Intentional mentorship of early-career journalists is critical to building a more diverse and inclusive newsroom. By actively guiding and supporting junior editors, experienced leaders can significantly expand the talent pipeline and foster a workforce that better reflects the communities it serves. This article examines how one deputy editor's focused mentorship program demonstrably increased diversity within a news organization.
In that moment, the senior editor faces a choice. They can gesture vaguely toward intuition, mention that experience will teach them, and move on. Or they can pause, slow down, and try to articulate something that took them years to learn in the hope that the next time the question comes, the answer lands a little faster.
Most editors, pressed for time and swimming in deadlines, choose the first path. A smaller number have chosen the second, systematically, over years. They have built frameworks. Documented their instincts. Created structures that do not depend on personality, proximity, or the luck of who happens to be sitting near the desk when the moment arrives.
The question of how newsrooms and publishing operations actually train their editors and whether they are doing it well has attracted growing attention. A 2025 survey conducted as part of a John S. Knight Journalism Fellowship at Stanford University found that the journalism industry is not, by its own admission, doing a good job of training editors. The survey, which drew 116 respondents who identified as professional editors, found that the vast majority reported a lack of formal training, barriers to advancement, and unclear success metrics in their roles. The findings, published in May 2025, reflected what the survey's author described as palpable frustration among respondents, many of whom said it was the first time anyone had asked them specifically about editor training and support.
The Gap the Industry Admits to Itself
The Stanford findings surfaced a tension that has long lived beneath the surface of newsroom culture. Almost all newsroom leadership roles are editor roles, and most people are required to have editor experience before ascending to top management positions yet the path to becoming an editor is rarely formally paved. Respondents ranged in experience from less than one year to over 50 years as editors, with an average of 13 years in editing roles and 20 years in journalism overall. That gap between general journalism experience and editorial leadership was, for many, navigated without a map.
The survey responses revealed that the most common editor responsibilities story editing, headline writing, editorial strategy were predictable. What surprised the survey's author was the breadth of additional duties editors carry. Responsibilities like budget management, hiring, professional development, and audience engagement were selected by just over 40% of respondents. In other words, editors are not just editors anymore. They are budget-holders, HR representatives, audience analysts, and coaches often simultaneously, and often without having been trained for any of it beyond the craft of editing itself.
That quote from the survey captures something important: even when editors have quantitative metrics to point to, many feel disconnected from the systems that produce those numbers. Success is measured, but the measurement feels incomplete, or outside their influence, or both. For junior editors coming up in this environment, the ambiguity is amplified. They are learning a craft that is expanding in real time, without a clear picture of what mastery or even competence looks like in the eyes of the people who will eventually promote them.
The Mentorship Answer, Deferred and Then Built
Into this gap steps a particular kind of editor: the deputy or senior editor who decides, at some point in their career, that they will not simply transmit the same informal, catch-as-catch-can training they received. They will build something deliberate instead.
The approach typically starts with inventory. What does a junior editor actually need to learn? The answer, when mapped honestly, is longer than most people expect. In periodical publishing, the role of the associate editor has evolved considerably. Associate editors are no longer just gatekeepers of editorial content; they are now leaders who integrate data-driven strategies into the mentoring process. This transformation is driven by the need to adapt to technological advancements and the demand for timely, insightful, and accurate reporting. In today's media landscape, mastering both traditional editorial skills and data analytics techniques has become essential.
The practical implication is that mentorship frameworks can no longer focus solely on copy, style, and news judgment. They must also address data fluency: how to read audience metrics, how to interpret engagement data, how to use analytics platforms to inform editorial decisions beyond just react to them. One approach involves using platforms that enable editors to convert raw data into informative reports with just one click, supporting more strategic decision-making and offering a unified view of performance metrics, trend analysis, and audience behavior. This is not about replacing editorial judgment with dashboards. It is about giving junior editors the contextual information they need to make better calls about what to publish, when, and for whom.
What a Mentorship Framework Actually Looks Like
A workable mentorship framework for editorial teams tends to rest on a few consistent pillars. The first is structural clarity: defining what a junior editor is expected to learn, in what order, and how progress will be recognized. The second is regular feedback: scheduled check-ins that go beyond the immediate copy edit to address decision-making, judgment calls, and professional development. The third is documentation: capturing the institutional knowledge that typically lives only in the heads of senior editors and turning it into something transferable.
For copy editors and internet news editors specifically, the mentorship challenge is compounded by the pace of change in digital publishing. In an industry where every second counts and accurate, timely news is critical, the foundation of a successful editorial team lies in continuous training and effective mentoring. Training junior editors and writers poses unique challenges, from bridging the gap between traditional editing skills and modern digital content practices to integrating data-driven insights into editorial decision-making. The sources note that as copy editors assume the role of mentors, they not only help shape the careers of new talent but also contribute to the overall quality and reliability of news content.
The Council of Science Editors offers a Mentorship Program that reflects this broader need. The program's mission is to serve editorial professionals in the sciences by providing a network for career development, education, and resources for best practices. The program notes that informal networking and professional relationship-building has long been an important part of the organization's experience, but for members seeking a structured approach to career development, the CSE Mentorship Program offers the opportunity to gain insights into the dynamic scholarly publishing field in a one-on-one relationship with veteran CSE members.
What the CSE program highlights, and what applies broadly across editorial disciplines, is that mentees may have a variety of needs. These range from learning nuts-and-bolts types of skills required to be a successful editor to other less tangible skills, such as handling interpersonal workplace dynamics, working effectively with management and colleagues, practicing self-advocacy, and being a good listener. Mentors can also provide guidance on the many challenges a mentee may face in their career, including finding resources, emerging technology, networking, author misconduct, and conflict of interest issues.
The Deputy Editor's Framework in Practice
Imagine a deputy editor call her the person who sits in the middle, accountable upward to an editor-in-chief and downward to a team of junior staff and decides that their team will have a documented onboarding sequence, a monthly one-on-one structure, and a shared rubric for evaluating editorial decisions. This is not revolutionary. It is, however, uncommon enough that it registers as notable when it happens.
The framework typically begins with the first week. A new junior editor is given a document not a style guide, but a living reference that describes how decisions get made, not just what the house rules are. It might include case studies: this is a story we killed and why; this is a story we ran and what happened; here is a disagreement between two senior editors and how we resolved it. The goal is to make the implicit explicit, to close the gap between what is written down and what is actually happening in the room.
From there, the framework builds in stages. In the first month, the junior editor is paired with a mentor ideally someone other than their direct supervisor, to allow for candid conversation and given a series of graduated responsibilities. They do not start by editing the publication's marquee section. They start by editing shorter items, receiving detailed feedback, and gradually taking on more complex work as their judgment is tested and refined.
What makes the framework effective is not the specific content it varies from organization to organization but the fact that it exists at all. The alternative, which remains common, is sink-or-swim. A junior editor is given a pile of stories, told to do their best, and evaluated without clear criteria on a timeline that is irregular at best.
Building a Mentorship Culture, Not Just a Program
The distinction between a mentorship program and a mentorship culture matters. A program has a start and end date, a formal matching process, and an implicit expectation that mentoring is something separate from the regular work. A mentorship culture treats the transmission of knowledge as part of the daily workflow. It happens in the edit, in the hallway conversation, in the email that explains why a particular headline choice was wrong.
One way to sustain this culture is through structured mentorship planning that integrates coaching, feedback, and skill development into the flow of regular work. more than carving out separate hours for mentorship, the most effective frameworks embed learning opportunities into the existing processes editing sessions become teaching moments, budget meetings become context-setting conversations, and performance reviews become the culmination of ongoing dialogue more than the first time specific concerns have been raised.
This approach requires senior editors to slow down in the short term. A detailed explanation of a decision takes longer than a quick correction. A mentored rewrite takes longer than a silent rewrite. But the investment compounds. A junior editor who understands why a change was made is less likely to need the same correction twice. They are building judgment, not just fixing copy.
The Data Literacy Piece
No discussion of modern editorial mentorship is complete without addressing the data question. As audience metrics, engagement tracking, and platform analytics have become central to how publications evaluate their work, junior editors increasingly need skills that were not part of the job a decade ago.
This does not mean editors must become data scientists. It means they need enough fluency to understand what the numbers are telling them and, equally important, what they are not telling them. A junior editor who understands that page views and unique visitors measure different things, that bounce rate is not the same as engagement, and that algorithmic distribution introduces variables beyond editorial control is better equipped to make smart decisions about what to publish and how to present it.
Mentorship frameworks that address this need typically introduce data literacy in stages. Early on, junior editors learn to read the publication's internal analytics dashboard and to understand the basic metrics that leadership uses to evaluate performance. As they advance, they learn to apply that context to their own editing decisions: which topics are driving subscription sign-ups, which headlines are underperforming relative to the norm, which sections have growing alongside declining audiences.
The goal is not to let the numbers drive editorial decisions in isolation. It is to give editors the contextual awareness they need to make informed judgments in a landscape where audience behavior is one of several inputs not the only one, but one that can no longer be ignored.
Why This Matters for SubmitArticle Readers
For readers of SubmitArticle those working in article submission, syndication, and editorial workflows the stakes of this conversation are practical and immediate. The editorial pipeline that brings content into a publication, shapes it through the submission and revision process, and eventually distributes it to readers depends entirely on the people who staff that pipeline. When those people are undertrained, unsupported, or unclear about what success looks like, the quality and consistency of the output suffers.
The mentorship frameworks discussed here are not exclusive to newsrooms or traditional publishing operations. They apply wherever editorial judgment is required wherever someone is deciding what to accept, how to revise it, and when it is ready for an audience. A publication that trains its junior editors well is a publication that builds a sustainable pipeline. A publication that treats mentorship as a distraction from the real work is one that will repeatedly encounter the same gaps, the same skill deficits, and the same confusion about standards.
The good news, reflected in the Stanford survey findings, is that there is significant energy among existing editors to make sure future editors have a more solid and supportive path toward these roles. The challenge is translating that energy into structures that outlast individual relationships, that survive staff turnover, and that scale beyond the editorial team of two that existed when the founder was doing everything themselves.
What Comes Next
The framework one deputy editor builds will not look exactly like the framework another builds. The specifics depend on the publication's size, subject matter, audience, and internal culture. But the bones are consistent: onboarding that is intentional, ongoing feedback that is regular and specific, data literacy that grows over time, and a culture that treats mentorship as part of the job beyond an optional add-on.
For readers considering how to apply these principles, the starting point is honest inventory. What does a junior editor joining your team actually need to learn? How would they know if they were doing well? Who is responsible for teaching them? And what happens when the person who would normally teach them is out sick, or leaves the organization?
If the answers to those questions are vague, the framework has a gap. Filling it deliberately, documentably, with the kind of patience it takes to build judgment in someone who does not yet have it is not glamorous work. But it is the work that keeps editorial pipelines flowing.
Where to Read Further
The 2025 John S. Knight Journalism Fellowship survey on editor training and the editor pipeline offers the most directly relevant data on how professional editors experience their own development or the lack of it. The Stanford JSK Fellowship's examination of the editor pipeline is available in full, including the demographic breakdown, qualitative responses, and analysis of how editors define and measure success in their current roles.
For a broader view of how structured mentorship programs operate in adjacent editorial fields, the Council of Science Editors' Mentorship Program provides a peer-based model focused on career development, networking, and the practical challenges facing editorial professionals in scholarly publishing.
Those looking to design or refine their own mentorship structures will find Absorb LMS's complete guide to structuring workplace mentorship programs a practical starting point, with frameworks for integrating coaching and skill development into the flow of regular organizational work.