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Hermes

Named after the Greek god of messengers, Hermes watches the education landscape: spotting new opportunities, pressure-testing the ventures we're building, and tracing every read back to the real-world signals behind it.

Updated Jun 24, 2026 · 10 ideas · 1848 signals
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Signals

The evidence library: the raw signals the pipeline is watching across the education ecosystem. Every idea is built from these.

behavior Jun 22, 2026
r/education

Never learned phonics

Hello! I am apart of the generation that never learned phonics, I was taught to memorize my words and eventually became well read and read 60+ books a year. I have zero problems understanding literature and analyzing text, and words that I cannot pronounce, I can understand the meaning behind them through context clues, etc. I KNOW HOW TO READ! (Kinda… lmao see later) My problem is PRONUNCIATION!!! I don’t read aloud a lot, and recently I just started reading a book to myself and realized, holy shit, I can’t pronounce these words and I also don’t know how to. I am missing the phonetic knowledge to properly sound words out. For example, here are some words I know how to say from memorizing but I would pronounce like this prior to hearing it correctly: hyperbole → “hyper-bowl” instead of “hy-PER-buh-lee” epitome → “epi-tome” instead of “eh-PIT-uh-mee” segue → “seg” instead of “SEG-way” facade → “fuh-kade” instead of “fuh-SAHD” I could not tell you why those words are pronounced that way.

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need Jun 22, 2026
r/Teachers

A conversation I keep having while monitoring online credit recovery exams during summer school

Student: Can you reopen the test? I didn’t pass. Me: I can, but I’d like you to take a little time to review the content first. Student, with a dramatic sigh: But I don’t know it. I just used AI for everything. Me, more shocked than I should be at their complete lack of embarrassment: Okay, so, how do you expect to pass the test? Student: I’m just trying different answers each time. Me: That doesn’t seem to be working for you. Student: Well I don’t know what else to do. Me: Do you think you might learn the content better if you did the assignments on your own? Student: No. I don’t know any of this. Me: … Student: Like I know I should do it, but I don’t have time to learn everything in three weeks. Me: Just humor me, okay? Go back through your assignments, and redo these ones in particular, because even the online system flagged them as AI.* Take some good notes. Then I can reopen the test. Student: … Me: I care about the quality of your summer break and want to graduate you as soon as

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audience Jun 22, 2026
The Conversation Ed

From Norway to Wisconsin, children want to be social media influencers when they grow up

Over 60% of middle and high school students we surveyed from 2021-2024 said they wanted to be social media influencers, or picked their future careers online.

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regulation Jun 22, 2026
Federal Register: Education Dept

Notice Announcing Mutual Education and Cultural Exchange Program Competition

In coordination with the Bureau of Educational and Cultural Affairs at the U.S. Department of State (State), the U.S. Department of Education (ED) is soliciting applications in support of the administration of the Mutual Education and Cultural Exchange program.

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regulation Jun 22, 2026
Federal Register: Education Dept

2026-2027 Award Year Deadline Dates for Reports and Other Records Associated With the Free Application for Federal Student Aid (FAFSA) Form, the Federal Supplemental Educational Opportunity Grant Program (FSEOG) Program, the Federal Work-Study (FWS) Program, the Federal Pell Grant (Pell Grant) Program, the William D. Ford Federal Direct Loan (Direct Loan) Program, and the Teacher Education Assistance for College and Higher Education (TEACH) Grant Program

The Secretary announces deadline dates for the receipt of documents and other information from applicants and institutions participating in certain Federal student aid programs authorized under Title IV of the Higher Education Act of 1965, as amended (HEA), for the 2026-2027 award year. These programs, administered by the Department of Education (Department), provide financial assistance to students attending eligible postsecondary educational institutions to help them pay their educational costs. The Federal student aid programs (Title IV, HEA programs) covered by this deadline date notice are the Pell Grant, Direct Loan, TEACH Grant, and Campus-Based (FSEOG and FWS) programs. Assistance Listing Numbers: 84.007 FSEOG Program; 84.033 FWS Program; 84.063 Pell Grant Program; 84.268 Direct Loan Program; and 84.379 TEACH Grant Program.

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behavior Jun 21, 2026
r/education

Does it matter if I don’t take a regents after failing the whole class

So I failed my entire chemistry class, I’m not missing any credits because I’ll get another science class next year, do I still have to go to the regents test for it? submitted by /u/Outrageous-Gift7819 [link] [comments]

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behavior Jun 21, 2026
r/education

Help with a new initiative at my school

Hello, I’m a 16M, and I am working on creating mental health initiatives at my school. As the junior class vice president and someone who has struggled with mental health, I want to help others. I’m thinking of collaborating with our mental health club to make videos about the signs and symptoms of depression or anxiety, along with some ways to support a friend. I also want to develop a buddy system for students who feel isolated. I plan to have students take leadership roles to assist those who feel left out. This could involve a Google form where students feeling lonely can ask for help, and then they would be matched with a buddy. I’d love to hear if anyone has additional ideas or advice on how I can implement this. submitted by /u/WPJHtx [link] [comments]

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behavior Jun 19, 2026
r/education

Can I still pursue learning/higher education even when I did not attend school?

I am 16 years old and my dream is to pursue a higher education, or be able to learn understand and know about difficult subjects, this dream of mine is motivated by the fact that, due to financial struggles, i have not been able to attend school or any sort of educational curriculum ever since primary school, which created a lot of insecurity surrounding my education or critical thinking abilities. i have always thought of myself as pretty dumb or average and ever since i couldn't go to school it made me feel even worst about what im intellectually capable of achieving. i want to be able to do hard things and i want to be able to pursue a higher education and challenge myself, but i believe or i feel that its not possible for me to get to that level with a different learning experience, i dont have any guidance, or a environment that helps point out and correct my personal mistakes, or a environment to discuss subjects with people who have more experience. ……… I plan to take a GED in r

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behavior Jun 19, 2026
r/education

Do you think kids are more open to cultural differences than we think?

Curiosity vs fear submitted by /u/SubjectBear657 [link] [comments]

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need Jun 19, 2026
r/Teachers

Jammed Copy Machine Lounge Talk

Hey everyone! The copy machine is down. We called Susan, and she said it won't be fixed until next week. Anyway, since it's Friday... What were some challenges that you faced recently? Anything that irked you? Maybe a co-worker is getting on your nerve? Class caught on fire because little Billy shoved a crayon into your pencil sharpener? Share all the vents and stories below! submitted by /u/AutoModerator [link] [comments]

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behavior Jun 19, 2026
r/education

Which curriculum is preferred and best if we can afford? C B S E or IGCSE?

submitted by /u/Weird_Pair4899 [link] [comments]

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behavior Jun 18, 2026
r/education

Higher Education Degree

I've recently been accepted into a Masters program to study Higher Education and Administration, and I'm wondering if the degree is worth it? I already have a masters in Secondary Education, and have been a secondary teacher for 4 years. I'm ready to transition into a college academic advising, student success, or career advising role. I'm willing to take an available position that might not be related to these just to get my foot in the door, and gain experience needed that will equip me for more desirable roles in the future. I'm just ready to move on from the high school environment, but sincerely passionate about supporting young adults in higher level education. I've read that you don't necessarily need a masters in a particular field to work in higher education, but have also come across hiring managers who say they don't even consider hiring applicants who do not have a MA in Higher Ed. I've been applying for lower level positions at my local colleges/universities but I'm hoping

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need Jun 18, 2026
r/nursing

Subreddit update

Hi all, You may or may not have noticed by this point, but as of 1800 EDT, we have enabled GIF replies in the subreddit. If this goes sideways, blame u/tillszy who asked for this in a post . Have at it, you degenerates. submitted by /u/StPauliBoi [link] [comments]

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behavior Jun 18, 2026
r/education

Could a really high absence rate potentially make me have trouble getting into a school?

Ive always had a lot of absences except for 2nd to 1st grade, the limit is 100 absences and in 3rd grade i ended up having 216, in 4th 251, in 5th 122 and in 6th grade 99.. in like 4th to fifth grade i had a surgery and was absent for a while though so i had that excused. I usually have 98-99 absences in a school year now, which id say is way better than how it was back then but could still be improved.. i have 6 classes every weekday except for friday thats when i have five classes.. how many absences should i be having? submitted by /u/xXTouhouPenisGod3Xx [link] [comments]

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behavior Jun 18, 2026
r/education

Is AI actually helping students learn, or just helping them avoid learning?

I've been thinking a lot about this lately and wanted some honest perspectives from teachers, students, and parents. AI tools like ChatGPT are everywhere in schools now. Some students use them as a genuine study aid, asking followup questions, checking their understanding, working through problems step by step. But a lot of students seem to be using them to skip the thinking entirely, paste in an assignment prompt and copy whatever comes out. The thing is, struggling with hard material is kind of the point. That productive frustration is where a lot of real learning happens. When AI removes that friction completely, are students actually building any skills, or just getting grades without the growth? I've also seen teachers mention they want to stop relying on AI detection tools because it shifts focus away from actual teaching. That resonates with me. So I'm curious what people here think. Have you seen AI genuinely improve how a student understands something? Or does it mostly functi

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regulation Jun 18, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Comment Request; Federal Direct Loan Program Regulations for Forbearance and Loan Rehabilitation

In accordance with the Paperwork Reduction Act of 1995, ED is requesting the Office of Management and Budget (OMB) to conduct an emergency review of a revision of a currently approved information collection request (ICR).

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regulation Jun 18, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Public Service Loan Forgiveness (PSLF) & Temporary Expanded PSLF (TEPSLF) Certification and Application

In accordance with the Paperwork Reduction Act of 1995, the Department is requesting the Office of Management and Budget (OMB) to conduct an emergency review of a revision of an approved information collection request (ICR).

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regulation Jun 18, 2026
Federal Register: Education Dept

State Workforce Pell Program Certification; Correction

On June 1, 2026, the U.S. Department of Education published a 30-day comment period notice in the Federal Register with FR DOC# 2026- 10917 (91 FR 32396, page 32396-32397) seeking public comment for an information collection entitled, "State Workforce Pell Program Certification." In the abstract section, the notice should be corrected from "[t]his would be an optional form" to "[t]his would be a mandatory form". The PRA Coordinator, Office of the Chief Data Officer, Office of Planning, Evaluation and Policy Development, hereby issues a correction notice as required by the Paperwork Reduction Act of 1995.

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regulation Jun 18, 2026
Federal Register: Education Dept

Final Waivers and Extensions of the Project Periods With Funding for the American Indian Vocational Rehabilitation Services Program and the American Indian Vocational Rehabilitation Training and Technical Assistance Center

The Secretary waives the requirements in the Education Department General Administrative Regulations that generally prohibit project periods exceeding five years and project period extensions involving the obligation of additional Federal funds. The waivers and extensions enable 43 American Indian Vocational Rehabilitation Services (AIVRS) projects under Assistance Listing Number (ALN) 84.250N and one American Indian Vocational Rehabilitation Training and Technical Assistance Center (AIVRTTAC) under ALN 84.250Z to receive funding for an additional period, not beyond September 30, 2027.

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audience Jun 17, 2026
The Conversation Ed

Many college students already have well-formed cheating habits – that, not AI, is the real problem

Some students might arrive at college with already formed cheating habits, and a mentality that justifies the practice.

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audience Jun 16, 2026
The Conversation Ed

Juneteenth reminds us of Black Americans’ long struggle for education following end of slavery

Enslaved people were not just enslaved physically, but mentally as well. as widespread laws in the South barred enslaved people from receiving an education.

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regulation Jun 16, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Submission to the Office of Management and Budget for Review and Approval; Comment Request; Prison Education Program Application

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing an extension without change of a currently approved information collection request (ICR).

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regulation Jun 16, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Submission to the Office of Management and Budget for Review and Approval; Comment Request; Student Assistance General Provisions-Satisfactory Academic Progress Policy

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing an extension without change of a currently approved information collection request (ICR).

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regulation Jun 16, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Submission to the Office of Management and Budget for Review and Approval; Comment Request; Application for Approval To Participate in Federal Student Aid Programs

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing a revision of a currently approved information collection request (ICR).

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audience Jun 15, 2026
The Conversation Ed

AI schools like Alpha promise efficiency, but can’t replicate the messy process that helps kids learn

AI schools try to tailor learning to match students’ abilities. But they can’t help young people learn who they are.

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technology Jun 15, 2026
medRxiv (med-ed)

Specialty Choice Attitudes Among Medical Interns: Evidence from Hormozgan University of Medical Sciences

BackgroundChoosing a medical specialty is a critical career decision that affects both physicians future professional lives and the composition of the healthcare workforce. Specialty preferences are shaped by multiple personal, educational, and socioeconomic factors, yet evidence from senior medical students in southern Iran remains limited. This study aimed to assess willingness to pursue specialty training among medical interns at Hormozgan University of Medical Sciences, identify their preferred specialties, and examine factors associated with their decisions. MethodsThis descriptive-analytical cross-sectional study was conducted in 2023 among medical interns at Hormozgan University of Medical Sciences in Bandar Abbas, Iran. Using a convenience census approach, all eligible interns were invited to participate, and 83 students completed an online questionnaire. The instrument collected demographic, academic, and occupational data, as well as reasons for willingness or unwillingness t

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technology Jun 15, 2026
medRxiv (med-ed)

High Demand, Low Possession: Dilemmas and Strategies for Research Capability Cultivation in Clinical Medicine Postgraduates

Most previous studies have examined medical postgraduate research training from a single dimension, lacking a full-chain analysis that integrates capability demand, actual possession, obstacles, and output. Consequently, the measurement of capability gaps and the analysis of underlying training model deficiencies remain insufficient. To address this gap, we administered a self-designed multidimensional questionnaire to 86 clinical medicine postgraduates at a medical school, covering research cognition, interest, capability demand and possession, participation pathways, difficulties, and outputs. The aim was to systematically characterize the current situation, identify problems, and propose optimization strategies. Over 90% of participants expressed interest in research, yet only 1.16% self-rated as very knowledgeable. The largest demand-possess gap was for writing and publication (86.05% vs. 16.28%), followed by independent research capability (75.58% vs. 11.63%). A total of 59.30% ci

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regulation Jun 15, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Submission to the Office of Management and Budget for Review and Approval; Comment Request; Teacher Cancellation Low Income Directory

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing a reinstatement without change of a previously approved information collection request (ICR).

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regulation Jun 15, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Comment Request; Talent Search (TS) Annual Performance Report

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing a reinstatement without change of a previously approved information collection request (ICR).

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regulation Jun 15, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Submission to the Office of Management and Budget for Review and Approval; Comment Request; FY 2026 Child Care Access Means Parents in School Annual Performance Report Package 84.335A

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing a reinstatement without change of a previously approved information collection request (ICR).

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regulation Jun 15, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Submission to the Office of Management and Budget for Review and Approval; Comment Request; Student Assistance General Provision-Subpart E-Verification Student Aid Application Information

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing a reinstatement without change of a previously approved information collection request (ICR).

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regulation Jun 15, 2026
Federal Register: Education Dept

Accrediting Agency Currently Undergoing Review for the Purpose of Recognition by the U.S. Secretary of Education

This notice provides information to members of the public on submitting written comments for an accrediting agency currently undergoing review for the purpose of recognition by the Secretary of Education.

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technology Jun 12, 2026
medRxiv (med-ed)

Integrative Mechanisms of Early Clinical and Research Training (ECART) in Orthopaedic Medical Education: A Qualitative Single-Case Study

BackgroundEarly clinical exposure and student participation in research are important components of medical training. They may support learning motivation, evidence literacy, and self-directed learning. In many programmes, however, clinical training and research training remain separated. Few studies have explained, within a real teaching team, how learners turn clinical phenomena into researchable questions and how research participation can reshape their clinical understanding. Early Clinical and Research Training (ECART) is a clinical-research integration approach developed by an orthopaedic team at the Second Hospital of Shandong University. MethodsWe conducted a theory-informed, interpretivist qualitative single-case study. The case was an orthopaedic clinical-research team at the Second Hospital of Shandong University. Participants included medical undergraduates, academic degree graduate students, professional degree graduate students, clinical teachers, and research platform le

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technology Jun 12, 2026
medRxiv (med-ed)

Retrospective on Maternal Mortality: Birth Preparedness Among Women At Antenatal Care Clinics in Makeni City, Sierra Leone

Birth preparedness is a critical strategy aimed at promoting safe childbirth by encouraging pregnant women and their families to create thoughtful birth plans and prepare for potential complications. This approach ensures timely access to skilled maternity and health care services, which are essential for reducing maternal mortality. This study assessed the factors influencing birth preparedness among pregnant women attending Antenatal Care Clinics at the Regional Referral Hospital in Makeni City, Sierra Leone. A probability sampling method was used to select 112 pregnant women, and data were collected during 2023 with a structured questionnaire, using the Matturie Birth Preparedness Scale, as uniquely designed and prepared for this study. The collected data were analyzed using STATA software (version 14.0). Our findings revealed significant gaps in birth preparedness: 83.0% of respondents were unaware of their expected delivery date, 79.5 % did not register for antenatal care in their

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regulation Jun 12, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Submission to the Office of Management and Budget for Review and Approval; Comment Request; Grant Reallotment

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing an extension without change of a currently approved information collection request (ICR).

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regulation Jun 12, 2026
Federal Register: Education Dept

Notice Announcing Centers Aligned With Areas of National Need Program Competition

In coordination with the Bureau of Educational and Cultural Affairs at the U.S. Department of State (State), the U.S. Department of Education (ED) is soliciting applications in support of the administration of the Fiscal Year (FY) 2026 Centers Aligned with Areas of National Need program, Assistance Listing Number 84.015C.

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technology Jun 11, 2026
medRxiv (med-ed)

A global cross-sectional survey of health professionals' interest-confidence gaps in value-based health care implementation: a learning needs assessment

ObjectivesValue-Based Health Care (VBHC) increasingly guides health system redesign internationally. Despite the increasing availability of VBHC education, gaps remain between health professionals conceptual understanding of VBHC and their confidence to implement it in practice. This study assessed perceived learning needs and preferences of healthcare professionals across foundational topics essential to VBHC implementation. DesignCross-sectional online survey study Setting and participantsThe survey was distributed to the global VBHC community and yielded 518 responses. Most respondents were based in the UK and Ireland (51%) and 65% had more than 10 years of experience in the health sector. Participants represented a variety of professional backgrounds, including clinicians (34%), operational or executive managers and leaders (22%), and life sciences or procurement professionals (13%). Primary and secondary outcome measuresPrimary outcome measures included self-reported interest and

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technology Jun 11, 2026
medRxiv (med-ed)

What level of expertise is necessary to generate ACLS training test questions: pre-med students vs. artificial intelligence?

IntroductionIn-hospital cardiac arrest carries high mortality despite standardized ACLS training. Educators face increasing time constraints in developing assessment tools for ACLS training. Two possible solutions to this problem are using pre-medical students or using artificial intelligence to generate test questions. This study compared the quality of pre-medical student-generated ACLS test questions vs. AI-generated ACLS test questions, testing the hypothesis that AI-generated questions are non-inferior to student-generated questions. MethodsTen pre-medical students created ACLS questions following predefined criteria, while an AI model (Northwells Artificial Intelligence Hub) generated comparable questions. A blinded ACLS-certified physician evaluated questions on the qualities of Alignment, Clarity, Cognitive Level, and Question Design using a standardized rubric (Likert scale: 1 = poor quality, 5 = excellent). Students T-test and Chi-square analysis were used to compare the qual

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audience Jun 10, 2026
The Conversation Ed

National Science Foundation cuts mean researchers like me are losing grants – but impacts extend far beyond academia

As the National Science Foundation starts giving out fewer grants, people worldwide will potentially lose out from potential research findings that could help improve their lives.

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regulation Jun 10, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Submission to the Office of Management and Budget for Review and Approval; Comment Request; Targeted Teacher Shortage Areas Data Collection

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing a reinstatement without change of a previously approved information collection request (ICR).

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regulation Jun 10, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Comment Request; Stronger Connections Grant Program Annual Performance Report

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing a revision of a currently approved information collection request (ICR).

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regulation Jun 09, 2026
Federal Register: Education Dept

National Advisory Committee on Institutional Quality and Integrity; Notice of Meeting

This notice sets forth the agenda, time, and instructions to access or participate in the July 22 & 23, 2026, meeting of NACIQI, and provides information to members of the public regarding the meeting, including requesting to make written or oral comments. Committee members will meet in-person. Agency representatives have the option to meet in-person or virtually, and public attendees will participate virtually. The notice of this meeting is required under 5 U.S.C. Chapter 10 (commonly known as the Federal Advisory Committee Act) and Section 114(d)(1)(B) of the Higher Education Act (HEA) of 1965, as amended.

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regulation Jun 09, 2026
Federal Register: Education Dept

Annual Updates to the Income-Contingent Repayment (ICR) Plan Formula for 2026-William D. Ford Federal Direct Loan Program

The Secretary announces the annual updates to the ICR plan formula for 2026 to give notice to borrowers and the public regarding how monthly ICR payment amounts will be calculated for the 2026-2027 year under the William D. Ford Federal Direct Loan (Direct Loan) Program, Assistance Listing Number 84.063.

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audience Jun 08, 2026
The Conversation Ed

Both Democrats and Republicans give millions to universities in earmarks – but not in the same way

Democrats tend to give less than Republicans when it comes to earmarked funding for universities – but they give more to minority-serving institutions.

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regulation Jun 08, 2026
Federal Register: Education Dept

Agency Information Collection Activities; Submission to the Office of Management and Budget for Review and Approval; Comment Request; Annual Report of Children in State Agency and Locally Operated Institutions for Neglected and Delinquent Children

In accordance with the Paperwork Reduction Act (PRA) of 1995, the Department is proposing an extension without change of a currently approved information collection request (ICR).

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audience Jun 04, 2026
The Conversation Ed

Philadelphia plans to close 17 neighborhood public schools – here’s what went wrong when it shuttered 30 schools in 2013

Nearly one-third of Philadelphia schools closed in 2013 still sit vacant while cyber charters banked millions in revenue.

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audience Jun 03, 2026
The Conversation Ed

Most Americans broadly support public education for undocumented students – regardless of their political affiliation and religion

Some states are trying to challenge a long-held precedent that undocumented children are allowed to attend public school free of charge.

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technology Jun 03, 2026
medRxiv (med-ed)

Health Care Students/Professionals Perspectives on Artificial Intelligence: Survey in Erbil, Iraq

BackgroundArtificial Intelligence (AI) is increasingly integrated into healthcare systems worldwide and medical schools worldwide have begun integrating AI into their curricula. The healthcare system in Iraq is currently undergoing development and AI has not yet been adopted in clinical practice in Erbil; in addition, no formal AI instruction has been incorporated into the medical education curriculum. The aim of this study was to assess knowledge levels, attitudes, and perceptions regarding AI among medical students and healthcare professionals in Erbil, Kurdistan Region of Iraq. MethodsA mixed-methods survey was distributed to medical students and residents in Erbil, Kurdistan Region of Iraq. The survey was adapted from Teng et al, and modified to reflect the local context. The survey was translated into Kurdish and Arabic. Convenience sampling was used. Statistical analysis was conducted using IBM SPSS (Statistical Package for Social Sciences), Version 26.0. Chi-square and Fishers e

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technology Jun 03, 2026
medRxiv (med-ed)

ChooseMyStat: A Web-Based Interactive Tool for Statistical Test Selection and Analysis Plan Generation in Clinical Research

BackgroundPostgraduate medical residents frequently face difficulty in selecting appropriate statistical tests and preparing statistical analysis plans (SAPs) for thesis work. Existing resources often identify statistical tests without guiding implementation, reporting or software execution. AimsTo describe the development, features and content validation of ChooseMyStat, a free, open-source, web-based interactive tool for statistical test selection and SAP text generation in clinical research. MethodsChooseMyStat was developed as a React-based web application using an iterative, AI-assisted development process under direct faculty supervision. The tool uses a branching decision algorithm covering 18 inferential statistical tests, two diagnostic accuracy measures, four agreement/reliability statistics, and four descriptive statistics scenarios. For each recommendation, it generates a SAP template paragraph, a results reporting example, step-by-step JASP instructions, and R code. Conten

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audience Jun 01, 2026
The Conversation Ed

Black teachers improve outcomes for all students, but the profession remains largely white

Many Black teachers were pushed out of classrooms from the 1950s through ‘70s. Despite new recruitment programs, the teacher workforce remains mostly white.

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