Identifying the role of determinantsand indicators affecting climate change adaptive capacity in Da Nang city, Vietnam
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This study used the exploratory factor analysis (EFA), confirmative factor analysis (CFA), structural equation modeling (SEM) and set of five determinants affecting to the city’s AC related to finance, society, infrastructure, human resources, nature. A socio-economic data was conducted in the survey of 1,168 households in Da Nang city.
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Identifying the role of determinantsand indicators affecting climate change adaptive capacity in Da Nang city, Vietnam VNU Journal of Science: Earth and Environmental Sciences, Vol. 36, No. 3 (2020) 70-80 Original ArticleIdentifying the Role of Determinantsand Indicators AffectingClimate Change Adaptive Capacity in Da Nang City, Vietnam Nguyen Bui Phong1,, Mai Trong Nhuan2, Do Dinh Chien11 Institute of Meteorology, Hydrology and Climate Change, 62/23 Nguyen Chi Thanh, Dong Da, Hanoi, Vietnam 2 VNU University of Science, 334 Nguyen Trai, Hanoi, Vietnam Received 25 May 2020 Revised 31 August 2020; Accepted 11 September 2020 Abstract: Identifying the role of determinants and indicators affecting climate change adaptive capacity (AC) in developing Da Nang city’s climate change adaptation policies is necessary. However, the methods of identifying the role of determinants and indicators affecting AC are relatively limited. This study used the exploratory factor analysis (EFA), confirmative factor analysis (CFA), structural equation modeling (SEM) and set of five determinants affecting to the city’s AC related to finance, society, infrastructure, human resources, nature. A socio-economic data was conducted in the survey of 1,168 households in Da Nang city. The results indicate that city’s AC is strongly correlated with infrastructural, social and natural resources. Thus, the infrastructural, social and natural determinants are the decisive determinants affecting to the city’s AC. The AC indicators and the used methods in this study can be applied to determine the role of those determinants and indicators affecting to AC in other coastal provinces in Vietnam. Keywords: Climate change, EFA, CFA, adaptive capacity, Da Nang.1. Introduction variables or AC determinants [2]. Quantification of AC determinants can provide essential data Climate change adaptive capacity is defined for AC assessment [3,4] and development ofas the adjustment of natural or human systems to successful climate change adaptation strategiescope with circumstances or environments in [5]. However, depending on national, regional ororder to reduce the likelihood of vulnerability community scale, so that, different kinds of ACdue to fluctuations and alternations of existing or indicators structure have been applied. For localpotential climate variables and also to take and community scales, previous studies haveadvantage of this situation [1]. The AC of a used sustainable livelihoods frameworks tosocial system can be influenced by many social analyze the relationship between livelihood________ Corresponding author. E-mail address: phongnb37hut@gmail.com https://doi.org/10.25073/2588-1094/vnuees.4643 70 N.B. Phong et al. / VNU Journal of Science: Earth and Environmental Sciences, Vol. 36, No. 3 (2020) 70-80 71resources and households and communities’ AC, determinants affecting AC for urban householdsassessing vulnerability to natural disasters and [19] and households of Lien Chieu district [17],climate change impact and risk assessment [6- and Hoa Vang district [18].12]. And the AC indicators are mainly developed Therefore, the use of Exploratory Factorfrom local expert experience. Therefore, the Analysis (EFA) and Confirmatory Factordevelopment and replication of AC indicators Analysis (CFA) and Structural Equationneed to be adjusted for appropriate spatial and Modeling (SEM) to identify the role ofsocial contexts [13]. determinants and indicators affecting to AC in The methods used to assess AC and DaNang city is chosen for this paper research.identifying the role of determinants and The objectives of the study are (1)indicators affecting AC are mainly unequal Developing AC indicators for Da Nang City, (2)weighting methods with the calculation Identyfing the role of determinants andaccording to Iyengar - Sudarshan method (1982) indicators affecting AC for coastal city Da Nang.[14], and the Analytic Hierarchy Process (AHP) The results of this study can provide useful[11] and especially Nelson et al. [7,9,15] had information to Da Nang city authority inused the primary component analysis method developing climate change adaptation policies.(PCA) to assess AC at different scales. This Moreover, the results of this study can be used tostudy, using Exploratory Factor Analysis (EFA) identify the role of determinants and indicatorsand Confirmatory Factor Analysis (CFA) and affecting to the AC for other coastal provinces inStructural Equation Modeling (SEM) to determine Vietnam.the weights of AC indicators. In comparison totraditional methods such as multivariateregression, the use of SEM is more advantageous 2. Background and Methodrelated to calculating measurement errors [16]. 2.1. Research Area In Da Nang City, there were some studies ...
Nội dung trích xuất từ tài liệu:
Identifying the role of determinantsand indicators affecting climate change adaptive capacity in Da Nang city, Vietnam VNU Journal of Science: Earth and Environmental Sciences, Vol. 36, No. 3 (2020) 70-80 Original ArticleIdentifying the Role of Determinantsand Indicators AffectingClimate Change Adaptive Capacity in Da Nang City, Vietnam Nguyen Bui Phong1,, Mai Trong Nhuan2, Do Dinh Chien11 Institute of Meteorology, Hydrology and Climate Change, 62/23 Nguyen Chi Thanh, Dong Da, Hanoi, Vietnam 2 VNU University of Science, 334 Nguyen Trai, Hanoi, Vietnam Received 25 May 2020 Revised 31 August 2020; Accepted 11 September 2020 Abstract: Identifying the role of determinants and indicators affecting climate change adaptive capacity (AC) in developing Da Nang city’s climate change adaptation policies is necessary. However, the methods of identifying the role of determinants and indicators affecting AC are relatively limited. This study used the exploratory factor analysis (EFA), confirmative factor analysis (CFA), structural equation modeling (SEM) and set of five determinants affecting to the city’s AC related to finance, society, infrastructure, human resources, nature. A socio-economic data was conducted in the survey of 1,168 households in Da Nang city. The results indicate that city’s AC is strongly correlated with infrastructural, social and natural resources. Thus, the infrastructural, social and natural determinants are the decisive determinants affecting to the city’s AC. The AC indicators and the used methods in this study can be applied to determine the role of those determinants and indicators affecting to AC in other coastal provinces in Vietnam. Keywords: Climate change, EFA, CFA, adaptive capacity, Da Nang.1. Introduction variables or AC determinants [2]. Quantification of AC determinants can provide essential data Climate change adaptive capacity is defined for AC assessment [3,4] and development ofas the adjustment of natural or human systems to successful climate change adaptation strategiescope with circumstances or environments in [5]. However, depending on national, regional ororder to reduce the likelihood of vulnerability community scale, so that, different kinds of ACdue to fluctuations and alternations of existing or indicators structure have been applied. For localpotential climate variables and also to take and community scales, previous studies haveadvantage of this situation [1]. The AC of a used sustainable livelihoods frameworks tosocial system can be influenced by many social analyze the relationship between livelihood________ Corresponding author. E-mail address: phongnb37hut@gmail.com https://doi.org/10.25073/2588-1094/vnuees.4643 70 N.B. Phong et al. / VNU Journal of Science: Earth and Environmental Sciences, Vol. 36, No. 3 (2020) 70-80 71resources and households and communities’ AC, determinants affecting AC for urban householdsassessing vulnerability to natural disasters and [19] and households of Lien Chieu district [17],climate change impact and risk assessment [6- and Hoa Vang district [18].12]. And the AC indicators are mainly developed Therefore, the use of Exploratory Factorfrom local expert experience. Therefore, the Analysis (EFA) and Confirmatory Factordevelopment and replication of AC indicators Analysis (CFA) and Structural Equationneed to be adjusted for appropriate spatial and Modeling (SEM) to identify the role ofsocial contexts [13]. determinants and indicators affecting to AC in The methods used to assess AC and DaNang city is chosen for this paper research.identifying the role of determinants and The objectives of the study are (1)indicators affecting AC are mainly unequal Developing AC indicators for Da Nang City, (2)weighting methods with the calculation Identyfing the role of determinants andaccording to Iyengar - Sudarshan method (1982) indicators affecting AC for coastal city Da Nang.[14], and the Analytic Hierarchy Process (AHP) The results of this study can provide useful[11] and especially Nelson et al. [7,9,15] had information to Da Nang city authority inused the primary component analysis method developing climate change adaptation policies.(PCA) to assess AC at different scales. This Moreover, the results of this study can be used tostudy, using Exploratory Factor Analysis (EFA) identify the role of determinants and indicatorsand Confirmatory Factor Analysis (CFA) and affecting to the AC for other coastal provinces inStructural Equation Modeling (SEM) to determine Vietnam.the weights of AC indicators. In comparison totraditional methods such as multivariateregression, the use of SEM is more advantageous 2. Background and Methodrelated to calculating measurement errors [16]. 2.1. Research Area In Da Nang City, there were some studies ...
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Environmental sciences Earth sciences Climate change Adaptive capacity Da Nang Exploratory factor analysis Confirmative factor analysisGợi ý tài liệu liên quan:
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