The influence of geographic life environments on cardiometabolic risk factors: a systematic review, a methodological assessment and a research agenda

C Leal, B Chaix - Obesity reviews, 2011 - Wiley Online Library
Recent environmental changes play a role in the dramatic increase in the prevalence of
cardiometabolic risk factors (CMRFs) such as obesity, hypertension, type 2 diabetes …

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 …

Prevalence and factors associated with anemia in women of reproductive age across low-and middle-income countries based on national data

AZ Alem, F Efendi, L McKenna, EB Felipe-Dimog… - Scientific Reports, 2023 - nature.com
Anemia is a global threat among women of reproductive age (WRA), or 15–49 years old
women, both in developed and develo** countries. Prevalence of anemia in WRA is …

Multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA) within an intersectional framework

J Merlo - Social science & medicine, 2018 - Elsevier
Abstract Background Analyzing Body Mass Index as a didactical example, the study by
Evans, Williams, Onnela, and Subramanian (EWOS study) introduce a novel methodology …

A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual …

J Merlo, B Chaix, H Ohlsson, A Beckman… - … of Epidemiology & …, 2006 - jech.bmj.com
Study objective: In social epidemiology, it is easy to compute and interpret measures of
variation in multilevel linear regression, but technical difficulties exist in the case of logistic …

Nested by design: model fitting and interpretation in a mixed model era

H Schielzeth, S Nakagawa - Methods in Ecology and Evolution, 2013 - Wiley Online Library
Nested data structures are ubiquitous in the study of ecology and evolution, and such
structures need to be modelled appropriately. Mixed‐effects models offer a powerful …

Open defecation practice and its determinants among households in sub-Saharan Africa: pooled prevalence and multilevel analysis of 33 sub-Saharan Africa …

DG Belay, MH Asratie, FM Aragaw, NT Tsega… - Tropical Medicine and …, 2022 - Springer
Background Open defecation facilitates the transmission of pathogens that cause diarrheal
diseases, which is the second leading contributor to the global burden of disease. It also …

Timely initiation of antenatal care and its associated factors among pregnant women in sub-Saharan Africa: A multicountry analysis of Demographic and Health …

AZ Alem, Y Yeshaw, AM Liyew, GA Tesema… - PloS one, 2022 - journals.plos.org
Background Timely initiation of antenatal care (ANC) is an important component of ANC
services that improve the health of the mother and the newborn. Mothers who begin …