Writing in the Sciences vs Advanced Writing
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
Advanced Writing
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.
Advanced Writing
Learners consistently praise the course materials as informative, well-structured, and practical. The curriculum builds logically from argument essay construction through plagiarism awareness and MLA formatting to the more demanding synthesis and documented essay tasks. Videos are described as clear and engaging, and the downloadable PDF handouts are cited by multiple reviewers as especially useful for offline reference. A small number of learners noted that the synthesis essay module could benefit from more detailed explanations and worked examples, but this is a minority view against an otherwise very positive picture of content quality.
Instructors Tamy Chapman, Helen Nam, and Brad Gilpin receive warm praise throughout the review corpus. Learners describe the teaching style as approachable, encouraging, and clearly structured. The instructors are noted for breaking down complex writing concepts into manageable steps, making topics like synthesis and source integration accessible even to learners new to college-level writing. No instructor-specific complaints appear in any meaningful volume; the rare negative reviews focus on platform issues rather than teaching quality.
With 257,000-plus enrolled learners and a free audit option that gives access to all video lectures and PDF handouts, this course delivers strong value at zero cost for self-study. Paid access through Coursera Plus unlocks peer-reviewed assignments and a shareable certificate, which many learners judge to be worth the subscription cost. A handful of reviewers note that the peer-feedback and quiz features are paywalled and that this limits the free experience, but the overall consensus is that the course offers excellent value relative to its price.
Peer review is the primary feedback mechanism in this course, and it attracts the most criticism in the review corpus. Multiple learners note that peers sometimes grade inconsistently, that reviews can be delayed for days, and that some classmates appear not to understand the flexibility inherent in academic writing. One reviewer recommends requiring graders to justify their scores in writing so that feedback becomes more useful for improvement. Despite these frustrations, many learners also describe peer review as a valuable learning experience in itself, saying it helped them read essays more critically and become more aware of their own writing habits.
Learners repeatedly report applying the skills learned here directly to university coursework, professional writing tasks, and further academic study. The focus on MLA citation, synthesis of multiple sources, and avoiding plagiarism maps closely to real college assignment requirements, and several reviewers explicitly say the course transformed their confidence when writing long essays. The practical, assignment-driven structure — culminating in a documented essay with a Works Cited page — is cited as making the learning feel immediately usable rather than theoretical.
Scoring methodology applies identically to every course on the site — see the formula.