Development Of Education Research Articles

Understanding EFL teachers’ experiences of ChatGPT-driven collaborative reflective practice through a community of practice lens

ABSTRACT Purpose: Despite the acknowledged impact of generative artificial intelligence chatbot (ChatGPT) in the field of education, further research is necessary to explore the potential of ChatGPT in enhancing the professional growth of English as a foreign language (EFL) teachers. Hence, this study aims to uncover how Iranian EFL teachers’ (four novice and four experienced teachers) ChatGPT-driven collaborative reflective practice (CRP), both independently and collaboratively, can contribute to their professional development. Design/methodology/approach: We adopted a transcendental phenomenology approach which encouraged us to eliminate any biases or preconceived notions we may have had regarding the phenomenon under investigation and analyzed the data thematically. Findings: Findings gathered through group discussions, observations, and semi-structured interviews demonstrated that EFL teachers developed professionally through ChatGPT-driven CRP done individually and collaboratively. Teachers’ individual reflection with ChatGPT served as a complementary preparatory step for contributing insightful perspectives during CRP in the community of practice (CoP). Originality/value: Discussion of findings indicates the ways ChatGPT-driven CRP as a new mode can enhance the quality of language teacher education and professional development programs, especially in disadvantaged contexts where mentors and teacher educators are not always available to provide language teachers with reflective feedback.

Will Higher Education Development Influence the Escape from the Middle-income Trap? Insights from Northeast China

This article constructs an index model of higher education development from the 2020 data of 34 prefecture-level cities in Northeast China. GeoDetector was used to find the explanatory power of higher education for economic growth. The stronger the explanatory power, the greater its effect on enabling a city to move beyond the middle-income stage. The results indicated that economically developed cities had advanced levels of higher education development. The development level of higher education in provincial capitals and sub-provincial cities is among the highest in Northeast China. Furthermore, higher education significantly explains economic growth, with the scale of education having a stronger explanatory power than the quality of education. In addition, regional heterogeneity exists in the explanatory power of the scale and quality of education on economic growth. Specifically, the effect of the scale of higher education on economic growth is significantly greater than the quality of higher education in large cities. In contrast, the opposite is true in medium-sized cities. For small cities, the effect of higher education on economic growth is minimal. JEL Classification O11

Full title: Video-based approaches in health education: a systematic review and meta-analysis

This study evaluates the impact of video-based approaches on health education. PUBMED, Web of Science, EMBASE, CENTRAL, and LILACS databases were searched from their inception until November 2022. Randomised controlled trials (RCTs) and non-randomized studies on interventions were included in this review. Studies were grouped according to their reported learning outcomes. A random effects meta-analysis was performed. Meta-regression analyses were used to explore the effects of confounding variables on the overall estimates. Forty studies were included in this meta-analysis. The results showed that video-based learning (VBL) has a significant effect on ‘knowledge acquisition’ in dentistry (Cohen’s d = 2.18), moderate effect in medicine (Cohen’s d = 0.67); moderate effect on ‘skills development’ in medicine (Cohen’s d = 0.76) and nursing (Cohen’s d = 0.59); overall moderate effect on ‘attitude’ (Cohen’s d = 0.74). Egger’s test was performed to assess potential publication bias. VBL offers a valuable educational tool for knowledge acquisition, skill development, and attitude changes in health education. The theoretical and practical implications of these findings are also discussed. To strengthen the evidence base, future research should address the limitations found, such as the high risk of bias (RoB), and employ rigorous study designs when investigating the role of multimedia learning in various academic disciplines.

Research on Path of Promoting the Reform of "Three Education" in Electronic Information Major of Higher Vocational Colleges in New Era

The Ministry of Education clearly proposed the "three education reform" (the reform of teachers, teaching materials, and teaching methods) of vocational colleges in 2019. It focused on enhancing the attractiveness of vocational education and the ability to cultivate talents. In recent years, with the digital transformation of the industry, the integration of "three education" has become a critical path to promote the high-quality development of vocational education. Under the guidance of the new market demands in the new era, the reform of teachers is the leader, the reform of teaching materials is the carrier, and the reform of teaching methods is the medium. Under the premise of meeting the trend of digital and intelligent development of the industry, it can cultivate more comprehensive talents for the society. This paper takes higher vocational colleges as the research object and electronic information major as the research entry point, it analyzes the current situation of the reform of the three education, and propose measures and methods to promote the reform of the three education under the new background in the new era. It can provide support for cultivating comprehensive and professional talents to meet the position needs in the new era.

North Carolina head start teachers’ needs, resources, experiences, and priority for science education and professional development

ABSTRACT Early science learning is a part of preschool curriculum that can have positive outcomes for children’s scientific knowledge and interest. Head Start teachers are well positioned to implement quality science lessons. Through an in-depth needs assessment survey, the current study examined North Carolina preschool Head Start teachers’ responses on needs, resources, experiences with professional development, and personal priority levels for science education. Our analysis revealed that Head Start teachers mostly utilized informal teaching methods and used curricular and organizational resources, but utilizing mealtimes for teaching science had mixed responses. Teachers reported their access to resources and connections to community partnerships. Teachers preferred asynchronous or online PD formats and were motivated by compensation and continuing education credits while accessing PD. Most teachers rated science to be a very or extremely important personal priority. Differences in teacher education, experience, and position levels also influenced the findings of the study. The implication section delineates steps that can be taken toward strengthening science education within Head Start settings along with support that can be provided to teachers.

English Language and Career Development in African Higher Education: An Overview

The internationalization of higher education in most countries is linked to the “global interests” that supplement the supremacy of the English language above academic research functions including conventional research and publications. This paper aims to (1) describe the rationale behind the adoption of the English language in higher education, and (2) to understand the relationship between the English language and career development at African universities. This overview article analyzed relevant resources sourced from databases such as Scopus, Google Scholar, and Web of Science from January 2022 to July 2022 using the PQRS framework as an analytical tool. The analysis of the academic resources identified five main reasons for the adoption of the English language adoption in African universities: ideology, institutional integration, the knowledge society; globalization, and financial dependence. However, there are diverse views about the effect of the English language and career development in universities in Portuguese-speaking countries such as Mozambique. The paper concludes with challenges of English adoption and improvement of language policy schemes for research and publication in a Portuguese-speaking university.

A comprehensive scoping review of global educational strategies and outcomes in aedes-borne disease control

BackgroundAedes mosquito is the primary vector of emerging or re-emerging arboviruses that threaten public health worldwide. Many efforts have been made to develop interventions to control the Aedes mosquito. This scoping review was conducted to identify the nature and scope of educational interventions to prevent and control diseases transmitted through the Aedes mosquito. The findings can be used to evaluate, compare, and develop appropriate control strategies.MethodsThe present scoping review was conducted in 2023 and used Arksey and O’Malley’s approach, which involves five key stages. To search for academic papers, PubMed, Web of Science, Scopus and ScienceDirect databases were used with a combination of keywords about Aedes mosquitoes, educational interventions, and disease prevention and control. The search was not limited by the publication date, yet only included studies published in English. Studies were included that reported the educational interventions about Aedes mosquito control at the community or organizational level. The screening of papers was done based on the PRISMA-ScR guideline. Excel 2019 was used for data analysis.ResultsInitially, 3,172 papers were extracted, and after screenings and reviews, a total number of 45 final papers were selected. The studies focused on educational interventions. Twenty interventional studies were at the organizational level and 25 at the community level. The latter was the most commonly used strategy. Interventions using educational approaches have achieved sustainable results. Out of the forty-five studies, twenty-one were assessed to have a low risk of bias.ConclusionsThe present scoping review evaluates the effectiveness of educational interventions at various community levels for controlling Aedes-borne diseases, emphasizing the need for multidisciplinary collaboration. Controlling Aedes mosquitoes using education and attracting the community’s participation is an effective approach to reduce diseases transmitted through Aedes. The development of education at different levels of the community, such as educational and occupational environments, can play a role in the effectiveness of societal education and can be more cost-effective. Maintaining the effect of this approach is challenging because it requires multi-sector and multidisciplinary team participation and active community engagement over the long term. Further research is required to explore the removal of barriers to the implementation of educational interventions and the consistency of effects.

Peran Guru Pendidikan Agama Katolik dalam Pembentukan Karakter Peserta Didik di Sekolah

The development of character education in schools in modern times is a challenge for Catholic Religious Education teachers in forming a generation with noble character. A Catholic Religious Education teacher is bound by the obligation to carry out the role of shepherd within the scope of education. Catholic Religious Education Teachers play the role of mentors in their duties, namely educating, so they have duties as journalists and educators. As a preacher, a Catholic religious education teacher takes on the task of proclaiming the news of salvation. Meanwhile, as educators, the task of Catholic Religious Education teachers is to guide students towards maturity, both physically and spiritually mature. Students who are spiritually mature will have noble character. To achieve this noble character requires character education which cannot be separated from the role of a Catholic Religious Education Teacher. It is hoped that character education will be able to form a generation whose existence will provide the widest possible benefits in daily life both at home, at school and in society. A literature review approach is used to write articles in order to develop an in-depth understanding to improve the role of Catholic religious education teachers in shaping the character of students in schools. The results of the research in this article conclude that Catholic Religious Education Teachers have an important role in shaping the character of students at school.

PENDIDIKAN ANTI KORUPSI DALAM AL-QURAN (Perskripsi Moral-Religius dalam Memerangi Praktik Rasuah)

This study seeks to integrate anti-corruption education with an Islamic perspective. This study uses a thematic-analytical method whose primary source is the Quran, interpreted from various commentaries. The findings show that, in substance, the Qur'an has taught us not to commit corruption. Phrases found in the Qur'an whose meaning is commensurate with corruption are 'eating other people's property unlawfully' (akl amwal al-nas bi-al-batil), 'eating illegally' (akl al-suht), and bribing judges (al-idla' ila-al-hukkam). This study further shows that corruption falls into the category of unlawful taking away other people's rights, while bribery is one of the doors to this unjust act. Therefore, corruption is a grave sin that will have serious consequences hereafter. The findings of this study can further contribute to the development of anti-corruption education from an Islamic perspective.

Role of Grants in Ensuring Socio-Economic Stability in the Conditions of War in Ukraine

Grant programs are a key tool for solving global human problems. They promote business development, especially businesses founded by women or veterans. In times of crisis, grants become indispensable support for overcoming difficulties. In Ukraine, grants stimulate the development of various spheres of society, supporting reforms, civil society, science, culture and economy, especially in the context of geopolitical and economic challenges. The purpose of the article is to analyze and systematize available grant programs for the population and business in wartime conditions, to determine effective ways to find and receive them. The authors consider grants as free financial assistance provided for the implementation of projects, education or business development. Grants have a number of advantages compared to other financial instruments, such as loans, attracting investors or crowdfunding. In particular, grants do not need to be returned, and they can be raised systematically, which expands the financial capabilities of organizations. The article also discusses the goals of granting grants in wartime, which may include supporting innovation, solving current security problems, developing certain sectors of the economy, and transferring experience and financial resources from more developed countries. In the article, the author analyzes the experience of programs such as "Horizon Europe" and "EU4Business", emphasizing their role in supporting Ukrainian enterprises and the economy. The conclusions of the article indicate that grants are an important source of funding that allows implementing ideas, conducting scientific research, supporting charitable organizations, and improving the quality of life. The article offers an overview of the different types of grants, their advantages and disadvantages, as well as recommendations for finding and receiving grant support, including public and private grant programs.

ДОСЛІДЖЕННЯ ТА АНАЛІЗ МЕТОДІВ ВІЗУАЛІЗАЦІЇ ОСВІТНІХ ПРОГРАМ ТА НАВЧАЛЬНИХ ПЛАНІВ У ВИЩИХ ОСВІТНІХ ЗАКЛАДАХ

The task of the research is to identify the most promising visualization methods that can help students and teachers to increase their understanding of the structure and content of educational programs, improve the planning of the educational process, as well as facilitate the adaptation of programs to the changing requirements of educational standards and the needs of the labor market. The purpose of the study is to analyze the existing methods of visualization of educational programs at the university to identify their effectiveness, areas of application and contribution to improving the quality of the educational process. The research method is an analysis with sequential identification of the most influential features of the studied methods on the final result of data presentation.Data visualization is indispensable for research, analysis and presentation of data, thanks to benefits such as improved audience understanding, effective communication and facilitation of teamwork, identification of patterns and anomalies in the presented material, stronger decision support, accessibility and iterative analysis of the presented material Since the success of becoming a specialist in any field is related to the orientation of students in existing educational programs for different levels of training. In the course of the research, examples of the use of methods of visualization of educational programs in scientific research were analyzed. Since visualization methods can play a key role at all stages of the life cycle of an educational program, from design and development to its direct use, the researched visualization methods allow structuring educational programs, graphically displaying the development of an educational program over time, visually displaying how educational modules and courses are related with educational standards and goals, provide a variety of reports and analytics, identify gaps and identify areas for improvement, integrate external educational resources and materials, organize real-time collaboration, adapt the interface and data presentation to the specific needs of students, teachers and other stakeholders . The result of the research, based on the conducted analysis, are the proposed recommendations for the selection and integration of visualization methods into the educational programs of higher educational institutions.

Entrepreneurial Skills Required for Self-Employment among Electrical Installation Students in Technical Colleges in Adamawa State: A Focus on Managerial, Accounting, and Marketing Competencies

This study investigates the entrepreneurial skills required by Electrical Installation and Maintenance Works (EIMW) trade students in Government Science and Technical Colleges in Adamawa State for successful self-employment. Utilizing a descriptive survey research design, data were collected from a sample of 217 respondents, including administrators, teachers, and students, using a structured questionnaire. The findings reveal that students need a total of 20 managerial skills, with particular emphasis on effective planning and resource control. Additionally, the study identifies 22 essential accounting skills, such as determining profit and loss and knowledge of costing, which are crucial for business survival. In terms of marketing, students require 16 key skills, highlighting the importance of customer loyalty retention and effective communication. These findings emphasize the necessity for educational institutions to enhance their curricula by integrating practical entrepreneurial training. The study also recommends collaboration with local businesses to provide students with real-world experiences and continuous professional development for educators to ensure they are equipped to teach relevant skills.

Effective Pedagogical Strategies and Support Mechanisms for Enhancing the Learning Outcomes of Students with Special Educational Needs: A Systematic Approach

The educational landscape for students with special educational needs (SEN) has seen significant evolution over the years, but challenges persist in creating effective, inclusive learning environments. This paper systematically explores the pedagogical strategies and support mechanisms that have been identified as instrumental in improving learning outcomes for SEN students. Central to this study is the examination of differentiated instruction, individualized education plans (IEPs), and assistive technologies, all of which cater to the varied needs of students who require specialized support. Through a comprehensive literature review, case studies, and empirical data, the research highlights how educators can tailor teaching methods to accommodate diverse learning abilities, thereby fostering better engagement and academic success. Differentiated instruction, a key pedagogical strategy, allows educators to adapt content, process, and products to meet the specific needs of each student. This flexibility ensures that students with cognitive, physical, or sensory disabilities can fully participate in classroom activities, while still maintaining a sense of inclusion and equality. Additionally, support mechanisms such as assistive technologies—ranging from adaptive keyboards and screen readers to speech-to-text software—are proven to be invaluable in helping SEN students overcome traditional learning barriers. These technologies empower students to access educational content in ways that align with their individual capabilities, promoting independence and self-confidence in their learning journeys. Moreover, individualized education plans (IEPs) serve as personalized roadmaps that guide teachers, parents, and specialists in delivering tailored interventions and monitoring each student's progress over time. However, while these strategies and mechanisms offer immense potential for improving learning outcomes, there are significant challenges in their implementation. Many educators face difficulties in adapting their teaching methods due to limited training or insufficient resources, which can hinder the consistent application of these practices. Additionally, schools often struggle with policy constraints and funding limitations, which restrict their ability to provide necessary support, especially in under-resourced regions. The findings of this research underscore the importance of continuous professional development for educators, institutional support for inclusive practices, and strong parental involvement in the educational process. Ultimately, the study advocates for a systematic, multi-faceted approach that integrates pedagogical innovation with adequate support mechanisms. By doing so, the educational system can more effectively cater to the unique needs of SEN students, ensuring that they achieve both academic success and emotional well-being. This paper concludes with practical recommendations for educators and policymakers, offering a roadmap for fostering inclusive, supportive, and effective educational environments for SEN students. Through the combined efforts of educators, parents, and institutions, it is possible to create a more equitable educational landscape where every student, regardless of their learning challenges, is provided the opportunity to thrive.

Partnership Quality, Student’s Satisfaction, and Loyalty: A Study at Higher Education Legal Entities in Indonesia

Abstract Partnership among higher education institutions serves as the central element for sustainable development. The quality of their partnerships is highly necessary for higher education development, specifically in academic infrastructure, curriculum design, pedagogical practices, and financial frameworks. This progression is expected to enhance students’ satisfaction and loyalty. Therefore, this study explores the effects of partnerships among higher education institutions with legal entities on students’ satisfaction and loyalty. Accordingly, this research adopted a quantitative descriptive and regressive survey approach. The research population consisted of students from a university with a legal entity. At the same time, the sample was taken through purposive sampling with the criteria of having interacted or received services from the university’s partner with a legal entity. Data were garnered through questionnaires, which have been declared valid and reliable. The collected data were analyzed using the structural equation model technique through Structural Equation Modeling-Partial Least Squares with SmartPLS 3 application. The research results indicate the following: (1) partnership quality (PQ) directly influences student satisfaction (SS), (2) SS directly affects student loyalty (SL), (3) PQ of higher education institutions with legal entity presents no effects on SL, and (4) PQ indirectly affects SL through SS.

Identifikasi Isu Pendidikan Islam di Era Global: Pengaruh Globalisasi pada Profesi Guru

The era of globalization, which has shaped the modern world, has influenced the education sector with various issues that have significantly transformed society, schools, educators, and students. In the Islamic education sector, globalization presents unique challenges for educators or teachers to demonstrate the relevance of Islamic educational institutions, which emphasize the inculcation of religious values and the development of noble character in their students. To understand the changes and issues affecting Islamic education and to identify the impact of globalization on teachers, this article is compiled using a literature review approach to provide broad and comprehensive descriptive results. From the exploration of several sources and literature, it is found that there are several challenges faced by Islamic education in the global era, such as conformism, the dichotomy between faith-based and scientific knowledge, changes in educational orientation, as well as moral and personality crises. These challenges urge teachers to continually be able and ready to equip themselves with a correct and profound understanding of religion, along with mastery of science and technology, in order to keep pace with the advancement of an information-based and digital society. This can be achieved by instilling the right understanding and practice of Islamic values while being adaptive, responsive, and innovative in addressing changes, namely by balancing globalization with the correct acquisition of knowledge and the use of technology for educational development.

The Diversity of Voices in Universities: A Critical Reflection on Representation Based on Two University Projects in Iceland and Germany

ABSTRACTBackgroundUniversities are deeply rooted in a tradition of exclusivity. However, for the past several years, they have been called upon to develop in an inclusive and socially responsible manner that does justice to the plurality of society. This has led to the emergence of diverse practices and projects around the world that are intended to open up universities to previously excluded and marginalised groups of people. At the same time, findings from postcolonial studies, such as Spivak's discussions on the topic of representation, show that such processes of change must always be accompanied by critical reflection. This article offers a reflexive analysis of two university projects—one in Iceland and one in Germany—where people with learning difficulties are employed as academic staff, engaged in both teaching and research.MethodsThis article is a result of a collaboration between three nondisabled lecturers and three lecturers with learning disabilities, co‐written across three languages—German, Icelandic and English. The authors worked together to explore theories of representation, ensuring that their discussions and writing were accessible to all members, regardless of language or disability. The article discusses two projects from Iceland and Germany.FindingsThe article shows that inclusive higher education developments are necessary. The projects presented in the article have created work opportunities for people with learning disabilities in the previously exclusive setting of the university. The article provides descriptions of the exemplary life paths of the three lecturers with learning disabilities who co‐authored this article. They have had to navigate the precarious balance between being reduced to mere representatives of their disability and contributing valuable academic knowledge. The findings suggest that an inclusive university can foster equitable academic environments, contributing to the transformation of higher education by reflecting diverse viewpoints and experiences.ConclusionsInitiatives in Iceland and Germany highlight significant progress towards more inclusive universities by integrating individuals with learning disabilities into academic roles, challenging traditional power dynamics. Spivak's (2008) concept of representation emphasises the need to include marginalised voices in academic discourse, ensuring they are genuinely reflected. While these efforts are crucial, continuous critical reflection is necessary to avoid reinforcing inequalities. Moving forward, universities must embed inclusion into all aspects of their structures, creating meaningful opportunities for marginalised groups to influence decision‐making. This approach will ensure that representation is transformative and drives genuine social change.

Indie Games for Ethical and Socioemotional Development in Secondary Education

Video games, particularly those developed in the independent scene, are a form of media with great educational possibilities. This work in progress will be completed in three years and it aims to improve teachers video game literacy and help them implementing activities for ethical and socioemotional development (European key competencies 5 and 6) through indie games. Therefore, through design-based research and mixed-method designs, it aims to achieve three goals: (O1) identify the perception and meaning-making processes that teachers and students have about videogames and learning through video games; (O2) design a measurable training program for teachers around the educational possibilities of indie games and help them implement activities for ethical and socioemotional development; and (O3) evaluate the programs impact based on the indicators of key competencies 5 and 6. The project is in its first phases and it will be developed in the next three years. First, representative samples of each agent will be accessed to analyze their beliefs, types of knowledge, and practical experience in the field. Subsequently, four independent video games that promote key competencies 5 and 6 will be selected, and classroom activities will be designed for each of them. Next, teachers from four high schools in Spain (Cantabria, Baleares, Andalucía and Catalonia) will be trained in the use of the educational resources, and they will be accompanied in its implementation with students. Finally, the programs impact on students will be evaluated based on various psychological variables associated with key competences 5 and 6 (e.g., empathy, emotional identification, civic skills, etc.) as well as the participants perceptions of the experience, enabling the generation of design principles for future iterations and for the programs scalability.

Leveling Up Learning: Game Based Learning Initiatives in Canadian Higher Education

Game based learning (GBL), the use of game design elements within non-game contexts such as education, became increasingly popular in the early 2000s, yet empirical evidence about the benefit of games on student learning remains inconclusive. The potential impact of GBL can be influenced, for example, by design elements, context, and discipline. In Canadian higher education, GBL may be housed within departments, the library, or centres for teaching and learning. At our institution, GBL initiatives have only recently begun to surface; for example, the Department of English and Drama has recently launched a games studies minor for undergraduate students, the library has an extensive collection of video games available to borrow, and the academic skills centre has a large collection of board games that are used primarily for social game cafés. While opportunities for curricular connections may exist, our academic skills centre currently lacks staff who have both capacity and expertise in GBL pedagogy. Exploring possibilities for expansion, we aimed to understand the landscape of GBL initiatives across Canadian post-secondary institutions. To achieve this aim, we conducted an environmental scan of over 100 Canadian post-secondary institutions, gathering data such as the existence of GBL programs, category and level of programming (curricular, co-curricular, or research), initiative types, research development, faculty involvement, and availability of additional resources. Findings indicate inconsistencies in definitions used to promote GBL and a concentration of GBL initiatives at the curricular and research levels. The majority of GBL in Canada is led by faculty through course and degree-level programs at both undergraduate and graduate levels. This research gives us insight into GBL program development, challenges, and opportunities for higher education in Canada and globally.

Некоторые основные проблемы экономического развития современной России

The work provides assessments of trends and factors of economic growth in modern Russia. The research was carried out on the basis of constructing econometric models using Rosstat data. Research results show that the main trends in economic development consisted of a decrease in the rate of economic growth and the rate of growth in labor productivity. The main factor of economic growth was the growth of labor productivity. There were no significant trends in changes in the growth rate of employment and the growth rate of accumulated fixed capital. The growth in labor productivity was achieved, to a large extent, due to an increase in the capital intensity of production. The basis for economic development was largely an ineffective archaic mechanism, the mechanism for the formation of an industrial economy. Employment growth had a negative impact on economic growth rates. The results obtained indicate that the most important factors of competitiveness and economic growth - human capital and new technologies - are insufficiently and ineffectively used. They did not ensure an increase in labor productivity due to investing in outdated technologies, attracting workers who do not have high qualifications, which is due to a decline in the quality of education and a reduction in the scale of scientific research and development. Education has largely lost its function of forming human capital. The research and development system does not sufficiently serve as a source of new technologies. The identified problems are obviously due to shortcomings in economic policy, shortcomings in financial management and investment processes, insufficient funding and ineffective management of the education system, research and development.

Boosting Career Success: Innovative Behavioral Measures for Guiding Saudi Secondary School Graduates

This study developed and validated a comprehensive behavioral measure for career guidance among secondary school graduates in Saudi Arabia, aiming to integrate soft skills, personality traits, attitudes, and cognitive factors to fill gaps in existing career guidance frameworks. Using a cross-sectional design, data were collected from 814 secondary school students (M_age = 16.47) from diverse urban (n = 407) and rural (n = 407) settings in Saudi Arabia. Multigroup latent profile analyses (LPA) were employed to identify distinct career decision-making profiles among students. The study explored whether urban and rural students exhibited different patterns of engagement in career guidance behaviors. Three distinct engagement profiles were identified: high, moderate, and low engagement, consistent across both settings. High engagement profiles were characterized by high self-efficacy, proactive career exploration, and low anxiety, linked to better career decision outcomes and greater satisfaction with career guidance. Variance analysis using the Games-Howell post hoc test was conducted to compare the profiles based on key behavioral measures such as self-efficacy, career exploration behavior, and anxiety. To further understand the contextual factors influencing these profiles, a multinomial regression analysis examined the impact of teacher support and resilience on career guidance engagement levels. Results indicated that higher levels of teacher support and resilience significantly predicted membership in high engagement profiles. These findings highlight the importance of incorporating behavioral components into career guidance programs, particularly those tailored to address the specific needs of urban and rural students in Saudi Arabia, ultimately supporting the broader educational and workforce development goals of Vision 2030.