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Spatial distribution and regional accessibility measurement of financial services in china

Based on POI data, the spatial pattern of financial service industry in Nanjing and Hangzhou in 2020 was studied by using kernel density estimation, standard deviation ellipse, nearest neighbor index, and local Getis-Ord G* index. The NNI of financial services in Nanjing and Hangzhou are 0.408127 an...

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Main Authors: Pan, J., Huang, W., Li, X., Li, R.
Format: Article
Published: Springer Science and Business Media Deutschland GmbH 2021
Subjects:
Banking
Online Access:http://eprints.um.edu.my/35842/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112488540&doi=10.1007%2fs12517-021-08147-3&partnerID=40&md5=7428946ed4c954760532de7dc51d543b
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spelling my.um.eprints.358422023-12-20T11:10:01Z http://eprints.um.edu.my/35842/ Spatial distribution and regional accessibility measurement of financial services in china Pan, J. Huang, W. Li, X. Li, R. Banking Based on POI data, the spatial pattern of financial service industry in Nanjing and Hangzhou in 2020 was studied by using kernel density estimation, standard deviation ellipse, nearest neighbor index, and local Getis-Ord G* index. The NNI of financial services in Nanjing and Hangzhou are 0.408127 and 0.145855. The global Moran’s I of the spatial distribution of financial services are 0.606754 and 0.589392. Both two cities showed obvious characteristics of agglomeration distribution, and there is an obvious spatial correlation. The spatial agglomeration of Nanjing is slightly stronger than that of Hangzhou. For Hangzhou, the distribution is mainly along the “southwest to northeast”, and the center is located in the West Lake area. For Nanjing, the distribution is mainly along the “south-east”, and the center is located in Qinhuai District. Residents of Nanjing have a higher spatial accessibility in terms of comfortable walking. Within the sub-comfortable walking zone, the two cities are in similar accessibility. However, it is also found that the inequality in Nanjing is higher, and the average walking distance of residents in Nanjing is higher than that in Hangzhou. © 2021, Saudi Society for Geosciences. Springer Science and Business Media Deutschland GmbH 2021 Article PeerReviewed Pan, J. and Huang, W. and Li, X. and Li, R. (2021) Spatial distribution and regional accessibility measurement of financial services in china. Arabian Journal of Geosciences, 14 (17). ISSN 18667511, DOI https://doi.org/10.1007/s12517-021-08147-3 <https://doi.org/10.1007/s12517-021-08147-3>. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112488540&doi=10.1007%2fs12517-021-08147-3&partnerID=40&md5=7428946ed4c954760532de7dc51d543b 10.1007/s12517-021-08147-3
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic Banking
spellingShingle Banking
Pan, J.
Huang, W.
Li, X.
Li, R.
Spatial distribution and regional accessibility measurement of financial services in china
description Based on POI data, the spatial pattern of financial service industry in Nanjing and Hangzhou in 2020 was studied by using kernel density estimation, standard deviation ellipse, nearest neighbor index, and local Getis-Ord G* index. The NNI of financial services in Nanjing and Hangzhou are 0.408127 and 0.145855. The global Moran’s I of the spatial distribution of financial services are 0.606754 and 0.589392. Both two cities showed obvious characteristics of agglomeration distribution, and there is an obvious spatial correlation. The spatial agglomeration of Nanjing is slightly stronger than that of Hangzhou. For Hangzhou, the distribution is mainly along the “southwest to northeast”, and the center is located in the West Lake area. For Nanjing, the distribution is mainly along the “south-east”, and the center is located in Qinhuai District. Residents of Nanjing have a higher spatial accessibility in terms of comfortable walking. Within the sub-comfortable walking zone, the two cities are in similar accessibility. However, it is also found that the inequality in Nanjing is higher, and the average walking distance of residents in Nanjing is higher than that in Hangzhou. © 2021, Saudi Society for Geosciences.
format Article
author Pan, J.
Huang, W.
Li, X.
Li, R.
author_facet Pan, J.
Huang, W.
Li, X.
Li, R.
author_sort Pan, J.
title Spatial distribution and regional accessibility measurement of financial services in china
title_short Spatial distribution and regional accessibility measurement of financial services in china
title_full Spatial distribution and regional accessibility measurement of financial services in china
title_fullStr Spatial distribution and regional accessibility measurement of financial services in china
title_full_unstemmed Spatial distribution and regional accessibility measurement of financial services in china
title_sort spatial distribution and regional accessibility measurement of financial services in china
publisher Springer Science and Business Media Deutschland GmbH
publishDate 2021
url http://eprints.um.edu.my/35842/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112488540&doi=10.1007%2fs12517-021-08147-3&partnerID=40&md5=7428946ed4c954760532de7dc51d543b
_version_ 1787132373191622656
score 13.211869

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