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The Quiet Crisis in Peer Review: Why We Need to Rethink How We Validate Research

By  Khritish Swargiary Aug 31, 2026 47 0

Peer review remains one of the most important mechanisms for maintaining the quality, credibility, and integrity of scholarly research. For decades, it has served as a critical checkpoint between research findings and their acceptance by the academic community. However, the scholarly publishing landscape is changing rapidly, with rising manuscript submissions, increasing pressure to publish, reviewer shortages, and the growing use of artificial intelligence. These changes are forcing us to reconsider not only how research is published, but also how we determine what research deserves to be trusted.

Let me share something that's been bothering me lately.

I've reviewed over 60 research papers for Scopus and WOS indexed journals. I've seen the good, the bad, and the truly confusing. And I've noticed something shifting beneath our feet.

The problem isn't AI writing papers. We've all heard that concern. The real problem is something more subtle.

We're drowning in submissions while qualified reviewers are burning out. Journals are struggling to find experts who actually have time to give thoughtful feedback. Meanwhile, the pressure to publish has never been higher.

I saw this firsthand when I was reviewing papers while also teaching at Bongaigaon College and conducting research with IIT Guwahati on the Gyan Dhara initiative. The system is creaking.

What's actually changing?

Peer review is becoming more open, but not in the way you think
We're moving away from the old "double-blind" model. More journals are publishing reviewer comments alongside papers. It's messy. It's transparent. And it's forcing reviewers to be more accountable.

But here's the catch: many reviewers aren't comfortable with this. They worry about professional relationships. They worry about looking foolish. We need to normalize constructive criticism as a professional skill, not a personal attack.

Community-based review is emerging
I've been involved with ERUDIO Journal and other publications where editors are experimenting with "living" peer review. Papers get published quickly, then undergo open community review. It's faster. It's more democratic. But it requires trust in the academic community that we haven't fully built yet.

The AI review paradox
We're using AI tools to screen submissions for basic quality checks. But here's the irony: I've had to reject papers that were clearly AI-generated because they lacked any original insight. The technology meant to streamline publishing is creating more noise.

During my work on "How AI Revolutionizes Regional Language Education" and "Understanding Digital Self-Harm," I realized that AI is best at pattern recognition. But scholarship is about pattern disruption. That's what we need to protect.

Diversity isn't just a buzzword anymore
I've seen this shift dramatically. When I was invited as a plenary speaker in the Philippines and as a keynote speaker in Taiwan, I noticed something. Publishers are genuinely seeking voices from the Global South. They want perspectives that challenge Western-centric models.

My research on "Educational Impact on Political Engagement and Economic Development in India" showed me that local knowledge matters. Publishing platforms are finally catching up to this reality.

What I think will stick?

Preprint culture is here to stay
Remember when posting a preprint meant you couldn't publish in "real" journals? That's over. Platforms like arXiv and SSRN are becoming the primary channels through which research circulates. Journals are becoming validation services rather than distribution channels.

Data sharing will become mandatory
It's already happening. Funders are demanding it. Readers are expecting it. The days of "data available upon request" are numbered. During my survey research on the Gyan Dhara initiative, I saw how data transparency builds credibility.

New metrics are replacing impact factors
We're moving toward article-level metrics, altmetrics, and social impact measures. My book "Navigating the AI Abyss" was recommended by City University of Macau's library. That mattered more to me than a journal's impact factor. We need to measure what matters.

Post-publication review will grow
The conversation shouldn't end when a paper is accepted. I've seen this work in small communities like the University of Tsukuba's CRICED networks. Post-publication commentary enriches scholarship when done constructively.

What can we do?

As reviewers:
Say yes to reviewing papers in your area, but say no to unrealistic deadlines. Journals need to give us reasonable time. I've learned to ask for extensions when I need them. Quality matters more than speed.

As editors:
Diversify your reviewer pool. I've been promoting this through my editorial advisory board work with multiple international journals. Good reviewers aren't just in Oxford and Harvard. They're in Bongaigaon, in Malawi, in Peru. Find them.

As publishers:
Invest in reviewer training. Not everyone knows how to give constructive feedback. I learned this through SEAMEO-UT teacher training programs in Japan. Peer review is a skill that can be taught.

As authors:
Stop seeing reviewers as obstacles. They're your first readers. My books that received the most critical reviews are the ones I'm most proud of. They made me better.

The Big Picture
Scholarly publishing is changing because the world is changing. I've seen this firsthand in my work across educational innovation, from classroom teaching to international conference keynotes.

We need a system that serves knowledge, not careers. A system where a researcher in Assam can contribute as meaningfully as someone in Stanford. A system where peer review is honest, constructive, and fair.

The technology will keep evolving. The values need to stay constant: integrity, generosity, and a genuine love for learning.

When I teach my students at SBM College and Bongaigaon College, I tell them that research is a conversation across time and space. The publishing system is just how we organize that conversation.

Let's organize it better.

The future of peer review depends on balancing new technologies with thoughtful human judgment, transparency, and diversity.We must build a publishing culture that values rigorous, original, transparent, and trustworthy research.

Keywords

Peer review Scholarly publishing Research integrity Artificial intelligence Open peer review Reviewer burnout Research transparency Post-publication review Scholarly communication Academic publishing

Khritish Swargiary
Khritish Swargiary

Khritish Swargiary is a Lecturer in Education and a UGC-NET-qualified researcher. He serves on the editorial advisory boards of several international journals and is actively engaged in teaching, research, academic writing, and scholarly publishing. His academic interests encompass education, research, and interdisciplinary scholarship.

View All Posts by Khritish Swargiary

Disclaimer

The views and opinions expressed in this article are those of the author(s) and do not necessarily reflect the official policy or position of their affiliated institutions, the Asian Council of Science Editors (ACSE), or the Editor’s Café editorial team.

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