scholarly journals A large-scale retrospective study of opioid poisoning in New York State with implications for targeted interventions

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Xin Chen ◽  
Wei Hou ◽  
Sina Rashidian ◽  
Yu Wang ◽  
Xia Zhao ◽  
...  

AbstractOpioid overdose related deaths have increased dramatically in recent years. Combating the opioid epidemic requires better understanding of the epidemiology of opioid poisoning (OP). To discover trends and patterns of opioid poisoning and the demographic and regional disparities, we analyzed large scale patient visits data in New York State (NYS). Demographic, spatial, temporal and correlation analyses were performed for all OP patients extracted from the claims data in the New York Statewide Planning and Research Cooperative System (SPARCS) from 2010 to 2016, along with Decennial US Census and American Community Survey zip code level data. 58,481 patients with at least one OP diagnosis and a valid NYS zip code address were included. Main outcome and measures include OP patient counts and rates per 100,000 population, patient level factors (gender, age, race and ethnicity, residential zip code), and zip code level social demographic factors. The results showed that the OP rate increased by 364.6%, and by 741.5% for the age group > 65 years. There were wide disparities among groups by race and ethnicity on rates and age distributions of OP. Heroin and non-heroin based OP rates demonstrated distinct temporal trends as well as major geospatial variation. The findings highlighted strong demographic disparity of OP patients, evolving patterns and substantial geospatial variation.

2020 ◽  
Author(s):  
Xin Chen ◽  
Wei Hou ◽  
Sina Rashidian ◽  
Yu Wang ◽  
Xia Zhao ◽  
...  

Introduction: To discover trends and patterns of opioid poisoning and the demographic and regional disparities by analyzing large scale patient visits data in New York State (NYS). Methods: Demographic, spatial, temporal and correlation analyses were performed for all OP patients extracted from the New York Statewide Planning and Research Cooperative System (SPARCS) from 2010 to 2016, along with Decennial US Census and American Community Survey zip code level data. The study is based on claims data. 58,481 patients with at least one OP diagnosis and a valid NYS zip code address were included. OP patient counts and rates per 100,000 population; patient level factors (gender, age, race and ethnicity, residential zip code); zip code level social demographic factors. Analyses were completed between 2017 and 2019. Results: In this study of 58,481 patients with opioid poisoning (OP) in New York State from 2010 to 2016, the OP rate increased by 364.6%, and by 741.5% for the age group > 65 years. There were wide disparities among groups by race and ethnicity on rates and age distributions of OP. Heroin and non-Heroin based OP rates show distinct temporal trends as well as major geospatial variation. Conclusions: The findings highlight strong demographic disparity of OP patients, evolving patterns and substantial geospatial variation.


Circulation ◽  
2014 ◽  
Vol 130 (suppl_2) ◽  
Author(s):  
Phyllis G Supino ◽  
Ofek Y Hai ◽  
Nasimullah Khan ◽  
Jeffrey S Borer

Background: Valvular heart disease (VHD) is among the most predictable causes of heart failure (HF) and an important cause of sudden death. Temporal trends of clinically significant VHD during the past three decades have not been defined. Methods: To obtain information for our region, we conducted a longitudinal analysis of all inpatient hospital records (79,689,879) obtained from the New York State (NYS) Statewide Planning and Research Cooperative System (SPARCS) database for years 1983 (first year reliable data were consistently available) through 2012 (last year data were complete). VHD cases (2,720,313) were identified from principal or secondary ICD-9 codes for aortic, mitral, tricuspid or pulmonic VHD. Linear regression was used to evaluate trends over time for VHD hospitalizations, valve surgery (VS) and in-hospital deaths. Logistic regression was used to predict mortality risk factors. Results: From 1983-2012, total hospitalizations decreased by ~500,000 cases; simultaneously, VHD hospitalizations increased markedly (34,395 in 1983 to 125,139 in 2012). Rate of increase was linear across all VHD categories = 4,248 new cases (12.4%)/yr, r 2 = 0.99, p<.0001) through 2006 (peak= 132,323 cases), and then flattened through 2012. A parallel trend was found for VS, though no appreciable flattening occurred (2,582 cases in 1983 to 7,787 in 2012, linearized increase rate=207 VS [8.0%]/yr, r 2 =0.97, p<.001). Both numbers of hospitalizations and performance of VS rose with patient age (p<.001). Over the study interval, 123,787 patients with VHD died in the hospital, including 9,272 who died after VS; avg case fatality rates were 4.6% (all VHD) and 6.4% (VS). Deaths were independently associated with advancing age, nonelective admission and presence of associated HF (p<.0001, all). Male gender predicted increased death risk among the general VHD population; female gender predicted death risk among those undergoing VS. Conclusions: The incidence of VHD hospitalization and VS in NYS has risen substantially since the early 1980s and can be expected to rise further as the population ages. Thus, intensive planning is needed to deal with public health implications of these trends as we attempt to meet the growing needs of this patient population.


Temida ◽  
2003 ◽  
Vol 6 (2) ◽  
pp. 73-80
Author(s):  
Sanja Milivojevic

In the last few years of XX century domestic violence was in focus of interest in majority of European countries and worldwide. The severity of consequences that this type of violence generates to victims and other members of their families (indirect victims), the development of women's rights movement, large number of research and scholars papers that warn about danger from this violence, led to the criminal prosecution of domes tic violence and establishment of large scale of measures for victims protection, prevention of further victimization, punishment of perpetrators and minimization of negative consequences of violence. The aim of this paper is to compare modern European legislations as well as the legislation of New York State, USA, in order to consider possible further development in fighting this complex social problem in our society and practice.


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