TY - JOUR
T1 - The Impact of Socio-Economic Conditions on Individuals’ Health: Development of an Index and Examination of its Association with Three of the Most Frequently Registered Diseases in Lazio Region of Italy
AU - Valentini, Ilaria
AU - Nurchis, Mario Cesare
AU - Nurchis, Mario Cesare
AU - Altamura, Gerardo Andrea
AU - Cicchetti, Americo
AU - Damiani, Gianfranco
AU - Arbia, Giuseppe
PY - 2024
Y1 - 2024
N2 - This study examines spatial disparities and associations between the social deprivation
index (SDI) and Type 2 Diabetes, Dementia, and Heart Failure in Italy’s Lazio Region.
The primary goal is to assess how social deprivation impacts health inequalities by analys-
ing SDI-disease correlations. This retrospective study uses 2020 socioeconomic data and
2021 epidemiological indicators in Lazio Region, Italy. The SDI, constructed following
established guidelines, measures social deprivation. Statistical tools, including regression
models, Moran’s I test, and LISA techniques, are used to analyse spatial patterns. Uti-
lizing a retrospective approach, we merge 2020 socioeconomic and 2021 epidemiologi-
cal data for analysis. The SDI is computed using established methods. Spatial disparities
are explored through regression models, Moran’s I test, and LISA techniques. The study
reveals significant disparities in disease incidence. District V in Rome exhibits high Type 2
Diabetes (113.75/1000) and Heart Failure (37.98/1000) rates, while Marcetelli has elevated
Dementia incidence (19.74). Southern municipalities face high unemployment (up to 25%),
whereas bordering areas have higher education levels (30–60%). Disease hotspots emerge
in Rome and centre-north municipalities, aligning with social deprivation patterns. Regres-
sion models confirm the link between disease incidence and socioeconomic indicators. SDI
ranges from − 1.31 to + 10.01. This study underscores a correlation between social depriva-
tion and disease incidence. Further national-level research is essential to deepen our under-
standing of how social deprivation influences health outcomes, with potential implications
for addressing health disparities both regionally and nationally.
AB - This study examines spatial disparities and associations between the social deprivation
index (SDI) and Type 2 Diabetes, Dementia, and Heart Failure in Italy’s Lazio Region.
The primary goal is to assess how social deprivation impacts health inequalities by analys-
ing SDI-disease correlations. This retrospective study uses 2020 socioeconomic data and
2021 epidemiological indicators in Lazio Region, Italy. The SDI, constructed following
established guidelines, measures social deprivation. Statistical tools, including regression
models, Moran’s I test, and LISA techniques, are used to analyse spatial patterns. Uti-
lizing a retrospective approach, we merge 2020 socioeconomic and 2021 epidemiologi-
cal data for analysis. The SDI is computed using established methods. Spatial disparities
are explored through regression models, Moran’s I test, and LISA techniques. The study
reveals significant disparities in disease incidence. District V in Rome exhibits high Type 2
Diabetes (113.75/1000) and Heart Failure (37.98/1000) rates, while Marcetelli has elevated
Dementia incidence (19.74). Southern municipalities face high unemployment (up to 25%),
whereas bordering areas have higher education levels (30–60%). Disease hotspots emerge
in Rome and centre-north municipalities, aligning with social deprivation patterns. Regres-
sion models confirm the link between disease incidence and socioeconomic indicators. SDI
ranges from − 1.31 to + 10.01. This study underscores a correlation between social depriva-
tion and disease incidence. Further national-level research is essential to deepen our under-
standing of how social deprivation influences health outcomes, with potential implications
for addressing health disparities both regionally and nationally.
KW - Chronic diseases
KW - Chronic diseases
UR - http://hdl.handle.net/10807/282056
U2 - 10.1007/s11205-024-03354-3
DO - 10.1007/s11205-024-03354-3
M3 - Article
SN - 0303-8300
SP - N/A-N/A
JO - Social Indicators Research
JF - Social Indicators Research
ER -