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Faculty of Business Administration Department of Management |
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SUGIMOTO Osamu
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Papers 【 display / non-display 】
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Proposing a new categorization approach for routine, non rout ine, and manual occupations for analysis of polarization phenomena Reviewed International journal
Osamu Sugimoto
Western Regional Science Association 58th Annual Meeting, 2019 Napa, California, USA 2019
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：WRSA
We propose a new method for categorizing occupations. Five categories introduced by Autor, i.e., non-routine cognitive; interpersonal, non-routine cognitive; analytical, non-routine manual physical; routine manual; and routine cognitive, have been widely used among researchers and are very important when research is conducted especially for employment and wage polarizations. In order to categorize occupations, skill requirement variables are used. Although variables in “Dictionary of Occupational Titles” used by Autor are most popular, original 1977 skill requirement variables might not represent current occupations in this emerging artificial intelligence (AI) era. Not only Autor’s but virtually all previous works assign skill requirement variables manually to five of each category. Accordingly assigning many variables to each category is practically difficult. We propose hierarchical clustering technique to categorize occupations into five categories. 253 skill requirement variables in O*Net are used. I found occupations such as taxi drivers classified into routine manual rather than non-routine manual once classified.
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Proposing a new categorization approach for routine, non-routine, and manual occupations with analysis of polarization phenomena in Japan
Osamu Sugimoto, Asao Ando
第31回応用地域学会 研究発表大会 2017
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：応用地域学会
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Economic Restructure Posed by Emerging IoT Era Reviewed International journal
Osamu Sugimoto, Asao Ando
The 55th Annual Meeting of the WRSA, Hawaii, 2016 2016
Language：English Publishing type：Research paper (international conference proceedings) Publisher：WRSA
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Economic Restructure Posed by ICT Innovation:Case of Japan Reviewed International journal
The 54th Anunual Meeting of the WRSA, Tucson, Arizona, 2015 2015
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：WRSA
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HTML5 Standard and its Future Reviewed
The Journal of The Institute of Image Information and Television Engineers 69 ( 5 ) 457 - 461 2015
Authorship：Lead author Language：Japanese Publishing type：Research paper (scientific journal) Publisher：The Institute of Image Information and Television Engineers
Teaching Experience 【 display / non-display 】
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先端科学特別講義
Institution：Kagoshima University