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Advancing Stratification Research by Measuring Non-declarative Cultural Capital: A National Population-Based Study Combining IAT and Survey Data

American Sociological Review 2024 89(4), 735-760
Cultural capital is a central concept in stratification research. Crucial to the Bourdieusian habitus, upper strata familiarity with the dominant culture is assumed to be ingrained via socialization, allowing its members to smoothly navigate educational institutions and higher segments of the labor market. Although cultural capital is deemed partially implicit, such “non-declarative” or “embodied” cultural capital has largely escaped empirical scrutiny; arguments about its importance are typically post hoc interpretations of associations between measures of declarative cultural capital (survey items on elite cultural consumption) and variables of interest. To advance stratification research, we developed tools to empirically capture non-declarative cultural capital: Implicit Association Tests (IATs) measuring (1) positive association and (2) self-identification with elite culture, embedded in a survey fielded among a high-quality panel representative of the Dutch population ( n = 2,436). We find our IATs validly measure non-declarative cultural capital. As expected, scores are only weakly coupled with declarative cultural capital, and associated with (parental) socioeconomic position. Using these IATs liberates non-declarative cultural capital from its deus ex machina status and answers the black-box critique of the Bourdieusian habitus as an explanation for socially stratified patterns across a range of fields.

Understanding Patterns and Trends in Income Mobility through Multiverse Analysis

American Sociological Review 2023 88(4), 600-626
Rising inequalities in rich countries have led to concerns that the economic ladder is getting harder to climb. Yet, research on trends in intergenerational income mobility finds conflicting results. To better understand this variation, we adopt a multiverse approach that estimates trends over 82,944 different definitions of income mobility, varying how and for whom income is measured. Our analysis draws on comprehensive register data for Swedish cohorts born 1958 to 1977 and their parents. We find that income mobility has declined, but for reasons neglected by previous research: improved gender equality in the labor market raises intergenerational persistence in women’s earnings and the household incomes of both men and women. Dominant theories that focus on childhood investments have blinded researchers to this development. Methodologically, we show how multiverse analysis can be used with abduction—inference to the best explanation—to improve theory-building in social science.

How New Ideas Diffuse in Science

American Sociological Review 2023 88(3), 522-561
What conditions enable novel intellectual contributions to diffuse and become integrated into later scientific work? Prior work tends to focus on whole cultural products, such as patents and articles, and emphasizes external social factors as important. This article focuses on concepts as reflections of ideas, and we identify the combined influence that social factors and internal intellectual structures have on ideational diffusion. To develop this perspective, we use computational techniques to identify nearly 60,000 new ideas introduced over two decades (1993 to 2016) in the Web of Science and follow their diffusion across 38 million later publications. We find new ideas diffuse more widely when they socially and intellectually resonate. New ideas become core concepts of science when they reach expansive networks of unrelated authors, achieve consistent intellectual usage, are associated with other prominent ideas, and fit with extant research traditions. These ecological conditions play an increasingly decisive role later in an idea’s career, after their relations with the environment are established. This work advances the systematic study of scientific ideas by moving beyond products to focus on the content of ideas themselves and applies a relational perspective that takes seriously the contingency of their success.

“Everyone Thinks They’re Special”: How Schools Teach Children Their Social Station

American Sociological Review 2023 88(3), 493-521
Sociologists have identified many ways that childhood inequalities promote social reproduction. These inequalities are not always explicitly linked to what children are taught about their position and direction in the world, what I term their social station. Extant case studies find that social station socialization has meritocratic underpinnings (e.g., elite boarding schoolers are taught they are the “best of the best”). But societal changes, including increased emphasis on identity in educational institutions’ and employers’ evaluative practices, raise the prospect of similar changes in childhood socialization. I conducted three years of observations in two racially diverse elementary schools—one upper-middle class, the other working class—supplemented by interviews with 101 students, teachers, and parents. Students were taught markedly different lessons about their social station, but neither school predicated this on meritocratic achievement narratives. Overall, children at the upper-middle-class school were taught to see themselves as always-already special because of their internal qualities. Children at the working-class school were taught to see themselves as conditionally good if they adhered to external rules. Variations were visible for Asian American girls at the upper-middle-class school and poor students and Black students at the working-class school. I discuss the importance of school socialization and the implications of discrimination, identity rhetoric, and individualism for social reproduction.

Change in Personal Culture over the Life Course

American Sociological Review 2023 88(2), 220-251
Prior literature finds stability in personal culture, such as attitudes and values, in individuals’ life courses using short-running panel data. This work has concluded that lasting change in personal culture is rare after formative early years. This conclusion conflicts with a growing body of evidence for changes in personal culture after significant life course transitions, drawing on long-running panel data. To integrate these conflicting findings, the current study develops and applies a life course adaption model of personal culture, accounting for early imprinting and the continued possibility for change. Drawing on rich data from six long-running panel studies from five countries (BHPS, HILDA, PSID, SHP, SOEP, UKHLS) and 428 measures of personal culture, I test the theoretical expectations using mixed-effects modeling and an individual participant data meta-analysis. Results support the life course adaption model. Although lasting, non-transitory, within-individual changes in personal culture are relatively small compared to stable between-individual differences, I find strong support for the proposition that individuals change persistently in their personal culture as they move through the life course. These changes are partly dependent on prior biographical experiences. Finally, personal culture fluctuates substantially from year to year. Change in personal culture is increasingly varied for younger birth cohorts.

State Categories, Bureaucracies of Displacement, and Possibilities from the Margins

American Sociological Review 2023 88(1), 1-23
In this presidential address, I argue for the importance of state-created categories and classification systems that determine eligibility for tangible and intangible resources. Through classification systems based on rules and regulations that reflect powerful interests and ideologies, bureaucracies maintain entrenched inequality systems that include, exclude, and neglect. I propose adopting a critical perspective when using formalized categories in our work, which would acknowledge the constructed nature of those categories, their naturalization through everyday practices, and their misalignments with lived experiences. This lens can reveal the systemic structures that engender both enduring patterns of inequality and state classification systems, and reframe questions about the people the state sorts into the categories we use. I end with a brief discussion of the benefits that can accrue from expanding our theoretical repertoires by including knowledge produced in the Global South.

Racial Inequality in Work Environments

American Sociological Review 2023 88(2), 252-283
This article explores racial stratification in work environments. Inequality scholars have long identified racial disparities in wage and occupational attainment, but workers’ careers and well-being are also shaped by elements of their work environment, including firm culture, managerial style, and work-life balance. I theorize two processes that could lead to racial inequality in firms’ work environments: (1) employee sorting due to exclusionary practices, and (2) spillover from racial differences in occupation and geographic location. To test this, I gathered a unique firm-level dataset composed of one million employee reviews, covering most large and medium-sized firms in the United States. I show that firms with more Black employees score lower for managerial quality, firm culture, and work-life balance, and firms with more Asian employees score higher on these dimensions. However, Asian employees’ advantage disappears when controlling for occupation, industry, and geography, whereas Black employees’ disadvantage persists, suggesting that the process of firm-level employee sorting is at work. Consistent with this, I find that Black employees’ disadvantage is strongest in areas with more conservative racial attitudes and more prevalent workplace racial discrimination. I then replicated the main findings using two entirely different data sources. Together, these results underscore racial inequality in work environments, an overlooked but important dimension of workplace inequality.

Guns versus Climate: How Militarization Amplifies the Effect of Economic Growth on Carbon Emissions

American Sociological Review 2023 88(3), 418-453
Building on cornerstone traditions in historical sociology, as well as work in environmental sociology and political-economic sociology, we theorize and investigate with moderation analysis how and why national militaries shape the effect of economic growth on carbon pollution. Militaries exert a substantial influence on the production and consumption patterns of economies, and the environmental demands required to support their evolving infrastructure. As far-reaching and distinct characteristics of contemporary militarization, we suggest that both the size and capital intensiveness of the world’s militaries enlarge the effect of economic growth on nations’ carbon emissions. In particular, we posit that each increases the extent to which the other amplifies the effect of economic growth on carbon pollution. To test our arguments, we estimate longitudinal models of emissions for 106 nations from 1990 to 2016. Across various model specifications, robustness checks, a range of sensitivity analyses, and counterfactual analysis, the findings consistently support our propositions. Beyond advancing the environment and economic growth literature in sociology, this study makes significant contributions to sociological research on climate change and the climate crisis, and it underscores the importance of considering the military in scholarship across the discipline.

What Types of Novelty Are Most Disruptive?

American Sociological Review 2023 88(3), 562-597
Novelty and impact are key characteristics of the scientific enterprise. Classic theories of scientific change distinguish among different types of novelty and emphasize how a new idea interacts with previous work and influences future flows of knowledge. However, even recently developed measures of novelty remain unidimensional, and continued reliance on citation counts captures only the amount, but not the nature, of scientific impact. To better align theoretical and empirical work, we attend to different types of novelty (new results, new theories, and new methods) and whether a scientific offering has a consolidating form of influence (bringing renewed attention to foundational ideas) or a disruptive one (prompting subsequent scholars to overlook them). By integrating data from the Web of Science (to measure the nature of influence) with essays written by authors of Citation Classics (to measure novelty type), and by joining computational text analysis with statistical analyses, we demonstrate clear and robust patterns between type of novelty and the nature of scientific influence. As expected, new methods tend to be more disruptive, whereas new theories tend to be less disruptive. Surprisingly, new results do not have a robust effect on the nature of scientific influence.

Operationalizing Legitimacy

American Sociological Review 2022 87(3), 478-503
Legitimacy is widely invoked as a condition, cause, and outcome of other social phenomena, yet measuring legitimacy is a persistent challenge. In this article, I synthesize existing approaches to conceptualizing legitimacy across the social sciences to identify widely agreed upon definitional properties. I then build on these points of consensus to develop a generalizable approach to operationalization. Legitimacy implies specific relationships among three empirical elements: an object of legitimacy, an audience that confers legitimacy, and a relationship between the two. Together, these empirical elements constitute a dyad (i.e., a single unit consisting of two nodes and a tie). I identify three necessary conditions for legitimacy— expectations, assent, and conformity—that specify how elements of the dyad interact. I detail how these conditions can be used to empirically establish legitimacy (and illegitimacy), distinguishing it from dissimilar phenomena that often appear similar empirically. Followed to its logical conclusion, this operationalization has novel implications for understanding the effects of legitimacy. I discuss these implications, and how they inform debates over the relevance of legitimacy as an explanation for socially significant outcomes.