Insight into digital finance and fintech: A bibliometric and content analysis
As an emerging financial service model, digital finance has gained tremendous popularity among providers and users. This paper explores the development of digital finance literature over the period 2006–2022, using a sample including 1191 documents from Web of Science (WoS) and Scopus databases. We...
Saved in:
Published in | Technology in society Vol. 73; p. 102221 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.05.2023
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | As an emerging financial service model, digital finance has gained tremendous popularity among providers and users. This paper explores the development of digital finance literature over the period 2006–2022, using a sample including 1191 documents from Web of Science (WoS) and Scopus databases. We adopt a hybrid approach combining the bibliometric method and content analysis. Fundamentally, using the bibliometric method, we have offered critical knowledge and information regarding the document types, number of annual publications, subject areas, the most prolific countries/institutions/journals/authors, and citation and co-citation network of authors/journals. Further, using the content method to classify, analyze, and summarize all the relevant documents, we have identified and delineated four thematic streams that dominate the research domain: applications and governance, critical underpinning technologies, digital financial services, and their effect on enterprises. Finally, detailed discussions regarding theoretical and practical implications and future research directions are presented to highlight the research objective of this paper.
•Bibliometric and content analyses are performed to explore the development of digital finance and fintech research.•Prolific countries/institutions/journals/authors are identified through bibliometric analysis.•Hotspots are identified through density, theme, and content analyses.•We provide ideas to process substantial literature data from multiple sources.•The findings shed some light on researchers, policymakers, and practitioners. |
---|---|
AbstractList | As an emerging financial service model, digital finance has gained tremendous popularity among providers and users. This paper explores the development of digital finance literature over the period 2006–2022, using a sample including 1191 documents from Web of Science (WoS) and Scopus databases. We adopt a hybrid approach combining the bibliometric method and content analysis. Fundamentally, using the bibliometric method, we have offered critical knowledge and information regarding the document types, number of annual publications, subject areas, the most prolific countries/institutions/journals/authors, and citation and co-citation network of authors/journals. Further, using the content method to classify, analyze, and summarize all the relevant documents, we have identified and delineated four thematic streams that dominate the research domain: applications and governance, critical underpinning technologies, digital financial services, and their effect on enterprises. Finally, detailed discussions regarding theoretical and practical implications and future research directions are presented to highlight the research objective of this paper.
•Bibliometric and content analyses are performed to explore the development of digital finance and fintech research.•Prolific countries/institutions/journals/authors are identified through bibliometric analysis.•Hotspots are identified through density, theme, and content analyses.•We provide ideas to process substantial literature data from multiple sources.•The findings shed some light on researchers, policymakers, and practitioners. |
ArticleNumber | 102221 |
Author | Liu, Xindi Zou, Zongsen Wang, Meng Yang, Xinze |
Author_xml | – sequence: 1 givenname: Zongsen orcidid: 0000-0002-6436-8109 surname: Zou fullname: Zou, Zongsen email: zouzongsen@qfnu.edu.cn – sequence: 2 givenname: Xindi surname: Liu fullname: Liu, Xindi – sequence: 3 givenname: Meng surname: Wang fullname: Wang, Meng – sequence: 4 givenname: Xinze surname: Yang fullname: Yang, Xinze |
BookMark | eNqFkMtKAzEUhoNUsK0-gjAvMDWZZC7RhZTipVBxo-AuZM5k2lOmGUmC0Lc343Tlpqsccs73w__NyMT21hByy-iCUVbc7RfBwM73sMhoxuNflmXsgkxZVcqUZ6WYkGm8o2kp2dcVmXm_p5RyLqopeVtbj9tdSNCGPmlwi0F3SYtWWzCJts0wD_H3yTKpse6wP5jgEP520MedDXHW3dGjvyaXre68uTm9c_L5_PSxek037y_r1XKTAqcypLnUpahbKbQpiryFHBqARraGF7kUggtuWCNoBVznrC4qJkQLkWGSManzks9JPuaC6713plXfDg_aHRWjanCi9urkRA1O1Ogkcg__OIh9A8YaTmN3ln4caROr_aBxygOa6KlBZyCopsczCb_rVIMi |
CitedBy_id | crossref_primary_10_1016_j_heliyon_2023_e23902 crossref_primary_10_3390_ijfs11020079 crossref_primary_10_1016_j_procs_2024_11_083 crossref_primary_10_21511_ins_15_2__2024_11 crossref_primary_10_1108_JM2_08_2023_0183 crossref_primary_10_2478_tjeb_2024_0003 crossref_primary_10_1016_j_jenvman_2024_121456 crossref_primary_10_1016_j_teler_2024_100128 crossref_primary_10_55643_fcaptp_4_57_2024_4429 crossref_primary_10_1016_j_enbuild_2024_114328 crossref_primary_10_3389_phrs_2024_1606354 crossref_primary_10_55643_fcaptp_4_57_2024_4443 crossref_primary_10_24857_rgsa_v18n2_118 crossref_primary_10_1016_j_techsoc_2023_102401 crossref_primary_10_1016_j_techsoc_2024_102485 crossref_primary_10_1016_j_iref_2024_04_040 crossref_primary_10_1016_j_heliyon_2024_e36107 crossref_primary_10_1080_09537325_2024_2423800 crossref_primary_10_1016_j_iref_2024_05_014 crossref_primary_10_1057_s41599_023_02528_7 crossref_primary_10_1007_s11135_025_02067_0 crossref_primary_10_3390_jrfm17080324 crossref_primary_10_1016_j_ememar_2024_101140 crossref_primary_10_1016_j_ribaf_2023_102200 crossref_primary_10_1080_13504851_2025_2451113 crossref_primary_10_1016_j_techsoc_2024_102556 crossref_primary_10_1016_j_iref_2024_03_032 crossref_primary_10_1016_j_techsoc_2024_102796 crossref_primary_10_1007_s11356_023_31382_y crossref_primary_10_1016_j_iref_2024_103639 crossref_primary_10_21511_im_21_1__2025_21 |
Cites_doi | 10.1080/14778238.2021.2015261 10.1108/IMDS-08-2018-0374 10.1016/S0306-4573(00)00051-0 10.1007/s12525-017-0275-0 10.1016/j.econmod.2019.09.027 10.1080/14697688.2012.708779 10.1108/ITP-05-2018-0243 10.1016/j.jbusres.2021.04.067 10.1177/0539018405058216 10.1016/j.elerap.2019.100833 10.1016/j.elerap.2006.12.004 10.1186/s40854-019-0147-z 10.3390/su14042120 10.7326/0003-4819-151-4-200908180-00135 10.3390/su12093733 10.1080/07421222.2021.1958541 10.1080/1540496X.2021.1923477 10.1080/00036846.2020.1808177 10.1016/j.techfore.2021.120721 10.1016/j.respol.2019.03.018 10.1016/j.ibusrev.2020.101717 10.1016/j.jcorpfin.2021.101941 10.1111/acfi.12405 10.1016/j.jbusres.2021.04.070 10.1016/j.procs.2013.09.300 10.1016/j.elerap.2020.101018 10.1007/s10961-021-09875-0 10.1016/j.econmod.2019.09.026 10.1177/1094428114562629 10.1016/j.jwb.2017.11.003 10.1016/j.chieco.2009.01.002 10.1016/j.comcom.2020.12.028 10.1016/j.techsoc.2020.101323 10.1080/07421222.2018.1440766 10.1108/AAAJ-01-2015-1939 10.1016/j.tre.2020.102067 10.1016/j.techsoc.2019.101154 10.3390/su13158292 10.1109/ACCESS.2021.3072849 10.1016/j.cie.2020.107001 10.1108/IJBM-05-2017-0099 10.1016/j.techsoc.2020.101509 10.1016/j.respol.2019.01.003 10.1186/s40854-021-00285-7 10.1016/j.frl.2019.08.008 10.1038/d41586-021-02615-2 10.1109/MCOM.2018.1701095 10.1002/bse.2670 10.3390/su11226434 10.1371/journal.pone.0264647 10.1108/JSTP-08-2018-0185 10.4067/S0718-27242022000200071 10.1080/1351847X.2019.1703024 10.1504/IJBPM.2006.008149 10.1371/journal.pone.0163477 10.1080/13504851.2021.1875118 10.1108/JEIM-01-2021-0057 10.1111/ijcs.12695 10.1007/s40804-018-0100-z 10.1080/09537287.2020.1780508 10.1016/j.joi.2010.07.002 10.1080/17530350.2014.993683 10.1109/ACCESS.2018.2875782 10.1016/j.jclepro.2021.129458 10.1108/BFJ-08-2021-0904 10.1504/IJTM.2021.115761 10.1177/1094428106289252 10.1016/j.bir.2017.12.003 10.3390/su10051409 10.3389/fenvs.2021.796495 10.1080/09537287.2019.1631460 10.1016/j.techfore.2017.12.005 10.1080/1540496X.2018.1496422 10.1016/j.techfore.2021.120649 10.1017/S0305741020000879 10.1016/j.jbusres.2022.06.011 10.1016/j.heliyon.2022.e10385 10.1016/j.knosys.2017.12.030 10.1002/spe.3018 10.1080/13563467.2019.1708879 10.1109/MSP.2017.3681060 10.1002/aepp.13151 10.1155/2022/1607020 10.1109/TEM.2020.2984032 10.1177/1024529420965524 10.1016/j.scs.2022.103829 |
ContentType | Journal Article |
Copyright | 2023 Elsevier Ltd |
Copyright_xml | – notice: 2023 Elsevier Ltd |
DBID | AAYXX CITATION |
DOI | 10.1016/j.techsoc.2023.102221 |
DatabaseName | CrossRef |
DatabaseTitle | CrossRef |
DatabaseTitleList | |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 1879-3274 |
ExternalDocumentID | 10_1016_j_techsoc_2023_102221 S0160791X2300026X |
GroupedDBID | --K --M -~X .~1 0R~ 123 13V 186 1B1 1OL 1RT 1~. 1~5 29Q 4.4 457 4G. 5VS 7-5 71M 8P~ 9JO AACTN AAEDT AAEDW AAFJI AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXUO ABFNM ABJNI ABKBG ABMAC ABMMH ABMVD ABXDB ABYKQ ACDAQ ACGFS ACHRH ACIWK ACNTT ACRLP ADBBV ADEZE ADMUD AEBSH AEKER AFKWA AFTJW AGHFR AGJBL AGUBO AGUMN AGYEJ AHHHB AIEXJ AIKHN AITUG AJBFU AJOXV AKYCK ALEQD ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOMHK ASPBG AVARZ AVWKF AXJTR AZFZN BKOJK BLXMC BNSAS CS3 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HMY HVGLF HZ~ IHE J1W KOM M3Y M41 MO0 MVM N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PRBVW Q38 R2- RIG ROL RPZ SDF SDG SDP SES SEW SPCBC SSB SSL SSO SSS SSZ T5K TN5 UHB UHS ULY WUQ ~02 ~G- AATTM AAXKI AAYWO AAYXX ABWVN ACRPL ACVFH ADCNI ADMHG ADNMO AEIPS AEUPX AFJKZ AFPUW AFXIZ AGCQF AGQPQ AGRNS AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP BNPGV CITATION SSH |
ID | FETCH-LOGICAL-c309t-59a74bf94ae665fc5cdccd9fe365944343e1d408c3a51b68144fc9a719119a573 |
IEDL.DBID | .~1 |
ISSN | 0160-791X |
IngestDate | Tue Jul 01 01:35:33 EDT 2025 Thu Apr 24 23:07:07 EDT 2025 Fri Feb 23 02:38:48 EST 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | Visualization study Digital finance Fintech Bibliometric analysis Content analysis |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c309t-59a74bf94ae665fc5cdccd9fe365944343e1d408c3a51b68144fc9a719119a573 |
ORCID | 0000-0002-6436-8109 |
ParticipantIDs | crossref_primary_10_1016_j_techsoc_2023_102221 crossref_citationtrail_10_1016_j_techsoc_2023_102221 elsevier_sciencedirect_doi_10_1016_j_techsoc_2023_102221 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | May 2023 2023-05-00 |
PublicationDateYYYYMMDD | 2023-05-01 |
PublicationDate_xml | – month: 05 year: 2023 text: May 2023 |
PublicationDecade | 2020 |
PublicationTitle | Technology in society |
PublicationYear | 2023 |
Publisher | Elsevier Ltd |
Publisher_xml | – name: Elsevier Ltd |
References | Zupic, Cater (bib23) 2015; 18 An, Rau (bib51) 2021; 27 Milian, Spinola, Carvalho (bib21) 2019; 34 Tang, Ding, Gao, Zhao (bib85) 2022; 81 Kauffman, Weber (bib53) 2021; 38 Butticè, Vismara (bib79) 2021; 47 Yli-Huumo, Ko, Choi, Park, Smolander (bib68) 2016; 11 Cao, Nie, Sun, Sun, Taghizadeh-Hesary (bib57) 2021; 327 Nambisan, Wright, Feldman (bib83) 2019; 48 Saha, Dey, Papagiannaki (bib41) 2021; 30 Bogusz, Laurell, Sandstrom (bib56) 2020; 67 Ma, Lei, Chen, Wang (bib82) 2021; 2021 Rachana Harish, Liu, Zhong, Huang (bib84) 2021; 151 Bretas, Alon (bib34) 2021; 133 Aisaiti, Liu, Xie, Yang (bib69) 2019; 119 Luo (bib81) 2022; 2022 Gruin, Gruin, Gruin, Massot (bib66) 2021; 25 Tandon, Kaur, Mäntymäki, Dhir (bib26) 2021; 166 Duvvuru, Radhakrishnan, More, Kamarthi, Sultornsanee (bib32) 2013; 20 Brika (bib13) 2022; 9 Yang, Zhao, Han, Liu, Yang (bib63) 2021; 35 Bogdan, Renate, Sebastian, Camelia (bib7) 2021; 55 2022. Zhao, Zheng, Yang (bib76) 2022; 14 Yang, Li (bib92) 2018; 54 Bollaert, Lopez-De-Silanes, Schwienbacher (bib12) 2021; 68 Bhutta, Khwaja, Nadeem, Ahmad, Khan, Hanif, Cao (bib64) 2021; 9 Guilbaud, Pham (bib50) 2013; 13 Waltman, van Eck, Noyons (bib36) 2010; 4 Yang, Zhang (bib75) 2020; 12 Gomber, Kauffman, Parker, Weber (bib4) 2018; 35 Jünger, Mietzner (bib47) 2020; 34 Sanka, Irfan, Huang, Cheung (bib14) 2021; 169 Apiors, Suzuki (bib78) 2018; 10 Biancone, Brescia, Lanzalonga, Alam (bib27) 2022; 124 Perboli, Member, Musso, Rosano (bib43) 2018; 6 Sun, Li, Wang (bib22) 2022 Xiong, Zhang, Niyato, Wang, Han (bib40) 2018; 56 Sinha, Majra, Hutchins, Saxena (bib49) 2019; 37 Yin, Gong, Guo, Wu (bib88) 2019; 82 Duriau, Reger, Pfarrer (bib29) 2007; 10 Ye, Keesling (bib38) 2006; 8 Jain, Gabor (bib59) 2020; 25 Scherer (bib90) 2005; 44 Wamba, Kamdjoug, Bawack, Keogh (bib18) 2020; 31 Li, Xu (bib19) 2021; 7 Hardin, Rottinghaus (bib52) 2015; 8 Manyika, Lund, Singer, White, Berry (bib2) 2016 T. Lyman, K. Lauer, What is digital financial inclusion and why 2022 Does It Matter? [Retrieved 2022 16 September]; Available from Donthu, Kumar, Mukherjee, Pandey, Lim (bib25) 2021; 133 Massaro, Dumay, Guthrie (bib30) 2016; 29 Traynor, Butler, Bowers, Reaves (bib73) 2017; 15 Au, Kauffman (bib45) 2008; 7 Moher (bib37) 2009; 151 Breidbach, Keating, Lim (bib1) 2019; 30 Aziz, Naima (bib93) 2021; 64 Ozturk, Ullah (bib11) 2022 Wang, Xu, Zeng (bib67) 2018; 144 Maiti, Vuković, Mukherjee, Paikarao, Yadav (bib42) 2022; 52 Subacchi (bib61) 2021; 597 Fernandes, Borges, Caiado (bib70) 2021; 53 Benami, Carter (bib39) 2021; 43 Ng, Kauffman, Griffin, Hedman (bib54) 2021; 46 Cai (bib16) 2018; 58 Kanungo, Gupta (bib71) 2021; 167 Dutta, Choi, Somani, Butala (bib65) 2020; 142 Ding, Chowdhury, Foo (bib35) 2001; 37 Marsal-Llacuna (bib44) 2018; 128 Wang, Zhang, Wang (bib74) 2022; 29 Gimpel, Rau, Röglinger (bib5) 2018; 28 Deng, Huang, Cheng (bib95) 2019; 11 Arner, Zetzsche, Buckley, Barberis (bib55) 2018 Yao, Yang (bib87) 2022; 17 Ji, Wang, Xu, Li (bib6) 2021; 13 Xu, Chen, Kou (bib46) 2019; 5 Takeda, Ito (bib15) 2021; 86 Paul, Criado (bib24) 2020; 29 Li, Wu, Xiao (bib9) 2020; 86 Wang (bib62) 2021; 247 Paul, Lim, O Cass, Hao, Bresciani (bib91) 2021; 45 Gaur, Kumar (bib31) 2018; 53 Lu, Wu, Li, Nguyen (bib80) 2022; 58 de Bem Machado, Secinaro, Calandra, Lanzalonga (bib33) 2022; 20 Yu, Zhao, Xue, Gao (bib10) 2020; 62 Rana, Luthra, Rao (bib8) 2019; 33 Huang (bib48) 2018; 19 Alshater, Saba, Supriani, Rabbani (bib17) 2022; 8 Wang, Mahmood, Sismeiro, Vulkan (bib86) 2019; 48 Yueh (bib89) 2009; 20 Gomber, Koch, Siering (bib3) 2017; 87 Secinaro, Calandra, Lanzalonga, Ferraris (bib28) 2022; 150 Chen, Kumara, Sivakumar (bib58) 2021 Campos-Teixeira, Tello-Gamarra (bib20) 2022; 17 Ozili (bib60) 2018; 18 Abou-Foul, Ruiz-Alba, Soares (bib77) 2021; 32 Mushtaq, Bruneau (bib94) 2019; 59 Milian (10.1016/j.techsoc.2023.102221_bib21) 2019; 34 Sanka (10.1016/j.techsoc.2023.102221_bib14) 2021; 169 Yli-Huumo (10.1016/j.techsoc.2023.102221_bib68) 2016; 11 Wang (10.1016/j.techsoc.2023.102221_bib62) 2021; 247 Yueh (10.1016/j.techsoc.2023.102221_bib89) 2009; 20 Li (10.1016/j.techsoc.2023.102221_bib19) 2021; 7 Maiti (10.1016/j.techsoc.2023.102221_bib42) 2022; 52 Chen (10.1016/j.techsoc.2023.102221_bib58) 2021 Manyika (10.1016/j.techsoc.2023.102221_bib2) 2016 Ng (10.1016/j.techsoc.2023.102221_bib54) 2021; 46 Bogusz (10.1016/j.techsoc.2023.102221_bib56) 2020; 67 Apiors (10.1016/j.techsoc.2023.102221_bib78) 2018; 10 Yao (10.1016/j.techsoc.2023.102221_bib87) 2022; 17 Paul (10.1016/j.techsoc.2023.102221_bib91) 2021; 45 Huang (10.1016/j.techsoc.2023.102221_bib48) 2018; 19 Waltman (10.1016/j.techsoc.2023.102221_bib36) 2010; 4 Yang (10.1016/j.techsoc.2023.102221_bib75) 2020; 12 Wamba (10.1016/j.techsoc.2023.102221_bib18) 2020; 31 Tandon (10.1016/j.techsoc.2023.102221_bib26) 2021; 166 Ding (10.1016/j.techsoc.2023.102221_bib35) 2001; 37 Jünger (10.1016/j.techsoc.2023.102221_bib47) 2020; 34 Donthu (10.1016/j.techsoc.2023.102221_bib25) 2021; 133 Duriau (10.1016/j.techsoc.2023.102221_bib29) 2007; 10 Gomber (10.1016/j.techsoc.2023.102221_bib3) 2017; 87 Duvvuru (10.1016/j.techsoc.2023.102221_bib32) 2013; 20 Au (10.1016/j.techsoc.2023.102221_bib45) 2008; 7 Traynor (10.1016/j.techsoc.2023.102221_bib73) 2017; 15 Ma (10.1016/j.techsoc.2023.102221_bib82) 2021; 2021 Hardin (10.1016/j.techsoc.2023.102221_bib52) 2015; 8 Nambisan (10.1016/j.techsoc.2023.102221_bib83) 2019; 48 Luo (10.1016/j.techsoc.2023.102221_bib81) 2022; 2022 Xu (10.1016/j.techsoc.2023.102221_bib46) 2019; 5 Zupic (10.1016/j.techsoc.2023.102221_bib23) 2015; 18 Gaur (10.1016/j.techsoc.2023.102221_bib31) 2018; 53 Tang (10.1016/j.techsoc.2023.102221_bib85) 2022; 81 Sun (10.1016/j.techsoc.2023.102221_bib22) 2022 Moher (10.1016/j.techsoc.2023.102221_bib37) 2009; 151 Alshater (10.1016/j.techsoc.2023.102221_bib17) 2022; 8 Benami (10.1016/j.techsoc.2023.102221_bib39) 2021; 43 Fernandes (10.1016/j.techsoc.2023.102221_bib70) 2021; 53 Paul (10.1016/j.techsoc.2023.102221_bib24) 2020; 29 Saha (10.1016/j.techsoc.2023.102221_bib41) 2021; 30 Subacchi (10.1016/j.techsoc.2023.102221_bib61) 2021; 597 Sinha (10.1016/j.techsoc.2023.102221_bib49) 2019; 37 Xiong (10.1016/j.techsoc.2023.102221_bib40) 2018; 56 Massaro (10.1016/j.techsoc.2023.102221_bib30) 2016; 29 Bogdan (10.1016/j.techsoc.2023.102221_bib7) 2021; 55 de Bem Machado (10.1016/j.techsoc.2023.102221_bib33) 2022; 20 Guilbaud (10.1016/j.techsoc.2023.102221_bib50) 2013; 13 Jain (10.1016/j.techsoc.2023.102221_bib59) 2020; 25 Campos-Teixeira (10.1016/j.techsoc.2023.102221_bib20) 2022; 17 Arner (10.1016/j.techsoc.2023.102221_bib55) 2018 Ozturk (10.1016/j.techsoc.2023.102221_bib11) 2022 Li (10.1016/j.techsoc.2023.102221_bib9) 2020; 86 Takeda (10.1016/j.techsoc.2023.102221_bib15) 2021; 86 Rachana Harish (10.1016/j.techsoc.2023.102221_bib84) 2021; 151 Bollaert (10.1016/j.techsoc.2023.102221_bib12) 2021; 68 Wang (10.1016/j.techsoc.2023.102221_bib74) 2022; 29 Ye (10.1016/j.techsoc.2023.102221_bib38) 2006; 8 Abou-Foul (10.1016/j.techsoc.2023.102221_bib77) 2021; 32 Gruin (10.1016/j.techsoc.2023.102221_bib66) 2021; 25 10.1016/j.techsoc.2023.102221_bib72 Scherer (10.1016/j.techsoc.2023.102221_bib90) 2005; 44 Brika (10.1016/j.techsoc.2023.102221_bib13) 2022; 9 Dutta (10.1016/j.techsoc.2023.102221_bib65) 2020; 142 Gomber (10.1016/j.techsoc.2023.102221_bib4) 2018; 35 Biancone (10.1016/j.techsoc.2023.102221_bib27) 2022; 124 Kauffman (10.1016/j.techsoc.2023.102221_bib53) 2021; 38 Mushtaq (10.1016/j.techsoc.2023.102221_bib94) 2019; 59 Yang (10.1016/j.techsoc.2023.102221_bib63) 2021; 35 Bretas (10.1016/j.techsoc.2023.102221_bib34) 2021; 133 Butticè (10.1016/j.techsoc.2023.102221_bib79) 2021; 47 Gimpel (10.1016/j.techsoc.2023.102221_bib5) 2018; 28 Aisaiti (10.1016/j.techsoc.2023.102221_bib69) 2019; 119 Cao (10.1016/j.techsoc.2023.102221_bib57) 2021; 327 Secinaro (10.1016/j.techsoc.2023.102221_bib28) 2022; 150 Yu (10.1016/j.techsoc.2023.102221_bib10) 2020; 62 Cai (10.1016/j.techsoc.2023.102221_bib16) 2018; 58 Lu (10.1016/j.techsoc.2023.102221_bib80) 2022; 58 Wang (10.1016/j.techsoc.2023.102221_bib86) 2019; 48 Deng (10.1016/j.techsoc.2023.102221_bib95) 2019; 11 Yin (10.1016/j.techsoc.2023.102221_bib88) 2019; 82 Wang (10.1016/j.techsoc.2023.102221_bib67) 2018; 144 An (10.1016/j.techsoc.2023.102221_bib51) 2021; 27 Breidbach (10.1016/j.techsoc.2023.102221_bib1) 2019; 30 Ozili (10.1016/j.techsoc.2023.102221_bib60) 2018; 18 Kanungo (10.1016/j.techsoc.2023.102221_bib71) 2021; 167 Aziz (10.1016/j.techsoc.2023.102221_bib93) 2021; 64 Marsal-Llacuna (10.1016/j.techsoc.2023.102221_bib44) 2018; 128 Zhao (10.1016/j.techsoc.2023.102221_bib76) 2022; 14 Ji (10.1016/j.techsoc.2023.102221_bib6) 2021; 13 Bhutta (10.1016/j.techsoc.2023.102221_bib64) 2021; 9 Yang (10.1016/j.techsoc.2023.102221_bib92) 2018; 54 Rana (10.1016/j.techsoc.2023.102221_bib8) 2019; 33 Perboli (10.1016/j.techsoc.2023.102221_bib43) 2018; 6 |
References_xml | – volume: 15 start-page: 85 year: 2017 end-page: 89 ident: bib73 article-title: FintechSec: addressing the security challenges of digital financial services publication-title: Ieee Security & Privacy – volume: 2021 start-page: 1 year: 2021 end-page: 7 ident: bib82 article-title: Digital finance and firm exit: mathematical model and empirical evidence from industrial firms publication-title: Discrete Dynam Nat. Soc. – volume: 58 start-page: 965 year: 2018 end-page: 992 ident: bib16 article-title: Disruption of financial intermediation by fintech: a review on crowdfunding and blockchain publication-title: Account. Finance – volume: 48 year: 2019 ident: bib86 article-title: The evolution of equity crowdfunding: insights from Co-investments of angels and the crowd publication-title: Res. Pol. – year: 2022 ident: bib22 article-title: Fintech: from budding to explosion — an overview of the current state of research publication-title: Review of Managerial Science – volume: 17 year: 2022 ident: bib87 article-title: Can digital finance boost SME innovation by easing financing constraints?: evidence from Chinese gem-listed companies publication-title: PLoS One – volume: 133 start-page: 51 year: 2021 end-page: 65 ident: bib34 article-title: Franchising research on emerging markets: bibliometric and content analyses publication-title: J. Bus. Res. – volume: 151 start-page: 264 year: 2009 ident: bib37 article-title: Preferred reporting items for systematic reviews and meta-analyses: the prisma statement publication-title: Ann. Intern. Med. – volume: 17 start-page: 71 year: 2022 end-page: 86 ident: bib20 article-title: Fintechs: a global bibliometric analysis and research trends publication-title: J. Technol. Manag. Innovat. – volume: 29 year: 2020 ident: bib24 article-title: The art of writing literature review: what do we know and what do we need to know? publication-title: Int. Bus. Rev. – year: 2021 ident: bib58 article-title: Investigation of finance industry on risk awareness model and digital economic growth publication-title: Ann. Oper. Res. – volume: 47 start-page: 1224 year: 2021 end-page: 1241 ident: bib79 article-title: Inclusive digital finance: the industry of equity crowdfunding publication-title: J. Technol. Tran. – volume: 34 year: 2019 ident: bib21 article-title: Fintechs: a literature review and research agenda publication-title: Electron. Commer. Res. Appl. – volume: 150 start-page: 399 year: 2022 end-page: 416 ident: bib28 article-title: Electric vehicles' consumer behaviours: mapping the field and providing a research agenda publication-title: J. Bus. Res. – volume: 597 start-page: 626 year: 2021 end-page: 627 ident: bib61 article-title: From gold to bitcoin and beyond publication-title: Nature – volume: 11 year: 2016 ident: bib68 article-title: Where is current research on blockchain technology?—a systematic review publication-title: PLoS One – volume: 25 start-page: 580 year: 2021 end-page: 604 ident: bib66 article-title: The epistemic evolution of market authority: big data, blockchain and China's neostatist challenge to neoliberalism publication-title: Compet. Change – volume: 14 start-page: 2120 year: 2022 ident: bib76 article-title: Does digital inclusive finance narrow the urban-rural income gap through primary distribution and redistribution? publication-title: Sustainability – volume: 10 start-page: 5 year: 2007 end-page: 34 ident: bib29 article-title: A content analysis of the content analysis literature in organization studies: research themes, data sources, and methodological refinements publication-title: Organ. Res. Methods – volume: 29 start-page: 555 year: 2022 end-page: 558 ident: bib74 article-title: How does digital finance impact the leverage of Chinese households? publication-title: Appl. Econ. Lett. – volume: 151 year: 2021 ident: bib84 article-title: Log-flock: a blockchain-enabled platform for digital asset valuation and risk assessment in E-commerce logistics financing publication-title: Comput. Ind. Eng. – volume: 87 start-page: 537 year: 2017 end-page: 580 ident: bib3 article-title: Digital finance and fintech: current research and future research directions publication-title: J. Bus. Econ. – volume: 81 year: 2022 ident: bib85 article-title: Can digital finance help increase the value of strategic emerging enterprises? publication-title: Sustain. Cities Soc. – volume: 29 start-page: 767 year: 2016 end-page: 801 ident: bib30 article-title: On the shoulders of giants: undertaking a structured literature review in accounting publication-title: Account Audit. Account. J. – volume: 27 start-page: 334 year: 2021 end-page: 345 ident: bib51 article-title: Finance, technology and disruption publication-title: Eur. J. Finance – volume: 10 start-page: 1409 year: 2018 ident: bib78 article-title: Mobile money, individuals' payments, remittances, and investments: evidence from the ashanti region, Ghana publication-title: Sustainability – volume: 30 start-page: 79 year: 2019 end-page: 102 ident: bib1 article-title: Fintech: research directions to explore the digital transformation of financial service systems publication-title: Journal of Service Theory and Practice – volume: 8 start-page: 547 year: 2015 end-page: 563 ident: bib52 article-title: Introducing a cultural approach to technology in financial markets publication-title: Journal of Cultural Economy – volume: 53 start-page: 400 year: 2021 end-page: 409 ident: bib70 article-title: The contribution of digital financial services to financial inclusion in Mozambique: an ARDL model approach publication-title: Appl. Econ. – volume: 20 start-page: 439 year: 2013 end-page: 445 ident: bib32 article-title: Analyzing structural & temporal characteristics of keyword system in academic research articles publication-title: Procedia Comput. Sci. – volume: 67 start-page: 1099 year: 2020 end-page: 1108 ident: bib56 article-title: Tracking the digital evolution of entrepreneurial finance: the interplay between crowdfunding, blockchain technologies, cryptocurrencies, and initial coin offerings publication-title: IEEE Trans. Eng. Manag. – volume: 8 year: 2022 ident: bib17 article-title: Fintech in islamic finance literature: a review publication-title: Heliyon – volume: 12 start-page: 3733 year: 2020 ident: bib75 article-title: Digital financial inclusion and sustainable growth of small and micro enterprises—evidence based on China's new third board market listed companies publication-title: Sustainability – volume: 35 start-page: 1288 year: 2021 end-page: 1304 ident: bib63 article-title: Big data, big challenges: risk management of financial market in the digital economy publication-title: J. Enterprise Inf. Manag. – volume: 55 start-page: 165 year: 2021 end-page: 182 ident: bib7 article-title: Applying AHP and fuzzy AHP management methods to assess the level of financial and digital inclusion publication-title: Econ. Comput. Econ. Cybern. Stud. Res. – volume: 13 start-page: 8292 year: 2021 ident: bib6 article-title: Has digital financial inclusion narrowed the urban-rural income gap: the role of entrepreneurship in China publication-title: Sustainability – volume: 327 year: 2021 ident: bib57 article-title: Digital finance, green technological innovation and energy-environmental performance: evidence from China's regional economies publication-title: J. Clean. Prod. – volume: 53 start-page: 280 year: 2018 end-page: 289 ident: bib31 article-title: A systematic approach to conducting review studies: an assessment of content analysis in 25 Years of IB research publication-title: J. World Bus. – volume: 124 start-page: 2239 year: 2022 end-page: 2261 ident: bib27 article-title: Using bibliometric analysis to map innovative business models for vertical farm entrepreneurs publication-title: Br. Food J. – start-page: 185 year: 2022 ident: bib11 article-title: Does digital financial inclusion matter for economic growth and environmental sustainability in OBRI economies? An empirical analysis publication-title: Resour. Conserv. Recycl. – volume: 5 year: 2019 ident: bib46 article-title: A systematic review of blockchain publication-title: Financial Innovation – volume: 247 start-page: 773 year: 2021 end-page: 792 ident: bib62 article-title: The party must strengthen its leadership in finance!”: digital technologies and financial governance in China's fintech development publication-title: China Q. – volume: 37 start-page: 192 year: 2019 end-page: 209 ident: bib49 article-title: Mobile payments in India: the privacy factor publication-title: Int. J. Bank Market. – volume: 43 start-page: 1196 year: 2021 end-page: 1220 ident: bib39 article-title: Can digital technologies reshape rural microfinance? Implications for savings, credit, & insurance publication-title: Appl. Econ. Perspect. Pol. – volume: 167 year: 2021 ident: bib71 article-title: Financial inclusion through digitalisation of services for well-being publication-title: Technol. Forecast. Soc. Change – volume: 18 start-page: 429 year: 2015 end-page: 472 ident: bib23 article-title: Bibliometric methods in management and organization publication-title: Organ. Res. Methods – volume: 4 start-page: 629 year: 2010 end-page: 635 ident: bib36 article-title: A unified approach to mapping and clustering of bibliometric networks publication-title: Journal of Informetrics – volume: 6 start-page: 62018 year: 2018 end-page: 62028 ident: bib43 article-title: Blockchain in logistics and supply chain: a lean approach for designing real-world use cases publication-title: IEEE Access – reference: T. Lyman, K. Lauer, What is digital financial inclusion and why 2022 Does It Matter? [Retrieved 2022 16 September]; Available from: – volume: 32 start-page: 975 year: 2021 end-page: 989 ident: bib77 article-title: The impact of digitalization and servitization on the financial performance of a firm: an empirical analysis publication-title: Prod. Plann. Control – volume: 25 start-page: 813 year: 2020 end-page: 828 ident: bib59 article-title: The rise of digital financialisation: the case of India publication-title: New Polit. Econ. – volume: 19 start-page: 63 year: 2018 end-page: 92 ident: bib48 article-title: Online P2P lending and regulatory responses in China: opportunities and challenges publication-title: Eur. Bus. Organ Law Rev. – volume: 9 start-page: 61048 year: 2021 end-page: 61073 ident: bib64 article-title: A survey on blockchain technology: evolution, architecture and security publication-title: IEEE Access – volume: 31 start-page: 115 year: 2020 end-page: 142 ident: bib18 article-title: Bitcoin, blockchain and fintech: a systematic review and case studies in the supply chain publication-title: Prod. Plann. Control – volume: 166 year: 2021 ident: bib26 article-title: Blockchain applications in management: a bibliometric analysis and literature review publication-title: Technol. Forecast. Soc. Change – volume: 59 year: 2019 ident: bib94 article-title: Microfinance, financial inclusion and ICT: implications for poverty and inequality publication-title: Technol. Soc. – volume: 30 start-page: 1497 year: 2021 end-page: 1530 ident: bib41 article-title: Implementing circular economy in the textile and clothing industry publication-title: Bus. Strat. Environ. – volume: 9 year: 2022 ident: bib13 article-title: A bibliometric analysis of fintech trends and digital finance publication-title: Front. Environ. Sci. – volume: 37 start-page: 817 year: 2001 end-page: 842 ident: bib35 article-title: Bibliometric cartography of information retrieval research by using Co-word analysis publication-title: Inf. Process. Manag. – volume: 38 start-page: 574 year: 2021 end-page: 578 ident: bib53 article-title: Special section: improving new digital market mechanisms publication-title: J. Manag. Inf. Syst. – reference: , 2022. – volume: 34 year: 2020 ident: bib47 article-title: Banking goes digital: the adoption of fintech services by German households publication-title: Finance Res. Lett. – year: 2018 ident: bib55 article-title: The Identity Challenge in Finance: from Analogue Identity to Digitized Identification to Digital KYC Utilities – volume: 11 year: 2019 ident: bib95 article-title: Fintech and sustainable development: evidence from China based on P2P data publication-title: Sustainability – volume: 56 start-page: 33 year: 2018 end-page: 39 ident: bib40 article-title: When mobile blockchain meets edge computing publication-title: IEEE Commun. Mag. – volume: 7 start-page: 141 year: 2008 end-page: 164 ident: bib45 article-title: The economics of mobile payments: understanding stakeholder issues for an emerging financial technology application publication-title: Electron. Commer. Res. Appl. – volume: 13 start-page: 79 year: 2013 end-page: 94 ident: bib50 article-title: Optimal high-frequency trading with limit and market orders publication-title: Quant. Finance – volume: 35 start-page: 220 year: 2018 end-page: 265 ident: bib4 article-title: On the fintech revolution: interpreting the forces of innovation, disruption, and transformation in financial services publication-title: J. Manag. Inf. Syst. – volume: 68 year: 2021 ident: bib12 article-title: Fintech and access to finance publication-title: J. Corp. Finance – volume: 8 start-page: 36 year: 2006 end-page: 46 ident: bib38 article-title: E-finance: the CCMP model publication-title: Int. J. Bus. Perform. Manag. – volume: 52 start-page: 887 year: 2022 end-page: 903 ident: bib42 article-title: Advanced data integration in banking, financial, and insurance software in the age of COVID-19 publication-title: Software Pract. Ex. – volume: 46 year: 2021 ident: bib54 article-title: Can we classify cashless payment solution implementations at the country level? publication-title: Electron. Commer. Res. Appl. – volume: 82 start-page: 66 year: 2019 end-page: 73 ident: bib88 article-title: What drives entrepreneurship in digital economy? Evidence from China publication-title: Econ. Modell. – volume: 48 year: 2019 ident: bib83 article-title: The digital transformation of innovation and entrepreneurship: progress, challenges and key themes publication-title: Res. Pol. – volume: 20 start-page: 471 year: 2009 end-page: 484 ident: bib89 article-title: Self-employment in urban China: networking in a transition economy publication-title: China Econ. Rev. – volume: 45 year: 2021 ident: bib91 article-title: Scientific procedures and rationales for systematic literature reviews (SPAR-4-SLR) publication-title: Int. J. Consum. Stud. – volume: 28 start-page: 245 year: 2018 end-page: 264 ident: bib5 article-title: Understanding fintech start-ups — a taxonomy of consumer-oriented service offerings publication-title: Electron. Mark. – volume: 128 start-page: 226 year: 2018 end-page: 234 ident: bib44 article-title: Future living framework: is blockchain the next enabling network? publication-title: Technol. Forecast. Soc. Change – volume: 144 start-page: 174 year: 2018 end-page: 187 ident: bib67 article-title: Modeling complex linguistic expressions in qualitative decision making: an overview publication-title: Knowl. Base Syst. – volume: 7 year: 2021 ident: bib19 article-title: Insights into financial technology (fintech): a bibliometric and visual study publication-title: Financial Innovation – year: 2016 ident: bib2 article-title: Digital Finance for All: Powering Inclusive Growth in Emerging Economies – volume: 54 start-page: 3256 year: 2018 end-page: 3271 ident: bib92 article-title: Evolutionary approaches and the construction of technology-driven regulations publication-title: Emerg. Mark. Finance Trade – volume: 86 start-page: 317 year: 2020 end-page: 326 ident: bib9 article-title: The impact of digital finance on household consumption: evidence from China publication-title: Econ. Modell. – volume: 133 start-page: 285 year: 2021 end-page: 296 ident: bib25 article-title: How to conduct a bibliometric analysis: an overview and guidelines publication-title: J. Bus. Res. – volume: 58 start-page: 1712 year: 2022 end-page: 1725 ident: bib80 article-title: Local Bank, digital financial inclusion and SME financing constraints: empirical evidence from China publication-title: Emerg. Mark. Finance Trade – volume: 119 start-page: 1535 year: 2019 end-page: 1563 ident: bib69 article-title: An empirical analysis of rural farmers' financing intention of inclusive finance in China publication-title: Ind. Manag. Data Syst. – volume: 64 year: 2021 ident: bib93 article-title: Rethinking digital financial inclusion: evidence from Bangladesh publication-title: Technol. Soc. – volume: 44 start-page: 695 year: 2005 end-page: 729 ident: bib90 article-title: What are emotions? And how can they be measured? publication-title: Soc. Sci. Inf. – volume: 18 start-page: 329 year: 2018 end-page: 340 ident: bib60 article-title: Impact of digital finance on financial inclusion and stability publication-title: Borsa Istanbul Review – volume: 142 year: 2020 ident: bib65 article-title: Blockchain technology in supply chain operations: applications, challenges and research opportunities publication-title: Transport. Res. E Logist. Transport. Rev. – volume: 33 start-page: 198 year: 2019 end-page: 229 ident: bib8 article-title: Key challenges to digital financial services in emerging economies: the Indian context publication-title: Inf. Technol. People – volume: 20 start-page: 320 year: 2022 end-page: 338 ident: bib33 article-title: Knowledge management and digital transformation for industry 4.0: a structured literature review publication-title: Knowl. Manag. Res. Pract. – volume: 2022 start-page: 1 year: 2022 end-page: 10 ident: bib81 article-title: Digital finance development and the digital transformation of enterprises: based on the perspective of financing constraint and innovation drive publication-title: J. Math. – volume: 62 year: 2020 ident: bib10 article-title: Research on the use of digital finance and the adoption of green control techniques by family farms in China publication-title: Technol. Soc. – volume: 169 start-page: 179 year: 2021 end-page: 201 ident: bib14 article-title: A survey of breakthrough in blockchain technology: adoptions, applications, challenges and future research publication-title: Comput. Commun. – volume: 86 start-page: 67 year: 2021 end-page: 88 ident: bib15 article-title: A review of fintech research publication-title: Int. J. Technol. Manag. – volume: 20 start-page: 320 issue: 2 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib33 article-title: Knowledge management and digital transformation for industry 4.0: a structured literature review publication-title: Knowl. Manag. Res. Pract. doi: 10.1080/14778238.2021.2015261 – volume: 119 start-page: 1535 issue: 7 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib69 article-title: An empirical analysis of rural farmers' financing intention of inclusive finance in China publication-title: Ind. Manag. Data Syst. doi: 10.1108/IMDS-08-2018-0374 – volume: 37 start-page: 817 issue: 6 year: 2001 ident: 10.1016/j.techsoc.2023.102221_bib35 article-title: Bibliometric cartography of information retrieval research by using Co-word analysis publication-title: Inf. Process. Manag. doi: 10.1016/S0306-4573(00)00051-0 – volume: 28 start-page: 245 issue: 3 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib5 article-title: Understanding fintech start-ups — a taxonomy of consumer-oriented service offerings publication-title: Electron. Mark. doi: 10.1007/s12525-017-0275-0 – volume: 86 start-page: 317 year: 2020 ident: 10.1016/j.techsoc.2023.102221_bib9 article-title: The impact of digital finance on household consumption: evidence from China publication-title: Econ. Modell. doi: 10.1016/j.econmod.2019.09.027 – volume: 13 start-page: 79 issue: 1 year: 2013 ident: 10.1016/j.techsoc.2023.102221_bib50 article-title: Optimal high-frequency trading with limit and market orders publication-title: Quant. Finance doi: 10.1080/14697688.2012.708779 – volume: 33 start-page: 198 issue: 1 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib8 article-title: Key challenges to digital financial services in emerging economies: the Indian context publication-title: Inf. Technol. People doi: 10.1108/ITP-05-2018-0243 – volume: 133 start-page: 51 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib34 article-title: Franchising research on emerging markets: bibliometric and content analyses publication-title: J. Bus. Res. doi: 10.1016/j.jbusres.2021.04.067 – volume: 87 start-page: 537 issue: 5 year: 2017 ident: 10.1016/j.techsoc.2023.102221_bib3 article-title: Digital finance and fintech: current research and future research directions publication-title: J. Bus. Econ. – ident: 10.1016/j.techsoc.2023.102221_bib72 – volume: 44 start-page: 695 issue: 4 year: 2005 ident: 10.1016/j.techsoc.2023.102221_bib90 article-title: What are emotions? And how can they be measured? publication-title: Soc. Sci. Inf. doi: 10.1177/0539018405058216 – volume: 34 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib21 article-title: Fintechs: a literature review and research agenda publication-title: Electron. Commer. Res. Appl. doi: 10.1016/j.elerap.2019.100833 – volume: 7 start-page: 141 issue: 2 year: 2008 ident: 10.1016/j.techsoc.2023.102221_bib45 article-title: The economics of mobile payments: understanding stakeholder issues for an emerging financial technology application publication-title: Electron. Commer. Res. Appl. doi: 10.1016/j.elerap.2006.12.004 – volume: 5 issue: 1 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib46 article-title: A systematic review of blockchain publication-title: Financial Innovation doi: 10.1186/s40854-019-0147-z – volume: 14 start-page: 2120 issue: 4 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib76 article-title: Does digital inclusive finance narrow the urban-rural income gap through primary distribution and redistribution? publication-title: Sustainability doi: 10.3390/su14042120 – volume: 151 start-page: 264 issue: 4 year: 2009 ident: 10.1016/j.techsoc.2023.102221_bib37 article-title: Preferred reporting items for systematic reviews and meta-analyses: the prisma statement publication-title: Ann. Intern. Med. doi: 10.7326/0003-4819-151-4-200908180-00135 – volume: 12 start-page: 3733 issue: 9 year: 2020 ident: 10.1016/j.techsoc.2023.102221_bib75 article-title: Digital financial inclusion and sustainable growth of small and micro enterprises—evidence based on China's new third board market listed companies publication-title: Sustainability doi: 10.3390/su12093733 – volume: 38 start-page: 574 issue: 3 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib53 article-title: Special section: improving new digital market mechanisms publication-title: J. Manag. Inf. Syst. doi: 10.1080/07421222.2021.1958541 – year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib22 article-title: Fintech: from budding to explosion — an overview of the current state of research publication-title: Review of Managerial Science – volume: 58 start-page: 1712 issue: 6 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib80 article-title: Local Bank, digital financial inclusion and SME financing constraints: empirical evidence from China publication-title: Emerg. Mark. Finance Trade doi: 10.1080/1540496X.2021.1923477 – volume: 53 start-page: 400 issue: 3 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib70 article-title: The contribution of digital financial services to financial inclusion in Mozambique: an ARDL model approach publication-title: Appl. Econ. doi: 10.1080/00036846.2020.1808177 – volume: 167 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib71 article-title: Financial inclusion through digitalisation of services for well-being publication-title: Technol. Forecast. Soc. Change doi: 10.1016/j.techfore.2021.120721 – volume: 55 start-page: 165 issue: 4 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib7 article-title: Applying AHP and fuzzy AHP management methods to assess the level of financial and digital inclusion publication-title: Econ. Comput. Econ. Cybern. Stud. Res. – volume: 48 issue: 8 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib83 article-title: The digital transformation of innovation and entrepreneurship: progress, challenges and key themes publication-title: Res. Pol. doi: 10.1016/j.respol.2019.03.018 – volume: 29 issue: 4 year: 2020 ident: 10.1016/j.techsoc.2023.102221_bib24 article-title: The art of writing literature review: what do we know and what do we need to know? publication-title: Int. Bus. Rev. doi: 10.1016/j.ibusrev.2020.101717 – volume: 68 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib12 article-title: Fintech and access to finance publication-title: J. Corp. Finance doi: 10.1016/j.jcorpfin.2021.101941 – volume: 58 start-page: 965 issue: 4 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib16 article-title: Disruption of financial intermediation by fintech: a review on crowdfunding and blockchain publication-title: Account. Finance doi: 10.1111/acfi.12405 – volume: 133 start-page: 285 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib25 article-title: How to conduct a bibliometric analysis: an overview and guidelines publication-title: J. Bus. Res. doi: 10.1016/j.jbusres.2021.04.070 – volume: 20 start-page: 439 year: 2013 ident: 10.1016/j.techsoc.2023.102221_bib32 article-title: Analyzing structural & temporal characteristics of keyword system in academic research articles publication-title: Procedia Comput. Sci. doi: 10.1016/j.procs.2013.09.300 – volume: 46 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib54 article-title: Can we classify cashless payment solution implementations at the country level? publication-title: Electron. Commer. Res. Appl. doi: 10.1016/j.elerap.2020.101018 – volume: 47 start-page: 1224 issue: 4 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib79 article-title: Inclusive digital finance: the industry of equity crowdfunding publication-title: J. Technol. Tran. doi: 10.1007/s10961-021-09875-0 – volume: 82 start-page: 66 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib88 article-title: What drives entrepreneurship in digital economy? Evidence from China publication-title: Econ. Modell. doi: 10.1016/j.econmod.2019.09.026 – volume: 18 start-page: 429 issue: 3 year: 2015 ident: 10.1016/j.techsoc.2023.102221_bib23 article-title: Bibliometric methods in management and organization publication-title: Organ. Res. Methods doi: 10.1177/1094428114562629 – volume: 53 start-page: 280 issue: 2 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib31 article-title: A systematic approach to conducting review studies: an assessment of content analysis in 25 Years of IB research publication-title: J. World Bus. doi: 10.1016/j.jwb.2017.11.003 – year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib58 article-title: Investigation of finance industry on risk awareness model and digital economic growth publication-title: Ann. Oper. Res. – volume: 20 start-page: 471 issue: 3 year: 2009 ident: 10.1016/j.techsoc.2023.102221_bib89 article-title: Self-employment in urban China: networking in a transition economy publication-title: China Econ. Rev. doi: 10.1016/j.chieco.2009.01.002 – volume: 169 start-page: 179 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib14 article-title: A survey of breakthrough in blockchain technology: adoptions, applications, challenges and future research publication-title: Comput. Commun. doi: 10.1016/j.comcom.2020.12.028 – volume: 62 year: 2020 ident: 10.1016/j.techsoc.2023.102221_bib10 article-title: Research on the use of digital finance and the adoption of green control techniques by family farms in China publication-title: Technol. Soc. doi: 10.1016/j.techsoc.2020.101323 – volume: 35 start-page: 220 issue: 1 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib4 article-title: On the fintech revolution: interpreting the forces of innovation, disruption, and transformation in financial services publication-title: J. Manag. Inf. Syst. doi: 10.1080/07421222.2018.1440766 – volume: 29 start-page: 767 issue: 5 year: 2016 ident: 10.1016/j.techsoc.2023.102221_bib30 article-title: On the shoulders of giants: undertaking a structured literature review in accounting publication-title: Account Audit. Account. J. doi: 10.1108/AAAJ-01-2015-1939 – volume: 142 year: 2020 ident: 10.1016/j.techsoc.2023.102221_bib65 article-title: Blockchain technology in supply chain operations: applications, challenges and research opportunities publication-title: Transport. Res. E Logist. Transport. Rev. doi: 10.1016/j.tre.2020.102067 – volume: 59 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib94 article-title: Microfinance, financial inclusion and ICT: implications for poverty and inequality publication-title: Technol. Soc. doi: 10.1016/j.techsoc.2019.101154 – volume: 13 start-page: 8292 issue: 15 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib6 article-title: Has digital financial inclusion narrowed the urban-rural income gap: the role of entrepreneurship in China publication-title: Sustainability doi: 10.3390/su13158292 – volume: 9 start-page: 61048 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib64 article-title: A survey on blockchain technology: evolution, architecture and security publication-title: IEEE Access doi: 10.1109/ACCESS.2021.3072849 – volume: 151 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib84 article-title: Log-flock: a blockchain-enabled platform for digital asset valuation and risk assessment in E-commerce logistics financing publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2020.107001 – volume: 37 start-page: 192 issue: 1 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib49 article-title: Mobile payments in India: the privacy factor publication-title: Int. J. Bank Market. doi: 10.1108/IJBM-05-2017-0099 – volume: 64 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib93 article-title: Rethinking digital financial inclusion: evidence from Bangladesh publication-title: Technol. Soc. doi: 10.1016/j.techsoc.2020.101509 – volume: 48 issue: 8 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib86 article-title: The evolution of equity crowdfunding: insights from Co-investments of angels and the crowd publication-title: Res. Pol. doi: 10.1016/j.respol.2019.01.003 – volume: 7 issue: 1 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib19 article-title: Insights into financial technology (fintech): a bibliometric and visual study publication-title: Financial Innovation doi: 10.1186/s40854-021-00285-7 – volume: 34 year: 2020 ident: 10.1016/j.techsoc.2023.102221_bib47 article-title: Banking goes digital: the adoption of fintech services by German households publication-title: Finance Res. Lett. doi: 10.1016/j.frl.2019.08.008 – volume: 597 start-page: 626 issue: 7878 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib61 article-title: From gold to bitcoin and beyond publication-title: Nature doi: 10.1038/d41586-021-02615-2 – volume: 56 start-page: 33 issue: 8 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib40 article-title: When mobile blockchain meets edge computing publication-title: IEEE Commun. Mag. doi: 10.1109/MCOM.2018.1701095 – volume: 30 start-page: 1497 issue: 4 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib41 article-title: Implementing circular economy in the textile and clothing industry publication-title: Bus. Strat. Environ. doi: 10.1002/bse.2670 – volume: 11 issue: 22 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib95 article-title: Fintech and sustainable development: evidence from China based on P2P data publication-title: Sustainability doi: 10.3390/su11226434 – volume: 17 issue: 3 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib87 article-title: Can digital finance boost SME innovation by easing financing constraints?: evidence from Chinese gem-listed companies publication-title: PLoS One doi: 10.1371/journal.pone.0264647 – start-page: 185 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib11 article-title: Does digital financial inclusion matter for economic growth and environmental sustainability in OBRI economies? An empirical analysis publication-title: Resour. Conserv. Recycl. – volume: 30 start-page: 79 issue: 1 year: 2019 ident: 10.1016/j.techsoc.2023.102221_bib1 article-title: Fintech: research directions to explore the digital transformation of financial service systems publication-title: Journal of Service Theory and Practice doi: 10.1108/JSTP-08-2018-0185 – volume: 17 start-page: 71 issue: 2 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib20 article-title: Fintechs: a global bibliometric analysis and research trends publication-title: J. Technol. Manag. Innovat. doi: 10.4067/S0718-27242022000200071 – volume: 27 start-page: 334 issue: 4–5 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib51 article-title: Finance, technology and disruption publication-title: Eur. J. Finance doi: 10.1080/1351847X.2019.1703024 – volume: 8 start-page: 36 issue: 1 year: 2006 ident: 10.1016/j.techsoc.2023.102221_bib38 article-title: E-finance: the CCMP model publication-title: Int. J. Bus. Perform. Manag. doi: 10.1504/IJBPM.2006.008149 – volume: 11 issue: 10 year: 2016 ident: 10.1016/j.techsoc.2023.102221_bib68 article-title: Where is current research on blockchain technology?—a systematic review publication-title: PLoS One doi: 10.1371/journal.pone.0163477 – volume: 29 start-page: 555 issue: 6 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib74 article-title: How does digital finance impact the leverage of Chinese households? publication-title: Appl. Econ. Lett. doi: 10.1080/13504851.2021.1875118 – volume: 35 start-page: 1288 issue: 4/5 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib63 article-title: Big data, big challenges: risk management of financial market in the digital economy publication-title: J. Enterprise Inf. Manag. doi: 10.1108/JEIM-01-2021-0057 – volume: 45 issue: 4 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib91 article-title: Scientific procedures and rationales for systematic literature reviews (SPAR-4-SLR) publication-title: Int. J. Consum. Stud. doi: 10.1111/ijcs.12695 – volume: 19 start-page: 63 issue: 1 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib48 article-title: Online P2P lending and regulatory responses in China: opportunities and challenges publication-title: Eur. Bus. Organ Law Rev. doi: 10.1007/s40804-018-0100-z – volume: 32 start-page: 975 issue: 12 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib77 article-title: The impact of digitalization and servitization on the financial performance of a firm: an empirical analysis publication-title: Prod. Plann. Control doi: 10.1080/09537287.2020.1780508 – volume: 4 start-page: 629 issue: 4 year: 2010 ident: 10.1016/j.techsoc.2023.102221_bib36 article-title: A unified approach to mapping and clustering of bibliometric networks publication-title: Journal of Informetrics doi: 10.1016/j.joi.2010.07.002 – year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib55 – volume: 8 start-page: 547 issue: 5 year: 2015 ident: 10.1016/j.techsoc.2023.102221_bib52 article-title: Introducing a cultural approach to technology in financial markets publication-title: Journal of Cultural Economy doi: 10.1080/17530350.2014.993683 – volume: 6 start-page: 62018 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib43 article-title: Blockchain in logistics and supply chain: a lean approach for designing real-world use cases publication-title: IEEE Access doi: 10.1109/ACCESS.2018.2875782 – volume: 327 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib57 article-title: Digital finance, green technological innovation and energy-environmental performance: evidence from China's regional economies publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2021.129458 – volume: 124 start-page: 2239 issue: 7 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib27 article-title: Using bibliometric analysis to map innovative business models for vertical farm entrepreneurs publication-title: Br. Food J. doi: 10.1108/BFJ-08-2021-0904 – volume: 86 start-page: 67 issue: 1 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib15 article-title: A review of fintech research publication-title: Int. J. Technol. Manag. doi: 10.1504/IJTM.2021.115761 – year: 2016 ident: 10.1016/j.techsoc.2023.102221_bib2 – volume: 10 start-page: 5 issue: 1 year: 2007 ident: 10.1016/j.techsoc.2023.102221_bib29 article-title: A content analysis of the content analysis literature in organization studies: research themes, data sources, and methodological refinements publication-title: Organ. Res. Methods doi: 10.1177/1094428106289252 – volume: 18 start-page: 329 issue: 4 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib60 article-title: Impact of digital finance on financial inclusion and stability publication-title: Borsa Istanbul Review doi: 10.1016/j.bir.2017.12.003 – volume: 10 start-page: 1409 issue: 5 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib78 article-title: Mobile money, individuals' payments, remittances, and investments: evidence from the ashanti region, Ghana publication-title: Sustainability doi: 10.3390/su10051409 – volume: 9 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib13 article-title: A bibliometric analysis of fintech trends and digital finance publication-title: Front. Environ. Sci. doi: 10.3389/fenvs.2021.796495 – volume: 31 start-page: 115 issue: 2–3 year: 2020 ident: 10.1016/j.techsoc.2023.102221_bib18 article-title: Bitcoin, blockchain and fintech: a systematic review and case studies in the supply chain publication-title: Prod. Plann. Control doi: 10.1080/09537287.2019.1631460 – volume: 128 start-page: 226 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib44 article-title: Future living framework: is blockchain the next enabling network? publication-title: Technol. Forecast. Soc. Change doi: 10.1016/j.techfore.2017.12.005 – volume: 54 start-page: 3256 issue: 14 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib92 article-title: Evolutionary approaches and the construction of technology-driven regulations publication-title: Emerg. Mark. Finance Trade doi: 10.1080/1540496X.2018.1496422 – volume: 166 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib26 article-title: Blockchain applications in management: a bibliometric analysis and literature review publication-title: Technol. Forecast. Soc. Change doi: 10.1016/j.techfore.2021.120649 – volume: 247 start-page: 773 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib62 article-title: The party must strengthen its leadership in finance!”: digital technologies and financial governance in China's fintech development publication-title: China Q. doi: 10.1017/S0305741020000879 – volume: 150 start-page: 399 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib28 article-title: Electric vehicles' consumer behaviours: mapping the field and providing a research agenda publication-title: J. Bus. Res. doi: 10.1016/j.jbusres.2022.06.011 – volume: 8 issue: 9 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib17 article-title: Fintech in islamic finance literature: a review publication-title: Heliyon doi: 10.1016/j.heliyon.2022.e10385 – volume: 144 start-page: 174 year: 2018 ident: 10.1016/j.techsoc.2023.102221_bib67 article-title: Modeling complex linguistic expressions in qualitative decision making: an overview publication-title: Knowl. Base Syst. doi: 10.1016/j.knosys.2017.12.030 – volume: 52 start-page: 887 issue: 4 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib42 article-title: Advanced data integration in banking, financial, and insurance software in the age of COVID-19 publication-title: Software Pract. Ex. doi: 10.1002/spe.3018 – volume: 25 start-page: 813 issue: 5 year: 2020 ident: 10.1016/j.techsoc.2023.102221_bib59 article-title: The rise of digital financialisation: the case of India publication-title: New Polit. Econ. doi: 10.1080/13563467.2019.1708879 – volume: 15 start-page: 85 issue: 5 year: 2017 ident: 10.1016/j.techsoc.2023.102221_bib73 article-title: FintechSec: addressing the security challenges of digital financial services publication-title: Ieee Security & Privacy doi: 10.1109/MSP.2017.3681060 – volume: 43 start-page: 1196 issue: 4 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib39 article-title: Can digital technologies reshape rural microfinance? Implications for savings, credit, & insurance publication-title: Appl. Econ. Perspect. Pol. doi: 10.1002/aepp.13151 – volume: 2022 start-page: 1 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib81 article-title: Digital finance development and the digital transformation of enterprises: based on the perspective of financing constraint and innovation drive publication-title: J. Math. doi: 10.1155/2022/1607020 – volume: 67 start-page: 1099 issue: 4 year: 2020 ident: 10.1016/j.techsoc.2023.102221_bib56 article-title: Tracking the digital evolution of entrepreneurial finance: the interplay between crowdfunding, blockchain technologies, cryptocurrencies, and initial coin offerings publication-title: IEEE Trans. Eng. Manag. doi: 10.1109/TEM.2020.2984032 – volume: 2021 start-page: 1 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib82 article-title: Digital finance and firm exit: mathematical model and empirical evidence from industrial firms publication-title: Discrete Dynam Nat. Soc. – volume: 25 start-page: 580 issue: 5 year: 2021 ident: 10.1016/j.techsoc.2023.102221_bib66 article-title: The epistemic evolution of market authority: big data, blockchain and China's neostatist challenge to neoliberalism publication-title: Compet. Change doi: 10.1177/1024529420965524 – volume: 81 year: 2022 ident: 10.1016/j.techsoc.2023.102221_bib85 article-title: Can digital finance help increase the value of strategic emerging enterprises? publication-title: Sustain. Cities Soc. doi: 10.1016/j.scs.2022.103829 |
SSID | ssj0003348 |
Score | 2.453841 |
Snippet | As an emerging financial service model, digital finance has gained tremendous popularity among providers and users. This paper explores the development of... |
SourceID | crossref elsevier |
SourceType | Enrichment Source Index Database Publisher |
StartPage | 102221 |
SubjectTerms | Bibliometric analysis Content analysis Digital finance Fintech Visualization study |
Title | Insight into digital finance and fintech: A bibliometric and content analysis |
URI | https://dx.doi.org/10.1016/j.techsoc.2023.102221 |
Volume | 73 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LS8NAEF5KvehBfGJ9lD14zXs3zXorxdIq7UULuYV9SkpJi8arv92dPGwFUfC2SRhYvkzmkZ35BqFbThjxeRw6QkTKISphjqCJsB-eDBPDaWQ0_IeczePJgjykNO2gUdsLA2WVje2vbXplrZs7XoOmt8lz76niRmNBaoNoyCRS6GAnA9By92Nb5gGdpjW_t19RM267eLylCzypFgQXZoi7Ve4T_OyfdnzO-AgdNsEiHtb7OUYdXZyggx0KwVM0mxZvkF_jvCjXWOUvMAQEm4pHQ2NeKFjDBu7wEItcrKDdHlj5q2dQqG69jl3X1CRnaDG-fx5NnGZEgiMjn5UOZXxAhGGE6zimRlKppFTM6CimjEDXqA4U8RMZcRqIOLHpk5FWxmZpAeN0EJ2jbrEu9AXCRthUWShq36kmoaBM-TwC9ns4mZWh6SHSApPJhj8cxlissrZQbJk1eGaAZ1bj2UPul9imJtD4SyBpUc--aUJmjfzvopf_F71C-3BVlzJeo275-q5vbLhRin6lT320N5w-TuafVe_U9A |
linkProvider | Elsevier |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT8JAEJ4gHNSD8Rnx2YPXQkt3S9cbIRKQx0VIuDX7NCWkEK3_3522ICZGE2-bbibZfN2d2a-d-QbggRNGPB62XCEC5RIVMVfQSNiDJ1uR4TQwGr9Djidhf0ae53Rege6mFgbTKkvfX_j03FuXT5olms11kjRfcm005s_tJRqZxHwPaqhORatQ6wyG_cnWIWOxaSHx7eXqjF-FPM1FA6VSLQ4NbCPeyOmP_3OI2gk7vWM4Ku-LTqdY0glUdHoKhzsqgmcwHqTvSLGdJM1WjkpesQ-IY3IpDe3wVOEYF_DodByRiCVW3KMwfz6Hueo28NhxoU5yDrPe07Tbd8suCa4MPJa5lPE2EYYRrsOQGkmlklIxo4OQMoKFo9pXxItkwKkvwsgyKCOtjSVqPuO0HVxANV2l-hIcIyxbFora16pJS1CmPB6gAD7-nJUtUweyASaWpYQ4drJYxptcsUVc4hkjnnGBZx0aW7N1oaHxl0G0QT3-thli6-d_N736v-k97Pen41E8GkyG13CAM0Vm4w1Us7cPfWtvH5m4K3fXJ7Ek16U |
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=Insight+into+digital+finance+and+fintech%3A+A+bibliometric+and+content+analysis&rft.jtitle=Technology+in+society&rft.au=Zou%2C+Zongsen&rft.au=Liu%2C+Xindi&rft.au=Wang%2C+Meng&rft.au=Yang%2C+Xinze&rft.date=2023-05-01&rft.pub=Elsevier+Ltd&rft.issn=0160-791X&rft.eissn=1879-3274&rft.volume=73&rft_id=info:doi/10.1016%2Fj.techsoc.2023.102221&rft.externalDocID=S0160791X2300026X |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0160-791X&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0160-791X&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0160-791X&client=summon |