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Aburto JM, van Raalte A. Lifespan Dispersion in Times of Life Expectancy Fluctuation: The Case of Central and Eastern Europe. Demography 2018; 55:2071-2096. [PMID: 30519844 PMCID: PMC6290692 DOI: 10.1007/s13524-018-0729-9] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Central and Eastern Europe (CEE) have experienced considerable instability in mortality since the 1960s. Long periods of stagnating life expectancy were followed by rapid increases in life expectancy and, in some cases, even more rapid declines, before more recent periods of improvement. These trends have been well documented, but to date, no study has comprehensively explored trends in lifespan variation. We improved such analyses by incorporating life disparity as a health indicator alongside life expectancy, examining trends since the 1960s for 12 countries from the region. Generally, life disparity was high and fluctuated strongly over the period. For nearly 30 of these years, life expectancy and life disparity varied independently of each other, largely because mortality trends ran in opposite directions over different ages. Furthermore, we quantified the impact of large classes of diseases on life disparity trends since 1994 using a newly harmonized cause-of-death time series for eight countries in the region. Mortality patterns in CEE countries were heterogeneous and ran counter to the common patterns observed in most developed countries. They contribute to the discussion about life expectancy disparity by showing that expansion/compression levels do not necessarily mean lower/higher life expectancy or mortality deterioration/improvements.
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Affiliation(s)
- José Manuel Aburto
- Interdisciplinary Center on Population Dynamics, University of Southern Denmark, Odense, Denmark
- Max Planck Institute for Demographic Research, Rostock, Germany
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Dokumentov A, Hyndman RJ, Tickle L. Bivariate smoothing of mortality surfaces with cohort and period ridges. Stat (Int Stat Inst) 2018. [DOI: 10.1002/sta4.199] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
| | - Rob J. Hyndman
- Department of Econometrics & Business Statistics; Monash University; Clayton VIC 3800 Australia
| | - Leonie Tickle
- Department of Actuarial Studies and Business Analytics; Macquarie University; North Ryde NSW 2109 Australia
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Ediev DM. Constrained Mortality Extrapolation to Old Age: An Empirical Assessment. EUROPEAN JOURNAL OF POPULATION = REVUE EUROPEENNE DE DEMOGRAPHIE 2018; 34:441-457. [PMID: 30147209 PMCID: PMC6096879 DOI: 10.1007/s10680-017-9434-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Accepted: 05/23/2017] [Indexed: 11/30/2022]
Abstract
This paper aims to improve the accuracy of parametric extrapolations of the death rates into old age by constraining the extrapolation model on presumed life expectancy at old age. Such a task is particularly important in cases where the data quality at old age, in particular the age exaggeration, is not sufficient for reliable mortality estimates. Our tests are based on period data from the Human Mortality Database and the use of the Horiuchi–Coale and Mitra formulas for reducing the bias of life expectancy in the open age interval. We show that extrapolation accuracy is substantially improved when the extrapolation is constrained by either the empirical life expectancy or the Horiuchi–Coale or Mitra estimates. Unconstrained extrapolations and those constrained by conventional life table estimates of life expectancy in the open age interval show substantial biases and should be avoided. Combining extrapolation with life expectancy estimates which are robust to the effects of age exaggeration appears to be a valuable way of improving mortality estimation.
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Affiliation(s)
- Dalkhat M Ediev
- 1Wittgenstein Centre for Demography and Global Human Capital (IIASA, VID/ÖAWWU), International Institute for Applied Systems Analysis, Schlossplatz 1, 2361 Laxenburg, Austria.,North-Caucasian State Humanitarian-Technological Academy, Stavropolskaya 36, Cherkessk, Russian Federation 369000.,3Demography Department (HSMSS), Lomonosov Moscow State University, Leninskie Gory 51, r. 752, Moscow, Russian Federation 119992
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How Has the Lower Boundary of Human Mortality Evolved, and Has It Already Stopped Decreasing? Demography 2018; 55:1887-1903. [PMID: 30076587 DOI: 10.1007/s13524-018-0698-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
In contrast to the upper boundary of mortality, the lower boundary has so far largely been neglected. Based on the three key features-location, sex-specific difference, and level-I analyze past and present trends in the lower boundary of human mortality. The analysis is based on cohort mortality data for 38 countries, covering all the cohorts born between 1900 and 1993. Minimum mortality is analyzed using observed as well as smoothed estimates. The results show that the ages at which minimum mortality is reached have shifted to lower ages. Although the differences have become almost negligible over time, males are showing higher levels of minimum mortality than females. The level of minimum mortality was halved more than five times over the analyzed time horizon. The results also suggest that even after more than 150 years of mortality improvements, minimum mortality has not yet reached a lowest limit and is likely to decrease further in the near future. Trends in the three key features also raise questions about the importance of evolutionary, social, and biological determinants for the recent and future development of minimum mortality.
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Aburto JM, Riffe T, Canudas-Romo V. Trends in avoidable mortality over the life course in Mexico, 1990-2015: a cross-sectional demographic analysis. BMJ Open 2018; 8:e022350. [PMID: 30068622 PMCID: PMC6074636 DOI: 10.1136/bmjopen-2018-022350] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
OBJECTIVE To analyse average lifespan and quantify the effect of avoidable/amenable mortality on the difference between state-specific mortality and a low-mortality benchmark in Mexico during 1990-2015. DESIGN Retrospective cross-sectional demographic analysis using aggregated data. SETTING Vital statistics from the Mexican civil registration system. PARTICIPANTS Aggregated national data (from 91.2 million people in 1995 to 119.9 in 2015) grouped in 64 populations (32 Mexican states (including Mexico City) by sex) with cause-of-death data. MAIN OUTCOME MEASURES Cause-specific contributions to the gap in life expectancy with a low-mortality benchmark in three age groups (0-14, 15-49 and 50-84 years). RESULTS Infants and children under the age of 15 years show improvements towards maximal survival in all states. However, adult males aged 15 to 49 years show deterioration after 2006 in almost every state due to increasing homicides, and a slow recovery thereafter. Out of 35 potential years, females and males live on average 34.57 (34.48 to 34.67) and 33.80 (33.34 to 34.27), respectively. Adults aged 50 to 84 years show an unexpected decrease in the low mortality benchmark, indicating nationwide deterioration among older adults. Females and males in this age group show an average survival of 28.59 (27.43 to 29.75) and 26.52 (25.33 to 27.73) out of 35 potential years, respectively. State gaps from the benchmark were mainly caused by ischaemic heart diseases, diabetes, cirrhosis and homicides. We find large health disparities between states, particularly for the adult population after 2005. CONCLUSIONS Mexico has succeeded in reducing mortality and between-state inequalities in children. However, adults are becoming vulnerable as they have not been able to reduce the burden of violence and conditions amenable to health services and behaviours, such as diabetes, ischaemic heart diseases and cirrhosis. These trends have led to large health disparities between Mexican states in the last 25 years.
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Affiliation(s)
- José Manuel Aburto
- Center on Population Dynamics (CPop) and Department of Public Health, University of Southern Denmark, Odense, Denmark
- Max Planck Institute for Demographic Research, Rostock, Germany
| | - Tim Riffe
- Max Planck Institute for Demographic Research, Rostock, Germany
| | - Vladimir Canudas-Romo
- School of Demography, Australian National University, Canberra, Australian Capital Territory, Australia
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Feng L, Shi Y. Forecasting mortality rates: multivariate or univariate models? JOURNAL OF POPULATION RESEARCH 2018. [DOI: 10.1007/s12546-018-9205-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Abstract
We propose a method to decompose the young adult mortality hump by cause of death. This method is based on a flexible shape decomposition of mortality rates that separates cause-of-death contributions to the hump from senescent mortality. We apply the method to U.S. males and females from 1959 to 2015. Results show divergence between time trends of hump and observed deaths, both for all-cause and cause-specific mortality. The study of the hump shape reveals age, period, and cohort effects, suggesting that it is formed by a complex combination of different forces of biological and socioeconomic nature. Male and female humps share some traits in all-cause shape and trend, but they also differ by their overall magnitude and cause-specific contributions. Notably, among males, the contributions of traffic and other accidents were progressively replaced by those of suicides, homicides, and poisonings; among females, traffic accidents remained the major contributor to the hump.
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Vidra N, Bijlsma MJ, Trias-Llimós S, Janssen F. Past trends in obesity-attributable mortality in eight European countries: an application of age-period-cohort analysis. Int J Public Health 2018; 63:683-692. [PMID: 29868930 PMCID: PMC6015618 DOI: 10.1007/s00038-018-1126-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 05/23/2018] [Accepted: 05/24/2018] [Indexed: 11/25/2022] Open
Abstract
Objectives To assess age, period, and birth cohort effects and patterns of obesity-attributable mortality in Czech Republic, Finland, France, Germany, Hungary, Italy, Poland, and the UK (UK). Methods We obtained obesity prevalence and all-cause mortality data by age (20–79), sex and country for 1990–2012. We applied Clayton and Schifflers’ age–period–cohort approach to obesity-attributable mortality rates (OAMRs). Results Between 1990 and 2012, obesity prevalence increased and age-standardised OAMRs declined, although not uniformly. The nonlinear birth cohort effects contributed significantly (p < 0.01) to obesity-attributable mortality trends in all populations, except in Czech Republic, Finland, and among German women, and Polish men. Their contribution was greater than 25% in UK and among French women, and larger than that of the nonlinear period effects. In the UK, mortality rate ratios (MRRs) increased among the cohorts born after 1950. In other populations with significant birth cohort effects, MRRs increased among the 1935–1960 cohorts and decreased thereafter. Conclusions Given its potential effects on obesity-attributable mortality, the cohort dimension should not be ignored and calls for interventions early in life next to actions targeting broader societal changes. Electronic supplementary material The online version of this article (10.1007/s00038-018-1126-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Nikoletta Vidra
- Population Research Centre, Faculty of Spatial Sciences, University of Groningen, PO Box 800, 9700 AV, Groningen, The Netherlands.
| | | | - Sergi Trias-Llimós
- Population Research Centre, Faculty of Spatial Sciences, University of Groningen, PO Box 800, 9700 AV, Groningen, The Netherlands
| | - Fanny Janssen
- Population Research Centre, Faculty of Spatial Sciences, University of Groningen, PO Box 800, 9700 AV, Groningen, The Netherlands
- Netherlands Interdisciplinary Demographic Institute, The Hague, The Netherlands
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The effects of increasing longevity and changing incidence on lifetime risk differentials: A decomposition approach. PLoS One 2018; 13:e0195307. [PMID: 29672532 PMCID: PMC5909551 DOI: 10.1371/journal.pone.0195307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Accepted: 03/20/2018] [Indexed: 01/11/2023] Open
Abstract
Increasing longevity can distort time trends in summary measures of health and mortality, such as the lifetime risk of getting diseased. If not observing a cohort, this lifetime risk is calculated with cross-sectional data on age-specific incidence and survival. In those instances, incidence and survival may work in opposite directions resulting in lifetime risk estimates where, reductions in incidence might be offset by a simultaneous longevity increase. The proposed method decomposes the difference between two lifetime risks into contributions of changing incidence and changing survival. The approach can be extended to measure the contributions of changes in disease related mortality and even case fatality. We illustrate the method with hypothetical examples as well as remaining lifetime risk at age 60 of experiencing a myocardial infarction, colorectal cancer and hip fractures for Swedish males. The empirical examples show that the influence of increasing longevity on the development of lifetime risk depends on the respective age profile of occurrence. In the cases of myocardial infarction and hip fracture, longevity increases of the general population counterbalanced or even exceeded the substantial gains in disease incidence, while for colorectal cancer, the lifetime risk was almost unaffected by the longevity improvement. This was because colorectal cancer has an on average earlier onset than myocardial infarction and hip fracture.
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Dańko A, Schaible R, Pijanowska J, Dańko MJ. Population density shapes patterns of survival and reproduction in Eleutheria dichotoma (Hydrozoa: Anthoathecata). MARINE BIOLOGY 2018; 165:48. [PMID: 29497211 PMCID: PMC5816771 DOI: 10.1007/s00227-018-3309-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Accepted: 02/06/2018] [Indexed: 06/08/2023]
Abstract
Budding hydromedusae have high reproductive rates due to asexual reproduction and can occur in high population densities along the coasts, specifically in tidal pools. In laboratory experiments, we investigated the effects of population density on the survival and reproductive strategies of a single clone of Eleutheria dichotoma. We found that sexual reproduction occurs with the highest rate at medium population densities. Increased sexual reproduction was associated with lower budding (asexual reproduction) and survival probability. Sexual reproduction results in the production of motile larvae that can, in contrast to medusae, seek to escape unfavorable conditions by actively looking for better environments. The successful settlement of a larva results in starting the polyp stage, which is probably more resistant to environmental conditions. This is the first study that has examined the life-history strategies of the budding hydromedusa E. dichotoma by conducting a long-term experiment with a relatively large sample size that allowed for the examination of age-specific mortality and reproductive rates. We found that most sexual and asexual reproduction occurred at the beginning of life following a very rapid process of maturation. The parametric models fitted to the mortality data showed that population density was associated with an increase in the rate of aging, an increase in the level of late-life mortality plateau, and a decrease in the hidden heterogeneity in individual mortality rates. The effects of population density on life-history traits are discussed in the context of resource allocation and the r/K-strategies' continuum concept.
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Affiliation(s)
- Aleksandra Dańko
- Laboratory of Evolutionary Biodemography, Max Planck Institute for Demographic Research, Konrad-Zuse-Strasse 1, 18057 Rostock, Germany
| | - Ralf Schaible
- Laboratory of Evolutionary Biodemography, Max Planck Institute for Demographic Research, Konrad-Zuse-Strasse 1, 18057 Rostock, Germany
| | - Joanna Pijanowska
- Department of Hydrobiology, University of Warsaw, Żwirki i Wigury 101, 02-089 Warsaw, Poland
| | - Maciej J. Dańko
- Laboratory of Evolutionary Biodemography, Max Planck Institute for Demographic Research, Konrad-Zuse-Strasse 1, 18057 Rostock, Germany
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61
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Ediev DM. Expectation of life at old age: revisiting Horiuchi-Coale and reconciling with Mitra. GENUS 2018; 74:3. [PMID: 29430059 PMCID: PMC5797569 DOI: 10.1186/s41118-018-0029-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 01/19/2018] [Indexed: 11/10/2022] Open
Abstract
Data quality issues at advanced old age, such as incompleteness of registration of vital events and age misreporting, compromise estimates of the death rates and remaining life expectancy at those ages. Following up on Horiuchi and Coale (Population Studies 36: 317-326, 1982), Mitra (Population Studies 38: 313-319, 1984, Population Studies 39: 511-512, 1985), and Coale (Population Studies 39: 507-509, 1985), we examine the conventional approaches to constructing life tables from data deficient at advanced ages and the two adjustment methods by the mentioned authors. Contrary to earlier reports by Horiuchi, Coale, and Mitra, we show that the two methods are consistent and useful in drastically reducing the estimation errors in life expectancy as compared to the conventional approaches, i.e., the classical open age interval model and extrapolation of the death rates. Our results suggest complementing the classical estimates of life expectancy by adjustments using Horiuchi-Coale, Mitra, or other appropriate methods and avoiding the extrapolation method as a tool for estimating the life expectancy.
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Affiliation(s)
- Dalkhat M. Ediev
- International Institute for Applied Systems Analysis, Wittgenstein Centre for Demography and Global Human Capital (IIASA, VID/ÖAW, WU), Schlossplatz 1, 2361 Laxenburg, Austria
- Institute for Applied Mathematics and Information Technologies, North-Caucasian State Humanitarian-Technological Academy, Stavropolskaya 36, Cherkessk, 369000 Russia
- Demography Chair (HSMSS), Lomonosov Moscow State University, Leninskie Gory 51, r. 752, Moscow, 119992 Russia
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63
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A quantitative comparison of stochastic mortality models on Italian population data. Comput Stat Data Anal 2017. [DOI: 10.1016/j.csda.2017.03.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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64
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Silva E, Guerrero VM. Penalized least squares smoothing of two-dimensional mortality tables with imposed smoothness. J Appl Stat 2017. [DOI: 10.1080/02664763.2016.1221905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Eliud Silva
- Faculty of Actuarial Sciences, Universidad Anáhuac, Huixquilucan, State of Mexico, México
| | - Víctor M. Guerrero
- Department of Statistics, Instituto Tecnológico Autónomo de México (ITAM), Mexico City, México
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65
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Minton J, Shaw R, Green MA, Vanderbloemen L, Popham F, McCartney G. Visualising and quantifying 'excess deaths' in Scotland compared with the rest of the UK and the rest of Western Europe. J Epidemiol Community Health 2017; 71:461-467. [PMID: 28062643 PMCID: PMC5484031 DOI: 10.1136/jech-2016-207379] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Revised: 11/03/2016] [Accepted: 11/10/2016] [Indexed: 11/04/2022]
Abstract
BACKGROUND Scotland has higher mortality rates than the rest of Western Europe (rWE), with more cardiovascular disease and cancer among older adults; and alcohol-related and drug-related deaths, suicide and violence among younger adults. METHODS We obtained sex, age-specific and year-specific all-cause mortality rates for Scotland and other populations, and explored differences in mortality both visually and numerically. RESULTS Scotland's age-specific mortality was higher than the rest of the UK (rUK) since 1950, and has increased. Between the 1950s and 2000s, 'excess deaths' by age 80 per 100 000 population associated with living in Scotland grew from 4341 to 7203 compared with rUK, and from 4132 to 8828 compared with rWE. UK-wide mortality risk compared with rWE also increased, from 240 'excess deaths' in the 1950s to 2320 in the 2000s. Cohorts born in the 1940s and 1950s throughout the UK including Scotland had lower mortality risk than comparable rWE populations, especially for males. Mortality rates were higher in Scotland than rUK and rWE among younger adults from the 1990s onwards suggesting an age-period interaction. CONCLUSIONS Worsening mortality among young adults in the past 30 years reversed a relative advantage evident for those born between 1950 and 1960. Compared with rWE, Scotland and rUK have followed similar trends but Scotland has started from a worse position and had worse working age-period effects in the 1990s and 2000s.
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Affiliation(s)
- Jon Minton
- College of Social Sciences, University of Glasgow, Glasgow, UK
| | - Richard Shaw
- MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, UK
| | - Mark A Green
- School of Environmental Sciences, University of Liverpool, Liverpool, UK
| | - Laura Vanderbloemen
- Faculty of Medicine, Department of Primary Care and Public Health, Imperial College, London, UK
| | - Frank Popham
- MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, UK
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Trias-Llimós S, Bijlsma MJ, Janssen F. The role of birth cohorts in long-term trends in liver cirrhosis mortality across eight European countries. Addiction 2017; 112:250-258. [PMID: 27633487 DOI: 10.1111/add.13614] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 05/09/2016] [Accepted: 09/13/2016] [Indexed: 01/05/2023]
Abstract
BACKGROUND AND AIMS Understanding why inequalities in alcohol-related mortality trends by sex and country exist is essential for developing health policies. Birth cohort effects, indicative of differences by generation in drinking, have rarely been studied. This study estimated the relative contributions of birth cohorts to liver cirrhosis mortality trends and compared sex- and country-specific cohort patterns across eight European countries. DESIGN Time-series analysis of population-level mortality data. SETTING Austria, Finland, Hungary, Italy, the Netherlands, Poland, Spain and Sweden; 1950-2011. PARTICIPANTS National populations aged 15-94 years. MEASUREMENTS We modelled country- and sex-specific liver cirrhosis mortality (from national vital registers) adjusting for age, period and birth cohort. FINDINGS Birth cohorts (adjusted for age and period) made statistically significant contributions to liver cirrhosis mortality in all countries and for both sexes (P < 0.001), and more so among women (average contribution to deviance reduction of 38.8%) than among men (17.4%). The observed cohort patterns were statistically different between all but two country pairs (P < 0.001). Sex differences existed overall (P < 0.001), but not in the majority of countries (P > 0.999). Visual inspection of birth cohort patterns reveals birth cohorts at higher risk of liver cirrhosis mortality. CONCLUSIONS The inclusion of the birth cohort dimension improves the understanding of alcohol-attributable mortality trends in Europe. Birth cohorts at higher risk of liver cirrhosis mortality were born during 1935-49 in Sweden and Finland, around 1950 in Austria and the Netherlands and 1960 or later in Hungary, Italy, Poland and Spain.
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Affiliation(s)
- Sergi Trias-Llimós
- Population Research Centre, Faculty of Spatial Sciences, University of Groningen, Groningen, the Netherlands
| | | | - Fanny Janssen
- Population Research Centre, Faculty of Spatial Sciences, University of Groningen, Groningen, the Netherlands.,Netherlands Interdisciplinary Demographic Institute, The Hague, the Netherlands
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Bohk-Ewald C, Rau R. Probabilistic mortality forecasting with varying age-specific survival improvements. GENUS 2017; 73:1. [PMID: 28133393 PMCID: PMC5233746 DOI: 10.1186/s41118-016-0017-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Accepted: 07/22/2016] [Indexed: 12/16/2022] Open
Abstract
Many mortality forecasting approaches extrapolate past trends. Their predictions of the future development can be quite precise as long as turning points and/or age-shifts of mortality decline are not present. To account even for such mortality dynamics, we propose a model that combines recently developed ideas in a single framework. It (1) uses rates of mortality improvement to model the aging of mortality decline, and it (2) optionally combines the mortality trends of multiple countries to catch anticipated turning points. We use simulation-based Bayesian inference to estimate and run this model that also provides prediction intervals to quantify forecast uncertainty. Validating mortality forecasts for British and Danish women from 1991 to 2011 suggest that our model can forecast regular and irregular mortality developments and that it can perform at least as well as other widely accepted approaches like, for instance, the Lee-Carter model or the UN Bayesian approach. Moreover, prospective mortality forecasts from 2012 to 2050 suggest gradual increases for British and Danish life expectancy at birth.
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Affiliation(s)
- Christina Bohk-Ewald
- Max Planck Institute for Demographic Research, Konrad-Zuse-Straße 1, 18057 Rostock, Germany
| | - Roland Rau
- Max Planck Institute for Demographic Research, Konrad-Zuse-Straße 1, 18057 Rostock, Germany ; University of Rostock, Ulmenstrasse 69, 18057 Rostock, Germany
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Abstract
The human lifespan has traversed a long evolutionary and historical path, from short-lived primate ancestors to contemporary Japan, Sweden, and other longevity frontrunners. Analyzing this trajectory is crucial for understanding biological and sociocultural processes that determine the span of life. Here we reveal a fundamental regularity. Two straight lines describe the joint rise of life expectancy and lifespan equality: one for primates and the second one over the full range of human experience from average lifespans as low as 2 y during mortality crises to more than 87 y for Japanese women today. Across the primate order and across human populations, the lives of females tend to be longer and less variable than the lives of males, suggesting deep evolutionary roots to the male disadvantage. Our findings cast fresh light on primate evolution and human history, opening directions for research on inequality, sociality, and aging.
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69
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Insight on 'typical' longevity: An analysis of the modal lifespan by leading causes of death in Canada. DEMOGRAPHIC RESEARCH 2016. [DOI: 10.4054/demres.2016.35.17] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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70
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Mazza A, Punzo A. Bivariate discrete beta Kernel graduation of mortality data. LIFETIME DATA ANALYSIS 2015; 21:419-433. [PMID: 25084764 DOI: 10.1007/s10985-014-9300-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Accepted: 07/14/2014] [Indexed: 06/03/2023]
Abstract
Various parametric/nonparametric techniques have been proposed in literature to graduate mortality data as a function of age. Nonparametric approaches, as for example kernel smoothing regression, are often preferred because they do not assume any particular mortality law. Among the existing kernel smoothing approaches, the recently proposed (univariate) discrete beta kernel smoother has been shown to provide some benefits. Bivariate graduation, over age and calendar years or durations, is common practice in demography and actuarial sciences. In this paper, we generalize the discrete beta kernel smoother to the bivariate case, and we introduce an adaptive bandwidth variant that may provide additional benefits when data on exposures to the risk of death are available; furthermore, we outline a cross-validation procedure for bandwidths selection. Using simulations studies, we compare the bivariate approach proposed here with its corresponding univariate formulation and with two popular nonparametric bivariate graduation techniques, based on Epanechnikov kernels and on P-splines. To make simulations realistic, a bivariate dataset, based on probabilities of dying recorded for the US males, is used. Simulations have confirmed the gain in performance of the new bivariate approach with respect to both the univariate and the bivariate competitors.
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Affiliation(s)
- Angelo Mazza
- Department of Economics and Business, University of Catania, Corso Italia 55, 95129 , Catania, Italy,
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