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PubMed2003

Does inequality in self-assessed health predict inequality in survival by income? Evidence from Swedish data.

This paper empirically addresses two questions using a large, individual-level Swedish data set which links mortality data to health survey data. The first question is whether there is an effect of an individual's self-assessed health (SAH) on his subsequent survival probability and if this effect differs by socioeconomic factors. Our results indicate that the effect of SAH on mortality risk declines with age-probably because of adjustment towards 'milder' overall health evaluations at higher ages-but does not seem to differ by indicators of socioeconomic status (SES) like income or education. This finding suggests that there is no systematic adjustment of SAH by SES and therefore that any measured income-related inequality in SAH is unlikely to be biased by reporting error. The second question is: how much of the income-related inequality in mortality can be explained by income-related inequality in SAH? Using a decomposition method, we find that inequality in SAH accounts for only about 10% of mortality inequality if interactions are not allowed for, but its contribution is increased to about 28% if account is taken of the reporting tendencies by age. In other words, omitting the interaction between age and SAH leads to a substantial underestimation of the partial contribution of SAH inequality by income. These results suggest that the often observed inequalities in SAH by income do have predictive power for the-less often observed-inequalities in survival by income.

Adult↗

PubMed2004

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↗

PubMed1998

Are geographic regions with high income inequality associated with risk of abdominal weight gain?

Geographic regions characterized by income inequality are associated with adverse mortality statistics, but the pathophysiologic mechanisms that mediate this ecologic relationship have not been elucidated. This study used a United States mail survey of 34158 male and 42741 female healthy-adult volunteers to test the association between residence in geographic regions with relative income inequality and the likelihood of weight gain at the waist. Respondents came from 21 states that were characterized by the household income inequality (HII) index, a measure reflecting the proportion of total income received by the more well off 50% of households in the state. The main outcome measure was self-reported weight gain mainly at the waist as opposed to weight gain at other anatomic sites. After controlling for age, other individual-level factors, and each state's median household income, men's likelihood of weight gain at the waist was positively associated (p = 0.0008) with the HII index. Men from states with a high HII (households above the median receive 81.6% to 82.6% of the income) described weight gain at the waist more often than men from states with a low HII (households above the median receive 77.0% to 78.5% of the income) (odds ratio = 1.12, 95% confidence interval 1.03 to 1.22). Women's results showed a non-significant trend in the same direction. An association between ecologically defined socio-environmental stress and abdominal obesity may help to clarify the pathophysiologic pathways leading to several major chronic diseases.

Abdomen↗

PubMed2000

Income-related health inequality in Canada.

This study uses data from the 1994 National Population Health Survey and applies the methods developed by Wagstaff and van Doorslaer (1994, measuring inequalities in health in the presence of multiple-category morbidity indicators. Health Economics 3, 281-291) to measure the degree of income-related inequality in self-reported health in Canada by means of concentration indices. It finds that significant inequalities in self-reported ill-health exist and favour the higher income groups--the higher the level of income, the better the level of self-assessed health. The analysis also indicates that lower income individuals are somewhat more likely to report their self-assessed health as poor or less-than-good than higher income groups, at the same level of a more 'objective' health indictor such as the McMaster Health Utility Index. The degree of inequality in 'subjective' health is slightly higher than in 'objective' health, but not significantly different. The degree of inequality in self-assessed health in Canada was found to be significantly higher than that reported by van Doorslaer et al. (1997, income related inequalities in health: some international comparisons, Journal of Health Economics 16, 93-112) for seven European countries, but not significantly different from the health inequality measured for the UK or the US. It also appears as if Canada's health inequality is higher than what would be expected on the basis of its income inequality.

Canada↗

PubMed2006

Economic disparities in middle childhood development: does income matter?

A large literature has documented the influence of family economic resources on child development, yet income's effects in middle childhood have been understudied. Using data from the National Longitudinal Survey of Youth (N = 3,551), the author examined the influence of family income in early and middle childhood on academic skills and behavior problems during middle childhood. Early childhood income had enduring effects on children's behavior problems and academic skills in middle childhood. Middle childhood income did not influence academic skills but did affect the development of behavior problems during middle childhood. Children from low-income households were particularly sensitive to the effects of family income. The quality of home environment during early and middle childhood explained a portion of the effects of income on academic skills and behavior problems.

Achievement↗

PubMed2006

[Income differences in health and life expectancy--cross-sectional and longitudinal findings of the German Socio-Economic Panel (GSOEP)].

Income is an important determinant of individual standards of living and participation in social life. Data from the German Socio-Economic Panel shows that the level of income also affects a person's health and life expectancy. People's self-assessment of their health and health-related quality of life follow a distribution pattern which can be described as a gradient: the lower the income, the more frequent the impairments to subjective health. Life expectancy statistics also reflect income differences, primarily due to premature deaths among lower-income groups. Clues for explaining income-related differences in health and life expectancy can be found in the results on health-related behaviour and use of the medical system: people in the lower income groups smoke more frequently, are slaker in sports and are less likely to go to a doctor when their health is impaired. Furthermore, work environment and job-specific influences, stress burdens and reactions, social comparison processes and disease-induced processes of declining social mobility and social exclusion are discussed as possible explanations.

Adolescent↗

PubMed2004

Sources of income and depression in elderly Hong Kong Chinese: mediating and moderating effects of social support and financial strain.

This study examines the relationship between major source of income (i.e., adult children, financial independence and government welfare) and depression among elderly Hong Kong people. We also assessed the mediating and moderating effects of family social support and financial strain in the linkage between source of income and depression. The data came from a cross-sectional survey of a representative community sample of 1106 elderly respondents in Hong Kong. Using multiple regression models, data revealed that there was a differential impact of major sources of income on depression. Welfare participation and financial independence contributed to a higher level of depressive symptoms whereas people whose source of income was their adult children were more likely to report a lower level of depression than the others who were not. We also found that family social support was either a complete mediator or partial mediator in the relationship between different major sources of income and depression but it was not a significant moderator in the linkage between different major sources of income and depression. In contrast, financial strain was a significant moderator in the link between different major sources of income and depression. Specific and effective interventions must be developed for those who are financially independent or on welfare.

Aged↗

PubMed2006

ZIP-code-based versus tract-based income measures as long-term risk-adjusted mortality predictors.

There is a well-established, strong association between socioeconomic position and mortality. Public health mortality analyses thus routinely consider the confounding effect of socioeconomic position when possible. Particularly in the absence of personally reported data, researchers often use area-based measures to estimate the effects of socioeconomic position. Data are limited regarding the relative merits of measures based on US Census tract versus ZIP code (postal code). ZIP-code measures have more within-unit variation but are also more easily obtained. The current study reports on 293,138 middle-aged men screened in 14 states in 1973-1975 for the Multiple Risk Factor Intervention Trial and having 25-year mortality follow-up. In risk-adjusted proportional hazards models containing either ZIP-code-based or tract-based median household income, all-cause mortality hazard ratios were 1.16 (95% confidence interval: 1.14, 1.17) per Dollars 10,000 less ZIP-code-based income and 1.15 (95% confidence interval: 1.13, 1.16) per Dollars 10,000 less tract-based income; adding either income variable to a risk-adjusted model improved model fit substantially. Both were significant independent predictors in a combined model; tract-based income was a slightly stronger mortality predictor (hazard ratios = 1.05 and 1.11 for ZIP-code-based and tract-based income, respectively). These patterns held across various causes of death, for both Blacks and non-Blacks, and with or without adjustment for ZIP-code-based income diversity or tract-based proportion below poverty.

Analysis of Variance↗

PubMed2006

Neighbourhood income and anxiety: a study based on random samples of the Swedish population.

BACKGROUND: Few studies have investigated the association between the neighbourhood characteristics and the vast panorama of mental disorders. This study examined whether there is an association between neighbourhood income and anxiety, a common mental disorder. METHODS: A national random sample of the entire Swedish population was used, consisting of 30 884 men and women aged 25-64 years. The sample was obtained from pooled data during the period 1995-2002 from the Swedish Annual Level of Living Survey. Small area market statistics were used in order to define neighbourhoods. The proportion of individuals with incomes in the lowest national income quartile was calculated for each neighbourhood. The distribution was then divided into quartiles. A log binomial model was applied in the estimation of prevalence ratios. Four models were calculated with stepwise inclusion of the variables. Model 4 was adjusted for all the individual variables, i.e. age, gender, marital status, immigrant status, social network, housing tenure, employment status, and income. RESULTS: In neighbourhoods with the highest proportions of individuals with low income the prevalence ratio of anxiety was 1.33 (95% confidence interval 1.24-1.42). The association demonstrated between neighbourhood income and anxiety decreased after stepwise inclusion of the individual variables and disappeared after all the individual variables were accounted for. CONCLUSION: Compositional explanations, rather than contextual explanations, lie behind the association between neighbourhood income and anxiety, a common mental disorder. However, we do not exclude the possibility that there is a contextual effect on severe mental disorders or among children with behavioural problems.

Adult↗

PubMed2001

Income differences in mortality: a register-based follow-up study of three million men and women.

OBJECTIVES: We analyse whether the relationship between net household income and mortality form a continuous linear gradient or is curvilinear, assess the attenuation of this association after adjusting for confounding and reverse causality, and assess the strength of the association by age and cause of death. DESIGN AND SETTING: Prospective study of mortality in Finland among all men and women over 30 years old. Information on household income and sociodemographic factors was from the records of the Finnish tax authorities and the 1990 census. Income data were available for more than 95% of the cohort. Follow-up was by record linkage to death certificates in 1991-1996; altogether about 261 000 deaths. RESULTS: The all-cause mortality ratio between the lowest and the highest household income decile is 2.37 (95% CI : 2.30-2.44) among men and 1.73 (95% CI : 1.67-1.80) among women. Adjusting for household structure, spouse's economic activity, social class, education and own economic activity attenuates the relationship by 61% among men and 52% among women. The association between income and mortality is mainly linear before and after adjusting for confounding, and the association is strong for all 5-year age groups below 60-64 years, after which it declines rapidly in strength. CONCLUSIONS: The mainly linear nature of the relationship and the strong attenuation after adjustment for other socioeconomic factors and economic activity status, and the age pattern of the relationship indicate that a large part of the relationship is unlikely to be due to direct causal effects of poverty and material hardship. Rather, income seems to be related to accumulation of factors that increase mortality over the whole range of incomes.

Adult↗

PubMed2003

Low income Russian families adopt effective behavioral strategies to maintain dietary stability in times of economic crisis.

The social, political and economic reforms of 1992 in Russia led to a decade of rising income inequality, unemployment and economic crises, the most severe of which occurred in 1998. This study assesses dietary trends for children in low and high income households during this politically and economically unstable period from 1994 to 2000. Several possible food-related behaviors were also assessed to evaluate coping strategies adopted in the face of decreasing economic stability. Low income children maintained a steady energy intake per kilogram weight throughout the study period (251.0-259.4 kJ/kg), whereas intake for high income children increased significantly to a per capital average of 297.1 kJ/kg by 2000. At the food group level, the trend in per capita intake for all food groups was maintained for low income children except for a 22% decrease in meat and poultry consumption (P < 0.01). Per capita intake increased over time for dairy products and eggs in the high income group (P < 0.01). A decrease in cost per kJ (rubles/kJ) was observed for both low and high income families (P < 0.01). These data suggest that Russian households were able to conserve the diet structure for children by using what appear to be food-related behavioral mechanisms during periods of economic crisis.

Child↗

PubMed1992

Income expectations of first-year students at Jefferson Medical College as a predictor of family practice specialty choice.

The recent decline in the number of medical students choosing careers in the primary care specialties has engendered increasing concern that economic factors are becoming more important in influencing the career choices of medical students. In order to assess the relationship of first-year medical students' income expectations to whether they chose to specialize in family practice, the authors analyzed data from 532 graduates of Jefferson Medical College (classes of 1987-1989), using the Jefferson Longitudinal Study. At entrance to medical school, each student listed his or her initial specialty preference and future expected peak income; the determination of actual specialty choice was based on the first year of postgraduate training. Both expected peak incomes and freshman specialty choices were independent predictors of actual specialty choices. The students who entered family practice residencies had lower initial expected peak incomes than did the students entering other specialties, especially the surgery specialties. In addition, according to logistic regression analysis, the students with relatively lower income expectations and a freshman preference for family practice were predicted to be nine times more likely to enter family practice residencies than were students with higher income expectations and no initial family practice preference (56% versus 6%). This study suggests that a freshman's income expectation is an important predictor of family practice specialty choice, independent of age, sex, degree of indebtedness, and initial specialty preference. The authors discuss their results in light of the decline in the number of medical students choosing family practice and the other primary care specialties.

Career Choice↗

PubMed1999

Equal dependence of the high prevalence of health problems on age and family income in rural southern areas.

BACKGROUND: People who have periods of low family income are at risk for increased health problems in the future, even if they present a similar clinical picture before the reduction in family income. The association between low income and health status was studied in residents of an area with relatively low-average family income and with a historically unstable economy. METHODS: We surveyed a stratified, clustered sample of residents of Johnson County, Tennessee, using a structured interview. The responses were analyzed in conjunction with national and regional data (National Health Interview Survey). RESULTS: Residents of the geographic area under study had a markedly higher prevalence of self-reported health problems than either the national average or rural areas in the southeast United States. The higher prevalence was accounted for by the combination of age and family income, which had equal effects on health status, but not by age differences alone. CONCLUSIONS: Family income and economic development are critically important to improving community health. Sensible capitation rates in managed care arrangements can be obtained only if the income distribution of an insured population is considered along with their age, sex, and physical health status.

Adolescent↗

PubMed2004

The economics of plastic surgery practices: trends in income, procedure mix, and volume.

Anecdotally, plastic surgeons have complained of working harder for the same or less income in recent years. They also complain of falling fees for reconstructive surgery and increasing competition for cosmetic surgery. This study examined these notions using the best available data. To gain a better understanding of the current plastic surgery market, plastic surgeon incomes, fees, volume, and relative mix of cosmetic and reconstructive surgery were analyzed between the years 1992 and 2002. To gain a broader perspective, plastic surgeon income trends were then compared with those of other medical specialties and of nonmedical professions. The data show that in real dollars, plastic surgeon incomes have remained essentially steady in recent years, despite plastic surgeons increasing their surgery load by an average of 41 percent over the past 10 years. The overall income trend is similar to that of members of other medical specialties and other nonmedical professionals. The average practice percentage of cosmetic surgery was calculated and found to have increased from 27 percent in 1992 to 58 percent in 2002. This most likely can be explained by the findings that real dollar fees collected for cosmetic surgery have decreased very slightly, whereas those for reconstructive procedures have experienced sharp declines. This study demonstrates that plastic surgeons have adjusted their practice profiles in recent years. They have increased their case loads and shifted their practices toward cosmetic surgery, most likely with the goal of maintaining their incomes. The strategy appears to have been successful in the short term. However, with increasing competition and falling prices for cosmetic surgery, it may represent a temporary bulwark for plastic surgeon incomes unless other steps are taken.

Data Collection↗

PubMed2003

The prevalence of mental disorders among income support recipients: an important issue for welfare reform.

OBJECTIVE: To estimate the prevalence of mental disorders and psychological distress among Australian income support recipients. METHODS: Data from the 1997 National Survey of Mental Health and Wellbeing were used to examine measures of mental health, disability and use of mental health services, comparing working-age people in receipt of government payments to those with other main sources of income. RESULTS: One-quarter of all income support recipients had experienced substantial levels of psychological distress during the previous four weeks and almost one in three had experienced a diagnosable mental disorder during the previous 12 months. Around 45% of unpartnered women with children in receipt of income support payments were identified with a mental disorder. In contrast, around 10% of people not receiving welfare reported substantial psychological distress and 19% had a diagnosable mental disorder. The prevalence of physical and mental disability was also greater among income support recipients. There was no difference in service use between recipients and non-recipients. CONCLUSIONS: Mental illness is a significant issue among income support recipients. The presence of a mental disorder is a substantial barrier to work and other forms of social participation. Mental health is an issue with relevance beyond the health portfolio, with implications for many domains of social policy and service delivery. Understanding and better assisting income support recipients with mental health problems will be important in welfare reform and in the introduction of a more active welfare system.

Adolescent↗

PubMed1998

A longitudinal perspective on entitlement income among homeless adults.

OBJECTIVE: Sources of entitlement income were examined in a sample of homeless adults to determine whether certain subgroups more consistently obtain entitlement income and are more likely to continue receiving it over time. METHODS: From a baseline sample of 564 homeless residents of Alameda County, California, 397 were interviewed at both five- and 15-month follow-ups. Information was obtained on income received from public sources in the 30 days before each interview, including general assistance, Aid to Families With Dependent Children (AFDC), Supplemental Security Income, or Social Security Disability Insurance. Data were also obtained on psychiatric diagnosis, race, marital status, education, duration of homelessness in adulthood, household status, and reported disability. RESULTS: At baseline fewer than half of the respondents were receiving any entitlement income. The benefits of almost half of the AFDC and general assistance recipients were terminated during the 15-month period. Respondents who continued receiving entitlement income over the 15-month period were more likely to be black, to be women alone or with children, to have a family history of receiving welfare, and to report a disability. Respondents with dual disorders were six times more likely than others to have their benefits terminated. CONCLUSIONS: Entitlement income is tenuous for many homeless adults, particularly those with dual diagnoses.

Adult↗

PubMed2005

Maternal employment and income affect dietary calorie adequacy in households in Sri Lanka.

Nutritional deficiencies among children and mothers in lower-income households in Sri Lanka continue to be a major obstacle to the country's social and economic development. This study investigates the factors affecting dietary caloric adequacy in Sri Lanka, paying special attention to maternal income. An econometric analysis was performed using a household data set collected from a sample of 183 low-income households in the urban, rural, and estate sectors. The results showed that on average, mothers and children in the sample did not consume adequate levels of calories according to the recommendations of the Medical Research Institute of Sri Lanka. The mother's income and educational status, the number of children and adults in the family, and the ages, sexes, and birth orders of the children significantly influenced household and individual caloric adequacy. Specifically, the mother's income had a significant positive effect on the total caloric intake (CI) and caloric adequacy ratio (CAR) of the household, mother, and children and a significant negative effect on the relative caloric allocation (RCA) of the children. The results imply that when maternal employment generates extra income, the CIs of all individuals increase, yet the allocation of calories to the children of the household is reduced. Thus, provision of employment opportunities for mothers, along with adequate child-care facilities and nutritional educational programs, is a possible strategy to improve caloric adequacy among low-income households in Sri Lanka.

Adult↗

PubMed2004

Gender differences in the marriage and cohabitation income premium.

Using data from the 1979 National Longitudinal Survey of Youth, I identify causal effects of marriage and cohabitation on total family income. My goals are to compare men's and women's changes in financial status upon entering unions and to assess the relative contributions of adjustments in own income, income pooling, and changes in family size. Changes in own income that are due to intrahousehold specialization prove to be minor for both men and women relative to the effects of adding another adult's income to the family total. Women gain roughly 55% in needs-adjusted, total family income, regardless of whether they cohabit or marry, whereas men's needs-adjusted income levels remain unchanged when men make these same transitions.

Adult↗