Connecting Climate and Communicable Disease to Penta Helix Using Hierarchical Likelihood Structural Equation Modelling

被引:26
作者
Caraka, Rezzy Eko [1 ,2 ,3 ,4 ,5 ]
Noh, Maengseok [6 ]
Chen, Rung-Ching [3 ]
Lee, Youngjo [2 ]
Gio, Prana Ugiana [7 ]
Pardamean, Bens [5 ,8 ]
机构
[1] Univ Indonesia, Fac Econ & Business, Campus UI Depok, Java 16426, Indonesia
[2] Seoul Natl Univ, Coll Nat Sci, Dept Stat, Lab Hierarch Likelihood, Seoul 08826, South Korea
[3] Chaoyang Univ Technol, Coll Informat, Dept Informat Management, Taichung 41349, Taiwan
[4] Seoul Natl Univ Hosp SNU H, Med Res Ctr, Seoul 03080, South Korea
[5] Bina Nusantara Univ, Bioinformat & Data Sci Res Ctr, Jakarta 11480, Indonesia
[6] Pukyong Natl Univ, Dept Stat, Busan 608737, South Korea
[7] Univ Sumatera Utara, Dept Math, Medan 20155, Indonesia
[8] Bina Nusantara Univ, Comp Sci Dept, Jakarta 11480, Indonesia
来源
SYMMETRY-BASEL | 2021年 / 13卷 / 04期
基金
新加坡国家研究基金会;
关键词
climate; communicable disease; hierarchical likelihood; penta-helix; structural equation modelling; INDONESIA;
D O I
10.3390/sym13040657
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Design: Health issues throughout the sustainable development goals have also been integrated into one ultimate goal, which helps to ensure a healthy lifestyle as well as enhances well-being for any and all human beings of all social level. Meanwhile, regarding the clime change, we may take urgent action to its impacts. Purpose: Nowadays, climate change makes it much more difficult to control the pattern of diseases transmitted and sometimes hard to prevent. In line with this, Centres for Disease Control (CDC) Taiwan grouped the spread of disease through its source in the first six main groups. Those are food or waterborne, airborne or droplet, vector-borne, sexually transmitted or blood-borne, contact transmission, and miscellaneous. According to this, academics, government, and the private sector should work together and collaborate to maintain the health issue. This article examines and connects the climate and communicable aspects towards Penta-Helix in Taiwan. Finding: In summary, we have been addressing the knowledge center on the number of private companies throughout the health care sector, the number of healthcare facilities, and the education institutions widely recognized as Penta Helix. In addition, we used hierarchical likelihood structural equation modeling (HSEMs). All the relationship variables among climate, communicable disease, and Penta Helix can be interpreted through the latent variables with GoF 79.24%.
引用
收藏
页数:21
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