Clean room, uncomfortable bed
A corpus analysis of evaluation devices in hotel reviews
Online customer reviews, being an essential factor that determines success or failure in business, in particular
in the tourism industry, demand close attention since the investigation of this type of discourse might bear some implications
both for language specialists and for hotel managers. This paper is a quantitative and qualitative study of evaluation devices
occurring in the corpus of hotel reviews from
Booking.com. The analysis is based on
methods associated with corpus linguistics and Systemic Functional Linguistics (
Halliday
1994;
Eggins 2004), specifically, the Appraisal framework (
Martin & White 2005), which is applied here to a new type of discourse, that of hotel
ratings. The study focuses on the categories of Attitude, Graduation and Engagement suggested by Martin and White and investigates
inscribed and invoked evaluation. In order to adapt the Attitude dimensions to the corpus under study, new subcategories were
created as a contribution to evaluation theory. The practical result of the study is a list of evaluation devices employed in
hotel reviews; the list may be useful for further corpus analyses and for designing systems for automated analysis of customer
evaluation. Since online customer reviews are commonly used by hotels as a benchmark of their guests’ satisfaction and a valuable
information source of features and services that need to be improved, the present study is also likely to make an important
contribution to the industry.
Article outline
- 1.Introduction
- 2.Literature review
- 2.1Evaluation
- 2.2Corpus studies of online reviews
- 3.Data and methods
- 4.Application of the appraisal framework to hotel reviews
- 4.1Attitude
- 4.1.1Appreciation
- 4.1.2Judgement
- 4.1.3Affect
- 4.2Graduation and engagement
- 5.Results
- 5.1Attitude
- 5.2Graduation
- 5.3Engagement
- 5.4Targets of evaluation
- 5.5Invoked evaluation
- 6.Discussion and conclusion
- Acknowledgements
- Notes
-
References
References (69)
References
Amin, Muslim, Zatilaziya Yahya, Wan F. A. Ismayatim, Siti Z. Nasharuddin, and Emma Kassim. 2013. “Service
quality dimension and customer satisfaction: An empirical study in the Malaysian hotel
industry.” Services Marketing
Quarterly 34 (2): 115–125. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Antony, Laurence. 2014. AntConc (Version
3.4.4) [Computer
Software]. Tokyo: Waseda University. Available from [URL]
Banerjee, Snehasish, & Alton Y. K. Chua. 2016. “In
search of patterns among travellers’ hotel ratings in TripAdvisor”. Tourism
Management 531: 125–131. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Banerjee, Snehasish, and Alton Y. K. Chua. 2017. “Theorizing
the textual differences between authentic and fictitious reviews: Validation across positive, negative and moderate
polarities.” Internet
Research 27 (2): 321–337. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Ben-Aaron, Diana. 2005. “Given
and news: Evaluation in newspaper stories about national anniversaries.” Text –
Interdisciplinary Journal for the Study of
Discourse 25 (5): 691–718. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Biber, Douglas, and Edward Finegan. 1988. “Adverbial
stance types in English.” Discourse
Processes 11 (1): 1–34. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Biber, Douglas, and Edward Finegan. 1989. “Styles
of stance in English: lexical and grammatical marking of evidentiality and
affect.” Text 9 (1): 93–124.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Biber, Douglas. 2006. “Stance
in spoken and written university registers.” Journal of English for Academic
Purposes 5 (2): 97–116. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Booking.com URL: [URL] (Accessed April
8, 2018). ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
Boucher, Jerry, and Charles E. Osgood. 1969. “The
Pollyanna hypothesis.” Journal of Verbal Learning and Verbal
Behavior 8 (1): 1–8. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Brookes, Gavin, and Paul Baker. 2017. “What
does patient feedback reveal about the NHS? A mixed methods study of comments posted to the NHS Choices online
service.” BMJ Open 7 (4). ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Buhalis, Dimitrios, and Rob Law. 2008. “Progress
in information technology and tourism management: 20 years on and 10 years after the Internet – The state of eTourism
research.” Tourism
Management 29 (4): 609–623. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Camiciottoli, Belinda C. 2013. Rhetoric in Financial Discourse: A
Linguistic Analysis of ICT-mediated Disclosure Genres. Amsterdam & New York: Rodopi. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Cedefop’s European skills and jobs
survey. 2014. URL: [URL] (Accessed February 11, 2019).
Cenni, Irene, and Patrick Goethals. 2017. “Negative
hotel reviews on TripAdvisor: A cross-linguistic analysis.” Discourse, Context &
Media 161: 22–30. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Chipkin, Harvey. 2012, July 31. “Consumer
trends 2012: review websites.” Travel
Weekly. URL: [URL] Accessed: April 4, 2019.
Conrad, Susan, and Douglas Biber. 2000. “Adverbial
marking of stance in speech and writing.” In Evaluation in Text:
Authorial Stance and the Construction of Discourse, ed. by Susan Hunston and Geoff Thompson, 56–73. Oxford: Oxford University Press.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Cook, Lory S., David E. Bowen, Richard B. Chase, Sriram Dasu, Doug M. Stewart, and David A. Tansik. 2002. “Human
resource issues in service design.” Journal of Operations
Management 20 (2): 159–174. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Eggins, Suzanne. 2004. An
Introduction to Systemic Functional Linguistics. London & New York: Continuum.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Halliday, M. A. K. 1994. An
Introduction to Functional Grammar. London: Edward Arnold.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Hao, Jing, and Sally Humphrey. 2012. “The
role of ‘coupling’ in biological experimental reports.” Linguistics and the Human
Sciences 5 (2): 169–194. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Ho-Dac, Nga N., Stephen J. Carson, and William L. Moore. 2013. “The
effects of positive and negative online customer reviews: do brand strength and category maturity
matter?” Journal of
Marketing 77 (6): 37–53. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Hoffman, Lily M., and Jiri Musil. 2009. “Prague,
tourism and the post-industrial city.” A Great Cities Institute Working
Papers. Chicago: University of Illinois.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Hood, Susan. 2012. “Voice
and stance as APPRAISAL: Persuading and positioning in research writing across intellectual
fields.” In Stance and Voice in Written Academic
Genres, ed. by Ken Hyland and Carmen S. Guinda. London: Palgrave Macmillan. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Hunston, Susan. 2011. Corpus
Approaches to Evaluation: Phraseology and Evaluative Language. New York & London: Routledge.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Hyland, Ken. 1998. “Exploring
corporate rhetoric: Metadiscourse in the CEO’s letter.” Journal of Business
Communication 35 (2): 224–244. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Hyland, Ken. 2005. Metadiscourse:
Exploring Interaction in Writing. London and New York: Continuum.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Jackendoff, Ray. 1997. “Twistin’
the night
away.” Language 73 (3): 534–559. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Jeong, Miyoung, and Myunghee M. Jeon. 2008. “Customer
reviews of hotel experiences through consumer generated media (CGM).” Journal of Hospitality
& Leisure
Marketing 17 (1–2): 121–138. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Kachniewska, Magdalena. 2002. Zarządzanie Jakością Usług Turystycznych [Quality Management in the
Tourist
Industry]. Warszawa: Difin.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Kaltenbacher, Martin. 2006. “Culture
related linguistic differences in tourist websites: the emotive and the factual – a corpus analysis within the framework of
APPRAISAL.” In System and Corpus: Exploring
Connections, ed. by Geoff Thompson and Susan Hunston, 269–92. London: Equinox.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Keuc, Natasha. 2014. “Factors
influencing the decision on the measurement of customer
satisfaction.” In Economic and Social Development: Book of
Proceedings, ed. by Ivica Filipovic, Marina Klacmer Calopa, and Fran Galetic, 552–558. Varazdin: Varazdin Development and Entrepreneurship Agency.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Li, Huiying, Qiang Ye, and Rob Law. 2013. “Determinants
of Customer Satisfaction in the Hotel Industry: An Application of Online Review Analysis.” Asia
Pacific Journal of Tourism
Research 18 (7): 784–802. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Lin, Ingrid Y. 2004. “Evaluating a servicescape: the
effect of cognition and emotion.” International Journal of Hospitality
Management 23 (2): 163–178. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Martin, James R. 2000. “Beyond exchange: Appraisal
systems in English.” In Evaluation in Text. Authorial Stance and the
Construction of Discourse, ed. by Susan Hunston and Geoff Thompson, 142–175. Oxford: Oxford University Press.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Martin, James R., and David Rose. 2003. Working
with Discourse. Meaning beyond the
Clause. London: Continuum.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Martin, James R., and Peter R. R. White. 2005. The
Language of Evaluation: Appraisal in
English. Basingstoke: Palgrave Macmillan. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Martin-Fuentes, Eva, and Juan P. Mellinas. 2018. “Hotels
that most rely on Booking. com–online travel agencies (OTAs) and hotel distribution
channels.” Tourism Review. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Mel’cuk, Igor. 1996. “Lexical
functions: A tool for the description of lexical relations in a
lexicon.” In Lexical Junctions in Lexicography and Natural Language
Processing, ed. by Leo L. Wanner. 87-102. Amsterdam & Philadelphia: John Benjamins.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Mellinas, Juan P. 2019. “Dependency of Spanish urban
hotels on Booking. com.” Tourism
Analysis 24 (1): 3–12. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Mohsin, Asad, and Tim Lockyer. 2010. “Customer
perceptions of service quality in luxury hotels in New Delhi, India: an exploratory
study.” International Journal of Contemporary Hospitality
Management 22 (2): 160–173. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Oteíza, Teresa. 2017. “The
appraisal framework and discourse analysis”. In The Routledge
Handbook of Systemic Functional Linguistics, ed. by Tom Bartlett and Gerard O’Grady, 481–496. New York: Routledge.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Oxford English Dictionary (OED) URL: [URL] Accessed July 18, 2021.
Ozimek, Irena, Julita Szlachciuk, Olena Kulykovets and Natalia Przeździecka-Czyżewska. 2017. “Factors
Influencing the Choice and Quality Assessment of Hotel Facilities in Poland”. Folia Oeconomica
Stetinensia 17 (1): 170–181. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Pang, Bo, and Lillian Lee. 2008. “Opinion
Mining and Sentiment Analysis.” Foundations and Trends in Information
Retrieval 2 (1–2): 1–135. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Pawley, Andrew, and Frances H. Syder. 1983. “Two
puzzles for linguistic theory: nativelike selection and nativelike
fluency.” In Language and
Communication 7(1), ed. by Jack C. Richards and Richard W. Schmidt, 191–226. London: Longman.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Pierini, Patrizia. 2009. “Adjectives
in tourism English on the web: a corpus-based study.” CÍRCULO de Lingüística Aplicada a la
Comunicación 401: 93–116.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Reuland, Ruud, Janet Choudry, and Ans Fagel. 1985. “Research
in the field of hospitality.” International Journal of Hospitality
Management 4 (4): 141–146. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Ryu, Kisang, and Soocheong S. Jang. 2007. “The
effect of environmental perceptions on behavioral intentions through emotions: The case of upscale
restaurants.” Journal of Hospitality & Tourism
Research 31 (1): 56–72. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Sammons, Gail, Pat Moreo, Lori F. Benson, and Fred Demicco. 1999. “Analysis
of female business travelers’ selection of lodging accommodations.” Journal of Travel &
Tourism
Marketing 8 (1): 65–83. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Silver, Marc. 2003. “The
stance of stance: a critical look at ways stance is expressed and modeled in academic
discourse.” Journal of English for Academic
Purposes 2 (4): 359–374. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Sinclair, John. 1991. Corpus,
Concordance and Collocation. Oxford: Oxford University Press.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Smith, Trevor, and Andrew J. Spencer. 2011. “Predictors
of value for money in Jamaican all-inclusive hotels.” International Journal of Humanities and
Social
Science 1 (4): 93–102.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Sparks, Beverley. 2001. “Managing
service failure through recovery.” In Service quality management in
hospitality, tourism and leisure, ed. by Jay Kandampully, Connie Mok, and Beverley Sparks, 193–219. New York & London: Routledge.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Su, Hang. 2016. “How
products are evaluated? Evaluation in customer review texts.” Language Resources and
Evaluation 50 (3): 475–495. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Thompson, Geoff. 1996. Introducing
Functional Grammar. London: Edward Arnold.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Tian, Youfei. 2013. “Engagement
in online hotel reviews: A comparative study.” Discourse, Context &
Media 2 (4): 184–191. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Torres, Edwin N., and Sheryl Kline. 2013. “From
customer satisfaction to customer delight.” International Journal of Contemporary Hospitality
Management 25 (5): 642–659. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Tuan, Nham P., and Nguyen T. H. Linh. 2014. “Impact
of service quality performance on customer satisfaction: A case study of Vietnam’s five star
hotel.” ABAC
Journal 34 (3): 53–70.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Vásquez, Camilla. 2011. “Complaints
online: The case of TripAdvisor.” Journal of
Pragmatics 43 (6): 1707–1717. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Wang, Hongway, Pei Yin, Lijuan Zheng, and James N. K. Liu. 2014. “Sentiment
classification of online reviews: using sentence-based language model.” Journal of Experimental
& Theoretical Artificial
Intelligence 26 (1): 13–31. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
White, Peter R. R. 2002. “Appraisal – the language of
evaluation and stance.” In The Handbook of
Pragmatics, ed. by Jef Verschueren, Jan-Ola Östman, Jan Blommaert, and Chris Bulcaen, 1–27. Amsterdam: John Benjamins.![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
White, Peter R. R. 2003. “Beyond modality and hedging:
a dialogic view of the language of intersubjective stance.” Appraisal: Special Edition of
Text 23 (2): 259–84. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
White, Peter R. R. 2011. “Appraisal.” In Discursive
Pragmatics, ed. by Jan Zienkowski, Jan-Ola Östman, and Jef Verschueren, 14–36. Amsterdam: John Benjamins. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Yang, Yang, Zhenxing Mao, and Jingyin Tang. 2018. “Understanding
guest satisfaction with urban hotel location.” Journal of Travel
Research 57 (2): 243–259. ![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Cited by (3)
Cited by three other publications
Cheng, Shi
2024.
A review of interpersonal metafunction studies in systemic functional linguistics (2012–2022).
Journal of World Languages 10:3
► pp. 623 ff.
![DOI logo](//benjamins.com/logos/doi-logo.svg)
Contu, Giulia, Cinzia Dessí, Carla Massidda & Marco Ortu
2024.
Online reviews explain differences in coastal and inland tourists’ satisfaction.
Scientific Reports 14:1
![DOI logo](//benjamins.com/logos/doi-logo.svg)
Yasin, Dhiyaul Hafidh Fatah, Raudlotul Firdaus Fatah Yasin, Muhammad Husni Hasbullah & Ku Mohd Syarbaini Ku Yaacob
2024.
An Analytical Inquiry into Ethical Dilemmas in Event Planning: Insights from Muslim Organizers. In
Islamic Finance [
Contributions to Management Science, ],
► pp. 477 ff.
![DOI logo](//benjamins.com/logos/doi-logo.svg)
This list is based on CrossRef data as of 26 december 2024. Please note that it may not be complete. Sources presented here have been supplied by the respective publishers.
Any errors therein should be reported to them.