“According to” means “as stated by” or “as reported by,” naming the source or rule behind a claim.
You’ve seen according to in news stories, essays, and textbooks. It tells readers where a statement comes from, so they can judge it with the right context.
It’s small, yet it carries real weight.
Meaning of According To in everyday writing
In plain terms, according to points to a source. That source can be a person, a document, a study, a rulebook, or a set of instructions. The phrase signals, “This isn’t my claim alone; I’m tying it to something outside me.”
| Use | What it signals | Sample sentence |
|---|---|---|
| Attribution to a person | The idea is credited to a speaker | According to Dr. Rahman, sleep affects memory. |
| Attribution to a group | The statement comes from an organization | According to the school board, the policy starts Monday. |
| Attribution to a report | The claim is taken from a written source | According to the annual report, revenue rose last quarter. |
| Attribution to data | The numbers come from a dataset or survey | According to the survey results, most riders use buses daily. |
| Reference to a text | The wording matches what the text says | According to the manual, the filter needs monthly cleaning. |
| Rule or requirement | The action follows an official rule | According to lab safety rules, goggles stay on during mixing. |
| Viewpoint framing | The claim is a viewpoint, not a settled fact | According to local residents, traffic got worse this year. |
What the phrase does in a sentence
According to is a prepositional phrase. It attaches to a noun phrase that names the source: according to the teacher, according to the report, according to the rules.
When you use it, you’re doing two things at once: you’re giving credit to a source, and you’re limiting your statement to what that source says. “According to the report” can be true even if the report is wrong, since you’re reporting the report’s claim.
Three core meanings you’ll see most often
Attribution
This is the everyday use: you’re telling readers who said it. It shows up in journalism, school writing, and workplace notes.
Pattern: According to + person/group + comma + claim.
Sample: According to the coach, practice starts at 6 a.m.
Reference to a source text
Here, you’re pointing to a document or record as your basis. It’s close to “as stated in” or “as written in.”
Pattern: According to + document/data + comma + claim.
Sample: According to the handbook, late work loses points.
If you want a quick dictionary check on wording and related senses, Merriam-Webster’s entry for according to is a reliable reference.
Compliance with a rule or standard
Sometimes you’re not quoting words. You’re stating that an action follows a rule. In this sense, the phrase is close to “under” or “in line with.”
Sample: According to the building code, exit signs must stay lit.
Where to place according to for clean flow
You can place the phrase at the start, in the middle, or at the end of a sentence. Each spot changes the rhythm and what the reader notices first.
Start position
Starting with according to puts the source first. It’s useful when credibility is the main point, or when you’re switching sources from sentence to sentence.
- According to the inspector, the wiring needs repairs.
- According to the schedule, the bus arrives at 8:10.
Middle position
Middle placement can read smoothly in essays, yet it can feel crowded in long sentences.
- The wiring, according to the inspector, needs repairs.
- The bus arrives at 8:10, according to the schedule.
If you see two commas close together and the line feels heavy, move the phrase to the start or end.
End position
Ending with it keeps the claim up front, then tags the source.
- The wiring needs repairs, according to the inspector.
- The bus arrives at 8:10, according to the schedule.
Comma rules and punctuation that readers expect
Comma use depends on placement. If the phrase comes first, you usually follow it with a comma. If it comes last, you usually place a comma before it. In the middle, you usually set it off with two commas.
If a sentence feels awkward even with commas, rewrite it. This works well: name the source as the subject, then use a reporting verb.
- The report says sales rose last quarter.
- The teacher says the quiz is on Friday.
Using according to in academic writing without sounding sloppy
In school writing, according to is a clean way to attribute ideas. Pair it with the citation style your class uses, like an in-text citation or footnote.
APA’s page on basic citation principles outlines the core rules for crediting sources.
Keep the source precise
“According to researchers” feels thin. Name the study, the authors, the institution, or the year, so readers can trace the claim.
- Stronger: According to Hasan and Lee (2022), feedback speeds revision.
- Weaker: According to researchers, feedback speeds revision.
Don’t use it as a shield
Writers sometimes add according to to make a sentence sound serious. If the source is vague, biased, or unclear, the phrase won’t save it.
A quick test: if a reader asked, “Which source?” could you answer in one sentence? If not, tighten it.
According to in everyday speech vs formal writing
In casual speech, people use according to for gossip and secondhand info: “According to my cousin, the shop is closing.” In formal writing, the phrase has higher stakes. Readers expect you to choose sources with care and label them clearly.
This doesn’t mean you must avoid it in formal work. It means you should use it with sources that belong on the page: published reports, official rules, direct interviews, or named experts.
Common mistakes and simple fixes
Most errors with according to come from one of two problems: the source is missing, or the phrase points to the wrong kind of source.
Using it with “me”
“According to me” is grammatically possible, yet it often sounds odd in writing. If it’s your view, say “I think” or state the idea plainly and own it.
Using it with feelings
“According to my feelings” doesn’t fit. Swap the structure: “I felt that…” or “I was worried that…”
Letting it hide a weak source
Phrases like “according to the internet” or “according to people” tell readers you didn’t check. If you can’t name a source, rewrite the sentence or remove the claim.
Overusing it
Too many sentences starting with “According to…” can sound like a list of quotes. Mix your structure by changing placement or using a different reporting verb.
Other phrases that can replace according to
You don’t need to repeat according to every time you cite a source. These options can fit better depending on what you’re doing.
When you’re reporting wording
- As stated in the contract
- As written in the handbook
- As reported by the newspaper
When you’re following a rule
- Under the policy
- Per the guidelines (common in business writing)
- In line with the rules
When you’re summarizing evidence
- Based on the data
- From the survey results
- The data show that…
If the sentence starts to feel stiff, shorten it and put the source in parentheses or in a citation.
Quick checklist for using according to without mistakes
This checklist helps you edit fast, especially in essays and reports.
| Check | Ask yourself | Fix if needed |
|---|---|---|
| Source named | Can a reader identify who or what you relied on? | Add the author, title, group, or year. |
| Source fits the claim | Does the source actually state this point? | Quote, paraphrase closer, or change the claim. |
| Meaning stays limited | Are you clear that this is what the source says? | Add “in the report” or name the method. |
| Comma placement | Is the phrase set off cleanly? | Move it to the start or end for smoother reading. |
| Repetition control | Do many sentences start the same way? | Shift placement or swap in a different phrase. |
| Credibility | Would you trust this source if you were the reader? | Use a named source or drop the line. |
Using according to with multiple sources
Problems start when one paragraph pulls from three sources and each sentence begins the same way. Readers lose track of who said what, and your writing starts to sound like stitched notes.
Try this pattern instead:
- Name the source once at the start of a paragraph.
- State one clear point from that source.
- Add a citation, link, or page number if your format requires it.
- Use a short follow-up sentence that explains why the point matters to your topic.
Then switch sources with a clean signal line. Sample: “A second report from the ministry gives a different count.” This keeps the reader oriented without repeating according to on every line.
If you’re learning the meaning of according to for an essay, treat it as a label: it tells the reader, “This claim belongs to that source.” Use it when that label adds clarity, not when it just fills space.
When to skip according to
Sometimes the cleanest move is removing the phrase and writing the sentence in a direct way.
- When the fact is yours to own: “I noticed the pattern in my notes.”
- When the source is built into the subject: “The report states sales rose last quarter.”
- When you’re stating a rule: “Under the policy, late fees apply after 30 days.”
These rewrites keep the same truth while cutting extra words. Your reader gets the point faster, and your sources stay clear.
Mini practice to lock in the meaning
Try these quick rewrites. They show how a small shift can make a sentence clearer and more honest about its source.
Pick one sentence from your last assignment and rewrite it two ways: one with according to, one without. Read both aloud. Choose the version that keeps the source clear and the sentence light. That habit pays off fast in your next draft.
Rewrite 1
Original: According to me, the test was unfair.
Rewrite: I think the test was unfair.
Rewrite 2
Original: According to my feelings, the teacher was angry.
Rewrite: I felt the teacher was angry.
Rewrite 3
Original: The town is safer, according to people.
Rewrite: The police report says crime fell this year.
Rewrite 4
Original: According to the article, the storm will hit tomorrow.
Rewrite: The article reports the storm will hit tomorrow.
One last way to sanity-check your sentence
Before you publish or submit, ask: “What exactly is my source?” If you can answer in a few words, your sentence is likely fine. If you can’t, revise until the source is clear.
When you use meaning of according to correctly, your writing feels fair. It shows where your information comes from, and it lets readers judge it clearly.