integration of data collection

USAGE SUMMARY

The phrase "integration of data collection" is correct and usable in written English.
You can use it when discussing the process of combining various methods or systems for gathering data into a cohesive framework. Example: "The integration of data collection from multiple sources has improved the accuracy of our research findings."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

The provisioning of context-aware services also depends on the seamless integration of data collection, processing and dissemination systems whose challenges we have discussed in the earlier sections.

Journal of Cloud Computing

Key steps to the successful integration of data collection within our exemplar service have been the development of user-friendly software (which is an ongoing process) and embedding the use of the tools into the everyday clinical decision making.

Disability and Rehabilitation

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

However, as noted previously under the integration findings, at the time of data collection, there was a need to harmonize efforts further to avoid redundancies in training, both between preservice education and in-service training and within in-service training courses.

Global health, science and practice

These issues are further exacerbated by a weak health information system hampered by poor coordination and integration between different data sources, duplication of data collection efforts, ill-defined division of reporting responsibilities and very little reporting from the private sector which represents half of the total service delivery [ 4, 72].

Globalization and Health

Reflecting on the aims of my mixed methods doctoral study, one of the purposes of data collection, analysis and integration was to determine how services can be improved who provide care for women who have sustained SPT.

BMC Women's Health

A review of the principles of data collection for clinical research covers issues of automation, data validity and the integration of research data collection with clinical care.

Clinical and Translational Science Principles of Human Research

This digitized approach increased the efficiency of data collection by eliminating the need for human interviewers, and also allowed the integration of other types of data (paper and mobile data), which increased the platform's diagnostic capacity dramatically.

Journal of International Humanitarian Action

Multiple methods of data collection were adopted.

The Journal of Academic Librarianship

The period of data collection was Sept 2010 April 201111.

Chemistry Central Journal

There were two rounds of data collection.

Applied Water Science

Science recognizes multiple methods of data collection.

Huffington Post

Expert writing Tips

Best practice

When writing about combining various data collection processes, clearly define the specific methods being integrated and the benefits of this integration.

Common error

Avoid using the phrase "integration of data collection" without specifying which data collection methods are being combined, as this can make your writing vague and less informative.

Linguistic Context

The phrase "integration of data collection" functions as a noun phrase, typically serving as the subject or object of a sentence. As Ludwig suggests, it describes the process of combining different methods of data collection.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "integration of data collection" is a grammatically correct noun phrase that describes the process of combining various data collection methods. While Ludwig confirms its validity, its frequency is uncommon, primarily appearing in scientific and technical contexts. Effective use requires specifying the methods being integrated to avoid vagueness. Alternatives include "data collection consolidation" and "data collection unification". When using "integration of data collection", ensure clarity by defining the integrated methods and the resulting benefits. Its formal register makes it best suited for academic, scientific, or professional writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data collection consolidation

Focuses on the act of consolidating rather than integrating.

data collection unification

Emphasizes the act of unifying different data collection methods.

harmonization of data gathering

Highlights the process of making data gathering methods consistent.

data collection synthesis

Focuses on combining data into a coherent whole.

unified data acquisition

Focuses on acquiring data in a unified manner.

data aggregation

Implies a simpler gathering of data without necessarily integrating methods.

data collection alignment

Focuses on aligning the methods of data collection.

data merging techniques

Emphasizes the techniques used to merge data.

systematic data collation

Implies a systematic approach to collating data.

combined data sourcing

Highlights combining different sources for data.

FAQs

How can I effectively use "integration of data collection" in a sentence?

Use "integration of data collection" when you want to highlight the process of combining different data collection methods to improve accuracy, efficiency, or insights. For instance, "The "integration of data collection" from various departments streamlined our reporting process".

What phrases are similar to "integration of data collection"?

Similar phrases include "data collection consolidation", "data collection unification", or "harmonization of data gathering", each emphasizing a slightly different aspect of combining data collection efforts.

Is it better to say "integration of data collection" or "integrating data collection"?

Both "integration of data collection" and "integrating data collection" are grammatically correct, but "integration of data collection" functions as a noun phrase, while "integrating data collection" functions as a gerund phrase that acts as a noun or adjective. Choose the phrasing that best fits the grammatical structure of your sentence.

What does "integration of data collection" mean in the context of research?

In research, "integration of data collection" refers to the process of combining data from multiple sources or methods (such as surveys, experiments, and observations) into a unified dataset for analysis. This can provide a more comprehensive understanding of the research topic.