Language Comprehension Research Articles

Validation of the abbreviated version of the Token Test in Latin American Spanish stroke patients.

The abbreviated version of the Token Test (aTT) is widely used to assess language comprehension deficits in stroke patients (SPs). However, aTT has not been validated for Latin American Spanish speakers, so clinicians tend to use cut-off scores for aTT validated in developed countries. To provide normative data for the Spanish aTT (Sp-aTT) in healthy Chilean Spanish-speaking and SP, determining the influence of sociodemographic variables such as gender, age and education on Sp-aTT performance. A total of 210 healthy volunteers (age range = 18-88 years) and 197 SPs (age range = 23-94 years), all native speakers of Chilean Spanish, were recruited. The association of age, gender and years of education on the Sp-aTT performance was analysed. Specificity and sensibility analyses of the Sp-aTT to diagnose language comprehension deficits were completed. Only age (p < 0.001) and years of education (p < 0.001) impacted the total score of Sp-aTT. Gender did not show an association with Sp-aTT performance (p = 0.181). For SPs, the Sp-aTT score showed a significant positive correlation (rho = 0.4, p < 0.001) with the aphasia severity rating scale (ASRS) score. For Sp-aTT, the area under the curve was 0.97, and the optimal cut-off score for the Sp-aTT was 30 (0.73 of sensitivity, 0.92 of specificity and a Youden index of 0.644). Age and years of education are two key factors to be controlled for when determining the optimal cut-off points for the Sp-aTT. Our results also highlight the need for language-specific norms in stroke and aphasia research. What is already known on the subject The aTT has been validated and adapted in several countries. Its properties in screening and detecting comprehensive deficits in SPs highlight its potential as a screening tool in clinical practice. Moreover, considering that stroke is the third largest cause of death worldwide, research and clinical practice have focused on how to improve early detection of deficits in these people, especially those related to cognition, language and functionality in SPs. Therefore, counting with validated and adapted tools is essential for clinicians because it could contribute to accurate intervention and classification of language disorders. What this paper adds to the existing knowledge The main contribution of this study is to provide normative data for the aTT in Latin American Spanish speakers. No previous studies have focused on validating this test and analysing the influence of three critical variables (age, gender and years of education) on its performance in SPs from Latin America. In addition, we propose a classification of the severity of comprehension deficits in SPs. Finally, we found comprehension deficits in patients with right and left hemisphere stroke, which would imply that these deficits would not be exclusive to left hemisphere stroke. What are the potential or actual clinical implications of this work? Contribute with validation of language comprehension tools, such as the aTT, could improve early diagnosis of patients with language disorders. This validation provides a test based on the sociodemographic characteristics of Latin American Speakers, which has yet to be established. Due to this, normative data considering the sociodemographic characteristics of the target population is crucial for accurately classifying comprehension deficits after brain damage.

From Sound to Meaning: Navigating Wernicke's Area in Language Processing.

Wernicke's area, a critical brain region associated with language comprehension, was first identified by Carl Wernicke in the late 19th century. Situated in the left hemisphere's posterior superior temporal gyrus, this area is essential for processing auditory and visual language inputs. It integrates semantic and syntactic information, playing a key role in meaningful communication. The development of Wernicke's area during infancy and childhood is marked by rapid growth and refinement influenced by early language exposure and environmental stimuli. Neuroplasticity, the brain's ability to reorganize and adapt, is crucial for recovery from language impairments such as Wernicke's aphasia. This capacity for reorganization includes synaptic plasticity and axonal sprouting, which facilitate recovery through targeted rehabilitation and enriched environments. Recent research utilizing advanced neuroimaging and neuroanatomical tracing techniques has elucidated the connectivity of Wernicke's area with other language-related regions, such as Broca's area. Functional studies have revealed its specialized roles in processing different aspects of language, including phonological, semantic, and syntactic features. Moreover, investigations into language disorders and potential therapeutic interventions underscore the importance of harnessing neuroplasticity for effective treatment. Emerging technologies, such as non-invasive brain stimulation and multimodal imaging, offer promising avenues for further exploration of Wernicke's area and its role in language functions. These innovations hold the potential to enhance our understanding of language processing and improve therapeutic strategies for language impairments. In conclusion, Wernicke's area is central to language comprehension, and genetic and environmental factors influence its development. Understanding neuroplasticity and leveraging advanced research technologies can significantly advance our ability to address language-related disorders and enhance patient outcomes.

Translanguaging pedagogy on the digital stage: exploring Chinese undergraduates’ English grammar learning through DingTalk platform

The internet sphere has become a disruptive platform for education, leading to a reworking of the language instruction scene. This research investigates the intersection of Translanguaging Pedagogy with the dynamic digital platform DingTalk, with the objective of enhancing the English grammar learning experience for Chinese undergraduate students. The goal of this study, which is multilingual context-based, is to investigate the as-yet-unexplored field of using students’ linguistic repertoires in virtual environments. Utilising a mixed-methods methodology, this work incorporates a quasi-experimental design and qualitative investigation to elucidate the complex interaction between Translanguaging Pedagogy and the immersive potential of DingTalk. The study involved a population of 58 Chinese undergraduate students, with qualitative insights further enriched through interviews with 4 participants. The results reveal notable enhancements in English grammatical skills among individuals who participated in the Translanguaging method using DingTalk. These findings underscore the effectiveness of incorporating Mandarin as a cognitive bridge. Qualitative observations shed light on the cognitive and emotional aspects of this new method, unveiling its profound influence on the acquisition of language. The present study aims to alter educational paradigms by illustrating the mutually beneficial connection between pedagogy and technology in the context of improving language acquisition. In light of the global shift towards remote education, this research presents a groundbreaking approach that paves the way for a future characterised by comprehensive and skill-oriented language instruction, fostering inclusivity.

NGHIÊN CỨU THIẾT KẾ, CHẾ TẠO THIẾT BỊ THEO DÕI TRUYỀN DỊCH TĨNH MẠCH ỨNG DỤNG CÔNG NGHỆ MẠNG KẾT NỐI VẠN VẬT

This paper focuses on the research and development of a medical device designed to monitor and supervise intravenous infusion for patients by leveraging Internet of Things (IoT) technologies. The proposed device is expected to have the following fundamental functionalities: setting the volume of the solution to be infused; setting the drip rate in drops per minute; calculating and displaying the remaining volume of the solution; calculating and displaying the remaining infusion time; and Alerting doctors and patients at different time intervals. The advantages of the designed product include low system design cost based on the current price of components; simple and comprehensible programming language with high scalability; experimental results indicating stable and accurate system operation with low power consumption; and ease of operation, use, maintenance, and servicing. Furthermore, the research results have practical applicability in hospitals or medical facilities and can be used as a practice model for Biomedical Engineering students at educational institutions, where there is a significant lack of practical training products in this field. Keywords: Intravenous infusion; medical devices; monitoring; control; Internet of Things.

Neural Evidence for Syntactic Unification in Second Language Sentence Comprehension: A Time‐Frequency Analysis

AbstractThis study investigates whether syntactic unification occurs during online L2 sentence comprehension using time‐frequency analysis. We measured the oscillatory power changes in native English speakers and L1‐Cantonese L2‐English speakers while they were reading well‐formed English sentences, syntactically intact nonsense sentences, and random word lists. Additionally, we conducted traditional ERP analyses to test L2 speakers’ sensitivity to NP‐internal number (dis)agreement. The results show that low‐beta power significantly increased in the L2 group when reading not only well‐formed sentences but also nonsense sentences, replicating the pattern found in the L1 group. This suggests that syntactic unification occurs in L2 comprehension as reliably as in L1 comprehension. However, L2 speakers did not show increased positivity for NP‐internal number disagreement, indicating that they have not developed native‐like sensitivity to this syntactic error. The implications of these time‐frequency and ERP data for L2 sentence processing and syntactic development are discussed.

Measuring the Effects of Cognitive Capacity on Sentence Comprehension: Evidence From Elementary School-Age Children.

Our aim was to (a) develop a sentence comprehension measure that distinguished between cognitive capacity and syntactic knowledge in school-age children and (b) examine the relationship between comprehension performance and cognitive variables (working memory capacity and retrieval from long-term memory). We developed and administered a picture selection sentence comprehension task to 122 school-age children representing varied cognitive abilities. We evaluated comprehension accuracy and response time in two syntactically identical conditions but with different cognitive demands incorporated in picture foils-one with low demand using superfluous adjectives and another with high demand using contrastive adjectives. Children also completed tasks measuring working memory capacity and long-term memory retrieval. Comprehension accuracy was significantly lower, and response times were longer in the high-cognitive demand condition compared to the low-demand condition. Errors frequently involved incorrect attribute selection in the high-demand condition that included contrastive adjectives in picture foils, while reversal errors prevailed in the low-demand condition, which included superfluous adjectives. Accuracy correlated positively with the memory variables. Hierarchical regression analysis showed that after adjusting for comprehension in the low-cognitive demand condition (38.60% variance), memory variables accounted for 4.50% additional variance in the high-demand condition with only working memory capacity as the unique predictor. The significant role of working memory capacity in comprehending sentences with high cognitive demand indicated the recruitment of active attention and verbal rehearsal. Data support the newly developed measure's potential for assessing cognitive skills integral to sentence comprehension in school-age children. https://doi.org/10.23641/asha.26767063.

Use of Recitation Input to Improve Students Writing

In learning English, English writing is an important way to cultivate students' innovative thinking and pragmatic ability, and it is also one of the ways to test the results of English teaching. Recitation is not only an important way of language input, but also the basis and premise of language learning. Writing is a comprehensive language output activity, which is based on recitation and can be regarded as an effective language learning strategy for students to develop basic writing skills. Therefore, in English teaching, text recitation input can be used as the basis to help students develop basic writing skills, increase students' interest in English learning, and improve their English level. This paper briefly summarizes the theoretical basis of recitation input and its role in English writing. Based on this, it discusses the effective strategies for its specific application in order to improve the effectiveness of English writing teaching.

Embodied cognition and L2 sentence comprehension: an eye-tracking study of motor representations.

Evidence from neuroscience and behavioral research has indicated that language meaning is grounded in our motor-perceptual experiences of the world. However, the question of whether motor embodiment occurs at the sentence level in L2 (second language) comprehension has been raised. Furthermore, existing studies on motor embodiment in L2 have primarily focused on the lexical and phrasal levels, often providing conflicting and indeterminate results. Therefore, to address this gap, the present eye-tracking study aimed to explore the embodied mental representations formed during the reading comprehension of L2 action sentences. Specifically, it sought to identify the types of motor representations formed during L2 action sentence comprehension and the extent to which these representations are motor embodied. A total of 56 advanced L2 learners participated in a Sentence-Picture Verification Task, during which their response times (RTs) and eye movements were recorded. Each sentence-picture pair depicted an action that either matched or mismatched the action implied by the sentence. Data analysis focused on areas of interest around the body effectors. RTs in the mismatch condition indicated an impeding effect. Furthermore, fixations on the body effector executing an action were longer in the mismatch condition, especially in late eye-movement measures.

Improving digital storybook story comprehension in kindergartners with developmental delays using peer-assisted learning strategies

This study evaluated the effect of peer-assisted learning strategies (PALS) intervention on the language and story comprehension skills of two kindergartners with developmental delays from a special education class while reading a digital storybook. The study was conducted in Taiwan with participants who spoke Mandarin Chinese. This study was a single-subject A-B1-C1-B2-C2-M study. The study compared the effects of conventional teaching methods with those of the modified PALS intervention. A standardized instrument and visual analysis were used to assess changes in language and story comprehension skills. After the intervention, the teacher and parents of the study participants were interviewed to evaluate changes in language skills of the participants at home and at school. The qualitative and quantitative results showed that this strategy effectively improved story comprehension skills. The teacher and parents all had positive views on this teaching strategy. Based on the findings, practical and future research suggestions are proposed.

Parental self-efficacy and early language development in deaf and hard-of-hearing children.

This study examined the relationship between parental self-efficacy in parents of young deaf and hard-of-hearing (DHH) children and children's spoken language skills. A retrospective within-subjects study design was used that included 24 mother-child dyads with DHH children. Parental self-efficacy was assessed using the Scale of Parental Involvement and Self-Efficacy-Revised. Children's language abilities were assessed using the Preschool Language Scale-5th edition. Our data revealed no significant associations between global measures of parental self-efficacy and children's auditory comprehension, expressive communication, and total language scores. However, positive correlations were found between child language skills and specific parents' beliefs about their ability to support their child's spoken language development, their ability to use strategies to help their child communicate, and their active involvement in intervention. Findings highlight the importance of examining discrete aspects of parental self-efficacy as it specifically relates to parents supporting their DHH child's spoken language development. Future directions and implications are provided.

Sociolinguistic Representation of The Deli Java Community’s Culture in North Sumatra Province

The study explores the sociolinguistic aspects of language, particularly its impact on the interactions between Javanese and Malay tribes, which significantly influence each other. As a result of people moving from one place to another, there was interaction between the Javanese and Malay Deli communities, which was known as Javanese Deli or "Ja-del." This resulted in language contact and the emergence of new terminology as a result of the community's social interactions. In North Sumatra, there are Javanese and Malay communities. linguistic contact in Javanese and Malay societies gave rise to a variety of linguistic phenomena such as "language codes" and "symptoms of code switching and code mixing." Acculturation of Javanese and Deli Malay culture resulted in a blending of language comprehension and belief values in both parties' civilizations. This research approach employs a qualitative paradigm with 112 informants; however, for the sake of efficiency and accuracy, 60 sources were chosen based on expertise and character. This study explores The use of Javanese by people in Deli Serdang Regency, Serdang Bedagai Regency, Langkat Regency and Batubara Regency is gradually changing. Based on the recognition of the Javanese people, the language used in the Deli Serdang Regency, Serdang Bedagai Regency, Langkat Regency and Batubara Regency was originally pure Ngoko Javanese. The culture of the Javanese Deli community in North Sumatra Province contains a mixture of cultures that lead to globalization. When communicating, the speaker conveys the speaker's speech using Indonesian (BI) and a foreign language (BA) with no intervention from each speaker.

The role of variation in phonological and semantic working memory capacities in sentence comprehension: neural evidence from healthy and brain-damaged individuals.

Research on the role of working memory (WM) in language processing has typically focused on WM for phonological information. However, considerable behavioral evidence supports the existence of a separate semantic WM system that plays a greater role in language processing. We review the neural evidence that supports the distinction between phonological and semantic WM capacities and discuss how individual differences in these capacities relate to sentence processing. In terms of neural substrates, findings from multivariate functional MRI for healthy participants and voxel-based lesion-symptom mapping for brain-damaged participants imply that the left supramarginal gyrus supports phonological WM, whereas the left inferior frontal gyrus (LIFG) and angular gyrus support semantic WM. In sentence comprehension, individual variation in semantic but not phonological WM related to performance in resolving semantic information and the LIFG region implicated in semantic WM showed fMRI activation during the resolution of semantic interference. Moreover, variation for brain-damaged participants in the integrity of a fiber tract supporting semantic WM had a greater relation to the processing of complex sentences than did the integrity of fiber tracts supporting phonological WM. Overall, the neural findings provide converging evidence regarding the distinction of these two capacities and the greater contribution of individual differences in semantic than phonological WM capacity to sentence processing.

Perceptual inference corrects function word errors in reading: Errors that are not noticed do not disrupt eye movements

Both everyday experience and laboratory research demonstrate that readers often fail to notice errors such as an omitted or repeated function word. This phenomenon challenges central tenets of reading and sentence processing models, according to which each word is lexically processed and incrementally integrated into a syntactic representation. One solution would propose that apparent failure to notice such errors reflects post-perceptual inference; the reader does initially perceive the error, but then unconsciously ’corrects’ the perceived string. Such a post-perceptual account predicts that when readers fail to explicitly notice an error, the error will nevertheless disrupt reading, at least fleetingly. We present a large-scale eyetracking experiment investigating whether disruption is detectable in the eye movement record when readers fail to notice an omitted or repeated two-letter function word in naturalistic sentences. Readers failed to notice both omission and repetition errors over 36% of the time. In an analysis that included all trials, both omission and repetition resulted in pronounced eye movement disruption, compared to reading of grammatical control sentences. But in an analysis including only trials on which readers failed to notice the errors, neither type of error disrupted eye movements on any measure. Indeed, there was evidence in some measures that reading was relatively fast on the trials on which errors were missed. It does not appear that when an error is not consciously noticed, it is initially perceived, and then later corrected; rather, linguistic knowledge influences what the reader perceives.

Mouse cursor trajectories capture the flexible adaptivity of predictive sentence processing.

Recent psycholinguistic findings raise fundamental questions about comprehenders' ability to rationally adapt their predictions during sentence processing. Two mouse cursor tracking experiments (each N = 85) assessed this adaptivity by manipulating the reliability of verb-based semantic cues. In Experiment 1, predictive mouse cursor movements to targets (e.g., bike) versus distractors (e.g., kite) were measured while participants heard equal proportions of nonpredictive (e.g., "spot … the bike"), predictive (e.g., "ride … the bike"), and antipredictive (e.g., "fly … the bike") sentences. In Experiment 2, participants heard equal proportions of nonpredictive and antipredictive sentences. Participants were observed to flexibly adapt their predictions, such that they disengaged prediction in Experiment 1 when verb-based cues were unreliable and as likely to be disconfirmed as confirmed, while they generated adapted predictions in Experiment 2 when verb-based cues were reliably disconfirmed. However, links to individual differences in cognitive control were not observed. These results are interpreted as supporting rational theoretical approaches. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Non-Word Repetition in Arabic-speaking children with and without Autism Spectrum Disorder (ASD): A closer look into accuracy and error patterns

ABSTRACT Non-Word Repetition (NWR) tasks effectively identify language impairments and assess phonological skills across diverse populations and languages, including Arabic. Prior research revealed heterogeneity of performance in children with Autism Spectrum Disorder (ASD) on NWR tasks. The current study is the first to evaluate phonological skills of Palestinian-Arabic-speaking children with and without ASD, employing a Palestinian-Arabic NWR task. A total of 142 Palestinian-Arabic-speaking children, aged 5–11 participated in the study, including 75 children with Typical Language Development (TLD) and 67 children with ASD. The NWR task included 18 non-words of varying length (1–4 syllables) and complexity (with and without consonant clusters). Quantitative analysis examined the effects of length and phonological complexity on the NWR accuracy scores in children with TLD and ASD. Error pattern analysis accounting for phoneme and syllable substitutions/deletions/additions and lexicalisations aimed to shed light on the phonological representations of children with and without ASD. Within the ASD group, two subgroups emerged: 72% exhibited age-appropriate NWR performance, while 28% showed performance at-risk for phonological impairment. Non-word length, rather than complexity, significantly influenced the children’s performance. Consonant substitution was the most frequent error pattern across all groups. On the theoretical side, these findings extend cross-linguistic evidence of phonological skill heterogeneity in children with ASD to Arabic-speaking children. Additionally, they highlight an overall delayed but qualitatively similar pattern of phonological development in children with ASD. On the clinical side, results underscore the importance of comprehensive language assessment in children with ASD.

NEUROPSYCHOPEDAGOGICAL PERSPECTIVE: RELATIONSHIPS BETWEEN WORKING MEMORY AND MOTOR, INHIBITORY CONTROL, AND LINGUISTIC DEVELOPMENT IN ELEMENTARY SCHOOL

Working memory plays a pivotal role in cognitive functioning, serving as a dynamic interface for processing and integrating information across various domains. It is crucial for executing complex tasks such as reading comprehension, mathematical problem-solving, and logical reasoning. This study investigates the relationship between working memory and motor skills, inhibitory control, and language abilities in elementary school students, highlighting the role of specific assessment instruments in this analysis. The research involved 1107 students, aged 7 to 10 years, from public schools in Joinville, Brazil. Working memory was evaluated using the Neuropsychopedagogical Screening Scale for Working Memory (NSSWM), which comprises 23 items that assess the temporary storage and processing of information needed for tasks such as language comprehension, arithmetic, and problem-solving. Motor skills were assessed using the Neuropsychopedagogical Screening for Children's Motor Development, a 7-item scale focusing on motor coordination, fine motor control, and organizational skills during school activities. Inhibitory control was measured with the Child Inhibitory Control Screening Scale (CICS), which includes 18 scenarios that evaluate inhibitory responses, planning, and impulsivity. Phonological skills were assessed using the Screening Scale for Phonological Skills (SSPS), which measures the ability to recognize formal language characteristics through 17 items. Lastly, reading and writing skills were evaluated using the Children's Reading and Writing Screening Scale (CRWSS), a 16-item scale designed to identify potential difficulties in acquiring these skills in a school setting. The results revealed significant correlations between working memory and other cognitive domains, with motor skills exhibiting the strongest association (r=0.916, p=0.012). Additionally, inhibitory control (r=0.732, p=0.028) and phonological awareness (r=0.815, p=0.034) showed strong correlations with working memory, indicating that students with better-developed skills in these areas tend to perform better in working memory tasks, which, in turn, positively impacts their academic performance. The study underscores the importance of early neuropsychopedagogical interventions that address both cognitive and motor development. By employing specific, targeted assessment instruments, educators and mental health professionals can better identify students at risk of academic difficulties and implement effective strategies to enhance their cognitive and behavioral development, ultimately fostering a more supportive and inclusive learning environment.&lt;p&gt; &lt;/p&gt;&lt;p&gt;&lt;strong&gt; Article visualizations:&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;&lt;img src="/-counters-/soc/0525/a.php" alt="Hit counter" /&gt;&lt;/p&gt;

Le Petit Prince Hong Kong (LPPHK): Naturalistic fMRI and EEG data from older Cantonese speakers

Currently, the field of neurobiology of language is based on data from only a few Indo-European languages. The majority of this data comes from younger adults neglecting other age groups. Here we present a multimodal database which consists of task-based and resting state fMRI, structural MRI, and EEG data while participants over 65 years old listened to sections of the story The Little Prince in Cantonese. We also provide data on participants’ language history, lifetime experiences, linguistic and cognitive skills. Audio and text annotations, including time-aligned speech segmentation and prosodic information, as well as word-by-word predictors such as frequency and part-of-speech tagging derived from natural language processing (NLP) tools are included in this database. Both MRI and EEG data diagnostics revealed that the data has good quality. This multimodal database could advance our understanding of spatiotemporal dynamics of language comprehension in the older population and help us study the effects of healthy aging on the relationship between brain and behaviour.

Research on a New Model of Cultivating Creative Thinking in the Language Discipline Based on ChatGPT--Taking Project-based Learning of Senior Secondary Language as an Example

This paper This paper discusses a new model of cultivating creative thinking in the language discipline based on ChatGPT, aiming to provide new ideas and methods for language teaching reform. ChatGPT, an advanced natural language processing technology with powerful language comprehension and generation capabilities, provides new means and methods for language teaching. The study presents a case study of the teaching practice of the new model of creative thinking cultivation in language discipline based on ChatGPT through the casestudy method, which provides guidance for the further improvement and optimization of the new model. The model takes ChatGPT as the core, combines the characteristics of language teaching and students' needs, and designs teaching processes and activities suitable for cultivating students' creative thinking. The study emphasizes the importance of changing teaching concepts when using the Humanistic Version of the senior secondary language textbook, as well as incorporating practical language activities to improve students' core literacy through personalized participation and practice.

A Empirical Study on Critical Thinking Ability in College English Reading Teaching under CBI

In the context of the new liberal arts, the ordinary English teaching model is difficult to adapt to the development of college English teaching, and English reading, as a necessary part of cultivating students’ comprehensive language ability and critical thinking ability, has played an important role in college English teaching. As a text-based teaching method, Content-Based Instruction (CBI) is more in line with the learning of English reading. Based on Krashen’s input hypothesis and Swain’s output hypothesis theory, it selected 66 English major seniors from Y University as the research subjects, who subsequently are divided into control classes and experimental classes. Data was collected by survey questionnaires and reading tests. Based on the analysis and discussion of relevant data, it concludes that: firstly, the critical thinking ability of college students is at a moderate level. Secondly, the CBI teaching method is significantly positively correlated with students’ critical thinking ability. Thirdly, the CBI teaching method has a positive impact on students’ critical English reading skills.

Generative AI: hopes, controversies and the future of faculty roles in education

Purpose Generative artificial intelligence (GAI) has seen exponential growth in recent years due to its capability to generate original content through natural language processing and comprehensive language models. This paper aims to investigate the transformative impact of GAI on higher education, focusing on the evolving roles of faculty in the classroom. Design/methodology/approach Using a phenomenological perspective and a process approach, the study involved 25 semi-structured interviews with academicians in higher education. Findings The findings reveal that GAI currently creates biased and commercially driven learning environments, challenging traditional pedagogical models. Despite its potential for enhancing education, the autonomous nature of GAI often prioritizes commercial interests over pedagogical goals. Research limitations/implications The study is limited to faculty perspectives, suggesting future research should include student viewpoints and diverse educational contexts. Practical implications The study highlights the need for higher education institutions to develop comprehensive policies, provide training for faculty and students and design new courses that leverage GAI for personalized learning experiences and enhanced faculty research. Originality/value This paper contributes to the emerging literature on GAI’s impact on education, highlighting its dual nature as both a transformative tool and a potential threat to traditional educational roles and outcomes.