Both qualitative and quantitative research are concerned with

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UGC NET Paper 1: Held on 1 Oct 2022 Shift 2
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  1. Data reduction
  2. Artificial settings
  3. Uniformity of data
  4. Social fantasy

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Option 1 : Data reduction
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UGC NET Paper 1: Held on 21st August 2024 Shift 1
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Concept:

  • Quantitative methods systematically measure variables and test hypotheses.
    • Quantitative research deals with numbers and statistics.
  • Qualitative methods explore concepts and experiences in more detail
    • ​Qualitative research deals with words and meanings.

Key Points

  • Analysis of qualitative data is the process of systematically organizing the information collected from the field.
  • In a study typically following a qualitative approach, data analysis is a fixed stage/step, and the data analysis techniques are more or less decided in advance.
  • Whereas in a qualitative study, deciding about the data analysis strategies is very crucial and depends upon the thinking and creativity of the researcher.
  • Once the data analysis strategy is decided, the next task to be done involves three concurrent flows of activity - data reduction, data display, and drawing conclusion and verification.

Data Reduction:

  • The first step in analyzing qualitative and quantitative data involves data reduction.
  • Data reduction means summarizing, choosing the basic things, focusing on important things, look for themes and patterns.
  • Data reduction is the transformation of numerical or alphabetical digital information derived empirically or experimentally into a corrected, ordered, and simplified form.

Thus, we can say that both qualitative and quantitative research is concerned with data reduction.

Additional Information

  • Data uniformity  For the data to be of any use during analysis, all the measurements must be uniform, i.e. all in kilograms or all in pounds.
  • Science fiction is concerned less with technology /space opera and more with speculation about society.
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