Total and cause-specific mortality before and after the onset of the Greek economic crisis: an interrupted time-series analysis.

نویسندگان

  • Ioannis Laliotis
  • John P A Ioannidis
  • Charitini Stavropoulou
چکیده

BACKGROUND Greece was one of the countries hit the hardest by the 2008 financial crisis in Europe. Yet, evidence on the effect of the crisis on total and cause-specific mortality remains unclear. We explored whether the economic crisis affected the trend of overall and cause-specific mortality rates. METHODS We used regional panel data from the Hellenic Statistical Authority to assess mortality trends by age, sex, region, and cause in Greece between January, 2001, and December, 2013. We used Eurostat data to calculate monthly age-standardised mortality rates per 100 000 inhabitants for each region. Data were divided into two subperiods: before the crisis (January, 2001, to August, 2008) and after the onset of the crisis (September, 2008, to December, 2013). We tested for changes in the slope of mortality by doing an interrupted time-series analysis. FINDINGS Overall mortality continued to decline after the onset of the financial crisis (-0·065, 95% CI -0·080 to -0·049), but at a slower pace than before the crisis (-0·13, -0·15 to -0·10; trend difference 0·062, 95% CI 0·041 to 0·083; p<0·0001). The trend difference was more evident for females (0·087, 95% CI 0·064-0·11; p<0·0001) than for males (0·040, 0·013-0·066; p=0·007). Those aged at least 75 years experienced more negative effects (trend difference 0·056, 95% CI 0·042 to 0·071; p<0·0001) than did those aged 20-34 years, in whom mortality trends improved (-0·0074, -0·0089 to -0·0059; p<0·0001). Deaths by diseases of the circulatory system declined more slowly after the onset of compared with before the crisis (trend difference 0·043, 95% CI 0·024 to 0·063; p<0·0001), whereas deaths from vehicular accidents declined faster (-0·0062, -0·0090 to -0·0033; p<0·0001), most prominently among men aged 20-34 years (-0·0065, -0·0085 to -0·0044; p<0·0001). Conversely, deaths from suicides (trend difference 0·0021, 95% CI 0·00092-0·0033; p=0·002), diseases of the nervous system (0·0036, 0·0016-0·0056; p=0·002), and mental health problems (0·00073, 0·000047-0·0014 p=0·038) increased after the onset of the crisis. Also, deaths due to adverse events during medical treatment increased significantly after the onset of the crisis (trend difference 0·0020, 95% CI 0·0012-0·0028; p<0·0001). By comparing the expected values of the period after the onset of the crisis with extrapolated values based on the period before the crisis, we estimate that an extra 242 deaths per month occurred after the onset of the crisis. INTERPRETATION Mortality trends have been interrupted after the onset of compared with before the crisis, but changes vary by age, sex, and cause of death. The increase in deaths due to adverse events during medical treatment might reflect the effects of deterioration in quality of care during economic recessions. FUNDING None.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Finite Sample Properties of Quantile Interrupted Time Series Analysis: A Simulation Study

Interrupted Time Series (ITS) analysis represents a powerful quasi-experime-ntal design in which a discontinuity is enforced at a specific intervention point in a time series, and separate regression functions are fitted before and after the intervention point. Segmented linear/quantile regression can be used in ITS designs to isolate intervention effects by estimating the sudden/level change (...

متن کامل

A time series of infectious-like events in Australia between 2000 and 2013 leading to extended periods of increased deaths (all-cause mortality) with possible links to increased hospital medical admissions

Background and aims: Trends in deaths and medical admissions in the UK and Europe show evidence for a series of infectious-like events. These events have been overlooked by traditional surveillance methodologies. Preliminary evidence points to a rise in medical admissions in Australia around the same time as those observed in Europe, and this study was aimed to evaluate whether the deaths are o...

متن کامل

Medium-term impact of the economic crisis on mortality, health-related behaviours and access to healthcare in Greece

Previous studies on the health consequences of the crisis in Greece investigated short-term impacts on selected outcomes. This study examined the impact of the crisis on a key set of health indicators with longer follow up than previous studies. We conducted interrupted time series (ITS) analysis to compare trends in standardised mortality by cause before and during the crisis. We examined chan...

متن کامل

A Nonlinear Model of Economic Data Related to the German Automobile Industry

Prediction of economic variables is a basic component not only for economic models, but also for many business decisions. But it is difficult to produce accurate predictions in times of economic crises, which cause nonlinear effects in the data. Such evidence appeared in the German automobile industry as a consequence of the financial crisis in 2008/09, which influenced exchange rates and a...

متن کامل

Evaluation of Community Interventions in Changes in Incidence of Cutaneous Leishmaniasis in Isfahan Province from 2002 to 2018: An Interrupted Time Series Regression Analysis

Background and Objectives: Due to the importance of cutaneous leishmaniasis, the national leishmaniasis project began in 2007 in Iran. The aim of the present study was to evaluate community interventions in changes in the incidence of cutaneous leishmaniasis in Isfahan Province from 2002 to 2018: an Interrupted time series regression analysis.   Materials and Methods: The present study was a ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • The Lancet. Public health

دوره 1 2  شماره 

صفحات  -

تاریخ انتشار 2016