The importance of data generation for research

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pappu9268
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Joined: Wed Dec 04, 2024 4:34 am

The importance of data generation for research

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Many researchers have taken on the task of analyzing the importance of generating data that helps provide solutions to the problems they are experiencing through obtaining information by traditional methods.

Much of the focus so far has been on what is generated through social media or various types of technology that today are an increasingly rich, complex and massive source of data.

These new data sources could lead to a major shift in the way individuals view the data collected and are therefore in the interest of all those interested in collecting and analyzing that data.

Who compiles data?
Quantitative data about people has been collected for millennia. But with technological advances and the identification of new purposes, the last 100 years have seen a significant increase in the amount of data produced and collected, for example, data on consumer patterns and other market research, probability surveys, etc.

There are three important factors: 1) the data is a commodity sri lanka phone number collected, used, or traded by third parties; 2) there are usually no direct benefits to the individuals about whom the data is collected; and 3) the organizations interested in the data collect, store, and analyze it.

All of this is not to say that throughout history individuals have not collected information about themselves. Individuals have collected qualitative data in the form of diaries and biographies. And, they have collected some quantitative data, but this generally tends to satisfy a third party.

But now, in addition to all the data that others compile about them, new technologies such as wearable technologies (sensors) and IoT devices allow people to voluntarily produce and compile massive amounts of data about themselves and doing so can have a direct benefit to them. (Involuntary data collection through connected devices is already taking place – for example, internet-connected devices are used for geo-targeting advertising.)

Who owns or controls the generation of data?
Data is collected in a variety of ways. Census data is collected periodically (intervals vary by nation) through mandatory government data collection. Surveys generally operate under a voluntary participation requirement, although there are exceptions.

Much of the consumer data collected now is done in a hidden or discreet manner. Examples include browser cookies that collect information about the websites we visit, search engines that collect information about people's Internet searches, email providers that analyze email messages, and applications that use geodata to market products and services to potential customers. How to analyze research data?

It seems that the public is becoming more aware and concerned about the extent of this data collection. There have been attempts to limit data collection, with proponents of efforts like this tending to cite concerns about burden and privacy.

The exponential growth of data collected both voluntarily and involuntarily may prompt similar (perhaps successful) attempts to change government and corporate policies to give individuals more control over their data.

In fact, market researchers are already beginning to respond to that interest among consumers by offering consumers access to their browsing history, social media activity, and the transactions they make online.
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