47 Other Ways to Say According To 2026 Guide + Examples

Other Ways to Say According To can make communication sound more natural, professional, and engaging. For many English speakers, the phrase according to is a commonly used phrase in both spoken English and written English because it helps a speaker give a reference, mention a source, explain an idea, or share a statement from a person, authority, manager, or report. Moreover, in business communications, emails, academic writing, blogs, professional writing, and content writing, this type of source attribution, citation, and authority reference improves communication. For example, according to the report, sales increased during the last quarter, while, as stated by the manager, the project remained on schedule and on track.

However, using the same wording repeatedly can make writing feel too rigid, overly formal, and sometimes even lacking in warmth. From my experience as a writer who edits content and handles content daily, I have noticed that repetitive language, repetition, and repetitive wording can reduce readability and lower audience engagement. Therefore, learning alternatives and exploring other ways to say according to is a smart move for improving communication skills, writing improvement, vocabulary improvement, and overall language skills. In addition, using semantic alternatives, alternative phrases, phrase variation, word replacement, and varied expressions helps create smoother sentence flow, stronger vocabulary variety, and better sentence variety.

Furthermore, in my real writing projects, daily editing, and content editing work, I often rely on easy alternatives to produce clear writing, effective writing, and better communication effectiveness. These practical, beginner-friendly, and useful methods improve language flexibility, linguistic variation, language enhancement, and expressive language in writing an email, sharing information, speech, and friendly communication. Whether you are a content creator focused on search engine optimization, a student working on academic work, or someone interested in professional advice, writing guidance, and writing techniques, the right wording options, communication strategy, communication style, professional tone, and conversational tone can make your message more natural, polished, and easy to understand.

Table of Contents

What Does “According to” Mean?

“According to” is used to show the source of information or to attribute a statement to someone, something, or a reference. It helps clarify where the information comes from, whether it is a person, study, report, or publication.

When to Use “According to”

Generally, you use it in academic writing, news reporting, essays, research papers, and professional communication. Additionally, it helps you present facts without taking personal responsibility for the statement.

Is It Professional to Say “According to”?

Yes, it is highly professional. However, because it is very common, overusing it can make writing repetitive. Therefore, using alternatives improves variety, clarity, and style.

1. As Stated by

Scenario: Formal writing or reports
Examples:

As stated by the report, the results were positive.
The project was successful, as stated by the manager.
As stated by experts, climate change is accelerating.
The policy changed, as stated by officials.
As stated by researchers, the data is reliable.
Tone: Formal and authoritative
Best Use: Academic or professional reports

2. As Mentioned by

Scenario: General reference
Examples:

As mentioned by the teacher, the exam is next week.
The deadline is close, as mentioned by HR.
As mentioned by the article, prices are rising.
The rule changed, as mentioned by the supervisor.
As mentioned by the source, updates are ongoing.
Tone: Neutral and clear
Best Use: Everyday academic writing

3. As Reported by

Scenario: Journalism or news writing
Examples:

As reported by the news agency, the event was successful.
The incident occurred, as reported by witnesses.
As reported by officials, the situation is under control.
Prices increased, as reported by analysts.
As reported by media outlets, changes are expected.
Tone: Journalistic and factual
Best Use: News articles

4. According to the Data

Scenario: Research or analytics
Examples:

According to the data, sales increased.
The trend is rising, according to the data.
According to the data, performance improved.
The pattern is clear, according to the data.
According to the data, demand is stable.
Tone: Analytical and precise
Best Use: Reports and research papers

5. Based on

Scenario: Analytical statements
Examples:

Based on the findings, the theory is correct.
The decision was made based on the report.
Based on expert analysis, changes are needed.
The conclusion is drawn based on evidence.
Based on observations, improvement is required.
Tone: Logical and professional
Best Use: Academic and business writing

6. As Per

Scenario: Formal business communication
Examples:

As per company policy, attendance is required.
As per the instructions, the task is completed.
As per the agreement, payment is due.
As per the manager, changes were approved.
As per guidelines, procedures must be followed.
Tone: Formal and strict
Best Use: Corporate writing

7. In the Words of

Scenario: Quoting someone directly
Examples:

In the words of the CEO, innovation is key.
In the words of the author, “learning never stops.”
In the words of the expert, the system is outdated.
In the words of the researcher, results are promising.
In the words of the leader, teamwork matters.
Tone: Emphatic and expressive
Best Use: Quotes and speeches

8. As Noted by

Scenario: Academic writing
Examples:

As noted by researchers, the results are consistent.
The issue is serious, as noted by experts.
As noted by the report, improvements are needed.
The trend is increasing, as noted by analysts.
As noted by studies, behavior is changing.
Tone: Academic and precise
Best Use: Research papers

9. According to Findings

Scenario: Research results
Examples:

According to findings, the method is effective.
The results changed, according to findings.
According to findings, efficiency improved.
The study concluded, according to findings.
According to findings, risks are reduced.
Tone: Scientific and formal
Best Use: Academic studies

10. As Indicated by

Scenario: Data interpretation
Examples:

As indicated by the chart, sales increased.
The trend is clear, as indicated by results.
As indicated by reports, demand is rising.
The issue persists, as indicated by feedback.
As indicated by data, performance improved.
Tone: Analytical
Best Use: Reports and analysis

11. According to Experts

Scenario: Expert opinions
Examples:

According to experts, the economy will grow.
The system is outdated, according to experts.
According to experts, changes are necessary.
Risks are high, according to experts.
According to experts, the solution is simple.
Tone: Authoritative
Best Use: Articles and essays

12. As Per Research

Scenario: Academic context
Examples:

As per research, habits influence behavior.
The theory is proven, as per research.
As per research, results vary.
The method works, as per research.
As per research, patterns are consistent.
Tone: Scientific
Best Use: Academic writing

13. It Is Stated That

Scenario: Formal reporting
Examples:

It is stated that the system is efficient.
It is stated that changes will occur.
It is stated that results are positive.
It is stated that risks are minimal.
It is stated that improvements are ongoing.
Tone: Formal and neutral
Best Use: Reports and essays

14. As Observed by

Scenario: Observational studies
Examples:

As observed by scientists, changes are rapid.
The behavior shifted, as observed by researchers.
As observed by experts, results differ.
Patterns are clear, as observed by analysis.
As observed by the team, progress is steady.
Tone: Analytical
Best Use: Scientific writing

15. In Accordance With

Scenario: Rules or regulations
Examples:

In accordance with the law, action was taken.
In accordance with policy, the request was denied.
In accordance with guidelines, procedures were followed.
In accordance with rules, changes were made.
In accordance with standards, quality improved.
Tone: Formal and legal
Best Use: Legal or official documents

16. From the Perspective of

Scenario: Opinion-based writing
Examples:

From the perspective of researchers, it is effective.
From the perspective of teachers, it helps learning.
From the perspective of experts, it is risky.
From the perspective of analysts, trends are changing.
From the perspective of doctors, it is safe.
Tone: Analytical and interpretive
Best Use: Essays and discussions

17. As Documented by

Scenario: Record-based evidence
Examples:

As documented by studies, results vary.
The change occurred, as documented by reports.
As documented by evidence, progress is clear.
The trend is rising, as documented by data.
As documented by records, improvement exists.
Tone: Evidence-based
Best Use: Research and reports

18. According to Records

Scenario: Historical or official data
Examples:

According to records, sales increased.
The event happened, according to records.
According to records, changes were made.
The system improved, according to records.
According to records, performance is stable.
Tone: Formal and factual
Best Use: Official documentation

19. As Communicated by

Scenario: Business communication
Examples:

As communicated by management, changes are coming.
The update is delayed, as communicated by HR.
As communicated by the team, progress is steady.
The decision was made, as communicated by leaders.
As communicated by officials, rules changed.
Tone: Professional
Best Use: Workplace communication

20. It Is Reported That

Scenario: News or updates
Examples:

It is reported that prices are rising.
It is reported that the system is stable.
It is reported that changes are expected.
It is reported that demand is increasing.
It is reported that progress continues.
Tone: Journalistic
Best Use: News writing

21. As Put Forward by

Scenario: Academic or argumentative writing
Examples:

As put forward by the researcher, the theory is valid.
The idea is strong, as put forward by experts.
As put forward by the author, change is necessary.
The claim was made, as put forward by analysts.
As put forward by studies, results are consistent.
Tone: Formal and academic
Best Use: Essays and research papers

22. As Claimed by

Scenario: Reporting opinions or statements
Examples:

As claimed by the company, profits increased.
The system works well, as claimed by developers.
As claimed by officials, the issue is resolved.
The product is effective, as claimed by users.
As claimed by reports, improvements are ongoing.
Tone: Neutral, slightly critical
Best Use: Journalism or analysis

23. As Asserted by

Scenario: Strong claims or arguments
Examples:

As asserted by the expert, the method is outdated.
The system is effective, as asserted by researchers.
As asserted by analysts, changes are needed.
The policy works, as asserted by officials.
As asserted by studies, risks remain.
Tone: Strong and formal
Best Use: Academic arguments

24. As Highlighted by

Scenario: Emphasizing key points
Examples:

As highlighted by the report, sales increased.
The issue is serious, as highlighted by experts.
As highlighted by data, performance improved.
The trend is clear, as highlighted by analysis.
As highlighted by studies, behavior is changing.
Tone: Emphasizing and clear
Best Use: Reports and presentations

25. As Confirmed by

Scenario: Verified information
Examples:

As confirmed by the data, results improved.
The event occurred, as confirmed by officials.
As confirmed by reports, the system is stable.
The update is true, as confirmed by sources.
As confirmed by research, the theory holds.
Tone: Factual and reliable
Best Use: Formal reporting

26. As Evidenced by

Scenario: Strong proof or support
Examples:

As evidenced by the results, performance increased.
The trend is rising, as evidenced by data.
As evidenced by studies, habits affect behavior.
The system improved, as evidenced by reports.
As evidenced by analysis, change is needed.
Tone: Evidence-based and academic
Best Use: Research writing

27. As Reflected by

Scenario: Showing results or outcomes
Examples:

As reflected by sales, performance improved.
The change is clear, as reflected by data.
As reflected by reports, growth is steady.
The outcome is positive, as reflected by results.
As reflected by analysis, demand is rising.
Tone: Analytical
Best Use: Reports and summaries

28. As Indicated in

Scenario: Referencing documents or charts
Examples:

As indicated in the report, profits increased.
The trend is rising, as indicated in data.
As indicated in studies, behavior changes.
The issue is clear, as indicated in findings.
As indicated in records, performance improved.
Tone: Formal and structured
Best Use: Academic and business writing

29. As Shown by

Scenario: Visual or data-based evidence
Examples:

As shown by the chart, sales increased.
The results are clear, as shown by data.
As shown by studies, habits matter.
The trend is rising, as shown by analysis.
As shown by reports, progress continues.
Tone: Clear and explanatory
Best Use: Reports and presentations

30. As Demonstrated by

Scenario: Proof through examples
Examples:

As demonstrated by results, the method works.
The system improved, as demonstrated by data.
As demonstrated by studies, change occurs.
The trend is clear, as demonstrated by reports.
As demonstrated by analysis, performance increased.
Tone: Strong and evidential
Best Use: Academic writing

31. As Noted in

Scenario: Referencing documents
Examples:

As noted in the report, growth is steady.
The issue persists, as noted in findings.
As noted in studies, behavior changes.
The system improved, as noted in data.
As noted in analysis, demand is rising.
Tone: Academic and neutral
Best Use: Research papers

32. As Described by

Scenario: Descriptive reporting
Examples:

As described by experts, the system is complex.
The process works, as described by researchers.
As described by reports, changes occurred.
The situation is improving, as described by data.
As described by analysts, trends are shifting.
Tone: Neutral and descriptive
Best Use: Academic or journalistic writing

33. As Explained by

Scenario: Clarifying information
Examples:

As explained by the teacher, the concept is simple.
The result is clear, as explained by experts.
As explained by reports, changes are needed.
The system works, as explained by developers.
As explained by analysis, trends are rising.
Tone: Clear and instructional
Best Use: Educational writing

34. As Suggested by

Scenario: Indirect evidence or recommendation
Examples:

As suggested by data, performance is improving.
The trend is rising, as suggested by reports.
As suggested by studies, behavior changes.
The system may improve, as suggested by analysis.
As suggested by findings, risks remain.
Tone: Tentative and analytical
Best Use: Research interpretation

35. As Informed by

Scenario: Data-driven insight
Examples:

As informed by research, changes are needed.
The decision is correct, as informed by data.
As informed by analysis, growth is steady.
The strategy works, as informed by reports.
As informed by studies, results vary.
Tone: Professional and analytical
Best Use: Business writing

36. As Stated in

Scenario: Formal references
Examples:

As stated in the report, profits increased.
The policy changed, as stated in documents.
As stated in studies, behavior shifts.
The rule applies, as stated in guidelines.
As stated in records, performance improved.
Tone: Formal and precise
Best Use: Official documents

37. As Recorded in

Scenario: Historical or official data
Examples:

As recorded in documents, changes occurred.
The event happened, as recorded in history.
As recorded in data, sales increased.
The system improved, as recorded in logs.
As recorded in studies, trends shifted.
Tone: Factual and archival
Best Use: Reports and history writing

38. As Noticed by

Scenario: Observational writing
Examples:

As noticed by researchers, behavior changed.
The issue is clear, as noticed by experts.
As noticed by analysts, trends are rising.
The system improved, as noticed by reports.
As noticed by teams, performance increased.
Tone: Observational
Best Use: Analysis writing

39. As Derived From

Scenario: Logical conclusion
Examples:

As derived from data, results improved.
The conclusion is strong, as derived from analysis.
As derived from studies, behavior changes.
The trend is rising, as derived from reports.
As derived from evidence, performance increased.
Tone: Logical and academic
Best Use: Research papers

40. As Understood From

Scenario: Interpretation-based writing
Examples:

As understood from reports, changes are coming.
The system works, as understood from data.
As understood from analysis, trends shift.
The issue is serious, as understood from experts.
As understood from studies, behavior evolves.
Tone: Interpretive
Best Use: Essays and explanations

41. As Derived by Experts

Scenario: Expert interpretation
Examples:

As derived by experts, the model is valid.
The theory works, as derived by researchers.
As derived by analysts, trends improve.
The system is effective, as derived by studies.
As derived by professionals, changes are needed.
Tone: Expert-focused
Best Use: Academic writing

42. As Concluded by

Scenario: Final findings
Examples:

As concluded by researchers, results are positive.
The study is complete, as concluded by experts.
As concluded by analysis, performance improved.
The system works, as concluded by reports.
As concluded by findings, changes are needed.
Tone: Formal and conclusive
Best Use: Research conclusions

43. As Interpreted by

Scenario: Analytical perspective
Examples:

As interpreted by experts, results vary.
The data is complex, as interpreted by analysts.
As interpreted by researchers, behavior changes.
The system works, as interpreted by reports.
As interpreted by studies, trends shift.
Tone: Analytical
Best Use: Research discussion

44. As Outlined by

Scenario: Structured explanation
Examples:

As outlined by the report, steps are clear.
The plan works, as outlined by experts.
As outlined by studies, results improve.
The method is simple, as outlined by researchers.
As outlined by data, changes are needed.
Tone: Structured and formal
Best Use: Business or academic writing

45. As Supported by

Scenario: Evidence-based writing
Examples:

As supported by data, performance increased.
The claim is valid, as supported by studies.
As supported by analysis, trends are rising.
The system works, as supported by reports.
As supported by evidence, changes are needed.
Tone: Strong and factual
Best Use: Research writing

46. As Verified by

Scenario: Confirmed information
Examples:

As verified by data, results improved.
The claim is true, as verified by experts.
As verified by reports, changes occurred.
The system works, as verified by analysis.
As verified by studies, trends continue.
Tone: Reliable and factual
Best Use: Formal reporting

47. As Inferred From

Scenario: Logical deduction
Examples:

As inferred from data, performance improved.
The trend is rising, as inferred from studies.
As inferred from reports, changes are needed.
The system works, as inferred from analysis.
As inferred from evidence, behavior shifts.
Tone: Analytical and thoughtful
Best Use: Academic and research writing

Conclusion

Instead of repeatedly using “according to,” you now have 47 powerful alternatives that can elevate your writing style. Moreover, using expressions like “as evidenced by,” “as stated by,” “as derived from,” or “as concluded by” helps you sound more professional, precise, and varied. Ultimately, choosing the right phrase enhances clarity, strengthens credibility, and improves the overall quality of academic, business, and creative writing.

Emma Johnson