Measuring algorithmically infused societies.

It has been the historic responsibility of the social sciences to investigate human societies. Fulfilling this responsibility requires social theories, measurement models and social data. Most existing theories and measurement models in the social sciences were not developed with the deep societal reach of algorithms in mind. The emergence of 'algorithmically infused societies'-societies whose very fabric is co-shaped by algorithmic and human behaviour-raises three key challenges: the insufficient quality of measurements, the complex consequences of (mis)measurements, and the limits of existing social theories. Here we argue that tackling these challenges requires new social theories that account for the impact of algorithmic systems on social realities. To develop such theories, we need new methodologies for integrating data and measurements into theory construction. Given the scale at which measurements can be applied, we believe measurement models should be trustworthy, auditable and just. To achieve this, the development of measurements should be transparent and participatory, and include mechanisms to ensure measurement quality and identify possible harms. We argue that computational social scientists should rethink what aspects of algorithmically infused societies should be measured, how they should be measured, and the consequences of doing so.

Exploring the use of routinely-available, retrospective data to study the association between malaria control scale-up and micro-economic outcomes in Zambia.

BACKGROUND: Country-level evidence on the impact of malaria control on micro-economic outcomes is vital for mobilizing domestic and donor resources for malaria control. Using routinely available survey data could facilitate this investigation in a cost-efficient way. METHODS: The authors used Malaria Indicator Surveys (MIS) and Living Conditions Monitoring Survey (LCMS) data from 2006 to 2010 for all 72 districts in Zambia to relate malaria control scale-up with household food spending (proxy for household well-being), educational attainment and agricultural production. The authors used two quasi-experimental designs: (1) a generalized propensity score for a continuous treatment variable (defined as coverage from owning insecticide-treated bed nets and/or receipt of indoor residual spraying); and, (2) a district fixed effects model to assess changes in the outcome relative to changes in treatment pre-post scale-up. The unit of analysis was at district level. The authors also conducted simulations post-analysis to assess statistical power. RESULTS: Micro-economic outcomes increased (33% increase in food spending) concurrently with malaria control coverage (62% increase) from 2006 to 2010. Despite using data from all 72 districts, both analytic methods yielded wide confidence intervals that do not conclusively link outcomes and malaria control coverage increases. The authors cannot rule out positive, null or negative effects. The upper bound estimates of the results show that if malaria control coverage increases from 60 to 70%, food spending could increase up to 14%, maize production could increase up to 57%, and years of schooling could increase up to 0.5 years. Simulations indicated that the generalized propensity score model did not have good statistical power. CONCLUSION: While it is technically possible to use routinely available survey data to relate malaria control scale-up and micro-economic outcomes, it is not clear from this analysis that meaningful results can be obtained when survey data are highly aggregated. Researchers in similar settings should assess the feasibility of disaggregating existing survey data. Additionally, large surveys, such as LCMS and MIS, could incorporate data on both malaria coverage and household expenditures, respectively.

Poverty, inequality, and increased consumption of high calorie food: Experimental evidence for a causal link.

Rising obesity represents a serious, global problem. It is now well established that obesity is associated with poverty and wealth inequality, suggesting that these factors may promote caloric intake. Whereas previous work has examined these links from an epidemiological perspective, the current paper examined them experimentally. In Study 1 we found that people experimentally induced to view themselves as poor (v. wealthy) exhibited increased calorie intake. In Study 2, participants who believed that they were poorer or wealthier than their interaction partners exhibited higher levels of anxiety compared to those in an equal partners condition; this anxiety in turn led to increased calorie consumption for people who had a strong need to belong. The findings provide causal evidence for the poverty-intake and inequality-intake links. Further, we identify social anxiety and a strong need to belong as important social psychological factors linking inequality to increased calorie intake.

Family policy and inequalities in health in different welfare states.

This article focuses on differences in health and welfare outcomes for families with children in three European countries, discussed in relation to national policies for child and family welfare. Data consist of policy documents and cross-national surveys. The document analysis was based on policy documents that described government policies. The statistical analyses utilize data from the European Social Survey. For the analyses in this article, a sub-sample of child families was selected from the countries Slovenia, Sweden, and the United Kingdom. Data showed that England's policy has mainly addressed socially disadvantaged groups and areas. Sweden and Slovenia are mainly developing universal policies. The United Kingdom has high scores for subjective general health, but a steep income gradient in the population. Parents in England experience the highest level of at-risk-of-poverty. Sweden generally scores well on health outcomes and on level of at-risk-of-poverty, and the gradient in self-rated general health is the mildest. Slovenia has the weakest economy, but low levels of inequality and low child at-risk-for-poverty scores. The Slovenian example suggests that not only the level of economic wealth, but also its distribution in the population, has bearings on health and life satisfaction, not least on the health of children.

[Social determinants and self-reported tuberculosis: National Research by Household Sample, metropolitan areas, Brazil]. / Determinantes sociais e autorrelato de tuberculose nas regiões metropolitanas conforme a Pesquisa Nacional por Amostra de Domicílios, Brasil.

OBJECTIVE: To verify the association between individual demographic and socioeconomic variables and the incidence of self-reported tuberculosis in Brazil. METHODS: This cross-sectional study used data from the health supplement of the 2008 National Research by Household Sample (PNAD) for Brazil's metropolitan areas. An analysis was done of the association between demographic, social, and health service use variables and the odds of having been diagnosed with tuberculosis, according to data from PNAD. Socioeconomic status was assessed based on per capita household income, educational attainment, race, and number of persons per bedroom. Having a place of reference for health care and having health insurance were used as proxy for access to health care, and having been to a doctor in the previous 12 months was used as a variable of health service use. Due to the complex sample design of PNAD, logistic regression was used, taking into account the design effect. RESULTS: The odds of being diagnosed with tuberculosis increased with age and were greater among men. Within the nine metropolitan areas, the effect of income was observed starting at half the minimum wage, with odds decreasing as income increased. Not having seen a doctor in the previous year and having finished high school reduced the odds of reporting tuberculosis by 60%. CONCLUSIONS: Improving the living conditions of vulnerable population segments and facilitating their access to diagnosis should be primary strategies for controlling tuberculosis.

Precarious employment, ill health, and lessons from history: the case of casual (temporary) dockworkers 1880-1945.

An international body of scientific research indicates that growth of job insecurity and precarious forms of employment over the past 35 years have had significant negative consequences for health and safety. Commonly overlooked in debates over the changing world of work is that widespread use of insecure and short-term work is not new, but represents a return to something resembling labor market arrangements found in rich countries in the 19th and early 20th centuries. Moreover, the adverse health effects of precarious employment were extensively documented in government inquiries and in health and medical journals. This article examines the case of a large group of casual dockworkers in Britain. It identifies the mechanisms by which precarious employment was seen to undermine workers and families' health and safety. The article also shows the British dockworker experience was not unique and there are important lessons to be drawn from history. First, historical evidence reinforces just how health-damaging precarious employment is and how these effects extend to the community, strengthening the case for social and economic policies that minimize precarious employment. Second, there are striking parallels between historical evidence and contemporary research that can inform future research on the health effects of precarious employment.

The new "new racism" thesis: limited government values and race-conscious policy attitudes.

Some contend that Whites' application of values to form opinions about race-conscious policy may constitute a subtle form of racism. Others challenge the new racism thesis, suggesting that racism and values are exclusive in their influence. Proponents of the thesis assert that many Whites' attitudes about such policy are structured by a mix of racism and American individualism. The author suggests that an even more subtle form of racism may exist. Racism may actually be expressed in opposition to big government. The test results presented here indicate that the effects of limited-government values on attitudes about race-conscious policy are conditional on levels of racial prejudice for many Whites, whereas the effects on racially ambiguous social welfare policy attitudes are not. The author contends that these results provide support to the argument that racism still exists and has found a new subtle expression.

Building a regional health equity movement: the grantmaking model of a local health department.

The Boston Public Health Commission's Center for Health Equity and Social Justice provides grant funding, training, and technical assistance to 15 organizations and coalitions across New England to develop, implement, and evaluate community-based policy and systems change strategies that address social determinants of health and reduce racial and ethnic health inequities. This article describes Boston Public Health Commission's health equity framework, theory of change regarding the elimination of racial and ethnic health inequities, and current grantmaking model. To conclude, the authors evaluate the grant model and offer lessons learned from providing multiyear regional grants to promote health equity.

Religion and suicide acceptability: a cross-national analysis.

Four perspectives (moral community thesis, religious integration, religious commitment, and social networks) guide the selection of variables in this study. Data are from the combined World Values/European Values Surveys for 2000 (50,547 individuals nested in 56 nations). The results of a multivariate hierarchical linear model support all four perspectives. Persons residing in nations with relatively high levels of religiosity, who are affiliated with one of four major faiths, are religiously committed, and are engaged with a religious network are found to be lower in suicide acceptability. The religious integration perspective, in particular, is empirically supported; affiliation with Islam is associated with low suicide acceptability. The findings provide strong support for an integrated model and demonstrate the usefulness of the moral community thesis in understanding suicide acceptability.

Human smuggling in Austria: a comparative analysis of data on smuggled migrants from former Yugoslavia and the Russian Federation.

This article provides a summary of the author's research on human smuggling in Austria comparing migrants from Former Yugoslavia and the Russian Federation. The project's primary intent was to collect more detailed information on migrants seeking asylum in Austria and their use of smuggling services to leave their home countries, including detailed information on demographics, force or threat of force by smugglers, routes and methods of transportation, costs of smuggling, payment methods, and deeper perceptual questions regarding the flight. Another central premise of the article discusses how current distinctions between human smuggling and human trafficking are arbitrary in many regards.

Exposure to international migration and its effect on childbearing in Turkey.

International migration alters social norms, family structures, and population development in sending regions. Each of these factors affects fertility, making the impact of international migration on childbearing an increasingly important area of study. In many sending regions, the Demographic and Health Surveys (DHS) provide a promising, but underutilized, source of data for understanding the relationship between international migration and childbearing. Using the household and individual questionnaires in the 2003 Turkish DHS, we develop a multi-layered approach for measuring international migration. We then use these measures to examine differences in childbearing among women in migrant and non-migrant households, assessing the effects of migrant selection and migration-related roles and attitudes on the number of children born. After adjusting for selection characteristics, we find return female migrants and migrant wives are not significantly different from women in non-migrant households; role and attitude differences have only modest impacts on the association between women's exposure to migration and childbearing.

Creating egalitarian families among the adult children of Turkish- and Polish-origin immigrants in Sweden.

This article analyzes the factors shaping egalitarian family relationships among those with two Swedish-born parents and those with at least one parent born in Poland or Turkey. We ask: (1) What factors affect sharing domestic tasks and do they also shape the division of child care responsibilities? (2) Do these effects differ, depending on the extent of exposure to Swedish life? We analyze data from a longitudinal survey conducted between 1999 and 2003. Holding egalitarian work­family attitudes affects actual sharing of housework, but much more for those growing up in more socially integrated than in less integrated families.

Partner selection and divorce in ethnic minorities: distinguishing between two types of ethnic homogamous marriages.

This article compares divorce risks according to marriage type. The common dichotomy between ethnic homogamous and ethnic heterogamous marriages is further elaborated by differentiating a third marriage type; ethnic homogamous marriages between individuals from an ethnic minority group and a partner from the country of origin. Based on the analysis of data concerning the Turkish and Moroccan minorities in Belgium, it has been confirmed that the divorce risk associated with these marriages is higher than that of other ethnic homogamous marriages. However, specific divorce patterns according to marriage type also indicate the importance of differences between the minority groups.

Cultural dissimilarity and intermarriage. a longitudinal study of immigrants in Sweden, 1990­2005.

Intermarriage with natives is a key indicator of immigrant integration. This article studies intermarriage for 138 immigrant groups in Sweden, using longitudinal individual level data. It shows great variation in marriage patterns across immigrant populations, ranging from over 70 percent endogamy in some immigrants groups to below 5 percent in other groups. Although part of this variation is explained by human capital and the structure of the marriage market, cultural factors (values, religion, and language) play an important role as well. Immigrants from culturally more dissimilar countries are less likely to intermarry with natives, and instead more prone to endogamy.

Work and empowerment: women and agriculture in South India.

This article explores the implications of women's work in agriculture in Telangana, a region in the state of Andhra Pradesh, India. I suggest that higher capital costs for cultivators' post-liberalisation increased the pressure to contain wage costs in a region where women form the majority of the agricultural wage labour force. Under such conditions, when women perform both own-cultivation as well as agricultural wage work in the fields of others, they face pressure to restrict bargaining for higher wages, contributing to a widening gender wage gap. To the extent that wages shape intra-household bargaining power, the empowering effect of workforce participation for such women would thus be blunted. From available NSS data I provide some preliminary evidence in support of this argument.

Queering Taiwan: in search of nationalism's other.

This article deals with the formation of Taiwan's homosexual cultural politics in the 1990s, the impact and implications of which are yet to be examined within the larger context of Taiwan's cultural and political development and ethnic relationships. It is argued that the rise of this cultural politics is both a reflection and a source of a growing sense of identity crisis on the island. By examining the configurations of "queer" in various discursive domains, this interdisciplinary study seeks to delineate the cross-referencing ideological network of this cultural movement and its entanglement with the complexity of Taiwan's nationalism. At the same time, to the extent that this movement tends to present itself as a radical politics from a privileged epistemological and cultural standpoint, this claimed radicalism is also scrutinized for its problematics and ironies.

Symptoms of another life: time, possibility, and domestic relations in Chile's credit economy.

In this article, I explore the synergy and disjunctures of the consumer credit system and care for the mentally ill and addicted in the lifeworlds of the urban poor in Santiago, Chile. In Chile, the expansion of the credit system has had a double-edged effect on the poor. Although it produces perpetual indebtedness, it also is a resource amid unstable labor. Following an extended family over several years, this article examines how women take up credit through a wider field of domestic relations and institutions to care for kin with mental illness and addiction within the home. Such gestures of care enact a temporality of waiting, allowing different, but unpredictable, aspects of others to emerge. Through longitudinal ethnographic research with this family, I demonstrate both how possibility is actualized within the home as symptoms of illness and forms of domestic violence, and how a wider network of dependencies­from neighbors to lending institutions­shapes the temporality of relations within the home. Such a study of care in relation to the credit economy may offer other analytic perspectives on discourses of individualism, consumerism, and cost-effectiveness accompanying the expansion of consumer credit as they are absorbed into the everyday.

Making time for the children: self-temporalization and the cultivation of the antisuicidal subject in south India.

This article examines suicide prevention among children in India's "suicide capital" of Kerala to interrogate the ways temporalization practices inform the cultivation of ethical, life-avowing subjects in late capitalism. As economic liberalization and migration expand consumer aspiration in Kerala, mental health experts link the quickening of material gratification in middle-class parenting to the production of insatiable, maladjusted, and impulsively suicidal children. Experiences of accelerated time through consumption in "modern" Kerala parenting practice reflect ideas about the threats of globalization that are informed both by national economic shifts and by nostalgia for the state's communist and developmentalist histories, suggesting that late capitalism's time­space compression is not a universalist phenomenon so much as one that is unevenly experienced through regionally specific renderings of the past. I demonstrate how experts position the Malayali child as uniquely vulnerable to the fatal dangers of immediate gratification, and thus exhort parents to retemporalize children through didactic games built around the deferral of desires for everyday consumer items. Teaching children how to wait as a pleasurable and explicitly antisuicidal way of being reveals anxieties, contestations, and contradictions concerning what ought to constitute "quality" investment in children as temporal subjects of late capitalism. The article concludes by bringing efforts to save elite lives into conversation with suicide prevention among migrants to draw out the ways distinct vulnerabilities and conditions of precarity situate waiting subjects in radically different ways against the prospect of self-destruction.

Surveillance as cultural practice.

This special section of The Sociological Quarterly explores research on "surveillance as cultural practice," which indicates an orientation to surveillance that views it as embedded within, brought about by, and generative of social practices in specific cultural contexts. Such an approach is more likely to include elements of popular culture, media, art, and narrative; it is also more likely to try to comprehend people's engagement with surveillance on their own terms, stressing the production of emic over etic forms of knowledge. This introduction sketches some key developments in this area and discusses their implications for the field of "surveillance studies" as a whole.

Public policy and aboriginal peoples in Canada: taking a life-course perspective.

The health and social conditions of First Nations, Inuit, and Métis peoples in Canada remain important policy concerns. The life course has been proposed by some as a framework for analysis that could assist in the development of policies that would improve the economic and social inclusion of Aboriginal peoples. In this paper we support the goal of applying a life-course perspective to policies related to Aboriginal peoples but suggest that the framework needs to consider the unique relationship between Aboriginal peoples and public policies. We provide some illustrations using data from the 2001 Aboriginal Peoples Survey.