Demography of Russia and the Former Soviet Union Lecture 8 Sociology SOCI 20182
The Concept of Life Table Life table is a classic demographic format of describing a population's mortality experience with age. Life Table is built of a number of standard numerical columns representing various indicators of mortality and survival. The concept of life table was first suggested in 1662 by John Graunt. Before the 17th century, death was believed to be a magical or sacred phenomenon that could not and should not be quantified. The invention of life table was a scientific breakthrough in mortality studies.
Life Table Cohort life table as a simple example Consider survival in the cohort of fruit flies born in the same time
Number of dying, d(x)
Number of survivors, l(x)
Number of survivors at the beginning of the next age interval: l(x+1) = l(x) – d(x) Probability of death in the age interval: q(x) = d(x)/l(x)
Probability of death, q(x)
Person-years lived in the interval, L(x) L(x) are needed to calculate life expectancy. Life expectancy, e(x), is defined as an average number of years lived after certain age. L(x) are also used in calculation of net reproduction rate (NRR)
Calculation of life expectancy, e(x) Life expectancy at birth is estimated as an area below the survival curve divided by the number of individuals at birth
Life expectancy, e(x) T(x) = L(x) + … + Lω where Lω is L(x) for the last age interval. Summation starts from the last age interval and goes back to the age at which life expectancy is calculated. e(x) = T(x)/l(x) where x = 0, 1, …,ω
Life Tables for Human Populations In the majority of cases life tables for humans are constructed for hypothetic birth cohort using cross- sectional data Such life tables are called period life tables Construction of period life tables starts from q(x) values rather than l(x) or d(x) as in the case of experimental animals
Formula for q(x) using age-specific mortality rates a(x) called the fraction of the last interval of life is usually equal to 0.5 for all ages except for the first age (from 0 to 1) Having q(x) calculated, data for all other life table columns are estimated using standard formulas.
Life table probabilities of death, q(x), for men in Russia and USA. 2005
Period life table for hypothetical population Number of survivors, l(x), at the beginning is equal to 100,000 This initial number of l(x) is called the radix of life table
Life table number of survivors, l(x), for men in Russia and USA
Life table number of dying, d(x), for men in Russia and USA. 2005
Life expectancy, e(x), for men in Russia and USA. 2005
Trends in life expectancy for men in Russia, USA and Estonia
Trends in life expectancy for women in Russia, USA and Estonia
Distribution of life expectancy, Men, 1999
Distribution of life expectancy, Women, 1999
Mortality reversal Situation when the usual time trend of declining mortality is reversed (mortality is increasing over time). Observed in sub-Saharan Africa (AIDS epidemic), Eastern Europe, and FSU countries including Russia. Mortality Reversal in FSU countries and Russia is particularly strong among male population, with excess mortality at ages about years. Particularly high increase in mortality from violence and accidents among manual workers and low education groups.
Decline of life expectancy at age 15 between Men
Decline of life expectancy at age 15 between Women
Recent changes in life expectancy in Russia Source: Goskomstat Russia
The theory of epidemiological transition Omran, Abdel R The epidemiologic transition: A theory of the epidemiology of population change. Milbank Memorial Fund Quaterly, 29:
Definition The epidemiologic transition is that process by which the pattern of mortality and disease is transformed from one of high mortality among infants and children and episodic famine and epidemic affecting all age groups to one of degenerative and man-made diseases (such as those attributed to smoking) affecting principally the elderly. (Encyclopedia Britannica)
Stages of the Epidemiologic Transition Pestilence and Famine Receding Pandemics Degenerative and man-made diseases
Three stages of epidemiological transition (Omran) “The Age of Pestilence and Famine when mortality is high and fluctuating, thus precluding sustained population growth.” LE – years “The Age of Receding Pandemics when mortality declines progressively. LE increases steadily from 30 to 50 years. Sustained population growth “The Age of Degenerative and Man-Made Diseases when mortality continues to decline and eventually approaches stability.” LE exceeds 50 years.
The shifts in disease patterns in the 19th century were primarily related to changing in socio- economic development. In the 20th Century more related with disease control activities independent of socio-economic development: e.g. Mexico, China
The fourth stage It was believed that by the 1970s life expectancy reached a plateau corresponding to the biological limit to human life However around that time many Western countries started to demonstrate an increase in life expectancy mainly due to successful prevention and treatment of cardiovascular disease. This resulted in a rapid decline of mortality, particularly at older ages.
Historical changes in the Gompertz-Makeham mortality components μ(x) = A + R e αx Makeham component declined in history (from 1900 to 1970) to very low values close to zero Gompertz component remained relatively stable during this period Gavrilov et al Human life span stopped increasing: Why? Gerontology, 29(3): Available:
Historical Changes in Mortality Swedish Females Data source: Human Mortality Database
Epidemiologic transition in Russia Soviet Union successfully passed all three stages of epidemiologic transition However Soviet health care system could not respond to the challenges of growing mortality from non- communicable diseases
The “Semashko” model of 1918 The health care system was under the centralized control of the state, which financed services as part of national social and economic development plans. All health care personnel became employees of the centralized state, which paid salaries and provided supplies to all medical institutions. The main policy orientation throughout this period was to increase numbers of hospital beds and medical personnel.
Initial successes of government- controlled model of health care Russia made massive strides in arresting the spread of infectious diseases. Drastic epidemic control measures were implemented against the spread of tuberculosis, typhoid fever, typhus, malaria and cholera. Community prevention approaches, routine check-ups, improvements in urban sanitation and hygiene, quarantines, etc.
Moscow kindergarten, 1930s
Vaccination in rural Turkmenistan, 1930s
Before World War II Life expectancy (both sexes)
Catching up with the West Life expectancy in 1965
Stagnation after 1965
Mortality reversal Situation when the usual time trend of declining mortality is reversed (mortality is increasing over time). Observed in sub-Saharan Africa (AIDS epidemic), Eastern Europe, and FSU countries including Russia. Mortality Reversal in FSU countries and Russia is particularly strong among male population, with excess mortality at ages about years. Particularly high increase in mortality from violence and accidents among manual workers and low education groups.
Decline of life expectancy at age 15 between Men
Decline of life expectancy at age 15 between Women
Decomposition of the U.S.-Russia gap in life expectancy by cause USA – 1999; Russia – Source: Shkolnikov et a. Mortality reversal in Russia.
Decomposition of the U.S.-Russia gap in life expectancy by cause USA – 1999; Russia – Source: Shkolnikov et a. Mortality reversal in Russia.
Factors and Trends of Mortality and Health in Russia
Sex Differentials of Mortality U.S. population in 1999
Gender gap in life expectancy In 1994 gender gap in life expectancy in Russia reached 13.7 years – the largest difference in life expectancy between sexes ever recorded
Life table probability of death for Russian men and women, 2005
Life table number of dying for Russian men and women, 2005
Life expectancy in Russia
The Role of Education LRC – Lipid Research Clinic study cohort in Moscow and St.Petersburg
Education and life expectancy at working ages (20-69). Men, Russia Source: Shkolnikov et al., SSM, 1998
Why educated people live longer in Russia? Decomposition by cause of death
The role of alcohol consumption in high mortality in Russia The consumption of alcohol has deep cultural roots in Russia where it typically accompanied celebrations, signified hospitality, and enhanced bonding among acquaintances and friends. It also was a tremendous sources of revenue for the Soviet state which exercised a monopoly on its production and distribution.
Dynamics of alcohol consumption in Russia Liters of 100% alcohol per person per year 1 – V.Treml; 2 – Goskomstat estimate; 3-A.Nemtsov estimate; 4- sales of alcohol
Alcohol is a driving force of mortality crisis in Russia
Gorbachev’s anti-alcohol campaign, Official sales of alcohol fell 51% Real consumption fell 27% Fall of alcohol sales was compensated by alcohol self- production
Gorbachev anti-alcohol campaign The favorable effect of the anti-alcohol campaign on Russian mortality was strong and rapid. Mortality began to decrease immediately after the introduction of restrictions on the sale of alcohol in June 1985 and continued month by month in parallel with the reduction in alcohol consumption (Shkolnikov and Vassin, 1994). The largest mortality decrease was observed at adult ages both for males and females during the year From 1984 to 1987 (mostly in 1986), life expectancy at birth rose from 61.7 to 64.9 years for males and from 73 to 74.3 years for females. (From “Premature Death in the New Independent States,” NAS, 1997)
Number of male deaths by month before and after the anti-alcohol campaign Number of deaths in thousand
Trends in the number of deaths Millions of deaths
Contribution of different causes of death to changes in LE, men
Contribution of different causes of death to changes in LE, women
Age and cause components of LE increase due to anti-alcohol campaign: Men
Age and cause components of LE increase due to anti-alcohol campaign: Women
Major effects of anti-alcohol campaign The highest decrease of mortality in regions with initial high levels of mortality at adult ages Regional inequality in mortality decreased Mortality decreased predominantly at middle adult ages due to reduction in external mortality and mortality from cardiovascular diseases
Results of anti-alcohol campaign Over 1 million lives were saved Alcohol consumption was decreased but still remained high – liter per person per year in In 1984 estimated deaths due to direct and indirect effects of alcohol were 525,000 deaths or 31.8% of all registered deaths (4.4% in USA, 3.1% in Canada in 1995) Anti-alcohol campaign decreased alcohol-related number of deaths by 200,000 Estimates by A. Nemtsov.
Mortality reversal Situation when the usual time trend of declining mortality is reversed (mortality is increasing over time). Observed in sub-Saharan Africa (AIDS epidemic), Eastern Europe, and FSU countries including Russia. Mortality Reversal in FSU countries and Russia is particularly strong among male population, with spikes of mortality at ages about years. Particularly high increase in mortality from violence and accidents among manual workers and low education groups.
In 1992 and 1998 Russia experienced two serious economic crises accompanied by drop in personal income and rapid impoverishment
Alcohol and Inflation In prices of alcohol increased much less than personal salaries and the general price index, which by June 1994 had increased to 1229 times its December 1992 level. Concurrently, prices of alcohol rose to 421 times their prior levels. It is not surprising that real alcohol consumption in Russia increased sharply during this period of economic crisis and reduction in real wages
Total and alcohol-related mortality during the market reforms Total number of deaths in thousand (left) Deaths from acute poisoning by alcohol (right)
Decline in alcohol quality during the market reforms In 1992 state monopoly on alcohol sales was abolished Self-production of alcohol became not profitable but over 20% of alcohol sales included technical alcohol Sample control tests showed that proportion of below quality standards alcohol was 5.6% in 1992 and 30.4% in 1994 Imported alcohol had even lower quality: 67.2% below quality standards
Copyright restrictions may apply. Notzon, F. C. et al. JAMA 1998;279: Change in all-cause mortality rates between 1990 and 1994 by age and sex, Russia
Decomposition of changes in LE by cause of death,
Alcohol and suicide Suicide (1) and accidental poisoning by alcohol (3) – left Alcohol psychoses (2) - right
Drinking and Suicide Number of suicides per 100,000 – left Alcohol (l) per person per year 1 – suicides with alcohol in blood ; 3 – sober suicides (left); 2- alcohol consumption
Alcohol and cardiovascular mortality Alcohol intoxication is an additional risk factor for cardiovascular diseases During anti-alcohol campaign mortality from cardiovascular diseases decreased mainly due to atherosclerotic cardiosclerosis (by 19% in men) and stroke (by 8% in men)
What about alcohol surrogates? Alcohol surrogates – non-food liquids containing ethanol (polishing liquids, perfume, pharmaceutical tinctures, etc.) Alcohol surrogates are cheap, so they are attractive to poor persons. May be the only source of ethanol for impoverished persons. 47% of men who used surrogates were unemployed. Only 13% of men not used surrogates were unemployed
Northern Structure of Alcohol Consumption An example of Sweden
Consumption of hard liquors and life expectancy
Alcohol-related policy
Explanations of Mortality Crisis in Psychological Stress (and alcohol) Hypothesis (Shapiro, 1995; Cornia, Paniccia, 1995; Shkolnikov et al., 1998) Selection Hypothesis (‘selection of alcoholics’) by Avdeev, Blum, Zakharov, Andreev, 1997.
Other Hypotheses (less supported by evidence) Mass impoverishment and malnutrition – if this hypothesis is true then infant mortality should increase Deterioration of the health care system – if this hypothesis is true then again infant mortality should increase Environmental pollution – environmental pollution should increase during while in fact it decreased
Protective role of education during crisis Mortality of adult men with higher education level increased from 1989 to 1994 by 35% vs 57% for men with lower education level Mortality of adult women with higher education level increased by only 8% compared to 30% for women with lower education level Source: Shkolnikov et al., SSM, 1998
Suggested Factors of Mortality Increase During the Transition Period Rapid Impoverishment Growth of Delinquency Cheap Alcohol Expensive Medicine Tuberculosis Drug Dependence Sexually Transmitted Diseases Social Stress Cardiovascular Diseases, Suicide Injuries Diabetes, Asthma Selection
Age Profile of Suicide Mortality in Russia: MalesFemales
Life Expectancy in Russia RussiaYearMalesFemales China India