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	<title>continuous professional development for teachers &#8211; Science</title>
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	<title>continuous professional development for teachers &#8211; Science</title>
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		<title>As AI Revolutionizes Education, New Article Explores the Human Side of Teaching</title>
		<link>https://scienmag.com/as-ai-revolutionizes-education-new-article-explores-the-human-side-of-teaching/</link>
		
		<dc:creator><![CDATA[Courtney Benton]]></dc:creator>
		<pubDate>Tue, 26 May 2026 18:35:36 +0000</pubDate>
				<category><![CDATA[Science Education]]></category>
		<category><![CDATA[AI and digital transformation in classrooms]]></category>
		<category><![CDATA[AI challenges in education]]></category>
		<category><![CDATA[AI impact on education]]></category>
		<category><![CDATA[continuous professional development for teachers]]></category>
		<category><![CDATA[educator mindset and student development]]></category>
		<category><![CDATA[evolving role of educators]]></category>
		<category><![CDATA[future of education and technology]]></category>
		<category><![CDATA[human qualities in teaching]]></category>
		<category><![CDATA[inclusive classroom environments]]></category>
		<category><![CDATA[lifelong learning in teaching]]></category>
		<category><![CDATA[pedagogical methods for diverse learners]]></category>
		<category><![CDATA[social cohesion in education]]></category>
		<guid isPermaLink="false">https://scienmag.com/as-ai-revolutionizes-education-new-article-explores-the-human-side-of-teaching/</guid>

					<description><![CDATA[As artificial intelligence (AI) and digital technologies continue to permeate every facet of society, their profound influence on the educational landscape is becoming increasingly evident. A recent article in the ECNU Review of Education, authored by Andreas Schleicher of the OECD, delves deeply into the evolving demands placed upon educators in this era dominated by [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>As artificial intelligence (AI) and digital technologies continue to permeate every facet of society, their profound influence on the educational landscape is becoming increasingly evident. A recent article in the ECNU Review of Education, authored by Andreas Schleicher of the OECD, delves deeply into the evolving demands placed upon educators in this era dominated by AI. Published on May 13, 2026, the article critically examines what quality teaching entails amid rapid technological transformations, emphasizing that the future of education hinges as much on human qualities as on technological sophistication.</p>
<p>Teaching has historically been a complex vocation demanding a broad spectrum of skills and knowledge. Today, these expectations are intensifying. Educators are no longer simply conveyors of content knowledge; they must adeptly navigate diverse classrooms, employ robust pedagogical methods, and cultivate inclusive environments that embrace social cohesion. A new dimension to their role is the expectation to model lifelong learning behaviors. As Schleicher points out, the propensity for students to embrace continuous learning is markedly influenced by witnessing their teachers engage persistently in knowledge expansion and critical inquiry, thus reinforcing the interplay between educator mindset and student development.</p>
<p>The introduction of AI and widespread digitalization has injected unprecedented complexity into the teaching profession. Teachers face the daunting task of managing vast streams of information without succumbing to overload, contending with new ethical considerations such as digital plagiarism, and safeguarding students against a wide array of online dangers including fraud, privacy breaches, and cyberbullying. The article underscores that educators must equip students with critical thinking skills tailored specifically to digital literacy, fostering their ability to discern reliable sources and become savvy consumers of vast online data. This shift pushes teaching far beyond the traditional realms of academic instruction into a multi-dimensional arena requiring vigilance and adaptability.</p>
<p>Technological tools like AI are characterized as inherently neutral, holding transformative potential but also bearing risks that can deepen inequalities. The article argues that AI can democratize education by enabling learning that is personalized and accessible, catering to individual learner profiles and crafting flexible pathways that give students greater governance over their learning timelines and modalities. However, such benefits are nuanced; AI may inadvertently reinforce educational disparities due to uneven access or algorithmic biases. The COVID-19 pandemic illuminated these disparities vividly, illustrating how technology can both bridge and widen gaps in educational equity depending on context and implementation.</p>
<p>An important technical critique within the article is AI’s dual capacity to both empower and constrain educators. On one hand, AI-driven analytics can aid teachers in designing innovative, data-informed learning experiences that adapt dynamically to student needs. On the other, it can curtail teacher autonomy by fostering dependence on predetermined algorithms or scripted lesson plans, potentially stifling creativity and professional judgment. This duality calls for a deliberate balance in integrating technology, ensuring that human expertise remains central rather than subordinated to machine-driven processes.</p>
<p>Central to Schleicher’s argument is the irreplaceable value of human capacities in education—particularly in areas where AI falls short. Emotional intelligence, empathy, and social skills are complex human traits that profoundly impact student well-being and development. Many individuals retrospectively attribute significant personal and academic successes to teachers who provided genuine care and emotional support, qualities that resist quantification yet are foundational to effective education. These human dimensions cannot be replicated by AI, underscoring the necessity of preserving and nurturing these competencies in the teaching workforce.</p>
<p>Professional judgment emerges as another critical human trait highlighted by the article. Classrooms are dynamic and unpredictable ecosystems shaped by diverse student backgrounds, fluctuating resources, and emergent challenges. Effective teaching requires educators to apply their expertise creatively and responsively, integrating subject matter knowledge with pedagogical flexibility. This interplay involves constant real-time decision-making that technology, as yet, cannot replicate fully, emphasizing the sophisticated cognitive and affective labor inherent in teaching.</p>
<p>Teaching is thus framed as both an art and a science. The scientific aspect involves leveraging evidence-based strategies derived from research on learning processes, cognitive development, and educational psychology. Concurrently, teaching is an art, demanding sensitivity to contextual nuances and unique learner needs, alongside the creative capacity to adapt methodologies innovatively. The article asserts that the synergy of these dimensions enables teachers to craft personalized and effective learning experiences within complex classroom environments.</p>
<p>Moreover, Schleicher argues for a future of education where teachers are not merely implementers of technology but active designers of learning experiences. As &#8220;critical guides&#8221; in a digital world, educators should wield technology thoughtfully, integrating it with human judgment and empathy to facilitate meaningful, equitable learning opportunities. Embracing this dual responsibility involves continual professional development, critical reflection on technological tools, and an ongoing commitment to student-centered pedagogy.</p>
<p>The role of teacher as a role model is also accentuated, particularly within the context of AI’s rise. Students observing teachers who demonstrate curiosity, adaptability, and lifelong learning habits are more inclined to cultivate similar traits themselves. This modeling is imperative in a digital society where learning is no longer confined to classrooms but is a pervasive, lifelong endeavor informed by rapidly evolving digital environments.</p>
<p>Finally, the article stresses that the trajectory of education will be defined by the capacity to integrate technological innovations with the preservation of core human educational values. Fostering a balanced relationship between artificial intelligence and human capacities will ensure that education systems not only harness the power of advanced technologies but also maintain their commitment to nurturing socially and emotionally competent individuals with strong critical thinking skills.</p>
<p>In conclusion, Andreas Schleicher’s article offers a compelling and nuanced perspective on the profound transformation of the teaching profession in the digital age. While AI presents significant opportunities to enhance learning accessibility and personalization, the article convincingly argues that the heart of quality teaching remains grounded in humanity. Emotional intelligence, professional judgment, creativity, and the artful application of pedagogical science are indispensable to ensuring that education remains a domain where human potential can truly flourish amid technological change.</p>
<p><strong>Subject of Research</strong>: Not applicable<br />
<strong>Article Title</strong>: Quality Teaching in the Age of AI: Shining Glory of Humanity in Teaching Profession<br />
<strong>News Publication Date</strong>: 13-May-2026<br />
<strong>Web References</strong>: <a href="https://journals.sagepub.com/doi/10.1177/20965311261421964">https://journals.sagepub.com/doi/10.1177/20965311261421964</a><br />
<strong>References</strong>: No additional references beyond the article itself were provided.<br />
<strong>Image Credits</strong>: Not provided</p>
<p><strong>Keywords</strong>: Education, Teaching, Artificial Intelligence, Digital Technologies, Pedagogy, Lifelong Learning, Educational Equity, Emotional Intelligence, Teacher Autonomy, Adaptive Learning, Educational Innovation, Classroom Dynamics</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">161546</post-id>	</item>
		<item>
		<title>Boosting Rwandan Teachers&#8217; Skills in Math and Science</title>
		<link>https://scienmag.com/boosting-rwandan-teachers-skills-in-math-and-science/</link>
		
		<dc:creator><![CDATA[Courtney Benton]]></dc:creator>
		<pubDate>Wed, 28 Jan 2026 20:38:46 +0000</pubDate>
				<category><![CDATA[Science Education]]></category>
		<category><![CDATA[continuous professional development for teachers]]></category>
		<category><![CDATA[education challenges in Rwanda]]></category>
		<category><![CDATA[enhancing student learning experiences]]></category>
		<category><![CDATA[improving math teaching skills]]></category>
		<category><![CDATA[innovative teaching methodologies]]></category>
		<category><![CDATA[lifelong learning for educators]]></category>
		<category><![CDATA[lower secondary school education]]></category>
		<category><![CDATA[pedagogical strategies improvement]]></category>
		<category><![CDATA[Rwanda education reform]]></category>
		<category><![CDATA[science education enhancement]]></category>
		<category><![CDATA[teacher performance in math and science]]></category>
		<category><![CDATA[teacher training programs in Rwanda]]></category>
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					<description><![CDATA[In Rwanda, a transformative shift is occurring within the realm of education, particularly in the fields of mathematics and science. Recent research spearheaded by Nyirahabimana, Karegeya, and Ntihabose has illuminated the pivotal role of continuous professional development (CPD) for teachers in lower secondary schools. This innovative study meticulously examines how sustained training programs can elevate [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In Rwanda, a transformative shift is occurring within the realm of education, particularly in the fields of mathematics and science. Recent research spearheaded by Nyirahabimana, Karegeya, and Ntihabose has illuminated the pivotal role of continuous professional development (CPD) for teachers in lower secondary schools. This innovative study meticulously examines how sustained training programs can elevate pedagogical strategies, leading not only to improved teacher performance but also to enhanced learning experiences for students.</p>
<p>As the education system in Rwanda strives to meet the challenges of a rapidly evolving global landscape, the integration of CPD initiatives serves as a beacon of hope, promising to equip teachers with vital skills necessary for instilling mathematical and scientific knowledge. With an emphasis on innovative teaching methodologies, the research underscores the necessity for educators to engage in lifelong learning. This alignment of teacher development with the dynamic nature of the subjects they teach is increasingly recognized as essential for fostering a generation of learners who can navigate the complexities of modern society.</p>
<p>One of the key findings of the study reveals that teachers who actively participate in CPD programs exhibit a notable improvement in their pedagogical knowledge. This enhancement in knowledge does not merely translate into better teaching practices but also cultivates a more stimulating classroom environment. When teachers are well-trained and confident in their instruction, their enthusiasm often permeates the classroom, fostering a culture of curiosity and active learning among students. In contrast, teachers lacking adequate training may struggle to engage students effectively, leading to a less productive educational experience.</p>
<p>The research further highlights that continuous professional development is not a one-size-fits-all solution; rather, it must be tailored to address the specific needs and contexts of teachers in Rwanda. This includes understanding the diverse backgrounds of students, the socio-economic realities of families, and the resources available within the school environment. By customizing professional development programs to address these local dynamics, the training becomes more relevant and impactful, thus reinforcing the importance of context in educational strategies.</p>
<p>An intriguing aspect of the study is how CPD initiatives foster collaboration among teachers. The research suggests that professional growth is often enriched by shared experiences and collective problem-solving. When educators come together to discuss challenges and share successes, they create a support network that extends beyond traditional professional boundaries. This collaborative spirit not only enhances teaching quality but builds a sense of community among educators, which can be crucial in a challenging work environment.</p>
<p>Moreover, the researchers advocate for the incorporation of technology in CPD programs. In today’s digital age, integrating technology into teaching practices is no longer optional; it is imperative. The study points out that teachers who are adept at using technological tools demonstrate significantly improved instructional methods. They are better equipped to engage students, utilize interactive resources, and analyze data to guide their teaching decisions. This incorporation of tech-savvy strategies prepares students for a world where digital literacy is increasingly paramount.</p>
<p>The implications of the research extend beyond the classroom. Enhanced pedagogical knowledge among teachers has the potential to impact student achievement significantly. As students begin to grasp complex mathematical concepts and scientific principles more readily, their confidence and interest in these subjects can soar. This phenomenon is particularly crucial in Rwanda, where a foundation in STEM (science, technology, engineering, and mathematics) is essential for driving national development and economic growth.</p>
<p>Furthermore, the study underscores the need for ongoing evaluation of CPD programs. It is not enough for teachers to participate in one-off training sessions; the benefits of continuous learning must be regularly assessed and adapted based on emerging educational needs. An effective CPD program should incorporate feedback mechanisms to ensure that it evolves alongside both teacher and student requirements. By fostering an environment of continuous improvement, educational institutions can ensure that the quality of teaching remains high and responds dynamically to the changing educational landscape.</p>
<p>As Rwanda continues to prioritize education as a key pillar for socio-economic development, the findings from this research offer critical insights for policymakers and educational leaders. Addressing the pedagogical needs of teachers through structured CPD initiatives can significantly enhance the overall quality of education in the country. This aligns with national goals of fostering a knowledgeable workforce poised to tackle developmental challenges and contribute positively to society.</p>
<p>In conclusion, the research conducted by Nyirahabimana, Karegeya, and Ntihabose presents a compelling argument for the implementation of continuous professional development in Rwandan lower secondary schools. By investing in the professional growth of teachers, the country can positively influence educational outcomes, ensuring that students are not only well-educated but also prepared to thrive in an increasingly complex world. The adoption of these findings can propel Rwanda towards achieving its educational aspirations while simultaneously building a strong foundation for future generations.</p>
<p>The potential for growth is enormous, and the collective commitment from educators, administrators, and policymakers is vital. With the right support and resources, Rwandan teachers can be empowered to transform their classrooms into vibrant hubs of learning, where students are encouraged to question, explore, and discover the wonders of mathematics and science.</p>
<hr />
<p><strong>Subject of Research</strong>: Continuous Professional Development (CPD) for Teachers in Mathematics and Science Education in Rwanda</p>
<p><strong>Article Title</strong>: Contribution of continuous professional development in enhancing teachers’ pedagogical knowledge of teaching mathematics and science in Rwandan lower secondary schools.</p>
<p><strong>Article References</strong>:</p>
<p class="c-bibliographic-information__citation">Nyirahabimana, P., Karegeya, C., Ntihabose, R. <i>et al.</i> Contribution of continuous professional development in enhancing teachers’ pedagogical knowledge of teaching mathematics and science in Rwandan lower secondary schools.<br />
                    <i>Discov Educ</i>  (2026). https://doi.org/10.1007/s44217-026-01150-4</p>
<p><strong>Image Credits</strong>: AI Generated</p>
<p><strong>DOI</strong>: 10.1007/s44217-026-01150-4</p>
<p><strong>Keywords</strong>: Continuous Professional Development, Teacher Training, Pedagogical Knowledge, Mathematics Education, Science Education, Rwanda, Educational Outcomes, Collaboration, Technology Integration, Student Achievement, Teacher Empowerment.</p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">132173</post-id>	</item>
		<item>
		<title>Pre-Service Education Boosts Inclusive Preschool Training Effectiveness</title>
		<link>https://scienmag.com/pre-service-education-boosts-inclusive-preschool-training-effectiveness/</link>
		
		<dc:creator><![CDATA[Courtney Benton]]></dc:creator>
		<pubDate>Thu, 31 Jul 2025 20:00:17 +0000</pubDate>
				<category><![CDATA[Social Science]]></category>
		<category><![CDATA[continuous professional development for teachers]]></category>
		<category><![CDATA[dynamic teacher education approach]]></category>
		<category><![CDATA[early childhood education strategies]]></category>
		<category><![CDATA[empirical research on teacher training]]></category>
		<category><![CDATA[enhancing instructional effectiveness]]></category>
		<category><![CDATA[fostering inclusive learning environments]]></category>
		<category><![CDATA[inclusive pedagogical practices]]></category>
		<category><![CDATA[inclusive preschool education]]></category>
		<category><![CDATA[intersection of pre-service and in-service training]]></category>
		<category><![CDATA[pre-service teacher training effectiveness]]></category>
		<category><![CDATA[teacher development paradigms]]></category>
		<category><![CDATA[teacher education in China]]></category>
		<guid isPermaLink="false">https://scienmag.com/pre-service-education-boosts-inclusive-preschool-training-effectiveness/</guid>

					<description><![CDATA[In the evolving landscape of early childhood education, fostering truly inclusive environments has become an urgent priority worldwide. A groundbreaking new study sheds light on the critical intersection between pre-service education and in-service training for inclusive preschool teachers, revealing transformative insights that could reshape teacher development paradigms, particularly within the context of China’s rapidly diversifying [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In the evolving landscape of early childhood education, fostering truly inclusive environments has become an urgent priority worldwide. A groundbreaking new study sheds light on the critical intersection between pre-service education and in-service training for inclusive preschool teachers, revealing transformative insights that could reshape teacher development paradigms, particularly within the context of China’s rapidly diversifying classrooms. This pioneering research presents compelling empirical evidence suggesting that the integration of pre-service and continuous professional training is not only beneficial but essential for preparing educators to meet the complex demands of inclusive pedagogical practice.</p>
<p>At the heart of the study lies a nuanced examination of how different stages of teacher education interact to influence instructional effectiveness. Pre-service education—the foundational training teachers receive prior to entering the classroom—has traditionally been treated as a separate entity from in-service professional development programs. However, this research disrupts that dichotomy by demonstrating how pre-service competencies directly enhance or inhibit the success of ongoing training efforts once teachers transition into active employment. This linkage points to a need for policymakers and educational stakeholders to envision teacher education as a continuous, dynamic journey rather than a segmented process.</p>
<p>A key takeaway from this investigation is the practical guidance it offers for redesigning course components in both academic and professional development settings. Rather than applying a uniform “one-size-fits-all” approach, the study advocates for differentiated training pathways tailored to the diverse backgrounds and competency levels of teachers. Such an approach demands sophisticated diagnostic frameworks that accurately identify educators’ existing skills and gaps, allowing for targeted and impactful interventions. For example, teachers with extensive prior training in inclusive education might be challenged with advanced pedagogical tasks, while those with limited exposure could benefit from more foundational knowledge enhancement coupled with practice-driven learning communities.</p>
<p>Central to the recommendations is the role of educational policy in establishing robust regulatory frameworks that better align institutional curricula with the realities of inclusive preschool education. The researchers stress that policy refinement is not merely about compliance but about empowering schools and training institutions to design content that authentically reflects the challenges educators face in inclusive classrooms. This policy-driven realignment would ensure that resource allocation supports specialized instruction, state-of-the-art facility development, and the recruitment of top-tier experts capable of delivering high-quality, contextually relevant teacher training.</p>
<p>The practical application of simulation-based methodologies emerges prominently within the study’s discourse. Simulation teaching allows pre-service educators to immerse themselves in realistic classroom scenarios, equipping them with experiential knowledge that bridges theoretical understanding and actual practice. This method not only sharpens their inclusive teaching competencies but also prepares them for adaptive responses to diverse learner needs. Additionally, strategic classroom placements and partnerships with special education schools are highlighted as critical avenues for enriched experiential learning, providing pre-service teachers with firsthand exposure to the multifaceted realities of educating children with varying abilities.</p>
<p>Another revolutionary aspect of the research lies in its call for scalable collaboration models between pre-service training institutions and inclusive educational settings. Such partnerships promise to deepen trainee teachers’ contextual knowledge by facilitating direct interaction with children who present diverse developmental profiles. By witnessing and engaging with these learners, educators can cultivate a more nuanced appreciation of inclusive education’s complexities, themes that simple textual or lecture-based instruction cannot adequately convey. This immersive learning is posited as a key driver for cultivating teacher resilience, empathy, and pedagogical flexibility.</p>
<p>Furthermore, the study highlights the importance of disrupting traditional models of in-service training that often apply uniform content and delivery regardless of teacher experience or prior qualifications. The researchers propose an innovative “efficacy diagnosis-precision matching” mechanism, intended to tailor professional development plans with high granularity. This model ensures that each educator receives a development pathway that matches their unique profile, thereby maximizing the transferability and sustainability of skills gained from in-service training programs. Such individualized progression paths are envisioned to keep all teachers professionally vital and responsive to emerging educational challenges.</p>
<p>Technology integration and resource specialization also figure prominently within the framework outlined in the paper. With increasing demands for customized, interactive learning experiences, digital tools and intelligent assessment systems are positioned as pivotal components in future teacher education models. The creation of communities of practice, leveraging both physical and virtual platforms, is promoted as a strategy to foster ongoing peer learning and knowledge transformation. These communities could serve as incubators for innovation, constantly evolving practitioner knowledge through collaborative problem-solving and the sharing of evidence-based strategies.</p>
<p>Underpinning these recommendations is a recognition of the socio-political context shaping Chinese early childhood education. With inclusivity becoming a national and global imperative, the Chinese education system faces pressing challenges in scaling teacher preparedness to meet diverse learner needs effectively. The study’s implications extend beyond China’s borders, offering valuable lessons for any nation grappling with similar demands for equitable and inclusive preschool education. Its findings suggest that systemic shifts towards integrated, practice-based teacher education models are not only preferable but necessary.</p>
<p>The methodological rigor behind the research offers additional assurance of its relevance and applicability. Utilizing potential profile analysis, the researchers dissected teacher cohorts to identify nuanced educational trajectories and their relation to professional development outcomes. This analytical approach enables a fine-grained understanding of heterogeneity among teachers—a layer of nuance often missing in broader evaluations of teacher training efficacy. The insights gained hold promise for the design of future empirical studies that refine and validate optimized training protocols.</p>
<p>Beyond institutional reforms, the study calls attention to the broader ecosystem required for successful inclusive education. This includes comprehensive stakeholder engagement—from policymakers and academic institutions to frontline educators and families. Aligning these stakeholders around shared goals and values is posited as a cornerstone of sustainable innovation in teacher development frameworks. Such alignment could facilitate smoother transitions between pre-service education and subsequent career-long professional development, ultimately enhancing teacher efficacy and learner outcomes.</p>
<p>Critically, the research underscores the value of early investment in teacher quality as a lever to boost inclusive education’s overall impact. Effective pre-service programs lay the groundwork for skilled in-service training, creating an educational feedback loop that benefits children with disabilities and developmental differences. When teachers are better prepared before entering classrooms, their capacity to adapt and innovate in real-time settings is significantly enhanced. This synergy between foundational training and ongoing professional learning represents the future of inclusive education pedagogy.</p>
<p>In essence, the study contributes to an emerging global dialogue about reimagining teacher development in an era of diversity and complexity. By illuminating the interconnected roles of initial education, advanced training, policy frameworks, and collaborative practice, it makes a persuasive case for holistic, integrated systems that nurture teacher growth at every stage. Its findings are poised to inspire not only education policymakers in China but also international stakeholders committed to achieving meaningful inclusion from the earliest years of education.</p>
<p>As education systems worldwide pursue effective strategies to prepare teachers for diverse classrooms, this study serves as a clarion call to move beyond fragmented, episodic training toward sustained, evidence-based developmental models. The authors’ vision of an “efficacy diagnosis-precision matching” mechanism is particularly timely, exemplifying how innovative educational science can translate into practical, scalable solutions designed to meet real-world complexities. Through such innovations, the prospect of truly inclusive and empowering preschool education moves closer to reality.</p>
<p>Finally, this work highlights the indispensable role of research in bridging theory and practice within teacher education. Its interdisciplinary approach, combining education science, policy analysis, and empirical evaluation, offers a replicable template for other contexts seeking to enrich teacher preparation and professional learning. As organizations and governments absorb these insights, the hope is that future cohorts of preschool educators will emerge more confident, capable, and committed to nurturing inclusive learning environments—thereby unlocking the full potential of every young learner.</p>
<hr />
<p><strong>Subject of Research</strong>: The impact of pre-service education on the effectiveness of in-service training for inclusive preschool teachers in China.</p>
<p><strong>Article Title</strong>: Impact of pre-service education on the effectiveness of in-service training for inclusive preschool teachers in China: a potential profile analysis.</p>
<p><strong>Article References</strong>:<br />
Lei, Y., Wei, Y., Ma, Y. <em>et al.</em> Impact of pre-service education on the effectiveness of in-service training for inclusive preschool teachers in China: a potential profile analysis. <em>Humanit Soc Sci Commun</em> <strong>12</strong>, 1218 (2025). <a href="https://doi.org/10.1057/s41599-025-05576-3">https://doi.org/10.1057/s41599-025-05576-3</a></p>
<p><strong>Image Credits</strong>: AI Generated</p>
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