Comparative analysis of open government data topics and usability
This study identifies differences in the content of open public data managed by the central government, local governments, public institutions, and the office of education in Korea through keyword network analysis. Pathfinder network analysis was performed by extracting keywords assigned to 1,200 da...
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Published in | Quality & quantity Vol. 57; no. 6; pp. 5655 - 5671 |
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Main Author | |
Format | Journal Article |
Language | English |
Published |
Dordrecht
Springer Netherlands
01.12.2023
Springer Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 0033-5177 1573-7845 |
DOI | 10.1007/s11135-023-01630-x |
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Abstract | This study identifies differences in the content of open public data managed by the central government, local governments, public institutions, and the office of education in Korea through keyword network analysis. Pathfinder network analysis was performed by extracting keywords assigned to 1,200 data cases, open to the Korean Public Data Portals. Subject clusters were derived for each type of government and their utility was compared using download statistics. Eleven clusters were formed for public institutions with specialized information on national issues such as
Health care
and
Real estate
, while 15 clusters were formed for the central government with national administrative information, including
Crime
and
Safety policing
. Local governments and offices of education were assigned 16 and 11 topic clusters respectively, with data focusing on regional life such as
Local factories and manufacturing, Resident registration
, and
Lifelong education.
Usability was higher in public and central governments that deal with national-level specialized information than for regional-level information. It was also confirmed that subject clusters such as
Health care, Real estate,
and
Crime
showed high usability. Furthermore, there was a large gap in data utilization because of the existence of popular data that showed extremely high usage. |
---|---|
AbstractList | This study identifies differences in the content of open public data managed by the central government, local governments, public institutions, and the office of education in Korea through keyword network analysis. Pathfinder network analysis was performed by extracting keywords assigned to 1,200 data cases, open to the Korean Public Data Portals. Subject clusters were derived for each type of government and their utility was compared using download statistics. Eleven clusters were formed for public institutions with specialized information on national issues such as
and
, while 15 clusters were formed for the central government with national administrative information, including
and
. Local governments and offices of education were assigned 16 and 11 topic clusters respectively, with data focusing on regional life such as
, and
Usability was higher in public and central governments that deal with national-level specialized information than for regional-level information. It was also confirmed that subject clusters such as
and
showed high usability. Furthermore, there was a large gap in data utilization because of the existence of popular data that showed extremely high usage.
The online version contains supplementary material available at 10.1007/s11135-023-01630-x. This study identifies differences in the content of open public data managed by the central government, local governments, public institutions, and the office of education in Korea through keyword network analysis. Pathfinder network analysis was performed by extracting keywords assigned to 1,200 data cases, open to the Korean Public Data Portals. Subject clusters were derived for each type of government and their utility was compared using download statistics. Eleven clusters were formed for public institutions with specialized information on national issues such as Health care and Real estate, while 15 clusters were formed for the central government with national administrative information, including Crime and Safety policing. Local governments and offices of education were assigned 16 and 11 topic clusters respectively, with data focusing on regional life such as Local factories and manufacturing, Resident registration, and Lifelong education. Usability was higher in public and central governments that deal with national-level specialized information than for regional-level information. It was also confirmed that subject clusters such as Health care, Real estate, and Crime showed high usability. Furthermore, there was a large gap in data utilization because of the existence of popular data that showed extremely high usage. This study identifies differences in the content of open public data managed by the central government, local governments, public institutions, and the office of education in Korea through keyword network analysis. Pathfinder network analysis was performed by extracting keywords assigned to 1,200 data cases, open to the Korean Public Data Portals. Subject clusters were derived for each type of government and their utility was compared using download statistics. Eleven clusters were formed for public institutions with specialized information on national issues such as Health care and Real estate , while 15 clusters were formed for the central government with national administrative information, including Crime and Safety policing . Local governments and offices of education were assigned 16 and 11 topic clusters respectively, with data focusing on regional life such as Local factories and manufacturing, Resident registration , and Lifelong education. Usability was higher in public and central governments that deal with national-level specialized information than for regional-level information. It was also confirmed that subject clusters such as Health care, Real estate, and Crime showed high usability. Furthermore, there was a large gap in data utilization because of the existence of popular data that showed extremely high usage. This study identifies differences in the content of open public data managed by the central government, local governments, public institutions, and the office of education in Korea through keyword network analysis. Pathfinder network analysis was performed by extracting keywords assigned to 1,200 data cases, open to the Korean Public Data Portals. Subject clusters were derived for each type of government and their utility was compared using download statistics. Eleven clusters were formed for public institutions with specialized information on national issues such as Health care and Real estate, while 15 clusters were formed for the central government with national administrative information, including Crime and Safety policing. Local governments and offices of education were assigned 16 and 11 topic clusters respectively, with data focusing on regional life such as Local factories and manufacturing, Resident registration, and Lifelong education. Usability was higher in public and central governments that deal with national-level specialized information than for regional-level information. It was also confirmed that subject clusters such as Health care, Real estate, and Crime showed high usability. Furthermore, there was a large gap in data utilization because of the existence of popular data that showed extremely high usage.This study identifies differences in the content of open public data managed by the central government, local governments, public institutions, and the office of education in Korea through keyword network analysis. Pathfinder network analysis was performed by extracting keywords assigned to 1,200 data cases, open to the Korean Public Data Portals. Subject clusters were derived for each type of government and their utility was compared using download statistics. Eleven clusters were formed for public institutions with specialized information on national issues such as Health care and Real estate, while 15 clusters were formed for the central government with national administrative information, including Crime and Safety policing. Local governments and offices of education were assigned 16 and 11 topic clusters respectively, with data focusing on regional life such as Local factories and manufacturing, Resident registration, and Lifelong education. Usability was higher in public and central governments that deal with national-level specialized information than for regional-level information. It was also confirmed that subject clusters such as Health care, Real estate, and Crime showed high usability. Furthermore, there was a large gap in data utilization because of the existence of popular data that showed extremely high usage.The online version contains supplementary material available at 10.1007/s11135-023-01630-x.Supplementary InformationThe online version contains supplementary material available at 10.1007/s11135-023-01630-x. |
Audience | Academic |
Author | Cho, Jane |
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CitedBy_id | crossref_primary_10_1007_s11135_024_02025_2 crossref_primary_10_1108_EL_05_2024_0147 |
Cites_doi | 10.1080/10919392.2015.1124720 10.4134/JKMS.2006.43.1.215 10.1016/j.giq.2015.03.006 10.1016/j.giq.2016.02.001 10.9728/dcs.2021.22.3.445 |
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Keywords | Open government data Pathfinder network Korean Government Subject clusters Usability |
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References | A Vetrò (1630_CR13) 2016; 33 Korea Local Information Development Institute Editorial Office (1630_CR6) 2017; 104 J Lee (1630_CR7) 2006; 40 J Lee (1630_CR8) 2006; 23 S Shin (1630_CR12) 2021; 30 S Cho (1630_CR2) 2020; 17 1630_CR11 K Jung (1630_CR4) 2015; 32 1630_CR14 J Lee (1630_CR9) 2020; 27 D Kim (1630_CR5) 2021; 22 Y Charalabidis (1630_CR1) 2016; 26 J Lim (1630_CR10) 2021 D Jeong (1630_CR3) 2017; 35 |
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