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
extensive margin for
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "extensive margin for" is correct and usable in written English.
It is typically used in economic or statistical contexts to refer to the broad range or scope of a particular variable or factor. Example: "The extensive margin for labor supply indicates how many additional workers are willing to enter the job market at varying wage levels."
✓ Grammatically correct
Science
Alternative expressions(17)
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
3 human-written examples
This echoes our discussion in the survey (Section 3.2) about the importance of the extensive margin for the group of single mothers, especially in the UK.
For households with children (Fig. 3a), the single largest effect occurs on the extensive margin for both men and women: the share of women outside the labor force decreases by approximately 4percentt, whereas the corresponding reduction for men is approximately 5percentt.
Science
Given the estimated NPPC4 for all parcels of a grid cell, the extensive margin for that grid can be calculated using the following relationship: ETA = A m 1 NPP m 1 C 4 + A m 2 NPP m 2 C 4 + … + A mn NPP mn C 4 A m 1 + A m 2 + … + A mn A c 1 NPP c 1 C 4 + A c 2 NPP c 2 C 4 + … + A cn NPP cn C 4 A c 1 + A c 2 + … + A cn (1).
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
Since the resulting ETA values are ratios of productivities of uncultivated land versus cultivated land, we find that the estimated extensive margins for both C4 and C3 crops are close to each other.
To show a real application, the obtained data set is used to generate a set of parameters which estimates extensive margins for 18 agroecological zones (AEZ) at a regional level (Additional file 1 provides the list of regions and their members).
According to the results, the gap in the extensive margin of OJT for the UK is 8.0 percentage points.
Science
The extensive margin of remitters is higher for permanent migrants, i.e., only 5percentt of temporary migrants declare to send remittances versus 24percentt among permanent residents.
Science
Panel B shows the extensive margin of the bribe.
Thus, this variable captures the extensive margin of OJT.5.
Science
The previous section discusses permanent layoffs or the extensive margin of employment.
In both models the covariate of interest is the extensive margin of OJT, (D^textit{OJT}).
Science
Expert writing Tips
Best practice
When using "extensive margin for", ensure it aligns with the economic or statistical context related to scope or participation. Clarify what is being measured at the "extensive margin" to avoid ambiguity.
Common error
Avoid using "extensive margin for" interchangeably with general terms like 'broad impact' or 'wide scope'. "Extensive margin" has a specific meaning in economics related to participation decisions (e.g., entering the labor force) rather than intensity.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "extensive margin for" functions as a prepositional phrase that often modifies a noun, specifying the boundary or scope of an activity, especially in economic contexts. It describes the range of possibilities for something to happen, in light of Ludwig AI.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Academia
0%
Ludwig's WRAP-UP
In summary, "extensive margin for" is a prepositional phrase primarily used within academic and scientific contexts, especially in economics. It denotes the participation boundary of an activity or market rather than the intensity of that participation. Ludwig AI analysis indicates the phrase is grammatically correct, but relatively rare, and is often misunderstood or used interchangeably with more general terms like "broad impact". To use the phrase effectively, ensure it aligns with the economic or statistical concept and clarifies what specifically is being measured at the participation boundary. Remember its specific meaning as defined by Ludwig.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
broad scope regarding
Focuses on the breadth of influence rather than specifically the economic concept of an extensive margin.
wider reach in terms of
Emphasizes a greater scope or influence, differing from the economic connotation of "extensive margin".
expanded coverage concerning
Highlights a broader area being addressed, losing the direct link to economic factors.
larger impact on
Shifts the focus to the degree of influence rather than the boundary or limit.
greater applicability to
Concentrates on the range of situations where something can be applied, differing from the "extensive margin" concept.
comprehensive view about
Indicates a complete perspective, differing from a boundary or limit on something.
inclusive approach toward
Stresses inclusiveness rather than a demarcation or limit.
global perspective considering
Highlights a worldwide view, losing the specific economic nuance.
overall effect regarding
Shifts from scope to the general outcome.
general relevance for
Focuses on how pertinent something is, not necessarily its extent.
FAQs
What does "extensive margin for" mean in economics?
In economics, "extensive margin for" typically refers to decisions about whether to participate in a market or activity, rather than how much to participate (which is the intensive margin). For example, in labor economics, it refers to the decision to work or not.
How can I use "extensive margin for" in a sentence?
You might say, "The study examined the "extensive margin for" labor supply, focusing on factors that influence individuals' decisions to enter the workforce."
What's the difference between "intensive margin" and "extensive margin"?
The "intensive margin" refers to the amount or intensity of participation, while the "extensive margin" refers to the decision to participate at all. For instance, the intensive margin of labor supply is how many hours someone works, while the extensive margin is whether they work at all.
Are there any alternatives to "extensive margin for" that I can use?
While "extensive margin for" is fairly specific, you could use alternatives like "participation boundary", "scope regarding", or "reach in terms of" depending on the specific context and the nuance you wish to convey. However, be aware that these alternatives may not precisely capture the economic meaning.
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
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested