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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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data collection timing

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "data collection timing" is correct and usable in written English.
It can be used when discussing the schedule or period during which data is gathered for research or analysis purposes. Example: "The data collection timing for this study will take place over the next three months to ensure comprehensive results."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

One bias may be due to the data collection timing, leading to a big data effect featuring early adopters more than mainstream companies.

We suggest that future audits on complications of abortions include prospective data collection, timing of events and contraceptive counselling.

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Data collection time varied across cities, due to differences in timing for human subjects approvals, logistics, and speed of sampling.

Main data collection included: timing of diagnosis of severe sepsis/septic shock and treatment with PMX-HP; hemodynamic status; septic organ function impairment; outcome at 28 days, ICU and hospital discharge.

There are a number of well known challenges, for example, to PRO data collection, appropriate timing of assessment, adequate statistical analysis and outcome interpretation [ 9, 10].

First, the retrospective nature and the non-uniformity in data collection (different timings for acquisition of the late H/M ratio, ranging from 2 to 7 h after tracer injection, with different dosages of MIBG, different gamma cameras, and different collimators) should be acknowledged.

Data are displayed as (mean, standard deviation) for clinical and laboratory parameters and as (median, interquartile rank) for data on sample collection timing and the immune mediators levels.

Table 1 summarises data collection methods and timing.

Science

BMJ Open

These can include issues of time and timing; data collection processes; changing the topic guide over time; recruitment considerations; retention of staff; issues around confidentiality; effects of project on staff and patients, and analyzing data within and across time.

A variety of commercial and business districts were chosen and the timing of data collection coincided with the times when the streets would be busy but not so crowded that it would not be possible to collect data.

Several additional issues arose during data collection due to the timing of the interviews.

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Expert writing Tips

Best practice

When planning research, clearly define the "data collection timing" to minimize bias and ensure data accuracy. Consider seasonal variations or specific events that might influence the data.

Common error

Avoid assuming that "data collection timing" is irrelevant. Failing to account for temporal dependencies can lead to skewed results and inaccurate conclusions. Analyze your data collection timing carefully.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "data collection timing" functions primarily as a noun phrase, often acting as a subject or object in a sentence. It refers to the specific point or period in time when data is gathered. As per Ludwig AI, it is considered correct English.

Expression frequency: Very common

Frequent in

Science

95%

News & Media

3%

Formal & Business

2%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "data collection timing" is a grammatically correct and frequently used term, particularly in scientific and formal contexts, as confirmed by Ludwig. It refers to the schedule or period during which data is gathered. Understanding and carefully planning the "data collection timing" is crucial for ensuring data accuracy and minimizing bias in research. Related phrases include "timeframe for data gathering" and "schedule for data acquisition". When using this phrase, be mindful of temporal effects and aim for clear, specific communication to avoid ambiguity.

FAQs

How does "data collection timing" affect research outcomes?

The "data collection timing" can significantly influence research results due to factors like seasonal changes, specific events, or participant availability. Strategically planning the data collection timing is essential to minimize bias and obtain accurate, representative data.

What are some alternatives to "data collection timing"?

You can use alternatives like "timeframe for data gathering", "schedule for data acquisition", or "period of data collection" depending on the context.

Why is it important to consider the "data collection timing" in longitudinal studies?

In longitudinal studies, the "data collection timing" is critical because it allows researchers to track changes over time. Consistent and well-planned timing helps ensure accurate and comparable data, revealing trends and patterns that would otherwise be missed.

What factors should I consider when determining the "data collection timing"?

When determining the "data collection timing", consider factors such as the study's objectives, the nature of the data, potential biases (e.g., seasonal effects), participant availability, and resource constraints. A well-thought-out plan ensures data quality and relevance.

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Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: