Category: better

  • Understanding how inflation affects teacher well-being and career decisions

    Understanding how inflation affects teacher well-being and career decisions

    Key points:

    In recent years, the teaching profession has faced unprecedented challenges, with inflation emerging as a significant factor affecting educators’ professional lives and career choices. This in-depth examination delves into the complex interplay between escalating inflation rates and the self-efficacy of educators–their conviction in their capacity to proficiently execute their pedagogical responsibilities and attain the desired instructional outcomes within the classroom environment.

    The impact of inflation on teachers’ financial stability has become increasingly evident, with many educators experiencing a substantial decline in their “real wages.” While nominal salaries remain relatively stagnant, the purchasing power of teachers’ incomes continues to erode as the cost of living rises. This economic pressure has created a concerning dynamic where educators, despite their professional dedication, find themselves struggling to maintain their standard of living and meet basic financial obligations.

    A particularly troubling trend has emerged in which teachers are increasingly forced to seek secondary employment to supplement their primary income. Recent surveys indicate that approximately 20 percent of teachers now hold second jobs during the academic year, with this percentage rising to nearly 30 percent during summer months. This necessity to work multiple jobs can lead to physical and mental exhaustion, potentially compromising teachers’ ability to maintain the high levels of energy and engagement required for effective classroom instruction.

    The phenomenon of “moonlighting” among educators has far-reaching implications for teacher self-efficacy. When teachers must divide their attention and energy between multiple jobs, their capacity to prepare engaging lessons, grade assignments thoroughly, and provide individualized student support may be diminished. This situation often creates a cycle where reduced performance leads to decreased self-confidence, potentially affecting both teaching quality and student outcomes.

    Financial stress has also been linked to increased levels of anxiety and burnout among teachers, directly impacting their perceived self-efficacy. Studies have shown that educators experiencing financial strain are more likely to report lower levels of job satisfaction and decreased confidence in their ability to meet professional expectations. This psychological burden can manifest in reduced classroom effectiveness and diminished student engagement.

    Perhaps most concerning is the growing trend of highly qualified educators leaving the profession entirely for better-paying opportunities in other sectors. This “brain drain” from education represents a significant loss of experienced professionals who have developed valuable teaching expertise. The exodus of talented educators not only affects current students but also reduces the pool of mentor teachers available to guide and support newer colleagues, potentially impacting the professional development of future educators.

    The correlation between inflation and teacher attrition rates has become increasingly apparent, with economic factors cited as a primary reason for leaving the profession. Research indicates that districts in areas with higher costs of living and significant inflation rates experience greater difficulty in both recruiting and retaining qualified teachers. This challenge is particularly acute in urban areas where housing costs and other living expenses have outpaced teacher salary increases.

    Corporate sectors, technology companies, and consulting firms have become attractive alternatives for educators seeking better compensation and work-life balance. These career transitions often offer significantly higher salaries, better benefits packages, and more sustainable working hours. The skills that make effective teachers, such as communication, organization, and problem-solving, are highly valued in these alternative career paths, making the transition both feasible and increasingly common.

    The cumulative effect of these factors presents a serious challenge to the education system’s sustainability. As experienced teachers leave the profession and prospective educators choose alternative career paths, schools face increasing difficulty in maintaining educational quality and consistency. This situation calls for systematic changes in how we value and compensate educators, recognizing that teacher self-efficacy is intrinsically linked to their financial security and professional well-being.

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  • How AI is streamlining special education

    How AI is streamlining special education

    Key points:

    Districts nationwide are grappling with increased special education demands amid persistent staff shortages and compliance pressures. At the intersection of technology and student support, Maura Connor, chief operating officer of Better Speech, is leading the launch of Streamline, an AI-powered special education management platform designed to ease administrative burdens and enhance service delivery.

    In this Q&A, Connor discusses the realistic, responsible ways AI can empower educators, optimize workflows, and foster stronger connections between schools and families.

    1. Many districts are experiencing an increase in special education caseloads while struggling with staff shortages and retention. From your perspective, where can AI most realistically help relieve pressure on special educators without compromising their quality of service?

    AI is most impactful when it handles time-intensive, repetitive tasks that don’t require nuanced human judgment. For example, AI can assist in drafting initial progress or intervention notes and tracking intervention outcomes to help identify students who may need additional support. By automating these administrative tasks, special educators and service providers can spend more time delivering direct instruction or therapy, collaborating with colleagues, and planning individualized support for students.

    Importantly, AI is a tool that augments, not replaces, human expertise. It can relieve pressure in the special education ecosystem while allowing educators to maintain the high-quality services students need.

    2. Special education leaders need to balance efficiency with compliance when it comes to IEP evaluations and goals. How can AI help schools and districts with this?

    AI can standardize data collection and analysis, ensuring evaluations capture all legally required components while reducing the manual burden. Advanced AI analytics can also flag potential compliance gaps before they become serious risks and help identify patterns across a student’s performance.

    For case managers and providers, especially those new to special education, AI can accelerate skill-building by helping draft legally-defensible, evidence-based IEP goals and recommendations. Rather than spending hours on formatting and documentation, this allows educators and administrators to focus on meaningful decision-making, personalized student support, and family engagement.

    3. Beyond easing paperwork, what are some practical ways school and district leaders can use AI to reallocate staff time toward more student-facing work?

    AI can help leaders identify trends and bottlenecks across their special education programs, such as caseload imbalances, scheduling inefficiencies, budget planning, or capacity in high-demand intervention areas. By surfacing these insights, districts can make data-informed staffing adjustments, prioritize coaching and professional development, and streamline workflows so teachers and service providers are freed up for individual instruction, small-group interventions, and collaborative planning.

    Essentially, AI can turn administrative time into actionable intelligence that translates directly into better targeted student support.

    4. When it comes to parent engagement, how can AI support stronger, more transparent communication between schools and families?

    Parent engagement in the special education process can be a sensitive experience for districts and families alike. And, it’s a critical challenge we often hear about from leaders and teachers.

    AI relieves some of the pressure by generating clear, real-time updates on student progress. In this way, AI can increase transparency and communication, helping families stay informed and engaged without overwhelming staff through repetitive outreach. For example, automated notifications about milestones, progress toward IEP goals, or upcoming meetings can ensure families receive timely, understandable information.

    AI can also assist in translating materials for non-English-speaking families, creating more equitable access to information and empowering parents to be active partners in their child’s education.

    5. Given the growing availability and use of generative AI tools, how can school and district leaders set guardrails to ensure educators use these tools ethically and securely?

    Responsible and ethical use of AI in education starts with districts setting clear policies and engaging in targeted professional development. Leaders should define boundaries around student data privacy, clarify when AI outputs require human review, and provide training on responsible AI use. AI should always enhance staff capacity without compromising student safety or the integrity of decision-making. Since AI can “hallucinate,” it is absolutely critical that educators and providers use their own professional and clinical judgment in reviewing and approving any recommendations generated by AI. Districts should also consider using a proprietary, evidence-based LLM engine instead of open-source AI tools to lessen this risk.

    Establishing guardrails also means monitoring usage, maintaining transparency with families, and fostering a culture where AI is a support, not a replacement, for professional and clinical judgment.

    6. Overall, what role can AI-powered analytics play in helping school and district leaders make more data-driven, proactive decisions?

    AI-powered analytics can transform reactive management into proactive planning. By aggregating and analyzing multiple data points–from academic performance to intervention outcomes–leaders can identify trends and potential compliance issues before they become legal risks. District leaders can also allocate resources more strategically and design targeted programs for students who need the most support or readily plan for coverage or extra resources when settings need to increase capacity.

    Overall, AI’s predictive capability can help districts move beyond compliance toward strategic continuous improvement, ensuring every decision is informed by actionable insights rather than intuition alone.

    Maura Connor is Chief Operating Officer of Better Speech, where she leads the launch of Streamline, an AI-powered special education management platform that reduces administrative burden and empowers schools to better support students and families. With extensive leadership experience across education and healthcare technology, she specializes in scaling organizations, driving innovation, and advancing solutions that improve outcomes for children and communities.

    Laura Ascione
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  • Most students, educators use AI–but opinions differ on ethical use

    Most students, educators use AI–but opinions differ on ethical use

    Key points:

    As generative AI continues to gain momentum in education each year, both its adoption and the attitudes toward its use have steadily grown more positive, according to a new report from Quizlet.

    The How America Learns report explores U.S. student, teacher, and parent perspectives on AI implementation, digital learning and engagement, and success beyond the classroom.

    “At Quizlet, we’ve spent nearly two decades putting students at the center of everything we do,” said Quizlet CEO Kurt Beidler. “We fielded this research to better understand the evolving study habits of today’s students and ensure we’re building tools that not only help our tens of millions of monthly learners succeed, but also reflect what they truly need from their learning experience.”

    AI becomes ubiquitous in education
    As generative AI solutions gain traction in education year over year, adoption and attitudes towards the technology have increased and improved. Quizlet’s survey found that 85 percent of respondents–including high school and college teachers, as well as students aged 14-22–said they used AI technology, a significant increase from 66 percent in 2024. Of those respondents using AI, teachers now outpace students in AI adoption (87 percent vs 84 percent), compared to 2024 findings when students slightly outpaced teachers.

    Among the 89 percent of all students who say they use AI technology for school (up from 77 percent in 2024), the top three use cases are summarizing or synthesizing information (56%), research (46 percent), and generating study guides or materials (45 percent). The top uses of AI technology among teachers remained the same but saw significant growth YoY: research (54 percent vs. 33 percent), summarizing or synthesizing information (48 percent vs. 30 percent), and generating classroom materials like tests and assignments (45 percent vs. 31 percent).

    While the emergence of AI has presented new challenges related to academic integrity, 40 percent of respondents believe that AI is used ethically and effectively in the classroom. However, students are significantly less likely to feel this way (29 percent) compared to parents (46 percent) and teachers (57 percent), signaling a continued need for education and guidelines on responsible use of AI technology for learning.

    “Like any new technology, AI brings incredible opportunities, but also a responsibility to use it thoughtfully,” said Maureen Lamb, AI Task Force Chair and Language Department Chair at Miss Porter’s School. “As adoption in education grows, we need clear guidelines that help mitigate risk and unlock the full potential of AI.  Everyone–students, educators, and parents–has a role to play in understanding not just how to use AI, but when and why it should be used.”

    Digital learning demands growth while equity gap persists
    Just as AI is becoming a staple in education, survey results also found that digital learning is growing in popularity, with 64 percent of respondents expressing that digital learning methods should be equal or greater than traditional education methods, especially teachers (71 percent).

    Respondents indicated that flexibility (56 percent), personalized learning (53 percent), and accessibility (49 percent) were the most beneficial aspects of digital learning. And with 77 percent of students making sacrifices, including loss of sleep, personal time, and missed extracurriculars due to homework, digital learning offers a promising path toward a more accommodating approach. 

    While the majority of respondents agreed on the importance and benefits of digital learning, results also pointed to a disparity in access to these tools. Despite nearly half (49 percent) of respondents agreeing that all students in their community have equal access to learning materials, technology, and support to succeed academically, that percentage drops to 43 percent for respondents with diagnosed or self-identified learning differences, neurodivergent traits, or accessibility needs.

    Maximizing success for academic and real-world learning
    While discussion around AI and education has largely focused on use cases for academic learning, the report also uncovered an opportunity for greater support to help drive success beyond the classroom and provide needed resources for real-world learning.

    Nearly 60 percent of respondents believe a four-year college degree is of high importance for achieving professional success (58 percent). However, more than one-third of students, teachers, and parents surveyed believe schools are not adequately preparing students for success beyond the classroom.

    “As we drive the next era of AI-powered learning, it’s our mission to give every student and lifelong learner the tools and confidence to succeed, no matter their motivation or what they’re striving to achieve,” said Beidler. “As we’ve seen in the data, there’s immense opportunity when it comes to career-connected learning, from life skills development to improving job readiness, that goes well beyond the classroom and addresses what we’re hearing from students and teachers alike.”

    The top five skills respondents indicated should be prioritized more in schools are critical thinking and problem solving (66 percent), financial literacy (64 percent), mental health management (58 percent), leadership skills (52 percent), and creativity and innovation (50 percent).

    This press release originally appeared online.

    eSchool News Staff
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  • Teacher stress levels have surpassed pandemic-era highs

    Teacher stress levels have surpassed pandemic-era highs

    Key points:

    America’s K-12 educators are more stressed than ever, with many considering leaving the profession altogether, according to new survey data from Prodigy Education.

    The Teacher Stress Survey, which polled more than 800 K-12 educators across the U.S., found that nearly half of teachers (45 percent) view the 2024-25 school year as the most stressful of their careers. The surveyed educators were also three times more likely to say that the 2024-25 school year has been the hardest compared to 2020, when they had to teach during the height of the COVID-19 pandemic.

    Student behavior challenges (58 percent), low compensation (44 percent), and administrative demands (28 percent) are driving teacher burnout and turnover at alarming rates. Public school teachers were more likely to report stress from unrealistic workloads, large class sizes, school safety concerns, and student behavior issues than their private school counterparts.

    “The fact that stress levels for so many teachers have exceeded those of the pandemic era should be a wake-up call,” said Dr. Josh Prieur, director of education enablement at Prodigy Education and former assistant principal in the U.S. public school system. “Teachers need tangible, meaningful, and sustained support … every week of the year.”

    Additional key findings include:

    • The vast majority of teachers (95 percent) are experiencing some level of stress, with more than two-thirds (68 percent) reporting moderate to very high stress. K-5 teachers were the most likely to feel extremely/very stressed (33 percent). Sixty-three percent of teachers report that their current stress levels are higher than when they first started teaching. 
    • Nearly one in 10 teachers surveyed (9 percent) are planning to leave the profession this year, while nearly one in four (23 percent) are actively thinking about it. One-third of teachers do not expect to be teaching three years from now, likely because nearly half (48 percent) of teachers don’t feel appreciated for the work that they do.
    • Teachers are finding ways to prioritize their well-being, but time limits and job pressures often get in the way. Seventy-eight percent of teachers say they actively make time for self-care, but nearly half (43 percent) feel guilty for spending time on self-care and 78 percent have skipped self-care due to work demands. Implementing school-provided self-care perks and mandatory self-care breaks would appeal to teachers, with 85 percent and 76 percent taking advantage of each benefit, respectively.
    • Top solutions that would reduce teachers’ stress include a higher salary (59 percent), a four-day school week (33 percent), stronger classroom discipline policies (32 percent), and smaller class sizes (25 percent). Public school teachers were more likely to prefer a shorter week, while private school educators opted for higher pay. 

    “Teacher Appreciation Week should serve as the starting point for building systems that show we value teachers’ time, talent, and well-being,” said Dr. Prieur. “Districts can do this by investing in tools that reduce the burden on teachers, prioritizing time for self-care and implementing policies that reinforce teachers’ value as an ongoing commitment to bettering the profession.”

    This press release originally appeared online.

    Laura Ascione
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  • Why agentic AI matters now more than ever

    Why agentic AI matters now more than ever

    Key points:

    For years now, the promise of AI in education has centered around efficiency–grading faster, recommending better content, or predicting where a student might struggle.

    But at a moment when learners face disconnection, systems are strained, and expectations for personalization are growing, task automation feels…insufficient.

    What if we started thinking less about what AI can do and more about how it can relate?

    That’s where agentic AI comes in. These systems don’t just answer questions. They recognize emotion, learn from context, and respond in ways that feel more thoughtful than transactional. Less machine, more mentor.

    So, what’s the problem with what we have now?

    It’s not that existing AI tools are bad. They’re just incomplete.

    Here’s where traditional AI systems tend to fall short:

    • NLP fine-tuning
       Improves the form of communication but doesn’t understand intent or depth.
    • Feedback loops
       Built to correct errors, not guide growth.
    • Static knowledge bases
       Easy to search but often outdated or contextually off.
    • Ethics and accessibility policies
       Written down but rarely embedded in daily workflows.
    • Multilingual expansion
       Translates words, not nuance or meaning across cultures.

    These systems might help learners stay afloat. They don’t help them go deeper.

    What would a more intelligent system look like?

    It wouldn’t just deliver facts or correct mistakes. A truly intelligent learning system would:

    • Understand when a student is confused or disengaged
    • Ask guiding questions instead of giving quick answers
    • Retrieve current, relevant knowledge instead of relying on a static script
    • Honor a learner’s pace, background, and context
    • Operate with ethical boundaries and accessibility in mind–not as an add-on, but as a foundation

    In short, it would feel less like a tool and more like a companion. That may sound idealistic, but maybe idealism is what we need.

    The tools that might get us there

    There’s no shortage of frameworks being built right now–some for developers, others for educators and designers. They’re not perfect. But they’re good places to start.

    Framework Type Use
    LangChain Code Modular agent workflows, RAG pipelines
    Auto-GPT Code Task execution with memory and recursion
    CrewAI Code Multi-agent orchestration
    Spade Code Agent messaging and task scheduling
    Zapier + OpenAI No-code Automated workflows with language models
    Flowise AI No-code Visual builder for agent chains
    Power Automate AI Low-code AI in business process automation
    Bubble + OpenAI No-code Build custom web apps with LLMs

    These tools are modular, experimental, and still evolving. But they open a door to building systems that learn and adjust–without needing a PhD in AI to use them.

    A better system starts with a better architecture

    Here’s one way to think about an intelligent system’s structure:

    Learning experience layer

    • Where students interact, ask questions, get feedback
    • Ideally supports multilingual input, emotional cues, and accessible design

    Agentic AI core

    • The “thinking” layer that plans, remembers, retrieves, and reasons
    • Coordinates multiple agents (e.g., retrieval, planning, feedback, sentiment)

    Enterprise systems layer

    • Connects with existing infrastructure: SIS, LMS, content repositories, analytics systems

    This isn’t futuristic. It’s already possible to prototype parts of this model with today’s tools, especially in contained or pilot environments.

    So, what would it actually do for people?

    For students:

    • Offer guidance in moments of uncertainty
    • Help pace learning, not just accelerate it
    • Present relevant content, not just more content

    For teachers:

    • Offer insight into where learners are emotionally and cognitively
    • Surface patterns or blind spots without extra grading load

    For administrators:

    • Enable guardrails around AI behavior
    • Support personalization at scale without losing oversight

    None of this replaces people. It just gives them better support systems.

    Final thoughts: Less control panel, more compass

    There’s something timely about rethinking what we mean by intelligence in our learning systems.

    It’s not just about logic or retrieval speed. It’s about how systems make learners feel–and whether those systems help learners grow, question, and persist.

    Agentic AI is one way to design with those goals in mind. It’s not the only way. But it’s a start.

    And right now, a thoughtful start might be exactly what we need.

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  • White House order prioritizes AI in schools

    White House order prioritizes AI in schools

    Key points:

    • The Trump administration is elevating AI programs in K-12 education
    • The human edge in the AI era
    • Report details uneven AI use among teachers, principals
    • For more news on AI in education, visit eSN’s Digital Learning hub

    A new executive order signed by President Trump takes aim at AI policies in K-12 education by “fostering interest and expertise in artificial intelligence (AI) technology from an early age to maintain America’s global dominance in this technological revolution for future generations.”