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Tony Perry

@anthonymperry.com

UND College of Education and Human Development. STEM Education, Career and Technical Education, (re)designing equitable education systems. Tweets are mine and mine alone. www.anthonymperry.com

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07.09.2023
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Latest posts by Tony Perry @anthonymperry.com

But, the main findings of this are quite interesting and important. Thanks to the authors and Cristo Rey (and funders) for making it happen.

08.03.2026 21:04 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

We'll share similar results from a different measure and setting at #AERA26. Our focus is on measurement and the evidence is poor. My hunch: we are not seeing employers treat WBL students as capable adults and peers so they don't take the ratings all that seriously. 3/3 A conversation to continue

08.03.2026 21:03 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

while not the central aims of their study, the employer measure of student professional skills is an important, open question for WBL. The authors report highly skewed reports (mean 4.11 on a 5-point scale) along with high inter-item correlations for the subskills. 2/3

08.03.2026 20:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Are Work-Based Professional Skills Associated with Postsecondary Entrance and Persistence? Novel Evidence from the Cristo Rey Network Professional skills such as initiative, communication, and adaptability are thought to shape postsecondary success, but most evidence comes from self- or teacher-reported measures collected in school ...

Are Work-Based Professional Skills Associated with Postsecondary Entrance and Persistence? Novel Evidence from the Cristo Rey Network edworkingpapers.com/ai26-1419

08.03.2026 20:32 πŸ‘ 2 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

I need some wisdom from the Education Research crowd: What is the status of getting disclosure for restricted-use NCES projects? Is there any movement on projects approved or submitted in the last year or so? Trying to prioritize my next steps on a project

05.03.2026 15:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Lots of districts cut ties over the past ~10 years. Some of the bipartisan "reform" coalition went all in on vouchers who might have been helpful. Not sure where the coalition is

17.02.2026 02:25 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Thanks for bringing this up. Story to watch. She plays the role of policy entrepreneur well. Focus on "workforce." Play on some fears/uncertainty in the labor market for new graduates. Feels in when I graduated (2007) all over again. Last problem: where are the TFA contracts going?

17.02.2026 02:24 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Seems like they went away from this as a recruitment strategy and now bringing it back around? Or maybe I haven't been paying attention

17.02.2026 02:03 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
It must be very hard to publish null results
Publication practices in the social sciences act as a filter that favors statistically significant results over null findings. While the problem of selection on significance (SoS) is well-known in theory, it has been difficult to measure its scope empirically, and it has been challenging to determine how selection varies across contexts. In this article, we use large language models to extract granular and validated data on about 100,000 articles published in over 150 political science journals from 2010 to 2024. We show that fewer than 2% of articles that rely on statistical methods report null-only findings in their abstracts, while over 90% of papers highlight significant results. To put these findings in perspective, we develop and calibrate a simple model of publication bias. Across a range of plausible assumptions, we find that statistically significant results are estimated to be one to two orders of magnitude more likely to enter the published record than null results. Leveraging metadata extracted from individual articles, we show that the pattern of strong SoS holds across subfields, journals, methods, and time periods. However, a few factors such as pre-registration and randomized experiments correlate with greater acceptance of null results. We conclude by discussing implications for the field and the potential of our new dataset for investigating other questions about political science.

It must be very hard to publish null results Publication practices in the social sciences act as a filter that favors statistically significant results over null findings. While the problem of selection on significance (SoS) is well-known in theory, it has been difficult to measure its scope empirically, and it has been challenging to determine how selection varies across contexts. In this article, we use large language models to extract granular and validated data on about 100,000 articles published in over 150 political science journals from 2010 to 2024. We show that fewer than 2% of articles that rely on statistical methods report null-only findings in their abstracts, while over 90% of papers highlight significant results. To put these findings in perspective, we develop and calibrate a simple model of publication bias. Across a range of plausible assumptions, we find that statistically significant results are estimated to be one to two orders of magnitude more likely to enter the published record than null results. Leveraging metadata extracted from individual articles, we show that the pattern of strong SoS holds across subfields, journals, methods, and time periods. However, a few factors such as pre-registration and randomized experiments correlate with greater acceptance of null results. We conclude by discussing implications for the field and the potential of our new dataset for investigating other questions about political science.

I have a new paper. We look at ~all stats articles in political science post-2010 & show that 94% have abstracts that claim to reject a null. Only 2% present only null results. This is hard to explain unless the research process has a filter that only lets rejections through.

11.02.2026 17:00 πŸ‘ 643 πŸ” 223 πŸ’¬ 30 πŸ“Œ 51
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Marketing computing: how school branding reinforces or challenges gender stereotypes This paper examines how school branding and policy may shape gender disparities in computing education. Wong et al. explore how schools portray computing in brochures, websites and related material...

🎯 New open access paper: What do school websites signal about computing and who it is for? Using document data (n = 960), we examine how schools frame computer science in public-facing materials, and what that might mean for gendered participation.

www.tandfonline.com/doi/full/10....

06.02.2026 11:43 πŸ‘ 2 πŸ” 4 πŸ’¬ 1 πŸ“Œ 1

Better yet, don’t collect any data: let ChatGPT make it up!

03.02.2026 15:18 πŸ‘ 25 πŸ” 4 πŸ’¬ 4 πŸ“Œ 1
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How AI assistance impacts the formation of coding skills Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

The latest from Anthropic: using Anthropic's products makes you worse at your job

30.01.2026 22:42 πŸ‘ 421 πŸ” 126 πŸ’¬ 18 πŸ“Œ 49
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AI Literacy Part 1 "Where Angels Fear to Tread" with Sam Wineburg Over the last two years, teachers and schools have felt immense pressure to incorporate AI literacy into their curricula. In the fall of 2024, California became the first state to pass a law…

pca.st/episode/c3a3...

29.01.2026 12:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1
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AI literacy is quickly becoming a core education issue.
www.newamerica.org/education-po...

#AIinEducation

28.01.2026 14:23 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

As US secondary schools ramp up WBL, we need to understand the critical role of school-based personnel to prepare students for and make sense of their WBL experiences. Nice paper.

27.01.2026 16:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Each Tuesday, we will signpost you to new texts available in the JVET journal.

This week we share β€˜Preparing students in need of support for work-based learning: vocational teachers’ experiences and pedagogical approaches’ by My Olofsson (2025).

www.tandfonline.com/doi/full/10....

27.01.2026 13:45 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 1

This is pretty surprising given the positive evidence. Do they think the work is done? Backbone infrastructure like hubs should be state-funded. Others are happy to fund specific project and programs.

21.01.2026 20:52 πŸ‘ 1 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

But is the person there? Over the past year I've had several people's bots show up without them which is awkward.

21.01.2026 17:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

New to me that OpenSciEd is thinking this way. I've got to say, working in a CS-is-required K-12 state, anyone wishing to make something like this happen has a massive infrastructure challenge.

19.01.2026 13:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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OPINION: We cannot wait until high school or college to integrate computer science lessonsΒ  The future of work will demand fluency in both science and technology. From addressing climate change to designing ethical AI systems, tomorrow’s challenges will require interdisciplinary thinkers who can navigate complex systems and harness the power of computation. And that is why we can’t wait until high school or college to integrate computer science into general science. The time to begin is during middle school, that formative period when students begin to shape their identities, interests and aspirations. If schools want to prepare young people for a future shaped by technology, they must act now to ensure that computer science is not a privilege for a few but a foundation for all.

OPINION: We cannot wait until high school or college to integrate computer science lessonsΒ 

The future of work will demand fluency in both science and technology. From addressing climate change to designing ethical AI systems, tomorrow’s challenges will require interdisciplinary thinkers who can…

19.01.2026 06:00 πŸ‘ 2 πŸ” 2 πŸ’¬ 0 πŸ“Œ 1
Project MUSE -- Verification required!

Buenrostro, P. M., & Morales-Doyle, D. (2024). Ditching chemistry and calculus: An axiological shift towards alternative futures in high school STEM. The High School Journal. muse.jhu.edu/article/966227

16.01.2026 14:50 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Springer Nature book on machine learning is full of made-up citations Would you pay $169 for an introductory ebook on machine learning with citations that appear to be made up? If not, you might want to pass on purchasing Mastering Machine Learning: From Basics to Ad…

Wouldn't be the first Springer to run into issues retractionwatch.com/2025/06/30/s...

06.01.2026 23:00 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Opportunity Structures in Vocational Education and Training This open access book unites authors from diverse academic disciplines to promote a positive discourse around vocational education and training

link.springer.com/book/10.1007...

29.12.2025 14:16 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

We can do a better job, I think, of supporting teachers own knowledge mobilization to local contexts. Ed leadership is further along than teacher prep in that regard. 2/2

26.12.2025 20:20 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

That is fair. And I am even sympathetic to the "teacher-researcher gap" in Ed Schools, but these authors know better. If I wanted to know about teacher ed research in a discipline, I'd go to where those folks write. Tons of peer-reviewed, practitioner journals and conferences across K-12. 1/2

26.12.2025 20:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

🧡 Postdoc opportunity at McGill

I am recruiting a top postdoctoral researcher to join my lab at McGill through the Canada Impact+ Research Training Awards Initiative. This is a rare, well-funded opportunity to build an ambitious, multimodal EdTech research program in Canada.

20.12.2025 13:57 πŸ‘ 31 πŸ” 26 πŸ’¬ 1 πŸ“Œ 1

Anything you (or others) recommend for pre-service teachers to engage with?

26.11.2025 17:22 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Unlocking the Black Box of School–Industry Partnerships: A Comparative Case Study Many schools are creating and expanding their work-based learning (WBL) offerings to provide students access to meaningful adult–youth interactions during high school in response to increased policy ...

Yup. This is a conversation I've been trying to kickstart. Glad All4Ed is moving things forward onlinelibrary.wiley.com/doi/10.1111/...

19.11.2025 15:34 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The Missing Middle | All4Ed Innovation and scale are only the means to an end. Yet it sometimes seems like they’ve become the goal. The pathways movement celebrates strategies that scale, applauds bold approaches, and races to g...

" It may be that scaling work-based learning has been so difficult because we aren’t focused on the right things. With more information, we can better codify what works and build the infrastructureβ€”including intermediariesβ€”needed to support scale. " all4ed.org/blog/the-mis...

19.11.2025 15:32 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

For more federally-aware folks: If ED operations are moving to other agencies, what is the role for other political appointees? For example, our soon-to-be former State Supt. is headed to run K-12 having been confirmed last month. What does that work look like?

19.11.2025 15:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0