Effectively attributing information is crucial for clear and credible communication. While “according to” is a common phrase, relying on it exclusively can make your writing or speech sound repetitive and lack nuance. This article explores a variety of alternatives to “according to,” providing you with a richer vocabulary and greater flexibility in expressing attribution. Whether you’re a student, a professional writer, or simply someone looking to improve their English, this guide will equip you with the knowledge and tools to effectively and elegantly attribute information in various contexts.
Mastering these alternatives will enhance your writing’s sophistication and precision. This comprehensive guide covers definitions, structural breakdowns, usage rules, common mistakes, and practice exercises. By understanding these nuances, you can convey information more effectively and demonstrate a stronger command of the English language.
Table of Contents
- Definition of “According To”
- Structural Breakdown of “According To”
- Alternatives to “According To”
- Examples of Alternatives
- Usage Rules
- Common Mistakes
- Practice Exercises
- Advanced Topics
- FAQ
- Conclusion
Definition of “According To”
“According to” is a prepositional phrase used to indicate the source of information. It signifies that the statement being made is based on what someone else has said or written. The phrase establishes a connection between the information presented and its originator, lending credibility to the statement. It’s a fundamental tool for academic writing, journalism, and any form of communication where accurate attribution is essential.
The primary function of “according to” is to attribute information to a specific source. This can be a person, a document, a study, or any other identifiable origin. By using “according to,” the speaker or writer avoids presenting the information as their own opinion or knowledge, instead attributing it to an external authority. This is crucial for maintaining objectivity and avoiding plagiarism.
In various contexts, “according to” helps to build trust and credibility. Whether you’re citing research in an academic paper or reporting news in a journalistic article, “according to” ensures that your audience understands the basis of your claims. It allows for a clear distinction between factual information and personal interpretation, which is vital for effective communication.
Structural Breakdown of “According To”
The basic structure of “according to” is relatively straightforward: “According to + [Source] + [Statement].” The source can be a person’s name, a title of a document, or a general reference to a group or institution. The statement is the information being attributed to that source. Understanding this structure is essential for using the phrase correctly and for identifying opportunities to use alternative phrasing.
The phrase “according to” typically appears at the beginning of a sentence or clause. For example: “According to the report, sales have increased.” However, it can also be placed in the middle of a sentence, often set off by commas. For instance: “Sales, according to the report, have increased.” The placement can subtly affect the emphasis of the sentence.
The source following “according to” should be clearly identifiable. Vague or ambiguous sources can undermine the credibility of the statement. For example, instead of saying “According to some people,” it’s better to specify “According to a recent survey” or “According to Dr. Smith.” Specificity enhances the impact of the attribution.
Alternatives to “According To”
While “according to” is a useful phrase, relying on it too heavily can make your writing repetitive. There are many alternatives that can add variety and sophistication to your language. These alternatives can be broadly categorized into reporting verbs, alternative phrases, prepositional phrases, and nominalizations.
Reporting Verbs
Reporting verbs are verbs that introduce reported speech or information. They are a versatile alternative to “according to” and can convey different nuances depending on the specific verb used. Common reporting verbs include state, claim, argue, suggest, explain, report, mention, observe, note, find, demonstrate, reveal, indicate, emphasize and believe.
The choice of reporting verb can significantly impact the tone and emphasis of the sentence. For example, “He claimed that…” suggests a degree of skepticism, while “He demonstrated that…” implies a stronger level of evidence. Selecting the right reporting verb is crucial for accurately conveying the source’s perspective.
Using reporting verbs effectively involves understanding their specific meanings and connotations. Some verbs, like “argue” or “insist,” are more forceful than others, like “suggest” or “mention.” A careful selection of reporting verbs can add depth and precision to your writing, making it more engaging and informative.
Alternative Phrases
Several phrases can be used in place of “according to” to introduce information from a source. These phrases often provide a more formal or sophisticated tone. Examples include: “In the words of,” “As stated by,” “Based on the work of,” “With reference to,” “In the opinion of,” “From the perspective of,” “As reported by,” “As indicated by,” and “Following the ideas of.”
These phrases can be particularly useful when you want to emphasize the source’s authority or expertise. For example, “In the words of Einstein” carries more weight than simply saying “According to Einstein.” The choice of phrase can also depend on the context and the type of information being presented.
Varying your phrasing can enhance the readability and flow of your writing. Instead of repeatedly using “according to,” incorporating different phrases can keep your audience engaged and prevent your writing from sounding monotonous. Experiment with different options to find the best fit for each situation.
Prepositional Phrases
Prepositional phrases offer another way to attribute information to a source. These phrases typically involve a preposition followed by a noun phrase that identifies the source. Examples include: “In accordance with,” “On the authority of,” “By virtue of,” “Under the guidance of,” “Based on,” “From,” “In light of,” and “With regard to.”
These phrases can add a formal or legalistic tone to your writing. For example, “In accordance with the law” is a common phrase used in legal documents. The choice of prepositional phrase can also depend on the specific relationship between the information and the source.
Prepositional phrases can be integrated seamlessly into your sentences, providing a concise and effective way to attribute information. Using a variety of prepositional phrases can make your writing sound more polished and professional. Consider the specific context and the desired tone when choosing the appropriate phrase.
Nominalizations
Nominalizations involve turning verbs or adjectives into nouns. This can be a more sophisticated way to attribute information, particularly in academic or formal writing. Examples include: “The assertion of,” “The claim by,” “The argument of,” “The suggestion by,” “The finding of,” “The observation by,” “The report by,” “The analysis by,” and “The conclusion of.”
Nominalizations often require restructuring the sentence to accommodate the noun phrase. For example, instead of saying “According to the researcher, the results are significant,” you could say “The researcher’s finding is that the results are significant.” This transformation can add a layer of complexity and formality to your writing.
While nominalizations can be effective, it’s important to use them judiciously. Overuse of nominalizations can make your writing sound convoluted and difficult to read. Strive for a balance between clarity and sophistication when incorporating nominalizations into your writing.
Examples of Alternatives
To illustrate the different alternatives to “according to,” here are several examples organized by category. These examples demonstrate how each alternative can be used in context and how the choice of wording can affect the overall tone and emphasis of the sentence.
Reporting Verbs Examples
The following table provides examples of how different reporting verbs can be used in place of “according to.” Each example demonstrates a slightly different nuance in meaning and tone.
| Original Sentence (Using “According To”) | Alternative Sentence (Using Reporting Verb) |
|---|---|
| According to the study, exercise improves mood. | The study shows that exercise improves mood. |
| According to the expert, the economy will recover soon. | The expert predicts that the economy will recover soon. |
| According to the witness, the car ran a red light. | The witness stated that the car ran a red light. |
| According to the author, the main theme is isolation. | The author argues that the main theme is isolation. |
| According to the report, there has been a decline in sales. | The report indicates a decline in sales. |
| According to the doctor, rest is essential for recovery. | The doctor emphasized that rest is essential for recovery. |
| According to the research, climate change is a serious threat. | The research suggests that climate change is a serious threat. |
| According to the historian, the battle was a turning point. | The historian believes the battle was a turning point. |
| According to the news, the president will give a speech tomorrow. | The news reports that the president will give a speech tomorrow. |
| According to the professor, this is a complex topic. | The professor explained that this is a complex topic. |
| According to the manager, the project is on schedule. | The manager mentioned that the project is on schedule. |
| According to the scientist, new discoveries have been made. | The scientist observed that new discoveries have been made. |
| According to the note, the meeting has been postponed. | The note states that the meeting has been postponed. |
| According to the investigation, there was no foul play. | The investigation found that there was no foul play. |
| According to the study, the drug is effective. | The study demonstrated that the drug is effective. |
| According to the documents, the agreement is valid. | The documents reveal that the agreement is valid. |
| According to the data, there is a correlation. | The data indicates that there is a correlation. |
| According to the memo, new policies are being implemented. | The memo emphasizes that new policies are being implemented. |
| According to the poll, public opinion is divided. | The poll suggests that public opinion is divided. |
| According to the analyst, the stock is undervalued. | The analyst believes the stock is undervalued. |
| According to the rumors, the company is about to be sold. | The rumors report that the company is about to be sold. |
| According to the guide, this museum is worth visiting. | The guide explains why this museum is worth visiting. |
| According to the email, the deadline has been extended. | The email mentions that the deadline has been extended. |
| According to the survey, most people prefer coffee over tea. | The survey observed that most people prefer coffee over tea. |
| According to the sign, parking is not allowed here. | The sign states that parking is not allowed here. |
Alternative Phrases Examples
This table shows how alternative phrases can replace “according to,” providing a more nuanced and sophisticated way to attribute information.
| Original Sentence (Using “According To”) | Alternative Sentence (Using Alternative Phrase) |
|---|---|
| According to the author, the story is based on real events. | In the words of the author, the story is based on real events. |
| According to the report, the company’s profits have increased. | As stated by the report, the company’s profits have increased. |
| According to Einstein, relativity is a fundamental concept. | Based on the work of Einstein, relativity is a fundamental concept. |
| According to the legal document, the contract is binding. | With reference to the legal document, the contract is binding. |
| According to the expert, this is a complex issue. | In the opinion of the expert, this is a complex issue. |
| According to the patient, the medication is effective. | From the perspective of the patient, the medication is effective. |
| According to the news, the storm is approaching. | As reported by the news, the storm is approaching. |
| According to the data, there is a clear trend. | As indicated by the data, there is a clear trend. |
| According to Freud, dreams are symbolic. | Following the ideas of Freud, dreams are symbolic. |
| According to the spokesperson, the company is committed to sustainability. | As stated by the spokesperson, the company is committed to sustainability. |
| According to the research team, the experiment was a success. | Based on the work of the research team, the experiment was a success. |
| According to the professor, the lecture will cover advanced topics. | In the words of the professor, the lecture will cover advanced topics. |
| According to the manager, the project is on budget. | As reported by the manager, the project is on budget. |
| According to the study, there is a link between diet and health. | As indicated by the study, there is a link between diet and health. |
| According to the guru, meditation can bring inner peace. | Following the ideas of the guru, meditation can bring inner peace. |
| According to the CEO, the company plans to expand. | In the opinion of the CEO, the company plans to expand. |
| According to the witness, the suspect was wearing a blue jacket. | From the perspective of the witness, the suspect was wearing a blue jacket. |
| According to the analyst, the market is volatile. | As reported by the analyst, the market is volatile. |
| According to the survey, most people are satisfied with the service. | As indicated by the survey, most people are satisfied with the service. |
| According to the ancient texts, the world was created in seven days. | Following the ideas of the ancient texts, the world was created in seven days. |
| According to the scientist, the new element is stable. | As stated by the scientist, the new element is stable. |
| According to the historian, the king was a cruel ruler. | In the words of the historian, the king was a cruel ruler. |
| According to the weather forecast, it will rain tomorrow. | As reported by the weather forecast, it will rain tomorrow. |
| According to the map, the city is located on the coast. | As indicated by the map, the city is located on the coast. |
Prepositional Phrases Examples
This table provides examples of using prepositional phrases as alternatives to “according to,” adding a more formal or specialized tone to your writing.
| Original Sentence (Using “According To”) | Alternative Sentence (Using Prepositional Phrase) |
|---|---|
| According to the law, all citizens are equal. | In accordance with the law, all citizens are equal. |
| According to the doctor, this treatment is effective. | On the authority of the doctor, this treatment is effective. |
| According to his hard work, he succeeded. | By virtue of his hard work, he succeeded. |
| According to the mentor, she improved her skills. | Under the guidance of the mentor, she improved her skills. |
| According to the data, there is a correlation. | Based on the data, there is a correlation. |
| According to the source, the information is accurate. | From the source, the information is accurate. |
| According to recent events, the situation is changing. | In light of recent events, the situation is changing. |
| According to the issue, the discussion is relevant. | With regard to the issue, the discussion is relevant. |
| According to the rules, the game is fair. | In accordance with the rules, the game is fair. |
| According to the expert, this is a valid approach. | On the authority of the expert, this is a valid approach. |
| According to his talent, he became successful. | By virtue of his talent, he became successful. |
| According to the coach, the team improved. | Under the guidance of the coach, the team improved. |
| According to the evidence, the case is strong. | Based on the evidence, the case is strong. |
| According to the witness, the suspect was at the scene. | From the witness, we learn the suspect was at the scene. |
| According to the current climate, changes are needed. | In light of the current climate, changes are needed. |
| According to the topic, the conference is interesting. | With regard to the topic, the conference is interesting. |
| According to the regulations, this is not permitted. | In accordance with the regulations, this is not permitted. |
| According to the professor, this is an important theory. | On the authority of the professor, this is an important theory. |
| According to her skill, she excelled in the competition. | By virtue of her skill, she excelled in the competition. |
| According to the leader, the group achieved their goals. | Under the guidance of the leader, the group achieved their goals. |
| According to the research, there are many benefits. | Based on the research, there are many benefits. |
| According to the source, the information is confidential. | From the source, we have confidential information. |
| According to the weather, the picnic will be canceled. | In light of the weather, the picnic will be canceled. |
| According to the agenda, the meeting will start soon. | With regard to the agenda, the meeting will start soon. |
Nominalizations Examples
This table demonstrates how nominalizations can be used instead of “according to,” adding a more formal and academic tone to your writing.
| Original Sentence (Using “According To”) | Alternative Sentence (Using Nominalization) |
|---|---|
| According to the author, the book is a masterpiece. | The author’s assertion is that the book is a masterpiece. |
| According to the witness, the suspect was at the scene. | The witness’s claim is that the suspect was at the scene. |
| According to the philosopher, life has no inherent meaning. | The philosopher’s argument is that life has no inherent meaning. |
| According to the expert, the market will crash. | The expert’s suggestion is that the market will crash. |
| According to the study, exercise improves health. | The study’s finding is that exercise improves health. |
| According to the scientist, the experiment was successful. | The scientist’s observation is that the experiment was successful. |
| According to the news, the event was a success. | The news’s report is that the event was a success. |
| According to the analyst, the company is undervalued. | The analyst’s analysis suggests the company is undervalued. |
| According to the research, the drug is effective. | The research’s conclusion is that the drug is effective. |
| According to the historian, the war was inevitable. | The historian’s assertion is that the war was inevitable. |
| According to the lawyer, the case is strong. | The lawyer’s claim is that the case is strong. |
| According to the economist, the economy is improving. | The economist’s argument is that the economy is improving. |
| According to the doctor, the patient needs rest. | The doctor’s suggestion is that the patient needs rest. |
| According to the survey, most people are happy. | The survey’s finding is that most people are happy. |
| According to the astronomer, the comet is visible. | The astronomer’s observation is that the comet is visible. |
| According to the journalist, the story is accurate. | The journalist’s report is that the story is accurate. |
| According to the statistician, the data is reliable. | The statistician’s analysis shows that the data is reliable. |
| According to the investigation, there was no crime. | The investigation’s conclusion is that there was no crime. |
| According to the report, the project is finished. | The report’s assertion is that the project is finished. |
| According to the witness, the car was speeding. | The witness’s claim is that the car was speeding. |
| According to the philosopher, existence precedes essence. | The philosopher’s argument is that existence precedes essence. |
| According to the advisor, this is the right course of action. | The advisor’s suggestion is that this is the right course of action. |
| According to the research, the new treatment works. | The research’s finding is that the new treatment works. |
| According to the zoologist, this species is endangered. | The zoologist’s observation is that this species is endangered. |
Usage Rules
While the alternatives to “according to” offer greater flexibility, it’s essential to use them correctly. The choice of alternative should depend on the context, the desired tone, and the specific relationship between the information and the source. Misusing these alternatives can lead to confusion or misrepresentation.
When using reporting verbs, ensure that the verb accurately reflects the source’s stance. For example, don’t use “claim” if the source has provided strong evidence. Similarly, when using alternative phrases, consider the level of formality and the emphasis you want to convey.
Prepositional phrases can be effective for adding a formal tone, but they should be used sparingly. Overuse of prepositional phrases can make your writing sound stilted and unnatural. Nominalizations can add sophistication, but they should be used judiciously to avoid making your writing convoluted.
Common Mistakes
Several common mistakes can occur when using alternatives to “according to.” These mistakes often involve misusing reporting verbs, using inappropriate phrases, or creating awkward sentence structures. Being aware of these common errors can help you avoid them in your own writing.
One common mistake is using a reporting verb that doesn’t accurately reflect the source’s position. For example, saying “He claimed that…” when the source has provided solid evidence is misleading. Another mistake is using overly formal or archaic phrases in informal contexts, making your writing sound unnatural.
Another frequent error is creating awkward sentence structures when using nominalizations. This can happen when the sentence becomes too complex and difficult to understand. It’s important to maintain clarity and simplicity, even when using more sophisticated phrasing.
Here are some examples of common mistakes and their corrections:
| Incorrect | Correct | Explanation |
|---|---|---|
| He claimed that the sun rises in the east (when it’s a known fact). | He stated that the sun rises in the east. | “Claimed” implies doubt or controversy, which is inappropriate for a known fact. |
| According to me, this is correct. | In my opinion, this is correct. | “According to” should refer to an external source, not the speaker/writer themselves. |
| The finding’s researcher said the data was significant. | The researcher’s finding was that the data was significant. | Poor word order and sentence structure. |
| In accordance of the study, exercise helps. | In accordance with the study, exercise helps. | Missing “with” in the phrase “in accordance with”. |
Practice Exercises
To solidify your understanding of the alternatives to “according to,” here are several practice exercises. These exercises will challenge you to apply the concepts you’ve learned and to identify the most appropriate alternative in different contexts.
Exercise 1: Reporting Verbs
Replace “According to” with an appropriate reporting verb in the following sentences.
| Question | Answer |
|---|---|
| According to the report, sales have increased by 10%. | The report indicates that sales have increased by 10%. |
| According to the expert, the economy will recover soon. | The expert predicts that the economy will recover soon. |
| According to the witness, the car ran a red light. | The witness stated that the car ran a red light. |
| According to the author, the main theme is isolation. | The author argues that the main theme is isolation. |
| According to the doctor, rest is essential for recovery. | The doctor emphasized that rest is essential for recovery. |
| According to the research, climate change is a serious threat. | The research suggests that climate change is a serious threat. |
| According to the historian, the battle was a turning point. | The historian believes the battle was a turning point. |
| According to the news, the president will give a speech tomorrow. | The news reports that the president will give a speech tomorrow. |
| According to the professor, this is a complex topic. | The professor explained that this is a complex topic. |
| According to the manager, the project is on schedule. | The manager mentioned that the project is on schedule. |
Exercise 2: Alternative Phrases
Replace “According to” with an appropriate alternative phrase in the following sentences.
| Question | Answer |
|---|---|
| According to the author, the story is based on real events. | In the words of the author, the story is based on real events. |
| According to the report, the company’s profits have increased. | As stated by the report, the company’s profits have increased. |
| According to Einstein, relativity is a fundamental concept. | Based on the work of Einstein, relativity is a fundamental concept. |
| According to the legal document, the contract is binding. | With reference to the legal document, the contract is binding. |
| According to the expert, this is a complex issue. | In the opinion of the expert, this is a complex issue. |
| According to the patient, the medication is effective. | From the perspective of the patient, the medication is effective. |
| According to the news, the storm is approaching. | As reported by the news, the storm is approaching. |
| According to the data, there is a clear trend. | As indicated by the data, there is a clear trend. |
| According to Freud, dreams are symbolic. | Following the ideas of Freud, dreams are symbolic. |
| According to the spokesperson, the company is committed to sustainability. | As stated by the spokesperson, the company is committed to sustainability. |
Exercise 3: Prepositional Phrases
Replace “According to” with an appropriate prepositional phrase in the following sentences.
| Question | Answer |
|---|---|
| According to the law, all citizens are equal. | In accordance with the law, all citizens are equal. |
| According to the doctor, this treatment is effective. | On the authority of the doctor, this treatment is effective. |
| According to his hard work, he succeeded. | By virtue of his hard work, he succeeded. |
| According to the mentor, she improved her skills. | Under the guidance of the mentor, she improved her skills. |
| According to the data, there is a correlation. | Based on the data, there is a correlation. |
| According to the source, the information is accurate. | From the source, the information is accurate. |
| According to recent events, the situation is changing. | In light of recent events, the situation is changing. |
| According to the issue, the discussion is relevant. | With regard to the issue, the discussion is relevant. |
| According to the rules, the game is fair. | In accordance with the rules, the game is fair. |
| According to the expert, this is a valid approach. | On the authority of the expert, this is a valid approach. |
Exercise 4: Nominalizations
Replace “According to” with an appropriate nominalization in the following sentences.
| Question | Answer |
|---|---|
| According to the author, the book is a masterpiece. | The author’s assertion is that the book is a masterpiece. |
| According to the witness, the suspect was at the scene. | The witness’s claim is that the suspect was at the scene. |
| According to the philosopher | The philosopher’s argument is that life has no inherent meaning. |
| According to the expert, the market will crash. | The expert’s suggestion is that the market will crash. |
| According to the study, exercise improves health. | The study’s finding is that exercise improves health. |
| According to the scientist, the experiment was successful. | The scientist’s observation is that the experiment was successful. |
| According to the news, the event was a success. | The news’s report is that the event was a success. |
| According to the analyst, the company is undervalued. | The analyst’s analysis suggests the company is undervalued. |
| According to the research, the drug is effective. | The research’s conclusion is that the drug is effective. |
| According to the historian, the war was inevitable. | The historian’s assertion is that the war was inevitable. |
Advanced Topics
Beyond the basic alternatives to “according to,” there are more advanced techniques for attributing information. These techniques involve using more nuanced language, incorporating multiple sources, and critically evaluating the information being presented. Mastering these advanced topics can elevate your writing and communication skills to a higher level.
One advanced technique is to combine multiple sources to create a more comprehensive picture. Instead of simply stating what each source says individually, you can synthesize the information to draw your own conclusions. This requires careful analysis and critical thinking.
Another advanced topic is critically evaluating the sources you’re using. Not all sources are created equal, and it’s important to assess their credibility and reliability. This involves considering the author’s expertise, the publication’s reputation, and any potential biases.
FAQ
Here are some frequently asked questions about alternatives to “according to.” These questions address common concerns and misconceptions about using different phrasing for attribution.
When is it appropriate to use “according to”?
It is appropriate to use “according to” when you want to attribute information to a specific source and avoid presenting it as your own opinion. It’s particularly useful in academic writing, journalism, and any context where accurate attribution is essential.
Can I use “according to” in informal writing?
Yes, you can use “according to” in informal writing, but it may sound overly formal. In informal contexts, you might prefer using simpler alternatives like “says” or “notes.”
How can I avoid overusing “according to”?
To avoid overusing “according to,” vary your phrasing by using reporting verbs, alternative phrases, prepositional phrases, and nominalizations. This will add variety and sophistication to your writing.
What is the difference between “claim” and “state”?
“Claim” implies a degree of doubt or controversy, while “state” is more neutral. Use “claim” when the information is disputed or lacks strong evidence, and use “state” when the information is presented as a fact.
How do I cite multiple sources in one sentence?
You can cite multiple sources in one sentence by using phrases like “According to X and Y,” or “As stated by X and Y.” Be sure to clearly distinguish between the sources and the information they provide.
Is it necessary to always attribute information to a source?
Yes, it’s generally necessary to attribute information to a source, especially in academic and professional writing. This helps to avoid plagiarism and to give credit to the original creators of the information.
Conclusion
Mastering alternatives to “according to” is a valuable skill that can enhance your writing and communication abilities. By understanding the nuances of reporting verbs, alternative phrases, prepositional phrases, and nominalizations, you can express attribution more effectively and elegantly. Remember to consider the context, the desired tone, and the specific relationship between the information and the source when choosing the appropriate alternative.
By practicing these techniques and being mindful of common mistakes, you can elevate your writing to a higher level of sophistication and precision. Whether you’re a student, a professional writer, or simply someone looking to improve their English, the knowledge and tools provided in this guide will serve you well in your communication endeavors.

I’m James Terban, a teacher with a degree in Education and five years of experience working with students of all ages, from young kids learning their first grammar rules to adults picking up English as a second language. I started Linguistics Guide because I kept seeing good learners hit a wall due to explanations that were either too vague or too complicated. Every article here comes from a real question I have heard in a classroom or seen asked online.
