Exploring Social Processes
Statistical Methods for Sociological Research
Seiten
2025
|
1st ed. 2024
Springer Verlag, Singapore
978-981-13-0730-0 (ISBN)
Springer Verlag, Singapore
978-981-13-0730-0 (ISBN)
- Noch nicht erschienen - erscheint am 28.04.2025
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This book advocates an exploratory approach to survey data analysis, rather than confirmatory approaches, which many other textbooks explicitly or implicitly recommend.
Most survey data, especially attitudinal data, might not be suitable for causal analysis. Descriptive analyses of survey data will, however, expand our understanding of the social mechanisms in which people’s attitudes and beliefs mediate institutional settings and their actions. Thus, we should pursue an exploratory approach when studying social processes in terms of survey data analysis. In this approach, hypothesis tests, significance tests, or statistical modeling should be used in a way that serves to continually expand on and refine our theoretical hypotheses on social mechanisms.
This book presents essential tools for this approach. It summarizes key statistical methods including multidimensional scaling, latent class analysis, loglinear analysis, and multilevel analysis. It also highlights representative analyses concerning sociological and social psychological topics, such as the relationship between life satisfaction and social status, configuration of attitudes toward child-rearing, moral judgment in developmental processes, gender role attitudes through different life stages, and subjective social position in the era of globalization.
Most survey data, especially attitudinal data, might not be suitable for causal analysis. Descriptive analyses of survey data will, however, expand our understanding of the social mechanisms in which people’s attitudes and beliefs mediate institutional settings and their actions. Thus, we should pursue an exploratory approach when studying social processes in terms of survey data analysis. In this approach, hypothesis tests, significance tests, or statistical modeling should be used in a way that serves to continually expand on and refine our theoretical hypotheses on social mechanisms.
This book presents essential tools for this approach. It summarizes key statistical methods including multidimensional scaling, latent class analysis, loglinear analysis, and multilevel analysis. It also highlights representative analyses concerning sociological and social psychological topics, such as the relationship between life satisfaction and social status, configuration of attitudes toward child-rearing, moral judgment in developmental processes, gender role attitudes through different life stages, and subjective social position in the era of globalization.
Kunihiro Kimura, Tohoku University,
1. Introduction: Statistics and Sociological Research.- 2. Social Structure, Attitudes, and Behaviors.- 3. Social Status and Attitudes.- 4. Configuration of Attitudes.- 5. Latent Structure of Attitudes.- 6. Social Status, Life Stages, and Attitudes.- 7. Institutional Settings, Social Status, and Attitudes.- 8. Suggestions for Advanced Research.- Appendix A. Description of Datasets.- Appendix B. R for Statistical Analysis.
| Erscheint lt. Verlag | 28.4.2025 |
|---|---|
| Reihe/Serie | Behaviormetrics: Quantitative Approaches to Human Behavior ; 4 |
| Zusatzinfo | 70 Illustrations, black and white; X, 300 p. 70 illus. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Sozialwissenschaften ► Soziologie ► Empirische Sozialforschung |
| Sozialwissenschaften ► Soziologie ► Makrosoziologie | |
| ISBN-10 | 981-13-0730-X / 981130730X |
| ISBN-13 | 978-981-13-0730-0 / 9789811307300 |
| Zustand | Neuware |
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