Related Experiment Video
Updated: May 1, 2026

Rapid Fractionation and Isolation of Whole Blood Components in Samples Obtained from a Community-based Setting
Published on: November 30, 2015
Longitudinal association of county-level economic indicators and child maltreatment incidents
Sarah Frioux1, Joanne N Wood, Oludolapo Fakeye
1Tripler Army Medical Center, Honolulu, HI, USA.
Abstract:
To evaluate the association between economic indicators (unemployment and mortgage foreclosure rates) and volume of investigated and substantiated cases of child maltreatment at the county level from 1990 to 2010 in the Commonwealth of Pennsylvania. County-level investigated reports of child maltreatment and proportion of investigated cases substantiated by child protective services in the Commonwealth of Pennsylvania were compared with county-level unemployment rates from 1990 to 2010, and with county-level mortgage foreclosure rates from 2000 to 2010. We employed fixed-effects Poisson regression modeling to estimate the association between volume of investigated and substantiated cases of maltreatment, and current and prior levels of local economic indicators adjusting for temporal trend. Across Pennsylvania, annual rate of investigated maltreatment reports decreased through the 1990s and rose in the early 2000s before reaching a peak of 9.21 investigated reports per 1,000 children in 2008, during the recent economic recessionary period. The proportion of investigated cases substantiated, however, decreased statewide from 33 % in 1991 to 15 % in 2010. Within counties, current unemployment rate, and current and prior-year foreclosure rates were positively associated with volume of both investigated and substantiated child maltreatment incidents (p < 0.05). Despite recent increases in investigations, the proportion of investigated cases substantiated decreased by more than half from 1990 to 2010 in Pennsylvania. This trend suggests significant changes in substantiation standards and practices during the period of study. Economic indicators demonstrated strong association with investigated and substantiated maltreatment, underscoring the urgent need for directing important prophylactic efforts and resources to communities experiencing economic hardship.
Related Concept Videos
Longitudinal Studies
Longitudinal Research
Residuals and Least-Squares Property
If the observed data point lies above the line, the residual is positive, and the line underestimates the actual data value for y. If the observed data point lies below the line, the residual is negative, and the line overestimates the actual data value for y.
The process of fitting the best-fit...
Cause and Effect
Conduct Disorder
Criteria for Causality: Bradford Hill Criteria - II

