Is a 'raw score' the same as a 'percentage'?

No. A raw score is typically a simple count (e.g., 45 correct answers). A percentage is a transformation of that raw score (e.g., 45/50 = 90%). The percentage is a processed form of the raw data.

Can you have a 'raw score' outside of education?

Yes. While most common in testing, the concept applies to any initial, unprocessed measurement in data collection, such as raw scores from a survey questionnaire or a performance metric in sports science before normalization.

Why is distinguishing 'raw' from 'scaled' scores important?

It is crucial for fairness and accurate interpretation. Raw scores from different tests or versions are often not directly comparable. Scaling adjusts for difficulty and allows for meaningful comparison across different assessments or groups.

Should I report the raw score or the scaled score?

It depends on the audience and purpose. For technical audiences or full transparency, both may be reported. For public communication or standardised reporting (e.g., IQ scores, exam certificates), the scaled or standardised score is almost always used, as it is more interpretable.

raw score

UK/ˌrɔː ˈskɔː/US/ˌrɑː ˈskɔːr/

Formal / Technical / Academic

My Flashcards

Definition

Meaning

A numerical result before any adjustment, weighting, or scaling has been applied.

The initial, unprocessed quantitative measurement obtained from a test, assessment, or data collection, often serving as the basis for further statistical analysis or interpretation.

Linguistics

Semantic Notes

The term implies a lack of transformation; it is the direct output of measurement. It is often contrasted with terms like 'scaled score', 'standard score', 'percentile rank', or 'grade'.

Dialectal Variation

British vs American Usage

Differences

No significant differences in meaning or usage; the term is identical in both dialects.

Connotations

Neutral and technical in both varieties.

Frequency

Equally common in both British and American academic, psychological, and educational contexts.

Vocabulary

Collocations

strong

calculate a raw scoreobtain a raw scoreconvert a raw scorereport the raw scorebaseline raw score

medium

high raw scorelow raw scoremean raw scoreinitial raw scoretest raw score

weak

simple raw scorefinal raw scoreindividual raw scoreoverall raw score

Grammar

Valency Patterns

The raw score [for/of X] [is/was] Y.Participants achieved a raw score of Y.To calculate/convert the raw score [into Z].

Vocabulary

Synonyms

Strong

observed score (technical)

Neutral

unadjusted scoreinitial scorebasic score

Weak

simple totaldirect result

Vocabulary

Antonyms

scaled scorestandard scoreweighted scorepercentile rankgraded result

Phrases

Idioms & Phrases

“[No common idioms for this specific technical term]”

Usage

Context Usage

Business

Rare; might appear in analysis of employee assessment data or market research surveys.

Academic

Very common in educational assessment, psychology, statistics, and research methodology.

Everyday

Uncommon; typically only used when discussing test results in detail.

Technical

The primary domain of use: psychometrics, educational testing, data science, and statistical reporting.

Examples

By Part of Speech

verb

British English

The software will raw-score the responses. (Very rare/technical)

American English

We need to raw-score the assessments before norming. (Very rare/technical)

adverb

British English

[Not used as an adverb]

American English

[Not used as an adverb]

adjective

British English

The raw-score data are stored in Appendix B.

American English

The raw-score distribution was highly skewed.

Examples

By CEFR Level

My raw score on the vocabulary test was 28 out of 40.

Before applying the curve, the professor showed us the distribution of raw scores for the exam.

The psychometrician emphasised that the raw score of 75 was meaningless without reference to the normative sample and the conversion tables.

Learning

Memory Aids

Mnemonic

Think of 'raw' data like raw vegetables – unchanged from how they were first picked. A 'raw score' is the number first picked from the test, before any 'cooking' (adjusting or scaling).

Conceptual Metaphor

MEASUREMENT IS HARVESTING / DATA IS A RAW MATERIAL. The score is a natural product that requires processing to be useful.

Watch out

Common Pitfalls

Translation Traps (for Russian speakers)

Avoid translating as '*сырой счёт*' which is a nonsensical calque. Use '*первичный балл*' or '*необработанный результат*'.
Do not confuse with 'crude score' which, while sometimes synonymous, is less standard.

Common Mistakes

Using 'raw score' to refer to a final grade or mark (e.g., 'I got a raw score of B').
Omitting 'raw' when the context requires specificity (e.g., saying 'The score was 65' when meaning 'The *raw* score was 65').

Practice

Quiz

Fill in the gap

The researcher reported the of 42, which was later converted into a percentile rank.

Multiple Choice

What does a 'raw score' specifically refer to?

FAQ

Frequently Asked Questions

: No. A raw score is typically a simple count (e.g., 45 correct answers). A percentage is a transformation of that raw score (e.g., 45/50 = 90%). The percentage is a processed form of the raw data.
: Yes. While most common in testing, the concept applies to any initial, unprocessed measurement in data collection, such as raw scores from a survey questionnaire or a performance metric in sports science before normalization.
: It is crucial for fairness and accurate interpretation. Raw scores from different tests or versions are often not directly comparable. Scaling adjusts for difficulty and allows for meaningful comparison across different assessments or groups.
: It depends on the audience and purpose. For technical audiences or full transparency, both may be reported. For public communication or standardised reporting (e.g., IQ scores, exam certificates), the scaled or standardised score is almost always used, as it is more interpretable.