Rhetorical distinctions: Comparing metadiscourse in essays by ChatGPT and students

This study investigates the use of metadiscourse in argumentative essays generated by ChatGPT compared to those written by British university students. Using Hyland's (2005) framework, we analysed interactive and interactional metadiscourse to uncover rhetorical and linguistic distinctions. The...

Full description

Saved in:
Bibliographic Details
Published in:English for specific purposes (New York, N.Y.) Vol. 79; pp. 17 - 29
Main Authors: Jiang, Feng (Kevin), Hyland, Ken
Format: Journal Article
Language:English
Published: Elsevier Ltd 01.07.2025
Subjects:
ISSN:0889-4906
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract This study investigates the use of metadiscourse in argumentative essays generated by ChatGPT compared to those written by British university students. Using Hyland's (2005) framework, we analysed interactive and interactional metadiscourse to uncover rhetorical and linguistic distinctions. The findings reveal that ChatGPT essays, though structurally coherent and logically organised, exhibit a significantly lower frequency of interactional metadiscourse, such as hedges, boosters, and attitude markers, leading to a more impersonal and expository tone. Conversely, student essays demonstrate higher rhetorical engagement, employing nuanced stance markers and personalised expressions to foster reader interaction. ChatGPT prioritises clarity and structural coherence through transitions and endophoric markers, reflecting its algorithmic nature and training. The variability in student writing highlights the influence of individual style and instructional practices. These differences underscore the complementary roles of AI and human authorship in academic writing, with implications for pedagogy. This research advances our understanding of the rhetorical strategies employed by large language models and their potential in academic contexts. •ChatGPT essays show fewer interactional metadiscourse, favouring structural clarity.•Student essays reveal greater rhetorical engagement and reader interaction.•ChatGPT prioritises transitions and coherence over nuanced audience engagement.•Student texts display diverse personal styles, reflecting instructional practices.•Findings underscore AI and human authors' complementary roles in writing.
AbstractList This study investigates the use of metadiscourse in argumentative essays generated by ChatGPT compared to those written by British university students. Using Hyland's (2005) framework, we analysed interactive and interactional metadiscourse to uncover rhetorical and linguistic distinctions. The findings reveal that ChatGPT essays, though structurally coherent and logically organised, exhibit a significantly lower frequency of interactional metadiscourse, such as hedges, boosters, and attitude markers, leading to a more impersonal and expository tone. Conversely, student essays demonstrate higher rhetorical engagement, employing nuanced stance markers and personalised expressions to foster reader interaction. ChatGPT prioritises clarity and structural coherence through transitions and endophoric markers, reflecting its algorithmic nature and training. The variability in student writing highlights the influence of individual style and instructional practices. These differences underscore the complementary roles of AI and human authorship in academic writing, with implications for pedagogy. This research advances our understanding of the rhetorical strategies employed by large language models and their potential in academic contexts. •ChatGPT essays show fewer interactional metadiscourse, favouring structural clarity.•Student essays reveal greater rhetorical engagement and reader interaction.•ChatGPT prioritises transitions and coherence over nuanced audience engagement.•Student texts display diverse personal styles, reflecting instructional practices.•Findings underscore AI and human authors' complementary roles in writing.
Author Jiang, Feng (Kevin)
Hyland, Ken
Author_xml – sequence: 1
  givenname: Feng (Kevin)
  orcidid: 0000-0001-7369-9498
  surname: Jiang
  fullname: Jiang, Feng (Kevin)
  email: kevinjiangfeng@outlook.com
  organization: School of Foreign Languages, Beihang University, China
– sequence: 2
  givenname: Ken
  surname: Hyland
  fullname: Hyland, Ken
  organization: School of Lifelong Learning and Education, University of East Anglia, UK
BookMark eNp9kMFKAzEQhnOoYFt9AG95gV2T7HZ3oycpWoWCUuo5zCazNqXNlkwq9O3dUk8ePA3M8P3M_03YKPQBGbuTIpdCVvfbHOmQK6FmuShyIeSIjUXT6KzUorpmE6LtsKy0rsdstdpg6qO3sOPOU_LBJt8HeuDzfn-A6MMX32OC4Wb7YyTkPnAkghPx9sTnG0iLjzWH4Dilo8OQ6IZddbAjvP2dU_b58ryev2bL98Xb_GmZWaXqlNWFhappXWnBVaUrG5QzqTtZgxZO20bNGi2kq0XRlK1UFqQs0CrZOtW10OpiyupLro09UcTOWJ_g_H2K4HdGCnPWYbZm0GHOOowozNB8IOUf8hD9HuLpX-bxwuBQ6dtjNGQ9BovOR7TJuN7_Q_8Agtd9zQ
CitedBy_id crossref_primary_10_1016_j_jeap_2025_101514
crossref_primary_10_1007_s11409_025_09435_z
crossref_primary_10_1177_07410883251328311
crossref_primary_10_1016_j_amper_2025_100237
crossref_primary_10_1177_00336882251357675
crossref_primary_10_2478_doc_2025_0001
crossref_primary_10_1016_j_pragma_2025_07_018
Cites_doi 10.1016/j.asw.2024.100899
10.1093/applin/amm011
10.5334/pme.1072
10.1371/journal.pone.0305354
10.1016/j.acorp.2023.100083
10.1016/j.jeap.2016.09.003
10.1016/j.rmal.2023.100068
10.1016/j.jslw.2016.06.004
10.1016/j.jslw.2024.101130
10.1038/s41598-023-45644-9
10.1016/j.jeap.2018.05.003
10.1016/j.asw.2023.100752
10.1075/jhp.00039.hyl
10.1016/j.esp.2018.02.001
10.35360/njes.215
10.5617/osla.5844
10.1016/j.jeap.2015.07.002
10.1016/j.jeap.2022.101165
10.1177/0741088301018004005
10.1016/j.jeap.2018.02.001
10.1038/s41746-023-00819-6
ContentType Journal Article
Copyright 2025 Elsevier Ltd
Copyright_xml – notice: 2025 Elsevier Ltd
DBID AAYXX
CITATION
DOI 10.1016/j.esp.2025.03.001
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Languages & Literatures
EndPage 29
ExternalDocumentID 10_1016_j_esp_2025_03_001
S0889490625000134
GroupedDBID --K
--M
-~X
.~1
0R~
1B1
1RT
1~.
1~5
29G
4.4
457
4G.
5GY
5VS
7-5
71M
8P~
9JO
AABNK
AAEDT
AAEDW
AAFJI
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AATTM
AAXKI
AAXUO
AAYOK
AAYWO
ABFNM
ABMAC
ABMMH
ABWVN
ABXDB
ACDAQ
ACHQT
ACRLP
ACRPL
ACVFH
ADBBV
ADCNI
ADEZE
ADIYS
ADMUD
ADNMO
AEBSH
AEIPS
AEKER
AEUPX
AFJKZ
AFPUW
AFTJW
AFXIZ
AGCQF
AGHFR
AGQPQ
AGRNS
AGUBO
AGYEJ
AHHHB
AIEXJ
AIGII
AIIUN
AIKHN
AITUG
AKBMS
AKRWK
AKYEP
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
ANKPU
AOMHK
APXCP
ASPBG
AVARZ
AVWKF
AXJTR
AZFZN
BKOJK
BLXMC
BNPGV
CS3
DU5
EBS
EFJIC
EJD
EO8
EO9
EP2
EP3
FDB
FEDTE
FGOYB
FNPLU
FYGXN
G-2
G-Q
GBLVA
HMY
HVGLF
HZ~
IHE
J1W
KOM
M3Y
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
PRBVW
Q38
R2-
RIG
ROL
RPZ
SDF
SDG
SES
SEW
SPCBC
SSB
SSH
SSO
SSS
SSZ
T5K
TN5
UHS
WUQ
XIH
~A~
~G-
9DU
AAYXX
ABUFD
ACLOT
CITATION
EFKBS
EFLBG
~HD
ID FETCH-LOGICAL-c227t-73ca68bd4cad64d48e1519f17a90d9c8258901d70384b12ca113ec21bd2fbab93
ISICitedReferencesCount 8
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001458695600001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0889-4906
IngestDate Tue Nov 18 22:23:08 EST 2025
Sat Nov 29 07:47:56 EST 2025
Sat Jul 05 17:11:04 EDT 2025
IsPeerReviewed true
IsScholarly true
Keywords Interactional and interactive resources
Argumentative writing
ChatGPT
Metadiscourse
Writing pedagogy
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c227t-73ca68bd4cad64d48e1519f17a90d9c8258901d70384b12ca113ec21bd2fbab93
ORCID 0000-0001-7369-9498
PageCount 13
ParticipantIDs crossref_citationtrail_10_1016_j_esp_2025_03_001
crossref_primary_10_1016_j_esp_2025_03_001
elsevier_sciencedirect_doi_10_1016_j_esp_2025_03_001
PublicationCentury 2000
PublicationDate July 2025
2025-07-00
PublicationDateYYYYMMDD 2025-07-01
PublicationDate_xml – month: 07
  year: 2025
  text: July 2025
PublicationDecade 2020
PublicationTitle English for specific purposes (New York, N.Y.)
PublicationYear 2025
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References Adeshola, Adepoju (bib2) 2023
Hyland, Jiang (bib5) 2022; 60
Jiang, Hyland (bib41) 2024; amae052
Wolfram (bib40) 2023
Hyland, Jiang (bib4) 2020; 21
Jiang (bib8) 2015; 20
Nathan, Koedinger, Alibali (bib33) 2001
Gao, Howard, Markov, Dyer, Ramesh, Luo, Pearson (bib17) 2023; 6
Hyland (bib13) 2023
Kumar (bib29) 2023
Lingard (bib31) 2023; 12
Jiang, Ma (bib9) 2018; 35
(bib36) 2024
Hyland (bib10) 2001; 18
Ädel, Mauranen (bib1) 2010; 9
Hyland, Jiang (bib3) 2016; 24
Koltovskaia, Rahmati, Saeli (bib28) 2024; 65
Su, Lin, Lai (bib39) 2023; 57
Nguyen, Barrot (bib35) 2024; 62
Herbold, Hautli-Janisz, Heuer, Kikteva, Trautsch (bib20) 2023; 13
Hinkel (bib21) 2005; 15
Markey, Brown, Laudenbach, Kohler (bib32) 2024
Johannesson (bib26) 2024
Jiang, Hyland (bib42) 2024
Berber Sardinha (bib14) 2024; 4
Hyland (bib12) 2016
Lee, Deakin (bib30) 2016; 33
Granger (bib18) 2017; 9
Hyland, Jiang (bib25) 2018; 51
Kobayashi, Rinnert (bib27) 2023
Casal, Kessler (bib15) 2023; 2
Gabrielatos (bib16) 2018
Hartenberger (bib19) 2023
Rayson (bib37) 2016
Ho, Li (bib22) 2018; 33
Hyland (bib24) 2005
Hunston (bib23) 2011
Hyland (bib11) 2007; 28
Scarfe, Watcham, Clarke, Roesch (bib38) 2024; 19
Nesi, Gardner (bib34) 2012
Ho (10.1016/j.esp.2025.03.001_bib22) 2018; 33
Casal (10.1016/j.esp.2025.03.001_bib15) 2023; 2
Hyland (10.1016/j.esp.2025.03.001_bib10) 2001; 18
Berber Sardinha (10.1016/j.esp.2025.03.001_bib14) 2024; 4
Nguyen (10.1016/j.esp.2025.03.001_bib35) 2024; 62
Gabrielatos (10.1016/j.esp.2025.03.001_bib16) 2018
Jiang (10.1016/j.esp.2025.03.001_bib42) 2024
Kumar (10.1016/j.esp.2025.03.001_bib29)
Koltovskaia (10.1016/j.esp.2025.03.001_bib28) 2024; 65
Hartenberger (10.1016/j.esp.2025.03.001_bib19) 2023
Jiang (10.1016/j.esp.2025.03.001_bib41) 2024; amae052
Lee (10.1016/j.esp.2025.03.001_bib30) 2016; 33
Hyland (10.1016/j.esp.2025.03.001_bib24) 2005
Granger (10.1016/j.esp.2025.03.001_bib18) 2017; 9
Hyland (10.1016/j.esp.2025.03.001_bib11) 2007; 28
Hyland (10.1016/j.esp.2025.03.001_bib4) 2020; 21
Jiang (10.1016/j.esp.2025.03.001_bib8) 2015; 20
Hyland (10.1016/j.esp.2025.03.001_bib5) 2022; 60
Ädel (10.1016/j.esp.2025.03.001_bib1) 2010; 9
Hinkel (10.1016/j.esp.2025.03.001_bib21) 2005; 15
Rayson (10.1016/j.esp.2025.03.001_bib37)
Jiang (10.1016/j.esp.2025.03.001_bib9) 2018; 35
Lingard (10.1016/j.esp.2025.03.001_bib31) 2023; 12
Nathan (10.1016/j.esp.2025.03.001_bib33) 2001
Kobayashi (10.1016/j.esp.2025.03.001_bib27) 2023
Gao (10.1016/j.esp.2025.03.001_bib17) 2023; 6
Hyland (10.1016/j.esp.2025.03.001_bib3) 2016; 24
Hunston (10.1016/j.esp.2025.03.001_bib23) 2011
Wolfram (10.1016/j.esp.2025.03.001_bib40) 2023
Johannesson (10.1016/j.esp.2025.03.001_bib26) 2024
Hyland (10.1016/j.esp.2025.03.001_bib13) 2023
Su (10.1016/j.esp.2025.03.001_bib39) 2023; 57
Adeshola (10.1016/j.esp.2025.03.001_bib2) 2023
Hyland (10.1016/j.esp.2025.03.001_bib12) 2016
Hyland (10.1016/j.esp.2025.03.001_bib25) 2018; 51
Markey (10.1016/j.esp.2025.03.001_bib32) 2024
Scarfe (10.1016/j.esp.2025.03.001_bib38) 2024; 19
Herbold (10.1016/j.esp.2025.03.001_bib20) 2023; 13
Nesi (10.1016/j.esp.2025.03.001_bib34) 2012
References_xml – volume: 9
  start-page: 1
  year: 2010
  end-page: 11
  ident: bib1
  article-title: Metadiscourse: diverse and divided perspectives
  publication-title: Nordic Journal of English Studies
– volume: 28
  start-page: 266
  year: 2007
  end-page: 285
  ident: bib11
  article-title: Applying a gloss: Exemplifying and reformulating in academic discourse
  publication-title: Applied Linguistics
– start-page: 225
  year: 2018
  end-page: 258
  ident: bib16
  article-title: Keyness analysis: nature, metrics and techniques
  publication-title: Corpus Approaches to Discourse: A Critical Review
– year: 2012
  ident: bib34
  article-title: Genres across the Disciplines: Student Writing in Higher Education
– year: 2005
  ident: bib24
  article-title: Metadiscourse: exploring interaction in writing
  publication-title: Continuum
– year: 2024
  ident: bib42
  article-title: Does ChatGPT write like a student? Engagement markers in argumentative essays
  publication-title: Written Communication
– volume: 6
  start-page: 1
  year: 2023
  end-page: 5
  ident: bib17
  article-title: Comparing scientific abstracts generated by ChatGPT to real abstracts with detectors and blinded human reviewers
  publication-title: NPJ Digital Medicine
– volume: 33
  start-page: 21
  year: 2016
  end-page: 34
  ident: bib30
  article-title: Interactions in L1 and L2 undergraduate student writing: interactional metadiscourse in successful and less-successful argumentative essays
  publication-title: Journal of Second Language Writing
– volume: 65
  year: 2024
  ident: bib28
  article-title: Graduate students' use of ChatGPT for academic text revision: behavioral, cognitive, and affective engagement
  publication-title: Journal of Second Language Writing
– volume: 51
  start-page: 18
  year: 2018
  end-page: 30
  ident: bib25
  article-title: “In this paper we suggest”: changing patterns of disciplinary metadiscourse
  publication-title: English for Specific Purposes
– year: 2024
  ident: bib26
  article-title: Writing Your Thesis with ChatGPT: Research, Scholarship and Academic Writing in the Age of Generative AI
– start-page: 644
  year: 2001
  end-page: 648
  ident: bib33
  article-title: Expert blind spot: when content knowledge eclipses pedagogical content knowledge
  publication-title: Proceeding of the Third International Conference on Cognitive Science
– volume: 20
  start-page: 90
  year: 2015
  end-page: 102
  ident: bib8
  article-title: Nominal stance construction in L1 and L2 students’ writing
  publication-title: Journal of English for Academic Purposes
– volume: 35
  start-page: 1
  year: 2018
  end-page: 15
  ident: bib9
  article-title: As we can see’: Reader engagement in PhD candidature confirmation reports
  publication-title: Journal of English for Academic Purposes
– volume: 9
  start-page: 9
  year: 2017
  end-page: 27
  ident: bib18
  article-title: Academic phraseology: a key ingredient in successful l2 academic literacy
  publication-title: Oslo Studies in Language
– year: 2023
  ident: bib29
  article-title: How “ChatGPT” seems to look behind: working of ChatGPT
– start-page: 246
  year: 2016
  end-page: 265
  ident: bib12
  article-title: Writing with attitude: Conveying a stance in academic texts
– volume: 60
  start-page: 101165
  year: 2022
  ident: bib5
  article-title: Metadiscourse choices in EAP: An intra-journal study of JEAP
  publication-title: Journal of English for Academic Purposes
– volume: 62
  start-page: 1
  year: 2024
  end-page: 10
  ident: bib35
  article-title: Detecting and assessing AI-generated and human-produced texts: the case of second language writing teachers
  publication-title: Assessing Writing
– year: 2023
  ident: bib40
  article-title: Self-Published
– year: 2023
  ident: bib27
  article-title: Developing Multilingual Writing: Agency, Audience, Identity
– volume: amae052
  year: 2024
  ident: bib41
  article-title: Does ChatGPT argue like students? Bundles in argumentative essays
  publication-title: Applied Linguistics
– start-page: 1
  year: 2023
  end-page: 14
  ident: bib2
  article-title: The opportunities and challenges of ChatGPT in education
  publication-title: Interactive Learning Environments
– volume: 4
  year: 2024
  ident: bib14
  article-title: AI-generated vs human-authored texts: a multidimensional comparison
  publication-title: Applied Corpus Linguistics
– year: 2011
  ident: bib23
  article-title: Corpus Approaches to Evaluation: Phraseology and Evaluative Language
– volume: 24
  start-page: 29
  year: 2016
  end-page: 42
  ident: bib3
  article-title: We must conclude that…”: A diachronic study of academic engagement
  publication-title: Journal of English for Academic Purposes
– volume: 18
  start-page: 549
  year: 2001
  end-page: 574
  ident: bib10
  article-title: Bringing in the reader: Addressee features in academic articles
  publication-title: Written Communication
– year: 2023
  ident: bib19
  article-title: What AI teaches us about good writing
  publication-title: Noema
– volume: 57
  year: 2023
  ident: bib39
  article-title: Collaborating with ChatGPT in argumentative writing classrooms
  publication-title: Assessing Writing
– volume: 12
  start-page: 261
  year: 2023
  end-page: 270
  ident: bib31
  article-title: Writing with ChatGPT: an illustration of its capacity, limitations & implications for academic writers
  publication-title: Perspectives on Medical Education
– volume: 2
  year: 2023
  ident: bib15
  article-title: Can linguists distinguish between ChatGPT/AI and human writing? A study of research ethics and academic publishing
  publication-title: Research Methods in Applied Linguistics
– volume: 19
  year: 2024
  ident: bib38
  article-title: A real-world test of artificial intelligence infiltration of a university examinations system: a “Turing Test” case study
  publication-title: PLoS One
– volume: 15
  start-page: 29
  year: 2005
  end-page: 53
  ident: bib21
  article-title: Hedging, inflating, and persuading in L2 academic writing
  publication-title: Applied Language Learning
– start-page: 1
  year: 2024
  end-page: 30
  ident: bib32
  article-title: Dense and disconnected: analyzing the sedimented style of ChatGPT-generated text at scale
  publication-title: Written Communication
– volume: 33
  start-page: 53
  year: 2018
  end-page: 68
  ident: bib22
  article-title: The use of metadiscourse and persuasion: an analysis of first year university students' timed argumentative essays
  publication-title: Journal of English for Academic Purposes
– year: 2016
  ident: bib37
  article-title: Log-likelihood spreadsheet
– year: 2024
  ident: bib36
  article-title: Hello GPT-4o: we’re announcing GPT-4o, our new flagship model that can reason across audio, vision, and text in real time
– start-page: 59
  year: 2023
  end-page: 81
  ident: bib13
  article-title: Metadiscourse
– volume: 13
  year: 2023
  ident: bib20
  article-title: A large-scale comparison of human-written versus ChatGPT-generated essays
  publication-title: Scientific Reports
– volume: 21
  start-page: 137
  year: 2020
  end-page: 164
  ident: bib4
  article-title: Text-organizing metadiscourse: Tracking changes in rhetorical persuasion
  publication-title: Journal of Historical Pragmatics
– year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib27
– volume: 62
  start-page: 1
  year: 2024
  ident: 10.1016/j.esp.2025.03.001_bib35
  article-title: Detecting and assessing AI-generated and human-produced texts: the case of second language writing teachers
  publication-title: Assessing Writing
  doi: 10.1016/j.asw.2024.100899
– volume: 28
  start-page: 266
  issue: 2
  year: 2007
  ident: 10.1016/j.esp.2025.03.001_bib11
  article-title: Applying a gloss: Exemplifying and reformulating in academic discourse
  publication-title: Applied Linguistics
  doi: 10.1093/applin/amm011
– volume: 12
  start-page: 261
  issue: 1
  year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib31
  article-title: Writing with ChatGPT: an illustration of its capacity, limitations & implications for academic writers
  publication-title: Perspectives on Medical Education
  doi: 10.5334/pme.1072
– volume: 19
  issue: 6
  year: 2024
  ident: 10.1016/j.esp.2025.03.001_bib38
  article-title: A real-world test of artificial intelligence infiltration of a university examinations system: a “Turing Test” case study
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0305354
– start-page: 644
  year: 2001
  ident: 10.1016/j.esp.2025.03.001_bib33
  article-title: Expert blind spot: when content knowledge eclipses pedagogical content knowledge
– volume: 4
  issue: 1
  year: 2024
  ident: 10.1016/j.esp.2025.03.001_bib14
  article-title: AI-generated vs human-authored texts: a multidimensional comparison
  publication-title: Applied Corpus Linguistics
  doi: 10.1016/j.acorp.2023.100083
– year: 2005
  ident: 10.1016/j.esp.2025.03.001_bib24
  article-title: Metadiscourse: exploring interaction in writing
  publication-title: Continuum
– volume: 24
  start-page: 29
  year: 2016
  ident: 10.1016/j.esp.2025.03.001_bib3
  article-title: We must conclude that…”: A diachronic study of academic engagement
  publication-title: Journal of English for Academic Purposes
  doi: 10.1016/j.jeap.2016.09.003
– volume: 2
  issue: 3
  year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib15
  article-title: Can linguists distinguish between ChatGPT/AI and human writing? A study of research ethics and academic publishing
  publication-title: Research Methods in Applied Linguistics
  doi: 10.1016/j.rmal.2023.100068
– volume: 33
  start-page: 21
  year: 2016
  ident: 10.1016/j.esp.2025.03.001_bib30
  article-title: Interactions in L1 and L2 undergraduate student writing: interactional metadiscourse in successful and less-successful argumentative essays
  publication-title: Journal of Second Language Writing
  doi: 10.1016/j.jslw.2016.06.004
– volume: 65
  year: 2024
  ident: 10.1016/j.esp.2025.03.001_bib28
  article-title: Graduate students' use of ChatGPT for academic text revision: behavioral, cognitive, and affective engagement
  publication-title: Journal of Second Language Writing
  doi: 10.1016/j.jslw.2024.101130
– volume: 13
  issue: 1
  year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib20
  article-title: A large-scale comparison of human-written versus ChatGPT-generated essays
  publication-title: Scientific Reports
  doi: 10.1038/s41598-023-45644-9
– start-page: 225
  year: 2018
  ident: 10.1016/j.esp.2025.03.001_bib16
  article-title: Keyness analysis: nature, metrics and techniques
– start-page: 1
  year: 2024
  ident: 10.1016/j.esp.2025.03.001_bib32
  article-title: Dense and disconnected: analyzing the sedimented style of ChatGPT-generated text at scale
  publication-title: Written Communication
– ident: 10.1016/j.esp.2025.03.001_bib29
– volume: 15
  start-page: 29
  issue: 1/2
  year: 2005
  ident: 10.1016/j.esp.2025.03.001_bib21
  article-title: Hedging, inflating, and persuading in L2 academic writing
  publication-title: Applied Language Learning
– start-page: 1
  year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib2
  article-title: The opportunities and challenges of ChatGPT in education
  publication-title: Interactive Learning Environments
– volume: amae052
  year: 2024
  ident: 10.1016/j.esp.2025.03.001_bib41
  article-title: Does ChatGPT argue like students? Bundles in argumentative essays
  publication-title: Applied Linguistics
– volume: 35
  start-page: 1
  year: 2018
  ident: 10.1016/j.esp.2025.03.001_bib9
  article-title: As we can see’: Reader engagement in PhD candidature confirmation reports
  publication-title: Journal of English for Academic Purposes
  doi: 10.1016/j.jeap.2018.05.003
– volume: 57
  year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib39
  article-title: Collaborating with ChatGPT in argumentative writing classrooms
  publication-title: Assessing Writing
  doi: 10.1016/j.asw.2023.100752
– year: 2024
  ident: 10.1016/j.esp.2025.03.001_bib42
  article-title: Does ChatGPT write like a student? Engagement markers in argumentative essays
  publication-title: Written Communication
– year: 2011
  ident: 10.1016/j.esp.2025.03.001_bib23
– start-page: 59
  year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib13
  article-title: Metadiscourse
– volume: 21
  start-page: 137
  issue: 1
  year: 2020
  ident: 10.1016/j.esp.2025.03.001_bib4
  article-title: Text-organizing metadiscourse: Tracking changes in rhetorical persuasion
  publication-title: Journal of Historical Pragmatics
  doi: 10.1075/jhp.00039.hyl
– volume: 51
  start-page: 18
  year: 2018
  ident: 10.1016/j.esp.2025.03.001_bib25
  article-title: “In this paper we suggest”: changing patterns of disciplinary metadiscourse
  publication-title: English for Specific Purposes
  doi: 10.1016/j.esp.2018.02.001
– volume: 9
  start-page: 1
  issue: 2
  year: 2010
  ident: 10.1016/j.esp.2025.03.001_bib1
  article-title: Metadiscourse: diverse and divided perspectives
  publication-title: Nordic Journal of English Studies
  doi: 10.35360/njes.215
– volume: 9
  start-page: 9
  issue: 3
  year: 2017
  ident: 10.1016/j.esp.2025.03.001_bib18
  article-title: Academic phraseology: a key ingredient in successful l2 academic literacy
  publication-title: Oslo Studies in Language
  doi: 10.5617/osla.5844
– volume: 20
  start-page: 90
  year: 2015
  ident: 10.1016/j.esp.2025.03.001_bib8
  article-title: Nominal stance construction in L1 and L2 students’ writing
  publication-title: Journal of English for Academic Purposes
  doi: 10.1016/j.jeap.2015.07.002
– start-page: 246
  year: 2016
  ident: 10.1016/j.esp.2025.03.001_bib12
  article-title: Writing with attitude: Conveying a stance in academic texts
– ident: 10.1016/j.esp.2025.03.001_bib37
– year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib19
  article-title: What AI teaches us about good writing
  publication-title: Noema
– volume: 60
  start-page: 101165
  year: 2022
  ident: 10.1016/j.esp.2025.03.001_bib5
  article-title: Metadiscourse choices in EAP: An intra-journal study of JEAP
  publication-title: Journal of English for Academic Purposes
  doi: 10.1016/j.jeap.2022.101165
– year: 2024
  ident: 10.1016/j.esp.2025.03.001_bib26
– year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib40
– volume: 18
  start-page: 549
  issue: 4
  year: 2001
  ident: 10.1016/j.esp.2025.03.001_bib10
  article-title: Bringing in the reader: Addressee features in academic articles
  publication-title: Written Communication
  doi: 10.1177/0741088301018004005
– year: 2012
  ident: 10.1016/j.esp.2025.03.001_bib34
– volume: 33
  start-page: 53
  year: 2018
  ident: 10.1016/j.esp.2025.03.001_bib22
  article-title: The use of metadiscourse and persuasion: an analysis of first year university students' timed argumentative essays
  publication-title: Journal of English for Academic Purposes
  doi: 10.1016/j.jeap.2018.02.001
– volume: 6
  start-page: 1
  issue: 1
  year: 2023
  ident: 10.1016/j.esp.2025.03.001_bib17
  article-title: Comparing scientific abstracts generated by ChatGPT to real abstracts with detectors and blinded human reviewers
  publication-title: NPJ Digital Medicine
  doi: 10.1038/s41746-023-00819-6
SSID ssj0016997
Score 2.4394333
Snippet This study investigates the use of metadiscourse in argumentative essays generated by ChatGPT compared to those written by British university students. Using...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 17
SubjectTerms Argumentative writing
ChatGPT
Interactional and interactive resources
Metadiscourse
Writing pedagogy
Title Rhetorical distinctions: Comparing metadiscourse in essays by ChatGPT and students
URI https://dx.doi.org/10.1016/j.esp.2025.03.001
Volume 79
WOSCitedRecordID wos001458695600001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: Elsevier SD Freedom Collection Journals 2021
  issn: 0889-4906
  databaseCode: AIEXJ
  dateStart: 19950101
  customDbUrl:
  isFulltext: true
  dateEnd: 99991231
  titleUrlDefault: https://www.sciencedirect.com
  omitProxy: false
  ssIdentifier: ssj0016997
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELag5cCl4k15yQfEARSUOA_b3KpVH7RVVVWLtLfIT7pVlV3VC-r-e8axk00XiuiBSxRFiWN5vsxMxt_MIPS-siavmKGJEIVNClmyhOXSJLmtDJPKWmFl22yCnpywyYSfRlqRa9sJ0KZh19d8_l9FDddA2D519g7i7geFC3AOQocjiB2O_yT4s3PTFf7Q_gNu2syFlvk2Ck0Hm---cbTwCbkzz-Foy4Y4J5bOO6Ojc7HYPx23uwouVL50N-L3IfG35Sf6PE3PNfo0B3nNXAjhrjf3GQQbDqcxPA0r1kYojsAuN4MbDpYd0_Io5qjFiAQpe_bqSnH5znVpNdSyoWVMVJMhXTMa3PCO31R5iCpcfDbOlxUlZahFm63sVrdXv2bOepJhx1-7qGGI2g9Rp7nn8N1Hm4SWHHTg5s7X3clhv-tUcR4rw4b5d7vgLR9wbR5_9mMGvsn4EdqKPxV4J4DhMbpnmifoxXEMRTv8AR_31bPdU3S2gggeQuQL7gGCbwAETxscAILlEkeAYBAU7gDyDH3b2x2PDpLYWyNRhNBFQnMlKiZ1oYSuCl0wA64ftxkVPNVcMVIy8BQ12ANWyIwokWW5USSTmlgpJM-fo41m1piXCFMFbqjVhQDnudDw5ecWxtA8VVRrxuw2SruVqlUsPO_7n1zWt0poG33sH5mHqit_u7nolr-ObmNwB2uA0u2PvbrLO16jhyukv0Ebi6sf5i16oH4upu7qXcTRL23AjfY
linkProvider Elsevier
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=Rhetorical+distinctions%3A+Comparing+metadiscourse+in+essays+by+ChatGPT+and+students&rft.jtitle=English+for+specific+purposes+%28New+York%2C+N.Y.%29&rft.au=Jiang%2C+Feng+%28Kevin%29&rft.au=Hyland%2C+Ken&rft.date=2025-07-01&rft.issn=0889-4906&rft.volume=79&rft.spage=17&rft.epage=29&rft_id=info:doi/10.1016%2Fj.esp.2025.03.001&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_esp_2025_03_001
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0889-4906&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0889-4906&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0889-4906&client=summon