When looking for other ways to say “based on”, it’s important to understand how often this phrase is used in writing, analysis, decision-making, and communication. It helps show the source, reason, or foundation of an idea, but repeating it too much can make your writing feel mechanical. Using varied alternatives makes your expression more natural, professional, and stylistically rich.
In academic writing, research, and even everyday communication, phrases like “based on” act as connectors between evidence and conclusions. Whether you are referencing data, opinions, or observations, choosing the right synonym can improve clarity and make your message more impactful. Learning different ways to express this idea helps you communicate with precision and confidence.
What Does “Based On” Mean?
The phrase “based on” means that something is formed, developed, or decided according to a particular idea, fact, situation, or source. It shows dependency or foundation.
For example:
- “The report is based on data.”
- “The movie is based on a true story.”
It connects the result with its origin or supporting information.
Common Situations Where “Based On” Is Used
The phrase is widely used in both formal and informal contexts:
- Academic writing and research papers.
- Business reports and analysis.
- Decision-making statements.
- News articles and journalism.
- Creative works like movies and books.
- Everyday explanations or reasoning.
Is It Professional/Polite to Say “Based On”?
Yes, “based on” is highly professional and widely accepted in academic, business, and formal writing. However, overuse can make writing repetitive. In more advanced writing, alternatives like “according to,” “derived from,” or “in light of” are preferred for variety and precision.
Pros and Cons
Pros
- Clear and widely understood.
- Suitable for academic and professional writing.
- Easy to use in sentences.
- Works across many contexts.
Cons
- Overused in formal writing.
- Can sound repetitive.
- Lacks stylistic variation in long texts.
“Based On” Synonyms:
Explore these meaningful alternatives to “based on”:
- According to
- In accordance with
- Derived from
- On the basis of
- In line with
- As per
- Rooted in
- Founded on
- Built on
- Originating from
- In view of
- Considering
- In light of
- In reference to
- In relation to
- With reference to
- As indicated by
- As shown by
- On account of
- Informed by
- Influenced by
- Drawn from
- Taking into account
- Arising from
- Supported by
- Guided by
- Premised on
- Grounded in
- Attributable to
- As evidenced by
- Per
- In respect of
- From the perspective of
- Concerning
- With regard to
According to
Meaning:
Shows that something is taken from a specific source or authority.
Explanation:
This phrase is commonly used in academic, journalistic, and professional writing when referencing information, opinions, or data from a source such as a report, person, or institution like World Health Organization or United Nations.
Example:
“According to the report, pollution levels have increased.”
Best Use:
News writing, academic papers, formal reports
Worst Use:
Highly casual conversations
Tone:
Formal, authoritative
In accordance with
Meaning:
Indicates alignment with rules, laws, or guidelines.
Explanation:
Often used in legal, organizational, or policy-based contexts where actions follow structured rules set by bodies like International Organization for Standardization.
Example:
“The process was carried out in accordance with company policy.”
Best Use:
Legal and corporate documentation
Worst Use:
Informal speech
Tone:
Formal, precise
Derived from
Meaning:
Means something originates from a source or earlier form.
Explanation:
Used in science, research, and analysis to show origin, such as ideas derived from data or materials from Chemical Engineering studies.
Example:
“The conclusion is derived from experimental results.”
Best Use:
Research and technical writing
Worst Use:
Casual conversations
Tone:
Technical, analytical
On the basis of
Meaning:
Indicates the foundation or reason for something.
Explanation:
Used when decisions or judgments are made using evidence, data, or criteria.
Example:
“The decision was made on the basis of performance.”
Best Use:
Business and academic evaluation
Worst Use:
Very informal speech
Tone:
Formal, structured
In line with
Meaning:
Shows agreement or consistency with something.
Explanation:
Used when actions match policies, expectations, or standards.
Example:
“The plan is in line with company goals.”
Best Use:
Corporate communication
Worst Use:
Emotional or casual contexts
Tone:
Professional, aligned
As per
Meaning:
Indicates something follows a rule, instruction, or source.
Explanation:
Common in business communication and instructions, especially in South Asian English usage.
Example:
“As per the manager’s instructions, the report was updated.”
Best Use:
Workplace communication
Worst Use:
Academic formal writing (can feel slightly informal)
Tone:
Direct, functional
Rooted in
Meaning:
Shows deep origin or foundation in something.
Explanation:
Used when ideas, beliefs, or systems originate from strong underlying principles.
Example:
“The theory is rooted in classical economics.”
Best Use:
Academic and philosophical writing
Worst Use:
Simple instructions
Tone:
Reflective, conceptual
Founded on
Meaning:
Indicates something is built or established on a principle or fact.
Explanation:
Often used for systems, beliefs, or organizations.
Example:
“The argument is founded on strong evidence.”
Best Use:
Formal writing and analysis
Worst Use:
Casual speech
Tone:
Stable, formal
Built on
Meaning:
Shows something constructed or developed over a base idea.
Explanation:
Used for systems, relationships, or frameworks.
Example:
“The strategy is built on customer feedback.”
Best Use:
Business and development contexts
Worst Use:
Legal documents
Tone:
Practical, structured
Read Also:
Other Ways to Say “You Too”
Originating from
Meaning:
Shows where something begins or starts.
Explanation:
Used to trace back ideas, trends, or materials.
Example:
“The tradition is originating from ancient culture.”
Best Use:
Historical or cultural writing
Worst Use:
Short formal instructions
Tone:
Descriptive, explanatory
In view of
Meaning:
Means considering or taking something into account.
Explanation:
Used when decisions are influenced by circumstances or facts.
Example:
“In view of recent events, changes were made.”
Best Use:
Reports and formal communication
Worst Use:
Casual conversations
Tone:
Analytical, formal
Considering
Meaning:
Taking something into account before forming a judgment.
Explanation:
A flexible phrase used in both formal and informal contexts.
Example:
“Considering the results, the plan worked well.”
Best Use:
General communication
Worst Use:
Highly technical writing
Tone:
Neutral, balanced
In light of
Meaning:
Means because of or taking into account new information.
Explanation:
Often used when updating decisions based on new developments.
Example:
“In light of the findings, the policy was revised.”
Best Use:
News and formal writing
Worst Use:
Casual speech
Tone:
Formal, responsive
In reference to
Meaning:
Points to something being discussed or cited.
Explanation:
Used when referring to specific information, documents, or topics.
Example:
“In reference to your email, the issue has been resolved.”
Best Use:
Professional communication
Worst Use:
Informal chatting
Tone:
Formal, precise
In relation to
Meaning:
Shows connection or comparison between things.
Explanation:
Used to describe how two ideas or facts are connected.
Example:
“The study examines changes in relation to climate data.”
Best Use:
Academic writing
Worst Use:
Very casual speech
Tone:
Analytical, structured
With reference to
Meaning:
Indicates mention or connection to something specific.
Explanation:
Used in formal writing, especially correspondence.
Example:
“With reference to your request, the file is attached.”
Best Use:
Emails and reports
Worst Use:
Casual talk
Tone:
Formal, professional
As indicated by
Meaning:
Shows that something is suggested or shown by evidence.
Explanation:
Common in academic, research, and analytical writing where conclusions are drawn from data or observations.
Example:
“As indicated by the survey results, satisfaction has improved.”
Best Use:
Research reports and analysis
Worst Use:
Casual conversation
Tone:
Formal, evidence-based
As shown by
Meaning:
Means something is proven or demonstrated by evidence.
Explanation:
Used when clearly linking results or facts to supporting proof, often in scientific or technical contexts like Data Analysis.
Example:
“As shown by the data, sales increased this quarter.”
Best Use:
Reports and academic writing
Worst Use:
Informal speech
Tone:
Clear, factual
On account of
Meaning:
Means because of something.
Explanation:
Used to explain reasons or causes in formal writing.
Example:
“The event was canceled on account of bad weather.”
Best Use:
Formal communication
Worst Use:
Modern informal writing (can sound slightly old-fashioned)
Tone:
Formal, explanatory
Informed by
Meaning:
Means shaped or guided by information or experience.
Explanation:
Common in research, policy-making, and decision-making contexts.
Example:
“The strategy is informed by recent studies.”
Best Use:
Academic and professional contexts
Worst Use:
Casual conversations
Tone:
Insightful, analytical
Influenced by
Meaning:
Shows that something is affected or shaped by something else.
Explanation:
Used in creative, social, and analytical contexts, including cultural studies.
Example:
“The design is influenced by modern architecture.”
Best Use:
Academic and creative writing
Worst Use:
Technical instructions
Tone:
Descriptive, neutral
Drawn from
Meaning:
Means taken or sourced from something.
Explanation:
Used when information or ideas come from specific references or materials.
Example:
“The conclusions are drawn from case studies.”
Best Use:
Research and academic writing
Worst Use:
Very casual speech
Tone:
Analytical, formal
Taking into account
Meaning:
Means considering all relevant factors before making a decision.
Explanation:
Widely used in business, planning, and evaluation contexts.
Example:
“Taking into account the budget, we adjusted the plan.”
Best Use:
Professional decision-making
Worst Use:
Short informal replies
Tone:
Practical, thoughtful
Arising from
Meaning:
Means resulting from or coming out of something.
Explanation:
Used in legal, academic, and cause-effect explanations.
Example:
“The issues arising from the delay were resolved.”
Best Use:
Formal writing
Worst Use:
Casual speech
Tone:
Formal, cause-based
Supported by
Meaning:
Shows that something is backed by evidence or proof.
Explanation:
Common in research, technical writing, and analysis.
Example:
“The theory is supported by experimental results.”
Best Use:
Scientific and academic contexts
Worst Use:
Casual conversations
Tone:
Strong, evidential
Guided by
Meaning:
Means directed or influenced by principles or rules.
Explanation:
Often used in ethics, policies, and organizational decisions like those in World Trade Organization.
Example:
“The decision was guided by ethical principles.”
Best Use:
Formal and policy writing
Worst Use:
Informal speech
Tone:
Structured, principled
Premised on
Meaning:
Means based on a foundational assumption or idea.
Explanation:
Used in arguments, theories, and formal reasoning.
Example:
“The theory is premised on economic stability.”
Best Use:
Academic and logical writing
Worst Use:
Casual conversation
Tone:
Formal, logical
Grounded in
Meaning:
Means firmly based on facts, reality, or principles.
Explanation:
Used when something has a strong foundation in evidence or values.
Example:
“The research is grounded in real-world data.”
Best Use:
Academic and professional contexts
Worst Use:
Light casual talk
Tone:
Strong, reliable
Attributable to
Meaning:
Means caused by or credited to something.
Explanation:
Used in analysis to explain reasons behind outcomes.
Example:
“The improvement is attributable to better management.”
Best Use:
Reports and analysis
Worst Use:
Informal speech
Tone:
Formal, explanatory
As evidenced by
Meaning:
Means proven or shown clearly by evidence.
Explanation:
Strong academic phrase used in research and scientific writing.
Example:
“As evidenced by the results, performance improved.”
Best Use:
Research papers and reports
Worst Use:
Casual communication
Tone:
Academic, strong
Per
Meaning:
Means according to or as stated by.
Explanation:
Very concise formal term often used in business and instructions.
Example:
“Per company policy, all requests must be approved.”
Best Use:
Business communication
Worst Use:
Casual conversations
Tone:
Direct, formal
In respect of
Meaning:
Means concerning or regarding something.
Explanation:
Used in formal documents and legal writing.
Example:
“In respect of your application, updates will follow.”
Best Use:
Official correspondence
Worst Use:
Casual talk
Tone:
Formal, respectful
From the perspective of
Meaning:
Means considering a specific viewpoint.
Explanation:
Used in analysis, discussions, and comparative writing.
Example:
“From the perspective of economics, the decision makes sense.”
Best Use:
Academic and analytical writing
Worst Use:
Very short replies
Tone:
Analytical, reflective
Concerning
Meaning:
Means relating to or about something.
Explanation:
Used in formal writing and discussions to introduce a topic.
Example:
“Concerning the report, changes have been made.”
Best Use:
Professional communication
Worst Use:
Informal speech
Tone:
Neutral, formal
With regard to
Meaning:
Means relating to a specific subject or topic.
Explanation:
Common in formal emails, reports, and structured writing.
Example:
“With regard to your request, we have responded.”
Best Use:
Professional correspondence
Worst Use:
Casual conversations
Tone:
Formal, polite
Conclusion
Understanding different ways to express “based on” helps improve clarity, precision, and style in communication. Instead of repeating the same phrase, using varied alternatives allows your writing to sound more natural, professional, and context-aware.
Whether you are writing academic papers, business reports, or everyday explanations, choosing the right expression ensures your message is more impactful and meaningful. Strong communication is not just about what you say—but how clearly and effectively you connect ideas.
FAQs
Why should I use alternatives to “based on”?
To avoid repetition and improve writing quality and style.
Which synonym is most formal?
“According to,” “in accordance with,” and “as evidenced by.”
Can I use these in academic writing?
Yes, many of them are commonly used in research and academic papers.
Which one is most common in daily use?
“According to,” “considering,” and “based on” itself.
How do I choose the right phrase?
It depends on context, tone, and whether the writing is formal or informal.
