based on certain assumptions

USAGE SUMMARY

The phrase "based on certain assumptions" is correct and usable in written English.
You can use it when discussing conclusions, decisions, or analyses that rely on specific premises or beliefs. Example: "The results of the study are based on certain assumptions about the behavior of the participants."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

43 human-written examples

You seek breakthrough ideas for new products or services based on certain assumptions and observations.

Harvard Business Review

The principles on which community provision is built are based on certain assumptions: education is part of social provision, strongly related to all other branches of social provision.

The Guardian

Based on certain assumptions, the analytical results reveal that the most promising means of generating hydrogen is using wind power.

International Journal of Hydrogen Energy

"You can see, based on certain assumptions, if it is more convenient for you to rent or to buy," she said.

The New York Times

"These companies bought coal plants based on certain assumptions about the price of natural gas," said William Boyd, a professor of energy law at the University of Colorado.

The New York Times

"The traditional model of vocational rehabilitation for people with mental health conditions in England is based on certain assumptions," said Andy Bell, deputy chief executive of the Centre for Mental Health, which is championing IPS in Britain.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

17 human-written examples

However, to the author knowledge, most of the approaches focus on directly modeling how the position of the animal changes in real physical space, rather than trying to build a model based on certain assumption of the internal mechanism.

Plosone

Numerous attempts have been made to mitigate or eliminate chemotherapy resistance, based-on certain assumptions about the various mechanisms, but low response rates and poor clinical outcomes for patients can be attributed to our inability to identify and subsequently target major molecular interactions associated with such resistance.

BMC Medical Genomics

NMA is a method of inference and as such is based on certain statistical assumptions that are generally more restrictive than the assumptions underlying PMA [ 2, 3].

Cost Effectiveness and Resource Allocation

The Ryan plan, like any budget resolution, specifies levels of spending, savings and revenues, based on certain policy assumptions.

The New York Times - Health

The proposed approximations are based on certain physical assumptions which simplify the underlying characteristic equation to be solved.

Journal of Sound and Vibration

Expert writing Tips

Best practice

When using "based on certain assumptions", clearly articulate what those assumptions are to ensure transparency and avoid ambiguity in your reasoning or analysis.

Common error

Avoid presenting conclusions as definitive without first validating the underlying assumptions. Question the validity of your assumptions before presenting your argument to ensure its robustness.

Linguistic Context

The phrase "based on certain assumptions" functions as a prepositional phrase. It modifies a statement or conclusion by indicating that it is contingent on specific, often unstated, premises. Ludwig examples illustrate this by showing how analyses, forecasts, or models are qualified by this phrase.

Expression frequency: Common

Frequent in

Science

38%

News & Media

33%

Formal & Business

13%

Less common in

Academia

5%

Reference

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "based on certain assumptions" is a prepositional phrase used to qualify a statement or conclusion, indicating its dependence on specific, often unstated, premises. Ludwig shows that it is grammatically correct and frequently used across diverse fields like science, news, and business. According to Ludwig, the phrase serves to provide context and transparency, and is considered to be in a neutral register. To ensure clarity in writing, it's best practice to clearly articulate the underlying assumptions, and to avoid presenting conclusions as definitive without validating those assumptions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

assuming certain conditions

Focuses on the conditions that need to be true for the statement to hold, emphasizing a hypothetical scenario.

given specific presumptions

Highlights that the statement relies on presumptions that have been given or are known.

contingent on particular premises

Emphasizes the conditional nature of the statement, dependent on specific premises being true.

subject to certain provisos

Indicates that the statement is valid only if certain provisos or conditions are met.

relying on specified axioms

Highlights that the statement is built upon a set of axioms that are assumed to be true.

dependent on stipulated conditions

Focuses on the dependence of the result on previously agreed or stipulated conditions.

premised on particular suppositions

Highlights the role of suppositions as the foundation of the statement.

assuming a number of givens

Emphasizes the presence of multiple factors or conditions that are accepted as true without proof.

conditional on defined criteria

Focuses on the criteria that determine the validity of the statement, highlighting their importance.

predicated on explicit assumptions

Highlights that the assumptions are clearly stated and form the basis of the statement.

FAQs

How can I use "based on certain assumptions" in a sentence?

You can use "based on certain assumptions" to introduce a statement, analysis, or conclusion that relies on specific premises or beliefs. For example, "The economic forecast is "based on certain assumptions" about interest rates and consumer spending."

What are some alternatives to saying "based on certain assumptions"?

You can use alternatives like "assuming certain conditions", "given specific presumptions", or "contingent on particular premises" depending on the context.

Is it better to explicitly state assumptions when using "based on certain assumptions"?

Yes, it's generally better to explicitly state the assumptions you are relying on. This makes your reasoning more transparent and allows others to evaluate the validity of your conclusions. Saying "based on explicit assumptions" can signal this intention.

What's the difference between "based on certain assumptions" and "given the data"?

"Based on certain assumptions" indicates that the conclusion is derived from specific beliefs or premises, which may not be empirically proven. "Given the data", on the other hand, suggests that the conclusion is derived from factual information or evidence.