Multilevel modelling and public health policy (original) (raw)

Multi-level modelling in health research: A caution and rejoinder on temporally mismatched data

Michael Buzzelli

Social Science & Medicine, 2006

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Under examination: Multilevel models, geography and health research

Kelvyn Jones

Progress in Human Geography, 2015

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Area-based studies and the evaluation of multilevel influences on health outcomes

Graham Moon, Kelvyn Jones

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Multilevel Modelling of the Geographical Distributions of Diseases

Alastair H Leyland

Journal of the Royal Statistical Society: Series C (Applied Statistics), 1999

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Hierarchical Related Regression for Combining Aggregate and Individual Data in Studies of Socio-Economic Disease Risk Factors

Sylvia Richardson

Journal of the Royal Statistical Society Series A: Statistics in Society, 2007

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Influential Cases in Multilevel Modeling: A Methodological Comment

Ben Pelzer

American Sociological Review, 2010

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Using Multilevel Models to Model Heterogeneity: Potential and Pitfalls

Kelvyn Jones

Geographical Analysis, 2010

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Local Modelling Techniques for Assessing Micro-Level Impacts of Risk Factors in Complex Data: Understanding Health and Socioeconomic Inequalities in Childhood Educational Attainments

Shang-Ming Zhou, Sinead Brophy

PLoS ONE, 2014

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Multilevel Modeling: A Review of Methodological Issues and Applications

Kristine Hogarty, Robert Dedrick

Review of Educational Research, 2009

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Hierarchical Data Modeling in the Social Sciences

David Draper

Journal of Educational and Behavioral Statistics, 1995

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Multilevel analysis in health services research: a tutorial

Unni Krogstad

Annali dell'Istituto superiore di sanita

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A multilevel model for cardiovascular disease prevalence in the US and its application to micro area prevalence estimates

Peter Congdon

International Journal of Health Geographics, 2009

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Methodology and Epistemology of Multilevel Analysis. Approaches from Different Social Sciences

Daniel Courgeau

Population (French Edition), 2003

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Who you live with and where you live: setting the context for health using multiple membership multilevel models

Mel Bartley

Journal of Epidemiology & Community Health, 2005

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Modelling the impact of socioeconomic structure on spatial health outcomes

Peter Congdon

Computational Statistics & Data Analysis, 2009

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MultiLevel Models for Geographical Research

Kelvyn Jones

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Context, composition and heterogeneity: Using multilevel models in health research

Kelvyn Jones, Graham Moon

Social Science & Medicine, 1998

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Empirical Strategies for Various Manifestations of Multilevel Data

Robert J Franzese

Political Analysis, 2005

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Introduction to Multi-Level Modeling

Ding-Geng Chen

Statistical Regression Modeling with R, 2021

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Multilevel and Clustering Analysis of Health Outcomes in Small Areas

Peter Congdon

European Journal of Population-revue Europeenne De Demographie, 1997

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Parsimony vs. Complexity: A Comparison of Two-Level, Three-Level, and Cross- Classified Models Using Add Health and AHAA Data

Corina Owens

2015

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Multilevel Regression and Poststratification for Small-Area Estimation of Population Health Outcomes: A Case Study of Chronic Obstructive Pulmonary Disease Prevalence Using the Behavioral Risk Factor Surveillance System

Valeria Glorioso

American Journal of Epidemiology, 2014

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Applications of Multilevel Models in Demography: What Have We Learned

Nick Parr

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Some Estimation Methods and Their Assessment in Multilevel Models: A Review

Yahia S . El-Horbaty

Biostatistics and Biometrics Open Access Journal, 2018

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Multilevel modeling using DHS Surveys: A framework to approximate level-weights

Ruilin Ren

2020

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Compositional and contextual approaches to the study of health behaviour and outcomes: using multi-level modelling to evaluate Wilkinson's income inequality hypothesis

Kelvyn Jones

Health & place, 2009

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Choice of units of analysis and modeling strategies in multilevel hierarchical models

Ariel Abad

Computational Statistics & Data Analysis, 2004

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Modelling Context and Heterogeneity: Applying Multilevel Models

Kelvyn Jones

Research Strategies in the Social Sciences, 1998

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A brief conceptual tutorial of multilevel analysis in social epidemiology: linking the statistical concept of clustering to the idea of contextual phenomenon

Anders Beckman

Journal of Epidemiology & Community Health, 2005

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Review of Multilevel and Longitudinal Modeling Using Stata, Second Edition, by Sophia Rabe-Hesketh and Anders Skrondal

Nicholas Horton

2008

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Multilevel Modeling for Economists: Why, When and How

Anna Shirokanova

Social Science Research Network, 2020

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