Process in Evaluation Index of Intellectual Productivity Based on Work Concentration

 Abstract—The authors have proposed a concentration time ratio (CTR) as a new evaluation index of intellectual productivity, which had been difficult to be quantitatively evaluated, with a concept of concentration on intellectual work. When quantitatively evaluating intellectual productivity with simple cognitive task method, the result is often affected by learning effect. In order to evaluate how office environment affects the CTR when an office environment is changed, a subject experiment was conducted in which the illumination condition of the room was changed. As the result, the performances of cognitive tasks were affected by the learning effect, however it was found that the index was affected not by the learning effect but by changing the illumination conditions.

[1]  Jeff A. Bilmes,et al.  A gentle tutorial of the em algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models , 1998 .

[2]  Hirotake Ishii,et al.  Improvement and evaluation of intellectual productivity model based on work state transition , 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

[3]  G. McLachlan,et al.  The EM algorithm and extensions , 1996 .

[4]  Richard B. Chase,et al.  Operations Management , 2019, CCSP (ISC)2 Certified Cloud Security Professional Official Study Guide, 2nd Edition.

[5]  Pawel Wargocki,et al.  PRODUCTIVITY IS AFFECTED BY THE AIR QUALITY IN OFFICES , 2000 .

[6]  D R Thorne,et al.  The Walter Reed performance assessment battery. , 1985, Neurobehavioral toxicology and teratology.