Book

Systematically Working with Multimodal Data: Research Methods in Multimodal Discourse Analysis.

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Abstract

A guide that offers a step-by-step process to data-driven qualitative multimodal discourse analysis Systematically Working with Multimodal Data is a hands-on guide that is theoretically grounded and offers a step-by-step process to clearly show how to do a data-driven qualitative Multimodal Discourse Analysis (MDA). This full-color introductory textbook is filled with helpful definitions, notes, discussion points and tasks. With illustrative research examples from YouTube, an Experimental and a Video Ethnographic Study, the text offers many examples of how to deal with small to large amounts of data, including information on how to transcribe video data multimodally, including online videos, and how to analyze the data. This textbook contains ample theory, directions for literature, and a teaching guide to help with a clear understanding of how to work with multimodal data. Contains new research data, exceptional illustrations and diagrams Offers step-by-step processes of working through examples, transcriptions and online videos Goes into great depth so that students can use the book as hands-on material to engage with their own data analysis Designed to be easy-to-use with color-coded definitions, tasks, discussion points and notes Written for advanced undergraduate, graduate and PhD level students, as well as participants in research workshops, Systematically Working with Multimodal Data is an authoritative guide to understanding data-driven qualitative Multimodal Discourse Analysis.
... This chapter examines miscommunication and the interactive nonalignment of an intercultural team working on a task via video conferencing technology using English. We utilize multimodal (inter)action analysis (Norris 2004(Norris , 2011(Norris , 2019(Norris , 2020 as our theoretical and methodological framework to shed new light on how participants appear to co-construct common ground, while they in fact do not achieve conceptual convergence. ...
... We utilize multimodal (inter)action analysis (Norris 2004(Norris , 2011(Norris , 2019(Norris , 2020 as our theoretical and methodological framework to shed new light on how participants appear to co-construct common ground, while they in fact do not achieve conceptual convergence because they each produce their own higher-level actions, drawing on different social practices as they go about the task in different ways. Multimodal (inter)action analysis is a theoretical and methodological framework that allows the analysis of human actions and interactions in their vast complexity. ...
... In this chapter, we use multimodal transcription conventions (Norris 2004(Norris , 2011(Norris , 2019(Norris , 2020. Full transcripts show the lower-level actions that individuals perform. ...
Chapter
This chapter examines miscommunication and the interactive nonalignment of an intercultural team working on a task via videoconferencing technology using English. We utilize Multimodal (Inter)action Analysis (Norris, 2004, 2011, 2019, 2020) as our theoretical and methodological framework to shed new light on how participants appear to co-construct common ground, while they in fact do not achieve conceptual convergence.
... This paper thus presents a unique comparison between the actual communication during the game versus the live broadcasted commentary later that night, applying both Conversation Analysis (Sacks 1992; Ten Have 2004) and Multimodal (Inter)action Analysis (Norris 2004(Norris , 2019. It uncovers the structured sequentiality of talk, such as requests and compliances within the team communication and the commentary itself, and highlights synthetic and parallel actions within the complex technical workplace settings. ...
... She includes the above-mentioned non-verbal modes for analysis, and takes videography as the basis for her transcription system on which she lays language. Multimodal (Inter)action Analysis is the second methodological framework used for the present study, as it enables an analysis of modes beyond language such as gaze, posture, proximity as the focus of the transcription (Norris 2004(Norris , 2019. Also, modes work together and they represent different levels of materiality, and in this sense the multiactivity in a workplace setting can be captured more accurately (Norris 2019). ...
... Multimodal (Inter)action Analysis is the second methodological framework used for the present study, as it enables an analysis of modes beyond language such as gaze, posture, proximity as the focus of the transcription (Norris 2004(Norris , 2019. Also, modes work together and they represent different levels of materiality, and in this sense the multiactivity in a workplace setting can be captured more accurately (Norris 2019). ...
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This paper discusses the linguistic features of the production of football commentary within its macrosocial contexts. It contrasts the communication of the TV production team during a football game with the live football commentary aired on TV. Applying a mixed methods analysis, it reveals how football commentary is prepared and produced in the technical setting of the commentator’s booth in a stadium. This study reveals how a medial reality of the same events concerning a goal are broadcasted in the 11 min highlight video football commentary. The author and her co-principal investigator video recorded a total of 36 h in four work settings. Finally, retrospective interviews with the commentator and head of sports of the TV station place the study in the broader social context of football as a media production. In this paper, I show how live football reporting is prepared and conducted using two different theoretical and methodological frameworks: Conversation Analysis (CA) and Multimodal (Inter)action Analysis (MMIA). Both provide insight into the synthetic verbal, non-verbal and parallel actions for the successful production of the football commentary and they also reveal the sequential structure of naturally occurring talk (CA).
... Our work is innovative and makes contributions to the fi eld in several ways. Firstly, our choice of qualitative analysis method to study online multimodal interactions, Multimodal (Inter)action Analysis (MIA) ( Norris, 2004( Norris, , 2019( Norris, , 2020, is novel particularly in Applied Linguistics. More specifi cally, in online language learning and teaching literature, several researchers (e.g., Balaman & Sert, 2017 ;Cappellini & Azaoui, 2017 ) have utilised Multimodal Conversation Analysis for a micro-analysis of the sequential organisation of talkin-interaction in multimodal computer-mediated pedagogical interactions. ...
... With MIA, we used the construct of a mode to examine interaction in its multimodal complexity and, in transcript production, we were guided by modal shifts in the LLAs performed. As Norris (2019 ) argues, this enables greater replicability in the practice of transcript production: should one researcher place a particular movement (e.g. a head movement) in one mode during transcription (head movement) but another researcher place the same movement in another mode (posture), the movement will be produced in both researchers' fi nal transcripts in the same manner because the movement (LLA) guides the transcript, with mode providing a theoretically-founded way to describe the action. The transcription of multimodal CALL data is time-consuming and often requires dividing annotation, transcription, and transcript production practices across several researchers ( Guichon, 2017 ). ...
... The measures implemented only related to the provision of lesson materials and learners and, thus, did not impede collection of naturally-occurring data with respect to freedom teachers had to adapt the material to suit their everyday teaching practices. No further interventions were imposed and participants were not guided to (inter)act in any specifi c way ( Norris, 2019 ). This book, Contributions, pedagogical refl ections, and future perspectives 145 thus, demonstrates the potential to examine variety in teacher practices in an exploratory fashion, while preserving an interest in naturally-occurring data. ...
... Multimodal (Inter)action Analysis (MIA) established and described by Norris (2004Norris ( , 2019Norris ( , 2020 constitutes the methodological framework of this study. MIA enables researchers to focus on a single actor's actions (in our case, the teacher) as well as the mediational qualities of these actions through multiple modes. ...
... MIA (Norris, 2004(Norris, , 2019(Norris, , 2020 is "a holistic analytical framework that understands the multiple modes in (inter)action as all together building one system of communication" ( Norris & Pirini, 2016 , p. 24). It considers interactions between social actors and other social actors, objects, or the environment as actions. ...
... In identifying the multimodal organisation of LLAs, our guiding principle was to discern "what is absolutely necessary to perform this very action and what is not," as well as modal density to determine the place of the HLAs within the social actors' attention/awareness ( Norris, 2019 , p. 246). The analytical tools of modal density, modal configurations, and the foreground-background continuum of attention/awareness ( Norris, 2019 ) were employed. ...
... Such videos often powerfully resonate with multilingual students' experiences, prompting the examination of social biases and "-isms" (i.e., linguicism, racism) existing in their lives. Our chapter includes a multimodal microanalysis (Norris, 2019) of one equity video introduced to Dulari in the classroom, which draws attention to the film's "interconnected semiotic" nature, revealing how technology-enhanced modes function within it to create potentially powerful resources for composing (Strauss et al., 2009, p. 190). ...
... Our constructed case study draws on multimodal analytic methods (Norris, 2019), and considers Dulari's critical writing practices in U4 as a "telling case" (Mitchell, 1984) of re-semiosis. Our purpose is to establish "theoretically valid connections" between the equity video Dulari watched and her subsequent resemiotization process. ...
... We began our multimodal analysis by selecting segments from the equity video, which Dulari had emphasized in her own writing samples for a finegrained microanalysis (see Norris, 2019). While the boundaries of what may qualify as a semiotic mode are limitless (i.e., music, images, color tones, lighting), our own analysis focused on Lyiscott's direct speech in combination with perspective shifts. ...
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In the era of rapidly advancing technology, multilingual writers’ semiotic landscapes are increasingly multimodal, such that semiotics other than the written and spoken word – images, lighting, movement – are implicated in their composing processes. While some multimodal scholarship focuses on the writer's process of converting traditional prose into multimodal forms, this chapter considers the multimodal pedagogical activities using technology that supported one South Asian writer in generating print-based prose and engaging in critical writing practices in the context of a university developmental English writing course in the Northeastern US. We consider the writer's interaction with an equity video introduced during class, which prompted her examination of linguistic hierarchization in India. The chapter features a multimodal analysis (Norris, 2019) of the video to deconstruct its interconnected semiotic nature and illuminate its potential resources for composing. Subsequently, our case analysis triangulates multiple data sources (writing samples, transcripts) which were generated with the focal learner (who participated in dissertation research by Author 1) to understand the “resemiotization” process which transpired through the learner's interactions with the video (Iedema, 2003). Ultimately, we offer a fine-grained perspective on multimodal idea development and a vision for multilingual pedagogies that integrate videos to support L2 writing development.
... However, while the definition of modal complexity is apparent, definitions of modal intensity are less clear and difficult to apply analytically. Norris (2004Norris ( , 2019 offers three strategies to identify a mode that is intense: (1) A mode that structures a higherlevel action is of high intensity. For example, the activities of people dancing while watching a band are structured by the mode of music. ...
... From this list and with reference to the video, actions wherein the tutor provided some form of guidance to the student were identified. Those that included lowerlevel actions produced with high modal intensity were selected using the same qualitative features applied for the study of mathematics lectures, and were then transcribed according to Norris (2004Norris ( , 2019. In brief, this process involves producing a transcript for each participant by capturing a screenshot of each change in lowerlevel action for each mode (e.g., gesture, gaze, posture). ...
... Even though these studies and others (e.g., Callow, 2020;Serafini, 2014) all point to the multimodal nature of reader responses, I have yet to find a study that explicitly considers the movements of teachers and/or children as they engage in reading nonfiction books. To understand this more, I employed a multimodal analysis (Norris, 2019) to examine the embodied teaching practices of an experienced teacher as she conducted read-alouds using nonfiction picture books. ...
... Twentyfour read-aloud videos were captured in total, but for the purposes of analysis, I selected recordings of nonfiction books with strong instances of the students' multimodal responses (14 in total). I conducted a multimodal analysis for each of the 14 interactive read-alouds (Norris, 2019). I began by documenting the low-level mediated actions of Mrs. Burnette and the students in the class. ...
Article
Few studies examine young children's multimodal responses to nonfiction picture books, and even fewer examine teaching practices that encourage these responses. This case study of a kindergarten class illustrates how one teacher regularly conducted interactive whole‐group read‐alouds using nonfiction picture books. After examining the multimodal teaching strategies employed by this teacher, the findings of this study highlight the social and physical nature of reading with young children. A discussion of this teacher's multimodal teaching practices suggests that understanding information from nonfiction picture books for young children requires readers to continually negotiate multiple modes of information over time and with the actions and opinions of those around them. Considerations for teachers reading nonfiction picture books are provided.
... Multimodal (inter)action analysis involves two phases of analysis: analysis of actions and analysis of modes. The analysis begins with identifications of different types of mediated actions: higher-, lower-, and frozen actions (Norris, 2004(Norris, , 2019. Higher-level actions are complex actions that have identifiable boundaries. ...
... The second phase of analysis in multimodal (inter)action analysis is to explore how modes accomplish higher-level actions in hierarchical and non-hierarchical ways (Norris, 2019). This is determined by analyzing modal intensity (i.e., the weight that a mode carries in a higher-level action) and modal complexity (i.e., the relationships between modes that rely on each other for meaning) (Norris, 2017). ...
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This study examines how English-as-lingua-franca (ELF) learners employ semiotic resources, including head movements, gestures, facial expression, body posture, and spatial juxtaposition, to negotiate for meaning in an immersive virtual reality (VR) environment. Ten ELF learners participated in a Taiwan-Spain VR virtual exchange project and completed two VR tasks on an immersive VR platform. Multiple datasets, including the recordings of VR sessions, pre-and post-task questionnaires, observation notes, and stimulated recall interviews, were analyzed quantitatively and qualitatively with triangulation. Built upon multimodal interaction analysis (Norris, 2004) and Varonis and Gass' (1985a) negotiation of meaning model, the findings indicate that ELF learners utilized different embodied semiotic resources in constructing and negotiating meaning at all primes to achieve effective communication in an immersive VR space. The avatar-mediated representations and semiotic modalities were shown to facilitate indication, comprehension, and explanation to signal and resolve non-understanding instances. The findings show that with space proxemics and object handling as the two distinct features of VR-supported environments, VR platforms transform learners' social interaction from plane to three-dimensional communication, and from verbal to embodied, which promotes embodied learning. VR thus serves as a powerful immersive interactive environment for ELF learners from distant locations to be engaged in situated languacultural practices that goes beyond physical space. Pedagogical implications are discussed.
... The methodological approach chosen for the analysis in this research is Multimodal (Inter)action Analysis (Norris 2004(Norris , 2019(Norris , 2020. This methodological framework gathers concepts from different theoretical approaches such as mediated discourse (Scollon 2001), studies of social interaction and social semiotics (Kress andvan Leeuwen 2001, 2020). ...
... Although people construct their identities through many different modes of interaction [18,50], this study focuses on the transcribed excerpts of spoken discourse. The students' interaction has been transcribed, translated from Swedish to English and adapted for readability and comprehension. ...
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This methodological article focuses on how to effectively map pre-service teachers’ use of discursive resources in professional identity production. By adopting a discourse analytical approach, this study views identity construction as a situational, real-time process occurring in interaction. The aim is to contribute knowledge about how to systematically map and analyze the resources that pre-service teachers use to construct their teacher identities during their education. Drawing on the framework of Mediated Discourse Analysis, this article presents a model that integrates two key concepts: discourse domains, which refer to the types of discourse commonly used in teacher education, and layers of discourse, which address societal levels in identity construction. The results suggest that using these concepts to map students’ use of discursive resources highlights how their knowledge of the teaching profession, their education and everyday experiences can be assets when constructing their teacher identities. While the model can be further refined and developed to better show the complexity of discursive resources in identity construction processes, it shows promise as a fruitful approach. By mapping and visualizing discursive resources through this model, this study offers valuable methodological insights into how to approach professional identity development among pre-service teachers.
... While traditional discourse analysis often falls short in capturing this complexity, as it overlooks the multimodal nature of human (inter)actions. MIA addresses this gap by enabling the analysis of both verbal and non-verbal actions, thereby providing a more comprehensive understanding of how identities are produced and negotiated in multimodal actions and interactions (Norris 2011(Norris , 2019. ...
Article
The journey from a novice to an established educator is fraught with challenges that significantly impact the development of a professional identity. This study examines the experiences of novice university English language teachers in China, focusing on Caroline, an early career teacher who navigates the challenge of navigating a high power culture and integrating into established teaching communities. Employing Multimodal (Inter)action Analysis (MIA), this research offers a nuanced examination of the interplay between Caroline’s imagined and practiced identities. The findings reveal the complexities of her identity formation, highlighting struggles with exclusion, resistance from senior colleagues, and the reconciliation of her aspirations with professional realities. The study advocates for a comprehensive approach to teacher training and support, emphasizing the need for emotional resilience, personal growth, and the integration of theory with practice. It suggests targeted mentorship, the creation of supportive ecosystems, and the adaptation of educational policies to better prepare novice educators for the multifaceted challenges of the teaching profession. This case study contributes to the global discourse on teacher identity formation, offering insights that can inform the development of more effective support structures for novice teachers, thus enhancing the quality of education.
... I approached this limitation by accounting for more evidence to support my interpretations, by taking a multimodal approach to communication. This entails seeing communication as occurring in and through more than one modality, systematically including nonverbal elements of communication during analysis (Norris, 2019). Teaching has indeed been described as a multimodal orchestration (Bourne & Jewitt, 2003), making an embodied view of communication important when researching teaching. ...
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This article investigates the roles of the terms agreement and disagreement in teachers’ talk in Norwegian Grades 1-4 classrooms. Through an exploration of what teachers said and did when they used these terms, five different themes were identified in the teachers’ talk. The teachers tended to use the terms in relation to the process of discussion, the outcome of these discussions, and nuancing the idea of the nature of this outcome; as a function in conversation; and how agreement and disagreement are valuable in different ways. The key finding across these themes and patterns was that the lessons tended to be oriented toward consensus. This is problematized in relation to exploration and elaboration of perspectives, which is crucial for deliberation.
... The meme's text labels vary chronically in response to sociopolitical change and they are completely independent conceptual relations concernced with situations during the pandemic. Abstract concepts such as Covid variants or the media are personified and visualized with human facial expressions and body alignments (Norris 2019), which index the human emotions of neglect, attention and jealousy. As Covid-19 developed Delta and Omicron variants and as people shifted their attention to constantly changing social conditions and circumstances, the meme's canvas remained similar as its text labels changed. ...
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Digital humor expressed through memes plays a vital role in facilitating social interaction in online environments. This paper reports on age and gender-related differences in multimodal digital meme humor from users aged 14 to 93. Its aim is to investigate how visual and textual elements, psychological humor types and digital humor types vary among smartphone users of different age and gender groups. The multimodal corpus was compiled from memes that were shared by 250 BA English and senior citizen students at a German university and their relatives and friends. The memes were annotated with the Covid-19 topic (e.g. lockdown, mask requirement, vaccination) and the sources of visual origin (e.g. cartoon characters, animals, politicians). Also, a previously non-multimodal psychological humor framework (Martin, Rod A., Patricia Puhlik-Doris, Gwen Larsen, Jeanette Gray & Kelly Weir. 2003. Individual differences in uses of humor and their relation to psychological well-being: Development of the Humor Styles Questionnaire. Journal of Research in Personality 37(1) 48-75) was applied to the memes. To determine the linguistic multimodal digital humor types, Vásquez, C. 2019. Language, creativity and humour online. London). Terminology was employed for annotation. The statistical analysis reveals only slight gender differences concerning all variables. Significant differences were found concerning both multimodal humor frameworks, language usage, canvas and humor themes across all age groups. The interconnectedness of the codes is captured in a qualitative analysis of select memes to underscore the semiotic dynamics of multimodal humor.
... It is here that the work carried out within the field of multimodal analysis in the past thirty years comes to the rescue (Stöckl 2024). Whether from a social semiotic perspective (Kress and van Leeuwen 2021), an analytically and empirically driven perspective (Bateman et al. 2017), or an interactional perspective (Norris 2019), to name three prominent paradigms, multimodality research accounts for the not negligible and often significant part paraverbal and nonverbal means of communication play in expressing arguments and realizing argumentative discourses. The paraverbal includes, for instance, voice qualities, intonation/pausing, co-speech gestures or typography and layout etc., whereas the nonverbal subsumes, for example, image, sound (music and noise) or facial expressions etc. Multimodality research thus provides frameworks and methods for studies in multimodal meaning-making, which rhetoric and argumentation scholars simply cannot ignore in their efforts to model multimodal argumentation. ...
... According to the multi-perspectival outreach of our approach (Blasch, 2021), we combine quantitative and qualitative procedures. The basis for the quantitative analytic account is, in large parts, qualitative coding with the codebook developed in a data-driven ethos (see Norris, 2019) and an abductive-cyclical procedure: ...
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In this article, we investigate (partly guided) conceptualisations of "peace" (and "war") in children's school drawings and their accompanying textual framings. We draw on a transdisciplinary framework grounded in ethnography and metapragmatics, combining tools from socio-pragmatic (critical) approaches to multimodal discourse. Our data consists of authentically generated, photographed image-text worksheets that were publicly displayed on the fence of a primary school in a small town in Northern Italy in April 2022. Combining qualitative and quantitative analytical procedures, the (textual and multimodal) conceptualisations range from peace as a very concrete mode of secure-relaxed experience of basic relationships, of home and togetherness, and of self, to peace as care and unity on a more (global-)political scale. Contrary to ideologies on children's drawings as naïve-unmediated "windows" to inner states, our analysis shows how the trans-/locally re-/produced repertoire(s) of multimodal frozen mediated actions (including emblematic patterns such as emojis, peace-flags, comics-speech bubbles, etc.) are deployed ranging from realistic scenes to abstract and complex visual designs. Thereby, children show themselves as literate and often humorous-creative practitioners of visual communication.
... Utifrån det totala filmmaterialet skapades initialt en översikt med teman och tillhörande stillbilder. Från översikten skapades tematiska multimodala transkriptioner, det vill säga transkript där bild, text och samtalsanalytiska konventioner samspelar (Broth & Keevallik, 2020;Norris, 2019). Skapandet av transkripten är en filtreringsprocess (Ochs, 1979, s. 44) där ögonblick väljs ut som representationer för skeendet (Duranti, 2006, s. 309). ...
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Multimodal kommunikation kring estetiska aspekter i ett slöjduppdrags idéutvecklingsfas är fokus i den här artikeln. Kommunikativa aspekter vid undervisning i slöjd har tidigare undersökts ur olika perspektiv: hur läraren förmedlar hantverkskunskaper och att elever lär av varandra. Även materialets roll i skapande processer har varit av intresse: hur materialet inspirerar, samarbetar eller ger motstånd i hantverks­processer. Empirin som ligger till grund för artikeln kommer från en videodokumenterad forskningslektion i slöjd med 8 ̶ 9 år gamla elever. Intresset riktas mot hur lärarens inledande undervisning, materialet, rummet och elevernas estetiska erfarenheter bidrar i idéutvecklingen. I analysen används begreppet collaborative imagining, att före­ställ­nings­förmåga är en gemensam resurs för kommunikation vid utveckling av idéer. Vi kunde se att föreställningsförmåga gav eleverna både imagi­nära och konkreta kommunikativa resurser i idéut­veck­lingen. Resultatet visar att eleverna använde föreställningsförmåga kollabo­rativt när de i samarbete utvecklade idéer i handling genom samspel med materialet och med inspiration från egna och gemensamma estetiska erfarenheter. Keywords: slöjd, idéutveckling, embodied learning, kollaborativ föreställningsförmåga, estetiska erfarenheter, multimodal transkription
... Methodologies often involve integrating video, audio, sensor, and survey data, yet these studies commonly report inconsistent data quality, ethical concerns, and difficulties in cross-modal analysis. Results indicate that while there is recognition of the importance of data governance, few have outlined comprehensive frameworks tailored to the specific challenges of multimodal data [19,20]. Limitations include a lack of clear guidelines for ethical data use, standardization across modalities, and efficient data processing pipelines. ...
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In the digital era, multimodal behavioral research has emerged as a pivotal discipline, integrating diverse data sources to comprehensively understand human behavior. This paper defines and distinguishes data governance from mere data management within this context, highlighting its centrality in assuring data quality, ethical handling, and participant protection. Through a meticulous review of the literature and empirical experience, we identify key implementation strategies and elucidate the benefits and risks of data governance frameworks in multimodal research. A demonstrative case study illustrates the practical applications and challenges, revealing enhanced data reliability and research integrity as tangible outcomes. Our findings underscore the critical need for robust data governance, pointing to future advancements in the field, including the development of adaptive governance frameworks, innovative big data analytics solutions, and user-friendly tools. These enhancements are poised to amplify the utility of multimodal data, propelling behavioral science forward.
... After multimodal discourse analysis was initially put forward (Kress and van Leeuwen 1996;O'Halloran 1999), a fundamental issue is to reconsider the statuses of different modalities as the semogenic resources in meaning-making processes. The default condition is that all modalities have an equal stance in making meanings to produce discourses in context (Kress 2010;Norris 2019). This viewpoint was coined "modal democracy" (Krug and Frenk 2006), which meant the "democratic stance that all modalities are equal" (Page 2010: 4). ...
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This article presents a fresh perspective on the interplay among visual, verbal, and auditory modalities, positing that these modalities, as semogenic resources, compete to express dynamic meanings. The theoretical paradigm emphasizes that whether a modality or an element within a modality gets or loses semantic status, it will elicit an additional layer of social meaning to depict a comprehensive picture of a story together with an explicit semiotic meaning. The article adopts a qualitative method to analyze the data, which are drawn from The Good Wife and My Roommate is a Gumiho and annotated in ELAN 6.3. It was found that modal competition can shed light on the dynamic meaning-making processes in semiotic and societal orientations. Modal competition may distort space and time of different stories, and reconstruct a different discursive spatio-temporal dimension in the TV world. It can diversify the dynamic orientations from New to Given in visual, verbal, and auditory texts of multimodal discourses to tell stories. Modal competition provides a lens to understand the multidimensional reality and to appreciate the aesthetics of a modern TV series.
... The concept of multimodal (inter)action analysis as a framework was initially introduced by Norris (2004Norris ( , 2011Norris ( , 2019. It refers to "a holistic analytical framework that understands the multiple modes in (inter)action as all together building one system of communication" (Norris & Pirini, 2016, p. 24). ...
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Technological advancement has enabled language learners to employ verbal and nonverbal cues in computer-mediated communication (CMC). These cues can support language use for learners wishing to communicate more effectively in English. Interactive alignment is one phenomenon that shows how humans tend to collaborate in their language use by adapting, priming, and reusing verbal and nonverbal cues to achieve mutual understanding. Informed by a sociocognitive framework, this study explored and documented English language learners' multimodal interactive alignment during their CMC task engagement through Instagram. We collected data from 30 first-year Indonesian business school learners who participated in seven online CMC tasks using Instagram chat features: text chat, voice chat, and video chat. To examine various interactive alignments (e.g., how interlocutors adapt, prime, and reuse verbal and nonverbal cues to achieve mutual understanding) that occurred during multimodal task communication, we employed multimodal (inter)action analysis. Findings revealed that learners adapted and reused various nonverbal features (e.g., emojis, GIFs, facial expressions, gestures) and verbal cues (e.g., expression, lexical) to convey and comprehend meaning during CMC task completion. Caveats about using various nonverbal alignment patterns for supporting better English online communication were also noted. The study highlights how language learners use the full repertoire of semiotic resources in CMC to maximize their online language learning.
... They can also be connected to larger academic discourses on the connection between micro and macro discourses and actions as argued by the Scollon and Scollon (2004), Ron Scollon and Scollon (2004), and by Jan Blommaert's work on chronotopes from 2017 until 2019 (Blommaert 2015a(Blommaert , 2015b(Blommaert , 2018a(Blommaert , 2018b(Blommaert , 2018c(Blommaert , 2018dBlommaert and De Fina 2015;Blommaert and Maly 2019). Finally, this may then make us wonder about the relation of macrosemantics and macro-acts with discussions on lower and higher-level acts or actions as presented by Jay Lemke (2000) and Sigrid Norris (2004, 2019) (see also Al Zidjay 2019). ...
... This was done through the development of a carefully designed annotation approach and with the help of trained students. The texts in the corpus can be considered as collections of language and communication in context and can be considered suitable for corpus-based multimodal discourse analysis(O'Halloran 2011, Norris 2019, Baldry & Kantz 2022 ...
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This article presents a preliminary analysis of a corpus of texts relating to the 2022 Australian Tennis Open using a multimodal appraisal framework. The study utilises quantitative and qualitative content analysis to examine media reports, official statements, and public reactions to the incident, which centred around Novak Djokovic's vaccination status. The analysis focusses on assessing how evaluative language contributes to community-building and identifies the underlying values, beliefs, and evaluations that shape stakeholders' emotional, cognitive, and behavioural responses.The appraisal framework, encompassing attitude, engagement, and graduation, serves as a comprehensive tool for categorising resources that express evaluation. Furthermore, the article delves into the application of appraisal analysis within the context of multimodal and online discourse, encompassing various platforms such as newspapers, television, radio, YouTube, Twitter, Instagram, blogs, official political statements, and court rulings. By examining these diverse media, the study seeks to investigate the dynamic discourse interplay surrounding the 2022 Australian Open, highlighting the pivotal role of evaluative communication in fostering alignment among readers through shared values and attitudes.The preliminary findings suggest that access to greater semiotic recourses increases consensus. The gains from using this interpretative framework are an asset, facilitating the coding of a large data set and attending the different manifestations of discourses around the player’s participation. As discourse continues to shape societal narratives, this multimodal appraisal investigation contributes to our understanding of the complex dynamics inherent in discourse construction and the influence of evaluative language in shaping collective perception.
... This definition of modality is more relevant to our study. This is illustrated by the way our human brain receives information from the world and processes it into an understanding of a scenario [29]. In detail, we perceive the world through our five senses (sight, hearing, taste, smell and touch). ...
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Prognostics and health management (PHM) is a crucial enabler to reduce maintenance costs and enhance the availability and reliability of manufacturing systems. In the context of Industry 4.0, these systems become more complex and can be monitored by different types of sensors. The quality and completeness of data are crucial factors for the success of any PHM task in this paradigm. Here, we investigate the possibility of exploiting additional data sources in manufacturing besides monitoring sensors, e.g. production line cameras or maintenance reports. We first present the terminologies of multimodal learning and the potential it holds for industrial PHM. We then further explore the development and notable works in this field applied to other domains, look at the relevant works in PHM, and finally present a case study to demonstrate how multimodal learning can be performed to improve PHM processes.KeywordsMultimodal dataMultimodal learningPrognostics and health managementDeep learning
... Multimodal discourse analysis suggests that language and images are interrelated systems of meaning that communicate ideational meaning, interpersonal meaning, and textual meaning (O'Halloran et al. 2018: 460). Norris (2019) notes that much research into multimodality has examined texts or images or the interplay between both texts and images in the production, transmission, and reception of meaning. Interest in music, semiotic modes such as color, and the online dimension are growing, and this case study of the BBC Radio platform is intended to contribute to this. ...
... This was due to a greater number of modal shifts performed in a shorter time. Here, in addition to Norris's (2009Norris's ( , 2019 identification of modal density (achieved through modal intensity or complexity), we propose that modal density can also be achieved through brisk modal shifts. 4 Teachers' own perspectives, as represented in the interviews, corroborated the observations above. ...
... After collecting and organizing the data, I conducted a multimodal (inter)action analysis to identify how children were communicating with one another in a variety of ways and how these communications shaped their responses and understandings of the world. Norris (2019) established an "interdisciplinary approach that has been developed specifically for the analysis of multimodal action and interaction" (p. 2). ...
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Traditionally, literacy in elementary classrooms has been defined as reading, writing, and talk. Literature responses for assessment purposes, then, are often limited to what children say, draw, or write after experiencing a text. Although some work examining students’ dramatic responses to literature has been explored by literacy scholars, few studies have examined spontaneous moments of literacy learning that occur. This chapter examines the physical ways early elementary students respond to course content and provides examples of movement being an integral component of the meaning making process in whole group, small group, and individual settings. These examples illuminate the physical, embodied nature of literacy learning and provide alternative considerations for assessing student’s literacy development, especially in areas of vocabulary development, writing, and comprehension. These examples demonstrate the need for a reconceptualization of what counts as literacy in the elementary classroom and highlights the numerous ways students respond to texts that are often overlooked, ignored, or in some cases, discouraged in traditional classrooms. Instructional strategies that encourage alternative responses in the elementary classroom are offered, including a checklist to assist elementary teachers to consider the physical and embodied responses of students as a form of assessment in their classrooms.KeywordsLiteracyMultimodalityReader responsePicturebooks
... Pedagogical communication as subject to multimodal discourse analysis has become increasingly popular during the last decade (Firmansyah, 2018). Another trend refers to the research activities and their outcomes dissemination where visual and verbal tools serve to systematise knowledge (Norris, 2019), to specify the state of affairs in a particular area, for instance, financial issues (Höllerer et al., 2018), regional politics (Cvetkovic & Pantic, 2018). ...
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... This multisite case study (Yin, 2018) of two early childhood teachers and their classes used a qualitative, multimodal design (Norris, 2019) including educator interviews at the beginning and end of the year as well as fortnightly researcher visits to the class, which were audio recorded and later transcribed. On completion of the year of visits and interviews, data were analysed. ...
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... According to this integrated logic, disability could be re-assembled as the materialization of the social into the local order of the senses, the body and the surrounding materiality (Schillmeier, 2007); 3) Finally, the analysis employed the concept of "voices" as this is appropriated within mediated discourse research (Blommaert, 2005;Scollon & Scollon, 2004) to capture the dialogical activity of the activist which occurs within a profound heteroglossic context. The hybrid multimodal model described is mainly borrowed from multimodal discourse analysis (MMDA) (Kress, 2001) and also multimodal analysis of (inter)action as this is outlined by Norris (2004Norris ( , 2019. The central analytic interest Finally, the analysis was also permeated by the notion of nexus, which allows for an integrated attention into the micro and the macro-level of discourse (Scollon & Scollon, 2003). ...
... All communication modes were also used in the analysis which poses certain risks, something which might amplify the element of interpretation. There are, however, methods to analyse non-verbal communication modes, 39 which we used when further analysing three of the interviews, confirming of the themes described in this paper. 40 ...
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