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@article{ART002418844},
author={So Hyeon Lee and CHANGHYUN SONG and Up Lim},
title={Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach},
journal={The Korea Spatial Planning Review},
issn={1229-8638},
year={2018},
volume={99},
pages={131-150},
doi={10.15793/kspr.2018.99..008}

TY - JOUR
AU - So Hyeon Lee
AU - CHANGHYUN SONG
AU - Up Lim
TI - Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach
JO - The Korea Spatial Planning Review
PY - 2018
VL - 99
IS - null
PB - 국토연구원
SP - 131
EP - 150
SN - 1229-8638
AB - This study aims to predict the spatio-temporal distribution of occupational skills in the capital region by applying the spatial Markov chain model, which combines local spatial statistics with the classic Markov chain. This study calculates the local specialization index of occupational skills in 2000 and 2015 for 70 cities, constructs the transition matrix of the spatial Markov chain model, and then attempts to predict the distribution of occupation skills in 2030. According to our results, cognitive and social skills were found to be more affected by the surrounding area than technical and manual skills. The intensified spatial concentration of cognitive skill and social skill, which are somewhat less likely to be replaced by the development of automation technology, ultimately reveal that the geographic inequality of the labor market will have been intensified. This study suggests that it is necessary to adopt the place-based policy approach considering the spatial effect of occupational skill.
KW - Occupational Skills;Cognitive Skill;Social Skill;Place-based Approach;Spatial Markov Chain
DO - 10.15793/kspr.2018.99..008
ER -

So Hyeon Lee, CHANGHYUN SONG and Up Lim. (2018). Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach. The Korea Spatial Planning Review, 99, 131-150.

So Hyeon Lee, CHANGHYUN SONG and Up Lim. 2018, "Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach", The Korea Spatial Planning Review, vol.99, pp.131-150. Available from: doi:10.15793/kspr.2018.99..008

So Hyeon Lee, CHANGHYUN SONG, Up Lim "Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach" The Korea Spatial Planning Review 99 pp.131-150 (2018) : 131.

So Hyeon Lee, CHANGHYUN SONG, Up Lim. Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach. 2018; 99 131-150. Available from: doi:10.15793/kspr.2018.99..008

So Hyeon Lee, CHANGHYUN SONG and Up Lim. "Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach" The Korea Spatial Planning Review 99(2018) : 131-150.doi: 10.15793/kspr.2018.99..008

So Hyeon Lee; CHANGHYUN SONG; Up Lim. Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach. The Korea Spatial Planning Review, 99, 131-150. doi: 10.15793/kspr.2018.99..008

So Hyeon Lee; CHANGHYUN SONG; Up Lim. Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach. The Korea Spatial Planning Review. 2018; 99 131-150. doi: 10.15793/kspr.2018.99..008

So Hyeon Lee, CHANGHYUN SONG, Up Lim. Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach. 2018; 99 131-150. Available from: doi:10.15793/kspr.2018.99..008

So Hyeon Lee, CHANGHYUN SONG and Up Lim. "Spatio-Temporal Distribution of Occupational Skills in the Capital Region, Korea: A Spatial Markov Chain Approach" The Korea Spatial Planning Review 99(2018) : 131-150.doi: 10.15793/kspr.2018.99..008