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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

bottom-up approach

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "bottom-up approach" is correct and usable in written English. You can use it in contexts related to decision-making, project management, or problem-solving where input is gathered from lower levels to inform higher-level decisions. For example, "The team adopted a bottom-up approach to gather insights from all employees before finalizing the strategy." Alternative expressions include "grassroots approach" and "participatory approach."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

A bottom-up approach, if you will.

He said: "It's the bottom-up approach.

News & Media

The Guardian

An engineering bottom-up approach was developed.

There has been some resistance to this bottom-up approach.

The M.R.S.A. hospital work takes a similar bottom-up approach.

News & Media

The New York Times

"I'm not sure the bottom-up approach will do it".

This "bottom-up" approach is also informative, it turns out.

News & Media

The New York Times

Researchers create a bottom-up approach to electric grids.

This is a market-based, bottom-up approach.

News & Media

The Guardian

This bottom-up approach provides adaptive, scalable, and robust systems.

Show more...

Human-verified similar examples from authoritative sources

Similar Expressions

1 human-written examples

It's a bottom up approach to a huge potential market.

News & Media

TechCrunch

Expert writing Tips

Best practice

When advocating for a "bottom-up approach", clearly define the specific levels or groups from which input will be gathered and how that input will be integrated into the final decision-making process. This ensures transparency and fosters a sense of ownership among participants.

Common error

Avoid assuming that a "bottom-up approach" eliminates the need for leadership or strategic direction. While it emphasizes grassroots input, effective implementation still requires coordination, resource allocation, and oversight from higher levels to ensure alignment with overall goals and objectives.

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

4.6/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "bottom-up approach" functions as a noun phrase, often used as a subject or object in a sentence. As Ludwig AI highlights, it describes a method where initiatives and decisions originate from the lower levels of a system, not imposed from above.

Expression frequency: Very common

Frequent in

Science

33%

News & Media

33%

Formal & Business

17%

Less common in

Academia

17%

Ludwig's WRAP-UP

The phrase "bottom-up approach" is a commonly used and grammatically correct noun phrase that signifies a methodology where initiatives and decisions originate from the lower levels of a system or organization. As Ludwig AI confirms, it finds frequent application across diverse contexts, including science, news media, formal business settings, and academia. Alternative phrases, such as "grassroots approach" and "participatory approach", offer nuanced ways to convey similar concepts. When employing a "bottom-up approach", it's essential to clearly define the levels of input and ensure effective integration while maintaining leadership oversight. The widespread usage and consistent application of this phrase underscore its importance in contemporary discourse.

FAQs

What does "bottom-up approach" mean?

A "bottom-up approach" signifies a method where decision-making and initiative originate from lower levels of an organization or system, rather than being imposed from the top down. It emphasizes the importance of input and participation from individuals at all levels.

How can I effectively implement a "bottom-up approach" in my team?

To implement a "bottom-up approach", foster open communication channels, encourage diverse perspectives, empower team members to contribute ideas, and establish clear processes for evaluating and integrating their input into the decision-making process. This also involve an "iterative development" process.

When is it appropriate to use a "bottom-up approach" versus a top-down approach?

A "bottom-up approach" is suitable when leveraging collective knowledge and fostering innovation, while a top-down approach is more appropriate for situations requiring quick decisions, centralized control, or standardized processes. Many situations benefit from integrating both approaches for a balanced strategy.

What are some advantages of using a "bottom-up approach"?

Advantages of a "bottom-up approach" include increased employee engagement, improved problem-solving through diverse perspectives, enhanced innovation, and greater adaptability to changing circumstances. It fosters "self-organizing system" by empowering people and allowing them to make their own decisions.

ChatGPT power + Grammarly precisionChatGPT power + Grammarly precision
ChatGPT + Grammarly

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.

Source & Trust

84%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Most frequent sentences: