Glossary
Typing accuracy
Typing accuracy is the share of typed characters or words that are correct, usually given as a percentage. A typing score should always report accuracy beside speed, because a fast typist who leaves many uncorrected errors has not typed well.
Updated October 16, 20264 cited facts, each traced to its source
Also called accuracy percentage, keystroke accuracy.
Typing accuracy is the share of typed text that is correct, usually written as a percentage. Accuracy is the second half of every typing score, because speed on its own can be bought with mistakes.
Accuracy counts the errors left in the final text
The most useful accuracy figure counts the errors that remain in the finished text, which researchers call the uncorrected error rate. In a large online study of phone typing, the average typist had 2.3 percent uncorrected errors 1. That means the final text was about 97.7 percent accurate 2.
A second figure counts the errors made and corrected during entry. The two figures can tell different stories. In a controlled study comparing speech with the phone keyboard, speech produced fewer errors during entry, at a 5.30 percent corrected error rate against 11.22 percent for the keyboard, but it left slightly more errors in the final text, at 1.30 percent against 0.79 percent 3. A test that counts only the finished text will rate that speech output differently from one that counts every error on the way.
A professional standard is 95 percent
Accuracy is often a pass mark. To pass each part of the NCRA skills test, a court reporting candidate must have 95 percent accuracy 4. That standard is for transcription at high speed, but it shows how accuracy is used as a threshold rather than a rough guide.
Why accuracy matters for dictation and typing
Accuracy decides how much editing a draft needs. A draft at 97.7 percent accuracy, the phone average above, still has wrong characters that must be found by reading 2. Errors that are real words, such as homophones, pass a spell checker, so they need a read-through by a person.
When you compare typing tests, check whether accuracy was counted on the final text or during entry, and whether the test lets you correct mistakes. A score with no accuracy figure cannot be compared with anything else.
How to report accuracy with speed
Report the two numbers together, as a speed and an accuracy for the same passage. A speed without accuracy hides the cost of the mistakes, and an accuracy without speed hides how long the text took. The words per minute entry explains the speed unit, and the guide to how typing speed is measured shows how tests combine the two.
Related terms
- Words per minute (WPM): the speed unit that accuracy is reported beside.
- Keystrokes per character (KSPC): a measure of how many key presses an entry technique needs.
- Dictation: speaking so that software writes the words as you say them.
Guides and questions that cover it
Evidence
Every number on this page, with where it comes from. Open a fact to see the exact words in its source.
- 1.In an online study of 37,370 volunteers typing on their own phones, the average speed was 36.2 words per minute, with 2.3 percent uncorrected errors.
Kseniia Palin et al., Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2019), 2019 · Original
- 2.
- 3.Speech produced fewer errors during entry than the phone keyboard (5.30% vs 11.22% corrected error rate) but left slightly more errors in the final text (1.30% vs 0.79% uncorrected error rate).
Sherry Ruan et al., Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2018 · Original
- 4.
Related terms
- Typing Speed: Average WPM and How to Type FasterThe topic this term belongs to
- Articulation rateArticulation rate is the number of syllables a speaker produces per second, leaving out pauses. It measures how fast the speech itself comes out, so it is usually faster than the overall speaking rate that counts every pause.
- Characters per minute (CPM)Characters per minute (CPM) is the number of characters typed in one minute, counting spaces and punctuation. Words per minute is the same count divided by five, so a typist at 50 WPM enters 250 characters per minute.
- ColemakColemak is an alternative English keyboard layout, introduced in 2006 and designed for efficient, comfortable touch typing. Its supporters describe it as the third most popular layout for English touch typing, after QWERTY and Dvorak, but that ranking has no stated method.
- Dvorak Simplified KeyboardThe Dvorak Simplified Keyboard is an alternative English keyboard layout that places the most common letters on the home row. Dvorak and Dealey applied for a patent on it in 1932, but the studies that claimed it was faster than QWERTY have been criticized, and the evidence for a speed gain is weak.
- Home rowThe home row is the middle row of keys on a keyboard, where the fingers rest when you touch type. On a QWERTY keyboard it holds A, S, D, F for the left hand and J, K, L and semicolon for the right, and every other key is reached by moving a finger away from it and back.
- Hunt and peckHunt and peck is a typing method in which the typist finds each key by sight and presses it with one or two fingers, usually the index fingers. It is also called two-finger typing, and it differs from touch typing, which relies on memorized key positions and the home row.
- Keystroke dynamicsKeystroke dynamics is the identification of a person from the rhythm of their typing, using the timing between key presses as a pattern much like a handwritten signature. It is a behavioral biometric, so it supports identity checks through statistical matching rather than proving who typed.
- Keystrokes per character (KSPC)Keystrokes per character (KSPC) is the average number of keystrokes a text entry method needs to produce one character of text. A basic QWERTY keyboard scores 1, methods that need more presses score above 1, and word prediction can score below 1.
- Keystrokes per hour (KPH)Keystrokes per hour (KPH) is the number of key presses made in one hour. It is the standard unit for numeric data entry, where many jobs require 8,000 or 10,000 keystrokes per hour, and it counts keys rather than words.
- Oral reading fluency (ORF)Oral reading fluency (ORF) measures how many words a reader gets right in one minute of reading a passage aloud. Schools record the result as words correct per minute (WCPM), which subtracts the words read wrongly from the total.
- QWERTYQWERTY is the standard letter arrangement on English keyboards, named for the first six letters of the top row. Christopher Latham Sholes devised it in the early 1870s for typewriters, and it is still the layout most people type on, even though faster layouts have been proposed.
- Rollover typingRollover, or key rollover, is the number of key presses a keyboard can detect when they overlap. Two-key rollover reliably detects only two keys at once, and a matrix keyboard without diodes can register a ghost key when three keys are pressed together.
Pages that use this term
- Typing Speed: Average WPM and How to Type FasterTopic
- What Is a Good Typing Speed? WPM Levels ExplainedGuide
- How Typing Speed Is Measured: WPM, Accuracy and TestsGuide
- Touch Typing: What It Is and How to Learn ItGuide
- Typing Speed Requirements for Jobs: WPM by RoleGuide
- Text Expanders and Autocomplete: Type Less, Not FasterGuide
- Can you touch type with one hand?Question
- Do pianists and gamers type faster?Question
- Do word suggestions actually save typing time?Question
- Does typing speed still matter?Question
- How do you stop looking at the keyboard when you type?Question
- How do you type faster without making mistakes?Question
- How long does it take to learn touch typing?Question
- Is 100 WPM a fast typing speed?Question
- Is 30 words per minute a good typing speed?Question
- Is 40 words per minute a good typing speed?Question
- Is 50 words per minute a good typing speed?Question
- Is 60 words per minute a good typing speed?Question
- Is touch typing faster than hunt and peck?Question
- Is touch typing hard to learn?Question
- Should you put your typing speed on a resume?Question
- What is the best free way to learn touch typing?Question
- What is the difference between gross and net WPM?Question
- What percentile is my typing speed?Question