correlated to vs correlated with

Both 'correlated to' and 'correlated with' are commonly used in English, but they are used in slightly different contexts. 'Correlated with' is more widely accepted and used when discussing the relationship between two variables or factors. On the other hand, 'correlated to' is also used, but it may sound less natural to some speakers.

Last updated: March 26, 2024 • 3481 views

This phrase is less common than 'correlated with' but is still used in English.

"correlated to"

This phrase is used to indicate a relationship between two things, but it may sound less natural to some speakers compared to 'correlated with.'

Examples:

The increase in crime rates is correlated to social inequality.
Her success is correlated to her hard work.

Show examples from the web [+]

Return is directly correlated to risk.
Long positions in debt instruments of a sovereign issuer the pricing of which is highly correlated to the pricing of the given sovereign debt shall be taken into account for calculation purposes.
Levetiracetam elimination is correlated to creatinine clearance.
The decrease in leucocyte cystine levels is correlated to the cysteamine plasma concentration over the six hours following the administration of CYSTAGON.
The European Food Safety Authority (EFSA) concluded in its opinion on glucosinolates (allyl isothiocyanates) as undesirable substances in animal feed [4] that adverse effects in animals have been generally correlated to the amount of total glucosinolates in the diet.
the agreements between IFP and Axens explicitly limit IFP's liability in the event of default on the part of one of Axens' licensees to sums which are necessarily small, as they are correlated to the fee received by IFP;
EA, the European Commission, EFTA and competent national authorities recognise that the effectiveness of accreditation services in the conformity assessment field is correlated to the consistency of the European accreditation model regardless the policy area.
The risk of developing inhibitors is correlated to the extent of exposure to factor VIII, the risk being highest within the first 20 exposure days, and to other genetic and environmental factors.
Only long positions in debt instruments of a sovereign issuer the pricing of which is highly correlated to the pricing of sovereign debt of a sovereign issuer shall be taken into account to offset short positions in the said sovereign debt.
or any assets, portfolio of assets, financial obligations or financial contracts the value of which is correlated to the value of the sovereign debt,
The pharmacodynamic action correlated to the efficacy shall be demonstrated including:
Increasing baseline phenotypic fold change to tipranavir in isolates is correlated to decreasing virological response.
The metabolic capacity in patients with mild to moderate impairment was best correlated to their albumin values.
have been correlated to the measures defined in this TSI.
However, these fluctuations are not correlated to the general situation of the Community industry as can be seen, for example, from the table below.
Renal impairment There was an increase in rivaroxaban exposure correlated to decrease in renal function, as assessed via creatinine clearance measurements.
The apparent body clearance of both levetiracetam and of its primary metabolite is correlated to the creatinine clearance.
As regards PM10, a majority in Parliament lobbied at first reading for an ambitious annual limit, which is also better correlated to the daily limit in force.
This phenomenon is closely correlated to the level of economic development in a given country, which is why rising food prices had the greatest impact on inflation in the EU's new Member States.
On the contrary, the improvement of profitability appears closely correlated to the improvements in capacity utilisation and to the productivity gains observed above.

Alternatives:

correlated with
linked to
associated with
connected to
tied to

This phrase is widely accepted and commonly used in English.

"correlated with"

This phrase is used to indicate a relationship between two variables or factors. It is the more commonly used phrase compared to 'correlated to.'

Examples:

The study found that stress is correlated with heart disease.
Smoking is strongly correlated with lung cancer.

Show examples from the web [+]

Directive 97/67/EC on postal services states that the prices of each of the services forming part of the supply of the universal service should be correlated with costs.
Article 12 of the Directive on postal services states, on the one hand, that prices shall be correlated with costs and, on the other, that the Member States may decide whether to apply a single tariff to the entire national territory.
This reduction in urinary CTx levels was significantly correlated with the primary efficacy endpoint SMPR (Kendall-tau-b (p < 0.001)).
The reduction in flushing symptoms (assessed by patient questionnaires) was correlated with a reduction in nicotinic acid-induced vasodilatation (assessed by measurements of skin blood flow).
As evidenced by suppression of acute rejection following renal transplantation, the immunosuppressant activity of CellCept is correlated with MPA concentration.
Based on historical data cited by LOT, demand for air passenger transport services has been strongly correlated with economic growth.
In subjects with renal impairment, renal clearance of single doses of zonisamide was positively correlated with creatinine clearance.
Resistance was correlated with the accumulation of mutations in the viral genome that resulted in the expression of amino acid substitutions in the viral protease.
whereas production and imports of mineral ores and concentrates are generally high in volume, but these volumes are not necessarily correlated with the risks relating to public health or the environment,
A disadvantage is that the estimates are not produced with direct data but with a key that is supposedly correlated with the phenomenon to be measured.
What's even more surprising is that self-grades, where the students grade their own work critically - so long as you incentivize them properly so they can't give themselves a perfect score - are actually even better correlated with the teacher grades.
The increase correlated with total bilirubin concentrations.
Patient factors, which correlated with erlotinib pharmacokinetics, were serum total bilirubin, AAG and current smoking.
These substitutions were correlated with varying levels of reduced enfuvirtide susceptibility in HIV site- directed mutants.
Fractional zinc absorption is negatively correlated with zinc intake.
However in neither disease was this correlated with lack of therapeutic response.
Guilt, inversely correlated with those things.
Congenital hydrocephalus isn't necessarily correlated with a mother's age.
This would allow political responsibility to be strengthened and actions to be correlated with results.
These measures should be correlated with action to end tax havens.

Alternatives:

correlated to
linked with
associated with
connected with
tied with

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correlated to vs correlated with

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