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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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determinants leading to

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "determinants leading to" is correct and usable in written English.
It can be used when discussing factors or causes that contribute to a particular outcome or situation. Example: "The study aims to identify the determinants leading to increased employee satisfaction in the workplace."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

14 human-written examples

Literature has identified failures in task management as direct determinants leading to accidents in the operating theatre.

A systematic and holistic approach is required to address all drivers and determinants leading to a healthy life and well-being.

It tried to identify the determinants leading to formation, composition, operation, and offering of community-based entrepreneurship as a means of economic or livelihood development.

However, it is more useful to recognize the underlying social determinants leading to inequities that result in environmental injustices at national and international levels.

Then, we proceed with identifying the determinants leading to such positive debt dynamics - cyclically adjusted primary deficit, snow-ball and stock-flow adjustments (for more details on the definitions, see European-Commission 2009).

Science

SERIEs

Then, we estimate a partial proportional odds logistic model in order to evaluate the main determinants leading to a switch from one level of food security to the other.

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Human-verified similar examples from authoritative sources

Similar Expressions

46 human-written examples

Self-perceived functional limitations constitute a central determinant leading to the utilization of health services.

These findings suggest that specific accumulation and binding of the RLSB binding protein to rbcL mRNA within BS chloroplasts may be one determinant leading to the characteristic cell type-specific localization of Rubisco in C4 plants.

The strict correlation between RLSB and rbcL gene expression, occurring at several levels as determined by multiple levels of analysis, suggests that BS-specific accumulation of the RLSB binding protein to rbcL mRNA may be one determinant leading to the BS-specific localization of Rubisco that is characteristic of kranz-type C4 plants.

Thus, when performance is viewed as determinant in leading to rewards, learning modulates the specific attentional processes that enabled it (i.e., target selection and distracter inhibition) and a form of instrumental attentional learning is observed (i.e., [42]).

Science

Plosone

However, it is still not clear which features are good determinants for accurate epitope prediction, leading to the unsatisfactory performance of existing prediction methods.

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Expert writing Tips

Best practice

When using "determinants leading to", ensure that the relationship between the determinants and the outcome is clearly articulated to avoid ambiguity. Consider specifying the strength or nature of the causal link.

Common error

Avoid using "determinants leading to" when the factors are merely correlated with the outcome, not definitively causative. Use language that reflects correlation if the relationship is not fully established.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "determinants leading to" functions as a causal connector, linking specific factors or conditions to their resulting outcomes. Ludwig AI validates this usage, illustrating how it identifies causative relationships in various contexts.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "determinants leading to" serves as a formal and scientific connector, used to link specific factors to their resulting outcomes. Ludwig AI confirms that it's a grammatically correct phrase that functions to explain the reasons behind particular events, situations, or trends. Predominantly used in scientific contexts, it identifies causative relationships and highlights key influencing factors. While alternative phrases like "causes of" or "contributing factors to" exist, this specific phrasing maintains a level of analytical precision that is invaluable in academic and research-oriented writing.

FAQs

How can I use "determinants leading to" in a sentence?

You can use "determinants leading to" to describe factors that contribute to a specific outcome. For instance, "The study examines the determinants leading to academic success."

What are some alternatives to "determinants leading to"?

Alternatives include "factors that cause", "causes of", or "contributing factors to", depending on the specific nuance you want to convey.

Is it better to say "determinants of" or "determinants leading to"?

"Determinants of" is broader and refers to factors that influence something. "Determinants leading to" specifies factors that directly cause or contribute to a particular outcome. The choice depends on whether you want to emphasize causation or general influence.

What is the difference between "determinants leading to" and "factors contributing to"?

While similar, "determinants leading to" often suggests a more direct or significant influence than "factors contributing to". The latter implies a more collaborative or less decisive role, and can be considered interchangeable with "contributing factors to".

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Source & Trust

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Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: