Processing Multi-Constituent Units in Chinese Reading: An Eye Movement

Lead Research Organisation: University of Central Lancashire
Department Name: Sch of Psychology and Computer Science

Abstract

Reading is vital for successful function in modern society, both professionally and socially. Furthermore, literacy is at the core of a society built around social inclusion. The ability to read contributes to an individual's self-esteem and the extent to which they develop to their full potential. Scientific investigation of reading is vital for the development of sound educational policy in relation to best teaching practice. For these reasons, research projects investigating the psychological processes underlying reading are very important.

In this project we will focus on Chinese reading, particularly, how readers linguistically process common multi-word phrases (we term these Multi-Constituent Units, MCUs), and how they decide where words begin and end when they read naturally. An important property of Chinese written text that is critical to this project is that it is an unspaced character based language. Written Chinese is not like alphabetic languages such as English in which there are individual words with spaces between them that are formed from letters. Instead, Chinese written sentences take the form of strings of characters, that is, box-like symbols that are comprised of arrangements of strokes. Characters can be grouped together to form words, but unlike English, there are no spaces between words indicating where the words start and end. Also, there is often significant ambiguity as to which characters form word units in Chinese. Given these properties, written Chinese provides an opportunity to investigate important theoretical questions that it is simply impossible to investigate in English. Here we focus on two very important theoretical issues:

(1) Do Chinese readers process MCUs (e.g., teddy bear; salt and pepper) in the same way that they process single words?
(2) How do readers decide where words, or MCUs, begin and end as they read unspaced Chinese text?

In order to do this, we will conduct a series of experiments in which we measure Chinese participants' eye movements as they read sentences that include MCUs. Eye movement research has been fundamental in shaping current theoretical accounts of the psychological processes that occur during reading. When we read, our eyes move in a series of jumps (saccades) and brief pauses lasting about a quarter of a second (fixations). Readers visually and linguistically process text during fixations before making a saccade to inspect new, upcoming portions of the sentence. In our experimental work we use sophisticated eye tracking devices to record readers' eye movements as they read sentences from a computer screen. The techniques we employ are harmless. The eye movement data we obtain provide a very rich and detailed on-line measure of exactly how long readers spend processing each word, or MCU, in a sentence. This in turn provides significant insight into the nature of the psychological processes that occur on-line in reading.

We are focusing on how Chinese readers process MCUs, and how they work out where word boundaries lie because these questions are at the core of a very contentious debate in the field of reading, namely, whether readers identify words one at a time (serially), or identify multiple words simultaneously (in parallel) as they read. It is our contention that both these positions may actually be correct, in that readers sometimes process MCUs as though they are single words. If our experiments demonstrate that this is true (and we believe they will), then we can explain contradictory findings and move the scientific debate forward from the present stalemate.

The proposed research is built on a longstanding successful collaboration between researchers in the Centre for Vision and Cognition at Southampton University and researchers at the Eye Movement Laboratories at Tianjin Normal University in China. The collaborative research team has worked together for over 10 years and have published many high profile articles together.

Planned Impact

While current literacy schemes are effective, it is still the case that in the UK around 1.2 million adults aged 16-65 only have literacy skills at Entry Level 1: "Understands short texts with repeated patterns on familiar topics, can obtain information from common signs and symbols". Within those with low literacy (below Entry Level 3; 5.1 million people), 48% do not own their own house, 51% have no qualifications, and just 56% are working (see References 55 & 56). Also, in China around 50 million people aged 15 and older are unable to read and write (the illiteracy rate was estimated by UNESCO at 3.6% in 2015, http://en.unesco.org/countries/china). Without question, the ability to read and write fluently is vital to allow people to fully realise their potential within society, and educational practice must be informed and guided by cutting edge research.

Given this, the proposed research will have significant impact, directly informing current theoretical understanding in the field of Psychology, and contributing to understanding in Linguistics and Education. In the short and medium term this research will have academic impact, contributing to the health of these academic disciplines. In the longer term, however, these advances in theoretical knowledge should inform and influence educational best practice with respect to teaching, supporting literacy development and remedial interventions. The proposed research, therefore, will make a considerable contribution to both scientific knowledge, and ultimately, cultural wellbeing and social cohesion.

Eye movement research has already demonstrated that providing word spacing cues as segmentation markers for Chinese text (which is usually presented without spaces) significantly facilitates reading in those learning Chinese as a second language (e.g., US, Thai, Korean and Japanese) (see Reference 38). More importantly, related work has shown that Chinese children learn words more effectively when they are presented in sentences with word spaced rather than unspaced sentences. Word spacing facilitates the acquisition of vocabulary in those learning to read Chinese. Our experimental findings will allow us to understand which specific patterns of text segmentation optimise learning for Chinese constituents beyond the word (i.e., MCUs). The proposed research should therefore contribute to development of more successful, individually-tailored teaching and intervention strategies for adults and children learning to read Chinese.

In China we will engage with policymakers within the Chinese Psychological Society (Co-Investigator Prof. Xuejun Bai is the current President of the CPS), the Chinese Association of Psycholinguistics, and with the publishers of Chinese literacy training schemes including the Institute of Applied Linguistic Ministry of Education, Confucius Institute Headquarters, Hanban, and the International Society for Chinese Language Teaching. The Chinese partners in this project have excellent existing links with these organisations. Impact activities will include dissemination presentations and mini-workshops. We will also disseminate our findings via presentations to Chinese and UK non-academic audiences of key stakeholders (e.g., Local Education Authorities, and teachers in schools and other organisations teaching Chinese). We will send lay summaries throughout the project to headteachers of local schools and those teaching Chinese as a second language in the UK. We will create a website (linked to the Centre for Vision and Cognition website with English and Chinese versions) providing details of the project, and we will establish a strong international social media presence (e.g., Facebook, Twitter, Wechat, Webo) to disseminate progress on the project. Finally, we will provide excellent training to the postdoctoral researchers working on the project, and in this way, we will impact quality of expertise in the field.

Publications

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He L (2021) Contrasting off-line segmentation decisions with on-line word segmentation during reading. in British journal of psychology (London, England : 1953)

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Zhang M (2019) The influence of foveal lexical processing load on parafoveal preview and saccadic targeting during Chinese reading. in Journal of experimental psychology. Human perception and performance

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Vasilev MR (2019) Reading is disrupted by intelligible background speech: Evidence from eye-tracking. in Journal of experimental psychology. Human perception and performance

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Zang C (2018) Investigating word length effects in Chinese reading. in Journal of experimental psychology. Human perception and performance

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Zang C (2020) Word skipping in Chinese reading: The role of high-frequency preview and syntactic felicity. in Journal of experimental psychology. Learning, memory, and cognition

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Zang C (2023) Processing multiconstituent units: Preview effects during reading of Chinese words, idioms, and phrases. in Journal of experimental psychology. Learning, memory, and cognition

 
Description Currently there are several computational models of eye movement control (E-Z Reader, SWIFT, OB1-Reader), that provide a good account of oculomotor behaviour during reading of English and other alphabetic languages. A critical controversy among these models is whether words are lexically processed serially or in parallel. This is a fundamental research question that we raised in our proposal. Evidence exists to support each position and the field has reached an impasse. We investigated reading in Chinese, a character-based, unspaced language with ambiguous word boundaries, and we proposed the Multi-Constituent Unit (MCUs) hypothesis such that linguistic units comprised of multiple words (e.g., familiar phrases, idioms, famous people's names, place names, etc.), might be lexicalized and represented as a single lexical unit. If multiple words are represented as a single unit, then these words might be processed simultaneously in the parafovea and ultimately identified via the activation of that single lexical representation. This would mean that lexical processing progresses sequentially, one constituent at a time but words comprising MCUs could be processed in parallel. Crucially, the MCU Hypothesis assumes that the lexicality status of multiple word strings determines how they are processed, and therefore, the MCU Hypothesis offers a way of (at least partially) reconciling the deadlock between the serialism and parallelism accounts. We have conducted more than 15 eye movement experiments (1800+ participants) in order to empirically examine our MCU hypothesis. We have tested whether frequently occurring two-character phrases, three-character idioms with different structures (e.g., "2+1" idioms, 2-character modifier and 1-character noun structure; "1+2" idioms, 1-character modifier and 2-character noun structure; "1+2" idioms, 1-character verb and 2-character noun structure), four-character idioms and frequently occurring four-character phrases, famous people's names, place names, product names, modern phonetic borrowings, and popular, trendy internet phrases, are likely to be represented and processed as MCUs. All these experiments have shown statistically robust results providing solid support for the MCU Hypothesis that we described in our proposal. The project has reshaped our understanding of eye movement control during reading and driven forward current theoretical understanding. Also, the project has opened up a series of interesting research questions in both alphabetic and non-alphabetic languages - what determines whether a sequence of adjacent words will be processed as a single unit, or multiple separate units, and how visual and lexical processing is operationalised flexibly over units of text rather than individual words (in a constant manner) during reading.
Exploitation Route We have carried out a comprehensive investigation of the MCU hypothesis and word segmentation processes that occur during Chinese reading. Our results have significantly advanced theories of lexical processing, and models of eye movement control in reading of both alphabetic and non-alphabetic languages. Our publications including a critical theoretical review and experimental work have been well received by academics in the field of eye movements and reading, cognitive psychology and areas of linguistics. Our results have also stimulated further experimental investigations and computational modelling endeavours from various labs internationally. Furthermore, given that frequently used multi-constituent units are widespread in written and spoken language, developing a flexible understanding of the processing unit is essential. In the medium to long term, this will provide solid scientific background to processing unit training in machine learning, segmentation and recognition. Finally, these advances in theoretical knowledge regarding flexibility of processing units have the potential to inform and influence educational best practice with respect to individually-tailored learning and teaching vocabularies across languages and for children and adults.
Sectors Digital/Communication/Information Technologies (including Software),Education

URL https://www.readmcu.org
 
Description 3D CT Airport Cabin Baggage Screening: Time on Task (Reference: 1000167927)
Amount £87,234 (GBP)
Funding ID 1000167927 
Organisation Defence Science & Technology Laboratory (DSTL) 
Sector Public
Country United Kingdom
Start 09/2022 
End 05/2023
 
Description Reading Between the Lines in Autism Spectrum Disorder
Amount £483,125 (GBP)
Funding ID ES/W004607/1 
Organisation Economic and Social Research Council 
Sector Public
Country United Kingdom
Start 08/2022 
End 08/2025
 
Description Research Seminars Competition 2019
Amount £3,000 (GBP)
Organisation British Psychological Society (BPS) 
Sector Charity/Non Profit
Country United Kingdom
Start 09/2019 
End 09/2021
 
Description The Distinguished Collaborator Programme
Amount £4,595 (GBP)
Organisation University of Central Lancashire 
Sector Academic/University
Country United Kingdom
Start 06/2019 
End 07/2019
 
Description Visiting Academic - Feifei Liang
Amount £16,800 (GBP)
Organisation Tianjin Normal University 
Sector Academic/University
Country China
Start 08/2018 
End 08/2019
 
Description Visiting Academic - Lei Cui
Amount £14,400 (GBP)
Organisation Chinese Scholarship Council 
Sector Charity/Non Profit
Country China
Start 08/2019 
End 08/2020
 
Description Visiting Academic - Qin Wang
Amount £16,800 (GBP)
Organisation Tianjin Normal University 
Sector Academic/University
Country China
Start 05/2018 
End 05/2019
 
Description Visiting Academic - Zhifang Liu
Amount £14,400 (GBP)
Organisation Chinese Scholarship Council 
Sector Charity/Non Profit
Country China
Start 10/2022 
End 10/2023
 
Description Visiting PhD studentship - Li Zhang
Amount £14,400 (GBP)
Organisation Chinese Scholarship Council 
Sector Charity/Non Profit
Country China
Start 10/2019 
End 10/2020
 
Description Visiting PhD studentship - Sainan Li
Amount £14,400 (GBP)
Organisation Chinese Scholarship Council 
Sector Charity/Non Profit
Country China
Start 10/2019 
End 10/2020
 
Description Visiting PhD studentship - Ying Fu
Amount £14,400 (GBP)
Organisation Chinese Scholarship Council 
Sector Charity/Non Profit
Country China
Start 12/2021 
End 12/2022
 
Description Visiting PhD studentship - Zhu Meng
Amount £14,400 (GBP)
Organisation Chinese Scholarship Council 
Sector Charity/Non Profit
Country China
Start 09/2018 
End 09/2019
 
Description Visiting Professorship to Dr Monica Castelhano
Amount £64,451 (GBP)
Organisation The Leverhulme Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 11/2019 
End 09/2022
 
Title Data sets and R code analysis scripts associated with the paper Degno et al. (2018). JEP:General listed in the outputs were lodged on the Open Science Framework 
Description EEG and eye movement data and R scripts for their analysis. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact None currently known 
URL https://osf.io/uxd7c/?view_only=8257f93bea3a4b919fcd54c7cf3d719a
 
Title Data sets and R code analysis scripts associated with the paper Zang et al. (2018). JEP:HPP listed in the outputs were lodged on the Open Science Framework 
Description Eye movement data and R code analysis scripts 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact None currently known 
URL https://osf.io/e2ws6/
 
Title Data sets and R code analysis scripts associated with the paper by Cui et al. (2022). QJEP listed in the outputs were lodged on the Open Science Framework 
Description Data sets and R codes for the analyses reported in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact As yet, we are unaware of any impacts associated with these data sets and analysis codes. 
URL https://osf.io/awxp7/
 
Title Data sets and R code analysis scripts associated with the paper by Degno et al. (2019). PLoS one listed in the outputs were lodged on the Open Science Framework 
Description Data sets and R codes for the analyses reported in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact As yet, we are unaware of any impacts associated with these data sets and analysis codes. 
URL https://osf.io/kj7c3/
 
Title Data sets and R code analysis scripts associated with the paper by He et al. (2021). BJP listed in the outputs were lodged on the Open Science Framework 
Description Data sets and R codes for the analyses reported in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact As yet, we are unaware of any impacts associated with these data sets and analysis codes. 
URL https://osf.io/dsf32/
 
Title Data sets and R code analysis scripts associated with the paper by Vasilev et al. (2019). JEP:HPP listed in the outputs were lodged on the Open Science Framework 
Description Data sets and R codes for the analyses reported in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact As yet, we are unaware of any impacts associated with these data sets and analysis codes 
URL https://osf.io/jvsm8/
 
Title Data sets and R code analysis scripts associated with the paper by Zang et al. (2019). JEP LMC listed in the outputs were lodged on the Open Science Framework 
Description Data sets and R codes for the analyses reported in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact As yet, we are unaware of any impacts associated with these data sets and analysis codes. 
URL https://osf.io/n3qmd/
 
Title Data sets and R code analysis scripts associated with the paper by Zang et al. (2021). JML listed in the outputs were lodged on the Open Science Framework. 
Description Data sets and R codes for the analyses reported in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact As yet, we are unaware of any impacts associated with these data sets and analysis codes. 
URL https://osf.io/bp2d8/
 
Title Data sets and R code analysis scripts associated with the paper by Zang et al. (2023). JEP: LMC listed in the outputs were lodged on the Open Science Framework. 
Description Data sets and R codes for the analyses reported in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact As yet, we are unaware of any impacts associated with these data sets and analysis codes. 
URL https://osf.io/wk3pj/
 
Title Data sets and R code analysis scripts associated with the paper by Zang et al. (2023). JML listed in the outputs were lodged on the Open Science Framework. 
Description Data sets and R codes for the analyses reported in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact As yet, we are unaware of any impacts associated with these data sets and analysis codes. 
URL https://osf.io/7b85t/
 
Title Data sets and R code analysis scripts associated with the paper by Zhang et al. (2019). JEP HPP listed in the outputs were lodged on the Open Science Framework 
Description Data sets and R codes for the analyses reported in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact As yet, we are unaware of any impacts associated with these data sets and analysis codes. 
URL https://osf.io/d4ts9/
 
Description April 29, 2019 Knowledge Exchange Workshop School of Psychology, University of Leicester 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Supporters
Results and Impact Professor Kevin Paterson (University of Leicester) held a Knowledge Exchange Workshop on Monday 29th of April at the George Davis Centre (Room 2.13). The aim of this meeting was to present findings from current eye movement research and discuss some ideas for future collaboration. Professor Simon Liversedge, Dr Federica Degno and Dr Chuanli Zang were invited to present research results (some of which were from the ESRC MCU Project). Particularly, Liversedge and Zang talked about the Chinese writing system and their experimental research investigating MCU processing in Chinese reading and the implications MCU data have for current theoretical accounts in reading.
Year(s) Of Engagement Activity 2019
 
Description Chinese Psychological Society - Eye movement research meeting 2022 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Professor Simon Liversedge was invited to give a keynote speak at the Chinese Psychological Society - Eye movement research meeting 2022. The title was Multi-Constituent Unit processing during natural Chinese reading. There were more than 3000 colleagues and students attended this meeting.
Year(s) Of Engagement Activity 2022
 
Description Delivered an invited Cambridge University Chaucer Club lecture "Processing Multi-Constituent Units during Reading: Non-alphabetic languages, word segmentation, and serialism and parallelism in oculomotor control" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Liversedge was invited to talk at the Chaucer Club in the MRC Cognition and Brain Sciences Unit, University of Cambridge, by Professor Susan Gathercole (Director). I took the opportunity to discuss the theoretical and empirical context and preliminary results from the ESRC project investigating Multi-Constituent Unit processing in Chinese reading. The lecture reached quite a large number of senior academics working in the field of cognitive psychology (e.g., Gathercole, Lambon-Ralph, Norris, among others), it provoked significant interest resulting in questions and discussion around aspects of written language comprehension that are shared between languages as well as aspects that are unique to Chinese. The talk was very well received.
Year(s) Of Engagement Activity 2018
URL http://talks.cam.ac.uk/talk/index/110248
 
Description Distinguished Collaborator Program in UCLan 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Between 24th June and 29th June 2019 Professor Liversedge hosted Professor Xuejun Bai, Professor Guoli Yan and Dr Xin Li from Tianjin Normal University as distinguished guests in the School of Psychology, UCLan.  During this period the host, his UCLan colleagues and the visiting distinguished guests engaged in extensive discussions concerning the findings from the MCU Project. As part of the Distinguished Collaborator Program, we organised a Symposium titled "Using eye movements to investigate reading in Chinese and English" held on 26th June 2019 in the Maudland Building (Room MB51). The aim of the symposium was to bring together UK and Chinese researchers to give presentations detailing research that increases current understanding of the psychological processes underlying reading in Chinese and English. The symposium included 10 presentations by UK and Chinese researchers, including Professor Xuejun Bai (Tianjin Normal University), Dr Xin Li (Tianjin Normal University), Professor Guoli Yan (Tianjin Normal University), Professor Kevin Paterson (University of Leicester), Dr Sarah White (University of Leicester), as well as Dr Chuanli Zang (UCLan) and Professor Simon Liversedge (UCLan).  The quality of the presentations was very high and the topics under discussion were of broad interest and very directly related to the MCU Project.
Year(s) Of Engagement Activity 2019
 
Description ECEM Conference in Alicante, Spain 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The 20th European Conference on Eye Movements, ECEM 2019, took place from Sunday, August 18th, to Thursday, August 22nd, in Alicante, Spain. Over the three decades, ECEM has become the largest scientific meeting on eye movement research worldwide.  The conference brings together a vibrant community of researchers working towards a better understanding of eye movements, and their use in the study of a wide range of topics in neuroscience, cognitive science and various applied fields.
Drs Federica Degno, Manman Zhang, Mengsi Wang, and Chuanli Zang presented their current experimental work. Zang's submission entitled "Preview effects in reading of Chinese two-constituent words and phrases", as part of the MCU project was accepted as a talk presentation. The presentation was very well received with the audience asking a number of pertinent questions. The role of MCU processing and the issue of serialism vs. parallelism of lexical processing in reading was considered in this presentation, as well as in many other presentations.
Year(s) Of Engagement Activity 2019
 
Description ECEM Conference in Leicester, UK 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The 21st European Conference on Eye Movements, ECEM, took place from 21-25 August, in Leicester, UK, 2022. ECEM has been running for more than 3 decades and has grown to become the largest scientific meeting on eye movement research worldwide. The conference brings together a cross-disciplinary community of researchers working towards a better understanding the neurophysiology and clinical relevance of eye movements, while also using them as a tool to study a wide range of topics in neuroscience, cognitive science and various fields of applied vision research.

Professor Simon Liversedge, Drs Valerie Benson, Jean Judge, Sara Milledge, Christine Green, Federica Degno, Mengsi Wang, Ying Fu, Petar Atanasov, and Chuanli Zang attended this conference. Liversedge, Zang and Fu presented our experimental work for the project. Liversedge presented "Operationalisation of processes over linguistic units in reading: Cross-linguistic, acuity and lexical processing considerations" as part of a symposium to honour Alexander Pollatsek's legacy to eye movement research. Zang presented "Foveal and parafoveal processing of Chinese four-character idioms and phrases in reading" and "Parafoveal processing in Chinese reading: Further evidence for the Multi-Constituent Unit (MCU) Hypothesis" as a talk and poster presentation respectively. Fu presented "Word length and frequency in Chinese reading: Evidence from eye movements" and "The processing of Chinese three-character idioms with a "1+2" modifier-noun structure" as a talk and poster presentation respectively. Our work on return sweeps, radical processing during Chinese reading, children's reading and arithmetic calculation processing and eye movements were all very well presented. All presentations were well received with the audience asking a number of pertinent questions.
Year(s) Of Engagement Activity 2022
URL https://www.eyemovement.org/ecem2022/ECEM2022.html
 
Description EEG and EMs Co-registration Workshop in UCLan 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact On the 3rd and 4th July 2019,  a workshop on EEG and Eye Movements Co-Registration was held in UCLan. During the first day, Dr Federica Degno and Prof Liversedge presented the theoretical and methodological aspects of co-registration research, and research in face processing, visual search and reading. During the second day, there were tutorial sessions in which we taught people how to carry out co-registration research (i.e., simultaneous measurement of EEG and Eye Movement data).  Data and experimental descriptions from the MCU project were used as illustrative examples in the presentations during the workshop.
Year(s) Of Engagement Activity 2019
 
Description EPS meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Professor Simon Liversedge attended the Experimental Psychology Society London meeting that were held from 4-6th January 2023. He present a talk titled "Visual and linguistic foveal and parafoveal processing during natural reading: Evaluating the Multi-Constituent Unit Hypothesis". The presentations attracted a significant amount of interest and provoked multiple discussions concerning how words are processing in spaced and unspaced text during reading. The issue of MCU processing was considered in detail.
Year(s) Of Engagement Activity 2023
URL https://eps.ac.uk/previous-meetings/
 
Description ESRC MCUs_in_Chinese_Reading Website 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact We have designed and published a website describing the research team and the nature of the research that we are conducting in our ESRC Project investigating how Multi-Constituent Units are processed during natural Chinese reading. The website is an educational resource providing general, as well as specific, information pertaining to the project. We also use it to publicise the experimental findings that we have published. The website will reach a very broad audience and deliver information that is relevant to those with interests in reading and the Chinese language and culture. The website is quite new but has already received significant traffic.
Year(s) Of Engagement Activity 2021
URL http://www.readmcu.org
 
Description Educational practise 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Schools
Results and Impact In order to maximise the impact of our work, our article on Futurum Careers has been promoted on social media. The links are as follows:
Facebook
https://www.facebook.com/futurumcareers/posts/603643638427242
https://www.facebook.com/futurumcareers/posts/pfbid0DtxurKtLWMbEoWpDGLd8kVUGxdv84hXZ8fnf98DdtZTBxDDZ9ckPqoGrGEUaKJY1l
https://www.facebook.com/futurumcareers/posts/pfbid0ptXRtht1L5XjGaMNiAFhtQeut3endYwo9qS8wxCuAMLHiMP4GyZ9LSryndF2WDrVl
https://www.facebook.com/futurumcareers/posts/pfbid05VtSYRmVynyuXkFssJqxaGFTAg8NW9UXBtKvV1bvbzK3pX2AGKcfJV6GesUs5aRDl
https://www.facebook.com/futurumcareers/posts/pfbid0uLG7K148HGVuh72tZwwNLbz2HTh8YbRvba7mZ6TtcxNE3hiU7uf3YAxTtRPGGXzEl

Linkedin
https://www.linkedin.com/feed/update/urn:li:activity:7026850865055428608
https://www.linkedin.com/feed/update/urn:li:activity:7026851493320237057
https://www.linkedin.com/feed/update/urn:li:activity:7026851641060425728
https://www.linkedin.com/feed/update/urn:li:activity:7026855223558074368
https://www.linkedin.com/feed/update/urn:li:activity:7026862893274943488

Twitter
https://twitter.com/FUTURUMCareers/status/1621092582247010306
https://twitter.com/FUTURUMCareers/status/1621093143524564994
https://twitter.com/FUTURUMCareers/status/1621093349288546304
https://twitter.com/FUTURUMCareers/status/1621094091739234305
https://twitter.com/FUTURUMCareers/status/1621096307271307264

Pinterest
https://www.pinterest.co.uk/pin/838936236859844529/
https://www.pinterest.co.uk/pin/838936236859844566/
https://www.pinterest.co.uk/pin/838936236859844573/
https://www.pinterest.co.uk/pin/838936236859844589/
https://www.pinterest.co.uk/pin/838936236859844603/
https://www.pinterest.co.uk/pin/838936236859844685/
https://www.pinterest.co.uk/pin/838936236859844714/

And our teaching resource is on TES:
https://www.tes.com/teaching-resource/resource-12795535
https://www.tes.com/teaching-resource/resource-12795544

Teachers pay Teachers: https://www.teacherspayteachers.com/Product/What-do-eye-movements-tell-us-about-the-psychology-of-how-we-read-and-process-wo-9071145
https://www.teacherspayteachers.com/Product/Cognitive-Psychology-with-Professor-Simon-P-Liversedge-Dr-Chuanli-Zang-9071162
https://www.teacherspayteachers.com/Product/What-do-eye-movements-tell-us-about-the-psychology-of-how-we-read-and-process-wo-9071199

YouTube: https://www.youtube.com/watch?v=yslwKUPUArs
Year(s) Of Engagement Activity 2023
URL https://futurumcareers.com/articles
 
Description Eye Movement Research Workshop in UCLan 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact On the 23rd and 24th May 2019 we held a workshop on eye movement research.  During the first day there were presentations from Drs Valerie Benson, Federica Degno, Chuanli Zang and Professors Nick Donnelly and Simon Liversedge on using eye movement methodology to examine different aspects of human visual and cognitive processing.  During the second day there were tutorial sessions in which we taught people how to use SR Research Experiment Builder (for setting up eye tracking experiments using the Eyelink 1000 eye tracker) and SR Research Data Viewer (for analysing data generated by an Eyelink 1000 eye tracker). The workshop was a complete success and led to a number of discussions and research developments. Data from the MCU Project were used as illustrative examples in relation to the acquisition and analysis of eye movement data.
Year(s) Of Engagement Activity 2019
URL https://www.readmcu.org/activities
 
Description Eye-tracking Training Workshops in UCLan 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact We initiated a set of training sessions on Experiment Builder, Data Viewer and R Programming from 18th October to 13th December 2022. These sessions were very helpful for those planning to use eye movement methodology in their research. These training sessions were delivered by Ying Fu and Mengsi Wang.
Year(s) Of Engagement Activity 2022
 
Description Eye-tracking Training Workshops in UCLan 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Undergraduate students
Results and Impact On the 12th, 17th and 29th November 2021 and 3rd December 2022 we carried out a series of training sessions on the use of eye trackers (including both Eyelink 1000 and Dikablis Eye Trackers) and associated software for data acquisition and analysis. These training sessions were success and led to a number of valuable discussions and research collaborations.
Year(s) Of Engagement Activity 2021,2022
URL https://www.readmcu.org/activities
 
Description Grant Writing Workshops 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact On 16th December 2021 and 4th March 2022 Professor Liversedge organised two grant writing workshops that took place for Psychology and Computer Science staff and postgraduate students. The workshops took the form of informal, supportive, discussion of matters pertaining to grant preparation and submission. Liversedge lead discussions of how to effectively plan, develop and write a grant application for funding for research. These workshops received great interest and lead to valuable discussions.
Year(s) Of Engagement Activity 2021,2022
URL https://www.readmcu.org/activities
 
Description Invited talks in University of Southampton 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Dr Feifei Liang and Chuanli Zang were invited by Dr Hazel Blythe to the School of Psychology, University of Southampton to give a talk. The titles were "Does a character's positional frequency affect two-character word segmentation and identification in Chinese reading?" and " Preview effects in reading of Chinese two-constituent words and phrases".  Dr Zang's presentation reported work conducted as part of the MCU project. The presentation resulted in extensive discussions in relation to eye movements and reading in unspaced languages like Chinese.
Year(s) Of Engagement Activity 2019
 
Description NWVC Group Research Seminar in Liverpool Hope University 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact On 9th November 2022, the 2nd North West Visual Cognition BPS Seminar was held in Liverpool Hope University, organized by Professor Nick Donnelly and Dr Catherine Thompson. Dr Tobiasz Trawinski present Cultural variation in eye movements during painting perception, collaborated with Professors Nick Donnelly, Simon Liversedge and Dr Chuanli Zang. The meeting was really nice and friendly, and there were lots of interesting discussions.
Year(s) Of Engagement Activity 2022
URL https://northwestvisualcog.wixsite.com/nwvc
 
Description NWVC Group Research Seminar in UCLan 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact On 5th July 2022, the 1st North West Visual Cognition BPS Seminar was held in University of Central Lancashire. Professor Monica Castelhano, Drs Valerie Benson, Henri Olkoniemi, Mahsa Barzy, Sara Milledge, Shihui Wu, Ying Fu, Petar Atanasov and Christine Green presented very interesting talks on eye movements in English and Chinese reading, and scene perception. The meeting was really nice and friendly, and there were lots of helpful discussions.
Year(s) Of Engagement Activity 2022
URL https://northwestvisualcog.wixsite.com/nwvc
 
Description Nuffield Foundation Research Placement Scheme and the In2Science Scheme 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact In2scienceUK is a national charity that provides young students with the support, skills and experience that are required to achieve their potential and progress to degrees and enter careers in Science, Technology, Engineering and Maths (STEM).

We hosted 5 students (aged 16-18 years) from local schools and sixth form colleges over a two-week period in our experimental laboratories from 25th July to 5th August 2022. Our activities were considered to be high quality and scientifically meaningful. We believe the event has provided young students an opportunity to gain experimental psychology experience in university laboratories and opened up the opportunities for potential future learners. On the other hand, it also provides an excellent opportunity for us to get involved in public engagement, develop our mentoring skills and share our passion for science with the public. The students' feedback has been outstanding and they were very vocal about how much they had enjoyed the experience.
Year(s) Of Engagement Activity 2022
URL https://in2scienceuk.org
 
Description Official Launch NWVC Group in Salford University 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact On Dec 12, Professor Simon Liversedge along with colleagues from Salford University, Edge Hill University, Liverpool Hope University and University of Central Lancashire, together launched the North West Visual Cognition group.  The group is formed by a number of colleagues across universities in the North West who have interests broadly in the area of human vision, cognition, visual cognition and eye movement research.  The group meetings are sponsored over the next two years by the British Psychological Society.  We will hold at least 4 seminars with leading international speakers (each seminar being a day long with multiple research presentations).  We will present work from the MCU project at these meetings and engage in discussion on a variety of matters associated with eye movements and reading (particularly in relation to the MCU Project).
Year(s) Of Engagement Activity 2019
 
Description Outreach article 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Schools
Results and Impact This article was produced by Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). For more information, teaching resources, and course and career guides, see www.futurumcareers.com
Year(s) Of Engagement Activity 2023
URL https://futurumcareers.com/what-do-eye-movements-tell-us-about-the-psychology-of-how-we-read-and-pro...
 
Description Psychonomic Meeting in Boston, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Professor Simon Liversedge, Drs Valerie Benson and Chuanli Zang attended the 63rd Annual Meeting of the Psychonomic Society from November 17-20 2022 in Boston, USA. Liversedge was invited to speak at the 2022 Psychonomic Society Leading Edge Workshop on EEG and eye movement co-registration, and the title was "Effects of stimuli quality and word frequency during sentence reading". He also present a talk based on the MCU project, titled "Foveal and parafoveal processing of Chinese four-character idioms and phrases in reading". Zang present a poster including six experiments based on the MCU project, titled " Parafoveal processing in Chinese reading: Further evidence for the Multi-Constituent Unit (MCU) Hypothesis ". The presentations attracted a significant amount of interest and provoked multiple discussions concerning how words are processing in spaced and unspaced text during reading. The issue of MCU processing was considered in detail.
Year(s) Of Engagement Activity 2022
URL https://www.psychonomic.org/page/2022AnnualMeeting
 
Description Psychonomic Meeting in Montreal, Canada 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Professor Simon Liversedge, Dr Valerie Benson, Chuanli Zang, Federica Degno and Mengsi Wang attended the 60th Annual Meeting of the Psychonomic Society from November 14-17 2019 in Montreal, Canada. Liversedge present a talk titled "Examining Semantic Preview Effects Using a Stroop Boundary Paradigm".  Zang present a poster including four experiments based on the MCU project, titled "Parafoveal Processing in Chinese Reading: Evidence for the Multi-Constituent Unit (Mcu) Hypothesis". The presentations attracted a significant amount of interest and provoked multiple discussions concerning how words are processing in spaced and unspaced text during reading. The issue of MCU processing was considered in detail.
Year(s) Of Engagement Activity 2019
 
Description Research Seminar in Edge Hill University 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Professor Simon Liversedge was invited to give a talk titled "Does lexical processing occur serially or in parallel in reading?" at the Edge Hill University. He presented all the experiments that have been conducted for the project. The talk resulted in many questions from the audience and an extensive set of discussions.
Year(s) Of Engagement Activity 2019
 
Description Research Seminar in Luleå University of Technology, Sweden 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Professor Simon Liversedge was invited to give a seminar talk titled "Does lexical processing occur serially or in parallel in reading?" at the Luleå University of Technology, Sweden. He presented experiments that have been conducted in the MCU project. The talk resulted in many interesting questions from the audience and an extensive set of discussions.
Year(s) Of Engagement Activity 2021
URL https://www.readmcu.org/activities
 
Description Research Seminar in University of Central Lancashire 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact At 3pm UK time, Wednesday 23rd March, we invited Professor Jukka Hyönä and Timo Heikkilä from the University of Turku in Finland to present online seminar talks for our PCN group. Jukka and Timo are undertaking some cutting-edge research in the context of reading using eye-movements. These talks were very interesting and related to our current project.
Year(s) Of Engagement Activity 2022
URL https://www.readmcu.org/activities
 
Description Research Seminar in University of Central Lancashire 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Professor Monica Castelhano from Queen's University, Canada, who is a Leverhulme Trust Visiting Professor at UCLan, were invited to give us a seminar talk on eye movements and scene perception. There were many questions from the audience and an extensive set of discussions.
Year(s) Of Engagement Activity 2022
 
Description Research Seminar in University of Central Lancashire 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Dr Adam Parker (University of Oxford) and Dr Martin Vasilev (Bournemouth University) were invited to give us seminar talks at UCLan. Dr Parker's title was Effects of reading and spelling ability on return-sweep behaviour, and Dr Vasilev's title was Return-sweeps and oculomotor targeting during reading. The talks are related to the project and there were many questions from the audience and an extensive set of discussions.
Year(s) Of Engagement Activity 2020
URL https://www.readmcu.org/activities
 
Description Research Seminar in University of Central Lancashire 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Professor Simon Liversedge was invited to give a talk titled "The importance of the positional probability of word final but not word initial characters for word segmentation and identification in children and adults' natural Chinese reading". There were more than 20 colleagues and students attending this meeting. We had excellent discussions about issues associated with Chinese words, word segmentation and MCU hypothesis.
Year(s) Of Engagement Activity 2021
URL https://www.readmcu.org/activities
 
Description Research Seminar in University of Central Lancashire 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Dr Kayleigh Warrington (Nottingham Trent University) was invited to give a presentation titled "A Beginners Guide to Bayes Factor Analysis". In recent years, Bayesian methods have become an increasingly common sight in psycholinguistics research papers. However, understanding and interpreting these statistics can be a confusing and intimidating process. Dr Warrington provided a simple introduction to Bayes factors, a tool that has been described as "an accessible bridge to Bayesian inference". The talk received increased interest in how to do this analysis.
Year(s) Of Engagement Activity 2021
URL https://www.readmcu.org/activities
 
Description Research Seminar in University of Central Lancashire 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Professor Xingshan Li (Chinese Academy of Sciences, Beijing, China) was invited to give a talk titled "How Chinese readers segment incremental words?". Following, Professor Simon P. Liversedge (University of Central Lancashire) gave a presentation titled "Word segmentation and identification during Chinese reading: Testing the MCU Hypothesis". These talks were directly related to the grant. There were more than 50 colleagues and students attending this meeting. We had excellent discussions about issues associated with Chinese words, phrases, word segmentation and MCU hypothesis.
Year(s) Of Engagement Activity 2021
URL https://www.readmcu.org/activities
 
Description Research Seminar in University of Central Lancashire 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Dr Bo Yao from Lancaster University were invited to give us a seminar talk at UCLan. His title was How does inner speech work and why do we care? The talk was very interesting and related to the project. There were many questions from the audience and an extensive set of discussions.
Year(s) Of Engagement Activity 2023
 
Description Research seminar in University of Central Lancashire 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Dr Chuanli Zang presented a seminar talk to explain to colleagues how to calculate effect sizes and undertake power analyses. Calculating effect sizes and power analyses are important for research projects, however, the process is sometimes confusing for researchers, especially for those working in the field of psycholinguistics as such studies employ a sample of stimuli (for example, words or sentences) and a sample of participants, a design characteristic that is not covered by most power formulae such as G-power. Dr Zang provided a comprehensive tutorial to assist in understanding and conducting power analyses and effect sizes in t-test, ANOVAs and Mixed Effects Models. She also introduced some recent software packages that can be used for these calculations. The talk received lots of good feedback and increased interest in the topic.
Year(s) Of Engagement Activity 2021
URL https://www.readmcu.org/activities
 
Description Workshop on Complex Image Processing 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact A one and a half day Workshop on Complex Image Processing took place in Room EIC 315 of the Engineering and Innovation Centre at the University of Central Lancashire on the 17th February and the morning of the 18th of February 2022. Invited speakers delivered presentations of relevant work and engaged in discussions with audience attendees. The Workshop provided an opportunity for individuals with interests in complex image processing to share information about their work, learn about the work of others, and engage in focused discussion of theoretical, empirical and translational matters pertaining to how complex images are processed.
Of particular interest was work investigating how machine based, deep learning might be used to Chinese word and MCU segmentation during reading. The workshop provided potential collaborations, funding opportunities and applications, as well as how collaborative working might provide increased opportunities into the future.
Year(s) Of Engagement Activity 2022
URL https://www.readmcu.org/activities
 
Description Workshops on Eye-tracking in Processing Dynamic Scenes 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact On the 12th and 13th December 2022, Professor Monica Castelhano from Queen's University, Canada, who is a Leverhulme Trust Visiting Professor at UCLan, delivered two workshops on the use of eye tracking in relation to dynamic scene stimuli. The Workshop 1 concerned how to set up dynamic stimuli using the SR Research Eyelink trackers to allow for data acquisition and Workshop 2 detailed how to analyse dynamic data. These workshops were very valuable to anyone who might consider using dynamic stimuli and eyetracking in their research.
Year(s) Of Engagement Activity 2022