Quick Answer:
The best alternatives to based on include according to, derived from, founded on, informed by, built around, and supported by. The right phrase depends on whether you are describing evidence, research, opinions, decisions, or ideas in casual, academic, or professional English.
Learning other ways to say based on can make your English more precise, natural, and professional. The phrase is commonly used when explaining that an idea, decision, conclusion, statement, or action comes from particular information, evidence, facts, or experience. It appears frequently in academic writing, business communication, reports, presentations, and everyday conversations.
Understanding alternatives to based on helps you avoid repetition and choose language that matches your intended meaning. For example, according to works well when referring to a source, while derived from emphasizes an origin. This guide explains 30 useful alternatives with meanings, examples, tone, and context. Building this vocabulary can improve fluency just as learning professional reaction phrases or expressions to express excitement in English can strengthen everyday communication.
Quick Categories
Formal alternatives to “based on”
- According to
- Derived from
- Founded on
- Grounded in
Pro Tip: Use precise formal alternatives when writing academic papers, reports, research, or official documents.
Casual alternatives
- From
- Coming from
- Going by
- Built around
Pro Tip: Casual phrases can make conversations sound natural, but choose more precise wording when the source of information matters.
Professional alternatives
- Informed by
- Supported by
- Guided by
- In light of
Pro Tip: Professional English often benefits from alternatives that clearly show how evidence or information influenced a decision.
Informal expressions
- Going by
- From what I know
- As far as I can tell
- Looking at
Pro Tip: Informal expressions in English are useful in conversations, but avoid them when a formal source citation or precise explanation is required.
“Choosing the right alternative can make a simple sentence sound clearer, sharper, and more professional.”
Common Mistakes
1. Using “according to” without a source
Mistake: “According to, the results are positive.”
Correct: “According to the report, the results are positive.”
Why: “According to” normally introduces a source, person, document, or authority.
2. Using “derived from” for an opinion
Mistake: “My opinion is derived from my favorite color.”
Better: “My opinion is based on my personal preference.”
Why: “Derived from” usually emphasizes an origin or source rather than a simple personal opinion.
3. Confusing “based on” with “because of”
Mistake: “The decision was based on the storm.”
Better: “The event was canceled because of the storm.”
Why: “Based on” describes the information or evidence supporting something, while “because of” identifies a cause.
4. Using “according to” when you mean evidence
Mistake: “The conclusion is according to several experiments.”
Better: “The conclusion is supported by several experiments.”
Why: “Supported by” is more appropriate when evidence provides justification.
5. Overusing “based on”
Mistake: “The plan is based on research, the schedule is based on research, and the budget is based on research.”
Better: “The plan is informed by research, the schedule reflects the findings, and the budget incorporates the available data.”
Why: Repetition can make professional writing sound less polished.
What Does “Based On” Mean?
Based on means that something is developed, decided, formed, or supported using particular information, evidence, facts, experiences, or ideas.
It is commonly followed by a noun or noun phrase.
Example: “The decision was based on the available evidence.”
The phrase can describe the foundation or reasoning behind something.
When to Use “Based On”
You can use the phrase in many common contexts:
- Academic writing: When explaining the evidence behind a conclusion.
- Business communication: When describing how decisions were made.
- Research: When connecting findings with conclusions.
- Everyday speech: When explaining the reason behind an opinion or choice.
- Reports: When identifying the information supporting a recommendation.
Spoken vs. Written: “Based on” is natural in both spoken and written English.
Formal vs. Informal: It is neutral and works across most contexts.
Is It Professional or Polite to Say “Based On”?
Polite? ✔️ Yes
Professional? ✔️ Yes
“Based on” is a standard and professional phrase. It is appropriate for emails, reports, presentations, academic writing, and workplace conversations.
Business-style example: “Based on the latest sales data, we recommend adjusting the marketing strategy.”
In professional writing, alternatives such as informed by, supported by, and grounded in can add variety and precision.
Pros and Cons of Using “Based On”
Pros
- Simple and natural: Most English speakers understand it immediately.
- Friendly tone: It sounds neutral rather than overly technical.
- Common usage: It works across everyday and professional English.
- Easy to understand: It clearly connects an idea with its foundation.
Cons
- Too repetitive for some writing: Frequent use can make text monotonous.
- Overused: Writers often rely on it when better alternatives exist.
- Limited emotional range: It mainly explains relationships between ideas and information.
- Not always precise: Another phrase may better explain whether something comes from evidence, a source, or experience.
“Strong English is not about using complicated words. It is about choosing the most accurate words.”
Other Ways to Say “Based On” With Examples
These alternatives will help you sound more fluent, confident, and natural in different situations.
Use them according to tone, context, and audience to make your meaning clearer and avoid unnecessary repetition.
1. Phrase: According To
Meaning: In agreement with information provided by a particular source.
Explanation: Use this phrase when referring directly to what a person, report, study, or source says.
Example Sentence: “According to the latest report, customer satisfaction has increased.”
Best Use: Citing sources
Worst Use: Personal opinions
Tone: Formal, clear, factual
Context Variability: Casual: “According to John, it is fine.” Professional: “According to the report, sales increased.” Spoken: “According to the news, traffic is heavy.”
2. Phrase: Derived From
Meaning: Developed or obtained from a particular source.
Explanation: This phrase emphasizes where an idea, product, or result originates.
Example Sentence: “The conclusions were derived from extensive research.”
Best Use: Academic writing
Worst Use: Casual conversation
Tone: Formal, academic, precise
Context Variability: Casual: “This idea came from research.” Professional: “The model was derived from historical data.” Spoken: “The result was derived from several studies.”
3. Phrase: Founded On
Meaning: Established or developed using something as its foundation.
Explanation: This phrase emphasizes the fundamental principles supporting an idea or system.
Example Sentence: “The policy is founded on principles of fairness.”
Best Use: Formal writing
Worst Use: Casual chat
Tone: Formal, serious, authoritative
Context Variability: Casual: “The idea comes from fairness.” Professional: “The policy is founded on fairness.” Spoken: “The system is founded on strong principles.”
4. Phrase: Grounded In
Meaning: Firmly supported by facts, evidence, or reality.
Explanation: This phrase is useful when emphasizing credibility and evidence.
Example Sentence: “Our recommendations are grounded in current market research.”
Best Use: Professional writing
Worst Use: Casual conversation
Tone: Professional, credible, precise
Context Variability: Casual: “The idea comes from real experience.” Professional: “The strategy is grounded in research.” Spoken: “Her opinion is grounded in experience.”
5. Phrase: Informed By
Meaning: Influenced or shaped by information, evidence, or experience.
Explanation: This phrase shows that information helped shape a decision or conclusion.
Example Sentence: “The new strategy was informed by customer feedback.”
Best Use: Business communication
Worst Use: Simple casual statements
Tone: Professional, polished, thoughtful
Context Variability: Casual: “We changed it after hearing feedback.” Professional: “The decision was informed by customer feedback.” Spoken: “Our approach was informed by experience.”
6. Phrase: Supported By
Meaning: Strengthened or justified by evidence or information.
Explanation: Use this phrase when evidence provides credibility for a statement or conclusion.
Example Sentence: “The recommendation is supported by recent data.”
Best Use: Research writing
Worst Use: Casual opinions
Tone: Formal, factual, credible
Context Variability: Casual: “The idea has evidence behind it.” Professional: “The recommendation is supported by data.” Spoken: “The conclusion is supported by research.”
7. Phrase: Guided By
Meaning: Influenced or directed by particular principles or information.
Explanation: This phrase works especially well for decisions, actions, strategies, and policies.
Example Sentence: “Our decisions are guided by customer needs.”
Best Use: Business writing
Worst Use: Source citation
Tone: Professional, purposeful, clear
Context Variability: Casual: “We make choices based on customer needs.” Professional: “Our strategy is guided by customer feedback.” Spoken: “The team is guided by its core values.”
8. Phrase: In Light Of
Meaning: Considering particular information or circumstances.
Explanation: This phrase is useful when new information changes or influences a decision.
Example Sentence: “In light of the recent findings, we revised the proposal.”
Best Use: Formal communication
Worst Use: Casual chat
Tone: Formal, thoughtful, professional
Context Variability: Casual: “Because of the new information, we changed it.” Professional: “In light of the findings, we revised the plan.” Spoken: “In light of what happened, we changed our approach.”
9. Phrase: Informed By Evidence
Meaning: Shaped by available evidence.
Explanation: This phrase emphasizes that evidence played a meaningful role in forming a conclusion or decision.
Example Sentence: “The treatment plan was informed by clinical evidence.”
Best Use: Professional writing
Worst Use: Casual speech
Tone: Formal, evidence-based, precise
Context Variability: Casual: “The choice came from the evidence.” Professional: “The policy is informed by evidence.” Spoken: “Our approach is informed by the available evidence.”
10. Phrase: Supported By Evidence
Meaning: Confirmed or strengthened by relevant evidence.
Explanation: This is especially useful when discussing research, arguments, claims, or conclusions.
Example Sentence: “The claim is supported by substantial evidence.”
Best Use: Academic writing
Worst Use: Casual chat
Tone: Academic, formal, factual
Context Variability: Casual: “There is evidence for the claim.” Professional: “The recommendation is supported by evidence.” Spoken: “The conclusion is supported by the evidence.”
11. Phrase: In Accordance With
Meaning: Following or agreeing with a rule, standard, or source.
Explanation: This formal expression is useful when something follows established requirements.
Example Sentence: “The procedure was completed in accordance with company policy.”
Best Use: Official documents
Worst Use: Casual conversation
Tone: Formal, official, precise
Context Variability: Casual: “We followed the rules.” Professional: “The process was completed in accordance with policy.” Spoken: “We acted in accordance with the guidelines.”
12. Phrase: In Reference To
Meaning: Connected to or concerning a particular source or subject.
Explanation: This phrase can introduce information related to a specific matter.
Example Sentence: “In reference to the data, further analysis is required.”
Best Use: Formal correspondence
Worst Use: Casual speech
Tone: Formal, professional, direct
Context Variability: Casual: “Regarding the data, we need more analysis.” Professional: “In reference to the report, please review the findings.” Spoken: “In reference to your question, here is the answer.”
13. Phrase: According To The Evidence
Meaning: As indicated or demonstrated by available evidence.
Explanation: This phrase clearly connects a conclusion with supporting information.
Example Sentence: “According to the evidence, the original estimate was inaccurate.”
Best Use: Analytical writing
Worst Use: Casual chat
Tone: Formal, analytical, factual
Context Variability: Casual: “The evidence suggests that.” Professional: “According to the evidence, the estimate was inaccurate.” Spoken: “According to the evidence, that explanation is unlikely.”
14. Phrase: Based Upon
Meaning: Having something as its foundation.
Explanation: “Based upon” has essentially the same meaning as “based on” but can sound slightly more formal.
Example Sentence: “The recommendation was based upon the available information.”
Best Use: Formal writing
Worst Use: Casual speech
Tone: Formal, neutral, polished
Context Variability: Casual: “The decision came from the information.” Professional: “The recommendation was based upon the findings.” Spoken: “The decision was based upon what we learned.”
15. Phrase: Built Around
Meaning: Organized or developed around a central idea.
Explanation: Use this phrase when something is structured around a particular principle, goal, or concept.
Example Sentence: “The training program is built around practical communication skills.”
Best Use: Plans and programs
Worst Use: Evidence claims
Tone: Natural, professional, clear
Context Variability: Casual: “The plan is built around teamwork.” Professional: “The program is built around customer needs.” Spoken: “The course is built around practical skills.”
16. Phrase: Centered On
Meaning: Focused primarily on something.
Explanation: This phrase emphasizes the main focus rather than the evidence behind something.
Example Sentence: “The campaign is centered on improving customer engagement.”
Best Use: Business writing
Worst Use: Scientific evidence
Tone: Professional, clear, modern
Context Variability: Casual: “The plan focuses on customers.” Professional: “The campaign is centered on customer engagement.” Spoken: “The discussion was centered on the new strategy.”
17. Phrase: Rooted In
Meaning: Deeply connected to a particular source, principle, or experience.
Explanation: This phrase is often used to describe beliefs, traditions, values, and ideas.
Example Sentence: “The company’s culture is rooted in collaboration.”
Best Use: Values and ideas
Worst Use: Technical data
Tone: Professional, expressive, thoughtful
Context Variability: Casual: “The idea comes from experience.” Professional: “The company’s values are rooted in trust.” Spoken: “Her approach is rooted in experience.”
18. Phrase: Stemming From
Meaning: Originating from a particular cause, source, or situation.
Explanation: This phrase focuses on the origin of something rather than the evidence supporting it.
Example Sentence: “The problem appears to be stemming from poor communication.”
Best Use: Explaining causes
Worst Use: Source citation
Tone: Neutral, analytical, professional
Context Variability: Casual: “The problem comes from poor communication.” Professional: “The issue is stemming from a lack of coordination.” Spoken: “The conflict is stemming from a misunderstanding.”
19. Phrase: Resulting From
Meaning: Caused or produced by something.
Explanation: Use this phrase when you want to describe a cause rather than a supporting foundation.
Example Sentence: “The delay was resulting from technical difficulties.”
Best Use: Cause analysis
Worst Use: Personal opinions
Tone: Formal, factual, analytical
Context Variability: Casual: “The delay happened because of technical issues.” Professional: “The delay resulted from technical difficulties.” Spoken: “The problem resulted from a system error.”
20. Phrase: Coming From
Meaning: Originating from a particular source or experience.
Explanation: This is a simple and conversational alternative when explaining the origin of an idea.
Example Sentence: “That suggestion is coming from years of experience.”
Best Use: Casual speech
Worst Use: Academic writing
Tone: Casual, natural, conversational
Context Variability: Casual: “That idea is coming from experience.” Professional: “The recommendation originates from industry research.” Spoken: “The suggestion is coming from customer feedback.”
21. Phrase: Going By
Meaning: Using particular information as a guide for a judgment.
Explanation: This informal phrase is often used when making an estimate or conclusion.
Example Sentence: “Going by the current numbers, we should meet our target.”
Best Use: Casual speech
Worst Use: Formal reports
Tone: Informal, conversational, natural
Context Variability: Casual: “Going by the weather, it might rain.” Professional: “Based on the forecast, rain is expected.” Spoken: “Going by these numbers, we are doing well.”
22. Phrase: From What I Know
Meaning: Using the information currently known to the speaker.
Explanation: This phrase is useful when giving an opinion while acknowledging limited knowledge.
Example Sentence: “From what I know, the meeting starts at nine.”
Best Use: Everyday speech
Worst Use: Formal reports
Tone: Casual, cautious, conversational
Context Variability: Casual: “From what I know, she is available.” Professional: “Based on the information available, she is available.” Spoken: “From what I know, the project is on schedule.”
23. Phrase: As Far As I Can Tell
Meaning: According to the information or evidence available to the speaker.
Explanation: This phrase shows that a conclusion is based on personal observation or available information.
Example Sentence: “As far as I can tell, everything is working correctly.”
Best Use: Casual discussion
Worst Use: Academic claims
Tone: Informal, cautious, natural
Context Variability: Casual: “As far as I can tell, it is fine.” Professional: “Based on our review, the system is functioning correctly.” Spoken: “As far as I can tell, there are no problems.”
24. Phrase: Looking At
Meaning: Considering or examining particular information.
Explanation: This conversational phrase is useful when drawing a conclusion from visible facts or data.
Example Sentence: “Looking at the results, we should improve the process.”
Best Use: Spoken English
Worst Use: Formal reports
Tone: Casual, direct, conversational
Context Variability: Casual: “Looking at the weather, we should stay inside.” Professional: “Considering the data, we should revise the plan.” Spoken: “Looking at the numbers, we need to make changes.”
25. Phrase: Informed By Experience
Meaning: Shaped by knowledge gained through experience.
Explanation: This phrase is useful when explaining that practical experience influenced an approach.
Example Sentence: “Her management style is informed by years of experience.”
Best Use: Professional profiles
Worst Use: Simple casual statements
Tone: Professional, polished, confident
Context Variability: Casual: “She learned this from experience.” Professional: “Her approach is informed by extensive experience.” Spoken: “His decision was informed by past experience.”
26. Phrase: Shaped By
Meaning: Influenced or developed by particular factors.
Explanation: This phrase emphasizes the factors that influenced the development of something.
Example Sentence: “The strategy was shaped by customer feedback.”
Best Use: Business writing
Worst Use: Precise source citation
Tone: Professional, flexible, natural
Context Variability: Casual: “The idea changed because of feedback.” Professional: “The strategy was shaped by customer insights.” Spoken: “Our plans were shaped by what customers told us.”
27. Phrase: Influenced By
Meaning: Affected or changed by something.
Explanation: This phrase clearly indicates that something had an effect on a decision, opinion, or outcome.
Example Sentence: “The decision was influenced by market conditions.”
Best Use: Analytical writing
Worst Use: Direct source citation
Tone: Neutral, professional, analytical
Context Variability: Casual: “The choice was affected by the weather.” Professional: “The decision was influenced by market trends.” Spoken: “His opinion was influenced by his experience.”
28. Phrase: Determined By
Meaning: Decided or established by particular factors.
Explanation: Use this phrase when specific factors directly affect an outcome or decision.
Example Sentence: “The final price is determined by demand and availability.”
Best Use: Business explanations
Worst Use: Personal opinions
Tone: Formal, precise, factual
Context Variability: Casual: “The price depends on demand.” Professional: “Pricing is determined by market conditions.” Spoken: “The outcome is determined by several factors.”
29. Phrase: Dependent On
Meaning: Relying on a particular condition or factor.
Explanation: This phrase shows that an outcome cannot be separated from a specific condition.
Example Sentence: “The final decision is dependent on the available budget.”
Best Use: Professional communication
Worst Use: Simple source references
Tone: Neutral, professional, precise
Context Variability: Casual: “It depends on the budget.” Professional: “The decision is dependent on funding.” Spoken: “The result is dependent on several factors.”
30. Phrase: Contingent On
Meaning: Dependent on a particular condition being satisfied.
Explanation: This formal phrase is especially useful in business, legal, and contractual communication.
Example Sentence: “The agreement is contingent on final approval.”
Best Use: Business documents
Worst Use: Casual conversation
Tone: Formal, professional, precise
Context Variability: Casual: “The plan depends on approval.” Professional: “The agreement is contingent on approval.” Spoken: “The project is contingent on receiving funding.”
“When you replace repetition with precise alternatives, your writing becomes more engaging without becoming complicated.”
Mini Quiz / Self-Check
1. Which phrase is best when referring to information from a report?
A. Going by
B. According to
C. Built around
D. Looking at
Answer: B. According to
2. Which alternative is most suitable for a professional report?
A. The runs
B. Coming from
C. Grounded in
D. From what I know
Answer: C. Grounded in
3. Which sentence correctly describes a decision influenced by evidence?
A. “The decision was supported by the latest data.”
B. “The decision was according the latest data.”
C. “The decision was going according data.”
D. “The decision was founded the data.”
Answer: A. The decision was supported by the latest data.
4. Which phrase means that something depends on a specific condition?
A. Centered on
B. Rooted in
C. Contingent on
D. According to
Answer: C. Contingent on
Comparison Table: Top Alternatives
| Phrase | Tone | Best Use |
|---|---|---|
| According to | Formal, factual | Citing sources |
| Derived from | Academic, precise | Research writing |
| Grounded in | Professional, credible | Evidence |
| Informed by | Professional, polished | Business decisions |
| Supported by | Formal, factual | Research |
| Guided by | Professional, clear | Policies and decisions |
| In light of | Formal, thoughtful | New information |
| Rooted in | Expressive, professional | Values and ideas |
| Influenced by | Neutral, analytical | Causes and factors |
| Contingent on | Formal, precise | Business conditions |
FAQs
What are the best other ways to say based on?
Some of the best alternatives are according to, informed by, grounded in, supported by, derived from, guided by, and in light of.
What is a professional way to say based on?
In professional English, informed by, grounded in, supported by, and guided by are useful alternatives depending on the meaning.
Is “according to” the same as “based on”?
They can be similar, but they are not always interchangeable. According to normally identifies a source, while based on describes the foundation of an idea, decision, or conclusion.
What is another way to say based on evidence?
You can say supported by evidence, grounded in evidence, informed by evidence, or derived from evidence, depending on the intended meaning.
Can I use “based on” in academic writing?
Yes. “Based on” is completely acceptable in academic writing. However, alternatives such as grounded in, derived from, and supported by can provide greater precision and reduce repetition.
Conclusion
Learning other ways to say based on gives you more flexibility when writing and speaking English. Instead of repeating one phrase, you can choose expressions such as grounded in, informed by, supported by, or according to based on the exact relationship you want to describe.
Practice these alternatives in emails, essays, reports, and conversations. Pay attention to whether you are identifying a source, explaining evidence, describing an influence, or showing a condition. Understanding that difference will help your English sound more natural, accurate, and professional.
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Ethan Parker is a professional content writer at Replynst.com. He creates clear, engaging and well-researched articles focused on providing useful information, answering readers’ questions.
