Q1(c) · UPSC Civil Services Mains 2017 · Sociology GS 1 · 10 marks · 1 min read

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Illustrate with example the significance of variable in sociology research

Topic: Sociology as Science. Syllabus: Sociology as Science: Science, scientific method and critique; Major theoretical strands of research methodology; Positivism and its critique; Fact value and objectivity; Non-positivist methodologies. Same official PYQ from year-wise 2017 and Sociology as Science.

Revision summary

A variable is a concept with more than one comparable value. It states relations and forces operational definition. Durkheim’s suicide rates illustrate theoretically named variables. Census and NFHS work variables can hide unpaid care if poorly coded. Blumer’s warning is part of the significance, not a footnote.

Model answer

Copper italics in this answer — like this — are the key facts. Each one is unpacked in the Facts & figures rail.

Introduction

A variable is a concept that takes more than one value and can be compared across cases. Without named variables, research is a pile of stories. With poorly named ones, it is a pile of numbers that do not answer the question.

Body

Why the variable matters

  • It turns a vague interest, such as “integration”, into something that can vary: church membership, marital status, or urban density in Durkheim’s suicide study.
  • Independent and dependent variables state a claimed relation. Controls guard against a third factor.
  • Operational definition ties the name to an indicator, so another researcher can repeat or dispute the measure.

Illustrations

  • Durkheim treated suicide rate as the dependent variable and integration or regulation as independent. The significance was theoretical, not a love of tables.
  • In Indian files, female work as a Census or NFHS variable changes meaning if unpaid care is excluded. The variable decides what inequality is seen.
  • Max Weber’s ideal type is not a variable, but it guides which contrasts, such as inner-worldly asceticism, become measurable later.

Caution

  • Herbert Blumer warned that variable analysis can freeze meanings actors still negotiate. Significance includes knowing that limit.

Flow diagram

flowchart TD
  C[Concept] --> V[Variable values]
  V --> IND[Indicator coding]
  IND --> REL[Relation test]
  BL[Blumer meaning] --> LIM[Limit of grids]

Conclusion

The variable is significant because it makes comparison and test possible. Durkheim’s rates and Census work-status show the gain. The gain is lost if coding hides unpaid labour or living meaning.

Quick related

Students also ask

  • What is 'value-free sociology'? Clarify

    Next question on this syllabus topic (2016 · Q1(b)). View answer →

  • Are qualitative studies free of variables?

    They may not quantify them. They still contrast types, which is a qualitative analogue of variation.

  • Is more variables always better?

    No. Extra controls without theory produce noise. Significance is theoretical naming.

Same topic · past papers

UPSC has asked this before

These previous-year questions sit on the same topic. Open one to practise the earlier ask.

  1. 2025 · Q1(c) · Sociology GS 1 · 10 marks

    What is a variable in social research? What are their different types? Elaborate.

    View answer →

  2. 2017 · Q1(d) · Sociology GS 1 · 10 marks

    Critically analyse Talcott Parsons conception of pattern variable'

    View answer →

  3. 2026 · Q5(a) · Sociology GS 1 · 10 marks

    The major challenge for sociology researchers is to analyze social reality objectively. Critically analyze.

    View answer →

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Q7(a) · UPSC Mains 2026 · Sociology GS 1 · 20 marks · Solution

Compare and critically assess 'the grounded theory' with 'theory-driven research method' in sociology

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• Grounded theory uses inductive emergence and constant comparison to build concepts directly from raw data without prior hypotheses. • Theory-driven research uses deductive verification, starting with established frameworks to test specific hypotheses against empirical reality. • Grounded methodology relies on iterative coding (open, axial, selective) happening simultaneously with ongoing data collection. • Theory-driven methodology requires strict operational definitions, variable isolation, and standardized protocols before field deployment. • Grounded theory excels at generating thick, micro-level context and thick descriptions, but struggles with macro-level generalizability. • Theory-driven research risks forcing complex social realities into rigid conceptual boxes, while grounded approaches risk subjective bias. • Contemporary sociology increasingly uses a pragmatic synthesis, leveraging grounded insights to refine broader macro-theoretical frameworks.

Q5(d) · UPSC Mains 2025 · Sociology GS 1 · 10 marks · Solution

How does Weber's Verstehen address the objectivity-subjectivity debate in sociology?

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Verstehen is interpretative understanding of meaningful social action. Ideal types help compare cases without pretending to be full copies of reality. Value relevance selects topics; value freedom forbids twisting evidence to preach. This rejects naive positivist objectivity as a view from nowhere. It also rejects the idea that interpretation is only the scholar’s private feeling. Actors’ meanings remain checkable through comparison, documents and consequences.

Q2(c) · UPSC Mains 2025 · Sociology GS 1 · 10 marks · Solution

What do you mean by reliability? Discuss the importance of reliability in social science research.

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Reliability is the consistency of a measure across time, items and raters. It differs from validity, which asks whether the right concept is being measured. Types include test–retest, split-half or alpha, and inter-coder agreement. Durkheimian rates and modern surveys both depend on stable classification. Qualitative work still needs transparent, repeatable coding. Without reliability, comparison, replication and policy use of data collapse.

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