vectors of change

USAGE SUMMARY

The phrase "vectors of change" is correct in written English and can be used in a variety of contexts.
For example, you could say: "We need to consider all of the vectors of change that will be involved in this process."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Which of our seven vectors of change speak most powerfully to your organisation's core purpose?

The Guardian

They are vectors of change, which sometimes seems to threaten indigenous culture; but cultural change comes equally from within and you threaten in any event to stifle a society by excluding immigrants.

The Economist

"Kids are our vectors of change," says Ann Chester, director of the heath sciences and technology academy at WVU, at the conference.

Forbes

Hall argues for the relevance and importance of the study of pastoralists who by their very mobility have often been major vectors of change, particularly through contacts with neighbouring societies.

Pastoralism

All vectors of change are similar either within or between genus and present vectors correlation above 0.97, which again is well above the expected range from the random permutation tests (0.60 0.87).

BMC Evolutionary Biology

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

Next columns: Correlation (below the diagonal R = inner product and above the diagonal angle = arccosine of | R|) of vectors of changes due to muscular dystrophy in females (Dystro F) and males (Dystro M), sexual dimorphism in B10 mice (Sex B10) and dystrophic mice (sex mdx), and plastic response to food consistency in B6 mice (HF-SF B6).

BMC Evolutionary Biology

[A supply chain diagnostic methodlogy: Determing the vector of change.

Computers & Industrial Engineering

More specifically, do recent models of technological change that lay stress on the Enlightenment as a vector of change offer new insights into [End Page 533] steel as a material in eighteenth-century culture?

Johns Hopkins University

where Δe is a vector of change in resource inputs or emissions, b ˆ is the diagonal matrix of physical coefficients.

Journal of Economic Structures

where y 0 is the initial vector of final demand, Δy, column vector of change in final demand, Δ p ˆ diagonal matrix (a matrix with the elements of the vector in the main diagonal and zeros in outside the main diagonal) of price changes (in % or share of unity) and ε ˆ diagonal matrix of elasticities.

Journal of Economic Structures

In a rapidly developing field of research, semantics are a vector of change and designing to isolate that change pays off.

Briefings in Bioinformatics

Expert writing Tips

Best practice

When discussing complex systems or processes, use "vectors of change" to pinpoint specific influences that direct the system's evolution, ensuring clarity and precision in your analysis.

Common error

Avoid using "vectors of change" as a vague synonym for general trends. Instead, ensure you are referring to specific, directional influences that actively shape the outcome.

Linguistic Context

The phrase "vectors of change" functions as a noun phrase that identifies specific influences or forces driving a transformation. Ludwig AI confirms its correct usage in various contexts.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "vectors of change" is a grammatically correct noun phrase used to describe specific influences driving a transformation. Ludwig AI validates its usage across diverse fields, including science, news media, and academia. It’s best suited for formal, analytical contexts, and while not overly common, it provides a precise way to pinpoint directional forces of change. Alternatives include "drivers of change" and "agents of change", though "vectors of change" uniquely emphasizes the direction and influence inherent in these forces.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

sources of change

Replaces "vectors" with "sources", emphasizing the origin of change.

agents of change

Substitutes "vectors" with "agents", highlighting the actors that cause change.

drivers of change

Replaces "vectors" with "drivers", focusing on the forces behind change.

catalysts of change

Substitutes "vectors" with "catalysts", emphasizing acceleration of change.

forces of change

Replaces "vectors" with "forces", stressing the power and impact of change.

avenues of change

Substitutes "vectors" with "avenues", focusing on channels and possibilities of change.

elements of change

Replaces "vectors" with "elements", focusing on basic parts of a transformation.

factors of change

Replaces "vectors" with "factors", focusing on contributing elements.

instruments of change

Replaces "vectors" with "instruments", highlighting tools used for the change process.

vehicles of change

Replaces "vectors" with "vehicles", focusing on conveyers or facilitators.

FAQs

How can I use "vectors of change" in a sentence?

You can use "vectors of change" to describe specific influences that cause a transformation, such as: "Technological advancements are key "vectors of change" in modern society."

What can I say instead of "vectors of change"?

You can use alternatives like "drivers of change", "agents of change", or "forces of change" depending on the context.

What's the difference between "vectors of change" and "factors of change"?

"Vectors of change" implies direction and influence, suggesting a specific course of transformation. "Factors of change" simply refers to contributing elements without necessarily implying a specific direction.

Is "vectors of change" formal or informal language?

"Vectors of change" is generally considered formal language, suitable for academic, scientific, or professional contexts. More informal contexts might use simpler terms like "causes of change".