Writing in the Sciences vs How to Write and Publish a Scientific Paper (Project-Centered Course)

The course covers an impressive breadth of scientific writing topics across eight weeks: principles of effective writing, cutting clutter, sentence and paragraph structure, manuscript organisation (IMRAD format), the peer review process, grant writing, ethical issues in publication, and communicating with general audiences. Learners consistently describe Weeks 1–6 as containing some of the most practically useful writing instruction available anywhere online, with concrete exercises and annotated real-world examples drawn primarily from published research. The main criticism from a minority of reviewers — particularly those from chemistry, engineering, or physics backgrounds — is that roughly 80% of the illustrative examples come from biomedical and epidemiological journals. Reviewers SchahrYar and Kristin Wenger each gave two-star ratings specifically because the course "should really be called Medical Journal Writing." That said, the principles themselves are universally applicable, and the majority of learners from non-biomedical fields still report significant improvement in their writing. The inclusion of three interviews with active journal editors was singled out by multiple reviewers as an unexpected highlight, giving learners insider perspective on what makes submissions succeed or fail. Content for later weeks — covering grant proposals, recommendation letters, review articles, and personal statements — rounds out a curriculum that goes well beyond introductory MOOC fare.

Dr. Kristin Sainani holds a PhD in epidemiology and an MS in statistics from Stanford University, and separately studied science writing at UC Santa Cruz. She has received multiple Excellence in Teaching Awards from Stanford's graduate epidemiology programme and publishes actively in both academic and mainstream science outlets. Her dual identity as researcher and science communicator is apparent throughout — she writes about the pitfalls of academic prose from direct personal experience, not just theory. Learner feedback about her delivery is almost uniformly glowing. Phrases like "just amazing," "personable and encouraging," "animated and educational," and "a genius" appear repeatedly across forums, Reddit threads, and official Coursera reviews. Reviewer Andrea López Salmerón wrote: "I am no longer afraid to write but the most important thing is that you inspired me." Lukman Aliyu's widely read Medium post noted that "her personable and encouraging teaching style makes the training approachable and fun." The only instructor-related criticism found across hundreds of forum posts was a single isolated comment questioning a minor point of English grammar — a complaint that did not resonate with the wider learner community given the 89% five-star rating. By any measure, Dr. Sainani is among the most consistently praised instructors across all Coursera courses.

The course is fully auditable for free, which is the dominant access mode cited on Reddit, r/PhD, r/AskAcademia, and r/Biochemistry. Free auditors gain access to all video lectures, transcripts, and most quizzes. A Coursera Plus subscription or one-time certificate purchase is required to submit peer-reviewed writing assignments and earn a shareable certificate — a cost-benefit that most learners describe as well worth it given the calibre of the instruction. For researchers considering the cost of equivalent in-person scientific writing workshops (which commonly run $500–$2,000 per day), the Coursera subscription model represents extraordinary value. A postdoc reviewer on Coursera wrote: "I am a postdoc and I feel that I should have taken this course earlier" — capturing the sentiment of many experienced researchers who wish they had encountered the material sooner in their careers. Financial aid is available via Coursera for learners who cannot afford the certificate fee, further improving accessibility. Given the 607,000+ enrolments and near-perfect ratings, the course clearly delivers returns well beyond its cost.

The course uses peer-reviewed written assignments as its primary assessment mechanism. Rather than a simple rubric-click system, students are asked to edit essays directly in a word processing environment, a design that several reviewers described as more substantive and useful than the peer review systems in other MOOCs they had tried. The main limitation is inherent to peer assessment at scale: the quality of peer feedback is uneven, and some learners report receiving superficial or unhelpful comments from co-learners who may themselves be early in their writing development. This is not a critique specific to this course — it is a structural feature of all large-scale MOOC peer review — but it does mean that learners seeking expert editorial feedback will need to supplement the course with other resources. Quizzes throughout the course are well-constructed and reinforce the core principles effectively. Multiple reviewers noted that the exercises and practice examples pushed them to apply principles immediately, which accelerated skill development compared to courses that rely on passive video consumption alone.

The real-world impact reported by learners is the course's most striking attribute. A first-year undergraduate on Reddit reported earning "top of the class grades for all my essays the past 2 semesters" after completing the course. A medical researcher wrote: "This course definitely improved my writing; I'm sure it will increase the likelihood of getting my work published." Another learner described it as "a game changer for me so far as my grasp of grammar and English is concerned." Reviewers consistently use the language of immediate application: tips and techniques transferred directly into manuscripts, grant applications, thesis chapters, and even emails and reports within weeks of completing the course. Brandon Lynn Sharp wrote that "Weeks 1–6 were filled with some of the most useful information I've ever read," and Ishan Agrawal confirmed "my writing has improved significantly in these 8 weeks." The AESA Network review by researchers Shaktiranjan Das and Ayush Emmanuel Lal concluded that the course is "an excellent choice for anyone seeking to grasp the nuances of effective scientific writing," and recommended that educators in other countries adopt its instructional approach for their own scientific writing curricula.

The course is divided into four tightly structured weeks. Week one introduces the academic publishing ecosystem — how journals operate, what peer review means in practice, and the ethical obligations of researchers submitting work. Week two addresses the pre-writing phase: identifying genuine contribution, conducting a literature review, and framing the research question so it is clearly positioned within the existing body of knowledge. Week three covers the anatomy of a journal article — abstract, introduction, methods, results, discussion and references — together with hands-on guidance for managing bibliographies with Zotero. Week four completes the journey with post-writing quality assurance: the signature submission checklist that learners build incrementally throughout the course and then apply to their own draft. The content was conceived by a team of six École Polytechnique PhD candidates under the scientific supervision of Mathis Plapp, a CNRS senior scientist. That origin shows in the material: it is written from the perspective of people who were actively navigating the publication process at the time of recording, which gives it a pragmatic, insider tone that pure textbooks rarely match. Learners from STEM, social sciences and humanities all report finding the framework transferable, though the examples lean toward natural-science contexts. One recurring mild criticism is that the recorded lectures have not been substantially updated since the course launched in 2016, so some platform-specific screenshots and minor conventions reflect an earlier era of publishing. Core principles remain fully valid.

Mathis Plapp is an Assistant Professor in the Physics Department at École Polytechnique and a senior scientist at the French national research centre CNRS. He serves as scientific supervisor for the course, with the bulk of the teaching performed by the PhD-candidate team who designed the MOOC. That dual structure — practising researchers delivering content they have personally applied — is one of the course's clearest differentiators. Learners consistently describe the instructors as credible and relatable. The fact that the content was created by PhD students who were simultaneously trying to get their own papers published gives the advice an authenticity that is hard to manufacture. Presenter delivery is described variously as "clear," "systematic," and "to the point," though some viewers find the presentation style somewhat dry compared to more performance-oriented MOOC instructors. No learner in our sample questions the subject-matter expertise of the team; occasional criticism centres on pacing — some modules feel dense relative to their running time.

The full instructional content is free to audit with no paywall. An optional Coursera certificate is available via the paid subscription or a one-time fee, and financial aid is available for learners who apply. Given that the course requires roughly seven to ten hours of study plus approximately ten hours of project work — a total commitment of under three weeks for most learners — the value density is very high. More than 210,000 learners have enrolled, and the 4.6 Coursera rating from over 2,700 individual reviews confirms sustained satisfaction across a large, diverse audience. For a PhD student preparing their first journal submission, avoiding even one avoidable rejection letter represents a return on investment that far exceeds the course's cost. The free Zotero integration guidance alone saves many first-time authors hours of bibliography management effort. The optional certificate holds modest market value on its own but can serve as a useful credential supplement for early-career researchers.

The primary assessed component is a peer-reviewed abstract submission: each learner writes their own abstract based on their existing research project, then reviews two peers' abstracts using a structured rubric. This mirrors the actual peer-review process at journals, which is an elegant design choice — learners experience the reviewer's perspective as well as the author's, building empathy for both sides of the process. However, in practice the quality of peer feedback varies considerably. As with most large MOOCs, the anonymity and voluntary engagement of reviewers means some learners receive thorough, constructive critiques while others receive only minimal comments. There is no instructor-led feedback loop on individual submissions at this enrolment scale, which is understood but still noted as a gap by learners who want expert commentary on their specific draft. The checklist exercise at the end of week four is self-assessed, which limits its corrective power even though it is highly practical as a standalone tool.

This is the course's strongest dimension. The entire curriculum is structured around a real work product — learners are expected to have an existing research project and they apply every lesson to that project in real time. The output of the course is not a hypothetical exercise but a draft structure, a Zotero-managed bibliography, a written abstract, and a personalised submission checklist ready for immediate use. Learners across disciplines — chemistry, social sciences, engineering, public health — report applying the framework directly to papers they were actively preparing for submission. The journal-selection module, which walks through scoping, impact factor considerations, and matching a paper's contribution to a target journal's readership, is specifically called out by multiple reviewers as something they immediately put to use. Gerges Tannous, a PhD candidate who reviewed the course on Medium in 2016, published his personalised checklist on GitHub and credited the course framework as its basis. The practical orientation is embedded in the course's project-centred design philosophy from the first lecture.