@article{oai:repo.qst.go.jp:00085467, author = {Okazaki, Ryuji and Satoh, Kenichi and Hasegawa, Arifumi and Matsuda, Naoki and Kato, Takaaki and Reiko, Kanda and Yoshiya, Shimada and Hayashi, Takuya and Kohzaki, Masaoki and Mafune, Kosuke and Mori, Koji and Reiko, Kanda and Yoshiya, Shimada}, issue = {1}, journal = {Journal of Radiation Research}, month = {Nov}, note = {The purpose of this study is to investigate the frequency of education, knowledge of radiation and workplace anxiety of Fukushima Daiichi Nuclear Power Plant (FDNPP) workers and to analyze what type of words are used for anxiety with a text mining method. An original questionnaire survey was given to FDNPP workers, and a text mining method was used to extract information from free-entry felds.The questionnaires were collected from1135workers (response rate: 70.8%). It was found that when workers receive education on radiation, the increased knowledge helps to reduce their anxiety. Among the 1135workers, 92 of 127 completed the free-entry field with valid entries. Seventy-one words were extracted by the text mining method. The words used differed depending on the degree of anxiety. The text mining method revealed information about the presence or absence of radiation anxiety and the subjects’ working environment and background.}, pages = {44--50}, title = {Contribution of radiation education to anxiety reduction among Fukushima Daiichi Nuclear Power Plant workers: a cross sectional study using a text mining method}, volume = {63}, year = {2021} }