The market impact of futures trading by the National Pension Service (NPS) of Korea

The National Pension Service (NPS) of Korea is one of the largest institutional investors in the world and it has been known as the market stabilizer in the Korean stock market. Nevertheless, it is hard to find the research about the impact of the NPS on the futures market. We investigated the effec...

Full description

Saved in:
Bibliographic Details
Published inSeonmul yeongu (Online) Vol. 29; no. 3; pp. 215 - 233
Main Authors Woo, Mincheol, Kim, Meong Ae
Format Journal Article
LanguageEnglish
Published Bingley Emerald Group Publishing Limited 23.09.2021
한국파생상품학회
Subjects
Online AccessGet full text
ISSN1229-988X
2713-6647
2713-6647
1229-988X
DOI10.1108/JDQS-02-2021-0004

Cover

Abstract The National Pension Service (NPS) of Korea is one of the largest institutional investors in the world and it has been known as the market stabilizer in the Korean stock market. Nevertheless, it is hard to find the research about the impact of the NPS on the futures market. We investigated the effect of the NPS’s trading KOSPI200 futures on the returns, the liquidity and the volatility of the market using the recent ten years’ transaction data. The main findings are as follows. First, the NPS’s net investment flow (NIF) in the KOSPI200 futures market shows the predictability about the returns of both KOSPI200 futures and KOSPI200 spot index. Second, the NPS’s NIF in the KOSPI200 futures market improves the liquidity of the KOSPI market, where the transactions involved in both the spot market and the futures market occur. Third, the NPS’s NIF in the KOSPI200 futures market reduces the volatility of both the KOSPI200 futures market and the KOSPI market. Unlike the prior studies showing that our futures market tends to increase the volatility of the stock market through the volatility transfer, our finding suggests that the NPS’s trading KOSPI200 futures contributes to decreasing the volatility in both markets. To the best of the authors’ knowledge, this paper is the first study that investigates the impact of the NPS’s trading KOSPI200 futures on the KOSPI200 futures market and the stock market. It shows that the NPS plays a role of the market stabilizer in the futures market. In addition, the NPS’s trading KOSPI200 futures also affects the KOSPI stock market, stabilizing it in terms of both the liquidity and the volatility.
AbstractList The authors investigate the effect of a short-term stock return reversal on the term structure of momentum profits in the Korean stock market following Goyal and Wahal (2015). Their empirical findings show that the term structure of momentum is more pronounced when a return reversal lasts up to two months but is substantially weakened when past performance over the last two months is not taken into account for portfolio formation. Their evidence suggests that the term structure of momentum profitability arises primarily from a carryover of the return reversal from the previous two months. KCI Citation Count: 0
The National Pension Service (NPS) of Korea is one of the largest institutional investors in the world and it has been known as the market stabilizer in the Korean stock market. Nevertheless, it is hard to find the research about the impact of the NPS on the futures market. We investigated the effect of the NPS’s trading KOSPI200 futures on the returns, the liquidity and the volatility of the market using the recent ten years’ transaction data. The main findings are as follows. First, the NPS’s net investment flow (NIF) in the KOSPI200 futures market shows the predictability about the returns of both KOSPI200 futures and KOSPI200 spot index. Second, the NPS’s NIF in the KOSPI200 futures market improves the liquidity of the KOSPI market, where the transactions involved in both the spot market and the futures market occur. Third, the NPS’s NIF in the KOSPI200 futures market reduces the volatility of both the KOSPI200 futures market and the KOSPI market. Unlike the prior studies showing that our futures market tends to increase the volatility of the stock market through the volatility transfer, our finding suggests that the NPS’s trading KOSPI200 futures contributes to decreasing the volatility in both markets. To the best of the authors’ knowledge, this paper is the first study that investigates the impact of the NPS’s trading KOSPI200 futures on the KOSPI200 futures market and the stock market. It shows that the NPS plays a role of the market stabilizer in the futures market. In addition, the NPS’s trading KOSPI200 futures also affects the KOSPI stock market, stabilizing it in terms of both the liquidity and the volatility.
Author Woo, Mincheol
Kim, Meong Ae
Author_xml – sequence: 1
  givenname: Mincheol
  surname: Woo
  fullname: Woo, Mincheol
– sequence: 2
  givenname: Meong Ae
  surname: Kim
  fullname: Kim, Meong Ae
BackLink https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002757995$$DAccess content in National Research Foundation of Korea (NRF)
BookMark eNp9kMtOAjEUhhujiYg8gLsmbmQx2stMO10SvKEEUTBx15SZFstliu1gwtvbAVcuXP1n8f3n5Hxn4LhylQbgAqNrjFF-83T7OkkQSQgiOEEIpUegRTimCWMpPwYtTIhIRJ5_nIJOCItIEIEEz2kLTKafGq6VX-oa2vVGFTV0BpptvfU6wNqr0lZzONvBOnIjVVtXqRUc6yrECU60_7aFhlej8aTbFJ-d1-ocnBi1Crrzm23wfn837T8mw5eHQb83TIp4Pk0U4YQrMWOk0CYjotQzqoxOheKpUVgQkguFlOGG0ZxTxBSlJUa6zIzOOMO0DbqHvZU3cllY6ZTd59zJpZe9t-lAipxlhIrIXh7YjXdfWx1quXBbH38JkjCa4jRlnEWKH6jCuxC8NrKw9f7paMKuJEayES4b4RIR2QiXjfDYxH-aG2-j190_nR8iL4Kd
CitedBy_id crossref_primary_10_1108_JDQS_12_2022_0027
crossref_primary_10_1108_JDQS_01_2022_0003
crossref_primary_10_3390_jrfm16100442
Cites_doi 10.1016/S0927-538X(02)00095-1
10.1016/S1386-4181(01)00024-6
10.1108/JDQS-11-2020-0030
10.1111/j.1540-6261.1997.tb02724.x
10.1002/(SICI)1096-9934(199904)19:2<217::AID-FUT5>3.0.CO;2-8
10.26845/KJFS.2018.08.47.4.543
10.37197/ARFR.2018.31.2.3
10.1002/fut.20135
10.1016/j.pacfin.2012.04.004
10.1177/097265270600500303
10.1002/fut.20509
ContentType Journal Article
Copyright Mincheol Woo and Meong Ae Kim. This work is published under http://creativecommons.org/licences/by/4.0/legalcode (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: Mincheol Woo and Meong Ae Kim. This work is published under http://creativecommons.org/licences/by/4.0/legalcode (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
7WY
7WZ
7X5
7XB
ABUWG
AFKRA
AZQEC
BENPR
BEZIV
CCPQU
DWQXO
F~G
K6~
L.-
M0C
PHGZM
PHGZT
PIMPY
PKEHL
PQBIZ
PQEST
PQQKQ
PQUKI
PRINS
Q9U
ACYCR
DOI 10.1108/JDQS-02-2021-0004
DatabaseName CrossRef
ABI/INFORM Collection
ABI/INFORM Global (PDF only)
Entrepreneurship Database
ProQuest Central (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
Business Premium Collection
ProQuest One Community College
ProQuest Central Korea
ABI/INFORM Global (Corporate)
ProQuest Business Collection
ABI/INFORM Professional Advanced
ABI/INFORM Global
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Business (OCUL)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
Korean Citation Index
DatabaseTitle CrossRef
ProQuest Entrepreneurship
Publicly Available Content Database
Business Premium Collection
ABI/INFORM Global (Corporate)
ProQuest One Business
ABI/INFORM Global
ProQuest One Academic Middle East (New)
ProQuest Central Basic
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Business Collection
ProQuest Central China
ABI/INFORM Complete
ProQuest Central
ABI/INFORM Professional Advanced
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest Central (New)
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList
ProQuest Entrepreneurship
CrossRef
Database_xml – sequence: 1
  dbid: BENPR
  name: ProQuest Central
  url: http://www.proquest.com/pqcentral?accountid=15518
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Business
EISSN 2713-6647
1229-988X
EndPage 233
ExternalDocumentID oai_kci_go_kr_ARTI_9865239
10_1108_JDQS_02_2021_0004
GroupedDBID 7WY
AAYXX
AFKRA
ALMA_UNASSIGNED_HOLDINGS
AUCOK
BENPR
BEZIV
CCPQU
CITATION
DWQXO
GEI
GROUPED_DOAJ
M0C
PHGZM
PHGZT
PIMPY
PQBIZ
XDTOA
7X5
7XB
ABUWG
AZQEC
K6~
L.-
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
Q9U
ACYCR
ID FETCH-LOGICAL-c2904-a2727a9b62cef529deb3afe49a74fa192289a0af7f6387306a33d10ed5fe57613
IEDL.DBID BENPR
ISSN 1229-988X
2713-6647
IngestDate Sun Mar 09 07:51:00 EDT 2025
Mon Jun 30 03:17:56 EDT 2025
Thu Apr 24 23:13:03 EDT 2025
Thu Jul 31 00:40:20 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Language English
License https://www.emerald.com/insight/site-policies
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c2904-a2727a9b62cef529deb3afe49a74fa192289a0af7f6387306a33d10ed5fe57613
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
http://www.kafo.or.kr/html/sub05_02.asp
OpenAccessLink https://www.proquest.com/docview/2634144676?pq-origsite=%requestingapplication%&accountid=15518
PQID 2634144676
PQPubID 4931673
PageCount 19
ParticipantIDs nrf_kci_oai_kci_go_kr_ARTI_9865239
proquest_journals_2634144676
crossref_citationtrail_10_1108_JDQS_02_2021_0004
crossref_primary_10_1108_JDQS_02_2021_0004
PublicationCentury 2000
PublicationDate 2021-09-23
PublicationDateYYYYMMDD 2021-09-23
PublicationDate_xml – month: 09
  year: 2021
  text: 2021-09-23
  day: 23
PublicationDecade 2020
PublicationPlace Bingley
PublicationPlace_xml – name: Bingley
PublicationTitle Seonmul yeongu (Online)
PublicationYear 2021
Publisher Emerald Group Publishing Limited
한국파생상품학회
Publisher_xml – name: Emerald Group Publishing Limited
– name: 한국파생상품학회
References (key2021100109493758900_ref501) 2002; 5
(key2021100109493758900_ref005) 2014; 46
(key2021100109493758900_ref013) 1999; 19
(key2021100109493758900_ref002) 1997; 52
(key2021100109493758900_ref001) 2004; 24
(key2021100109493758900_ref003) 2015
(key2021100109493758900_ref004) 2003; 11
(key2021100109493758900_ref018) 2015; 28
(key2021100109493758900_ref022) 2013
(key2021100109493758900_ref007) 2006; 5
(key2021100109493758900_ref012) 2013; 35
(key2021100109493758900_ref020) 2019; 8
(key2021100109493758900_ref021) 2019
(key2021100109493758900_ref011) 2012; 20
(key2021100109493758900_ref014) 2008; 22
(key2021100109493758900_ref016) 2013; 35
(key2021100109493758900_ref015) 2006; 14
(key2021100109493758900_ref006) 2018; 47
(key2021100109493758900_ref008) 2008; 37
(key2021100109493758900_ref017) 2012; 32
(key2021100109493758900_ref010) 2021; 29
(key2021100109493758900_ref019) 2018; 31
References_xml – volume: 28
  start-page: 1109
  issue: 3
  year: 2015
  ident: key2021100109493758900_ref018
  article-title: Trading pattern of institutional investors in Korean stock market: analysis by institution type
  publication-title: Review of Business and Economics
– volume: 11
  start-page: 1
  issue: 1
  year: 2003
  ident: key2021100109493758900_ref004
  article-title: Investment patterns and performance of investor groups in Japan
  publication-title: Pacific-Basin Finance Journal
  doi: 10.1016/S0927-538X(02)00095-1
– volume: 5
  start-page: 31
  issue: 1
  year: 2002
  ident: key2021100109493758900_ref501
  article-title: Illiquidity and stock returns: cross-section and time-series effects
  publication-title: Journal of Financial Markets
  doi: 10.1016/S1386-4181(01)00024-6
– volume: 22
  start-page: 83
  issue: 1
  year: 2008
  ident: key2021100109493758900_ref014
  article-title: The effects of the Korean national pension fund on stock volatility
  publication-title: Journal of Money and Finance
– volume: 29
  start-page: 156
  issue: 2
  year: 2021
  ident: key2021100109493758900_ref010
  article-title: Transaction of the National Pension Service of Korea in the KOSPI 200 futures market
  publication-title: Journal of Derivatives and Quantitative Studies
  doi: 10.1108/JDQS-11-2020-0030
– year: 2013
  ident: key2021100109493758900_ref022
  article-title: An empirical study on the effect of the National Pension Fund of Korea on the Korean stock market
– volume: 37
  start-page: 465
  issue: 3
  year: 2008
  ident: key2021100109493758900_ref008
  article-title: Does National Pension Service`s trading destabilize Korean stock market?
  publication-title: Korean Journal of Financial Studies
– year: 2015
  ident: key2021100109493758900_ref003
  article-title: The performance and timing ability of the national pension fund
– volume: 52
  start-page: 1035
  issue: 3
  year: 1997
  ident: key2021100109493758900_ref002
  article-title: Measuring mutual fund performance with characteristic‐based benchmarks
  publication-title: Journal of Finance
  doi: 10.1111/j.1540-6261.1997.tb02724.x
– volume: 19
  start-page: 217
  issue: 2
  year: 1999
  ident: key2021100109493758900_ref013
  article-title: Stock index futures: early evidence from Korea
  publication-title: Journal of Futures Markets
  doi: 10.1002/(SICI)1096-9934(199904)19:2<217::AID-FUT5>3.0.CO;2-8
– volume: 47
  start-page: 543
  issue: 4
  year: 2018
  ident: key2021100109493758900_ref006
  article-title: Stock return predictability of the Amihud measure in the Korean stock market and trading volume
  publication-title: Korean Journal of Financial Studies
  doi: 10.26845/KJFS.2018.08.47.4.543
– volume: 35
  start-page: 31
  issue: 1
  year: 2013
  ident: key2021100109493758900_ref012
  article-title: High frequency trading in the Korean index futures market
  publication-title: Journal of Futures Markets
– volume: 31
  start-page: 221
  issue: 2
  year: 2018
  ident: key2021100109493758900_ref019
  article-title: The influence of the Korean National Pension Fund on stock markets
  publication-title: Asian Review of Financial Research
  doi: 10.37197/ARFR.2018.31.2.3
– year: 2019
  ident: key2021100109493758900_ref021
  article-title: The analysis on the investment performance of the national pension fund in Korea
– volume: 46
  start-page: 7
  issue: 1
  year: 2014
  ident: key2021100109493758900_ref005
  article-title: Which trades move asset prices? An analysis of futures trading data
  publication-title: Emerging Markets Finance and Trade
– volume: 14
  start-page: 243
  issue: 4
  year: 2006
  ident: key2021100109493758900_ref015
  article-title: The impact of stock index futures on the Korean stock market
  publication-title: Applied Financial Economics
– volume: 24
  start-page: 1195
  issue: 12
  year: 2004
  ident: key2021100109493758900_ref001
  article-title: Futures trading, spot volatility, and market efficiency: the case of the Korean index futures markets
  publication-title: Journal of Futures Markets
  doi: 10.1002/fut.20135
– volume: 8
  start-page: 47
  issue: 1
  year: 2019
  ident: key2021100109493758900_ref020
  article-title: The effect of National Pension Service trading on KOSDAQ market
  publication-title: Review of Financial Information Studies
– volume: 20
  start-page: 843
  issue: 5
  year: 2012
  ident: key2021100109493758900_ref011
  article-title: Who wins in the money game? The case of KOSPI 200 futures
  publication-title: Pacific-Basin Finance Journal
  doi: 10.1016/j.pacfin.2012.04.004
– volume: 35
  start-page: 201
  issue: 3
  year: 2013
  ident: key2021100109493758900_ref016
  article-title: The information content of trades: an analysis of KOSPI200 index derivatives
  publication-title: Journal of Futures Markets
– volume: 5
  start-page: 235
  issue: 3
  year: 2006
  ident: key2021100109493758900_ref007
  article-title: An empirical investigation of the lead-lag relations of returns and volatilities among the KOSPI spot, futures and options markets and their explanations
  publication-title: Journal of Emerging Market Finance
  doi: 10.1177/097265270600500303
– volume: 32
  start-page: 1
  issue: 1
  year: 2012
  ident: key2021100109493758900_ref017
  article-title: Are speculators informed?
  publication-title: Journal of Futures Markets
  doi: 10.1002/fut.20509
SSID ssj0002909783
Score 2.1661692
Snippet The National Pension Service (NPS) of Korea is one of the largest institutional investors in the world and it has been known as the market stabilizer in the...
The authors investigate the effect of a short-term stock return reversal on the term structure of momentum profits in the Korean stock market following Goyal...
SourceID nrf
proquest
crossref
SourceType Open Website
Aggregation Database
Enrichment Source
Index Database
StartPage 215
SubjectTerms Datasets
Derivatives
Futures market
Hedging
Institutional investments
Investment policy
Options markets
Prices
Securities markets
Stock exchanges
Volatility
경영학
Title The market impact of futures trading by the National Pension Service (NPS) of Korea
URI https://www.proquest.com/docview/2634144676
https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002757995
Volume 29
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
ispartofPNX 선물연구, 2021, 29(3), , pp.215-233
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELb6kBAXRAuILaWyKg6AZJF1HCc-IAR9qBSxWlgq7c3ys6pakrLdHvrvO-M4RVWlnnJIfMiMPfN9nhch77iqbWycZUbYignfRGaNAiBXOF-DAw5VidXIPyfy6EQcz6v5CpkMtTCYVjnYxGSofefwjvwTl2BvgbvU8svlP4ZTozC6OozQMHm0gv-cWoytknUwyQ3s-_VvB5Pp77tbF65S3QKyMM4VU00zz6FOHIdzvP9rlsqVMW8B0c49Z7XaLuIDi53c0OFz8izjR_q1V_gGWQntJnkypK-_IDPQO_2bSplpXwFJu0j7ziFXdLlIKfPU3lAAfjQ3xb6gU0xj71qaLQd9P5nOPuDCHx2Aypfk5PDgz94Ry4MTmIMfFMxwQCVGWcldiBVXHhiziUEoU4toANMByzKFiXWE0wdHXJqy9OMi-CoG4B_j8hVZa7s2vCa0tHYcZYiq4kbw2hlVyCAa77yXsZZxRIpBQtrlruI43OJCJ3ZRNBqFqguuUagY6hYj8vFuyWXfUuOxj3dB7PrcnWlshI3P006fLzTA_e9aNRKItBqR7UErOh_BK_1_w2w9_voNedorXDFebpO15eI6vAWksbQ7efvsJKZ-C9Idz4Y
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwED9tnQS8ID5FxwALgQRI0VLHceKHCQHb1K5bVegm9c04sY2mjWS0RWj_HH8bd4kzhJD2tqc8JHak8_nu97PvA-AVV1nh87KIjCjSSNjcR4VRCOTi0mbogF2aUDby0UQOT8TBPJ2vwe8uF4bCKjub2BhqW5d0Rr7NJdpb5C6ZfH_xI6KuUXS72rXQMKG1gt1pSoyFxI6xu_yFFG65M9rF9X7N-f7e8adhFLoMRCVXsYgMRxduVCF56XzKlUV6abwTymTCGwRASElMbHzmUVVxP0iTJHYQO5t6h2B9kOC867AhKMO1Bxsf9ybTL1enPPgHOlsh1se5ilSez8PVKrXfOdj9PGvSoylOgtDVP85xvVr4_zxE4_b278HdgFfZh1bB7sOaqx7ArS5c_iHMUM_Y9yZ1mrUZl6z2rK1UsmSrRROiz4pLhkCThSLc52xKYfN1xYKlYm8m09lbGjiuEcQ-gpMbEeFj6FV15Z4AS4pi4KXzKuVG8Kw0KpZO5La0VvpM-j7EnYR0GaqYUzONc92wmTjXJFQdc01Cpat10Yd3V0Mu2hIe1338EsWuz8pTTYW36fmt1mcLjfRipFUukbirPmx1q6LDll_qvwq6ef3rF3B7eHx0qA9Hk_FTuNMuvop4sgW91eKne4YoZ1U8D6rE4OtNa-8fuBsLPw
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1bb9MwFD7aOmniBXEVZQMsBBIgWUsdx4kfJgR01bpCVSiT-uY5viC0LRltEdpf5FdxnDhDCGlve8pDYkc6Pj7n--xzAXjBZF76wpRU8zKj3BaelloikEuMzdEBuywN2cifpuLwmB8tssUG_O5yYUJYZWcTG0NtaxPOyPeYQHuL3CUXez6GRcyGo7cXP2joIBVuWrt2Gjq2WbD7TbmxmOQxcZe_kM6t9sdDXPuXjI0Ovn44pLHjADVMJpxqhu5cy1Iw43zGpEWqqb3jUufcawRDSE90on3uUW1xbwidpnaQOJt5h8B9kOK8m7CVo5fkPdh6fzCdfbk68cE_hHOWwAAZk1QWxSJes4ZWPEfDz_MmVTrETASk9Y-j3KyW_j9v0bjA0R24HbEredcq213YcNU92O5C5-_DHHWOnDdp1KTNviS1J23VkhVZL5twfVJeEgSdJBbkPiOzEEJfVyRaLfJqOpu_DgMnNQLaB3B8IyJ8CL2qrtwjIGlZDrxwXmZMc5YbLRPheGGNtcLnwvch6SSkTKxoHhprnKmG2SSFCkJVCVNBqOGanffhzdWQi7acx3UfP0exq1PzXYUi3OH5rVanS4VUY6xkIZDEyz7sdqui4vZfqb_K-vj6189gG7VYfRxPJztwq117SVm6C7318qd7goBnXT6NmkTg5KaV9w8XkQ9r
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+market+impact+of+futures+trading+by+the+National+Pension+Service+%28NPS%29+of+Korea&rft.jtitle=Seonmul+yeongu+%28Online%29&rft.au=%EC%9A%B0%EB%AF%BC%EC%B2%A0&rft.au=%EA%B9%80%EB%AA%85%EC%95%A0&rft.date=2021-09-23&rft.pub=%ED%95%9C%EA%B5%AD%ED%8C%8C%EC%83%9D%EC%83%81%ED%92%88%ED%95%99%ED%9A%8C&rft.issn=2713-6647&rft.eissn=1229-988X&rft.spage=215&rft.epage=233&rft_id=info:doi/10.1108%2FJDQS-02-2021-0004&rft.externalDBID=n%2Fa&rft.externalDocID=oai_kci_go_kr_ARTI_9865239
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1229-988X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1229-988X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1229-988X&client=summon