sublist-7Vocabulary Pack

Academic Word List (AWL)

The academic vocabulary that carries university texts, IELTS and TOEFL.

60 words
English vocabulary

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60 words

Definitions in: English
Same-language deck – the back side will show definitions, and example sentences will hide the target word.
  • 1
    adaptverbneutral

    to change something so that it suits a new situation, or to change in order to fit one

    Do not confuse it with 'adopt', which is one letter away and means to take something up unchanged. Intransitively it takes 'to' (species adapt to a warmer climate); transitively you adapt something for a new purpose, and 'adapted from' credits an instrument you borrowed and changed. The noun 'adaptation' is the form you will cite most.

    Firms that failed to adapt to the new rules lost market share.

    Companies that did not change to fit the new rules lost business.

  • 2
    adultnounneutral

    a fully grown person, or relating to fully grown people

    In research writing it works hardest in front of another noun: adult learners, the adult population, adult literacy. Stress differs by dialect (British ADult, American aDULT). Two traps: 'adulthood' is the life stage, and the euphemistic sense in 'adult content' means pornographic, so avoid the bare word where that reading is possible.

    The programme is designed for adults returning to education.

    The course is meant for grown-up learners coming back to study.

  • 3
    advocateverbformal

    to publicly support or argue in favour of a course of action

    Noun and verb are spelled alike but said differently: the noun ends in a weak -cat, the verb in a full -cate. Careful British usage gives the verb a plain object or an -ing form (advocates raising the tax), while 'advocate for' a person is now standard American English. The noun means a supporter of a cause, and in Scotland a courtroom lawyer.

    The report advocates a shift to renewable energy.

    The report argues in favour of moving to renewable power.

  • 4
    aidnounneutralformal

    help or support, especially money and resources given to those in need

    Two grammars in one word. Uncountable for assistance given to people or countries (foreign aid, humanitarian aid, legal aid), and countable for a thing that helps (a teaching aid, a visual aid, a hearing aid). An 'aide' with an e is a person who assists someone senior. The verb is a formal alternative to help and takes a bare object: aid recovery, not aid to recovery.

    Foreign aid accounts for a third of the national budget.

    Money given by other countries makes up a third of government spending.

  • 5
    channelnounneutral

    a route along which something travels, or a means by which information passes

    The academic sense is figurative: a route along which something travels. Fixed phrases carry it: through official channels, channels of communication, distribution channels. The verb means to direct something along a route, and doubles the l in British spelling (channelled, channelling) but not in American (channeled, channeling).

    Complaints must go through official channels.

    Complaints have to follow the proper route laid down by the organisation.

  • 6
    chemicaladjectiveneutraltechnical

    relating to substances and the reactions between them

    As an adjective it modifies reaction, composition, industry, weapon, analysis; as a countable noun in the plural it names the substances themselves, often with a negative colouring (chemicals in the water supply). 'Chemistry' is the discipline and 'chemist' the scientist, though in British English a chemist's is also a pharmacy.

    The chemical composition of the two samples was identical.

    The substances the two samples were made of were exactly the same.

  • 7
    classicadjectiveneutral

    typical of its kind, or long admired as the standard example

    In academic prose 'a classic study' means the defining, most cited one, not simply an old one. Keep it apart from 'classical', which means relating to ancient Greece and Rome, or to an established body of theory (classical physics, classical economics). 'The classics' as a plural noun is the study of the ancient world.

    Milgram's obedience experiment is the classic study in this area.

    Milgram's obedience experiment is the defining, most cited piece of work on the subject.

  • 8
    comprehensiveadjectiveformal

    including everything that is relevant; complete in coverage

    It means complete in coverage, not easy to follow: that is 'comprehensible'. Collocates with review, account, survey, ban, insurance. In British education a comprehensive is a state secondary school that admits pupils of all abilities, so the noun sense can ambush a reader in an education paper.

    The article offers a comprehensive review of the literature.

    The article surveys everything published on the subject.

  • 9
    compriseverbformal

    to consist of or be made up of particular parts

    The whole comprises the parts, and traditionally it takes no 'of': the committee comprises nine members. 'Is comprised of' is now widespread but many editors and markers still mark it wrong, so 'consist of' (sublist 1) or 'be composed of' are the safe choices. The other error runs the sentence backwards, making the parts comprise the whole.

    The sample comprises 240 students from four schools.

    The sample is made up of 240 students drawn from four schools.

  • 10
    confirmverbneutralformal

    to show that something is true, or to state officially that it is so

    A strong claim in research writing: results confirm a hypothesis only if the study could have refuted it, so hedge with 'support' or 'are consistent with' where it could not. A second, administrative sense is to state officially (confirm receipt, confirm a booking). The noun is 'confirmation', and 'confirmed' before a noun means established beyond doubt.

    Follow-up interviews confirmed the survey findings.

    Later interviews showed the survey results were true.

  • 11
    contraryadjectiveformal

    opposite in nature or direction to what has been said or expected

    Three phrases, routinely mixed up. 'On the contrary' contradicts what was just said and stands alone. 'To the contrary' means saying the opposite and hangs off a noun: evidence to the contrary, nothing to the contrary. 'Contrary to' plus a noun flags a mismatch with expectation: contrary to previous findings. Describing a person, it means deliberately awkward and shifts its stress.

    Contrary to earlier reports, the effect was small.

    Unlike what earlier reports said, the effect turned out to be small.

  • 12
    convertverbneutral

    to change something into a different form, system or belief

    The pattern is convert X into Y for form and use, but convert to for belief and for systems of measurement. Stress splits the parts of speech: conVERT the verb, CONvert the noun, which names a person who has changed belief. 'Conversion' is the process noun and carries a religious and a technical sense at once, so give the reader the context.

    The mill was converted into student housing.

    The old mill was turned into flats for students.

  • 13
    couplenounneutral

    two people or things taken together; loosely, a small number

    British usage often takes a plural verb for two people (the couple were interviewed), American usage a singular. 'A couple of' means two or three and is too loose for formal writing whenever you have the actual number. The verb is worth learning chiefly in 'coupled with', a compact way of joining two causes in one clause.

    Each couple was interviewed separately.

    Both partners in every pair were interviewed on their own.

  • 14
    decadenounneutral

    a period of ten years

    The standard time frame of a literature review: over the past decade, in the decades since. The plural is vague, so replace it with dates wherever your evidence allows. Note the spelling with no i, and that 'decadent' is a false friend from a different root.

    Enrolment has doubled over the past decade.

    The number of students has doubled in the last ten years.

  • 15
    definiteadjectiveneutral

    clear and certain, leaving no room for doubt

    Not a hedge but its opposite: it claims certainty, so use it only when the evidence supports one. Grammar borrows it as a term of art, since 'the' is the definite article. Keep it apart from 'definitive', which means final and authoritative: a definite answer is certain, a definitive study is the one that settles the question.

    There was a definite rise in reported cases after 2019.

    Cases clearly went up after 2019, beyond any doubt.

  • 16
    denyverbneutralformal

    to say that something is not true, or to refuse someone access to something

    Two grammars. Deny something or deny that something is so, for a claim; and deny somebody something, for access withheld, which is usually passive in policy writing (patients were denied treatment). It is not a substitute for 'refuse to': you refuse to sign a form, you do not deny to sign it. Third person 'denies', noun 'denial'.

    The minister denied that any records had been destroyed.

    The minister said it was not true that records had been destroyed.

  • 17
    differentiateverbformaltechnical

    to recognise or show what makes two things unlike each other

    'Distinguish' is the everyday choice; this word is preferred when the difference takes work to see, or when one thing actively sets another apart. Same patterns as its rival: differentiate between A and B, or differentiate A from B. Two specialist senses to recognise, adapting a task to pupils of different abilities in teaching, and finding a derivative in mathematics.

    The test cannot differentiate between the two conditions.

    The test cannot tell the two illnesses apart.

  • 18
    disposeverbformal

    to get rid of something, or to make someone inclined to act in a certain way

    Almost always 'dispose of'. Drop the 'of' and the meaning changes to arranging things or making someone inclined, which is rare and literary. The family is where the everyday words live: 'disposal' (waste disposal, at your disposal), 'disposed to' meaning inclined to, and 'disposable' meaning made to be thrown away.

    Hospitals must dispose of sharps in sealed containers.

    Hospitals have to throw needles away in sealed boxes.

  • 19
    dynamicadjectiveneutraltechnical

    constantly changing or driven by forces that produce change

    In modelling it is the opposite of 'static': a dynamic model lets values change over time, a static one fixes them. As a noun it names the forces at work in a situation, and 'group dynamics' takes a plural verb in that sense though the branch of physics takes a singular. Leave the appraisal sense, a dynamic leader, out of academic prose.

    The model is dynamic: prices adjust in every period.

    The model lets prices change in each time period rather than holding them fixed.

  • 20
    eliminateverbformal

    to remove something completely so that none of it remains

    Absolute, and stronger than 'reduce': nothing is left afterwards, so 'largely eliminated' is a contradiction a marker will notice. Use 'reduce' or 'minimise' when some remains. In research design you eliminate a rival explanation or a source of bias; in a procedure you eliminate cases from a sample. Pattern: eliminate X from Y.

    Randomising the order eliminates practice effects.

    Putting the tasks in random order removes any advantage from having done them before.

  • 21
    empiricaladjectiveformaltechnical

    based on observation or experiment rather than on theory alone

    The word that separates a claim you can check against the world from one you have only argued for. A theoretical proposition becomes an empirical one at the moment somebody tests it. Collocates: empirical evidence, research, findings, support, and the adverb usually attaches to 'test' or 'verify'. It does not mean 'practical', and it does not mean 'true'.

    There is little empirical support for the claim.

    Almost no gathered data backs the claim up.

  • 22
    equipverbneutralformal

    to supply someone or something with what is needed

    Usually passive and usually with 'with': the laboratory is equipped with, graduates are better equipped to. Double the p before an ending (equipped, equipping). The noun 'equipment' is uncountable, so write 'a piece of equipment' and never 'equipments', which is one of the commonest countability errors in technical writing.

    The course aims to equip students with statistical skills.

    The course is meant to give students the statistics they will need.

  • 23
    extractverbformaltechnical

    to take or obtain something out of a larger whole

    Stress separates the parts of speech: exTRACT the verb, EXtract the noun, which names a passage taken from a longer text. Pattern: extract X from Y. In qualitative work you extract themes from transcripts, in data work variables from a database, in chemistry a substance from a plant. Do not use it for merely citing a source.

    Two coders extracted themes from the interview data.

    Two researchers pulled the main ideas out of the interview records.

  • 24
    filenounneutral

    an organised collection of documents or data kept together

    Computing has taken over the plain word, so say 'case files' or 'paper records' when you mean documents. The formal verb senses are worth having: to file a claim, an appeal or a complaint is to submit it officially, and 'on file' means held in a record. The office sense also gives 'filing cabinet' and 'filing system', spelled without the e.

    Researchers were given access to anonymised case files.

    Researchers were allowed to read patient records with the names removed.

  • 25
    finiteadjectiveformaltechnical

    having a limit or an end; not without bounds

    Learners meet the negative first, which is why the plain form looks technical. Watch the pronunciation, which does not follow it: FY-nite here, but IN-fi-nit for the opposite. In policy and economics it marks scarcity (finite resources); in mathematics it is exact (a finite set), and in grammar a finite verb is one carrying tense and a subject.

    Water is a finite resource in the region.

    The region has only so much water and no more.

  • 26
    foundationnounneutralformal

    the base on which something rests, or a body set up to fund work

    Three senses meet in academic life: the base an argument rests on (the theoretical foundation), a body that funds research, and in British higher education a foundation year or foundation degree taken before a full course. 'Lay the foundations for' is the standard collocation, and the related verb takes 'on': the argument is founded on, never founded in.

    The study lays the foundations for later work on the topic.

    The study creates the base that later research builds on.

  • 27
    globenounneutral

    the earth considered as a whole, or a round model of it

    The bare noun is far rarer than its family; what you will actually write is 'global' and 'globalisation', spelled with an s in British English and with a z in American English. 'Across the globe' is journalistic, and formal prose usually trims it to 'worldwide' or names the regions instead.

    The disease spread across the globe within months.

    The illness reached every part of the world in a few months.

  • 28
    gradenounneutral

    a mark showing quality or achievement, or a level on a scale

    Dialect splits the school sense: American pupils are in fourth grade where British ones are in Year 5, and British universities award marks and a degree classification rather than grades. The other live sense is a level on a scale of quality, which is where the verb comes from: to grade ore, or to grade scripts.

    Students who missed classes received lower grades.

    Students who did not attend got worse marks.

  • 29
    guaranteeverbneutralformal

    As strong as a claim gets: it says no exception is possible, so 'ensure' or 'make it likely' is usually what an argument can actually support. Note the spelling, with 'ua' and a final double e. The noun takes 'of' or a that-clause, a 'guarantor' stands behind a promise, and 'warranty' is the narrower commercial cousin.

    A degree no longer guarantees a graduate job.

    Having a degree no longer makes a professional job certain.

  • 30
    hierarchynounformal

    a system in which people or things are ranked one above another

    Spelled 'hier' and said HY-ruh-key. The adjective 'hierarchical' is the form you will write most, and in statistics 'hierarchical models' are those that nest one level of data inside another, such as pupils within schools. Takes 'of', and Maslow's hierarchy of needs is the example most students reach for.

    Decisions pass down a strict military hierarchy.

    Orders travel down a strict military ranking from the top to the bottom.

  • 31
    identicaladjectiveneutralformal

    exactly the same in every detail

    An absolute: 'almost identical' is fine because it approaches the limit, but 'very identical' is not, since there are no degrees of sameness. When two things merely resemble each other, 'similar' (sublist 1) is the honest word. It takes 'to' in modern British usage and 'with' in older legal prose, and 'identical twins' is the fixed term in heredity research.

    The two versions were identical apart from the title.

    Apart from the title, the two versions matched in every detail.

  • 32
    ideologynounformal

    Rarely neutral: calling a position ideological implies it is held for reasons other than the evidence, which is why the word is an argument and not a description. The adjective 'ideological' and adverb 'ideologically' are the working forms, and the plural is common in political science. If you mean a set of views you agree with, 'position' or 'framework' is fairer.

    Party policy was driven more by ideology than by evidence.

    Party policy came from a fixed set of political beliefs rather than from data.

  • 33
    inferverbformal

    to reach a conclusion from evidence rather than from being told

    Half of the classic pair with 'imply' (sublist 3): a writer or a piece of evidence implies, a reader or a researcher infers. So 'the author infers that' is wrong wherever you mean the author suggested it. Double the r for the verb forms (inferred, inferring) but not for the noun 'inference', which has one.

    From these figures we can infer a fall in demand.

    These numbers let us conclude that demand went down.

  • 34
    innovateverbformal

    to bring in something new, especially a new method or product

    The verb is much rarer than its family, and funding and appraisal language runs on the noun 'innovation' and the adjective 'innovative'. It is intransitive: firms innovate, but they do not 'innovate a product', they develop or introduce one. Watch the spelling with two n's.

    Small firms innovate faster than established ones.

    Small companies bring in new methods more quickly than older ones.

  • 35
    insertverbneutralformal

    to put something into something else

    Stress separates verb from noun again: inSERT the verb, INsert the noun, which is a loose sheet placed inside a publication. Pattern: insert X into Y. It is the precise word for adding something into an existing structure, a clause into a contract or a column into a table, where 'input' would be wrong.

    Participants inserted the card into a slot.

    Participants put the card into a slot.

  • 36
    interveneverbformal

    to become involved in a situation in order to change what happens

    Takes 'in', and the subject is normally an authority acting deliberately: the state intervenes in the market, a researcher intervenes in a process. The noun is a term of art in medicine and education, where an 'intervention' is the programme or treatment being tested and the 'intervention group' is the one receiving it. 'Intervening' also means coming between in time.

    The central bank intervened to stabilise the currency.

    The central bank stepped in to keep the currency steady.

  • 37
    isolateverbformaltechnical

    to separate something from everything around it

    In research it names the whole point of a design: you isolate a variable to show that it, and nothing else, produced the effect. Pattern: isolate X from Y. The noun carries a second, distinct research concept, since 'social isolation' means being cut off from other people rather than being experimentally separated.

    The design isolates the effect of class size.

    The design separates out the effect of class size from everything else.

  • 38
    medianounneutral

    the main means of mass communication, taken collectively

    Historically the plural of 'medium' (sublist 9), and careful writers still write 'the media are'; singular agreement is now accepted by most style guides, so choose one and hold it across the whole paper. What is still wrong is 'a media' for a single outlet: write 'a medium' or 'a media organisation'. The other plurals split by sense, since people claiming to contact the dead are 'mediums'.

    The media were accused of distorting the findings.

    Newspapers and broadcasters were said to have twisted the results.

  • 39
    modenounformaltechnical

    a way in which something is done, or the value occurring most often in a set

    Three senses worth separating. A manner of doing something, which is where the collocations live (mode of transport, mode of delivery, mode of production); a setting on a machine; and the statistic that sits beside mean and median, meaning the value that occurs most often. The adjective 'modal' serves both the statistic and, in grammar, verbs such as 'may' and 'must'.

    The questionnaire recorded each household's main mode of transport.

    The survey asked how each household usually travelled.

  • 40
    paradigmnounformaltechnical

    a framework of assumptions and methods shared by a research community

    Kuhn's term for the settled framework a field works inside until a 'paradigm shift' replaces it, and one of the most over-used words in student writing: if you mean approach, model or theory, write that instead. Said PA-ra-dime, with the g silent, though it returns in 'paradigmatic'. Psychology adds a narrower sense, where it names an experimental design.

    Kuhn described how one paradigm replaces another.

    Kuhn described how one settled scientific framework takes over from another.

  • 41
    phenomenonnounformal

    The plural is 'phenomena', and 'a phenomena' or 'this phenomena' is among the errors markers flag most often, exactly as with criterion and criteria (sublist 3). One is singular, the other cannot be. The adjective 'phenomenal' means extraordinary and belongs to a different register, so it is not the adjective this noun needs.

    The paper treats burnout as a social phenomenon.

    The paper treats burnout as something occurring in society that needs explaining.

  • 42
    prioritynounneutralformal

    something treated as more important than other things, or the right to come first

    The collocations are fixed and worth memorising whole: give priority to, take priority over, a high or top priority. 'Prioritise' is the verb and is now standard in policy writing whatever older style guides say. 'First priority' and 'main priority' are usually padding, since a priority already comes first.

    Emergency cases take priority over routine appointments.

    Urgent cases are dealt with before ordinary appointments.

  • 43
    prohibitverbformal

    to forbid something officially, by law or by rule

    More formal than 'ban' and far stronger than 'discourage', because it implies an authority and a rule behind it. Two patterns: prohibit something, and prohibit somebody from doing something, with 'from' and an -ing form, never 'prohibit somebody to do'. The adjective has drifted away from the verb: prohibitive costs are costs so high that they stop you.

    The law prohibits smoking in enclosed workplaces.

    The law forbids smoking in indoor workplaces.

  • 44
    publicationnounformal

    a book, article or report that has been issued, or the act of issuing it

    Two senses run together in academic life: the process (prior to publication, the date of publication) and the thing produced, which is what a list of publications on a CV means. 'Publication bias' names the tendency of journals to print positive results and is a standard limitation to acknowledge. Not 'publicity', which is attention rather than issue.

    The findings were held back until publication.

    The results were kept private until the paper appeared in print.

  • 45
    quoteverbneutral

    to repeat someone's exact words, or to state a price

    In careful writing the verb pairs with the noun 'quotation', not with the short noun 'quote', though that is now common. Patterns: quote from a source, quote somebody as saying. Do not treat it as a synonym for 'cite': you cite a source to credit it, you quote its exact words. Commerce adds a stated price, and a 'quoted company' is one listed on a stock exchange.

    The article quotes two paragraphs from the original.

    The article repeats two paragraphs word for word from the source.

  • 46
    releaseverbneutralformal

    to make something available to the public, or to let something out

    Two academic uses. Making information public, which is where 'the figures released last week' and the fixed term 'press release' come from; and letting a substance out, which is the standard verb in environmental science. People and obligations take 'from': released from custody, released from a duty. The noun covers both senses unchanged.

    The department released the figures without comment.

    The department published the numbers and said nothing about them.

  • 47
    reverseverbneutralformal

    to change something to its opposite, or to overturn a decision

    Courts reverse judgments, policies reverse trends, and 'the reverse is true' introduces a flat contrast. The noun 'reversal' is the process. Learn 'reverse causation' as a phrase: it is the standard objection that what you call the effect may in fact be causing what you call the cause, and naming it in a limitations section earns marks.

    The appeal court reversed the earlier ruling.

    The appeal court overturned the earlier decision.

  • 48
    simulateverbformaltechnical

    to imitate a real process, usually by running a model

    In research it means running a model to see how a system would behave, so 'simulated data' are generated on purpose and openly, not faked. The noun 'simulation' is the form you will meet most. Keep it apart from 'stimulate', one letter away and unrelated, which is a mistake that survives a spellcheck.

    The program simulates traffic flow across the city.

    The program imitates how cars move across the city.

  • 49
    soleadjectiveformal

    being the only one, with no others involved

    Only before a noun in this sense, so 'the sole survivor' works but 'the reason was sole' does not. The adverb is the form learners more often need: 'solely' means exclusively and can sit almost anywhere in the clause, as in funded solely by donations. Two more nouns share the spelling: the underside of a foot and the flat fish, which are one word between them, both from Latin solea, a sandal. Neither is related to this adjective, which comes from solus, alone.

    She was the sole author of the report.

    She wrote the report on her own, with no co-authors.

  • 50
    somewhatadverbformal

    to a small or moderate degree; slightly

    A hedge, and its job is to weaken a claim your evidence cannot fully carry: 'the results are somewhat surprising' concedes far less than 'surprising'. It sits in front of adjectives and comparatives and reads as formal, where 'a bit' reads as speech. One hedge per claim is enough, since stacking them makes writing evasive rather than careful.

    Scores were somewhat higher in the second group.

    The second group scored a little better.

  • 51
    submitverbneutralformal

    to hand work in formally for consideration, or to yield to authority

    The academic sense is administrative: you submit a paper, an assignment or an application, and the noun is 'submission'. Double the t before an ending (submitted, submitting). Two other senses to recognise: in legal argument 'we submit that' means we contend, and 'submit to' means to give in to an authority.

    The paper was submitted to three journals in turn.

    The article was sent for review to three journals one after another.

  • 52
    successornounformal

    a person or thing that comes after another and takes its place

    Not about success, though both words go back to 'succeed': this is that verb in its other sense, to follow. It takes 'to' (her successor as chair) and pairs with 'predecessor', the word learners forget they need. In technical and business writing a successor model or successor system is the one that replaces an earlier version.

    Her successor reversed most of the reforms.

    The person who took over from her undid most of the changes.

  • 53
    surviveverbneutral

    to continue to live or exist, especially after something dangerous

    Transitive with no preposition: you survive an illness or a recession, never 'survive from' one. Historical and archival writing uses it intransitively for documents that have come down to us. The noun is standard in medicine, where five-year survival rates are reported, and 'survival of the fittest' is Spencer's phrase rather than Darwin's.

    Only two of the original manuscripts survive.

    Just two of the first handwritten copies still exist today.

  • 54
    thesisnounformal

    a long piece of research written for a degree, or the central claim of an argument

    The plural is 'theses', said THEE-seez, and never 'thesises'. Two senses both matter to a student. The long piece of research submitted for a degree, where British universities usually call the doctoral work a thesis and the master's one a dissertation while American ones tend to swap the pair. And the central claim of an argument, which is what a tutor means by a 'thesis statement': the sentence in your introduction saying what you will argue.

    He defended his thesis in the autumn.

    He answered examiners' questions on his doctoral research in the autumn.

  • 55
    topicnounneutral

    the subject that a piece of writing or a discussion deals with

    Narrower than 'subject' and wider than a claim: it is what you write about, not what you say about it. 'Topic sentence' is the standard name for the sentence stating what a paragraph will cover, usually the first. The adjective is a false friend, since 'topical' means current or in the news rather than on-subject.

    Each seminar covers one topic in depth.

    Each class deals with a single subject thoroughly.

  • 56
    transmitverbformaltechnical

    to pass something on from one person, place or generation to another

    Used of signals, diseases and culture alike: transmit data, transmit a virus, transmit values between generations. Prefer it to 'send' when a channel or medium is doing the carrying. Double the t before an ending (transmitted, transmitting), and note that the noun splits by field, since 'transmission' is the process in epidemiology and the gearbox in mechanics.

    The virus is transmitted through contaminated water.

    The virus passes from person to person in dirty water.

  • 57
    ultimateadjectiveneutralformal

    final in a sequence, or most basic and underlying

    Two senses pull in different directions: last in a sequence (the ultimate stage) and most basic or underlying (the ultimate cause), so the reader needs the context to tell which you mean. The adverb 'ultimately' usually means 'in the end' and works as a discourse marker at the front of a sentence. 'Penultimate' means second to last, and the loose sense of 'best' belongs to advertising.

    The ultimate cause of the collapse was regulatory failure.

    The most basic reason for the collapse was a failure of regulation.

  • 58
    uniqueadjectiveneutral

    being the only one of its kind, unlike anything else

    The standard example of a non-gradable adjective: 'very unique' and 'more unique' are the errors examiners circle, because there are no degrees of being the only one. 'Almost unique' and 'virtually unique' are fine, since they approach the absolute instead of grading it. It takes 'to' for exclusivity, as in a species found only on one island. The loose everyday sense, merely unusual, is what spreads the error.

    Every participant received a unique identifier.

    Each person taking part was given a code that nobody else had.

  • 59
    visibleadjectiveneutral

    able to be seen, or easy to notice

    Physical (visible to the naked eye) and figurative (a highly visible campaign) senses both appear in academic prose. The noun 'visibility' means public prominence in policy writing, and 'visible minority' is the official term in Canadian statistics. Do not swap it for 'visual', which means relating to sight or made of pictures rather than able to be seen.

    The crack was visible without a microscope.

    You could see the crack with the naked eye.

  • 60
    voluntaryadjectiveneutralformal

    done by choice rather than because of force or payment

    Two uses you will meet constantly. In ethics statements, participation is voluntary and can be withdrawn at any time, which is close to a fixed formula. In British policy writing the 'voluntary sector' means charities and unpaid organisations, set against the public and private sectors. The opposites are 'compulsory' and 'mandatory'; the adverb 'voluntarily' adds a syllable that learners often drop.

    Participation was voluntary and could be stopped at any time.

    Taking part was a free choice, and people could withdraw whenever they wished.

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Academic English runs on a vocabulary of its own, and this is the published list of it. Averil Coxhead's Academic Word List gathers the 570 word families that recur across academic writing in every discipline – analyse, significant, constitute, hypothesis – ordered into ten sublists by frequency. Learn them and research papers, lecture handouts and IELTS or TOEFL reading all get noticeably easier.