Chronic pain: Evidence from the national child development study.

Using data from all those born in a single week in 1958 in Britain we track associations between short pain and chronic pain in mid-life (age 44) and subsequent health, wellbeing and labor market outcomes in later life. We focus on data taken at age 50 in 2008, when the Great Recession hit and then five years later at age 55 in 2013 and again at age 62 in 2021 during the Covid pandemic. We find those suffering both short-term and chronic pain at age 44 continue to report pain and poor general health in their 50s and 60s. However, the associations are much stronger for those with chronic pain. Furthermore, chronic pain at age 44 is associated with a range of poor mental health outcomes, pessimism about the future and joblessness at age 55 whereas short-duration pain at age 44 is not. Pain has strong predictive power for pain later in life: pain in childhood predicts pain in mid-life, even when one controls for pain in early adulthood. Pain appears to reflect other vulnerabilities as we find that chronic pain at age 44 predicts whether or not a respondent has Covid nearly twenty years later.

Covid and mental health in America.

Using 44 sweeps of the US Census Household Pulse Survey data for the period April 2020 to April 22 we track the evolution of the mental health of just over three million Americans during the COVID-19 pandemic. We find anxiety, depression and worry had two major peaks in 2020 but improved in 2021 and 2022. We show that a variable we construct based on daily inflows of COVID cases by county, aggregated up to state, is positively associated with worse mental health, having conditioned on state fixed effects and seasonality in mental health. However, the size of the effect declines in 2021 and 2022 as vaccination rates rise. For women and college educated men having a vaccine improved mental health. However, being vaccinated worsens mental health among less educated men.

The U-shape of Happiness in Scotland

We examine well-being in Scotland using micro data from the Scottish Health Survey and the UK Annual Population Surveys. We find evidence of a midlife low in Scotland in well-being at around age fifty using a variety of measures of both happiness and unhappiness. We confirm that higher consumption of fruit and vegetables is associated with higher levels of happiness in Scotland. We compare this with evidence for England from the Health Survey of England. The decline in well-being between youth and midlife is comparable in size to the loss of a spouse or of a job and around half of the fall in well-being in the COVID-19 lockdown. We also find a mid-life peak in suicides in Scotland. Despite higher mortality and suicide rates in Scotland than in England, paradoxically we find that the Scots are happier than the English. Northern Ireland is the happiest of the four home countries. We also find evidence of U-shapes in England, Wales and Northern Ireland in the mid to late forties.

The Economics of Walking About and Predicting Unemployment

Unemployment is notoriously difficult to predict. In previous studies, once country fixed effects are added to panel estimates, few variables predict changes in unemployment rates. Using panel data for 29 European countries over 439 months between 1985 and 2021 in an unbalanced country*month panel of just over 10000 observations, we predict changes in the unemployment rate 12 months in advance based on individuals’ fears of unemployment, their perceptions of the economic situation and their own household financial situation. Fear of unemployment predicts subsequent changes in unemployment 12 months later in the presence of country fixed effects and lagged unemployment. Individuals’ perceptions of the economic situation in the country and their own household finances also predict unemployment 12 months later. Business sentiment (industry fear of unemployment) is also predictive of unemployment 12 months later. The findings underscore the importance of the “economics of walking about”. The implication is that these social survey data are informative in predicting economic downturns and should be used more extensively in forecasting. We also generate a 29 country-level annual panel on life satisfaction from 1985-2020 from the World Database of Happiness and show that the consumer level fear of unemployment variable lowers well-being over and above the negative impact of the unemployment rate itself. Qualitative survey metrics were able to predict the Great Recession and the economic slowdown in Europe just prior to the COVID19 pandemic.

Biden, COVID and Mental Health in America

Using US Census Household Pulse Survey data for the period April 2020 to June 2021 we track the evolution of the mental health of nearly 2.3 million Americans during the COVID pandemic. We find anxiety, depression and worry peaked in November 2020, coinciding with the Presidential election. The taking of prescription drugs for mental health conditions peaked two weeks later in December 2020. Mental health improved subsequently such that by April 2021 it was better than it had been a year previously. The probability of having been diagnosed with COVID did not rise significantly in the first half of 2021 but COVID infection rates were higher among the young than the old. COVID diagnoses were significantly lower in States that had voted for Biden in the Presidential Election. The probability of vaccination rose with age, was considerably higher in Biden states, and rose precipitously over the period among the young and old. Anxiety was higher among people in Biden states, whether they had been diagnosed or not, and whether they were vaccinated or not. The association between anxiety and depression and having had COVID was not significant in Biden or Trump states but being vaccinated was associated with lower anxiety and depression, with the effect being larger in Biden states. Whilst being in paid work was associated with lower anxiety, worry and depression and was associated with higher vaccination rates, it also increased the probability of having had COVID.

The Mid-Life Dip in Well-Being: a Critique.

A number of studies-including our own-find a mid-life dip in well-being. Yet several papers in the psychology literature claim that the evidence of a U-shape is "overblown" and if there is such a thing that any such decline is "trivial". Others have claimed that the evidence of a U-shape "is not as robust and generalizable as is often assumed," or simply "wrong." We identify 409 studies, mostly published in peer reviewed journals that find U-shapes that these researchers apparently were unaware of. We use data for Europe from the Eurobarometer Surveys (EB), 1980-2019; the Gallup World Poll (GWP), 2005-2019 and the UK's Annual Population Survey, 2016-2019 and the Census Bureau's Household Pulse Survey of August 2021, to examine U-shapes in age in well-being. We find remarkably strong and consistent evidence across countries of statistically significant and non-trivial U-shapes in age with and without socio-economic controls. We show that studies cited by psychologists claiming there are no U-shapes are in error; we reexamine their data and find differently. The effects of the mid-life dip we find are comparable to major life events such as losing a spouse or becoming unemployed. This decline is comparable to half of the unprecedented fall in well-being observed in the UK in 2020 and 2021, during the Covid19 pandemic and lockdown, which is hardly "inconsequential" as claimed.

The U Shape of Happiness: A Response.

We write in response to an article published in this journal, "The U Shape of Happiness Across the Life Course: Expanding the Discussion," by Galambos, Krahn, Johnson and Lachman. The authors claim that "support for the purported U shape is not as robust and generalizable as is often assumed" and "we believe the conclusion that happiness declines from late adolescence to midlife (the first half of the U shape) is premature, and possibly wrong." We respectfully disagree. The authors' main evidence is based on summaries of 33 articles; they find 12 to have U shapes, seven to have none, and 14 to be mixed. We found that most of these articles are misclassified: Four of them are ineligible for inclusion, 25 find a U, and four are mixed. We then identified a further 353 articles, including 329 in peer-reviewed journals, that all found U shapes that were not identified in the literature review. This is a major omission. We also present our own evidence of midlife nadirs in well-being using around eight and a half million individual observations from nationally representative surveys for the United States and Europe. The midlife low occurs in the mid-40s and its drop is equivalent to roughly three quarters of the unprecedented drop observed in well-being during the COVID-19 pandemic.

The U-shape of Happiness in Scotland

Abstract We examine well-being in Scotland using micro data from the Scottish Health Survey and the UK Annual Population Surveys. We find evidence of a midlife nadir or zenith in Scotland in well-being at around age fifty using a variety of measures of both happiness and unhappiness. We confirm that higher consumption of fruit and vegetables is associated with higher levels of happiness in Scotland. We compare this with evidence for England from the Health Survey of England. The decline in well-being between youth and midlife is comparable in size to the loss of a spouse or of a job and around half of the fall in well-being in the COVID-19 lockdown. We also find a mid-life peak in suicides in Scotland. Despite higher mortality and suicide rates in Scotland than in England, paradoxically we find that the Scots are happier than the English. Northern Ireland is the happiest of the four home countries. We also find evidence of U-shapes in England, Wales and Northern Ireland in the mid to late forties.