Direct and Indirect Effects for Neighborhood-Based Clustered and Longitudinal Data  

Oleh:

VanderWeele, Tyler J.

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Sociological Methods & Research (SMR) vol. 38 no. 04 (May 2010), page 515-544.
Topik: Causal Inference; Direct and Indirect Effects; Inference; Longitudinal Data; Multilevel Model; Neighborhood Effects; Mediation; Potential Outcomes
Fulltext: Sociological Methods and Research 2010; 38; 3; 515.pdf (231.94KB)

Ketersediaan

Perpustakaan PKPM Nomor Panggil: S28 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

Lihat Detail Induk

Isi artikel

Definitions of Direct and indirect effects are given for settings in which treatments are administered at the group level. A particular intervention may affect individual outcomes both through its effect on the individual and by changing the group or neighborhood itself. Identification conditions are given for controlled direct effects and for natural direct and indirect effects. The interpretation of these identification conditions are discussed within the context of neighborhood research and multilevel modeling. Interventions at a single point in time and time-varying interventions are both considered. The definition of direct and indirect effects requires certain stability or no -nterfence condition; some discussion is given as to how these no-interfence conditions can be relexed.

Opini Anda

Klik untuk menuliskan opini Anda tentang koleksi ini!

Kembali