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A subregional analysis of family change: The spatial diffusion of one-parent families across Italian municipalities, 1991-2011.

Marcantonio CaltabianoEmanuela DreassiEmilia RoccoDaniele Vignoli
Published in: Population, space and place (2019)
This paper documents the expansion of new family patterns in Italy by scrutinising the spatial diffusion of one-parent families across Italian municipalities for the period 1991-2011. We apply a hierarchical Bayesian model to the data of the last three Italian Population Censuses, acknowledging that variation cannot be broken down into temporal and spatial effects because space-time interaction is at the very heart of family changes. Our results illustrate substantial subregional and sub-provincial heterogeneities in the spatial organisation of family systems, patterns that might have gone undetected had larger territorial units of analysis been considered. In addition, we show that especially socio-economic factors were associated to the diffusion of new family forms. This paper challenges international scholarship that caricatures Italy as a monolithic, homogeneous family-oriented country.
Keyphrases
  • machine learning
  • high resolution
  • mass spectrometry
  • electronic health record
  • deep learning
  • big data
  • artificial intelligence