Using machine learning and 10‐K filings to measure innovation
Approved
Classifications
MinEdu publication type
A1 Journal article (peer-reviewed)
Definition
Article
Target group
Scientific
Peer reviewed
Peer-reviewed
Article type
Journal article
Host publication type
Journal
Publication channel information
Title of journal/series
Accounting and finance
ISSN (print)
0810-5391
ISSN (electronic)
1467-629X
ISSN (linking)
0810-5391
Publisher
John Wiley & Sons
Publication forum ID
50046
Publication forum level
1
Publication appears in FT-list
No
SNIP-level of the publication
1.39
Country of publication
Australia
Internationality
Yes
Detailed publication information
Publication year
2024
Reporting year
2024
Journal/series issue number
First published: 25 March 2024
DOI
10.1111/acfi.13245
Language of publication
English
Co-publication information
International co-publication
No
Co-publication with a company
No
Availability
Link to online publication
Link to self-archived version
Classification and additional information
MinEdu field of science classification
520 Other social sciences
Keywords
10-K; disclosure of innovation; innovation; text analysis; topic modelling
Funding information
Funding information in the publication
Evald ja Hilda Nissin Säätiö; OP Group Research Foundation, Grant/Award Number: 20200132
Funders
Funder
Evald ja Hilda Nissi Foundation
Name of funding
-
Funding decision
-
Source database ID
WoS ID
WOS:001190344600001
Scopus ID
2-s2.0-85189503047