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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
contribute to decision-making
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "contribute to decision-making" is correct and can be used in written English.
You can use it when discussing how someone has provided helpful information or input which has gone on to help in the decision-making process. For example, "The research we conducted contributed to decision-making in regards to our new product launch."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
24 human-written examples
"If you don't have power to decide matters related to your children or your pregnancy, how can you contribute to decision-making in your nation, on its future?" she said.
News & Media
These results indicate that the medial PFC is important for decision-making and that excessive signaling at D1 receptors may contribute to decision-making impairments.
Science
Thus, the methodology enabled a useful statistical evaluation and can contribute to decision-making regarding the parameters of interest in the jigging process.
These relatives are likely to continue to feel responsible after admission, and to hold valuable knowledge, which may contribute to decision-making related to care and treatment.
Applied to Taiwan's situation, the proposed method proved effective in solving complex challenges related to cloud service applications, and the results may contribute to decision-making and further innovation.
Australian scholars, Bown et al. (2009, p. 196), have urged researchers to further examine which factors influence politicians' decisions to undertake policy initiatives, noting that early childhood stakeholders may overestimate who and what influences these decisions and underestimate their own capacities to contribute to decision-making.
Human-verified similar examples from authoritative sources
Similar Expressions
36 human-written examples
The study suggests the OPFC contributes to decision-making by evaluating the trade-off between small, immediate rewards and large, delayed rewards.
Science & Research
Major depressive disorder (MDD) is associated with functional abnormalities in fronto-meso-limbic networks contributing to decision-making, affective and reward processing impairments.
Science
Vos and Brennan (2010) highlight the effectiveness of marketing simulation games, where students perceive simulations as an enjoyable learning approach, contributing to decision-making, as well as other valuable knowledge and skills, a finding consistent with Tiwari et al. (2014) survey.
Depicting both hope and despair, the short film not only introduces local perceptions and realities to outsiders, but - as with any good community development work - the process itself, of creating the video, also was a valuable exercise in giving local people more voice, in increasing their involvement in development and contributing to decision-making processes.
Such knowledge also contributes to decision-making about school management and programme revision.
Formal & Business
Expert writing Tips
Best practice
When using "contribute to decision-making", clearly specify the nature of the contribution to enhance clarity and impact. For instance, instead of saying "They contribute to decision-making", specify "They contribute data analysis to decision-making".
Common error
Avoid using "contribute to decision-making" without specifying how the contribution is made. Vague statements weaken the impact. Instead, clarify the contribution: "They contribute their expertise in finance to decision-making."
Source & Trust
84%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "contribute to decision-making" functions as a verb phrase indicating active participation or assistance in the process of making choices or policies. Ludwig provides numerous examples across various contexts to illustrate its usage.
Frequent in
Science
62%
News & Media
19%
Formal & Business
19%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "contribute to decision-making" is a grammatically sound and frequently used expression across diverse professional and academic contexts. As noted by Ludwig, it accurately describes the action of providing valuable input or assistance in the decision-making process. While the phrase is versatile, clarity is enhanced by specifying the nature of the contribution. Alternatives like "influence decision-making" or "participate in decision-making" offer nuanced ways to express similar concepts, suitable for tailoring communication to specific situations. The phrase maintains a professional register and is particularly common in scientific and business domains.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
influence decision-making
Focuses on the act of exerting influence on the decision-making process.
participate in decision-making
Emphasizes active involvement in the decision-making process.
be involved in decision-making
Highlights the state of being included in the decision-making process.
play a role in decision-making
Suggests a specific part or function in the decision-making process.
have a say in decision-making
Indicates having the opportunity to express one's opinion and influence decisions.
provide input for decision-making
Focuses on offering information or ideas that contribute to decisions.
inform decision-making
Emphasizes the act of providing knowledge that shapes decisions.
shape decision-making
Highlights the act of molding or directing the course of decisions.
assist in decision-making
Suggests helping or supporting the decision-making process.
add to decision-making
Implies enhancing or enriching the decision-making process with additional elements.
FAQs
How can I use "contribute to decision-making" in a sentence?
You can use "contribute to decision-making" to show how someone is helping in the decision-making process. For example: "Her research findings greatly "contribute to decision-making" regarding environmental policy."
What are some alternatives to "contribute to decision-making"?
Alternatives include "influence decision-making", "participate in decision-making", or "have a say in decision-making", depending on the context.
Is it better to say "contribute to decision-making" or "impact decision-making"?
"Contribute to decision-making" suggests providing input or assistance, while "impact decision-making" implies having a significant effect. Choose the phrase that accurately reflects the level of influence.
In what situations is it appropriate to use the phrase "contribute to decision-making"?
Use "contribute to decision-making" when discussing how specific knowledge, expertise, or information aids in the formation of choices or policies within a group or organization. This phrase is suitable in business, academic, and policy-related discussions.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.6/5
Expert rating
Real-world application tested