환경보건지표를 이용한 지역 환경보건수준 평가 사례연구
A Case Study on the Evaluation of Environmental Health Status based on Environmental Health Indicators
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초록
Objectives: This study was conducted to assess environmental health status on a local scale using environmentalhealth-related indicators. It demonstrated the possibility of using a structural equation model, a methodologicalapproach to provide synthesized information. Methods: Eighteen indicators were selected from official statistical data published by local governments. Eachenvironmental health-related indicator was classified according to the PSR (pressure-state-response) model. Aggregation methods were performed using principal component analysis and fuzzy sets. Results: The five principal components were classified through principal component analysis (PCA) andobtained eigenvalues >1.0 from the initial 18 indicators. The aggregated index was obtained by condensing theoriginal information into two broad and simple categories through fuzzy sets. Conclusion: This could be useful in that the aggregation procedure may provide a basis for establishingenvironmental health policies and a decision-making process. However, the availability and quality of indicators,assessment of aggregation method bias, choice of weighted scores for indicators, and other factors should beexamined in future studies.
Abstract
Objectives: This study was conducted to assess environmental health status on a local scale using environmentalhealth-related indicators. It demonstrated the possibility of using a structural equation model, a methodologicalapproach to provide synthesized information. Methods: Eighteen indicators were selected from official statistical data published by local governments. Eachenvironmental health-related indicator was classified according to the PSR (pressure-state-response) model. Aggregation methods were performed using principal component analysis and fuzzy sets. Results: The five principal components were classified through principal component analysis (PCA) andobtained eigenvalues >1.0 from the initial 18 indicators. The aggregated index was obtained by condensing theoriginal information into two broad and simple categories through fuzzy sets. Conclusion: This could be useful in that the aggregation procedure may provide a basis for establishingenvironmental health policies and a decision-making process. However, the availability and quality of indicators,assessment of aggregation method bias, choice of weighted scores for indicators, and other factors should beexamined in future studies.
참고문헌 (27)
- Morris GP, "Getting strategic about the environment and health", Public Health, 120, pp.889~907 (2006)
- Towards a Comprehensive Framework for Environmental Statistics: A Stressresponse Approach. Statistics Canada, "Rapport D", Minister of Supply and Services Canada, ~ (1979)
- Linkage Methods for Environment and Health Analysis:General guidelines. A report of the Health and Environment Analysis for Decision-making (HEADLAMP) Project, "Corvalán C", World Health Organization, 19~53 (1996)
- A Study of Evaluation Methods for Environmental Health in the Local Community(I), "National Institute of Environmental Research", ~ (2008)
- A Study of Evaluation Methods for Environmental Health in the Local Community(?), "National Institute of Environmental Research", ~ (2009)
- A Study of Evaluation Methods for Environmental Health in the Local Community(III), "National Institute of Environmental Research", ~ (2010)
- A Study of Review and Development Environmental Health Indicators, "National Institute of Environmental Research", ~ (2010)
- A Study on Environmental Health Assessment of National and Local scale(I), "National Institute of Environmental Research", ~ (2011)
- A Study on Environmental Health Assessment of National and Local scale(II), "National Institute of Environmental Research", ~ (2012)
- A Study on Environmental Health Assessment of National and Local scale(III), "National Institute of Environmental Research", ~ (2013)
- A Study on Environmental Health Assessment of National and Local scale(IV), "National Institute of Environmental Research", ~ (2014)
- Wcislo E, "Indicator-Based Assessment of Environmental Hazards and Health Effects in the Industrial Cities of Silesia, Poland", Environmental Health Perspectives, 110(11), pp.1133~1140 (2002)
- Clerici N, "Sustainability at the Local Scale: Defining Highly Aggregated Indices for Assessing Environmental Performance. The Province of Reggio Emilia(Italy) as a Case Study", Environmental Management, 34(4), pp.590~608 (2004)
- Heo SK, "Study of Environmental Health Problems in Korea Using Integrated Environmental Health Indicators", International Journal Environmental Research Public Health, 10, pp.3140~3156 (2013)
- Statistics Korea, "Korea Statistics Yearbook" (2011)
- The Ministry of Environment, Korea, "Environmental Statistics Yearbook" (2011)
- "Annual report of ambient air quality in Korea" (2011)[URL]
- "Air pollutants emission (1999–2010)"[URL]
- Jolliffe I., "Principal component analysis" (2002), John Wiley & Sons, Ltd
- Abdi H, "Principal component analysis", Wiley Interdisciplinary Reviews: Computational Statistics, 2(4), pp.433~459 (2010)
- Zadeh LA., "Fuzzy sets", Information and control, 8(3), pp.338~353 (1965)
- Zadeh LA, "Fuzzy sets as a basis for a theory of possibility", Fuzzy sets and systems, 1(1), pp.3~28 (1978)
- 조일형, "주성분분석을 이용한 환경영향평가와 사후환경조사의 비교 및 평가에 관한 사례연구", 한국환경보건학회지, 31(2), pp.134~146 (2005), 한국환경보건학회
- Loska K, "Application of principal component analysis for the estimation of source of heavy metal contamination in surface sediments from the Rybnik Reservoir", Chemosphere, 51(8), pp.723~733 (2003)
- Baek SO, "Source Characterization of Suspended Particulate Matter in Taegu Area, Using Principal Component Analysis Coupled with Multiple Regression", Journal of Korean Society for Atmospheric Environment, 8(3), pp.179~190 (1992)
- "10 years of Korea Industrial Complex (2003~2013)"[URL]
- Lissner TK, "Towards sectoral and standardised vulnerability assessments: the example of heatwave impacts on human health", Climate Change, 112(3), pp.687~708 (2012)
