Redefining Old Age

What is old? If you ask my son, he’d probably give a non-numeric answer. “Anyone with white hair and glasses.” By his definition, I’ve been old since age 30.

If you ask the World Health Organization, they might say it depends on where you live, because people who live in more developed countries tend to live longer.

In 1965, Bernice Neugarten, a psychologist who researched aging, conducted a survey that asked people what old meant. Respondents said an old man was 65 to 75 years old, and an old woman was 60 to 75 years old. That they said women became “old” faster even though women tend to live longer is certainly a sign of the time.

By most dictionary-ish definitions, old age is what happens after middle age (with similarly fuzzy ranges), which is around 65.

Looking through the various definitions, 65 does seem to be the recurring number for the start of old age. But as we’ve seen, people continue to live longer on average. If we keep the same definition of “old”, then people are just going to be old for a longer part of their lives.

Old Age at the Same Time

Keep the definition of old age static, and people are “old” for longer.

= 1 MONTH

OLD AGE, FIXED

0 YEARS OLD

10

20

30

40

50

60

65

70

80

In 1930, only about 50% of males and 57% of females made it to the “old age” of 65. The key to staying young forever is to die earlier.

1930

MALE LIFE EXPECTANCY

FEMALE LIFE EXPECTANCY

As life expectancy increases, it grows more common to spend more years in old age. In 1960, the life expectancy for males was 66 years and 8 months. The life expectancy for females, who tend to live longer, was 73 years and 3 months.

With a fixed limit, females are “old” for longer.

1960

Because the old age threshold is fixed, a larger percentage of one’s life is spent being old.

1990

On average, males spend 11 years in old age and females spend 16 years, or 14% and 20% of their lives, respectively.

2020

OLD AGE, FIXED

50 years old

60

65

70

80

In 1930, only about 50% of males and 57% of females made it to the “old age” of 65. The key to staying young forever is to die earlier.

1930

= 1 MONTH

As life expectancy increases, it grows more common to spend more years in old age. In 1960, the life expectancy for males was 66 years and 8 months and 73 years and 3 months for females.

1960

Because the old age threshold is fixed, a larger percentage of one’s life is spent being old.

1990

On average, males spend 11 years in old age and females spend 16 years, or 14% and 20% of their lives, respectively.

2020

 

It appears that the definition of old needs to change with life expectancy, especially when you go back in time. In 1930, it was common for people to die before they even got to the old threshold, according to estimates from the Social Security Administration.

Here’s another way to look at it. Imagine a cohort of 100,000 people born during a year. The chart below shows how many are still alive up to a given age. The lines dip much sooner for 1930 than they do now.
 

 

You can also look at it by the average number of years left in one’s life, given your age, as shown below. At all ages, you’re expected to live longer now than you were in 1930 (surprise).
 

 

Warren Sanderson and Sergei Scherbov suggest that we classify old age by looking closer at the end. Instead of counting the number of years someone has lived (and whether or not they’re at least 65), we can go the other direction and look at the number of expected years left. They recommend the 15-year mark, as shown below.

Old Age Based on Years Left to Live

Now it changes depending on life expectancy. When people live longer, old age comes later instead of at a fixed age limit.

START OF OLD AGE FOR FEMALES

MALE LIFE EXPECTANCY

= 1 MONTH

0 YEARS OLD

10

20

30

40

50

60

70

80

FEMALE LIFE EXPECTANCY

There are also old age years now when we count by years remaining instead of using a fixed threshold.

1930

START OF OLD AGE FOR MALES

As life expectancy increases, the average number of years in old age stays the same.

1960

In other words, people are “old” for the same number of years on average and can be considered young and middle age for much longer.

1990

This provides guidance for saving income for the future and retirement, and likely shifts one’s age identity.

2020

= 1 MONTH

50 years old

60

70

80

There are also old age years now when we count by years remaining instead of using a fixed threshold.

START OF OLD AGE FOR FEMALES

MALE LIFE EXPECTANCY

START OF OLD AGE FOR MALES

FEMALE LIFE EXPECTANCY

1930

As life expectancy increases, the average number of years in old age stays the same.

1960

In other words, people are “old” for the same number of years on average and can be considered young and middle age for much longer.

1990

This provides guidance for saving income for the future and retirement, and likely shifts one’s age identity.

2020


 

This makes more sense than classifying those who are 65 and above as “old”. The marker moves with life expectancy.

Obviously there’s still a lot of variation between people who are the same age. Some people who are 65 might look 40, and vice versa. But if we’re going to put a concrete marker on it, hooking it in with life expectancy seems to be the way to go.

At the very least, it’s a lot better than my son’s white-hair-and-glasses classification scheme.

Become a member. Support an independent site. Make great charts.

See What You Get

Learn to Visualize Data See All →

How to Make Ternary Plots in R, with ggplot2

When you want to compare between three parts of your data, ternary plots might be a good option. Here is how to make them.

How to Visualize and Compare Distributions in R

Single data points from a large dataset can make it more relatable, but those individual numbers don’t mean much without something to compare to. That’s where distributions come in.

Getting Started with D3.js

Learn how to build a custom visualization using D3.js and get acquainted with the popular JavaScript library.

How to Customize Axes in R

For presentation purposes, it can be useful to adjust the style of your axes and reference lines for readability. It’s all about the details.

Favorites

Data, R, and a 3-D Printer

We almost always look at data through a screen. It’s quick and good for exploration. So is there value in making data physical? I played around with a 3-D printer to find out.

Counting Happiness and Where it Comes From

Researchers asked 10,000 participants to list ten things that recently made them happy. I counted and connected the dots.

Shifting Incomes for American Jobs

For various occupations, the difference between the person who makes the most and the one who makes the least can be significant.

What Qualifies as Middle-Income in Each State

The meaning of “middle-income” changes a lot depending on where you live and your household size.