.
- Existing research on pollution and lung cancer often uses outdated static models.
- Limited studies evaluate the efficiency of pollution control concerning lung cancer in Asian regions.
Purpose of the Study:
- To analyze the efficiency relationship between air pollution and lung cancer using a novel dynamic model.
- To evaluate
- production and environment efficiency
- and
- life health and well-being efficiency
- in Taiwan.
- To address the research gap on pollution-related lung cancer efficiency in Asia.
Main Methods:
- Application of a Two-stage Undesirable Dynamic Slack-Based Model (SBM).
- Utilized 22 counties and cities in Taiwan as Decision Making Units (DMUs).
- Systematic evaluation of two distinct efficiency stages.
Main Results:
- The study provides the first efficiency analysis of air pollution and lung cancer in Taiwan using a dynamic SBM.
- Identified efficiency variations across different regions concerning pollution and lung cancer.
- Established an analytical framework for policy relevance.
Conclusions:
- The novel dynamic model offers a robust method for assessing pollution-environment-health linkages.
- Empirical evidence supports targeted government interventions for precision health.
- Findings contribute to achieving Sustainable Development Goals (SDG 3 and SDG 11).
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