{"title":"Narrative trajectory in identity and subjectivity research in applied linguistics","authors":"Steven Yeung","doi":"10.1016/j.rmal.2025.100189","DOIUrl":"10.1016/j.rmal.2025.100189","url":null,"abstract":"<div><div>Studying the trajectory of a social actor has attracted the attention of applied linguists. The construct of trajectory connects one's biographical histories, situated practices and experiences and their ensuing consequences vis-à-vis wider social, cultural, political and economic spaces. Trajectory contributes to identity and subjectivity research by allowing for the examination of evolving identities and subjectivities over time, thereby shedding light on the process of becoming. In identity and subjectivity research, stance is often used as a heuristic. However, stance only captures identity and subjectivity at a particular point in time; it does not help to trace identity trajectories that take place across timescales and events. This paper therefore introduces the idea of <em>narrative trajectory</em> as an analytical approach, drawing on sociolinguistic and linguistic anthropological work on stancetaking, chronotope and interdiscursivity. Social actors take stances through narrated events and narrating events, which can form narrated and narrating trajectories respectively if interdiscursive links between events can be traced. The tracing of such links can be accomplished by attending to various types of signs, models or social positions and relevant spatial-temporal configurations (chronotopes) across multiple narrated and narrating trajectories. Taken together, this multiplicity of trajectories forms an overall narrative trajectory. This paper discusses the tracing of a narrative trajectory with an ethnographic case study of an English learner in Hong Kong. The concept was applied to show how her identity as a struggling learner emerged and evolved across time and space. Recommendations for identity and subjectivity research in applied linguistics are also provided.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100189"},"PeriodicalIF":0.0,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143549577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Modeling rater judgments of interpreting quality: Ordinal logistic regression using neural-based evaluation metrics, acoustic fluency measures, and computational linguistic indices","authors":"Chao Han , Xiaolei Lu , Shirong Chen","doi":"10.1016/j.rmal.2025.100194","DOIUrl":"10.1016/j.rmal.2025.100194","url":null,"abstract":"<div><div>Human raters remain central to interpreting quality assessment (IQA); however, recent years have witnessed a growing body of research exploring automatic assessment. These studies have used machine translation evaluation metrics, acoustic fluency measures, and computational linguistic indices as separate approaches to model rater judgments of interpreting quality. Nonetheless, limited research has integrated these three types of measures within a single framework. To address this gap, this exploratory and proof-of-concept study adopts an integrative approach, combining these three types of measures to model rater judgments of interpreting quality as a classification problem. Using a dataset of 161 Chinese-to-English interpretations, we applied ordinal logistic regression analysis to identify significant predictors across fidelity, fluency, and linguistic dimensions. The analyses yielded two sets of significant predictors, including (a) COMET-22, mean length of unfilled pauses, mean length of run, and mean word length, and (b) BLEURT-20, phonation time ratio, speech rate, mean word length, type-token ratio for content words, type-token ratio for all words, and mean word frequency for content words. These models performed well on the testing dataset, particularly for classifying interpretations into four bands of overall interpreting quality (e.g., accuracy = .643, 1-off accuracy = .805), based on the Rasch-calibrated scores from human evaluation. These findings suggest that this integrated approach may enhance the precision and scalability of IQA and has the potential to reduce logistical burdens in large-scale professional interpreter certification exams and language proficiency tests.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100194"},"PeriodicalIF":0.0,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143549576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Fuzzy-set qualitative comparative analysis (fsQCA) in second language acquisition: An applied example of writing engagement","authors":"Jialing Sun, Yanyan Wang","doi":"10.1016/j.rmal.2025.100193","DOIUrl":"10.1016/j.rmal.2025.100193","url":null,"abstract":"<div><div>Fuzzy-set qualitative comparative analysis (fsQCA) has great potential in second language acquisition research but remains underutilized, partly due to its complex theory and limited guidance on practical application. This paper fills this gap by providing a comprehensive introduction to this method, demonstrating its value in uncovering nonlinear, asymmetric causal patterns that are often overlooked by traditional methods. Through an empirical example of writing engagement in SLA, the paper walks through the practical steps of using fsQCA, including conditions selection and model construction, data calibration, necessary condition test, configurational analysis, and presentation and explanation of solutions. FsQCA results revealed how distinct configurations of writing emotions, including hope, enjoyment, anxiety and boredom, affect students’ writing engagement. The paper concludes by discussing the prospects of fsQCA in educational research, including its potential integration with other methods, its adaptability to longitudinal research, and its capacity to model mediation and moderation effects. This work provides a valuable guide for researchers seeking to apply fsQCA to explore the complexities of educational phenomena, especially in the context of SLA.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100193"},"PeriodicalIF":0.0,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143549575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"How long is long? Multiperspective qualitative longitudinal research to capture holistic learning experiences","authors":"Christopher Shepard, Heath Rose","doi":"10.1016/j.rmal.2025.100192","DOIUrl":"10.1016/j.rmal.2025.100192","url":null,"abstract":"<div><div>Temporality plays a crucial role in education, as learners often engage in formal learning over several years, progressing through various educational stages. However, much of applied linguistics research tends to reduce learning to isolated moments, which are then used to describe an overall developmental process. While longitudinal studies attempt to capture development over time, they often present fragmented snapshots, leaving significant gaps between timepoints. This paper critiques such studies, suggesting that labeling them as ‘longitudinal’ can obscure their failure to fully capture the ongoing temporal nature of learning. Qualitative longitudinal research offers a solution to this limitation by establishing a framework in which the changing effects of time can be better understood. This paper advocates for strengthening this approach by integrating multiperspective research, which involves gathering insights from multiple viewpoints during study design, data collection, and analysis. To illustrate this research approach, data from a study on English-medium instruction (EMI) in Hong Kong is presented. In this study, 26 undergraduate students were tracked throughout their four-year degree programs, supplemented with insights from 20 EMI lecturers and 20 English-language instructors, who offer a broader, more nuanced view of the students' learning experiences and temporal shifts. Together, these perspectives provide insight into temporal changes within broader time frames and reveal students’ overall undergraduate journey as they acclimate (and at times do not acclimate) to the various challenges associated with learning through the medium of English.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100192"},"PeriodicalIF":0.0,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143510278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Putting subjectivity in time: Qualitatively examining multilingual identity development via a Q-inspired longitudinal design","authors":"Xinran Wu , Nicola Morea","doi":"10.1016/j.rmal.2025.100188","DOIUrl":"10.1016/j.rmal.2025.100188","url":null,"abstract":"<div><div>The dynamic turn of Applied Linguistics accentuates changes and evolvement, which requires appropriate study designs and methods with a temporal focus to accommodate the complexity in those on-going processes. Inspired by the data collection activity of Q methodology, this paper focuses on the potential of a longitudinal qualitative study design in investigating individual-level multilingual identity (MI) development, which concerns one's relationship with the multilingual world and their multilingual repertoire, and discusses its capacity in capturing and construing changes over time. The proposed design involves multiple rounds of the Q-sort activity and post-sorting interviews conducted at different timepoints with the same participant. We begin with an introduction of the design with attention to its distinction with group level and single-case Q methodology. This is followed by the conceptualisation of MI, its time-contingency and its compatibility with the proposed design. Then, we demonstrate the critical stages regarding its execution and application through a step by-step methodological tutorial. We present and construe the MI developmental trajectory of a L3-learning Chinese high school student based on qualitative analysis of three rounds of Q-sort and interview data collected over one academic year. The example highlights the design's precision and systematicity in capturing the changes of the focal construct and its efficiency in eliciting rich, targeted data. This leads to the discussions about framing of change as multi-levelled and time as relative in MI research. The whole process involves extensive participation and co-construction from the participant, which leads to discussions regarding the ethical considerations.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100188"},"PeriodicalIF":0.0,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143510280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Meaning and function dimensions of linguistic complexity in second language writing","authors":"Xiaofei Lu","doi":"10.1016/j.rmal.2025.100191","DOIUrl":"10.1016/j.rmal.2025.100191","url":null,"abstract":"<div><div>Linguistic complexity analysis has played a prominent role in second language (L2) writing research. Such analysis has focused primarily on form-based indices of inherent or relative complexity, often without systematic attention to the effect of the meanings with which linguistic forms are used on their complexity or the rhetorical/pragmatic functions that complex forms are used to convey. This conceptual review article argues for the importance of and delineates the scope of the meaning and function dimensions of linguistic complexity analysis in L2 writing research, reviews the methods and findings of emerging efforts on these dimensions, and discusses how future L2 writing research could attend to these dimensions.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100191"},"PeriodicalIF":0.0,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143478544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Developing a cross-case, time-ordered analysis of informal language learning from ethnographic narratives","authors":"Mark Dressman , Denyze Toffoli , Ju Seong Lee","doi":"10.1016/j.rmal.2025.100190","DOIUrl":"10.1016/j.rmal.2025.100190","url":null,"abstract":"<div><div>Cross-case, time-ordered analysis of ethnographically collected learner narratives holds great potential for tracing the paths of second-language learning in general, but more specifically of informal additional language development (IALD) over time. Based on a comprehensive survey of 206 studies, we first selected the 29 that contained ethnographic information about learners and inductively coded them, identifying seven factors related to IALD. We next identified 47 narratives from 14 of the 29 studies containing significant detail. We sorted these into groups in two ways and then compared them, producing a third set of groups whose members overlapped. In the final step, we displayed the Set Three groups in two matrices, by life periods and the seven factors. The method identified seven different paths or trajectories for IALD and highlighted significant factors and conditions within and across groups.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100190"},"PeriodicalIF":0.0,"publicationDate":"2025-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143464116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Engaging young language learners in participatory research: Visual arts-based approach","authors":"Junjie Li, Weizhao Gong","doi":"10.1016/j.rmal.2025.100187","DOIUrl":"10.1016/j.rmal.2025.100187","url":null,"abstract":"<div><div>This paper explores the visual arts-based approach to participatory research with children, aged 9 to 11, by analysing the micro-processes of children agentively making meanings in individual and group interviews. Specifically, drawing and graphing are utilised to facilitate participants’ thinking, verbalisation, and nonverbal expressions during data elicitation. We draw on two example qualitative studies to discuss the innovative methods. By interpreting critical episodes emerging from visual arts-crafting activities, we find a mixed set of visual tools empowering in listening to children's voices in hierarchical bilingual educational contexts, including two schools and a private language institution.</div><div>The methodological insights are examined in line with two overarching themes: a) the mediational and scaffolding role of visual artefacts in children's embodied meaning-making processes, and b) children's strategic appropriation of activities to address their own personal and social goals. Findings indicate that, as local actors, young participants agentively claim expertise resorting to ‘insider knowledge’ of childhood, subvert the prescribed power status in relation to adult researchers, and strategically appropriate research instruments for reinterpreting the research agenda. We argue a glimpse of children's multi-faceted lifeworlds and peer culture is temporarily made possible by means of visual arts-based approach, generating data that is otherwise hard to elicit or interpret.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100187"},"PeriodicalIF":0.0,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143429106","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Matt Kessler, Tania Ferronato, María José Torres Centurion, Melike Akay, Jihye Kim
{"title":"Mobile-assisted language learning with commercial apps: A focused methodological review of quantitative/mixed methods research and ethics","authors":"Matt Kessler, Tania Ferronato, María José Torres Centurion, Melike Akay, Jihye Kim","doi":"10.1016/j.rmal.2025.100186","DOIUrl":"10.1016/j.rmal.2025.100186","url":null,"abstract":"<div><div>Researchers have increasingly investigated the effectiveness of commercial mobile-assisted language learning (MALL) applications (apps) such as Duolingo, Babbel, Busuu, Memrise, and Rosetta Stone, with several methodological reviews that have been published to date. However, prior reviews have often lumped together MALL studies involving commercial apps with those that investigate teacher-generated MALL activities. Such reviews also provide limited discussions of important issues involving research ethics. This study aims to fill these gaps by conducting a focused review of studies from the past 10 years (2014–2023) that have appeared in six key CALL journals. Investigated are 1) the research methods used in commercial MALL app studies using quantitative or mixed methods (e.g., samples, target languages, instruments), and 2) the extent to which researchers have discussed issues of research ethics (e.g., disclosing funding, conflicts of interest). The findings illustrate trends in the popularity of certain target languages, topics, and instruments, along with issues involving the reporting of key statistical information. Some authors also provide wide-ranging discussions of ethics; however, many studies lack transparency concerning potential conflicts of interest. Based on these findings, recommendations are provided for conducting future research with commercial MALL apps.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100186"},"PeriodicalIF":0.0,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143101669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Beyond BLEU: Repurposing neural-based metrics to assess interlingual interpreting in tertiary-level language learning settings","authors":"Chao Han , Xiaolei Lu","doi":"10.1016/j.rmal.2025.100184","DOIUrl":"10.1016/j.rmal.2025.100184","url":null,"abstract":"<div><div>Recent years have seen a revival of using translation and interpreting (T&I) as a pedagogical and assessment tool to enhance language learning. This growing usage contributes to an increasing amount of learner-generated T&I data, creating a strong demand for assessment. To alleviate this issue, researchers have proposed repurposing machine translation (MT) evaluation metrics to automatically assess human-generated T&I. In this article, we report on the first large-scale study in which we leveraged sophisticated neural-based MT evaluation metrics for automatically assessing English-Chinese interpreting, using a database called <em>Interpreting Quality Evaluation Corpus</em>. To evaluate the efficacy of neural-based metrics, we correlated them with human benchmark scores. Because of the unique data structure, we conducted an internal meta-analysis of correlation coefficients to examine the overall machine-human correlation, and further performed meta-regression to identify potential significant moderators. We find that: a) the overall meta-synthesized correlations were fairly strong: <em>r</em> = .652 and <em>r<sub>s</sub></em> = .631; b) the type of neural-based metrics was a significant moderator, with BLEURT-20 registering the highest correlations (<em>r</em> = .738, <em>r<sub>s</sub></em> = .700); and c) the level of human rater reliability was also a significant moderator. We discussed these findings and their implications for T&I assessment in higher education.</div></div>","PeriodicalId":101075,"journal":{"name":"Research Methods in Applied Linguistics","volume":"4 1","pages":"Article 100184"},"PeriodicalIF":0.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143101668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}