approach of data collection

USAGE SUMMARY

The phrase "approach of data collection" is correct and usable in written English.
It can be used when discussing methods or strategies for gathering data in research or analysis. Example: "The approach of data collection we adopted for this study involved both qualitative and quantitative methods to ensure comprehensive results."

✓ Grammatically correct

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

The study used quantitative approach of data collection and has been analyzed using descriptive and inferential analysis.

Procedia - Social and Behavioral Sciences

Preference elicitation techniques can be applied within a qualitative approach of data collection through different forms of interviews and quantitative data collection via standardized self-reported questionnaires.

Health Economics Review

The approach of data collection as well as the amount of data and dispersion of data series can last a significant impact on creating such joint probability distribution using copulas.

Journal of Hydrology

This approach of data collection appears not to have been used in other similar studies.

BMC Musculoskeletal Disorders

This study uses a three level approach of data collection: the system, practice and patient.

BMC Family Practice

The pilot test showed that the building-specific approach of data collection was challenging to staff members but without alternative.

BMC Health Services Research

Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

To fill this gap, the current study involved both qualitative and quantitative methodological approaches of data collection.

BMC International Health and Human Rights

Second, validation on the level of individual transmission events is still lacking for both survey- and sensor-based approaches of data collection.

BMC Infectious Diseases

Institutional capacities in LMICs are highly variable and call for a flexible approach regarding methods of data collection and their analysis.

BMC Medical Ethics

Similarly, approaches that integrate modes of data collection within a study or synthesise data collected by varying modes across studies are only addressed in passing.

BMC Health Services Research

Also the OECD, WHO and Eurostat institutions have different approach to the process of data collection.

Health Economics Review

Expert writing Tips

Best practice

When describing your research, clearly specify the "approach of data collection" you used, including whether it was qualitative, quantitative, or mixed methods.

Common error

Avoid vague descriptions of your data collection approach. Instead of saying "we used a standard approach", provide specific details about the methods and instruments employed.

Linguistic Context

The phrase "approach of data collection" functions as a noun phrase, typically serving as the subject or object of a sentence or clause. It refers to the overall strategy or methodology employed to gather data for a study or analysis, as confirmed by Ludwig examples.

Expression frequency: Common

Frequent in

Science

80%

Formal & Business

20%

News & Media

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "approach of data collection" is a grammatically sound and frequently used term, particularly in scientific and formal contexts. According to Ludwig AI, this noun phrase is used to define the overall strategy employed in data gathering. While alternatives like "data collection method" or "data gathering strategy" exist, "approach of data collection" effectively communicates the broader framework guiding the research. When using this phrase, ensure clarity and specificity to avoid vagueness and enhance the validity of your research. Its high frequency in scientific literature underscores its importance in academic and professional discourse.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data collection method

Focuses on the specific method used rather than the overall approach.

data gathering strategy

Emphasizes a planned strategy for collecting data.

data acquisition technique

Highlights the technical aspects of acquiring data.

data collection process

Focuses on the steps and procedures involved in data collection.

methodology for data collection

Refers to the overall framework and principles guiding data collection.

system of data collection

Implies a structured and organized way of collecting data.

means of collecting data

Highlights the specific tools and resources used for data collection.

procedure for data gathering

Focuses on the specific steps followed when gathering data.

protocol for data acquisition

Emphasizes a detailed and standardized set of rules for data acquisition.

framework for data collection

Implies a conceptual structure that guides data collection activities.

FAQs

What are common examples of an "approach of data collection"?

Common examples include surveys, interviews, experiments, and observations. The specific approach depends on the research question and available resources.

How does the "approach of data collection" influence the validity of research findings?

The chosen approach directly impacts the type and quality of data collected. A well-suited approach enhances validity, while a poorly chosen one can introduce bias and limit generalizability.

What's the difference between "approach of data collection" and "method of data collection"?

While closely related, the "approach of data collection" refers to the overall strategy or framework, while the "method of data collection" refers to the specific techniques and tools used within that framework.

What factors should I consider when selecting an "approach of data collection"?

Consider your research question, available resources, ethical considerations, and the desired level of detail. It is also important to consider the validity and reliability of different approaches.