The differences in life expectancy between the one per cent richest and one per cent poorest in Norway were 14 years for men and 8 years for women.
“It has surprised researchers and policy makers that even with a largely tax-funded public health care system and relatively evenly distributed income, there are substantial differences in life expectancy by income in Norway” says Dr Jonas Minet Kinge, senior researcher at the Norwegian Institute of Public Health. He is also Associate Professor in Health Economics at the University of Oslo.
“We also observe important differences between the USA and Norway. Life expectancy was higher in Norway than in the USA across most of the income distribution, except for the very highest and very lowest income percentiles, in which life expectancies were similar in the two countries. The largest differences in life expectancy between the countries were seen for the lower to middle income men and women,” he explains. Here, low and medium income refers to those who earn less than the median income but more than the five per cent lowest.
The purpose of the study was to describe income-based differences in life expectancy and causes of death in Norway during the period from 2005 to 2015, compared with corresponding calculations from the USA.
This is the first time that life expectancy is estimated by income percentiles in Norway and then analysed for cause of death. Furthermore, this is the first time that the association between income and life expectancy in Norway is compared directly with corresponding estimates for the USA, which was a very demanding analysis process.
When comparing the 1 per cent richest with the 1 per cent poorest in Norway (see Figure 1):
- Life expectancy in Norway was high among the richest one per cent of women. In this group, the average age was 86.4 years. These women lived on average 8.4 years longer than the one per cent of women with the lowest income.
- The poorest one per cent of men had the lowest life expectancy. In this group, the average age was 70.6 years, which was 13.8 years lower than among the one per cent of men with the highest income.
Figure 1: Blue curve shows life expectancy for men in different income groups. The poorest one per cent have a life expectancy of 70.6 years. The richest one per cent has a life expectancy of 84.5 years. Figures for women (red curve) are 78.0 and 86.4 years, respectively. See explanation percentiles.
When comparing the 25 per cent richest with the 25 per cent poorest, the differences in life expectancy are 8 years for men and 6 years for women. Higher mortality rates from cardiovascular disease, chronic obstructive pulmonary disease (COPD), lung cancer and other cancers explain the higher mortality overall among the low-income groups. Cancer deaths are more significant for men than women.
Deaths due to substance abuse and suicide were highest for the low-income groups under the age of 60, particularly among men in the 40-49 age group.
Life expectancy gap has increased
In the period 2005-2015, the life expectancy gap between the richest 25 per cent and the poorest 25 per cent increased (see figure 2):
- The richest 25 per cent women increased life expectancy by 3.2 years while the poorest 25 per cent reduced life expectancy by 0.4 years.
- The richest 25 per cent men increased life expectancy by 3.1 years and the poorest 25 per cent by 0.9 years.
Figure 2a: The figure shows trends in life expectancy for the 25 per cent of men with the highest and lowest income in Norway in the period 2005-2015. The estimates apply to 40-year-olds.
Figure 2b: The figure shows trends in life expectancy for the 25 per cent of women with the highest and lowest income in Norway in the period 2005-2015. The estimates apply to 40-year-olds.
Chronic diseases explain much of the life expectancy gap
Deaths from cardiovascular disease and cancer contributed most to the difference in life expectancy. Cardiovascular disease has decreased in all income groups but there is still some way to go before mortality in the low-income groups is on par with the high-income groups.
In the high-income groups there has been a decrease in cancer deaths but not among the low-income groups.
Smoking explains parts of the life expectancy gap and why low-income women did not increase their life expectancy in the period from 2005 to 2015. About 20 per cent of the income-based differences in life expectancy could be explained by smoking in this study.
“This is a descriptive study. We know little about why the differences are so great and why they are increasing. Studies from Sweden and other countries suggests that other factors besides money in itself explain why those with lower income have lower life expectancy. For example, those who have a low income live more often alone and often have a lower education. Furthermore, foetal life, upbringing and other environmental conditions can be important,” says Kinge.
“We need more research on the causes of the gradient. Fortunately, the research environment in Norway has the competence to link the health registries on an individual level with income, education and household information. Via such data merging we can perform more advanced analyses than most other countries, as this study also demonstrates,” he concludes.
The study shows that:
- Among the poorest one per cent of men and women, 50 per cent lived alone without children. Among the richest, the corresponding figure was about ten per cent.
- Among the poorest one per cent, 20 per cent had university and college education compared to just over 50 per cent among the richest one per cent.
Norway versus USA
The researchers compared the Norwegian results with a similar study from the USA during the same period.
For 40-year-olds, the comparisons show:
- Life expectancy was higher in Norway than in the USA across most of the income distribution, except for the very highest and very lowest income percentiles.
- The difference in life expectancy between the one per cent richest and poorest men in the USA is roughly the same as in Norway, while the difference is somewhat smaller for Norwegian women compared to American women.
- Poor Americans have had a significantly lower increase in life expectancy than rich Americans from 2001-2014. We observe the same tendency in Norway.
“The comparison is of interest to researchers because Norwegian health and education systems are largely funded by government spending, whereas in the USA the share of private funding has traditionally been higher. Furthermore, Norway has relatively low income inequalities compared with the USA,” says Kinge.
About the study
The study included 3 041 828 people aged at least 40 years and 441 768 deaths in Norway between 2005 and 2015.
The mean number of household members per person were 2.5.
The main outcomes were life expectancy at 40 years of age and cause-specific mortality.
Household income was defined as the sum of all household members' individual income, adjusted for household size. Income included wages, self-employment, capital income, taxable and tax-free transfers during the calendar year, after deduction of tax and negative transfers.
People without an income or with income from unregistered sources were not included in the study.
The study was based on data from the Norwegian Population Register, the Norwegian Tax Administration, the Cause of Death Registry and the Norwegian Educational Database.
Kinge, JM., Modalsli, JH., Øverland, S., Gjessing, HK., Tollånes, MC., Knudsen AK., Skirbekk V., Strand, BH., Håberg, SE., & Vollset, SE. (2019) Association of Household Income with Life Expectancy and Cause Specific Mortality in Norway, 2005-2015. JAMA ,32(19), 1-10