Writing in the Sciences vs Business 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
Business 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.
Business Writing
The course is structured across four logically sequenced modules that cover the complete writing lifecycle: foundational principles of effective communication (clarity, ownership of ideas, avoiding pretentious language), organisational structure using the "scaffold" framework, grammar and mechanics including common errors with pronouns, modifiers, commas, and apostrophes, and an advanced module on activating voice through simplicity, brevity, and active sentence construction. The content is tightly focused and free of filler, with 13 videos in the first module alone — each short enough to sustain attention while packed with immediately applicable advice. Learners consistently praise the course for making complex concepts about written communication feel accessible. One reviewer noted that the module on organisation alone is worth the course, and the recurring message that "the most important element of good writing isn't good writing — it's good organisation" resonated deeply with students across 165 countries. The course materials were described as "clear, practical, and immediately usable" by multiple reviewers. A recurring criticism, however, is that the course may be too introductory for writers with any prior formal training or professional experience. Several three-star reviewers noted they were looking for coverage of longer documents, report writing, and advanced rhetorical techniques that the course does not address. The course is explicitly designed for beginners and intermediate learners, which it serves extremely well — but sets expectations accordingly.
Dr. Quentin McAndrew is the primary instructor and consistently receives the strongest praise of any element in learner reviews. She holds a BA and MA in English from Stanford University and a PhD in English from the University of Colorado Boulder, where her students have ranked her among the best instructors at the university. She brings over a decade of corporate writing experience to her teaching, which gives her examples a grounded, real-world quality that distinguishes the course from purely theoretical writing instruction. Reviewers repeatedly describe Dr. McAndrew as engaging, down-to-earth, and exceptionally skilled at breaking down abstract writing principles into memorable, practical rules. Multiple learners used phrases such as "passionate," "clear," and "no-nonsense" to characterise her delivery. One reviewer wrote that "after taking this course, writing mistakes stand out to you like a karate kick" — crediting the instructor's memorable analogies and high-energy teaching style. The course also features two other instructors covering graphic design and presentation skills, which a small number of reviewers found tangential to their goal of improving writing. Dr. McAndrew's own modules, however, receive near-universal praise across all demographic groups and experience levels.
The course is available for free audit through Coursera, meaning all video lectures and most written materials can be accessed without payment. The paid certificate option is included in Coursera Plus (approximately $59 per month) or available as a standalone purchase. For learners already subscribed to Coursera Plus, the marginal cost is zero. Given that the course covers approximately 10 hours of high-quality instructional content from a research university with strong corporate grounding, the value proposition is strong. Over 30,000 students and 70+ companies have used the techniques taught in this course, suggesting that the certificate carries some professional credibility. The one caveat is that Coursera's subscription model has drawn criticism on consumer review platforms regarding billing transparency and refund policies. Learners who wish to access graded assignments and the certificate should factor this into their decision. For those who only need to audit the content, the value is essentially unlimited at zero cost.
The course includes 28 AI-graded assignments and 2 peer review exercises, giving learners multiple opportunities to practise the principles taught in each module. The AI grading provides immediate confirmation of whether learners have absorbed specific concepts, while the peer review components allow for authentic feedback on written samples. However, the peer review system received mixed assessments in learner feedback. Some reviewers noted that peer feedback is "inconsistent" in quality and depends heavily on who is enrolled at the same time. With a global learner base of varying language proficiency and writing experience, the quality of peer evaluation can fluctuate considerably. This is a structural limitation of large-scale MOOC peer review and not specific to this course, but it does affect the depth of feedback learners receive on their actual writing. The AI-graded quizzes embedded within videos are widely praised for reinforcing comprehension and maintaining engagement, but they cannot substitute for substantive editorial feedback on full-length documents. Learners seeking detailed critique of their writing style, voice, or advanced rhetorical choices will not find that level of personalisation here.
This is the course's defining strength according to the learner community. The principles taught — clarity, conciseness, logical structure, active voice, and purposeful organisation — are foundational to both professional and academic writing at all levels. One reviewer described being able to apply the techniques to work emails within the same week they were taught, and Rosa Zhou's detailed learning notes (published on Medium) document a similar immediate-applicability experience. The "scaffold" organisational framework taught in Module 2 is particularly praised for translating abstract concepts about structure into a repeatable, practical tool. Learners from engineering, law, business, and graduate study all describe the framework as directly usable in their writing contexts. The grammar and mechanics module (Module 3) received similar praise for addressing the exact errors that cause confusion in professional and academic settings — pronoun agreement, modifier placement, comma usage — with clear explanations of why these rules matter rather than just cataloguing them. Reddit discussions echo this applicability: one commenter working in email communication recommended the course specifically as a tool for improving day-to-day professional correspondence, noting that "it's less about writing for business and more about writing succinctly" — which is precisely the skill that transfers most broadly to academic contexts as well.
Scoring methodology applies identically to every course on the site — see the formula.