Area-level Measures of the Social Environment: Operationalization, Pitfalls, and Ways Forward.
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Abstract summary
People's mental health is intertwined with the social environment in which they reside. This chapter explores approaches for quantifying the area-level social environment, focusing specifically on socioeconomic deprivation and social fragmentation. We discuss census data and administrative units, egocentric and ecometric approaches, neighborhood audits, social media data, and street view-based assessments. We close the chapter by discussing possible paths forward from associations between social environments and health to establishing causality, including longitudinal research designs and time-series social environmental indices.Study Outcome
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Citations : Al-Garadi MA, Yang YC, Cai H, Ruan Y, O’Connor K, Graciela GH, Perrone J, Sarker A (2021) Text classification models for the automatic detection of nonmedical prescription medication use from social media. BMC Med Inform Decis Mak 21:1–13. https://doi.org/10.1186/s12911-021-01394-0Authors : 3
Identifiers
Doi : 10.1007/7854_2024_464SSN : 1866-3370