Intermediate and advanced topics in multilevel logistic regression analysis

PC Austin, J Merlo - Statistics in medicine, 2017 - Wiley Online Library
Multilevel data occur frequently in health services, population and public health, and
epidemiologic research. In such research, binary outcomes are common. Multilevel logistic …

An original stepwise multilevel logistic regression analysis of discriminatory accuracy: the case of neighbourhoods and health

J Merlo, P Wagner, N Ghith, G Leckie - PloS one, 2016 - journals.plos.org
Background and Aim Many multilevel logistic regression analyses of “neighbourhood and
health” focus on interpreting measures of associations (eg, odds ratio, OR). In contrast …

The median hazard ratio: a useful measure of variance and general contextual effects in multilevel survival analysis

PC Austin, P Wagner, J Merlo - Statistics in Medicine, 2017 - Wiley Online Library
Multilevel data occurs frequently in many research areas like health services research and
epidemiology. A suitable way to analyze such data is through the use of multilevel …

[HTML][HTML] A simple multilevel approach for analysing geographical inequalities in public health reports: the case of municipality differences in obesity

J Merlo, P Wagner, G Leckie - Health & place, 2019 - Elsevier
The epidemiological analysis of geographical inequalities in individual outcomes is a
fundamental theme in public health research. However, many traditional studies focus on …

[HTML][HTML] The tyranny of the averages and the indiscriminate use of risk factors in public health: the case of coronary heart disease

J Merlo, S Mulinari, M Wemrell, SV Subramanian… - SSM-population …, 2017 - Elsevier
Modern medicine is overwhelmed by a plethora of both established risk factors and novel
biomarkers for diseases. The majority of this information is expressed by probabilistic …

The impact of neighbourhood deprivation on adolescent violent criminality and substance misuse: a longitudinal, quasi-experimental study of the total Swedish …

A Sariaslan, N Långström, B D'Onofrio… - International journal …, 2013 - academic.oup.com
Background A number of studies suggest associations between neighbourhood
characteristics and criminality during adolescence and young adulthood. However, the …

[HTML][HTML] Intersectionality and risk for ischemic heart disease in Sweden: Categorical and anti-categorical approaches

M Wemrell, S Mulinari, J Merlo - Social Science & Medicine, 2017 - Elsevier
Intersectionality theory can contribute to epidemiology and public health by furthering
understanding of power dynamics driving production of health disparities, and increasing …

Invited commentary: multilevel analysis of individual heterogeneity—a fundamental critique of the current probabilistic risk factor epidemiology

J Merlo - American journal of epidemiology, 2014 - academic.oup.com
In this issue of the Journal, Dundas et al.(Am J Epidemiol. 2014; 180 (2): 197–207) apply a
hitherto infrequent multilevel analytical approach: multiple membership multiple …

Early-life school, neighborhood, and family influences on adult health: a multilevel cross-classified analysis of the Aberdeen children of the 1950s study

R Dundas, AH Leyland… - American journal of …, 2014 - academic.oup.com
Lifetime exposures to adverse social environments influence adult health, as do exposures
in early life. It is usual to examine the influences of school on teenage health and of adult …

Physical and social environmental factors related to co-occurrence of unhealthy lifestyle behaviors

C Ortiz, T López-Cuadrado, C Rodríguez-Blázquez… - Health & Place, 2022 - Elsevier
Previous work identifying determinants of co-occurrence of behavioral risk factors have
focused on their association with individuals' characteristics with scant attention paid to their …