Understanding China through Big Data: Applications of Theory-oriented Quantitative Approaches Yunsong Chen

Understanding China through Big Data: Applications of Theory-oriented Quantitative Approaches Yunsong Chen – Ebook Instant Download/Delivery ISBN(s): 9780367758257,9780367758264,9781003164166,0367758253,0367758261,1003164161, 9781000412352, 1000412350

Product details:

• ISBN 10: 1000412350
• ISBN 13: 9781000412352
• Author: Yunsong Chen

Chen, He and Yan present a range of applications of multiple-source big data to core areas of contemporary sociology, demonstrating how a theory-guided approach to macrosociology can help to understand social change in China, especially where traditional approaches are limited by constrained and biased data. In each chapter of the book, the authors highlight an application of theory-guided macrosociology that has the potential to reinvigorate an ambitious, open-minded and bold approach to sociological research. These include social stratification, social networks, medical care, and online behaviours among many others. This research approach focuses on macro-level social process and phenomena by using quantitative models to statistically test for associations and causalities suggested by a clearly hypothesised social theory. By deploying theory-oriented macrosociology where it can best assure macro-level robustness and reliability, big data applications can be more relevant to and guided by social theory. An essential read for sociologists with an interest in quantitative and macro-scale research methods, which also provides fascinating insights into Chinese society as a demonstration of the utility of its methodology.

Table contents:

PART I Introduction
1 Bringing big data to quantitative macrosociology
PART II Mapping public discourse and social stratification
2 Social stratification as a public discourse in China, 1949–2008
3 Public concerns about class immobility and economic inequality
4 Self-perceived social mobility and class solidification
5 Stratified nostalgia for the Chinese revolutions
PART III Portraying social transformations and cultural practice
6 The international visibility of Chinese cities in modern times
7 The cultural determinant of foreign direct investment
8 The effect of cultural familiarity on inbound tourism
9 Coauthor networks in China’s humanities and social sciences
PART IV Revealing public health and community wellness
10 Evaluating effect of PM2.5 exposure on suicidal ideation
11 Forecasting trends in prevalence and incidence of HIV/AIDS
12 Profiling the vaping epidemic and public favorites on e-cigarettes
13 Measuring public concerns in LGBT issues

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