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Which one of the following methods is used by researchers for reducing 'biasness of scale' while compositing several indicators? 

Which one of the following methods is used by researchers for reducing 'biasness of scale' while compositing several indicators?  Correct Answer <span style="">dividing the values of indicators with their mean values</span>

Correct Answer: ​dividing the values of indicators with their mean values.

Researcher bias is a situation that can form when a researcher's perspective influences the results of a study claiming an objective point of view. It can develop during every step of a research process, including the initial planning stage, theory development, data collection, and analysis. When researcher bias occurs, a study's results can show a subjective point of view, which can affect how other professionals use its data to market products, create internal policies and engage with clients. Researchers can introduce bias into studies in varied ways, so they often use multiple tactics throughout the process to reduce this possibility.

Key Points

  • To reduce the possibility of a halo effect bias, describe one topic in an interview or survey before moving forward to the next. This strategy can give you more time to understand a responder's point of view, which can help you interpret the data with more objectivity and nuance. You can reflect on the different perspectives a responder might reveal, then use your reflections to create an outline for your note-taking process. It may be helpful to use this outline while devising your interpretations to supplement the simple data.
  • Examine assumptions about your hypothesis, which describes a testable assumption about a study's outcomes, to determine how you might show bias in your future analysis. Afterward, you can conduct research to clarify any additional information you require. For example, you may discover you assumed an aspect of the hypothesis is correct before conducting the research. To reduce the possibility of bias systematically, you can create some reflection protocols to share with your team so everyone can operate using the same values and resources.
  • Place topics into separate categories and divide the values of indicators by their mean values.
  • Summarize answers using the original context, Show responders the results, Share analytical duties with the team, and Review research with outside peers.
  • Create a thorough research plan and Evaluate your hypothesis.

Related Questions

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Based on the paragraph given below answer the following question: The traditional methods of combinational circuits involve simplification and realization using gates. Using these methods, complex functions have been integrated and are easily available in IC form. There is an attractive array of devices like a multiplexer, demultiplexer, decoders, comparators, parity generators/checkers, which significantly reduce IC package count there by reducing the system cost. The system design is greatly simplified because the laborious and time-consuming simplification methods are generally not required with these devices. This also improves the reliability of the system by reducing the number of external wired connections. But they have some limitations as well. Different memories like ROM, PROM can also be used to implement combinational circuits without much simplification. The minimum number of selection lines required for selecting one of the 16 inputs are:
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