Good News: Private Pension Funding Ratios Near 100%

Milliman Summary of 100 Largest Plans Offers Best Details

https://us.milliman.com/en/insight/2022-Corporate-Pension-Funding-Study

Just 5% of the largest plans have a funded status (assets/liabilities) less than 80%.

This is in spite of an increase in lower risk/lower return fixed income/bond funding growing from 30% to 50% of invested assets.

Plan assets took a big hit in 2008 but have slowly recovered.

Historically, 80% funded was considered to be “fully funded”. Corporations increased contributions after 2008 to slowly ensure plan funding ratios would increase. The 96% level in 2021 is unusually high, driven by many years of increased corporate cash contributions and higher than expected investment returns that have offset planned future investment returns which have dropped from 9% to 6.5%, thereby decreasing the ability of firms to simply rely upon investment returns to fund their pension liabilities.

Almost one-half of the largest firms have funded ratios of 90-105%, a very safe level. More firms have greater than 105% funding than have less than 90% funding.

Pension accounting is a complex and subjective area. Cash contributions have consistently exceeded the accounting basis expenses recognized. This reflects a conservative actual funding strategy.

The net unfunded pension liability is an immaterial share of the value of major corporations.

https://www.blackrock.com/institutions/en-us/insights/investment-actions/corporate-pensions-funding-ratios

Blackrock summarizes funded status for 200 large defined benefit pension plans. The funded ratio declined in 2008 and has slowly recovered. It reached 95% in 2021.

https://www.mercer.us/newsroom/s-p-1500-pension-funded-status-increased-by-13-percent-in-2021.html

Mercer summarizes 1,500 defined benefit pension plans. 80% funded is pretty typical since the Great Recession. Mercer reports 97% funded status at the end of 2021.

Summary

Defined benefit pension plans are an increasingly smaller share of all retirement savings plans. However, corporations are funding their future liabilities at a fully adequate level.

Red and Blue States: Federal Government Net Spending Subsidies

Using Current Senators to Denote 22 Red (Republican), 22 Blue (Democratic) and 6 Mixed states

Republican states (including 1/2 of mixed) contain 43% of population. Democratic states 57% of population.

https://www.infoplease.com/us/states/state-population-by-rank

Latest (2017) Analysis Shows Federal Revenues of $3.1T and Expenses of $3.7T (20% extra spending).

https://www.voanews.com/a/which-us-states-get-more-than-they-give/4809228.html

Some States Subsidize; While Others Are Subsidized

https://www.voanews.com/a/which-us-states-get-more-than-they-give/4809228.html

I have mapped this data onto the “Red vs. Blue” states list based on current senators.

Red (Republican) States Benefit Greatly

Democratic states pay 63% of all taxes, 5% more than their population share and 13% more than their senators’ (power) share.

Federal expenditures in Democratic states are 58% of the total, more than 4% less than their share of revenues contributed. Federal expenditures in Republican states are 42% of the total, more than 4% above their share of revenues contributed. Hence the total gap is almost 9% of the total.

The referenced article focused on two measures: net dollar subsidy (expenses > revenues) and net dollar subsidy per person.

I’m going to use a slightly different measure. The large (20%) difference between total expenditures and revenues skews these figures. I’d like to assume that the “equal” situation is one in which each party’s states pays the same ratio of revenues to expenses (or conversely, expenses to revenues). I’ve standardized the figures assuming that the “neutral” state receives 10.6% more expenditures than it pays in taxes, the same level as the Democratic states. Hence, by definition, the Democratic states, in total, are “neutral”. Their $2.155T expenditure is 10.6% higher than their $1.948T revenues.

The Republican states have $1.168T of revenues paid to the federal government but receive $1.555T of local expenditures. This is 33% more expenditures than revenues, a huge extra (22%) budget deficit. If the Republican spending was just 10.6% higher than revenues, it would be $1.292T, with a deficit of “just” $0.123T. This is $0.264T less than the actual deficit of $0.387T.

Subsidized States (>$10B)

6 Democratic states receive subsidies of more than $10 billion, totaling $180B.

Georgia (15), Michigan (16), New Mexico (17), Arizona (26), Maryland (29) and Virginia (78). Most of this is due to the DC employment and contracting bias.

Twice as many Republican states receive major subsidies, totaling $246B; $66B more than the Democratic states.

Indiana (10), Oklahoma (13), Arkansas (13), Louisiana (14), Tennessee (19), Mississippi (19), Missouri (19), South Carolina (21), Florida (26), North Carolina (26), Alabama (29) and Kentucky (38). Ironically, much of this excess spending was started when Democrats controlled southern states through much of the twentieth century.

Subsidizing States

Texas sends $19B more revenues to the federal government than it receives in expenditures, the only large subsidizing Republican state.

Seven Democratic states provide major subsidies to the federal government, totaling $218B, for a net subsidy versus Republican states (Texas) of $199B.

Washington (10), Illinois (19), Connecticut (20), Massachusetts (26), New Jersey (34), California (46) and New York (63). These states have the highest per capita incomes, so with a progressive income tax system, they pay a disproportionate share of federal taxes. (The state and local tax limit on deductions for federal taxes is a big issue in these states).

Summary

The Senate’s seats are based on geography, providing a major benefit to states with more rural and less urban/metro populations, benefitting the Republican party today more than in previous decades when Democrats were competitive in some of these states. Southern and rural states (Red, Republican) have lower incomes and receive more federal spending than coastal states (Blue, Democratic). In total, the Democratic states are paying 63% of taxes, while receiving 58% of federal expenditures, yet have just one-half of the senators and political power to determine taxing and spending policies. This discrepancy serves to reinforce the increasingly polarized political environment in the US.

Good News: US Death Rates Cut in Half From 1960-2019

https://www.cdc.gov/nchs/data/nvsr/nvsr70/nvsr70-08-508.pdf

https://www.cdc.gov/nchs/products/nvsr.htm

https://www.infoplease.com/us/health-statistics/deaths-major-causes-1960-2011

Heart Disease Deaths Down 2/3rds

Cancer Deaths Down 1/4th

Strokes Down 3/4ths

Accidents Down 1/6th

Flu + Pneumonia Down 2/3rds

Liver Disease Deaths Down 1/3rd

Diabetes Deaths Flat

Suicide Deaths Flat / Up 5%

Chronic Respiratory Diseases Up 2X, 20/100K

Alzheimer’s Disease Up 2X (reporting issues), 20/100K

Kidney Disease Up 2X; 7/100K

Blood Diseases Up 2X: 1/100K

Deaths from Top 12 Causes Cut in Half

The US Political Split Grows

Dems Win Even Fewer Counties in 2016, But an Increased 64% of GDP!

https://www.brookings.edu/blog/the-avenue/2016/11/29/another-clinton-trump-divide-high-output-america-vs-low-output-america/

The rural versus urban split in American politics was very clear in the 2016 presidential election.

Trump Won 2016 in Rural Leaning Areas

https://www.brookings.edu/blog/the-avenue/2016/11/11/the-small-town-big-city-split-that-elected-donald-trump/

Democrats are the Metro Party, Representing Just 20% of the Land Area

Democratic Congressional Districts are Increasingly More Economically Productive

https://www.brookings.edu/blog/the-avenue/2018/11/16/americas-two-economies-remain-far-apart/

Larger Metro Areas Continue to Grow Faster

https://www.brookings.edu/research/countering-the-geography-of-discontent-strategies-for-left-behind-places/

Threat of Automation Job Reduction Haunts Republican States More

https://www.brookings.edu/blog/the-avenue/2019/03/25/automation-perpetuates-the-red-blue-divide/

Trump Counties Employment Growth Increased in 2018, Due to Cyclical Expansion of Maunfacturing

https://www.brookings.edu/blog/the-avenue/2019/05/06/trump-counties-may-be-winning-a-bit-more-but-their-prognosis-remains-dim/

Democratic versus Republican Local Economies Split Becomes Much Clearer by 2018

https://www.brookings.edu/blog/the-avenue/2019/09/10/america-has-two-economies-and-theyre-diverging-fast/

Dems represent just 20% of the US land area.

Dem GDP/district is 50% higher than Republican areas.

Dem district median income is 15% higher.

Dem district productivity is 75% higher.

Dem districts have 36% college degree holders versus 28%.

Reps have more basic manufacturing (56%) and agriculture/mining (60%).

Dem districts have more foreign-born population (20/8) and more non-white residents (50/28).

Biden Democratic Coalition Represents 71% of US $GDP

https://www.brookings.edu/blog/the-avenue/2020/11/09/biden-voting-counties-equal-70-of-americas-economy-what-does-this-mean-for-the-nations-political-economic-divide/

Democrats Represent 61% of GDP at Senate Level

Just 6 of 50 states have split US Senate representation. WV, OH, PA, ME, WI and MT account for slightly less than 10% of the 2021 US GDP.

Republicans have 2 Senators in 22 states, which account for $6.6T of GDP.

Democrats have 2 Senators in 22 states, which account for $10.8T of GDP.

Splitting the GDP for the 6 split states 50/50 results in $7.5T in Republican states and $11.7T in Democratic states. The Democratic states have 57% greater GDP in 2021.

The Democratic percentage advantage in 1997 GDP per state is identical. Republican states produced $4.5T while Democratic states produced $7.1T. Between 1997 and 2021, Democratic and Republican states grew at equal percentages. In dollar terms, Democratic states added $4.6T, while Republican states added $3.0T.

Percentages are difficult to digest. One way to compare the 2021 GDP of the two parties is to use “paired comparisons” and then examine the remaining non-paired states. 13 roughly equal pairs can be identified. WY-VT, AL-RI, ND-DE, ID-MA, KS-NV, MS-NH, AR-NM, SC-OR, LA-AZ, MO-CT, TN-MN, IN-MD and NC-MA.

The remaining Republican states have lower $GDP figures but can be mapped to equal $GDP Democratic states. IA+NE+SD=CO. FL+TX=CA. KY+AL+OK+UT=IL.

This leaves 6 states that represent the $4.5T (57%) Democratic state advantage: Michigan ($0.5T), New Jersey ($0.6T), New York ($1.5T), Virginia ($0.5T), Georgia ($0.6T) and Washington ($0.6T).

Summary

The Post-Trump Republican Party is distinctively different, representing a broader share of the American geography, but a smaller share of its income, production and diversity. This split reinforces the polarizing tendencies of recent decades, making attempts to find “common ground” at the national level more difficult.

Good News: Urban America is Growing Very Nicely

Rural America Grew Very Slowly in the 20th Century, Flattened and May Now be Declining

There are a variety of measures of “rural” US population. The Census Bureau has used local populations of 2,500+ to define urban. It focuses on population density and commuting to define urban counties that map to metropolitan (urban) areas. Other federal agencies use other definitions. Overall, the basic trends are clear.

https://www.hrsa.gov/rural-health/about-us/what-is-rural

The US Census Bureau’s detailed measure of “urban areas” essentially says that any area with 2,500+ people is an “urban” area. This clearly exaggerates the urban population, but this approach has been used for more than a century on a consistent basis, providing useful data. The 2020 measure of urban has been proposed using about 5,000 as the minimum for “urban”, but this definition has not been finalized.

I have focused on the Metropolitan Statistical Areas (MSA) as defined in 2020 and recreated their populations back to 1900 based upon the county to MSA maps.

The measure of “percent urban” based upon the metro areas with 100K+ population or 250K+ populations very closely tracks the US Census Bureau’s detailed definition of urban areas (and therefor rural areas).

In summary, US urban population grew from 40% of the total in 1900 to 70% in 1970, about 3/7ths (0.42) of a percent more urban every year for 70 years. The move to “urban” continued in the next 50 years, but at a much slower rate, just 1/5th of a percent per year. But, this accumulates to move the urban percentage from 70% to 80%.

Growth of Very Large Metro Areas Has Driven the Growth in Urban Areas

The 4M+ metro areas have grown the most. The 2M+ and 1M+ areas have also grown. The smaller metro areas have made a smaller contribution to the growth of “urban” America.

The 50th Largest US Metro Area’s Population Has Increased 5-Fold Between 1900 and 2020

The Number of US Metro Areas with 1M, 2M or 4M Populations Has Expanded for a Century

Decade Reaching 1 Million Population                    

1900 New York Chicago Philadelphia Boston Pittsburgh St. Louis
1910
1920 Detroit Cleveland
1930 Los Angeles San Francisco Mpls-St Paul Baltimore Cincinnati Providence
1940 Washington
1950 Dallas-Ft Worth Houston Atlanta Seattle
1950 Kansas City Milwaukee Buffalo
1960 San Diego Columbus, OH Indianapolis
1970 San Bernardino Phoenix Tampa-St. Pete Denver Portland, OR
1970 Charlotte San Jose Virginia Beach New Orleans Hartford
1980 Miami Sacramento San Antonio
1990 Orlando Nashville Memphis Rochester
2000 Austin Las Vegas Louisville Oklahoma City Richmond Jacksonville
2010 Birmingham Salt Lake City Raleigh
2020 Tulsa Fresno Tucson

Decade Reaching 2 Million Population                    

1900 New York Chicago Philadelphia
1910 Boston
1920 Pittsburgh
1930 Detroit Los Angeles
1940
1950 San Francisco
1960 St. Louis Cleveland
1970 Mpls-St Paul Baltimore Washington Dallas-Ft Worth Houston
1980 Atlanta Seattle
1990 San Diego San Bernardino Phoenix Tampa-St. Pete Miami
2000 Cincinnati Denver
2010 Kansas City Portland, OR Charlotte Sacramento San Antonio Orlando
2020 Columbus, OH Indianapolis Austin Las Vegas

Decade Reaching 4 Million Population            

1900 New York
1910
1920
1930 Chicago
1940
1950 Los Angeles
1960 Philadelphia
1970 Detroit
1980
1990 Boston Washington Dallas-Ft Worth Miami
2000 San Francisco Houston Atlanta
2010 San Bernardino Phoenix
2020 Seattle

The Rapid Growth of the Largest US Metro Areas Has Driven the Growth of the Total Population

The Tipping From Very Slow Rural Growth to Possible Decline Has Attracted Attention from Demographers and Political Commentators

https://www.census.gov/library/visualizations/2021/dec/percent-change-county-population.html
https://carsey.unh.edu/publication/rural-depopulation
https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/08/10/shrinking-rural-america-faces-state-power-struggle
https://www.ers.usda.gov/data-products/charts-of-note/charts-of-note/?topicId=4e8a0642-e40d-4299-906e-906bbaaf9e4d

https://www.businessinsider.com/how-the-2020-election-revealed-divide-in-american-dream-2020-11

https://dailyyonder.com/rural-population-declines-slightly-over-last-decade-census-shows/2021/09/07/

https://www.richmondfed.org/publications/research/econ_focus/2020/q1/district_digest

Summary

The disproportionate growth of “urban” and very large urban metro areas has continued in the last 50 years. This has a tremendous impact on the lives and perspectives of those in relatively declining rural and growing urban areas.

US Murder Rates Up in 2020-21

https://www.cnn.com/2021/12/12/us/homicides-major-cities-increase-end-of-year-2021/index.html

Above: Another Murder in Bridgeport Neighborhood of Chicago, My Home 2010-18

https://crime-data-explorer.app.cloud.gov/pages/explorer/crime/crime-trend

1985-95 8/100K. 1999-2008 5.5/100K. 2009-19 5/100K.

1966-2020 Context. 1970-95 Very High Rates.

https://www.pewresearch.org/fact-tank/2021/10/27/what-we-know-about-the-increase-in-u-s-murders-in-2020/

Twentieth Century Context: US Has High Homicide Rates

https://en.wikipedia.org/wiki/Crime_in_the_United_States#/media/File:Homicide_rates1900-2001.jpg
https://www.jrsa.org/projects/Historical.pdf

Relative Violent Crime Rates

https://usafacts.org/data/topics/security-safety/crime-and-justice/crime-and-police/violent-crimes/?utm_source=google&utm_medium=cpc&utm_campaign=ND-StatsData&gclid=Cj0KCQjw8_qRBhCXARIsAE2AtRYrdjEGFcHhSe1xpRQXCK59y0pe3Dkh9pOCg2WBHhO3fRPrXWDCz0QaAuqYEALw_wcB

Firearms Involved in Homicides and Suicides

https://usafacts.org/state-of-the-union/crime/

Homicide Rate Up 30% in 2020, 5% in 2021

https://www.pewresearch.org/fact-tank/2021/10/27/what-we-know-about-the-increase-in-u-s-murders-in-2020/

Focus on Rates Per 100K for US or All Cities, Not Counts in Individual Cities

https://abcnews.go.com/US/12-major-us-cities-top-annual-homicide-records/story?id=81466453

Many Factors Proposed to Explain the Increase

https://www.vox.com/2020/8/3/21334149/murders-crime-shootings-protests-riots-trump-biden

https://www.theatlantic.com/ideas/archive/2021/09/america-having-violence-wave-not-crime-wave/620234/

Good News: US Property Crime Rates Cut in Half Since 1998

https://crime-data-explorer.app.cloud.gov/pages/explorer/crime/crime-trend
https://ncvs.bjs.ojp.gov/multi-year-trends/crimeType

Property Crime Rates Were Very High 1975-90

https://www.factcheck.org/2020/06/trump-wrong-on-crime-record/

FBI and Bureau of Justice Data Both Show Declines, Reporting of Crimes Remains Consistent

https://www.pewresearch.org/fact-tank/2020/11/20/facts-about-crime-in-the-u-s/

Property Crime Rates Have Fallen Despite Changes

https://porch.com/advice/most-urbanized-states
https://www.pewresearch.org/social-trends/2018/05/22/demographic-and-economic-trends-in-urban-suburban-and-rural-communities/
https://www.pewresearch.org/fact-tank/2020/08/20/key-findings-about-u-s-immigrants/
https://www.pewresearch.org/fact-tank/2021/08/23/most-americans-say-the-declining-share-of-white-people-in-the-u-s-is-neither-good-nor-bad-for-society/
https://www.pewresearch.org/social-trends/2020/01/09/trends-in-income-and-wealth-inequality/
https://theconversation.com/gun-violence-has-fuelled-enduring-trust-issues-for-many-americans-144413
https://www.pewresearch.org/social-trends/2014/03/07/millennials-in-adulthood/
https://www.pewresearch.org/fact-tank/2016/04/13/americans-divided-on-how-much-they-trust-their-neighbors/

Good News: Violent Crime Rates Are Way Down (Especially in Urban Areas)

https://ncvs.bjs.ojp.gov/quick-graphics#quickgraphicstop
https://crime-data-explorer.fr.cloud.gov/pages/explorer/crime/crime-trend
https://ncvs.bjs.ojp.gov/quick-graphics#quickgraphicstop

Disclaimer

Yes, murder rates are up in 2019, 2020 and 2021, especially in big cities. I’ll address this subcategory of violent crimes in a separate analysis.

Rural Versus Urban Area Violent Crime Rates

There are claims that rural violent crime rates now exceed urban violent crime rates. I find no conclusive evidence to support these claims.

https://www.governing.com/archive/gov-crime-rural-urban-cities.html

https://bjs.ojp.gov/sites/g/files/xyckuh236/files/media/document/cv20.pdf

The US Bureau of Justice recently revised its definitions of urban, suburban and rural locations. The rural violent crime rate appears to be 20-25% lower than the urban crime rate. Note that rural property crime rates are 60% lower than urban rates.

Rural Versus Urban Violent Crime Trends

I’m not finding any consistent long-term “rural versus urban” crime rate statistics. As a substitute, I’m comparing the 15 most rural states versus the 15 most urban states based upon the “538” definition.

I’m choosing to focus on 2000-2010-2020 to simplify the analysis. Crime rates were dropping “like a rock” from 1993-2000 everywhere (see above).

https://crime-data-explorer.fr.cloud.gov/pages/explorer/crime/crime-trend

The total US violent crime rate dropped by an additional 22% from 2000 to 2010. It was flat between 2010 and 2020.

15 Urban States

The 15 most “urban” states averaged 508 events/100,000 people in 2000, above the national average. This group dropped by 19% in the first decade to 413 incidents per 100K people. This subset of states continued its downward trend by 13% in the next decade, reaching 361 reported violent crimes per 100K in 2020. At 361 incidents, these 15 relatively urban states had a violent crime rate 10% below the national average of 400.

Urban 15: WA, PA, CO, TX, AZ, CT, FL, IL, MD, RI, NV, MA, CA, NJ, NY.

The greatest reductions in violent crime rates in these “urban” states occurred in Florida, Maryland, New Jersey and Connecticut.

https://crime-data-explorer.fr.cloud.gov/pages/explorer/crime/crime-trend

15 Rural States

The 15 most rural states had crime rates of 321, 309 and 400 versus the national averages of 510, 400 and 400. The 15 rural states in 2000 had violent crime rates more than one-third lower than the national average. By 2020, they had increased to match the national average.

Rural 15: WY, MT, SD, AK, VT, MS, ME, ND, WV, AR, IA, ID, AL, KY, NM.

Six of the 15 states had very high violent crime rate increases. North Dakota and South Dakota based upon the “fracking” boom disruptions and Vermont, Montana, Arkansas and Alaska based upon other drivers.

https://crime-data-explorer.fr.cloud.gov/pages/explorer/crime/crime-trend

Summary

Despite the news media’s focus on urban homicide rates in 2019-20-21, the overall US violent crime rate continued to fall from 2000-2010 after an amazing drop from 1993-2000 and then stayed constant/flat for the next 10 years. This “flat” crime rate from 2010 to 2020 was AFTER a 40% drop in violent crime measured by the FBI stats and a 75% drop measured by the Bureau of Justice surveys of crime victims from 1993-2010.

The 15 urban states’ violent crime rates fell by 29% between 2000 and 2020. The 15 rural states’ violent crime rates INCREASED by 25% between 2000 and 2020, then roughly equaling the national average.

Violent crime rates fell by another 10% between 2010 and 2014, reaching a modern low. Unfortunately, they increased back to the 2010 level in 2020.

Good News: Lower US Workplace Injury and Death Rates

Injuries

https://fitsmallbusiness.com/workplace-injury-statistics/
https://www.bls.gov/charts/injuries-and-illnesses/total-nonfatal-work-injuries-and-illnesses-by-year.htm#
https://www.bls.gov/opub/mlr/2015/article/the-quest-for-meaningful-and-accurate-occupational-health-and-safety-statistics.htm
https://www.globaltrademag.com/industries-with-the-highest-rates-of-workplace-injuries/
https://www.workerscompensation.com/news_read.php?id=27835
https://www.workerscompensation.com/news_read.php?id=27835
https://www.bls.gov/charts/injuries-and-illnesses/number-and-rate-of-nonfatal-work-injuries-and-illnesses-by-industry.htm
https://www.bls.gov/iif/oshwc/osh/os/osch0054.pdf
https://www.bls.gov/opub/mlr/2015/article/the-quest-for-meaningful-and-accurate-occupational-health-and-safety-statistics.htm
https://www.bls.gov/iif/oshwc/osh/os/osch0054.pdf

Workplace Fatalities

https://www.insurancejournal.com/news/national/2020/02/21/558963.htm
https://www.bls.gov/news.release/pdf/cfoi.pdf
https://govfailure.com/item/osha-didnt-speed-decline-in-workplace-deaths/

1915 rate estimated to be 60.

https://www.bls.gov/opub/mlr/2016/article/the-life-of-american-workers-in-1915.htm

https://www.bls.gov/news.release/pdf/cfoi.pdf
https://www.bls.gov/iif/oshwc/cfoi/cfch0016.pdf
https://www.bls.gov/charts/census-of-fatal-occupational-injuries/number-of-fatal-work-injuries-by-employee-status-self-employed-wage-salary.htm
https://www.bls.gov/iif/oshwc/cfoi/worker_memorial.htm
https://www.cdc.gov/mmwr/preview/mmwrhtml/mm4822a1.htm
https://www.bls.gov/news.release/pdf/cfoi.pdf
https://www.cdc.gov/mmwr/preview/mmwrhtml/mm4822a1.htm
https://www.bls.gov/iif/oshwc/cfoi/worker_memorial.htm
https://www.cdc.gov/mmwr/preview/mmwrhtml/mm4822a1.htm
https://www.bls.gov/charts/census-of-fatal-occupational-injuries/number-and-rate-of-fatal-work-injuries-by-industry.htm
https://www.bls.gov/iif/oshwc/cfoi/worker_memorial.htm
https://www.bls.gov/iif/oshwc/cfoi/cfch0016.pdf
https://www.bls.gov/charts/census-of-fatal-occupational-injuries/civilian-occupations-with-high-fatal-work-injury-rates.htm
https://www.bls.gov/iif/oshwc/cfoi/cfch0013.pdf
https://www.bls.gov/charts/census-of-fatal-occupational-injuries/number-and-rate-of-fatal-work-injuries-by-occupation.htm
https://www.publichealthpost.org/databyte/men-hard-at-work/
https://www.insurancejournal.com/news/national/2020/02/21/558963.htm
https://www.bls.gov/charts/census-of-fatal-occupational-injuries/rate-of-fatal-work-injuries-per-100000-fte-by-age.htm

The baby boomers have caused the relatively higher death rate aged 55+ groups to almost double their share of total workers. While the death rate for EACH age group has gone down in the last 20 years, the blended average has been flat for the last decade.

Covid Provided Special Challenges and the Results Could Always Be Even Better

https://www.bls.gov/news.release/pdf/osh.pdf

https://www.cnbc.com/2021/12/29/bls-estimates-that-13-us-workers-die-on-the-job-per-day-on-average.html

https://aflcio.org/reports/death-job-toll-neglect-2021