# Optional Essay Workbook: [School name], [Round] > A workbook for the optional or additional-information essay in an MBA > application: the place to give the admissions committee facts it needs > but cannot find elsewhere, such as an employment gap or career break, > a low grade point average or test score, the choice of a recommender > other than your current supervisor, an unusual career path or other > circumstances that affect how your record should be read. It helps > you decide whether to write it at all, then gives a short structure > (fact, context, evidence), worksheets for each situation, alternative > evidence of academic readiness described generically, and a scored > self-edit. It is for applicants to leading international MBA and EMBA > programmes. Source basis: the published application instructions of > business schools, described by type only, and GMAC and ETS test > information checked on the official pages. Prompts are never quoted. > Replace every `[bracketed]` value and every row marked *Example*. This > is a planning aid, not admissions, legal, medical or financial advice, > and it gives no promise of admission. ## Document control | Field | Value | |---|---| | Document ID | [ESS-OPT-001] | | Applicant | [Your name] | | School and programme | [School name], [Full-time MBA / EMBA / Part-time MBA] | | Round and deadline | [Round N], YYYY-MM-DD HH:MM [time zone] | | Question scope | [Open "additional information" / Limited to extenuating circumstances / Specific question, for example about recommenders] | | Prompt wording | [Paste privately from the school's current application, or link to it] | | Word or character limit | [N words / no stated limit] | | Topics to address | [Gap / GPA / Test score / Recommender / Other] | | School AI-use policy checked | YYYY-MM-DD, [link] | | Version | [0.1] | | Status | [Decide / Draft N / Final / Submitted / Not submitted, reason recorded] | | Reviewed by | [Mentor, coach or colleague name] | | Last updated | YYYY-MM-DD | ## Contents 1. Purpose and when to use 2. What this prompt type is asking 3. Process 4. Timeline 5. Decision test: write it or not 6. Structure: fact, context, evidence 7. Evidence bank 8. Situation worksheets 9. Alternative evidence of academic readiness 10. Drafting workbook 11. Technique fragments and before-and-after 12. Self-edit rubric 13. Quality checklist 14. Common mistakes 15. AI-use and ethics rules 16. My notes and next steps ## 1. Purpose and when to use An admissions committee reads your file as a whole and looks for signals of academic readiness, professional progression, leadership and fit. When one signal is weak or missing, the reader has to guess why. Guesses are rarely generous. The optional essay replaces the guess with facts: what happened, the relevant context, and evidence that the weakness does not predict how you will perform in the programme. Use it when any of the following is true and nothing else in the application explains it: - A gap of more than a few months in education or employment, including career breaks for caregiving, health, relocation, study, military or public service, or a job search after redundancy. - An undergraduate grade point average below the typical range of the school's class profile, a weak semester, or low grades in quantitative courses. - A test score, or a quantitative or verbal section score, noticeably below the school's typical range, when you do not plan to retest or have retested without improvement. - Recommenders who are not your current direct supervisor, when the school's instructions expect one. - Short job tenures, an unusual sequence of roles, a demotion or a move that might look like a step back. - Anything the application asks about elsewhere that needs context, if the school directs you to explain it here. Do not use it to add a second personal statement, to repeat your resume, to list more achievements, or to explain why you love the school. Several schools say explicitly that the optional essay should be used only when needed; check your school's wording. ## 2. What this prompt type is asking | Prompt variant (described) | What it permits | Typical limit | |---|---|---| | Open additional information | Anything relevant the committee cannot find elsewhere | Short to moderate, check the form | | Extenuating circumstances | Gaps, weak academic or test results, recommender choice and similar | Short, often a few hundred words | | Specific question on recommenders | Why a recommender is not your current supervisor | Very short | | Separate mandatory questions (for example on academic discipline or legal matters) | Not optional: answer truthfully where the form asks | As specified | Some schools also have a separate question for reapplicants (see `mba/mba-reapplicant-essay`) or a short-answer section that covers similar ground (see `mba/mba-short-answers`). Do not repeat in the optional essay what you have already explained there. | Item | Your notes | |---|---| | Scope of this school's question | [ ] | | Limit | [ ] | | Topics in scope that apply to me | [ ] | | Topics already explained elsewhere in the application | [ ] | | Mandatory disclosure questions elsewhere in the form | [ ] | ## 3. Process The flow starts with a decision, not a draft. If you write, keep the essay to the minimum that answers the reader's question, then check the facts against your transcript, test report and resume. ```mermaid flowchart TD A["List possible concerns in your file"] --> B["Decision test (section 5)"] B --> C{"Any concern scores Write?"} C -- "No" --> Z["Do not submit; record the reason"] C -- "Yes" --> D["Pick the matching worksheet (section 8)"] D --> E["Collect evidence (section 7)"] E --> F{"Academic concern?"} F -- "Yes" --> G["Plan alternative evidence (section 9)"] F -- "No" --> H["Draft: fact, context, evidence"] G --> H H --> I["Rubric and fact check against documents"] I --> J["AI-use policy check, then submit"] ``` ## 4. Timeline | When | Step | Output | |---|---|---| | T-9 months | Compare GPA and test scores with the school's published class profile; decide on retest or alternative evidence | Section 9 plan | | T-6 to T-3 months | Complete alternative evidence (course, retest); request official transcripts | Grades and score reports | | T-8 weeks | Decision test for each concern | Section 5 table | | T-6 weeks | Collect evidence, draft | Draft 1 | | T-4 weeks | Reviewer read: "Does this answer my question as a reader?" | Draft 2 | | T-2 weeks | Fact check against transcript, test report, resume and recommender brief | Final | | T-0 | Submit | Submitted copy | Dates: [Deadline YYYY-MM-DD]. Check test registration and score reporting times on the official pages (mba.com for GMAC exams, ets.org for the GRE) before planning a retest. ## 5. Decision test: write it or not For each possible concern, answer three questions: 1. Would an admissions reader notice it within a minute of reading the file? 2. Would the reader likely draw a wrong or harmful conclusion without an explanation? 3. Is it explained anywhere else in the application (resume, short answers, recommenders, a data form)? | Concern | Noticed? | Wrong conclusion likely? | Explained elsewhere? | Decision | |---|---|---|---|---| | Eight-month gap between jobs in 2023 (March to October) *(Example)* | Yes | Yes (reader may assume dismissal or lack of direction) | No | Write | | Cumulative GPA 3.11 on a 4.0 scale, strong last two years *(Example)* | Yes | Possibly | No | Write, with alternative evidence | | Second recommender is a client, not my manager *(Example)* | Yes | Yes | No | Write, two sentences | | One B- in an elective in third year *(Example)* | No | No | Not needed | Do not write | | [Concern] | [ ] | [ ] | [ ] | [ ] | Rule: write when the first two answers are "yes" and the third is "no". If only the first is "yes", consider a single sentence in the resume or a data field instead. ## 6. Structure: fact, context, evidence Every topic in an optional essay can follow three moves: 1. **Fact**: what the reader sees in your file, stated plainly and accurately. 2. **Context**: what was happening, in neutral language, without excess detail. 3. **Evidence**: why the concern does not predict your future performance, shown with documents or results. Word budget per topic (rounded to the nearest 5 words; remainder on Evidence): | Part | Share | 100 words | 250 words | 500 words | |---|---|---|---|---| | Fact | 20% | 20 | 50 | 100 | | Context | 30% | 30 | 75 | 150 | | Evidence | 50% | 50 | 125 | 250 | | Total | 100% | 100 | 250 | 500 | Excel: limit in `B1`, share in `B3`, `=MROUND($B$1*B3,5)`; Evidence is `=$B$1-SUM(other parts)`. Use short headings or one paragraph per topic if you address more than one topic. Most optional essays need between 100 and 300 words; using the full limit is not a goal. Two topics are common; three or more suggests you are explaining too much and should check the decision test again. ## 7. Evidence bank | ID | Evidence | Supports which concern | Where the school sees it | Date | |---|---|---|---|---| | EV-01 *(Example)* | Grades by year: 2.45, 2.80, 3.55, 3.70 | GPA trend | Official transcript | Graduated 2021 | | EV-02 *(Example)* | Three for-credit quantitative courses (statistics, calculus, financial accounting), all graded A | Academic readiness | Supplementary transcript uploaded | 2026 | | EV-03 *(Example)* | GMAT Focus Quantitative Reasoning section score 85 | Quant readiness | Official score report | 2026 | | EV-04 *(Example)* | Certificate from a relevant short course completed during the career break | Gap | Resume, additional section | 2023 | | EV-05 | [ ] | [ ] | [ ] | [ ] | Worked example of the GPA trend (fictional), on a 4.0 scale, weighted by credits: | Year | GPA | Credits | GPA x credits | |---|---|---|---| | 1 | 2.45 | 30 | 73.50 | | 2 | 2.80 | 32 | 89.60 | | 3 | 3.55 | 30 | 106.50 | | 4 | 3.70 | 28 | 103.60 | | Total | | 120 | 373.20 | Cumulative GPA = 373.20 / 120 = 3.11 (Excel `=SUMPRODUCT(B2:B5,C2:C5)/SUM(C2:C5)`). GPA for years 3 and 4 = (106.50 + 103.60) / 58 = 3.62 (Excel `=SUMPRODUCT(B4:B5,C4:C5)/SUM(C4:C5)`). The trend is the strongest single piece of evidence here; state both numbers and let the reader see the change. Use the grading scale on your transcript; do not convert grades yourself unless the school asks you to and tells you how. ## 8. Situation worksheets ### 8.1 Gap or career break | Question | Your answer | |---|---| | Exact dates of the gap (month and year) | [MM/YYYY to MM/YYYY] | | Reason, in one neutral sentence | [Caregiving / health / relocation / redundancy and job search / study / travel / personal project / other] | | What you did during the gap that is relevant (learning, caregiving responsibilities, freelance work, volunteering) | [ ] | | How the gap ended | [New role, return to study] | | Evidence that the reason is resolved and does not affect your ability to complete the programme | [ ] | | Is the gap shown on your resume with the same dates? | [Yes / No] | Notes: caregiving and health breaks need only a brief, neutral explanation. You are not required to share medical details; one sentence stating that a health matter or a family responsibility required your time, and that it is now resolved or managed, is usually enough. Redundancy is common and is not a failure; say what happened and what you did next. ### 8.2 Low GPA or weak academic record | Question | Your answer | |---|---| | The number the reader sees, with scale | [GPA and scale] | | Pattern: early weakness, single bad term, weak subject area or overall | [ ] | | Context (work hours during study, family responsibility, adjustment, health) stated without excuse | [ ] | | Trend evidence (later years, major GPA) | [ ] | | Alternative evidence (section 9) | [ ] | | What you would say if asked in an interview | [ ] | ### 8.3 Low test score or section score | Question | Your answer | |---|---| | Test, total and section scores, and the school's reported range (with source and date) | [ ] | | Number of attempts and plan to retest or not | [ ] | | Which skill the score may underrepresent, and other evidence of that skill | [ ] | | Alternative evidence (section 9) | [ ] | Dated fact (as of October 2026, checked on mba.com 2026-10-28): the GMAT exam is the Focus Edition with three 45-minute sections (Quantitative Reasoning, Verbal Reasoning and Data Insights), a total score from 205 to 805 and section scores from 60 to 90. The GRE General Test reports Verbal and Quantitative Reasoning scores on a 130 to 170 scale (ets.org). Check the official pages for the current format and for how schools see multiple attempts: https://www.mba.com and https://www.ets.org/gre ### 8.4 Recommender choice | Question | Your answer | |---|---| | Who the school's instructions suggest (for example, current supervisor) | [ ] | | Who you chose instead and their relationship to you | [ ] | | Reason (for example: current employer unaware of your application, new role under six months, family business, start-up founder role, supervisor left the company) | [ ] | | What the chosen recommender can observe that a supervisor could not | [ ] | Two or three sentences are usually enough. A confidential job search is a normal reason; say so plainly. ### 8.5 Short tenures, unusual path or other circumstances | Question | Your answer | |---|---| | What the reader sees | [ ] | | The logic connecting the moves, in one sentence | [ ] | | Evidence of performance in each role | [ ] | | Anything the school asks about elsewhere that needs context here | [ ] | ### 8.6 Matters with mandatory disclosure questions Some applications include required questions on academic discipline, employment termination or legal matters. These are not optional and are outside the scope of this workbook's advice. Answer the form's questions truthfully and completely, follow the school's instructions on where explanations go, and consider seeking qualified advice where a legal matter is involved. Never omit a required disclosure: schools may withdraw offers for misrepresentation. ## 9. Alternative evidence of academic readiness When your undergraduate record or test score is weak, recent evidence can show that it does not predict your performance now. The options below are described generically; whether and how a school weighs them differs, so check each school's instructions or ask its admissions office. | Option (generic) | What it shows | Strength of signal | Notes | |---|---|---|---| | Retest of the admissions test with a higher score, especially in the weak section | Current skill under standard conditions | Strong, directly comparable | Most schools consider the highest score; confirm the school's policy | | For-credit courses at an accredited university or college (in person, extension or online), with an official transcript | Ability to perform in graded academic work | Strong if quantitative and graded A or equivalent | Typical choices: statistics, calculus, microeconomics, financial accounting | | Non-credit online courses with graded assessments and a verifiable certificate | Initiative and some skill | Moderate to weak; varies widely | Prefer courses with proctored or graded exams | | Pre-MBA quantitative preparation courses offered by some business schools or providers | Readiness for core courses | Moderate | Some schools recommend specific preparation after admission; check | | Professional qualifications with quantitative examinations (for example in finance or accounting) | Sustained quantitative study | Moderate to strong, depending on level passed | Report results honestly, including levels not yet passed | | Quantitative work evidence (modelling, analytics) described on the resume and by recommenders | Applied skill | Supporting only | Does not replace graded evidence | | Executive Assessment or other tests accepted by the school | Current skill | Depends on the school | Check which tests each programme accepts | Plan (fill in): | ID | Option | Provider (generic description) | Start | End | Expected evidence | Status | |---|---|---|---|---|---|---| | AE-01 *(Example)* | Statistics, for credit | University continuing education, online | 2026-01 | 2026-04 | Official transcript, grade | Done, A | | AE-02 | [ ] | [ ] | YYYY-MM | YYYY-MM | [ ] | [ ] | Check before you rely on it: course acceptance, transcript requirements and test policies change; confirm on each school's admissions page for your cycle. ## 10. Drafting workbook 1. What exactly will the reader notice? Write it as the reader would describe it. [ ] 2. What one sentence of context makes it understandable? [ ] 3. Which two pieces of evidence most directly answer the concern? [ ] 4. What, if anything, have you done since that shows it does not predict your performance? [ ] 5. Is any part of the draft an excuse rather than context? Delete it. [ ] 6. Is anything in the draft already in the resume or short answers? Delete it or shorten it to a reference. [ ] 7. Would you be comfortable discussing every sentence in an interview? [ ] 8. Does the essay end on evidence, not on apology? [ ] ## 11. Technique fragments and before-and-after **Technique 1: lead with the fact.** > *Fictional fragment.* My cumulative GPA is 3.11. It reflects two weak first years, when I worked about thirty hours a week to pay tuition; my grades in the final two years averaged 3.62. **Technique 2: neutral context for a career break.** > *Fictional fragment.* From March to October 2023 I was the main carer for a parent after surgery. During that period I completed an online data analysis course, and I returned to full-time work in November 2023. **Technique 3: recommender choice in two sentences.** > *Fictional fragment.* My second recommendation comes from the client lead I have worked with daily for two years rather than from my current manager, who joined three months ago. She has seen my work across six projects and can speak to it in more detail. **Before and after (fictional):** | Weak | Why it is weak | Stronger | |---|---|---| | I believe my GPA does not reflect my true potential as a student. | A claim, no fact, no evidence | My GPA in my final two years was 3.62, and I earned A grades in three for-credit quantitative courses in 2026. | | Due to various personal circumstances beyond my control, there is a gap in my resume. | Vague, invites speculation | I was not employed from March to October 2023 while I cared for a parent after surgery. | | I know my quant score is low, but I am very good with numbers at work. | Admits the concern without new evidence | My Quantitative Reasoning section score was 85 on my retest, and I build the monthly forecast model for my region. | ## 12. Self-edit rubric | Criterion | 1 Weak | 2 Developing | 3 Strong | 4 Excellent | Draft score | |---|---|---|---|---|---| | Necessity | Topics that did not need explaining | Mostly necessary | Only necessary topics | Only necessary topics, and nothing that is explained elsewhere | [ ] | | Fact first | Fact hidden or missing | Fact late or vague | Fact stated plainly early | Fact in the first sentence, accurate to the document | [ ] | | Context without excuse | Excuses or blame | Context but too long | Neutral, brief context | Neutral, brief, enough for a fair reading | [ ] | | Evidence | None | Claims of ability | One relevant piece of evidence | Recent, verifiable evidence that directly answers the concern | [ ] | | Economy | Long, repetitive | Somewhat padded | Concise | As short as possible, nothing to cut | [ ] | | Tone | Apologetic or defensive | Uneven | Matter-of-fact | Matter-of-fact, confident, respectful of the reader's time | [ ] | | Accuracy | Inconsistent with documents | Minor inconsistencies | Consistent | Consistent, every number traceable to a document | [ ] | ## 13. Quality checklist - [ ] Each topic passed the decision test. - [ ] Each topic is within the scope of this school's question. - [ ] The fact is stated in the first sentence of each topic. - [ ] Context is neutral and no longer than the evidence. - [ ] Every number matches the transcript, score report or resume. - [ ] Alternative evidence is verifiable and visible elsewhere in the file where required. - [ ] No medical or family detail beyond what is needed. - [ ] Nothing repeats the resume, other essays or short answers. - [ ] Mandatory disclosure questions elsewhere in the form are answered truthfully. - [ ] Ends on evidence, not on apology. - [ ] Within the limit as counted by the form. - [ ] Current AI-use policy checked and any disclosure answered truthfully. ## 14. Common mistakes 1. **Writing when nothing needs explaining.** A long optional essay draws attention to small issues. Fix: the decision test. 2. **A second personal statement.** Using the space for more achievements or "why this school". Fix: only fact, context and evidence. 3. **Excuses.** Blaming professors, employers or circumstances. Fix: neutral context and your own response. 4. **Over-sharing.** Detailed medical or family information. Fix: one neutral sentence and evidence that the matter is resolved or managed. 5. **No evidence.** Asserting ability without proof. Fix: section 7 and section 9. 6. **Inconsistent dates.** Gap dates in the essay that differ from the resume or data forms. Fix: check every date. 7. **Apologetic tone.** Repeated apologies weaken confidence. Fix: state, explain, prove, stop. 8. **Explaining the score you plan to replace.** Writing about a test score before a scheduled retest. Fix: wait for the result, or say the retest date briefly if the form allows. 9. **Hiding a required disclosure.** Using vague words where the form requires a direct answer. Fix: answer mandatory questions truthfully and completely. 10. **Three or more topics at length.** Signals that the whole file is weak. Fix: prioritise, and handle minor points in data fields. 11. **Converting grades yourself.** Re-scaling a non-US grade to a 4.0 scale without instruction. Fix: use the scale on your transcript unless the school specifies a method. 12. **Generated or ghost-written text.** Fix: section 15. ## 15. AI-use and ethics rules **Dated fact (as of October 2026; checked 2026-10-28 on secondary sources, because several school pages could not be read directly).** Published policies of leading business schools on AI in applications differ. Some treat essays written by another person or a tool as a violation of the application terms; some allow AI for brainstorming and editing but not for complete responses; at least one leading school is reported to state that it may use detection tools; some forms reportedly ask whether and how you used AI; and some schools had no published policy. Check each school's current instructions before you rely on this, and record the result in `mba/mba-ai-use-policy-check`. Rules: 1. **You write the essay**, every sentence. 2. **Check each school's policy** for your cycle and follow the strictest one that applies. 3. **Disclose when asked**, truthfully and in the requested form. 4. **Every fact must be accurate** and match your documents. Do not let any reviewer or tool rephrase a fact into something less precise or more flattering. 5. **Protect sensitive information.** Do not paste medical, family, legal or employer-confidential details into third-party tools. 6. **Apply the same rule to human helpers.** Reviewers may comment; they do not write. ## 16. My notes and next steps | Item | Notes | |---|---| | Topics addressed for this school | [ ] | | Topics considered and not addressed, with reason | [ ] | | Alternative evidence still pending | [ ] | | Interview answers prepared for each topic | [ ] | | Consistency check with resume, data forms and recommenders | [YYYY-MM-DD] | | Next template | [`mba/mba-admissions-test-plan` / `mba/pre-mba-quant-refresher` / `mba/mba-recommender-brief`] | ## Sources and further reading - GMAC, mba.com, GMAT exam structure and scoring: https://www.mba.com/exams/gmat-exam/about/exam-structure (checked 2026-10-28). - ETS, GRE General Test: https://www.ets.org/gre (scale 130 to 170 for Verbal and Quantitative Reasoning). - GMAC, Executive Assessment information: https://www.gmac.com - Your school's current application instructions, optional question, class profile and AI-use policy on its official admissions page (not reproduced here). - OpenStax, *Introductory Statistics 2e* (CC BY-NC-SA 4.0), a free text for preparing a for-credit statistics course: https://openstax.org ## Revision history | Version | Date | Author | Change | |---|---|---|---| | 0.1 | YYYY-MM-DD | [Your name] | Decision test and evidence bank | | 0.2 | YYYY-MM-DD | [Your name] | Draft 1 | | 1.0 | YYYY-MM-DD | [Your name] | Final, submitted or not submitted with reason | ## Standard and licence note Based on the publicly described optional and additional-information question types of business-school applications, summarised by type and never quoted, and on GMAC and ETS test information checked on the official pages on 2026-10-28. The text, worksheets, rubric, worked GPA example and fictional fragments are original and written for this collection. No school is affiliated with or has endorsed this template, and no school's essay prompt, model essay or admissions material is reproduced. Test formats, school policies and AI-use rules change: check the official pages before use. Template licence: MIT.