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Statistical theories of success.

The Pareto and the log-normal distributions are commonly used to describe the statistical distribution of success. A detailed comparison of these distributions is made with Lotka's extensive observations on success as measured by rate of publication. These distributions are found to adequately describe the observed distribution only for low and moderate success. Contrariwise, the flat factor analysis of performance recently developed by the author in these Proceedings (59, 1078 (1968)) is shown to give an excellent agreement over the whole range of success. Lotka's data allows a determination of the number of environmental factors.The Pareto distribution does give an excellent agreement with the tail of the success distribution where success is defined as income. An interpretation of this distribution is here presented based upon the expected behavior of entrepreneurs.

Journal Article↗

Out-of-pocket payments for health care in Croatia: implications for equity.

AIM: To assess the distribution of out-of-pocket payments for health care in Croatia by income groups. METHODS: The study is based on data from 1994 out-of-pocket health expenditure survey carried out through interviews of randomly selected adults in two major cities of Croatia, Zagreb and Split. We analyzed co-payments for public health care services and other payments related to private practice, non-prescription medicaments, or informal payments to health care providers. Spending of each income group was analyzed as a share of its income and as proportion of total payments. RESULTS: We found an inequitable pattern of out-of-pocket health care payments. Burden of out-of-pocket expenditure was not equally distributed among income groups, with persons from the low income group paying about six times larger share of their income than the high income group. When we compared the proportions of income received by different groups with the proportions of their payments, the results indicated (again) that the low income persons payed proportionally more than those with high income. CONCLUSION: Distribution of out-of-pocket payments in Croatia is regressive, with a greater burden falling on lower income persons. Possible introduction of the mix of health care financing would need reconsideration of the policy measures to balance equity and efficiency.

Cost Sharing↗

Economic change, crime, and mortality crisis in Russia: regional analysis.

OBJECTIVE: To identify which aspects of socioeconomic change were associated with the steep decline in life expectancy in Russia between 1990 and 1994. DESIGN: Regression analysis of regional data, with percentage fall in male life expectancy as dependent variable and a range of socioeconomic measures reflecting transition, change in income, inequity, and social cohesion as independent variables. Determination of contribution of deaths from major causes and in each age group to changes in both male and female life expectancy at birth in regions with the smallest and largest declines. SETTING: Regions (oblasts) of European Russia (excluding Siberia and those in the Caucasus affected by the Chechen war). SUBJECTS: The population of European Russia. RESULTS: The fall in life expectancy at birth varied widely between regions, with declines for men and women highly correlated. The regions with the largest falls were predominantly urban, with high rates of labour turnover, large increases in recorded crime, and a higher average but unequal distribution of household income. For both men and women increasing rates of death between the ages of 30 and 60 years accounted for most of the fall in life expectancy, with the greatest contributions being from conditions directly or indirectly associated with heavy alcohol consumption. CONCLUSIONS: The decline in life expectancy in Russia in the 1990s cannot be attributed simply to impoverishment. Instead, the impact of social and economic transition, exacerbated by a lack of social cohesion, seems to have played a major part. The evidence that alcohol is an important proximate cause of premature death in Russia is strengthened.

Adolescent↗

Demographics of cardiac arrest: association with residence in a low-income area.

OBJECTIVE: To report cardiac arrest demographics and assess whether arrest rate is associated with differences in intracity regional population densities, incomes, or race distributions. METHODS: One-year retrospective review of out-of-hospital cardiac arrests in a city with a two-tier emergency medical service (EMS) system. Associations of population density, median income, and race data with age- and gender-adjusted cardiac arrest rates for seven city regions and groupings of high- and low-income census tracts were made. RESULTS: Median income, but not race or population density, was associated with sex- and age-adjusted intracity regional cardiac arrest rates (p = 0.034). This association of cardiac arrest rate with income status was magnified when the 20 lowest and the 20 highest income census tracts were compared. Cardiac arrest victims in these two income groups did not differ in regard to rate of witnessed arrest, bystander-administered CPR, or previous cardiac disease. Rates of survival to hospital discharge were not significantly different between the two groups. CONCLUSION: The association of lower income with cardiac arrest suggests that cardiac health promotion and EMS intervention measures, including CPR instruction, should be targeted to lower-income neighborhoods. These findings may help explain previous studies suggesting a racial or population density association with cardiac arrest rates.

Cardiopulmonary Resuscitation↗

Effects of pre-treatment technologies on quantity and quality of source-sorted municipal organic waste for biogas recovery.

Source-sorted municipal organic waste collected from different dwelling types in five Danish cities and pre-treated at three different plants was sampled and characterized several times during one year to investigate the origin of any differences in composition of the pre-treated waste introduced by city, pre-treatment technology, dwelling type or annual season. The investigated pre-treatment technologies were screw press, disc screen and shredder+magnet. The average quantity of pre-treated organic waste (biomass) produced from the incoming waste varied between the investigated pre-treatment technologies: 59%, 66% and 98% wet weight, respectively (41%, 34% and 2% reject, respectively). The pre-treatment technologies showed differences with respect to distribution of the chemical components in the waste between the biomass and the rejected material (reject), especially for dry matter, ash, collection bag material (plastic or paper) and easily degradable organic matter. Furthermore, the particle size of the biomass was related to the pre-treatment technology. The content of plastic in the biomass depended both on the actual collection bag material used in the system and the pre-treatment technology. The sampled reject consisted mostly of organic matter. For cities using plastic bags for the source-separated organic waste, the expected content of plastic in the reject was up to 10% wet weight (in some cases up to 20%). Batch tests for methane potential of the biomass samples showed only minor variations caused by the factors city, pre-treatment technology, dwelling type and season when based on the VS content of the waste (overall average 459STPm(3)/tVS). The amount of methane generated from 1t of collected waste was therefore mainly determined by the efficiency of the chosen pre-treatment technology described by the mass distribution of the incoming waste between biomass and reject.

Biomass↗

Infant mortality by father's occupation from the 1911 census of England and Wales.

Infant mortality in England and Wales only began its secular decline at the beginning of this century, although mortality among those aged 1-4 began to decline earlier. The 1911 Census of Fertility provides the basis for estimates of infant mortality among occupational groups. A diagrammatic model of decline is elaborated, using fertility decline, social class, income, and urban/rural distribution as explanatory variables. Results of the analysis suggest that infant mortality decline, whose average value was 35 percent from a peak of 132 per 1,000, was increased by improvements in the urban environment and advanced by high or regular income, whereas fertility decline had only a small effect.

Female↗

The role of pensions in retirement income: trends and questions.

Pensions are an important and increasingly common supplement to Social Security benefits for persons aged 65 or older--particularly for those in the the middle and upper income quintiles. By 1990, pension income was reported by 44 percent of all elderly units--57 percent of the couples and 34 percent of unmarried persons. This article discusses the role of pensions in the income of the elderly; private pension coverage, vesting, and types of plans among active workers; how the shift toward defined contribution plans poses new problems in assessing the role of private pensions in providing retirement income security; and expected pension receipt rates for the future elderly. Pension receipt among the elderly is expected to continue to grow over the next 20-30 years because of past growth in coverage and vesting. Microsimulation models are a relatively new tool for forecasting the future distribution of pension income. The models offer a framework for considering the research questions that, if answered, would help improve our understanding of the impact of the pension system on future income security.

Adult↗

Robustness of the in-degree exponent for the World-Wide Web.

We consider a stochastic model for directed scale-free networks following power laws in the degree distributions in both incoming and outgoing directions. In our model, the number of vertices grow geometrically with time with a growth rate p. At each time step, (i) each newly introduced vertex is connected to a constant number of already existing vertices with the probability linearly proportional to in-degree distribution of a selected vertex, and (ii) each existing vertex updates its outgoing edges through a stochastic multiplicative process with mean growth rate of outgoing edges g and its variance sigma(2). Using both analytic treatment and numerical simulations, we show that while the out-degree exponent gamma(out) depends on the parameters, the in-degree exponent gamma(in) has two distinct values, gamma(in)=2 for p>g and 1 for p<g, independent of different parameters values. The latter case has logarithmic correction to the power law. Since the vertex growth rate p is larger than the degree growth rate g for the World-Wide Web (WWW) nowadays, the in-degree exponent appears robust as gamma(in)=2 for the WWW.

Journal Article↗

The role of income differences in explaining social inequalities in self rated health in Sweden and Britain.

STUDY OBJECTIVE: To analyse to what extent differences in income, using two distinct measures-as distribution across quintiles and poverty-explain social inequalities in self rated health, for men and women, in Sweden and Britain. DESIGN: Series of cross sectional surveys, the Swedish Survey of Living Conditions (ULF) and the British General Household Survey (GHS), during the period 1992-95. PARTICIPANTS AND SETTING: Swedish and British men and women aged 25-64 years. Approximately 4000 Swedes and 12 500 Britons are interviewed each year in the cross sectional studies used. The sample contains 15 766 people in the Swedish dataset and 49 604 people in the British dataset. MAIN RESULTS: The magnitude of social inequalities in less than good self rated health was similar in Sweden and in Britain, but adjusting for income differences explained a greater part of these in Britain than in Sweden. In Britain the distribution across income quintiles explained 47% of the social inequalities in self rated health among women and 31% among men, while in Sweden it explained, for women 13% and for men 20%. Poverty explained 22% for British women and 8% for British men of the social inequalities in self rated health, while in Sweden poverty explained much less (men 2.5% and women 0%). CONCLUSIONS: The magnitude of social inequalities in self rated health was similar in Sweden and in Britain. However, the distribution of income across occupational social classes explains a larger part of these inequalities in Britain than in Sweden. One reason for this may be the differential exposure to low income and poverty in the two countries.

Adult↗

Axonal transport of RNA during regeneration of the optic nerves of goldfish.

The distribution of radioactive RNA and RNA precursors in the goldfish optic tecta following intraocular injection of 3H-uridine has been studied during various stages of optic nerve regeneration. 3H-uridine was injected into the posterior chamber of the right eye 17, 30, or 60 days after both optic nerves were crushed. Five were sacrificed at time intervals ranging from 0.5 to 21 days after injection. One day prior to sacrificing, 14C-proline was also injected into the right eye as a marked of fast axonal protein transport. Seventeen to 23 days after crushing, the approximate time of nerve reconnection, the amount of radioactive RNA appearing in the left optic tectum was increased by more than ten times control values. Approximately 30 days after crushing the nerve, when the reconnected nerve is maturing, RNA values were still elevated, but significantly decreased from the earlier stage. By 60 days after crushing the optic nerve, the amounts of RNA in the left tectum was close to normal. Evidence suggesting that, at least, some of the radioactive RNA in the tectum originated from RNA transported along optic axons rather than from RNA synthesized locally in the tectum was provided by autoradiographic experiments. Autoradiograms of paraffin sections taken from the goldfish optic tecta after the intraocular injection of 3H-uridine showed a distribution of grains in a linear pattern, suggesting a distribution over the incoming fibers during the reconnection stage of regeneration. Electron microsocpic autoradiography of glutaraldehyde fixed epoxy sections confirmed that a significant number of grains (shown to be 3H-RNA) were, in fact, over regenerating optic axons. Intracranial injection of 3H-uridine, during the same stage of regeneration, on the other hand, resulted in a distribution of grains, specifically over cell perikaprya. These experiments suggest that during the reconnection phase of nerve regeneration, large amounts of RNA may be carried within regenerating optic axons as they enter the optic tectum.

Animals↗

The effects of US state income inequality and alcohol policies on symptoms of depression and alcohol dependence.

Mental health is likely to be influenced by contextual variables that emerge only at the level of the group. We studied the effect of two such group-level variables, within-state income inequality and alcohol tax policy, on symptoms of current depression and alcohol dependence in a US national sample, controlling for state-level and individual characteristics. A cross-sectional US national probability sample provided the individual-level data. State income data were obtained from the 1990 US census. The Gini coefficient (raw and adjusted) indicated income inequality. Outcome measures included current symptoms of depression and alcohol dependence. Controlling for individual-level variables and state median income, the odds of depressive symptoms was not positively associated with state income inequality. Controlling for individual-level variables, state median income and alcohol distribution method, a weak negative association between Gini and alcohol dependence was observed in women, but this association disappeared after additional adjustment for beer tax. No association was observed in men. Higher state beer tax was significantly associated with lower prevalence of alcohol dependence symptoms for both men and women. The results suggest that state income inequality does not increase the experience of alcohol dependence or depression symptoms. However, evidence was found for a protective effect of increased beer taxation against alcohol dependence symptoms, suggesting the need to further consider the impact of alcohol policies on alcohol use disorders.

Adolescent↗

Statistical inference of progressivity dominance: an application to health care financing distributions.

This paper employs a distribution-free statistical test suitable for comparisons based on dependent samples to analyse changes in health care financing distributions on Finnish data. In distinction to the more general summary index approach used in most studies of progressivity measurement, the difference between the Lorenz curve of income inequality and the concentration curves of various taxes and payments is used to evaluate progressivity dominance and changes in progressivity. Sample weights are applied to account for the effect of sampling design and non-response. The analysis demonstrates that the dominance approach can be successfully applied to various types of distributional problems besides comparisons concerning differences in income distributions. As an empirical application the paper presents estimation results for the progressivity of various health care financing sources using data from the 1987 and 1996 Finnish Health Care Surveys.

Family Characteristics↗

Underdevelopment and the political economy of malnutrition and ill health.

This article applies Marx's abstract subdivision of social consumption to the prevailing patterns of capital accumulation in the Third World. Built-in scarcities in the availability of necessary consumer goods, alongside patterns of overconsumption and social waste by the upper-income groups, are conducive to conditions of mass poverty, malnutrition, and disease that coexist with small pockets of social privilege and affluence. Malnutrition and ill health must be understood and analyzed in relation to the dual and divided structure of social consumption: necessities of life as opposed to luxury and semi-luxury goods. The relationship between capital accumulation, the distribution of money income, and patterns of malnutrition and ill health is analyzed. It is shown that patterns of malnutrition and ill health are socially differentiated, and the core disease pattern in Third World social formations is discussed in relation to the material and social conditions of life which generate ill health and which underlie particular patterns of peripheral capital accumulation. The study focuses on empirical procedures for analyzing the relationship between levels of money income and levels of calorie and protein intake. An appendix outlines a methodology for estimating undernourishment in urban areas from household budget surveys.

Adult↗

Duplicate health insurance coverage: determinants of variation across states.

Although it is recognized that many people have duplicate private health insurance coverage, either through separate purchase or as health benefits in multi-earner families, there has been little analysis of the factors determining duplicate coverage rates. A new data source, the Survey of Income and Education, offers a comparison with the only previous source of state level data, the estimates from the Health Insurance Association of America. The R2 between the two sets is only .3 and certain problems can be traced to the methodology underlying the HIAA figures. Using figures for gross and net coverage, the ratio of total policies to people with private coverage ranges from .94 in Utah to 1.53 in Illinois. Measures of industry distribution, per capita income and employment explain a large portion of the variance, but it appears that these factors operate in opposite directions for group and non-group policies. Similar sociodemographic variables also explain net coverage. These findings have substantial implications for research and the structuring of employee health benefits.

Analysis of Variance↗

Beer consumption and premature mortality in Louisiana: an ecologic analysis.

OBJECTIVE: This study was conducted to determine whether beer consumption is associated with premature mortality across municipalities in Louisiana. METHOD: We conducted a cross-sectional ecologic study using tax data on the sales of beer and mortality data from Louisiana. We aggregated deaths that occurred before the age of 65 to the level of the municipality and calculated age-adjusted rates of both overall premature mortality and specific causes of premature mortality that may be related to alcohol. After controlling for potential confounders including population distributions for race, income, employment and education, we examined whether beer sales were independently associated with premature mortality rates due to homicides, unintentional injuries, other acute alcohol-related causes, liver diseases, cardiovascular disease and other chronic alcohol-related causes. RESULTS: After controlling for race and socioeconomic status, municipalities with greater beer consumption had higher premature mortality, with the model explaining up to 24% of all premature deaths. Beer consumption was also independently associated with homicide, liver diseases and cardiovascular disease. Neither unintentional injuries nor other chronic alcohol-related causes of mortality were significantly associated with beer consumption. CONCLUSIONS: The population-level association between beer consumption and mortality may reflect population-level determinants of beer consumption as well as indirect health effects of alcohol consumption on persons who are not heavy drinkers.

Adolescent↗

Social class risk factors among children with Hodgkin's disease.

We compared the social class characteristics of 66 families with children diagnosed with Hodgkin's disease (HD) from 1959 through 1977 in a defined population with that of 182 "control families" identified by a random process from the population base. The 14 youngest cases (less than 10 years at diagnosis) were from somewhat lower social-class backgrounds than their 37 controls as evidenced by the distribution of median income, single-unit housing, and poverty level of their census tract of residence, as well as by the occupational class of head-of-household. In contrast, the social class characteristics of the 52 older children with HD (10-14 years) were quite similar to that of their 145 controls. This apparent shift from lower to average social class between younger and older children with HD Hodgkin's disease may reflect a shift in their age of exposure to common infections. If true, these findings are consistent with the hypothesis that HD may develop as a rare consequence of a common infection. However, these findings are based on small numbers of cases and on indirect measures of social class.

Adolescent↗

Prospective hospital-based survey of attitudes of Southern women toward surgical treatment of breast cancer.

BACKGROUND: Breast-conserving surgery is equivalent to total mastectomy in the treatment of breast cancer. The Southern part of the United States has a low rate of breast conservation. METHODS: We surveyed 300 women: 100 hospital personnel, 100 cancer clinic patients, and 100 non-cancer clinic patients. The women were asked about their attitudes toward breast cancer, surgery preferences, and factors that might influence their decisions. RESULTS: One hundred eighty-nine chose mastectomy as the best operation, 106 women chose lumpectomy, and five women were undecided. There was no difference in mean age, racial distribution, education level, income level, percentage of women who considered themselves Southern women, concerns about breast cancer, recent mammograms, previous breast surgery, previous breast cancer treatment, or acquaintances with breast cancer between the mastectomy and the lumpectomy groups. Women interested in saving the breast were more likely to pick lumpectomy (35 vs. 84%, p = 0.001). A fear of cancer recurrence played a role in the decision (88 vs. 40%, p = 0.001). Fear of radiation therapy (76 vs. 57%, p = 0.002) and of the side effects (80 vs. 63%, p = 0.005) was a significant factor. CONCLUSIONS: The choice of surgery for breast cancer is an individual process between a woman and her surgeon. Attitudes and fears regarding cancer recurrence and radiation therapy may make women select mastectomy over lumpectomy.

Breast Neoplasms↗

Onchocerciasis control in Nigeria: will households be able to afford community-directed treatment with ivermectin?

OBJECTIVES: To determine the level of affordability of community-directed treatment with ivermectin (CDTI) to households living in two onchocerciasis endemic Nigerian communities namely Toro in the north and Nike in the south. METHODS: The proportion of the cost of treating people with ivermectin will deplete in average monthly/projected annual household expenditure on food and health care, and on average monthly and projected annual household income were respectively calculated and used to determine the level of affordability of CDTI. Questionnaires administered to heads of households or their representatives were used to collect information on the household expenditures and income. The suggested unit CDTI cost of $0.20 was used. However, as a test of sensitivity, we also used the unit cost of $0.056 which some community based distributors are charging per treatment. RESULT: Using $0.20 as the unit treatment cost, this will consume less than 0.05% of average annual household income in both communities. It will equally deplete 0.05% of combined annual household expenditures on food and health care in both communities. However, using $0.056 as the unit treatment cost, then 0.02% of average annual household expenditure on health care, 0.01% average annual expenditure on combined health care and food, and 0.01% of average annual household income will be depleted. CONCLUSION: The households living in both communities may be able to afford CDTI schemes. However, the final decision on levels of affordability lies with the households. They will decide whether they can afford to trade-off some household income for ivermectin distribution.

Adult↗