Words have a powerful way of shaping how our messages are understood and felt. When we communicate information, opinions, or facts, we often rely on the phrase “according to” to show the source of that information. However, repeating the same expression again and again can make writing feel predictable, mechanical, and less engaging for readers. Exploring other ways to say “according to” allows your writing to feel more natural, thoughtful, and expressive, especially when you want to present ideas with clarity and care.

In everyday conversations, academic writing, professional communication, and storytelling, the phrase “according to” helps us attribute information to a source. Yet, using alternative phrases for “according to” can make your sentences feel more polished, respectful, and meaningful, particularly when you want to highlight someone’s expertise or viewpoint. Choosing the right expression can also help you adjust tone, maintain professionalism, and connect more warmly with your audience.

This guide shares 25 other ways to say “according to”, along with clear meanings, examples, tone descriptions, and best-use scenarios. Each option will help you communicate information more creatively while maintaining accuracy and credibility. By learning these alternatives, you can make your writing feel more engaging, personal, and expressive, whether you are writing an article, an email, or an academic paper.

Table of Contents

What Does “According to” Mean?

The phrase “according to” is commonly used to reference the source of information, an opinion, or a belief expressed by someone else. It helps readers understand where the information originated and who is responsible for the statement being presented.

For example, when someone says “According to the report, the company’s profits increased significantly this year,” they are clearly indicating that the information comes from a report rather than personal opinion.

In writing and conversation, “according to” plays an important role because it allows people to credit reliable sources, avoid misunderstandings, and present information in a responsible and respectful way.

Is It Professional or Polite to Say “According to”?

Yes, “according to” is generally considered professional, respectful, and widely acceptable in both formal and informal communication.

It is frequently used in academic writing, journalism, professional reports, and everyday conversations because it clearly attributes information to a specific source.

However, using the same phrase repeatedly can sometimes make writing feel repetitive or less engaging, especially in long articles or reports. That is why exploring other ways to say “according to” can help writers maintain clarity while improving variety and readability.

Pros and Cons of Using “According to”

Pros

Clear attribution helps readers understand where the information originates from.
Professional tone works well in academic, journalistic, and business writing contexts.
Simple structure makes sentences easy to understand for a wide range of audiences.
Widely recognized phrase ensures clarity when referencing experts, reports, or research findings.

Cons

Overuse can make writing repetitive, especially in long articles or research papers.
Limited emotional nuance, which may make communication feel less personal or engaging.
Less stylistic variety, reducing the natural flow of expressive writing.
May feel formal in casual conversation, where a more natural expression might work better.
Synonyms For“According to”
1. Based on
2. As reported by
3. In the words of
4. As stated by
5. As explained by
6. As mentioned by
7. As described by
8. As noted by
9. As observed by
10. As suggested by
11. In the opinion of
12. From the perspective of
13. As indicated by
14. As outlined by
15. As highlighted by
16. As documented by
17. As emphasized by
18. As referenced by
19. As pointed out by
20. As revealed by
21. As demonstrated by
22. As acknowledged by
23. As recorded by
24. As interpreted by
25. As presented by

25 Other Ways to Say “According to” (With Examples)

1. Based on

Meaning: This phrase suggests that information or conclusions are derived from evidence, research, observations, or reliable data.

Scenario: A researcher summarizes conclusions after reviewing several reliable sources.

Examples

Based on the latest research findings, experts believe that small lifestyle changes can significantly improve overall health and wellbeing.
Based on customer feedback collected over several months, the company decided to improve its support services.
Based on historical records, the city experienced similar weather patterns nearly fifty years ago.
Based on the teacher’s explanation during class, students understood the complex concept more clearly.
Based on recent surveys conducted across multiple countries, people value flexible working conditions more than ever.

Tone: Professional, analytical, and reliable

Details Explanation: This phrase is especially useful when discussing research, statistics, reports, or careful analysis of information.

Best Use: Academic writing, reports, research summaries, and analytical discussions.

2. As reported by

Meaning: This phrase indicates that information comes directly from a news source, journalist, or official report.

Scenario: A writer references information published by a newspaper or media organization.

Examples

As reported by several international newspapers, the new policy has sparked widespread discussion among political analysts and citizens.
As reported by the research team, the results exceeded expectations after months of careful experimentation.
As reported by the health department, vaccination rates have improved significantly across many communities.
As reported by local journalists, the festival attracted visitors from many different countries.
As reported by industry experts, technology continues to transform the way people communicate daily.

Tone: Informative and journalistic

Details Explanation: This phrase is ideal for news writing and media references because it highlights the reporting source clearly.

Best Use: Journalism, news summaries, and factual reporting.

3. In the words of

Meaning: This phrase introduces a direct quote or a memorable statement made by someone else.

Scenario: A writer shares an inspiring quote from a respected speaker.

Examples

In the words of the author, patience and perseverance are often the keys to achieving long-lasting success.
In the words of the professor, curiosity remains one of the most powerful tools for lifelong learning.
In the words of the coach, teamwork always produces stronger results than individual effort alone.
In the words of the leader, compassion should guide every important decision we make.
In the words of the mentor, meaningful progress usually begins with small but consistent steps.

Tone: Reflective and respectful

Details Explanation: This phrase emphasizes the speaker’s authority and personal voice.

Best Use: Speeches, storytelling, inspirational writing.

4. As stated by

Meaning: Indicates that someone clearly expressed a particular idea, fact, or statement earlier.

Scenario: A writer references an official statement from an organization.

Examples

As stated by the company spokesperson, the organization remains committed to improving customer experiences across every service platform.
As stated by the committee members, transparency will remain a guiding principle for future decisions.
As stated by the teacher during the meeting, student creativity should always be encouraged.
As stated by the official report, environmental protection remains a top priority.
As stated by the scientist, further research will provide clearer answers in the coming years.

Tone: Formal and authoritative

Details Explanation: Often used in official statements, reports, and professional documents.

Best Use: Formal writing and corporate communication.

5. As explained by

Meaning: Shows that someone provided clarification or detailed reasoning about a topic.

Scenario: A student references a teacher’s explanation in an essay.

Examples

As explained by the professor during the lecture, small economic shifts can influence global markets significantly.
As explained by the guide, the ancient structure was built using remarkably advanced techniques.
As explained by the doctor, proper sleep plays an essential role in maintaining long-term health.
As explained by the author, the story represents deeper emotional themes.
As explained by the researcher, consistent practice helps develop lasting skills.

Tone: Educational and clear

Details Explanation: Often used when referencing clarifications or teaching moments.

Best Use: Educational writing and explanations.

6. As mentioned by

Meaning: The phrase “as mentioned by” is used when referring to something that another person has already talked about, written, or briefly explained earlier in a conversation, report, speech, or article.

Scenario: A writer refers back to an earlier comment made by a colleague during a meeting.

Examples

As mentioned by the project manager during yesterday’s meeting, the team plans to launch the new service before the end of the current quarter.
As mentioned by the author in the introduction section, the book explores the emotional challenges of personal growth.
As mentioned by the teacher earlier today, consistent reading habits can significantly improve vocabulary and comprehension skills.
As mentioned by the organization’s director, the community program will continue to support families facing financial difficulties.
As mentioned by the travel guide, the historic city center contains some of the most beautiful architecture in the region.

Tone: Friendly, conversational, and informative

Details Explanation: This phrase gently reminds readers that the information has already been introduced or discussed previously.

Best Use: Meetings, reports, presentations, and articles that reference earlier statements.

7. As described by

Meaning: The expression “as described by” is used when someone provides a detailed explanation, description, or portrayal of something.

Scenario: A writer explains a historical event using the account given by an expert historian.

Examples

As described by the historian, the ancient city was once a thriving center of trade and cultural exchange.
As described by the witness, the scene unfolded quickly and left everyone present feeling shocked and concerned.
As described by the author, the main character experiences deep emotional transformation throughout the story.
As described by the scientist, the process involves several complex stages that require careful observation.
As described by the architect, the building design focuses on sustainability, efficiency, and natural lighting.

Tone: Descriptive and explanatory

Details Explanation: This phrase works well when sharing detailed portrayals or vivid explanations from another person’s perspective.

Best Use: Storytelling, academic writing, and descriptive reports.

8. As noted by

Meaning: The phrase “as noted by” indicates that someone has observed, recorded, or pointed out a specific detail or fact.

Scenario: A researcher highlights an observation made in a scientific report.

Examples

As noted by the researchers in the final report, the experiment produced several unexpected yet valuable findings.
As noted by the editor, the article needed clearer examples to help readers better understand the concept.
As noted by the teacher, students showed remarkable improvement after participating in the creative workshop.
As noted by the historian, the cultural traditions of the region have remained strong for centuries.
As noted by the analyst, the market trend shows gradual but consistent growth over time.

Tone: Professional and analytical

Details Explanation: Often used to highlight a specific observation or important detail within a report or discussion.

Best Use: Research papers, articles, and analytical writing.

9. As observed by

Meaning: The phrase “as observed by” emphasizes that someone personally noticed or carefully studied something.

Scenario: A scientist reports findings based on observations made during an experiment.

Examples

As observed by the research team, the plants grew significantly faster under controlled lighting conditions.
As observed by the teacher, students become more confident when encouraged to share their ideas openly.
As observed by local residents, the neighborhood has become more vibrant and welcoming over the past decade.
As observed by wildlife experts, the migration patterns of birds have gradually shifted due to climate changes.
As observed by the coach, teamwork improves dramatically when players communicate effectively during practice.

Tone: Scientific and observational

Details Explanation: Highlights direct observation or careful monitoring of a situation.

Best Use: Scientific writing, research, and analytical reports.

10. As suggested by

Meaning: This phrase indicates that someone proposed an idea, recommendation, or possible explanation.

Scenario: A team member recommends a strategy during a planning meeting.

Examples

As suggested by the consultant, the company should focus on improving customer relationships through personalized services.
As suggested by the teacher, students should review their notes regularly to strengthen their understanding.
As suggested by the report, small changes in energy consumption can reduce environmental impact significantly.
As suggested by the marketing team, social media campaigns may attract a younger audience.
As suggested by the nutritionist, balanced meals help maintain consistent energy throughout the day.

Tone: Advisory and constructive

Details Explanation: Used when presenting recommendations, ideas, or possible solutions.

Best Use: Professional discussions, planning documents, and advisory writing.

11. In the opinion of

Meaning: The phrase “in the opinion of” emphasizes that the information reflects someone’s personal viewpoint or judgment.

Scenario: A journalist shares a critic’s perspective on a new film.

Examples

In the opinion of the film critic, the movie succeeds because of its powerful storytelling and memorable performances.
In the opinion of the professor, education should encourage curiosity rather than simply memorizing information.
In the opinion of the coach, dedication and discipline often determine long-term success.
In the opinion of the economist, the policy could benefit small businesses across the country.
In the opinion of the author, kindness remains one of the most valuable qualities in society.

Tone: Thoughtful and subjective

Details Explanation: Clearly communicates that the statement represents an individual viewpoint rather than a proven fact.

Best Use: Opinion pieces, reviews, and discussions.

12. From the perspective of

Meaning: This phrase highlights how a situation appears when viewed from a particular person’s or group’s point of view.

Scenario: A writer analyzes a social issue from the perspective of teachers.

Examples

From the perspective of educators, smaller class sizes can greatly improve the learning experience for students.
From the perspective of travelers, convenient transportation makes exploring a new city much easier.
From the perspective of business owners, reliable customer relationships are essential for long-term success.
From the perspective of historians, the event marked an important turning point in the nation’s development.
From the perspective of environmental scientists, protecting natural resources requires global cooperation.

Tone: Balanced and analytical

Details Explanation: Encourages readers to consider different viewpoints when evaluating a topic.

Best Use: Analysis, essays, and debates.

13. As indicated by

Meaning: The phrase “as indicated by” is used when evidence, data, or observations clearly suggest or signal a conclusion or fact. It emphasizes that the information is derived from observable proof or reliable sources.

Scenario: A researcher presents data from a survey to support a conclusion about public opinion.

Examples

As indicated by the survey results, most employees prefer flexible working hours to improve productivity and wellbeing.
As indicated by historical records, the city has experienced multiple significant floods over the past century.
As indicated by the weather report, temperatures are expected to rise gradually throughout the week.
As indicated by the teacher’s feedback, students need to practice problem-solving strategies consistently for better understanding.
As indicated by the scientific study, regular physical activity can reduce the risk of chronic health conditions significantly.

Tone: Formal, analytical, and evidence-based

Details Explanation: This phrase is particularly useful when highlighting findings, patterns, or trends that are supported by clear evidence. It’s common in academic, research, and professional writing.

Best Use: Research papers, reports, analytical articles, and data-driven writing.

14. As outlined by

Meaning: The phrase “as outlined by” is used when someone has presented the main ideas, structure, or key points of a topic in an organized way.

Scenario: A project leader refers to the plan explained earlier in a strategic document.

Examples

As outlined by the strategic plan, the organization will expand its services to support more communities in the coming years.
As outlined by the instructor during the first lecture, the course will focus on developing practical writing and research skills.
As outlined by the government report, transportation improvements will be completed gradually over the next five years.
As outlined by the architect, the building design includes energy-efficient materials and environmentally friendly technology.
As outlined by the event coordinator, volunteers will guide visitors and help ensure the program runs smoothly.

Tone: Structured and professional

Details Explanation: This phrase emphasizes that the information was organized and clearly planned beforehand.

Best Use: Project plans, structured reports, presentations, and policy discussions.

15. As highlighted by

Meaning: The expression “as highlighted by” indicates that someone has emphasized or drawn attention to an important idea or issue.

Scenario: A journalist refers to an important point emphasized during a press conference.

Examples

As highlighted by the community leaders, education programs remain essential for improving opportunities for young people.
As highlighted by the environmental report, protecting natural ecosystems requires cooperation between governments and local communities.
As highlighted by the professor, critical thinking skills help students analyze information more effectively.
As highlighted by the survey results, employees appreciate workplaces that encourage collaboration and mutual respect.
As highlighted by the speaker during the conference, innovation often begins with curiosity and open-minded exploration.

Tone: Emphatic and informative

Details Explanation: This phrase helps readers notice important points that deserve special attention.

Best Use: Articles, speeches, research summaries, and reports.

16. As documented by

Meaning: The phrase “as documented by” shows that information has been carefully recorded or supported by reliable evidence.

Scenario: A historian references records preserved in historical archives.

Examples

As documented by historical archives, the city played an important role in regional trade during the early centuries.
As documented by medical researchers, balanced nutrition contributes significantly to long-term physical health.
As documented by the company’s financial reports, the organization has experienced steady growth over the last decade.
As documented by scientists, climate patterns have gradually shifted in several regions across the world.
As documented by the investigation report, the safety improvements reduced workplace accidents significantly.

Tone: Formal and evidence-based

Details Explanation: This phrase emphasizes recorded proof, evidence, or official documentation.

Best Use: Academic writing, legal documents, and research papers.

17. As emphasized by

Meaning: The expression “as emphasized by” is used when someone strongly stresses the importance of an idea or principle.

Scenario: A teacher reminds students about the importance of consistent practice.

Examples

As emphasized by the mentor, patience and dedication remain essential qualities for achieving meaningful success.
As emphasized by the health experts, regular exercise improves both physical and mental wellbeing.
As emphasized by the training instructor, teamwork helps organizations overcome difficult challenges more effectively.
As emphasized by the research findings, early education plays a critical role in lifelong learning.
As emphasized by the conference speaker, empathy strengthens communication and builds stronger communities.

Tone: Strong and persuasive

Details Explanation: Used when highlighting important ideas that require attention or reinforcement.

Best Use: Speeches, educational writing, and persuasive communication.

18. As referenced by

Meaning: The phrase “as referenced by” indicates that a source has been cited or mentioned as supporting evidence.

Scenario: A student cites research sources in an academic essay.

Examples

As referenced by several academic studies, regular reading habits help improve vocabulary and language comprehension skills.
As referenced by the research article, the method has been successfully applied in several international projects.
As referenced by the textbook, cultural traditions often influence the way societies develop over time.
As referenced by the policy report, education funding plays a significant role in improving community outcomes.
As referenced by the historian, many early records were preserved through careful documentation.

Tone: Academic and scholarly

Details Explanation: Commonly used when citing or referring to academic or scholarly sources.

Best Use: Research papers, essays, and academic publications.

19. As pointed out by

Meaning: The phrase “as pointed out by” means someone has clearly identified or explained an important detail or observation.

Scenario: A writer acknowledges an insight shared by a colleague.

Examples

As pointed out by the analyst, the market changes require businesses to adapt quickly and creatively.
As pointed out by the teacher, understanding grammar rules helps students communicate more clearly.
As pointed out by the community leader, cooperation between residents strengthens neighborhood relationships.
As pointed out by the reviewer, the book offers thoughtful insights into modern social challenges.
As pointed out by the scientist, careful experimentation leads to more reliable conclusions.

Tone: Clear and conversational

Details Explanation: Useful when highlighting important insights someone noticed or explained.

Best Use: Articles, discussions, and analytical writing.

20. As revealed by

Meaning: The phrase “as revealed by” suggests that new information or hidden details have been discovered or uncovered.

Scenario: A journalist reports surprising results from a recent study.

Examples

As revealed by the latest research study, regular outdoor activity can significantly improve mental wellbeing.
As revealed by the survey results, many employees prefer flexible working hours.
As revealed by historical research, the monument has a deeper cultural significance than previously believed.
As revealed by the investigation, improved safety measures prevented further incidents.
As revealed by the documentary, the community’s history includes inspiring stories of resilience and unity.

Tone: Informative and slightly dramatic

Details Explanation: Often used when discovering new insights or unexpected information.

Best Use: Journalism, research articles, and investigative writing.

21. As demonstrated by

Meaning: The phrase “as demonstrated by” shows that evidence, actions, or results clearly prove something.

Scenario: A teacher explains a concept using an example experiment.

Examples

As demonstrated by the experiment results, consistent practice improves performance over time.
As demonstrated by the successful project, teamwork helps organizations achieve ambitious goals.
As demonstrated by historical evidence, cultural exchange encourages innovation and creativity.
As demonstrated by the training session, practical learning helps students understand concepts more effectively.
As demonstrated by the athlete’s dedication, perseverance often leads to remarkable achievements.

Tone: Confident and evidence-based

Details Explanation: Highlights clear proof or visible evidence supporting an idea.

Best Use: Educational writing, research, and analysis.

22. As acknowledged by

Meaning: The phrase “as acknowledged by” is used when someone openly recognizes, admits, or accepts a fact, contribution, or responsibility that is important to the discussion.

Scenario: A company leader recognizes the efforts of employees during a public announcement.

Examples

As acknowledged by the organization’s leadership team, the success of the project was made possible through the dedication and creativity of every employee involved.
As acknowledged by the author in the closing chapter, the research journey required patience, persistence, and valuable guidance from several mentors.
As acknowledged by the committee members during the meeting, community support played an essential role in completing the initiative successfully.
As acknowledged by the teacher during the class discussion, students often learn best when they feel encouraged to express their ideas confidently.
As acknowledged by the research report, further investigation will help clarify the remaining questions related to the study.

Tone: Respectful, appreciative, and professional

Details Explanation: This phrase shows recognition, acceptance, or appreciation, especially when highlighting someone’s contribution or admitting an important fact.

Best Use: Professional communication, academic writing, speeches, and acknowledgments.

23. As recorded by

Meaning: The phrase “as recorded by” refers to information that has been officially written down, documented, or preserved in records for future reference.

Scenario: A historian refers to historical documents that describe past events.

Examples

As recorded by early historians, the city once served as an important center for trade, culture, and intellectual exchange.
As recorded by the official meeting minutes, the board members agreed to review the proposal during the next scheduled session.
As recorded by the health department reports, vaccination programs significantly improved community wellbeing over several decades.
As recorded by the school archives, the institution has educated generations of students since its founding many years ago.
As recorded by scientific journals, the discovery opened new possibilities for innovation and technological progress.

Tone: Historical, factual, and reliable

Details Explanation: This phrase highlights documented evidence that has been preserved in written records or archives.

Best Use: Historical writing, research articles, reports, and official documentation.

24. As interpreted by

Meaning: The phrase “as interpreted by” is used when someone analyzes or explains information based on their understanding, perspective, or expertise.

Scenario: A literary critic explains the deeper meaning of a novel.

Examples

As interpreted by literary critics, the novel represents a powerful exploration of identity, resilience, and the search for belonging.
As interpreted by historians, the event marked a turning point that influenced political and social developments for many years.
As interpreted by the professor during the lecture, the poem reflects themes of hope, struggle, and personal transformation.
As interpreted by legal experts, the policy aims to strengthen consumer protection and promote fair business practices.
As interpreted by the research team, the data suggests that collaboration improves problem-solving outcomes.

Tone: Analytical and thoughtful

Details Explanation: This phrase shows that the explanation reflects someone’s understanding or analysis rather than an absolute fact.

Best Use: Academic writing, literary analysis, critical discussions, and research papers.

25. As presented by

Meaning: The phrase “as presented by” is used when information has been explained, displayed, or delivered by someone during a presentation, report, or discussion.

Scenario: A conference attendee refers to information shared by a keynote speaker.

Examples

As presented by the keynote speaker during the conference, innovation often begins with curiosity and a willingness to explore new ideas.
As presented by the research team, the findings offer valuable insights into improving educational outcomes for students.
As presented by the project manager, the updated timeline will help the team complete every stage carefully.
As presented by the documentary filmmaker, the story highlights inspiring examples of courage and community spirit.
As presented by the training instructor, effective communication helps build trust and understanding within teams.

Tone: Professional, informative, and explanatory

Details Explanation: This phrase emphasizes that the information was formally shared or explained by someone in a structured presentation or report.

Best Use: Conferences, presentations, reports, and professional communication.

Conclusion

Using the phrase “according to” is a reliable and professional way to attribute information, but relying on it repeatedly can make writing feel repetitive and less engaging. Exploring other ways to say “according to” allows you to communicate ideas with greater clarity, warmth, and stylistic variety, which makes your sentences more expressive, polished, and reader-friendly.

Alternatives such as “based on,” “as explained by,” “as noted by,” “as interpreted by,” and “as presented by” allow you to adapt the tone, highlight different perspectives, and emphasize the importance of sources or evidence. Choosing the right phrase ensures that your writing remains professional, respectful, and meaningful while also keeping readers engaged and informed.

FAQs

1. Why should I use alternatives to “according to”?

Using alternatives helps your writing avoid repetition, feel more engaging, and sound professional, while clearly attributing ideas to the right sources.

2. Can these alternatives be used in academic writing?

Yes, many phrases such as “as stated by,” “as documented by,” and “as interpreted by” are suitable for academic, research, and formal writing contexts.

3. Are these alternatives appropriate for casual or professional communication?

Absolutely. Phrases like “as mentioned by” or “as observed by” can work in casual settings, while “as indicated by” or “as presented by” fit professional or formal communication.

4. How do I choose the best alternative for my sentence?

Select a phrase that matches the tone, source, and purpose of your writing, ensuring clarity, credibility, and stylistic variety.

5. Will using these alternatives improve the readability of my writing?

Yes, varying the way you attribute sources makes your writing more dynamic, expressive, and easier for readers to follow, especially in long articles or reports.