Multilevel analysis in public health research.

By Ana V. Diez-Roux. Annual Review of Public Health, 2000

1,259 citations recorded by the source corpus.

Subfields: Health, Sociology and Political Science, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/5b051d3c6a870d488ef7c7e228ed4b1c6eb4657d

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Citations in the corpus

Social capital and health in European welfare regimes: a multilevel approach (2007, methodology): “The fact that individual outcomes may be influenced by social contexts and not merely by individual characteristics and behaviours is a key notion in the social sciences (Diez-Roux, 2000).”
Socioeconomic status and health: the potential role of environmental risk exposure. (2002, neutral): “, region, neighborhood, home, work, school) in relation to income, class, or ethnicity (31).”
Race/ethnicity, gender, and monitoring socioeconomic gradients in health: a comparison of area-based socioeconomic measures--the public health disparities geocoding project. (2003, methodology): “A second concern pertains to “ecologic fallacy,” which occurs when both the dependent and independent variables are group-level data and confounding is introduced through the grouping process.(69,76) This type of aggregation bias, however, is not germane to the method of appending ABSMs to individua”
Are neighbourhood characteristics associated with depressive symptoms? A review of evidence (2008, positive): “This interest has been spurred by theoretical discussions of the ecologic determinants of health(6) 7 as well as by the growing popularity and availability of multilevel analysis,(8) a statistical technique that has been used to assess the relation between neighbourhood context and health after cont”
Behavioral science at the crossroads in public health: extending horizons, envisioning the future. (2006, background): “…biosocial model (Eaton, 2001), biopsychosocial model (Anderson & Armstead, 1995; Levi, 1997), ecosocial theory (Krieger, 2001), eco-epidemiology (Susser, 1998; Susser & Susser, 1996), epigenesis theory (Koopman, 1996; Koopman & Weed, 1990), and multilevel science (Anderson, 1998; Diez-Roux, 2000).”
A brief conceptual tutorial of multilevel analysis in social epidemiology: linking the statistical concept of clustering to the idea of contextual phenomenon (2005, positive): “14 These three related seminal conceptions are contextual in their nature, and support the idea that knowledge on the distribution and determinants of population health is epistemologically multilevel 15 and needs to consider both people and areas.”
The built environment and obesity. (2007, background): “Since people can be conceptualized as nested within their groups or communities, multilevel modeling techniques take into consideration the nesting or hierarchical structure of these data (69).”
Understanding and representing 'place' in health research: a relational approach. (2007, background): “…in geography, sociology and epidemiology and researchers within each of these disciplines have . since made significant contributions to the development of knowledge in this field (see also Curtis & Rees-Jones, 1998; Diez-Roux, 1998, 2000; Macintyre, Ellaway, & Cummins, 2002 for further reviews).”
Invited Commentary: Places, People, and Health (2002, positive): “Although research on neighborhood effects has become methodologically sophisticated in accounting for nested sources of variability (26, 27), little work has been done on the development and use of analytic techniques that may be more appropriate to elucidating the complex causal relations likely to”
Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression. (2005, neutral): “, neighborhood) and individual health (1, 2).”