Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
causal determinants
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "causal determinants" is correct and usable in written English.
It can be used in contexts discussing factors that influence or determine outcomes, particularly in fields like psychology, sociology, or science. Example: "Understanding the causal determinants of behavior is essential for developing effective interventions."
✓ Grammatically correct
Science
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
29 human-written examples
In addition, these observational prospective studies can only identify associations, not causal determinants, and there is often a strong plausibility of reverse causality for some of the significant associations observed.
Science
The paper recommends that policy take these wider causal determinants into account when estimating likely effects of energy efficiency increases.
The research problem consisted in investigating and measuring the influence of causal determinants that can significantly affect the foot parameters.
Science
It seems, however, that the causal determinants of S's behavior can depend only on events occurring inside S's body.
Science
This philosopheme (this basic understanding of what life essentially is), seeing genomes as programs and genes as the ultimate causal determinants of organismal phenomena, is now challenged and complemented by post-determinist approaches which emphasise complexity.
A basic compatibilist strategy is to argue that agents can have control over their actions in the sense required for freedom and/or responsibility even if they do not control the causal determinants of those actions.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
31 human-written examples
If income is a causal determinant of health, these permissible income inequalities will (continue to) generate health inequalities if they are left in place.
Science
One issue in treating personality as a causal determinant of labor market success or family behavior concerns the stability of personality traits over the adult lifecycle and possible endogeneity of personality and other traits with respect to an individual's family history.
Despite their face validity, none of these factors has emerged as a strong causal determinant of exercise behavior [24], [25].
Science
OTA is a significant causal determinant of porcine nephropathy.
Science
We propose that telomere length is not only associated with atherosclerosis and longevity but is also a causal determinant of both.
Science
Expert writing Tips
Best practice
When discussing complex phenomena, clearly define what you consider to be the "causal determinants" to avoid ambiguity. For instance, in medical research, specify whether you are referring to genetic, environmental, or lifestyle factors.
Common error
Avoid presenting correlations as definitive "causal determinants". Always acknowledge the possibility of confounding variables or reverse causality, especially in observational studies.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "causal determinants" functions as a noun phrase identifying the factors that directly influence or bring about a particular result. It is used to pinpoint the origins or reasons behind specific phenomena, as shown by Ludwig's examples.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
The phrase "causal determinants" is a grammatically correct and commonly used term, primarily in scientific and academic writing. According to Ludwig AI, it pinpoints the factors that directly influence or cause a particular outcome. While alternatives like "causal factors" or "underlying causes" exist, "causal determinants" is valued for its precision in formal contexts. Effective use involves clearly defining the determinants and avoiding the overstatement of causation, acknowledging potential confounding variables.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
determinative causes
Synonymous, focuses on the causing aspect and its capability to determine an outcome.
causal factors
Focuses on the 'factors' aspect, implying individual elements contributing to a cause.
root causes
Emphasizes the fundamental or underlying reasons behind an effect.
underlying causes
Highlights the causes that are not immediately obvious but are fundamentally responsible.
contributing factors
Stresses the contributory nature of the elements influencing an outcome.
key influences
Underscores the most important elements that have an impact.
driving forces
Implies elements that propel or strongly influence a particular outcome.
causal mechanisms
Focuses on the processes or systems through which causes lead to effects.
antecedents
Refers to the events or conditions that precede and cause a particular outcome.
origins
Highlights the starting points or sources from which something arises.
FAQs
How can I use "causal determinants" in a research paper?
In a research paper, you can use "causal determinants" to identify and analyze the factors that lead to a particular outcome. For instance, "This study aims to identify the causal determinants of childhood obesity."
What is the difference between "causal determinants" and "correlates"?
"Causal determinants" are factors that directly influence an outcome, whereas correlates are factors that are associated with the outcome but may not necessarily cause it. Establishing causality requires rigorous evidence, while correlation only indicates a relationship.
Are there alternatives to using the phrase "causal determinants"?
Yes, you can use alternatives like "causal factors", "root causes", or "underlying causes" depending on the specific context.
How do I identify "causal determinants" in a complex system?
Identifying "causal determinants" in a complex system often requires a combination of methods, including statistical analysis, experimental studies, and theoretical modeling. It's important to consider multiple potential factors and their interactions.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested