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Realist explanatory theory building method for social epidemiology: a protocol for a mixed method multilevel study of neighbourhood context and postnatal depression

机译:社会流行病学的现实主义解释理论构建方法:邻域背景和产后抑郁症混合方法多层次研究的方案

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摘要

A recent criticism of social epidemiological studies, and multi-level studies in particular has been a paucity of theory. We will present here the protocol for a study that aims to build a theory of the social epidemiology of maternal depression. We use a critical realist approach which is trans-disciplinary, encompassing both quantitative and qualitative traditions, and that assumes both ontological and hierarchical stratification of reality. We describe a critical realist Explanatory Theory Building Method comprising of an: 1) emergent phase, 2) construction phase, and 3) confirmatory phase. A concurrent triangulated mixed method multilevel cross-sectional study design is described. The Emergent Phase uses: interviews, focus groups, exploratory data analysis, exploratory factor analysis, regression, and multilevel Bayesian spatial data analysis to detect and describe phenomena. Abductive and retroductive reasoning will be applied to: categorical principal component analysis, exploratory factor analysis, regression, coding of concepts and categories, constant comparative analysis, drawing of conceptual networks, and situational analysis to generate theoretical concepts. The Theory Construction Phase will include: 1) defining stratified levels; 2) analytic resolution; 3) abductive reasoning; 4) comparative analysis (triangulation); 5) retroduction; 6) postulate and proposition development; 7) comparison and assessment of theories; and 8) conceptual frameworks and model development. The strength of the critical realist methodology described is the extent to which this paradigm is able to support the epistemological, ontological, axiological, methodological and rhetorical positions of both quantitative and qualitative research in the field of social epidemiology. The extensive multilevel Bayesian studies, intensive qualitative studies, latent variable theory, abductive triangulation, and Inference to Best Explanation provide a strong foundation for Theory Construction. The study will contribute to defining the role that realism and mixed methods can play in explaining the social determinants and developmental origins of health and disease.
机译:最近对社会流行病学研究尤其是多层次研究的批评一直缺乏理论。我们将在此处介绍旨在建立孕产妇抑郁症社会流行病学理论的研究方案。我们使用跨学科的批判现实主义方法,既涵盖定量和定性传统,又假设了现实的本体论和分层分层。我们描述了一种批判的现实主义者的解释性理论构建方法,该方法包括:1)紧急阶段,2)构建阶段和3)确认阶段。描述了并行三角混合法多级截面研究设计。紧急阶段使用:访谈,焦点小组,探索性数据分析,探索性因子分析,回归和多级贝叶斯空间数据分析来检测和描述现象。归纳和追溯推理将应用于:分类主成分分析,探索性因素分析,回归,概念和类别的编码,恒定比较分析,概念网络的绘制以及情境分析以生成理论概念。理论构建阶段将包括:1)定义分层级别; 2)解析分辨率; 3)归纳推理; 4)比较分析(三角剖分); 5)追溯; 6)假设和命题发展; 7)理论比较与评价; 8)概念框架和模型开发。所描述的批判现实主义方法论的力量在于,这种范式能够在多大程度上支持社会流行病学领域定量和定性研究的认识论,本体论,价值论,方法论和修辞学立场。广泛的多级贝叶斯研究,深入的定性研究,潜变量理论,外展三角剖分和最佳解释推论为理论建构提供了坚实的基础。这项研究将有助于确定现实主义和混合方法在解释健康和疾病的社会决定因素和发展起源方面可以发挥的作用。

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