Writing in the Sciences vs English for Research Publication Purposes
Same Bayesian formula, same rubric — so the difference in scores reflects the difference in the courses, not the difference in how we evaluated them.
Coursera · Academic Writing
Writing in the Sciences
Coursera · Academic Writing
English for Research Publication Purposes
Per-criterion
Writing in the Sciences
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.
English for Research Publication Purposes
The course is organised into four thematic modules that follow the natural arc of preparing research for international dissemination. The first module introduces the conventions of academic genre in English — why research writing in English follows specific structural and rhetorical patterns, and how awareness of genre expectations reduces revision cycles during journal submission. The second module focuses on the anatomy of a research article: crafting an effective title and abstract, writing an introduction that situates the contribution within a literature, and structuring a discussion section that answers the questions raised in the opening. The third module addresses the language mechanics of academic English: hedging and stance markers, passive constructions, citation integration, and the vocabulary patterns that differentiate publishable academic prose from informal writing. The fourth module covers oral conference dissemination — structuring presentations, managing questions in English, and adapting written arguments for spoken academic contexts. Learners consistently describe the content as structured and practically oriented. The course draws on English for Specific Purposes (ESP) methodology, reflecting the UAB Language Service's long-standing research tradition in academic English for non-native speakers. One recurring note in learner feedback is that the course covers a broad canvas in a relatively short runtime, which means some modules feel overview-level rather than deeply worked. Learners who arrive expecting sentence-level feedback on their own drafts may find the content better suited as a framework-building complement to their own writing practice.
The course is taught by members of the UAB Language Service (Servei de Llengües), a specialist unit that has delivered English for research writing programmes to UAB faculty and doctoral students for over two decades. The instructors — who include academic English specialists with applied linguistics backgrounds and extensive experience running in-person Research Papers courses across the sciences, social sciences, and humanities — bring professional credibility that is grounded in real institutional practice rather than generic EFL instruction. Jose Ygoa-Bayer, who co-instructs UAB's closely related English for Teaching Purposes MOOC (4.7 stars, 117,000+ enrolled learners), brings a research background in Communication Science and more than twenty years of specialist academic language teaching at a research-intensive university. The team's familiarity with the specific pressures faced by non-native English-speaking researchers publishing in international journals gives the course a credibility and relevance that more generic academic writing courses struggle to match. Learners from continental European, Latin American, and Asian research institutions describe the instructors as knowledgeable, calm, and accessible. The presentation style is described as measured rather than performative — appropriate for the course's academic audience. Occasional learner notes mention that the delivery is slightly formal compared to the more dynamic style of some commercial MOOCs, but the substantive quality of the guidance is consistently praised.
The course content is accessible via Coursera's standard model: audit track learners can access video lectures and reading materials freely, while graded assignments and the certificate of completion require either a Coursera Plus subscription or a one-time course fee. Financial aid is available through Coursera's standard application process, which makes the paid track accessible to learners from lower-income contexts. For the course's target audience — doctoral students and research staff at institutions without dedicated English for research writing support — the value proposition is strong. Equivalent face-to-face courses at the UAB Language Service are structured as 20-hour in-person programmes with admission requirements (minimum B2.2 language proficiency) and limited places. The MOOC format removes both the geographic constraint and the scheduling barrier. Compared with specialised academic English programmes at other institutions — Nature Masterclasses, academic writing workshops offered by publishers, or university continuing education programmes — the price point is significantly lower for comparable content depth. The UAB credential is recognised across European academic institutions and adds modest but genuine value for researchers building their professional profile. For a doctoral student preparing their first international journal submission, the course provides a structured framework that could meaningfully reduce the probability of a desk rejection based on presentation rather than research quality.
The primary assessed activity in the course is a peer-reviewed writing exercise: learners draft either an abstract or an introduction for a research article in their own discipline, then review two peers' drafts using a structured rubric aligned to the genre conventions taught in the course. This design is pedagogically coherent — requiring learners to act as reviewers sharpens their ability to apply genre criteria analytically, which transfers back to their own writing. In practice, however, peer review quality is uneven, as is the case with most MOOCs at this scale. Learners writing in highly specialised fields — niche engineering subdisciplines, for example — are often reviewed by peers without domain familiarity, which limits the reviewers' ability to comment on disciplinary appropriateness. Some learners report receiving feedback that addresses surface grammar rather than the structural and rhetorical dimensions the course emphasises. There is no instructor-graded track at the MOOC enrolment scale, and discussion forum activity — which could partially compensate through community engagement — varies by cohort. Learners who have already participated in small-group writing workshops or writing retreats may find the peer review mechanism underwhelming by comparison. For researchers at institutions with active writing centres or doctoral training programmes, the course's feedback mechanisms work best as a structured orientation rather than a substitute for expert mentorship.
The strongest dimension of this course is the direct alignment between its curriculum and the actual tasks researchers face when preparing work for international publication. Unlike general academic writing courses that teach essay structure, this MOOC focuses specifically on journal article conventions — the rhetorical moves of an introduction, the conventions of abstract structure across disciplines, the hedging language required by peer review culture, and the argumentative architecture of a discussion section. These are precisely the skills that non-native English-speaking researchers in European universities identify as the most significant barriers to international publication. Learners across disciplines — from life sciences to education research to engineering — report applying the course frameworks directly to manuscripts they were preparing during or immediately after the course. The module on conference dissemination is specifically valued by early-career researchers who have not had supervised practice presenting in English at international conferences and find the oral genre conventions as challenging as the written ones. UAB's institutional context adds practical relevance: the course reflects the challenges experienced by researchers at a multilingual European research university navigating the anglophone publication landscape, which resonates strongly with the majority of its target learners from non-native English-speaking research contexts. The frameworks taught are discipline- agnostic enough to apply across STEM and humanities, while remaining grounded in real publication norms rather than idealised academic prose.
Scoring methodology applies identically to every course on the site — see the formula.