Published in Annual Review of Sociology
Recent years have seen a growing sociological interest in meaning. In fact, some argue that sociology cannot confront its foundational questions without addressing meaning. Yet sociologists mean many things when they talk about meaning. We propose a practical approach that conceptualizes meaning as an instance of an actor interpreting a stimulus. R...
Published in Annual Review of Sociology
The extent and causes of trends and cross-national variation in social class and occupational status mobility have been major topics of sociological research for decades. This topic has acquired renewed salience as inequality in many industrialized countries has increased and as improvements in data and estimation methods have stimulated increased ...
Published in Annual Review of Sociology
Machine learning is a field at the intersection of statistics and computer science that uses algorithms to extract information and knowledge from data. Its applications increasingly find their way into economics, political science, and sociology. We offer a brief introduction to this vast toolbox and illustrate its current uses in the social scienc...
Published in Annual Review of Sociology
Age-period-cohort (APC) analysis has a long, controversial history in sociology and related fields. Despite the existence of hundreds, if not thousands, of articles and dozens of books, there is little agreement on how to adequately analyze APC data. This article begins with a brief overview of APC analysis, discussing how one can interpret APC eff...
Published in Annual Review of Sociology
This article reviews research on inequality and social stratification in China since the mid-1990s. Going beyond the theoretical framework of the market transition debate, research in the field has been advanced by paying more attention to the roles of the institutions of Chinese state socialism, such as the household registration (hukou) and urban...
Published in Annual Review of Sociology
The diversity induced by migration flows to Western societies has continued to generate scholarly attention, and a sizable new body of work on immigrant incorporation has been produced in the past ten years. We review recent work in the United States, the United Kingdom, France, Germany, Sweden, Norway, Belgium, the Netherlands and Spain. Despite d...
Published in Annual Review of Sociology
Although Bayes’ theorem has been around for more than 250 years, widespread application of the Bayesian approach only began in statistics in 1990. By 2000, Bayesian statistics had made considerable headway into social science, but even now its direct use is rare in articles in top sociology journals, perhaps because of a lack of knowledge about the...
Published in Annual Review of Sociology
Southeast and South Asia are home to one-third of the world's population. Their great economic and cultural diversity makes generalization about family patterns and trends hazardous. We review literature on trends in fertility, marriage, divorce, and living arrangements in the past half century. The explanations for these trends focus on structural...
Published in Annual Review of Sociology
For the past 80 years, social scientists have been linking historical censuses across time to study economic and geographic mobility. In recent decades, the quantity of historical census record linkage has exploded, owing largely to the advent of new machine-readable data created by genealogical organizations. Investigators are examining economic a...
Published in Annual Review of Sociology
Sexual violence reproduces inequalities of gender, race/ethnicity, class, age, sexuality, ability status, citizenship status, and nationality. Yet its study has been relegated to the margins of our discipline, with consequences for knowledge about the reproduction of social inequality. We begin with an overview of key insights about sexual viol...
