scholarly journals What determines pupils’ travel distance to school in China? A multilevel analysis of educational access in Beijing

Urban Studies ◽  
2021 ◽  
pp. 004209802199622
Author(s):  
Lili Xiang ◽  
Myles Gould ◽  
John Stillwell
Keyword(s):  
Affordable Housing ◽  
Multilevel Modelling ◽  
Travel Distance ◽  
Migrant Children ◽  
Policy Implications ◽  
Housing Type ◽  
Individual Level ◽  
Contextual Variation ◽  
The Relationship ◽  
Modelling Approach

While access to school is one crucial aspect of education equality, there is a lack of research on factors that influence the distance that pupils travel to school. Previous studies have failed to reveal the relationship between pupils’ socio-spatial characteristics and travel distance. This paper uncovers the multilevel structure, ignored hitherto, that underpins the determinants of pupils’ travel distance. Using detailed travel survey data for Beijing and an appropriate multilevel modelling approach, this research reveals that contextual variation remains, having taken account of compositional (individual-level) variables; and that contextual factors, that is, school density and neighbourhood context, are more influential when compared with individual-level factors except for education stage and housing type. The policy implications include improved planning for schools in comparatively deprived areas, increased provision of affordable housing and enhanced education opportunities for migrant children.

scholarly journals Estimation of the Center Effect on Early Peritoneal Dialysis Failure: A Multilevel Modelling Approach

2016 ◽  
Vol 36 (5) ◽  
pp. 519-525 ◽  
Author(s):  
Sonia Guillouët ◽  
Ghislaine Veniez ◽  
Christian Verger ◽  
Clémence Béchade ◽  
Maxence Ficheux ◽  
...  
Keyword(s):  
Peritoneal Dialysis ◽  
Random Effect ◽  
Multilevel Modelling ◽  
French Language ◽  
Significant Heterogeneity ◽  
Individual Level ◽  
Center Effect ◽  
The Individual ◽  
Observation Period ◽  
Modelling Approach

IntroductionThis study was carried out to investigate the center effect on the risk of peritoneal dialysis (PD) failure within the first 6 months of therapy using a multilevel approach.MethodsThis was a retrospective cohort study based on data from the French Language Peritoneal Dialysis Registry. We analyzed 5,406 incident patients starting PD between January 2008 and December 2012 in 128 PD centers. The end of the observation period was December 31, 2013.ResultsOf the 5,406 patients, 415 stopped PD within the first 6 months. There was a significant heterogeneity between centers (variance of the random effect: 0.10). Only 3% of the variance of the event of interest was attributable to differences between centers. At the individual level, only treatment before PD (odds ratio [OR]: 1.93 for hemodialysis and OR: 2.29 for renal transplantation) and underlying nephropathy ( p < 0.01) were associated with early PD failure. At the center level, only center experience was associated (OR: 0.78) with the risk of PD failure. Center effect accounted for 52% of the disparities between centers.ConclusionCenter effect on early PD failure is significant. Center experience is associated with a lower risk of transfer to hemodialysis.

Exploring the Relationship Between Area Characteristics and Self-Harm

Crisis ◽  
2006 ◽  
Vol 27 (2) ◽  
pp. 88-91 ◽  
Author(s):  
Amy Johnston ◽  
Jayne Cooper ◽  
Navneet Kapur
Keyword(s):  
Public Health Problem ◽  
Multilevel Modelling ◽  
Major Public Health Problem ◽  
Ecological Studies ◽  
Descriptive Data ◽  
Individual Level ◽  
Self Harm ◽  
Multiple Levels ◽  
The Impact ◽  
The Relationship

Self-harm is strongly associated with later suicide and it is a major public health problem in its own right in many countries. There is a lack of evidence for effective individual level interventions following self-harm. Ecological studies examining the relationship between area characteristics and self-harm have yielded some interesting descriptive data but have had a number of limitations. Methodological and statistical developments in other fields of research may assist in building on findings to date. For example: The concept of social capital potentially provides a structure for examining sociocultural aspects of area; the use of more specific measures of locality will assist in studying area influences more fully; multilevel modelling may help to resolve the ecological fallacy through specifying variance attributable to factors at multiple levels simultaneously; areas in transition may provide natural conditions in which to investigate the impact of changing social environment. The potential utility of these new approaches is discussed with examples. Further investigation of the relationship between self-harm and area characteristics in a wide variety of settings may help to develop area-based interventions. Such interventions may have the potential to effect significant reductions in suicidal behavior.

scholarly journals Inequality and Crime across England: A Multilevel Modelling Approach

2011 ◽  
Vol 11 (1) ◽  
pp. 27-40 ◽  
Author(s):  
Adam Whitworth
Keyword(s):  
National Level ◽  
Multilevel Modelling ◽  
Social Outcomes ◽  
Economic Theories ◽  
The Subject ◽  
Crime Types ◽  
The Relationship ◽  
Modelling Approach ◽  
Economic Inequalities

The link between inequality and negative social outcomes has been the subject of much debate recently, brought into focus by the publication of The Spirit Level. This article uses multilevel modelling to explore the relationship between inequality and five crime types at sub-national level across England. Controlling for other factors, inequality is positively associated with higher levels of all five crime types and findings are robust to alternative inequality specifications. Findings support the sociological – but not economic – theories and highlight the importance of policies to tackle broader social and economic inequalities.

scholarly journals Is Religion Always an Authoritarian Pursuit? Individual and Contextual Moderators of the Relationship Between Authoritarianism and Religiosity

2020 ◽  
Author(s):  
Christopher Federico ◽  
Rafael Aguilera ◽  
Hui Bai
Keyword(s):  
Human Development ◽  
Religious Involvement ◽  
Cross Cultural ◽  
World Values Survey ◽  
Social Scientists ◽  
Individual Level ◽  
Contextual Variation ◽  
The World ◽  
The Relationship ◽  
Contextual Moderators

Social scientists have devoted much attention to explaining individual and contextual variation in religiosity. Among other things, research suggests that authoritarianism is reliably associated with greater religiosity, whereas education and human development are associated with less religiosity. In this study, we explore the possibility that the relationship between authoritarianism and various indices of religiosity may be stronger in the presence of greater educational attainment and living in a society with a higher level of human development, even though the latter two variables are often thought to reduce religiosity: Using two large cross-cultural datasets from the World Values Survey, we find evidence that authoritarianism is more strongly associated with religious involvement and practice among individuals at higher levels of education and individuals living in societies with higher level of human development. In doing so, we demonstrate that the connection between authoritarianism and religiosity is contingent on both individual-level and societal moderators.

Social Exclusion as a State-Level Predictor of Changes in Collateral Sanctions

2017 ◽  
Vol 43 (2) ◽  
pp. 236-251 ◽  
Author(s):  
Mark Plassmeyer ◽  
Shannon Sliva
Keyword(s):  
Social Exclusion ◽  
Affordable Housing ◽  
State Level ◽  
The United States ◽  
Policy Implications ◽  
Fiscal Health ◽  
Political Conservatism ◽  
The Relationship ◽  
Over Time ◽  
Collateral Sanctions

Collateral sanctions are civil penalties or disabilities imposed upon people who are arrested, charged, or convicted of a crime. Little research is available concerning state-level predictors of these policies in the United States. Current research suggests that racial threat and political conservatism are associated with harsher sanctions or more restrictions in the realms of employment, housing, social benefits, and other categories. Using state report cards from the Legal Action Center, this study builds on existing knowledge by testing the relationship between state-level variables consistent with a social exclusion framework and collateral sanctions policies while also testing the relationship between social exclusion and changes in these policies over time. Results indicate that higher levels of social exclusion, measured by affordable housing scarcity, public benefit usage, and state fiscal health, may play a role in the adoption of state collateral sanction policies over time. In contrast to previous research, results offer mixed evidence regarding the relationship between the racial makeup of the state and the adoption of collateral sanctions policies. Policy implications are discussed.

Neighborhood Context, Street Efficacy, and Fear of Violent Victimization

2016 ◽  
Vol 15 (2) ◽  
pp. 119-137 ◽  
Author(s):  
Yue Yuan ◽  
Beidi Dong ◽  
Chris Melde
Keyword(s):  
Self Efficacy ◽  
Fear Of Crime ◽  
Social Cognitive ◽  
Neighborhood Context ◽  
Policy Implications ◽  
Future Research ◽  
Logistic Regression Models ◽  
Individual Level ◽  
The Relationship ◽  
Neighborhood Level

Drawing on Bandura’s self-efficacy theory, the current study investigates the relationship between individuals’ perceived self-efficacy of avoiding unsafe situations and fear of violence in a neighborhood context. Specifically, it is hypothesized that adolescents who report higher levels of street efficacy are less likely to exhibit fear of violence than adolescents who report lower levels of street efficacy. Using panel data from the Project on Human Development in Chicago Neighborhoods, the authors estimate a series of multilevel ordinal logistic regression models to explain the relationship between street efficacy and fear of violence controlling for both individual-level and neighborhood-level covariates. The results confirm the hypothesis that adolescents’ prior street efficacy is negatively associated with subsequent fear of violence. The current study suggests that a social cognitive perspective should be incorporated into the fear of crime literature. Policy implications of the findings are discussed, along with suggestions for future research.

Economic Inequality, Poverty, and Tolerance: Evidence from 22 Countries

2012 ◽  
Vol 11 (4) ◽  
pp. 594-619 ◽  
Author(s):  
Scott Milligan
Keyword(s):  
Multilevel Models ◽  
Economic Inequality ◽  
National Level ◽  
Policy Implications ◽  
World Values Survey ◽  
Economic Prosperity ◽  
Individual Level ◽  
New Finding ◽  
The Relationship ◽  
Poverty Levels

Abstract Using multilevel models fitted to data from the World Values Survey and national statistics for 22 countries, this paper explores the relationship between both economic inequality and poverty – both across and within nations – and ethnic and religious tolerance. Consistent with previous research, the results demonstrate a positive relationship between individual-level incomes and tolerance. The results also provide contextual modifications to aspects of Inglehart’s (1987) post-materialist thesis by showing that while tolerance is positively associated with national-level economic prosperity, the relationship is stronger for higher income earners than for those who earn less. Finally, the study also contributes an entirely new finding regarding the influence of poverty on tolerance. Specifically, tolerance tends to be highest in countries with low poverty levels. This finding holds for people throughout the income distribution. The paper concludes with a discussion of the policy implications of these findings.

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