{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,24]],"date-time":"2025-11-24T12:42:04Z","timestamp":1763988124356,"version":"3.41.2"},"reference-count":52,"publisher":"Emerald","issue":"2","license":[{"start":{"date-parts":[[2020,12,11]],"date-time":"2020-12-11T00:00:00Z","timestamp":1607644800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["LHT"],"published-print":{"date-parts":[[2023,6,1]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>Examining research topics in a specific area such as accounting is important to both novice and veteran researchers. The present study aims to identify the research topics in the area of accounting and to investigate the research trends by finding hot and cold topics from all those identified ones in the field.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>A new dependency-based method focusing on noun phrases, which efficiently extracts research topics from a large set of library data, was proposed. An AR(1) autoregressive model was used to identify topics that have received significantly more or less attention from the researchers. The data used in the study included a total of 4,182 abstracts published in six leading (or premier) accounting journals from 2000 to May 2019.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>The study identified 48 important research topics across the examined period as well as eight hot topics and one cold topic from the 48 topics.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>The research topics identified based on the dependency-based method are similar to those found with the technique of latent Dirichlet allocation latent Dirichlet allocation (LDA) topic modelling. In addition, the method seems highly efficient, and the results are easier to interpret. Last, the research topics and trends found in the study provide reference to the researchers in the area of accounting.<\/jats:p><\/jats:sec>","DOI":"10.1108\/lht-12-2019-0247","type":"journal-article","created":{"date-parts":[[2020,12,11]],"date-time":"2020-12-11T00:06:49Z","timestamp":1607645209000},"page":"570-582","source":"Crossref","is-referenced-by-count":10,"title":["Examining research topics with a dependency-based noun phrase extraction method: a case in accounting"],"prefix":"10.1108","volume":"41","author":[{"given":"Lei","family":"Lei","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5463-8278","authenticated-orcid":false,"given":"Yaochen","family":"Deng","sequence":"additional","affiliation":[]},{"given":"Dilin","family":"Liu","sequence":"additional","affiliation":[]}],"member":"140","published-online":{"date-parts":[[2020,12,11]]},"reference":[{"key":"key2023053016405057100_ref001","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1108\/S1085-462220170000021002","article-title":"A citation analysis and review of research issues and methodologies in advances in accounting education: teaching and curriculum innovations","volume":"21","year":"2017","journal-title":"Advances in Accounting Education: Teaching and Curriculum Innovations"},{"key":"key2023053016405057100_ref006","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1108\/S1574-0765(2010)0000014010","article-title":"Ranking North American accounting scholars publishing ethics research 1986 through 2008","volume":"14","year":"2010","journal-title":"Research on Professional Responsibility and Ethics in Accounting"},{"issue":"1","key":"key2023053016405057100_ref007","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1007\/s10551-007-9569-z","article-title":"Fostering ethics research: a study of the accounting, finance, and marketing disciplines","volume":"82","year":"2008","journal-title":"Journal of Business Ethics"},{"key":"key2023053016405057100_ref008","first-page":"993","article-title":"Latent dirichlet allocation","volume":"3","year":"2003","journal-title":"The Journal of Machine Learning Research"},{"issue":"1","key":"key2023053016405057100_ref009","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1093\/applin\/amt018","article-title":"Is there a core general vocabulary? 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