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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>An incremental model for professional language training in a digital educational environment</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Yuliia Pryshupa</string-name>
          <email>yuliia.pryshupa@npp.nau.edu.ua</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Hanna Martyniuk</string-name>
          <email>ganna.martyniuk@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Lesia Konoplianyk</string-name>
          <email>lesia.konoplianyk@npp.nau.edu.ua</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Anzhelika Kokarieva</string-name>
          <email>anzhelika.kokarieva@npp.nau.edu.ua</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Mariupol State University</institution>
          ,
          <addr-line>Preobrazhenska Str., 6, Kyiv, 03037</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Scientific Cyber Security Association of Ukraine</institution>
          ,
          <addr-line>Mykhaila Dontsia Str., 2A, Kyiv, 03161</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>State Scientific and Research Institute of Cybersecurity Technologies and Information Protection</institution>
          ,
          <addr-line>Maksym Zalizniak Str., 3/6, Kyiv, 03142</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The paper presents the theoretical justification and experimental implementation of an incremental model designed to enhance professional foreign language training in the digital educational environment of a technical university. The study is conducted in the broader context of education digitalization and the increasing demand for flexible, step-by-step learning models that align with the specific communicative needs of engineering students. Emphasizing the structured development of four key skills - cooperation, critical thinking, creativity, and professional communication - the model integrates pedagogical principles and methods relevant to 21stcentury challenges. The incremental model consists of four successive stages, each corresponding to a year of undergraduate study, and is characterized by its spiral structure that facilitates consistent skill accumulation and increasing linguistic complexity. The implementation relies on efective pedagogical strategies, including projectbased learning, dialogic methods, problem-solving tasks, brainstorming sessions, work with technical texts, language quests, and project defense formats. These methods and formats supported dynamic, student-centred training and facilitated the integration of linguistic content with domain-specific professional communication. Empirical data demonstrate a steady improvement across all indicators, confirming the efectiveness of the model in facilitating language acquisition through contextually grounded, discipline-oriented content. The article also outlines the methodological tools applied in the study, including comparative analysis, modelling, and pedagogical observation, which enable the identification of systemic factors influencing language training outcomes. The ifndings indicate that a gradual, resource-supported approach to language training more efectively accommodates the learning trajectories of students while fostering motivation, adaptability, and linguistic autonomy. These ifndings contribute to the ongoing discourse on flexible digital pedagogies and provide a scalable model for integration into modern technical education.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;professional language training</kwd>
        <kwd>digital educational environment</kwd>
        <kwd>information and educational environment</kwd>
        <kwd>soft skills</kwd>
        <kwd>incremental model</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>In the context of advancing educational digitalization and increasing demands for professional foreign
language training of future engineering specialists, the need for flexible and adaptive methodological
solutions becomes particularly relevant. Language learning is a complex process encompassing phonetic,
lexical, grammatical, discursive, and pragmatic components that should work together as part of a
single system. Proficiency in a foreign language requires students to acquire specific skills, including
analytical reading, clear oral and written expression of professional ideas, technical translation skills,
and participation in intercultural dialogue.</p>
      <p>
        In the digital age, language education is undergoing profound transformation: not only is the format
of content delivery changing, but also the very logic of linguistic interaction, which is increasingly
mediated through digital services, platforms, and mobile applications. At the same time, adaptive
learning tools are gaining importance, as they accommodate individual cognitive styles and learning
paces. Foreign language training is not an exception; on the contrary, it reinforces the broader trend
toward the professionalization of education, especially in response to the demands of the 21st century.
This complexity requires the use of step-by-step approaches to language proficiency development,
which account for individual learning trajectories and enable the flexible adaptation of instructional
tasks to changing educational contexts [
        <xref ref-type="bibr" rid="ref1 ref2 ref3 ref4">1, 2, 3, 4</xref>
        ].
      </p>
      <p>The search for efective models capable of facilitating a gradual, flexible, and technologically grounded
transition to high-quality professional foreign language training is gaining increasing relevance in
the context of educational digitalisation. The information and educational environment of a technical
university is characterised by a strong engineering focus, the integration of digital platforms and
technologies, and a predominance of practice-oriented learning formats. Under such conditions, the
integration of language training with professional communication, adapted to digital formats and the
specific demands of the technical domain, becomes particularly significant.</p>
      <p>
        In response to these challenges, an incremental model has been developed, serving as the theoretical
and practical foundation for a methodology of professional language training within the digital
environment of a technical university. Its conceptual framework is grounded in the principles of systematisation,
phased progression, adaptability, and functional relevance, enabling it to respond to current trends in
digitalisation as well as to the individual trajectories of students’ professional development [
        <xref ref-type="bibr" rid="ref2 ref5">2, 5</xref>
        ].
      </p>
      <p>In contemporary educational practice, the notion of “increment”, which is derived from the Latin
“incrementum” and means the growth or gradual increase, refers to the phased expansion or development
of the learning process that has acquired particular relevance in the context of digital transformation.</p>
      <p>
        As a principle, incrementality was first introduced in the field of software development in the second
half of the 20th century, particularly in Barry Boehm’s research. Within the evolutionary approach
to complex system design, Boehm introduced the concept of gradual functionality enhancement. In
his influential paper “A Spiral Model of Software Development and Enhancement”, he elaborated on
the application of incrementality as a methodology for software development. Subsequently, the key
elements of this approach were adapted to the field of education, especially in the design of staged
training content [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ].
      </p>
      <p>
        The incremental model involves a logically structured sequence of training, where each stage is
built on the achievements of the previous one. This approach supports individual learning trajectories,
facilitates the progressive introduction of increasingly complex content and tasks, and ensures the
lfexibility and adaptability of the training process in response to changing professional and digital
environments. The concept has an interdisciplinary foundation and is actively employed in pedagogy
(M. Clarke, R. Snow, S. Helme, I. Hrom), systems theory (L. von Bertalanfy, J. Forrester), and information
technology (B. Boehm, K. Beck) [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ].
      </p>
      <p>In pedagogy, the principle of incrementality is reflected in the gradual formation of knowledge and
skills in accordance with the principles of constructivism. This approach allows the training process
to be adapted to the students’ prior knowledge and ensures the consistency of learning outcomes. In
particular, incrementality contributes to the efective combination of theory and practice, which is
especially valuable in the context of the dynamic development of digital educational technologies.</p>
      <p>
        Several researchers have contributed to the understanding of incrementality in the educational
ifeld. M. Clarke, in his research on the acmeological development of teaching expertise, described the
incremental acquisition of professional skill through experience accumulation. Another foreign scientist,
R. Snow explored the incremental instructional strategies in relation to students’ individual cognitive
styles. S. Helme applied phased complexity in STEM education, while I. Hrom described incrementality
as a mechanism for achieving educational outcomes within digital environments. Thus, incrementality in
pedagogy is regarded as an efective means of structuring the learning process, allowing for progressive
content complexity, adaptation to personalised learning pathways, and sustained development of
professional readiness within dynamic educational contexts [
        <xref ref-type="bibr" rid="ref10 ref7 ref8 ref9">7, 8, 9, 10</xref>
        ].
      </p>
      <p>In the modern information and educational environment of technical universities, the efectiveness
of professional language training greatly depends on the level of implementation of innovative
educational technologies based on conceptual foundations, pedagogical principles, training theories, and
methodological approaches. To substantiate the incremental model of professional language training
methodology, it was necessary to analyse the system-forming characteristics of the digital educational
space of a technical university and identify the patterns of developing foreign language
communication skills among future engineering specialists. These patterns reflect the connection between the
demand of a multicultural digital society for communication-competent specialists and the functioning
of professional language training as an integrated component of the holistic educational process. It
performs educational, training, and developmental functions based on the didactic principles of openness,
dynamism, interactivity, systematicity, and practical orientation.</p>
      <p>The methodological basis of the study comprised:
• Comparative analysis, which enabled the comparison of approaches to language training in
digital learning environments and allowed the identification of efective practices for integrating
professional and language components;
• Pedagogical observation, involving the systematic study of the dynamics of students’ language
behaviour, communicative activity, and responses to various methodological influences in the
real conditions of the educational process;
• Modeling, which made it possible to reproduce the structure and mechanisms of professional
language training in the conditions of digitalization, as well as to create an incremental model as
a synthesis of analytical and experimental findings.</p>
      <p>The integrated application of these methods ensured the scientific validity of the proposed model and
its adaptation to the specifics of the information and educational environment of a technical university.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Implementation and validation of the incremental model for professional foreign language training</title>
      <p>Based on the methodological foundation of this study, it was hypothesised that an incremental model
would be efective for organising professional foreign language training for future engineers. This model
improves a systematic and sequential development of language skills, taking into account the inherent
complexity and multi-level structure of language acquisition. Its potential lies in supporting learners’
progression through a logical transition from basic to more complex material, while maintaining the
lfexibility necessary to accommodate individual learning trajectories.</p>
      <p>
        The incremental model is grounded in the development of core skills aligned with contemporary
educational paradigms, mainly 4Cs – critical thinking, creativity, communication, and collaboration –
which are regarded as essential for the efective integration of engineering professionals into multilingual
and multicultural work environments. These 21st-century skills form a critical foundation of professional
readiness for future engineers [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ], fostering the ability to work efectively in multifunctional teams,
adapt to dynamic digital settings, engage critically with complex information flows, and devise eficient
engineering solutions.
      </p>
      <p>• Critical thinking supports accurate interpretation of technical data, discourages reliance on
formulaic solutions, and encourages source verification;
• Creativity encourages the generation of original ideas and the development of innovative
approaches to professional challenges;
• Communication underpins interdisciplinary interaction, especially in English-medium
professional contexts;
• Collaboration (cooperation, cooperative engagement) ensures coordinated teamwork and
exchange of knowledge while working on joint technical projects.</p>
      <p>
        Consequently, the cultivation of these skills should be viewed not as an supplementary element, but
as a key component of professional language training for engineering students in the context of the
ongoing digital transformation of higher education [
        <xref ref-type="bibr" rid="ref12 ref8">8, 12</xref>
        ].
      </p>
      <p>Mastering a foreign language for professional purposes requires a well-structured curriculum, in
accordance with students’ learning trajectories, and the gradual development of communicative skills.
The incremental model efectively supports this process by ensuring a structured delivery of content that
follows a consistent trajectory of increasing complexity, thereby avoiding fragmentation and supporting
sustainable learning outcomes. English, in particular, possesses a complex internal structure comprising
phonetic, grammatical, lexical, syntactic, and pragmatic layers that operate interdependently. Language
acquisition cannot occur instantaneously; only a step-by-step approach allows learners to internalise
both the rules and the underlying logic of language construction.</p>
      <p>
        For instance, the system of grammatical tenses must be introduced in a specific order, beginning
with present simple forms and advancing through conditionals and sequence of tenses, eventually
incorporating active and passive voice constructions. Mastery of these elements requires time, repetition,
and contextual reinforcement, particularly in professional language use. Special attention must also
be given to fixed expressions and syntactic patterns that are characteristic of technical discourse,
such as those used to describe diagrams, technical equipment, operating procedures, and functional
specifications. The incremental model addresses these needs by organising language content into
successive stages, progressing from basic structures to complex communicative tasks embedded in
professional scenarios. As a result, the learning process becomes coherent, and the acquired language
skills are directly applicable to real-world professional interactions [
        <xref ref-type="bibr" rid="ref13 ref14">13, 14</xref>
        ].
      </p>
      <p>The model further promotes adaptability, durable learning outcomes, and digital integration – all of
which are essential for efective education in technical universities. Furthermore, it supports learner
autonomy in developing professional foreign language competence by integrating digital tools familiar
to modern students.</p>
      <p>
        Moreover, the applied logic of the incremental approach is conceptually aligned with the principle
of versioning, which is commonly used in the field of information technology. While the traditional
waterfall model requires the completion of an entire process before implementation, the incremental
approach enables the gradual construction of functional components (or versions). Within this, the
educational process resembles versioned software development, where each subsequent iteration (year of
study) builds upon the learning outcomes of the previous one and enhances them. This structure allows
for timely updates without the need to restart the entire training system, which is particularly valuable in
the context of rapidly evolving digital technologies and shifting learner needs. It ensures the continued
relevance of learning content, reducing both time and resource demands associated with curriculum
revisions. Such adaptability makes it possible to respond flexibly to educational demands, implement
timely changes, and maintain the currency of language training, thereby supporting the step-by-step
development of professional language competences and the integration of linguistic, pedagogical, and
digital strategies. Such flexibility also supports the personalization of the learning process in accordance
with the individual progress and professional development of engineering students [
        <xref ref-type="bibr" rid="ref10 ref15">10, 15</xref>
        ].
      </p>
      <p>The model was tested among undergraduate students majoring in “Construction and Civil
Engineering.” The pedagogical experiment involved students from all four years of study at five leading
Ukrainian universities:
• Vinnytsia National Technical University (Vinnytsia);
• National Technical University “Dnipro Polytechnic” (Dnipro);
• State University “Kyiv Aviation Institute” (Kyiv);
• State Biotechnological University (Kharkiv);
• National University “Chernihiv Polytechnic” (Chernihiv).</p>
      <p>
        The course “Professional Foreign Language” was selected as an integrative component of the training
programme. Its inclusion in the curriculum is aimed at equipping students with the ability to
communicate in a foreign language in professional environments, including participation in real-life professional
scenarios, project-related documentation, interdisciplinary teamwork, and intercultural interaction
[
        <xref ref-type="bibr" rid="ref14">14</xref>
        ].
      </p>
      <p>Due to the uneven distribution of language courses across the four years of study in the participating
universities, students who had chosen elective language modules were also involved in the model’s
implementation. This enabled a comprehensive assessment of the efectiveness of the model over time
(Figure 1).</p>
      <p>The proposed model outlines four incremental stages, each corresponding to a specific year of
undergraduate study in a technical university. Structured as a spiral, the model reflects the progressive
development and increasing complexity of professional language training. Each turn of the spiral
represents one academic year during which a qualitative shift takes place, marking a transition to
a higher level of language proficiency that integrates both linguistic and professional competences.
Methodological support underpins every level of the model, ensuring consistent access to didactic and
material resources.</p>
      <p>The learning outcomes of each stage are recorded through structured reflection, assessment, and
achievement analysis, ensuring the model remains both flexible and responsive. Adapted to the digital
learning environment, the model is designed to foster students’ readiness for professional
communication in engineering contexts. The applied teaching methods and formats serve to operationalise the
pedagogical conditions necessary for achieving the model’s objectives.</p>
      <p>These methods include dialogic communication, project-based learning, communication modelling,
case analysis, brainstorming techniques, and content and language integrated learning (CLIL). The
strategic integration of these techniques ensures the coherence and continuity of the incremental model,
with each stage spanning one academic year and contributing to measurable progress in students’
foreign language competence.</p>
      <p>These practices help cultivate an enabling educational environment that supports the gradual
development of both linguistic and professional skills while integrating cognitive, communicative, and
interdisciplinary dimensions of the learning process.</p>
      <p>During the first year of study, the primary focus was placed on developing cooperation skills, which
are vital for students’ initial adaptation to the university learning environment. Collaborative work
serves as a highly efective strategy for fostering foreign language communication within professional
contexts, particularly in engineering education. It simulates authentic workplace scenarios in which
specialists collaborate in interdisciplinary teams to address complex challenges, make collective
decisions, and engage in coordinated problem-solving. These simulated tasks reflect the communicative
demands engineers regularly encounter in real-world settings when negotiating technical requirements,
coordinating project stages, or delivering joint presentations. Such activities not only help students
practise and internalise relevant linguistic structures but also cultivate essential soft skills, including
leadership, responsibility sharing, and adaptability. Moreover, group-based tasks and peer-to-peer
interaction encourage students to express their ideas clearly, respond to feedback constructively, and
reach consensus in a target language, skills which are critical in multilingual and multicultural
professional environments. In this way, cooperation becomes a pedagogically rich practice, linking language
acquisition with real-world professional competencies and enhancing students’ readiness for team-based
communication in global engineering contexts.</p>
      <p>
        The relevance of team-based communication in language training for engineers has been emphasised
by researchers such as N. Kravchenko (in the context of project-based language learning) [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ], T. Bakum
(in professional foreign language methodology), and R. Borah (in blended learning environments). These
scholars highlight the need to integrate communication-driven strategies into the language training of
future engineers [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. Positive team dynamics not only enhance the emotional climate of the classroom
but also improve academic performance and student motivation. Project-based learning is now widely
recognised as an efective pedagogical strategy for developing both cooperative and communicative
competences in engineering education. In addition to grammar and reading basics, students engaged in
targeted activities aimed at enhancing group communication skills.
      </p>
      <p>
        The learning process was structured around various formats, including group sessions, mini projects,
situational workshops, and language quests. The dominant methods included role-play simulations,
dialogic approaches (such as structured dialogues and discussions), pair work, and case-based learning.
These techniques were selected with reference to first-year students’ needs: fostering interpersonal
trust, developing interaction skills, and understanding role distribution within teams. Assessment tools
included observation of pair/group work dynamics, reflective reports, satisfaction surveys, and analysis
of collaborative task outcomes. This training logic ensured an adaptable, coherent, and student-centred
learning experience [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ].
      </p>
      <p>In the second year of language training, the focus was shifted toward the development of critical
thinking as a core skill for mastering a foreign language in professional contexts. Students progressed
from basic grammatical structures to working with collocations, idiomatic expressions, and specialised
terminology related to construction materials and engineering systems. The course content required
students to compare, analyse, and evaluate information, forming well-grounded judgements, which are
the key components of critical thinking.</p>
      <p>The development of critical thinking during foreign language learning not only enhances a deeper
understanding of linguistic structures but also supports the conscious analysis of professional content. This
is particularly significant in engineering, where linguistic inaccuracies can lead to the misinterpretation
of technical specifications or operational requirements. Students who acquire critical thinking skills
are better equipped to identify inconsistencies in technical documentation, formulate well-grounded
assumptions, assess the validity of proposed solutions, and make informed engineering decisions based
on precise source analysis. Furthermore, this cognitive skill underpins the ability to construct and
evaluate arguments, which is essential for professional discussions, negotiations, project defences, and
the peer review of engineering outcomes. Engaging with language content from a critical perspective
enables learners not only to reproduce knowledge but also to generate contextually appropriate and
professionally relevant conclusions.</p>
      <p>
        Scholars such as V. Kovalchuk, S. Maslich, and L. Movchan underscore the role of critical thinking as
a fundamental 21st-century skill that supports analytical reading, coherent expression, and reflective
engagement with content. In the context of foreign language training for engineers, critical thinking
supports professional communication and facilitates navigation within multilingual digital environments
[
        <xref ref-type="bibr" rid="ref12">12</xref>
        ].
      </p>
      <p>To improve this skill, pedagogical strategies included problem-based tasks, brainstorming sessions,
technical text analysis, crossword creation, and critical comparison of technical descriptions followed
by interpretation.</p>
      <p>The training was organised through small-group work, pair discussions, individual presentations,
and debates. Assessment methods involved scenario-based tests, analytical essays, self-reflection cards,
team performance evaluations, and fast-paced Q&amp;A formats. These approaches helped develop flexible
cognitive skills and enabled students to apply new knowledge to professionally relevant contexts.</p>
      <p>
        In the third year, the focus was on fostering creativity in language use, a vital skill for efective
communication in engineering. Creativity entails innovative thinking, idea generation, and adaptability
to linguistic and situational challenges within professional discourse. Students were guided in producing
original texts – project descriptions, technical specifications, manuals, and presentations – drawing on
professional vocabulary and an expanded lexical repertoire [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
      <p>Creativity plays a crucial role in successful foreign language communication within engineering
contexts, as it requires unconventional thinking, the generation of original ideas, and the ability to
adapt to linguistic and situational challenges in professional discourse.</p>
      <p>During the training process, students were engaged in producing their texts, such as project
descriptions, technical specifications, user instructions, and presentations, while incorporating
disciplinespecific terminology and an expanded technical lexicon. Particular emphasis was placed on transforming
conventional information into alternative formats of expression, for instance, through the visualisation
of technical content, the design of infographics, and the proposal of innovative solutions to standard
tasks. Students learned to convert dry, technical data into persuasive oral or written messages ranging
from internal team communication to interdisciplinary cooperation or international project
presentations. A significant proportion of the learning activities consisted of time-constrained creative tasks,
which encouraged rapid linguistic decision-making and enhanced students’ public speaking skills.</p>
      <p>A distinctive feature of this stage was the introduction of open-ended tasks, including the development
of alternative technical solutions, the composition of innovative descriptions, the use of visual materials
(e.g., infographics, technical drawings, and videos), and the simulation of non-standard communication
scenarios in international contexts.</p>
      <p>The methodology incorporated storytelling, free writing, case studies, language quests, role-play,
and the ‘elevator pitch’ technique, particularly relevant given the growing dominance of short-form
expression in digital communication. In line with the declining appeal of long-form reading and writing,
students practised presenting ideas clearly and concisely in 30-60 seconds, simulating spontaneous
interactions with professionals, where clear, engaging self-presentation is crucial.</p>
      <p>Organisational formats included creative groups, idea workshops, presentation marathons, interactive
simulations, and one-minute pitch sessions. Assessment of creativity involved project work,
designbased tasks, and individual mini-presentations in English, evaluated for originality, topic relevance,
structure, and linguistic quality. Integrating creative components enhanced students’ language flexibility,
ability to adapt language tools to context, and confidence in intercultural communication.</p>
      <p>In the fourth year, the focus shifted to the consolidation of professional speaking skills. By this
stage, students had mastered core grammatical structures, used idiomatic language, and demonstrated
competence in technical terminology, enabling confident application of English in specialised contexts.
The training process was based on authentic materials, including samples of technical documentation,
academic articles, and English-language resources related to engineering technologies, ensuring a
strong link between language content and the professional context. Particular emphasis was placed
on the analysis of manuals, technical specifications, schematics, research reports, and specialised
publications reflecting current trends in the engineering field. The integration of such materials enabled
the simulation of real-life professional scenarios, fostering the development of critical reading skills,
technical translation, terminological accuracy, and well-structured oral and written communication. As
a result, students were provided with conditions conducive to the conscious integration of linguistic
knowledge into discipline-specific tasks. An especially valuable activity was the panel discussion format,
encouraging students to articulate viewpoints, defend arguments, and address professional dilemmas.
Access to the university’s digital learning environment enabled students to engage flexibly with relevant
resources, promoting self-directed learning according to individual work rhythms.</p>
      <p>
        Pedagogical methods included simulations, scenario-based role-play, business games, peer review,
and CLIL (Content and Language Integrated Learning). Organisational formats encompassed
miniconferences, panel discussions, peer-reviewed talks, and professional workshops. Assessment was
conducted through practical language use tasks, portfolio evaluation, and technical blog/report
submissions [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. The emphasis on professional speaking enabled students to demonstrate linguistic proficiency
and cultivate a personal communication style suited to the engineering field.
      </p>
    </sec>
    <sec id="sec-3">
      <title>3. Interpretation of experimental findings</title>
      <p>The data presented in Table 1 and the diagram in Figure 2 reflect moderate yet steady progress in the
development of key skills in professional language training within the incremental model.</p>
      <p>According to Figure 2, all four skills – cooperation, critical thinking, creativity, and professional
communication – demonstrated a positive progression from Year 1 to Year 4. The most significant
improvement was observed in professional communication (from 6.2% to 53.8%), reflecting its integration
into advanced language tasks. Although the initial levels were relatively low, the results indicate the
steady efectiveness of the incremental model in fostering targeted professional language skills over
time.</p>
      <p>Table 1 shows a comparative overview of skill development across four academic years, illustrating
the progression achieved through the implementation of the incremental model. It highlights percentage
changes in key skill areas.</p>
      <p>Initial measurements conducted during the first year of implementation revealed a generally low
level of professional skill acquisition among students. Specifically, the results indicated the following
performance rates: Cooperation – 28.4%, Critical Thinking – 13.7%, Creativity – 9.5%, and Professional
Communication – 6.2%. These outcomes are characteristic of the initial (adaptive) stage of training and
can be attributed to students’ limited prior exposure to discipline-specific language tasks and a general
lack of experience in engaging with professional communication formats in a foreign language. At
this stage, learners typically require time to adjust to unfamiliar terminologies, task types, and digital
communication tools embedded in the training process.</p>
      <p>By the end of the fourth year, after completing all stages of the incremental model, a substantial
increase was recorded across all assessed indicators: Cooperation – 48.7%, Critical Thinking – 43.3%,
Creativity – 50.1%, and Professional Communication – 53.8%. The overall improvement ranged from
+20.3% to +47.6%, indicating a gradual and systematically structured progression that avoided cognitive
overload or undue instructional pressure. This steady development reflects the efectiveness of the
model in maintaining optimal cognitive engagement while building students’ professional language
competence over time.</p>
      <p>The most significant growth was observed in Professional Communication (+47.6%), which is
consistent with the design of the final stage of the model. At this stage, learners engage with authentic
disciplinary content, prepare and deliver technical presentations, and participate in simulated
professional interactions. Such tasks promote situated language use and require the transfer of theoretical
knowledge to communicative performance within specialised contexts.</p>
      <p>Notable increases were also recorded in Creativity (+40.6%) and Critical Thinking (+29.6%). These
gains are closely linked to the deliberate integration of project-based tasks, problem-solving scenarios,
and analytical assignments throughout the training sequence. The consistent use of such methods
encouraged students to generate original ideas, evaluate information critically, and engage in reflective
language production.</p>
      <p>By contrast, the skill of Cooperation demonstrated the least dynamic growth (+20.3%), which may
point to a relative underemphasis on collaborative learning activities in the later stages of the programme.
This outcome suggests the need for a more sustained focus on group interaction formats, particularly
when individualised or research-focused assignments become more prevalent in senior years.</p>
      <p>Overall, the data indicate that the incremental model supports a stable and logically sequenced
trajectory of professional language development in engineering students. Although growth patterns
were moderate in absolute terms, their consistency and correlation with specific pedagogical
interventions validate the efectiveness of the model. The results confirm that gradual, cumulative progression,
anchored in authentic tasks and methodologically diverse instruction, can yield meaningful advances
in profession-oriented communicative competence within a digitally enhanced academic environment.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusions</title>
      <p>Thus, the proposed incremental model of professional language training has demonstrated its
efectiveness in providing a staged, systematically organised development of key cognitive, communicative, and
social skills essential for the professional development of future engineering specialists. By integrating
cooperation, critical thinking, creativity, and professional communication within successive incremental
stages, the model established a coherent pedagogical system that supports the sustained advancement
of language proficiency within the context of specialised engineering education. Simultaneously, the
model enhances learners’ readiness to engage in professional linguistic practices in settings marked by
interdisciplinary communication and the digital transformation of educational environments. It also
corresponds with the broader transformation of language education in the digital era, which calls for a
rethinking of pedagogical approaches, tools, and formats.</p>
      <p>A distinctive feature of the model lies in its adaptability to the dynamic conditions of digital learning
environments, addressing contemporary challenges while promoting autonomy in learning, critical
evaluation of information, and efective intercultural communication. The implementation relied on
evidence-based pedagogical strategies, including project-based learning, dialogic methods,
problemsolving tasks, brainstorming, work with technical texts, language quests, and project defence formats.
These strategies supported student engagement and ensured the integration of language content with
domain-specific communication. The systematic implementation of incremental stages contributed
not only to improved foreign language competence but also to the development of educational and
professional mobility, reflective practice, and strategic planning of career development. In this context,
the incremental model proves to be an efective tool for integrating linguistic and profession-oriented
components in the training of competitive technical specialists.</p>
    </sec>
    <sec id="sec-5">
      <title>Declaration on Generative AI</title>
      <p>The authors have not employed any Generative AI tools.</p>
    </sec>
  </body>
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