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Application of principal component analysis in evaluation of epidemic situation policy implementation

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Published under licence by IOP Publishing Ltd
, , Citation Jiaqi Chen et al 2021 J. Phys.: Conf. Ser. 1903 012056 DOI 10.1088/1742-6596/1903/1/012056

1742-6596/1903/1/012056

Abstract

In order to study the impact of various policies issued by the government on epidemic prevention and control, we first considered them from three aspects: the degree of leniency of policies, the degree of stringency of policy implementation and the degree of self-consciousness of individuals, broken down into 10 indicators, designed a questionnaire to collect relevant data. Using Principal Component Analysis (PCA), 4 principal components were extracted from 10 indexes, and the scores and total scores of each principal component were obtained. Finally, the corresponding suggestions are given.

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10.1088/1742-6596/1903/1/012056