Guide to Economic Mobility in Colorado - The Bell Policy Center

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CONTINUE READING
Guide to
Economic Mobility
   in Colorado

      The Bell
      Policy Center
Contents
Education - page 22
Early Childhood - page 22
Postsecondary & Training - page 26                   Health - page 37

                               Demographics - page 5
                               Colorado’s Economy - page 9
                               Public Investments - page 16
                               Automation - page 19

Work Policies - page 50
Making Pay Work - 50                                 Building Assets - page 42
Making Work Pay - 55
Rejoining the Workforce - 66
Retirement Ready - 68                     Housing - page 45

2
Introduction
The Bell Policy Center is pleased to release our Guide to Economic Mobility in Colorado.
We hope it offers a comprehensive look at the barriers and opportunities communities
face as we work to ensure economic mobility for every Coloradan.

After a year of conversations across the state and intensive research, it’s clear to us that
despite Colorado’s overarching economic growth, too many Coloradans are not feeling
the benefits of our state’s exceptional prosperity. Many of our fellow citizens feel stuck and
see the American Dream as elusive. Even still, there is pride in and optimism about the
Colorado way of life.

This guide explores how the forces of shifting demographics, economic inequality,
shrinking public investments, and technological change make economic mobility a steep
uphill climb. Despite the challenges these forces present, we continue to believe
successful use of policy levers in areas like education, health, housing, and labor and
employment law can make that climb easier. Throughout this guide, we take measure of
how we use those levers and offer ideas for how we can do better.

Our hope is the information, analysis, and recommendations offered here fuel a robust
conversation about economic mobility in Colorado. We recognize there will be diverse
perspectives on this information and welcome an open dialogue to discuss them.

The Bell Policy Center believes it’s within our power to raise the economic floor, build a
diverse and thriving middle class, and embrace innovation in Colorado. To do that, we
need the facts and ideas for how to change our trajectory. We’re confident this guide
provides just that.

                                                                                             3
Guide to Mobility: Key Takeaways
Forces
Colorado is growing older and more diverse.          and the state’s for-profit students face even
Notably, Hispanics will comprise one-third of        higher average debt than other students.
Colorado’s population by 2050, but will make
up more than 60 percent of new entrants to           Combined two-generation approaches to
the workforce by that time. This underscores         early childhood and postsecondary challenges
the importance of closing equity gaps today.         show enormous potential for cost-effective
                                                     ways to improve outcomes.
Colorado’s overall economic recovery stands
out, but gains have been uneven throughout           A historic number of Coloradans now have
the state. Distressed communities persist both       health insurance — at 6.5 percent, Colorado’s
in rural and metro areas and Colorado is             uninsured rate is down significantly from the
adding more low-wage jobs than any other.            18 percent it was 10 years ago, but crucial
When adjusted for inflation, average weekly          pressure points still exist. A new study of 23
wages have only risen $33 since 2000.                states finds Coloradans spend the most on
                                                     out-of-pocket costs.
Colorado families are hit particularly hard by
the impact of low investment in public               Lack of affordable housing is a top concern for
programs. At 3.7 percent, Colorado is investing      Coloradans. A household must make $21.97 to
a historically low percentage of its economy in      afford rent and utilities in Colorado, but the
services funded through the state’s General          average renter wage is only $17.13. Nearly half of
Fund.                                                all Colorado renters are cost burdened, with an
                                                     additional 24 percent severely cost burdened.
As automation puts Colorado at a critical
juncture over the next two decades, 477,000          In the workplace, updating wage, benefits,
Colorado workers are likely to be affected by        and worker protection practices would have
changes in technology. Most of these are             positive implications for our state. Gender pay
workers in low-skill, low-wage jobs.                 equity could mean the state’s poverty rate
                                                     from 5.6 percent to 2.8 percent. Implementing
Levers                                               the Obama administration’s proposed
                                                     overtime eligibility changes would benefit
High-quality early childhood education has           248,000 salaried Coloradans, especially female,
become cost prohibitive for many families. The       black, and Hispanic workers.
Colorado Preschool Program (CPP), which was
designed to subsidize costs for low-income           Child care poses a huge challenge for working
families, is only serving 20 percent of Colorado’s   parents, as 64 percent of Colorado children
3- and 4-year-olds.                                  under the age of six live in a home where all
                                                     primary caregivers work, but Colorado’s Child
Our changing workforce necessitates greater          Care Assistance Program (CCCAP) only serves
attention to postsecondary education. More           13 percent of eligible families.
must be done to further educate the 9 percent
of Coloradans who haven’t completed a high           Colorado risks future public funding liabilities if
school diploma or its equivalent, but we also        it doesn’t address the high costs of long-term
need new approaches to meet the needs of             care, the lack of options to save for this
the more than 30 percent of undergraduates           expense, and retirement savings in the state.
aged 25 and older in our postsecondary system        Care for seniors is among the biggest cost
in an affordable way. Colorado’s outstanding         drivers in Medicaid and is projected to grow,
student loan debt now totals $24.75 billion,         and half of Coloradans don’t have access to
                                                     retirement plans at work.
4
Forces
  As many fight to enter or remain in today’s shrinking middle class, the road to opportunity is
  littered with hurdles hardworking Americans are expected to clear with varying levels of
  assistance. These are exacerbated by what the the Bell Policy Center identifies as “forces.”

  This guide provides insight on some of the specific forces impeding Coloradans’ ability to get
  ahead and stay ahead. The examination of these forces offers the necessary lens to
  understand where we are and how we got here, but also sheds light on the unfair challenges
  Coloradans face due to outdated practices that can be solved with progressive and inclusive
  policymaking.

             Demographics:
             A Changing Colorado
Colorado’s changing demographics have                         Between 2010 and 2015, Colorado’s population
far-reaching implications for our state’s                     grew by about 400,000, almost all of whom
economic growth. A key indicator in                           settled along the Front Range. Although the
determining prosperity and need across the                    rate of net in-migration slowed in 2016, another
state, demographics help us understand                        460,000 people are expected in Colorado by
demands for housing, transportation, schools,                 2020, most of them headed to the Front
and other public services. Because                            Range.
demographics affect so much of how Colorado
operates, it’s imperative to recognize how                                               Expected  Population Growth
                                                                                             Expected Population Growth
these elements play into the vision of
economic opportunity.
                                                                          500,000
                                                                                              459,143
                                                                          450,000
                                                                                    398,120                       399,951
                                                                                                        387,140
Population Growth
                                                                          400,000
                                                   Number of Coloradans

                                                                          350,000

                                                                          300,000
Overall, Colorado is growing faster than most
                                                                                                                            271,823
                                                                                                                                      246,376
                                                                          250,000
states — it was the eighth fastest state in                               200,000
absolute population growth in 2016 — but our
                                                                          150,000
population is increasing more slowly than it
                                                                          100,000
has in the past. In recent years, Colorado has                                                                                                           59,191
                                                                           50,000
seen a 1.6 percent annual uptick in population,                                                                                                 10,980

nearly half the 3 percent annual growth in the
                                                                               0
                                                                                       Colorado          Front Range        Denver Metro Non-Front Range
1990s. Still, Colorado’s population is projected
to grow from 5.6 million people in 2017 to 8.7                                                      2010-2015         2015-2020
                                                                             Source: Colorado Demography Office, Population Estimates 2010-2015, 2015-2020
million in 2050, driven overwhelmingly by
newcomers moving to the state.

                                                                                                                                                                  5
Front Range Population Growing, Rural Shrinking
              Percent Population Change in Colorado Counties with Largest Population Losses and Gains

                                                                Larimer               Weld                                    Phillips
              Moffat
                                                Jackson          10.7%                11.9%                                    -3.5%
              -6.7%
                                                 -2.5%

                                                   Grand          Boulder        Broomfield
       Rio Blanco                                   -1.3%          7.8%             15.2%
          -1.3%                                                                               Adams
                                                                                               10.4%
                                                              Denver                  Arapahoe 9.4%
                                                               12.5%

                                                                                                                       Kit Carson
                                                            Jefferson      Douglas                                        -0.6%
                                                              5.4%          12.2%

                                                                        Teller                                             Cheyenne
                 Delta                                                             El Paso
                                                                         0%                                                  -0.2%
                  -3%                                                               7.8%

              Montrose
                                                                Fremont                                                    Kiowa
                -1%
                                                                  -0.4%                            Crowley                 -0.2%
                                                                                                    -4.6%
                                              Saguache
                            Hinsdale            -0.8%                                                             Bent        Prowers
                              -9%                                                                    Otero        -10.1%        -5%
    Dolores                                                                                           -3%
     -4.3%                                                                Huerfano
                                            Rio Grande                      -3%
                                               -4.9%
                                                                                                                              Baca
                                                                                              Las Animas
                                                                                                                              -5.3%
                                                                                                 -8.7%
                                                 Conejos
                                                  -2.5%

                         Source: Colorado Demography Office, Colorado Population Estimates by County, 2010-2016
    Counties with population loss             Counties with population gain              No data

Outside of the Front Range, the population in                         While stagnant and declining areas have fewer
25 counties declined between 2010 and 2015.                           jobs and economic opportunities, they often
With more people moving out than in and                               have lower living costs and are less crowded,
deaths outnumbering births, these counties                            which can be enticing and spur growth. Since
will struggle to sustain their population over                        Colorado has several communities that are
the long run.                                                         growing while others are declining, helping the
                                                                      latter prosper from statewide growth is
Growing and declining populations both have                           important to promoting economic
attributes that may encourage or discourage                           opportunities throughout Colorado.
economic growth. Growing areas spin off lots
of economic opportunities that attract people,                        One of the critical resources needed to
which means greater demand for housing,                               generate growth in rural parts of Colorado is
transportation, and other resources. If supply                        broadband internet access. While many rural
does not or cannot keep pace, these areas                             towns located along major highways have
become congested, expensive, and less                                 broadband access, almost one-quarter of rural
attractive.                                                           residents don’t, including many living in large
                                                                      portions of the Eastern Plains and mountains.
                                                                      The lack of high-speed internet affects how
6
schools, hospitals, and businesses operate and                                Four out of every 10 workers in Colorado are
 can make a difference in an area’s growth. The                                baby boomers and as they retire, our workforce
 Bell met with members from several Colorado                                   will undergo a major transformation.
 communities during the summer of 2017, and
 those on the Western Slope and in                                             Approximately 1 million workers are projected
 northwestern Colorado shared the importance                                   to age out of the workforce by 2030, with most
 of broadband access. The Governor’s Office of                                 expected to leave between 2020 and 2030.
 Information Technology is leading the efforts                                 Education, health, utilities, mining, and
 to increase coverage and capacity of                                          government are industries with a larger
 broadband throughout Colorado, including                                      number of older workers and will rely on
 mapping the availability of service and                                       replacing retiring workers; this will open the
 pursuing strategies to expand access. Ensuring                                door for new workers to find their place in
 all parts of Colorado have access to broadband                                Colorado’s workforce.
 is one strategy to help all communities benefit
 from Colorado’s economic growth.                                              In addition, senior spending on health care
                                                                               and other services is projected to drive an
 Colorado Is Getting Older                                                     almost 70 percent increase in jobs such as
                                                                               personal care aides, retail sales persons, and
 Historically, Colorado has had a relatively low                               registered nurses over the coming decade.
 share of residents 65 and older; in 2015,
 Colorado was the 13th youngest state in the                                   If there are not enough new workers with the
 nation with a median age of 36.5.                                             appropriate skills to fill the jobs vacated by
                                                                               retiring employees, Colorado runs the risk of
 During the same time, Colorado’s growth rate                                  constraining economic growth. Further
 in the 65-and-over and 85-and-over population                                 limitation may come from the decline in
 was the third and 15th fastest in the country,                                incomes as Coloradans retire and live on
 respectively. This is largely due to the number                               pensions and savings.
 of baby boomers (born between 1946 and 1964)
 in the state.                                                                 With less spending from households headed
                                                                               by 65-and-older Coloradans comes reduced
 Baby boomers account for 1 out of every 4                                     overall demand and slower economic growth.
 Coloradans and as they get older, so too does                                 The drop in income and overall household
 our overall population. Soon, our “young state”                               expenditures also puts downward pressure on
 will be similar in age to the rest of the nation.                             state tax revenues: The Colorado Futures
 As this happens, economic output throughout                                   Center projects state income taxes and state
 the state will be affected.                                                   sales taxes will grow at a slower rate due to the
                                                                               aging of Colorado’s population.
            Coloradans Over 65 Expected
              to 65
 Coloradans Over Increase  Dramatically
                    Expected to Increase Dramatically                          When combined with the greater demand
2,000,000                                                                      seniors place on public services such as health
                                                                1,745,193      care, long-term care, income support, and
 1,750,000
                                                                               property tax rebates, there will likely be a
 1,500,000                                        1,495,072                    smaller share of public resources available in
                                          1,256,306                            the future to be spent on services promoting
 1,250,000
                                                                               opportunity, such as higher education, K-12
 1,000,000                                                                     education, preschool, child care, housing,
                                  895,873
  750,000
                                                                               health care, and transportation.
                                     554,934
  500,000
                            417,987                                            A More Diverse Colorado
  250,000      329,265
                                                                               The number and share of racial and ethnic
          0
                1990     2000    2010     2020    2030     2040     2050
                                                                               minorities in Colorado are projected to
                                                                               increase over the next two decades, growing
Source: Colorado Demography Office, population by single year of age & region   from 1.8 million in 2017 to 4.0 million in 2050.
                                                                                                                                  7
Colorado's Hispanic Population is Expected                                          Median Income By Race
                                             to Increase
                                                                                                        $80,000
Percent of Total Population

                              75% 69%                                                                             $71,406              $70,370
                                                                             54%
                              50%
                                                                                                        $60,000
                                                                             35%
                                                                                                                                                     $49,201

                                                                                        Median Income
                                                                                                                        $48,058
                              25% 22%
                                                                                                                                              $42,216
                                                                                                        $40,000                 $37,119
                              0%
                                      15   20 025 030 035 040 045 050
                                    20   20   2   2   2   2   2   2
                                                                                                        $20,000
                               White       Hispanic       Black           Asian
                               Native American
               Source: Population of Colorado’s Racial and Ethnic Groups, 2000-2050,
                                Colorado Demography Office, 2016
                                                                                                            $0
                                                                                                                    ite      ck    an       ian   /PI   no
                                                                                                                Wh        Bla Alask       As aiian /Lati
Racial and ethnic minorities are predicted to                                                                                 /             aw      ic
                                                                                                                            an                   an
                                                                                                                        eric           v e H Hisp
comprise about 46 percent of Colorado’s                                                                              m            Na
                                                                                                                                     ti
                                                                                                                  eA
population in 2050, compared to about 30                                                                      tiv
                                                                                                            Na
percent in 2015. Hispanics will comprise the                                           Sources: American Community Survey, 2016 1-year Estimates for Median
largest share of Colorado’s racial and ethnic                                              Family Income; 2011-2015 5-year Estimates for Poverty Rate and
                                                                                       Educational Attainment; Bureau of Labor Statistics, Current Population
minority population — over one-third — by                                                Survey, 2016 Annual Average Unemployment Rates; 2016 Survey of
                                                                                                    Consumer Finances, Federal Reserve Board
2050.

Colorado’s minority population tends to be                                             For example, they currently have lower
younger and Hispanics will comprise over 60                                            incomes, higher poverty rates, higher
percent of the growth in our working-age                                               unemployment rates, less assets, lower
population between 2017 and 2020 and each                                              educational attainment levels, more at-risk
decade through 2050. However, minorities in                                            students, lower homeownership rates, and
Colorado currently face numerous barriers to                                           poorer health outcomes than the majority
economic mobility.                                                                     white population. We must address current
                                                                                       gaps in educational and skills attainment if we
                                                                                       want to ensure qualified workers fill the jobs of
                                                                                       the future and find opportunity themselves.

                                                                                       To effectively address these challenges,
                                                                                       Colorado must confront these disparities.

8
Colorado’s Economy:
             Strong Yet Uneven
In recent years, Colorado’s economy has been     When adjusting for inflation, average
strong, growing faster than the national
economy and that of most other states. In        weekly wages have been essentially
August 2017, our state had the second lowest     flat since 2000: They’ve only increased
unemployment rate in the nation at 2.4           $33, or a little over 3 percent, since
percent, near its lowest level on record.
Unemployment is projected to remain at 3         2000.
percent or less in 2018 and 2019.
                                                 The total personal income in the state, which is
Colorado created 217,000 net new jobs            an overall measure of the size of Colorado’s
between 2014 and 2016 — that’s about 70,000      economy, grew at an average rate of 5.4
per year on average. The expectation is to add   percent each year between 2014 and 2016. This
another 50,000 jobs each year from 2017          amount is projected to grow between 5
through 2019.                                    percent and 6 percent between 2017 and 2019.

But a tight labor market and lack of qualified   The Leeds Business Confidence Index shows
workers have analysts believing economic         businesses’ expectations for future growth
growth is being held back. They argue            remain positive. The September 2017 state
Colorado needs more workers; these could be      leading index published by the Federal Reserve
older Coloradans foregoing retirement, new       Bank of Philadelphia projects Colorado’s
people moving to the state, or simply an         economy will continue to expand into the first
increase in the number of people joining the     quarter of 2018, and the Colorado Secretary of
workforce.                                       State reports the number of new business
                                                 entities increased by 5.1 percent in the third
As many economists predicted, these              quarter of 2017 over the same period last year.
conditions are beginning to put pressure on
employers to increase wages. In October 2017,
average wages in Colorado increased year-
over-year by 2.7 percent or $0.73 per hour.
However, the pace of wage growth has been
much slower than in the recovery periods from
past recessions.

                                                                                                9
Uneven Growth Throughout the
State
The unemployment rate in every Colorado
metro area is lower than the national average,
as well as lower than it was in 2016. The same
                                                                               Unemployment & Job Growth Across Colorado
holds true for year-over-year growth in the
number of jobs for each metro area except                                                            0.2%
                                                                                  National
Grand Junction, as illustrated in the graphic to                                                                                          4.1%
the right.                                                                        Colorado                         1.7%
                                                                                                                          2.3%
Colorado was recently ranked as one of the top                                  Fort Collins
                                                                                                                                  3.3%
                                                                                                                    1.9%
five states in the nation based on its low share
                                                                                                                                       3.7%
of “distressed communities.” Produced by                                           Boulder
                                                                                                                    1.9%
the Economic Innovation Group, the ranking                                                                                            3.6%
says 45 percent of Coloradans — that’s 2.7                                         Greeley
                                                                                                                     2.1%
million people — live in “prosperous                                                                          1.4%
                                                                                      Denver
communities,” but some parts of the state                                                                               2.2%
aren’t faring as well. In compiling its distressed                      Colorado Springs                    1.1%
                                                                                                                             2.7%
community rankings, EIG examines seven
factors:                                                                  Grand Junction             0.2%
                                                                                                                                 3%
  • Population over 25 without a high school
                                                                                                 0.06%
    diploma                                                                            Pueblo                                         3.5%
  • Amount of vacant housing  
                                                                                                0%      1%         2%        3%        4%        5%
  • Prime age population (25-64) not working
  • Poverty rate
  • Community’s median income compared to                                               Unemployment                Job Growth
    the state’s median income                                           Source: Bureau of Labor Statistics, civilian labor force/unemployment
  • Change in jobs between 2011-2015                                       by state/metro area, not seasonally adjusted, September 2017
  • Change in the number of businesses
    between 2011-2015

Although Colorado ranks low on these
measures as a state, 11 counties in south and
southeastern Colorado are listed as “distressed
communities” due to high poverty rates, many        The five counties with the highest distressed
vacant houses, low median incomes, and a loss       ratings are illustrated in the graphic below.
of jobs and businesses.  
                                 Most Distressed Counties in Colorado
        Crowley                         Bent                       Huerfano                     Otero                             Costilla
 Distressed Rating: 99.6       Distressed Rating: 99.2      Distressed Rating: 96.0     Distressed Rating: 95.7           Distressed Rating: 94.9
    Population: 5,551             Population: 5,895            Population: 6,502          Population: 18,572                 Population: 3,581
 Median Income: $31,164        Median Income: $36,802       Median Income: $31,709      Median Income: $32,316            Median Income: $31,346

                 Poverty Rate                                    Adults Not Working             40%
                                                                                                              No High School Diploma
50%                                           100%
                                                                 72%
       33.4%                                             63.6%                                                                                 24.7%
                                                                                                                   23.8%
               25.6%           24.3% 24.7%                             46.9%            47.5%
25%                    18.5%                  50%                                               20%     16.6%                          15.2%
                                                                               34.4%
                                                                                                                             11.6%

 0%                                             0%                                               0%
           ley Bent uerfanoOtero Costilla                   ley Bent uerfanoOtero Costilla                   ley Bent uerfanoOtero Costilla
      Crow         H                                 Crow           H                                  Crow          H
                                                 Source: EIG Distressed Communities Report

10
But it’s not just rural areas — even                                           Beyond regional differences, some Coloradans
communities in metro Denver are facing                                         are more likely to experience unemployment
economic distress. For example, the section of                                 than others. Despite Colorado’s low
north and northeast Aurora comprising the                                      unemployment rate in 2016, women and
80010 zip code is considered distressed, even                                  people of color experienced unemployment
though Arapahoe County and Denver County                                       rates about one-third higher than those of
are categorized    as prosperous.
            Prosperous  Counties Still Have                                    men and white Coloradans. When looking at
                              Distressed Communities                           unemployment by age, teenagers have the
             The 80010 zip code, part of Arapahoe County,
                                                                               highest unemployment rate by far, while older
             has a distressed rating of 80.7, but Arapahoe                     Coloradans see a substantial drop. This is
                  County as a whole only rates at 2.9.                         largely due to retirement and workforce exits,
   40%                                                                         so these Coloradans are not counted in
                                  36.3%                                        unemployment statistics.
                         32.5%         32.2%                                              Unemployment Rate in Colorado
    30%                                                                                             By Race, Gender, Age

                                                                 22.5%
                                                                                   Hispanic                      4.7%

    20%                                                                                Black                     4.8%

                                                                                      White               3.2%
                                                   11.2%
       10%                                                  8%
                                                                                        Men                  3.6%

                                                                                    Women                 3%
            0%
                                  80010           Arapahoe County
                   Poverty Rate      No H.S. Diploma      Adults Not Working     Aged 16-19                                            13%

                         80010                         Arapahoe County          Aged 20-24                     4.2%

                                                                                Aged 25-34                   3.5%
                    Other                               Other
                    29.5%                               16.7%
                                  White                           White         Aged 35-44                3.1%
                                  54.7%        Hispanic           73.1%
                                                                                Aged 45-54              2.6%
                                                18.7%
                   Hispanic                                                     Aged 55-64            1.7%
                     54%                        Black
                                  Black         10.2%
                                   16%                                            Aged 65+              2.6%

                                                                                               0%              5%          10%            15%
                   $70,000                                                       Source: Bureau of Labor Statistics Current Population Survey,
                                                           $62,237
                                                                                Employment Status of Civilian Non-Institutional Population, 2016
                   $60,000
                                                                               Annual Averages. Percentages are out of population referenced.
   Median Income

                   $50,000

                   $40,000           $35,226

                   $30,000

                   $20,000

                   $10,000

                        $0
                                      80010        Arapahoe County

                            Source: Economic Innovation Group,
                              Distressed Communities Report

                                                                                                                                                11
Growth in Low-Wage Sectors                                              Three of these industry sectors pay average
                                                                        wages below 200 percent of the federal
About two-thirds of all new Colorado jobs                               poverty level (FPL) for a family of four, an
projected to be created in 2017 are found in five                       amount many analysts use as a rule of thumb
industries:                                                             for family-supporting wages. Two other
• Health care and social assistance                                     industries — health care and social assistance
• Accommodations and food services                                      and construction — pay average wages barely
• Retail trade                                                          above 200 percent of FPL. However, the
• Professional, scientific, and technical services                      average wages in the accommodations and
• Other services (except public administration)                         food services industry are below the amount
                                                                        needed to keep a family of four out of poverty.
About 6 out of 10 new jobs projected to be                              Only the professional, scientific, and technical
created in Colorado through 2026 will occur in                          services industry pays average wages high
six industries — the first four listed above plus                       enough to support the needs of most families.
two others:
• Construction                                                                 Many Colorado Workers Are In Low-Wage Jobs
• Education services
                                                                                                100%
Low-paying jobs in these industries include                                                     90%
waiters and waitresses, cashiers, home health                                                   80%
                                                                        Percent of Coloradans
aides, personal care aides, child care workers,
stock clerks, teacher’s aides, construction                                                     70%
                                                                                                           61.9%             62%
laborers, and hairstylists.                                                                     60%
                                                                                                50%
                                                                                                40%
                                                                                                30%
     MostMost
          New  Jobs Will Be in Low-Wage Industries                                                                                  22%
              New Jobs Will Be in Low-Wage Industries                                           20%                13%
      Professional,                                                                              10%
       Scientific, &                                       $92,300
                                                                                                 0%
 Technical Services
                                                                                                              2004               2016
        Construction                             $58,292

        Health Care &
                                               $51,896                                                 Workers In Jobs Below 200% FPL
     Social Assistance
                                                                                                       Workers in Jobs Below 100% FPL
       Family of Four,
                                              $49,200
           200% FPL
                                                                        Source: Bell analysis of data from Bureau of Labor Statistics,
         Educational                                                               Occupational Employment Statistics
                                           $44,148
            Services
                                                                        Compared to other states, Colorado has
       Other Services                    $38,012                        historically had a smaller share of residents
                                                                        working in low-wage jobs, but during 2016,
          Retail Trade                 $31,928
                                                                        almost 1 in 4 workers — 500,000 Coloradans —
                                                                        worked in an occupation with median wages
Family of Four, FPL                  $24,600                            unable to keep a family of four out of poverty.
 Accommodation &
                                                                        Unfortunately, the share of workers in these
     Food Services
                                    $22,048                             low-paying jobs has grown by 69 percent since
                                                                        2004, when about 1 out of 8 Coloradans
                         $0      ,000 50,000 75,000 100,000 125,000     worked in these low-wage jobs. In 2016, about 3
                              $25    $      $     $        $
                                                                        of every 5 workers — 1.4 million Coloradans —
     Two-thirds of projected new jobs through 2026 will be in all
      of these industries, except for the other services industry.      worked in an occupation with median wages
                                                                        less than 200 percent FPL for a family of four.
      Source: Colorado-Based Business and Economic Research, Colorado
                    Department of Labor and Employment
                                                                        This rate has stayed nearly constant since 2004.

12
Joseph Zimmerman, a graduate student at the                         Over 20% of U.S. Income is
University of Colorado at Denver, analyzed the                     Earned by Top 1% of Earners
changes in average income, living costs, and       25%
net income for various types of low- and
middle-income families across Colorado                                                          21.92%      22.03%
                                                                                     21.52%
between 2001 and 2015. He found, when
adjusted for inflation, families with higher       20%
                                                                                                     19.86%
incomes — defined as double their county’s
median — saw their incomes grow faster than
costs over this period. However, families with      15%                                  15.23%
lower incomes — defined as equal to their                                         14.33%
county’s median — saw their average costs                                   12.67%
grow faster than their incomes.                     10%    9.03%
                                                                      10.02%
                                                              8.87%
Despite Booming Economy,
Inequality Persists                                 5%
                                                            70 975 980 985 990 995 000 005 010 015
                                                          19   1   1   1   1   1           2   2
One of the major forces affecting the future of                                   2   2
opportunity in Colorado is economic inequality,                                1928: 23.94%
including both income and wealth inequality.                Source: Emmanuel Saez, Top U.S. Incomes 2015,
While these two measures are deeply                               University of California at Berkeley
interrelated, they are not the same and
different policy solutions are needed to address
each.                                              Income Inequality
                                                              How Does the Income of the Top 1%
Income includes wages, salaries, interest on       Data from a Compare
                                                                 variety oftosources    illustrate
                                                                                the Bottom   99%? the
savings accounts, dividends, profits from          escalating  expansion      of income    inequality  in
                                                   $1,500,000
business ventures and collecting rents, and        the United States. This is seen in the share of
capital gains. On the other hand, wealth, or       income earned by the top 1 percent compared
                                                                                      $1,153,292
“net worth” is the difference between an           to other U.S.$1,101,214
                                                                  households, which has risen
individual’s assets and liabilities.               dramatically   since the 1970s. New data from
                                                   $1,000,000
                                                   the Federal Reserve’s Survey of Consumer
Assets include things such as the value of         Finances confirms this trend, showing the
ownership in a personal residence, value of        share of income received by the top 1 percent
vehicles, cash in savings, checking, and money     rose to 23.8 percent     in 2016. This is very close to
                                                    $500,000            $410,716
market accounts, and investments in stocks,                                                   $389,436
                                                   the historic high reached in the 1920s, just prior
bonds, mutual funds, real estate, and              to the onset of the Great Depression.
retirement accounts. Liabilities are debts
                                                                                $54,809                   $45,567
individuals owe on car loans, credit card          Several$0
                                                           sources point out the root of this
balances, mortgages, student loans, or other       growing incomeColorado
                                                                     inequality is exploding   wage
                                                                                         National
bills yet to be paid. Subtracting the value of     inequality. Wages for the top 1 percent rose
liabilities from the value of assets determines    almost 157 percent between 1979 and 2015,
an individual’s net worth.                                  Average Annual Income of Top 1%
                                                   while the increase for the bottom 90 percent
                                                            Minimum Income Needed to Be Top 1%
                                                   was onlyAverage
                                                             about 21 percent over the same
                                                                    Annual Income of Bottom 99%
                                                   period.
                                                              Source: Economic Policy Institute, Income
                                                               Inequality by State/Metro/County, 2016

                                                                                                                13
12.67%
 10%    9.03%
                     10.02%
             8.87%
Income inequality is not isolated to certain                       The most income-unequal metropolitan areas
regions
  5%      or locations in the United States,                       in Colorado also hold some surprises: EPI’s data
whether 70 urban
             75 80or9rural.
                        85 990It 9exists
                                     95 000 in00all
                                                  5 regions
                                                      10 15        show Glenwood Springs ranks first in the state
           19 19throughout
      19 states
and all               1     1      1 the2 country,
                                              2     20 20          and ninth in the country, with the top 1 percent
including Colorado. The    1928:top     1 percent takes in
                                   23.94%                          making 42.4 times more than the bottom 99
16.6 percent of all income in Colorado,                            percent, with average annual incomes of
          Source: Emmanuel Saez, Top U.S. Incomes 2015,
compared toUniversity
                  20.1 percent       nationally.
                          of California at Berkeley According      $2,441,991 and $57,634, respectively. Sterling,
to the Economic Policy Institute (EPI), this puts                  Colorado ranks second in the state for income
Colorado at 21st among the states for income                       inequality and 21st nationally — the only other
inequality.                                                        Colorado metro area in the nation’s top 25.
             How Does the Income of the Top 1%
               Compare to the Bottom 99%?                          Wealth Inequality
$1,500,000
                                                                   As bad as income inequality has become,
                                          $1,153,292               wealth inequality is an even larger problem,
                $1,101,214                                         since wealth is much more highly
$1,000,000                                                         concentrated in the population than income.
                                                                   This is important because wealth fuels the
                                                                   kinds of investments that promote economic
                                                                   mobility, such as a down payment on a house,
 $500,000              $410,716                                    tuition for college, or start-up money for a
                                                 $389,436
                                                                   business.

                                $54,809                  $45,567   Wealth also provides a cushion against
        $0                                                         setbacks like a job loss, health problems, or a
                       Colorado                  National          major car repair bill. Income determines
                                                                   whether families can meet their current needs,
                                                                   while wealth helps them advance economically
           Average Annual Income of Top 1%
           Minimum Income Needed to Be Top 1%
                                                                   over the long term. It can be the difference
           Average Annual Income of Bottom 99%                     between just getting by and getting ahead.
                                                                   Plus, wealth can be passed on from one
             Source: Economic Policy Institute, Income             generation to the next, giving young people a
              Inequality by State/Metro/County, 2016
                                                                   leg up as they start out in life.
EPI’s data reveal some surprising information
                                                                   Recent data from the Federal Reserve shows,
about the location and extent of the highest
                                                                   in 2016, the top 10 percent of the population
levels of income inequality within Colorado as
                                                                   received about half of all income, but held
well.
                                                                   more than three-quarters of all wealth in the
                                                                   country. Not only do those at the top have
For example, the most income-                                      more wealth than those at the bottom, but
unequal county in our state is Custer                              their wealth is made up from different types of
                                                                   assets as well.
County, where the top 1 percent makes
86.6 times more than the bottom 99                                 Since wealth is the difference between a
percent, based on respective average                               household’s assets and liabilities, debt is a
                                                                   crucial element driving the country’s growing
annual incomes of $3,016,497 and                                   wealth inequality. Between 1999 and 2016, the
$34,823.                                                           mix in the type of debt Colorado families have
                                                                   has changed dramatically. While mortgage
Custer County ranks fifth highest in the                           debt is still the largest, it has remained
country on this measure. Two other Colorado                        constant as a share of overall family debt,
counties are in the nation’s top 25 — Pitkin                       going from 77 percent in 1999 to 73 percent in
County at number 9 and San Miguel County at                        2016.
number 22.
14
However, the amount of student debt held                              Implications
by families increased by almost 600 percent,
and its share of family debt grew by almost 200                       Clearly, both income and wealth inequality
percent. Student loan debt is now the largest                         have negative implications. Economic
source, in dollar terms, of nonmortgage debt                          inequality adversely affects the major levers of
owed by families nationally, according to the                         opportunity, including education, health, work
Federal Reserve’s 2016 survey.                                        policies, housing, and asset building. It also
                                                                      strains Colorado’s and the country’s overall
        More Colorado Families Struggling With                        economic stability and productivity.
        Student Debt, Other Non-Mortgage Debt
                                                                      The recently passed federal tax legislation is
                                                                      projected to increase the level of wealth and
                $830                                                  income inequality in the U.S.

1999                              $2,600                              Research finds inequality leads to several
                                                                      negative outcomes, including:
                         $1,810                                       • Unequal access to education opportunities
                                                                      • A range of health problems
                                                                      • Reduced economic growth
          Up 578.3% since 1999                      $5,630            • A shrinking middle class

2016        Up 30% since 1999          $3,380                         The last point above is crucial, as income and
                                                                      wealth inequality in America now affect
            Up 148.1% since 1999                    $4,490            everyone struggling to enter or stay in the
                                                                      middle class. Even within the bottom 90
                                                                      percent of American households, though,
       $0              $2,000              $4,000            $6,000   these repercussions are especially severe for
                            Debt Owed                                 those who have historically been left out and
                                                                      left behind by current policies, programs, and
       Student Loans         Credit Cards            Auto Loans
                                                                      practices.
       Source: Federal Reserve Bank of New York, State Level
          Household Debt Statistics 1999-2016, May 2017               As the Institute for Policy Studies points out,
                                                                      continued acceleration of the racial wealth
                                                                      divide will impact black and Hispanic/Latino
                                                                      families and eventually the economy at large,
                                                                      as “the majority of U.S. households will no
                                                                      longer have enough wealth to stake their claim
                                                                      in the American middle class or higher.”

                                                                      Given that almost half of Colorado’s population
                                                                      in 2050 is projected to be comprised of racial
                                                                      and ethnic minorities, it’s not a stretch to say
                                                                      the future of the middle class depends on
                                                                      whether we can reverse growing racial
                                                                      inequality.

                                                                                                                       15
Public Investments:
                                               The Chopping Block
                                                              Investment in Colorado State Services Near Historical Low

                                       6%

                                      5.5%
     Share of General Fund Revenues

                                       5%

                                      4.5%
                                                                                           4.36%
                                                    4.16%
                                       4%
                                                                   3.9%
                                                                                                                                                                                             3.7%
                                                                                                                                 3.6%
                                      3.5%                                                                                                                                         3.53%   3.6%
                                                                                                                                                                     3.26%
                                       3%
                                          76 6
                                          77 7
                                          78 8
                                          79 9
                                        19 80

                                           81 1
                                          82 2
                                          83 3
                                          84 4
                                          85 5
                                          86 6
                                          87 7
                                          88 8
                                          89 9
                                        19 -90

                                           91 1
                                          92 2
                                          93 3
                                          94 4
                                          95 5
                                          96 6
                                          97 7
                                          98 8
                                          99 9
                                          00 0
                                          01 1
                                          02 2
                                          03 3
                                          04 4
                                          05 5
                                          06 6
                                          07 7
                                          08 8
                                          09 9
                                         20 -10

                                                   1
                                                  2

                                           13 3
                                                  4
                                                  5
                                                  6
                                        20 -17

                                                  8
                                                 -1
                                               -8

                                               -9

                                               -0
                                              -8

                                                -1
                                              -8

                                              -9

                                              -9

                                              -0

                                              -0

                                               -1

                                                -1
                                              -8

                                              -9

                                              -0
                                              -7

                                              -8

                                              -9

                                              -0
                                              -7

                                              -7

                                              -8

                                              -8

                                              -9

                                              -9

                                              -0

                                              -0

                                               -1
                                              -7

                                              -8

                                              -9

                                              -0

                                               -1
                                               -1
                                              -8

                                              -9

                                              -0
                                       20 -0

                                            10
                                              -

                                            12
                                             11

                                           14

                                           16
                                           15
                                          90

                                           17
                                          80
                                          75
                                       19

                                                                                                                : Recession

                                             Source: State spending/personal income data from Legislative Council Service, state recession data from Kansas City Federal Reserve Bank

As more and more low- and middle-income                                                                            Colorado’s General Fund — the account that
Coloradans face growing costs of living and                                                                        funds most of the services promoting
stagnant incomes, it’s an important time to                                                                        opportunity — is comprised of two-thirds
look to public investments. Public investments                                                                     income taxes paid by individuals and
play a vital role in building and maintaining                                                                      businesses, while about one-third is made up
infrastructure, educating residents, and                                                                           by sales taxes. When Colorado grew and the
reducing the costs of services putting                                                                             economy expanded, the total amount of
opportunities within reach of more families. A                                                                     money spent on state government did
strong public sector could make                                                                                    increase, but the amount of government
postsecondary education more affordable,                                                                           revenues as a share of the economy has shrunk
expand health insurance coverage, increase                                                                         by about 20 percent since the 1990s.
access to preschool, and lower the costs of
child care — all ways to lessen the squeeze                                                                        From the mid-1970s through 2000, Colorado
many families in Colorado feel today.                                                                              invested an average of 4.5 percent of the
                                                                                                                   economy in state services each year (calculated
Today, the share of Colorado’s economy                                                                             as the ratio of General Fund revenues to total
invested in public services aimed at expanding                                                                     state personal income). The share has varied
opportunity is a smaller portion than at almost                                                                    depending on the strength of the economy,
any time in the past 40 years. This means                                                                          but since 2000, Colorado has only invested, on
Colorado’s state government is less able to be                                                                     average, 3.8 percent of the economy in state
the strong public sector partner our                                                                               services.
communities need.

16
At 3.7 percent this year, Colorado is investing                   Higher Costs for Coloradans  
almost a historically low percent of its economy
in state services. This amount is only found in                   Colorado is a low-tax state and typically ranks
years when Colorado experienced a recession                       low nationally in terms of state taxes per $1,000
or the fallout of one: The share dropped to 3.9                   in personal income. As a result, Colorado
percent in the middle of the shale oil bust and                   doesn’t have a lot of revenue to spend on state
recession in 1983, then saw lows of 3.6 percent                   services. Investing a smaller share of our
in 2002 following the dot-com crash, and 3.3                      economy in state services means an already
percent at the bottom of the Great Recession                      lean state government has even less to work
in 2009 and 2010. However, Colorado’s current                     with. People all over the state feel these
low rate of investment is not due to the                          effects, making it harder for them to access the
effects of a recession; in fact, Colorado’s                       levers promoting opportunity.
economy today is one of the fastest growing in
the country. General Fund revenues in 2018                        We see the consequences most notably when
and 2019 are expected to be an even smaller                       it comes to education, child care, and housing.
portion of the economy than now.                                  Colorado families now shoulder twice as much
                                                                  of the cost of tuition at public colleges and
Total state and local expenditures made up                        universities than they did in 2001. About 1 out
about 20 percent to 24 percent of our economy                     of 3 4-year-old students who qualify for the
in Colorado between 2000 and 2015. Nationally,                    Colorado Preschool Program are not served
that range is generally between 21 percent and                    because of lack of state funding. Many
25 percent of the economy. What this shows is                     Colorado school districts have cut staff, half are
how Colorado spends about the same amount                         operating on four-day weeks, and many are
of our economy on local government services                       forced to take further measures because state
as the national average, meaning we aren’t                        support is not keeping pace with costs. Only
using local government spending to                                about 1 out of 8 children from low- and middle-
compensate for the smaller portion spent on                       income families eligible for child care
state services compared to other states.                          assistance currently get it, partially due to a
                                                                  lack of state funding. At a time when many
         Total State & Local Expenditures                         Coloradans cannot find affordable housing, our
               As Share of Economy                                state devotes less funds for the construction of
   25%
                                                                  inexpensive options than most other states.

                                       21.9%22.3%                 Colorado’s aging population, a shrinking sales
                   20.8%
   20%
           19.7%                                                  tax base, and fewer local property tax revenues
                                                                  going to education all put pressure on state
                                                                  funding. Add in the cut of state income and
   15%
                                                                  sales tax rates in the early 2000s, and the
                                                                  amount of revenues generated by state taxes
                           12% 11.9%                11.6% 11.7%   has dropped considerably.
   10%
                                                                  Also straining Colorado’s ability to adequately
                                                                  invest in important services: rigid constitutional
    5%
                                                                  provisions. The Taxpayer Bill of Rights, or
                                                                  TABOR, prohibits the use of a progressive
                                                                  income tax and bans real estate transfer taxes
    0%
                                                                  and statewide property taxes. When coupled
                     2000                      2015               with TABOR, the Gallagher amendment makes
                                                                  it difficult for local governments, including
     Ratio of CO Personal Income to State/Local Expenditures
                                                                  school districts, to adjust their mill levies to
     Ratio of US Personal Income to State/Local Expenditures
                                                                  maintain revenues from local property taxes.
     Ratio of CO Personal Income to Local Expenditures
                                                                  The inflexibility of these provisions results in
     Ratio of U.S. Personal Income to Local Expenditures
                                                                  inequities among school districts due to the
     Source: U.S. Census. State and Local Government Finance      level of local property taxes residents pay, with
                                                                                                                  17
many in wealthier districts paying a smaller
share of property values than those in poorer      Recommendations
ones.
                                                   Colorado should amend TABOR to allow for a
As policymakers attempt to break down some         progressive income tax, raise the rates on
of the barriers limiting economic opportunity,     higher incomes, and cut the rates on low and
they find they lack the tools available in other   middle incomes. This will increase revenues
states, but we can change that.                    and make the tax system fairer.

                                                   Colorado should recognize the economy has
                                                   changed and levy sales taxes on more
                                                   services, increasing revenues and making the
                                                   tax system more progressive.

                                                   Colorado should follow the 35 other states
                                                   that have either eliminated or limited the
                                                   subsidy paid to large retailers to collect state
                                                   sales taxes.

                                                   Colorado should apply a minimum property
                                                   tax rate in local school districts, which would
                                                   be fairer, raise more local funds, and free up
                                                   state revenues for other purposes.

                                                   Throughout the rest of this report, we’ll offer
                                                   more recommendations for other public
                                                   investments that would benefit Colorado and
                                                   its citizens.

18
Automation:
             The Deciding Moment
Many futurists, economists, and high-tech           Conversely, the Organization for Economic
business leaders predict there will be fewer        Co-operation and Development (OECD)
jobs in the future because robots and other         argues while specific duties might be
machines will be able to do everything humans       automated, few total occupations will be.
can do, only better. Concerns about machines        Because of this, OECD estimates only 9 percent
putting people out of work aren’t new.              of jobs in the U.S. are at high risk of elimination.
Historically, it has eliminated some jobs, but      The consulting firm McKinsey and Company
automation is also credited with increased          provides an even lower assessment: It says less
productivity, improved performance, and lower       than 5 percent of jobs are vulnerable to
costs of products or services. Over the years,      complete automation, but 46 percent of all
automation has increased demand,                    tasks U.S. workers perform could be
stimulated economic growth, and resulted            automated. Workers who perform routine
in more overall jobs.                               physical activities, collect and process data, or
                                                    are in low-skill, routine jobs — such as filing
However, current advances in artificial             clerks and assembly line workers — are most at
intelligence (AI) and robotics could mean           risk.
workers will be replaced across all industries at
roughly the same time, not just in specific jobs    Other studies focus on the effects of
as in the past. Workers will have to do more        automation on specific occupations. For
than change industries to find work; they will      example, economists at the U.S. Department of
have to develop new skills. This represents         Commerce identified jobs most likely to be
change on a previously unseen scale.                eliminated by the introduction of automated
                                                    vehicles.
What Jobs Will Be Automated?
                                                    What Jobs in Colorado Are at Risk?  
Several recent studies assess the types of jobs
most likely to be partly or completely              Using the previously cited studies, the Bell
automated. While these studies come to              identified occupations in Colorado judged to
different conclusions in terms of the number of     be at high risk to automation. This produced a
jobs affected, they generally find low-wage         list of 307 occupations that could have all or
jobs and those requiring less education are the     part of their functions automated. We then
most vulnerable.                                    ranked the occupations based on the number
                                                    of Colorado employees in each occupation.
Two researchers at Oxford University (Frey,
Osborne) determined which of 702 U.S.               A total of 1.1 million Coloradans, or 41
occupations would most likely be automated
over the next 10 years to 20 years. Grouped into    percent of the total workforce, are
high-, medium-, and low-risk categories, Frey       working in occupations judged as high
and Osborne ultimately decided 47 percent of
U.S. occupations fall in the high-risk category.
                                                    risk of being automated.  
Jobs that are low-wage, require less education,
                                                    We then pinpointed occupations judged by
and are in the office and administrative
                                                    Frey and Osborne to have a 90 percent or
support, transportation, logistics, and
                                                    higher probability of being automated. This
production industries are considered the most
                                                    produced a list of 15 occupations, totaling
at risk by Frey and Osborne’s analysis.
                                                    477,000 Colorado workers.

                                                                                                      19
ely
 Less
   Workers  WithWorkers
    ToEducation
       Be Automated
                In
                 Lower  With Lower
                   Occupations
                       Incomes MoreIncomes
                               &Workers
                                 Less
                                    Likely To&Be
                                      Education
                                          With Less
                                                 In Education
                                                Lower IncomesIn
                                                 Automated    & Occupations
                                                    Occupations More
                                                                Less
                                                                   Workers   More
                                                                     Education
                                                                     Likely To
                                                                            With
                                                                               Be LikelyIncomes
                                                                               InLower   To Be Automated
                                                                                  Automated
                                                                                  Occupations  More
                                                                                                 & Less
                                                                                                    Likely
                                                                                                       Workers
                                                                                                        Education
                                                                                                           To BeWith
                                                                                                                 Automat
                                                                                                                  In Occu
                                                                                                                     Lowe

                 Food
  Food Prep/Service   Prep/Service
                    Workers ($9,532)Workers
                                       Food($9,532)
                                             Prep/Service Workers ($9,532)                      Food Prep/Service Workers ($9,532)                 Food Prep/Service Worke
                          Hosts/Hostesses
           Hosts/Hostesses ($10,418)       ($10,418)
                                                  Hosts/Hostesses ($10,418)                                Hosts/Hostesses ($10,418)                          Hosts/Hostesse
           Restaurant Cooks Restaurant
                              ($19,927) Cooks ($19,927)
                                                   Restaurant Cooks ($19,927)                             Restaurant Cooks ($19,927)                        Restaurant Cook
                          Retail
          Retail Salespersons    Salespersons ($20,615)
                              ($20,615)          Retail Salespersons ($20,615)                          Retail Salespersons ($20,615)                      Retail Salesperson
             Bookkeeping/Auditing
ookkeeping/Auditing                  Clerks ($23,616)
                    Clerks ($23,616) Bookkeeping/Auditing  Clerks ($23,616)                 Bookkeeping/Auditing Clerks ($23,616)              Bookkeeping/Auditing Clerk
               Counter   and  Rental
 Counter and Rental Clerks ($25,462) Clerks ($25,462)
                                        Counter and Rental Clerks ($25,462)                Counter and Rental Clerks ($25,462)                    Counter and Rental Clerk
            Receptionists/Information
ptionists/Information   Clerks ($26,005)  Clerks ($26,005)
                                     Receptionists/Information    Clerks ($26,005) Receptionists/Information Clerks ($26,005)              Receptionists/Information Clerk
                     Cashiers ($26,682)Cashiers ($26,682)       Cashiers ($26,682)                            Cashiers ($26,682)                                      Cashier
            Shipping,
 ng, Receiving, TrafficReceiving, Traffic
                        Clerks ($27,238)  ClerksReceiving,
                                     Shipping,   ($27,238) Traffic Clerks ($27,238) Shipping, Receiving, Traffic Clerks ($27,238)         Shipping, Receiving, Traffic Clerk
               Landscapers/Groundskeepers
ndscapers/Groundskeepers                        ($31,429)
                              ($31,429) Landscapers/Groundskeepers      ($31,429)    Landscapers/Groundskeepers ($31,429)                      Landscapers/Groundskeepe
           Industrial Truck/Tractor  Operators
rial Truck/Tractor Operators ($32,618)          ($32,618)
                                    Industrial Truck/Tractor Operators ($32,618) Industrial Truck/Tractor Operators ($32,618)             Industrial Truck/Tractor Operato
ecretaries/AdminSecretaries/Admin    Assistants
                   Assistants ($33,616)         ($33,616)
                                         Secretaries/Admin   Assistants ($33,616)     Secretaries/Admin Assistants ($33,616)                    Secretaries/Admin Assistan
          Equipment Operators/Engineers
pment Operators/Engineers  ($38,250)
                                 Equipment ($38,250)
                                             Operators/Engineers ($38,250) Equipment Operators/Engineers ($38,250)                         Equipment Operators/Engineer
                    Insurance  Sales
    Insurance Sales Agents ($39,951) Agents ($39,951)
                                           Insurance Sales Agents ($39,951)        Insurance Sales Agents ($39,951)                                   Insurance Sales Agen
 Accountants andAccountants   and Auditors
                  Auditors ($72,883)       ($72,883) and Auditors ($72,883)
                                        Accountants                             Accountants and Auditors ($72,883)                                Accountants and Auditor

     1070        2080    3090      40
                                    100     050      1060     020
                                                                70      1030
                                                                           80    20
                                                                                  4090 0 3010010 40
                                                                                          50      60 20 50
                                                                                                         70 30 60
                                                                                                                80 40 70  0 80
                                                                                                                       90 50     10 90
                                                                                                                             100 60                          70 100
                                                                                                                                                             20        80
                                                                                                                                                                       30
nal Attainment Percent of Workers with Educational Attainment          Percent
                                                        Percent of Workers with of Workers with
                                                                                Educational     Educational
                                                                                            Attainment
                                                                                              Percent       Attainment
                                                                                                      of Workers  with Educational Attainment
                                                                                                                                         Percent of W

 st
 Diploma
   Associates     PostThan
    Graduate Degree
              Degree
                 Less  Graduate
                           High Degree
                           Bachelor's
                            SomeSchool
                                 College      Bachelor's
                                      DegreePostHigh
                                                 GraduateDegree
                                                    Associates
                                                     School    Degree Associates
                                                          Degree
                                                            Diploma              Degree
                                                                        Bachelor's
                                                                          Less
                                                                            Some
                                                                               ThanCollege
                                                                                   Degree     Some
                                                                                     High School
                                                                                             Post
                                                                                                High College
                                                                                                 Associates
                                                                                                   Graduate
                                                                                                      SchoolDegree
                                                                                                             DegreeHigh School
                                                                                                             Diploma       LessDiploma
                                                                                                                         Some
                                                                                                                          Bachelor's
                                                                                                                               College
                                                                                                                                ThanDegree   LessPost
                                                                                                                                     High School
                                                                                                                                            High  Than High
                                                                                                                                                  School
                                                                                                                                                  Associates School
                                                                                                                                                      Graduate
                                                                                                                                                         Diploma
                                                                                                                                                             Degree
                                                                                                                                                               Degree Less
                                                                                                                                                                         Some
                                                                                                                                                                           Than
                                                                                                                                                                            BacC

 rkersPredominantly female
                     Predominantly    Predominantly
                           workers male
                                      Male
                                        workers     male
                                           and female    workers
                                                    Predominantly
                                                      workers        Predominantly
                                                                  female workers
                                                              Predominantly        female  workers
                                                                                     Male and
                                                                             male workers     female  Male and
                                                                                               Predominantly
                                                                                                     workers   female
                                                                                                             female   workersmale
                                                                                                                    workers
                                                                                                               Predominantly  Male and femalePredominantly
                                                                                                                                  workers     workers      female worker
                                                                                                                                                              Predomin
            Sources: Frey and Osborne and Colorado Department of Labor and Employment, Labor Market Information, Occupational Employment Projections Unit;
                                                 Bell Policy Center calculations based on CPS data 2015, 2016, 2017, IPUMS.

            This doesn’t mean these jobs will be                                          high-tech industries help drive Colorado’s
            automated out of existence; some may, but it’s                                economy and accounted for half of the job
            likely many more will see tasks change in some                                growth in 2016. About 13 percent of the total
            way and workers will need to learn new skills to                              jobs added in 2017 are in industries that are
            evolve in their roles.                                                        sources of primary and advanced technology
                                                                                          jobs. These tech firms include more than those
            As many of the studies suggest, most of these                                 that work on AI, robotics, and business process
            occupations are categorized by low skill with                                 automation, and Colorado is home to robot
            low pay. Over half are occupations with mostly                                manufacturers and others that implement
            female workers, while two have almost all men.                                automation processes. Their continued
            Almost 1 in 5 Colorado workers work in jobs                                   expansion helps propel economic growth and
            most likely to be affected by automation.                                     creates jobs that make, install, service, and
                                                                                          repair robots, and other forms of automation.
            To retain and better prepare these workers for
            the jobs of the future will require a focus on                                In addition to the effects on high-technology
            adult education, skill training, and help in                                  industries, automation can improve the
            making this retraining affordable. It will also                               performance and output of firms in other
            likely mean an investment in work supports                                    industries. The University of Colorado Leeds
            and other assistance, such as expanded                                        School of Business says increased automation
            unemployment insurance payments, to help                                      and technological advancements helped
            workers as they transition into new jobs.                                     Colorado manufacturers add to the state’s GDP
                                                                                          with a smaller workforce.
            Automation Could Promote
                                                                                          Advanced manufacturing is one of the 14 key
            Economic Growth, Especially in                                                industries comprising part of Colorado’s sector
            Colorado’s High-Tech Industries                                               strategy to promote economic development. It
                                                                                          includes companies that may use or develop
            Colorado has a relatively high concentration of                               high-tech processes such as computer-aided
            technology-related firms and workers. These                                   design, robotics, and advanced material
            20
handling. Some industries, such as aerospace,       Nationally, 94 percent of new jobs
electronics, and bioscience (also included
in Colorado’s sector strategy), are comprised       created between 2005 and 2015
of more advanced manufacturing companies            occurred in alternative work
than others, but most industries have some          arrangements.
advanced manufacturing components.
Advanced manufacturing relies on innovative         The number of total workers in “gig” or
technology, automated processes and                 “sharing” economy jobs totaled 0.5 percent of
methods to improve product design, and              all workers in 2015.
production to gain a competitive edge.
                                                    A recent study by McKinsey Global Initiative
If Colorado doesn’t fully invest in robotics, AI,   (MGI) finds between 20 percent to 30 percent
and other forms of automation, we stand to          of the working-age population in the U.S. is
lose jobs and economic growth to states and         engaged in some form of independent
countries that do. China recently became the        earning. This could be in the form of second
largest growth market for industrial robots,        jobs or using online platforms to sell goods
with its companies buying twice as many as          and/or rent rooms in their homes. MGI says
U.S. companies did in 2015.                         some choose this approach to work, while
                                                    others are forced to do it because they cannot
Alternative Work Arrangements                       find traditional jobs or need extra money.
and Automation                                      Workers who chose this approach generally
                                                    report higher levels of satisfaction than those
Working full-time at one job with a single          in traditional jobs, while those who take this
employer is how many Americans viewed work          approach out of necessity report the opposite.
for decades, but it may not be how we work in
the future.                                         Because independent workers have limited
                                                    access to the income security protections of
The percentage of U.S. workers who have             full-time jobs, MGI points out, “Labor market
engaged in alternative work arrangements,           policies developed for the industrial era often
such as temporary help agency workers, on-          do not apply to the world of independent
call workers, contract company workers, and         work.”
independent contractors or freelancers, rose
from 10.7 percent in February 2005 to 15.8
percent in late 2015.
                                                     Recommendation
                                                     Colorado needs to address the disruptive
                                                     aspects of automation while reaping the
                                                     economic benefits. Colorado should convene
                                                     representatives from labor, the technology
                                                     industry, other businesses, academia, and
                                                     state and local governments and task them
                                                     with assessing the impact of automation. This
                                                     group should also develop recommendations
                                                     for balancing automation’s effects on
                                                     economic growth with those of affected
                                                     workers.

                                                                                                      21
Levers
  Now that we understand the forces holding many Coloradans back from achieving economic
  mobility, it’s time to explore how the following “levers” can help rebuild our state’s middle
  class.

  These levers are just some of the ways Colorado can implement broad change to support
  low- and middle-income families across the state. Throughout our analysis of how these
  levers currently operate and how they can better serve Coloradans, we offer
  recommendations for how to capitalize on their benefits and most effectively impact
  economic mobility in Colorado.

              Education:
              Learning to Live and Work             In 2015, the average cost for a Colorado
                                                      4-year-old to attend preschool was
                                                                    $11,089
Early Childhood Education                           In 2015, the average cost for a Colorado
                                                      4-year-old to attend preschool was
All children can benefit from responsive,
stimulating curricula and classroom
environments in their early years. This is
                                                                    $11,089
especially true for children from low-income
and dual-language backgrounds.                          For a family making the state
                                                       median income of $60,629, that's
Yet, high-quality preschool is financially out of
reach for many. Nationally, the average cost of
                                                         18%   of their annual income.
providing preschool ranges from $4,700 (part            For a family making the state
day) to $8,600 (full day). Tuition charge to           median income of $60,629, that's
parents can be even higher. As such, many
children don’t attend preschool, or instead              18%   of their annual income.
attend lower-quality programs or child care
options. This means a significant number of
Colorado children lack access to critical early        For a family of four earning $45,510
childhood learning experiences that could lead         (185% of FPL), the cost of sending
to increased success and opportunity in
adulthood.
                                                        one kid to preschool jumps up to

To help rectify this problem, the Colorado
                                                                       24%
                                                       For a family of four earning $45,510
Preschool Program (CPP) provides preschool
                                                       (185% of FPL), the cost of sending
funding for 3- and 4-year-old children who              one kid to preschool jumps up to
have certain factors in their lives that increase
their risk for challenges later in school. To be                       24%
eligible for the program, a 4-year-old must
have at least one risk factor (though most
served have two or more) and a 3-year-old           Source: Center for American Progress Child Care
must have at least three.                                     Desert Report, Bell analysis
22
What
            What RiskRisk Factors
                      Factors AffectAffect
                                     Colorado                            According to the 2017 CPP Annual Legislative
       Colorado Preschool
              Preschool     Program
                        Program        Students?
                                  Students?                              Report, in the 2015-2016 school year CPP served
  Abusive Adult in                                                       26,907 children, or nearly 20 percent of
           Home
                            2.96%
                                                                         Colorado’s 3- and 4-year-olds. CPP is funded at
 Parental Drug or                                                        half the amount of per-pupil revenue districts
                            5.19%
   Alcohol Abuse                                                         receive for other students; this amount is
                                                                         determined and appropriated each year
  Parent Under 18           5.52%
                                                                         through the formula in the School Finance
    Child in Foster                                                      Act. School districts receive funding for slots
                             5.77%
              Care                                                       and are required to use at least 95 percent of
    Homelessness             7.14%
                                                                         them for half-day preschool.

         Frequent
                              10.58%                                     Colorado’s public investment in early childhood
        Relocation
                                                                         education (ECE) and child care programs adds
  Parent Without
                                    18.83%                               $832 million to the economy, in both short-
    H.S. Diploma
                                                                         and long-term benefits, according to estimates
 Poor Social Skills                   25.86%                             by Early Milestones Colorado. These benefits
                                                                         include kindergarten students who are better
 Needs Language
                                          34.44%                         prepared to start school, higher academic
   Development
                                                                         achievement, higher adult wages, and
Eligible for Free or
   Reduced Lunch
                                                      63.14%             decreased rates of arrest. Early childhood
                                                                         investments typically take time to produce
                       0%           25%        50%      75%       100%   returns (e.g., reduced reliance on public
                              Percentage of CPP-Funded Kids              assistance, or reduced crime in adulthood), but
                                                                         CPP demonstrates savings more quickly. For
  Source: 2017 Colorado Preschool Program Annual Legislative Report
                                                                         example, CPP children are about half as likely
                                                                         to repeat a grade in kindergarten through third
                                                                         grade.

         Which Children Are Served by                                    As the 2016-2017 statewide average
         Colorado Preschool Program?                                     per-pupil funding was $7,425 for K-12
                             Asian: 3%                                   education, this indicates a savings of
                                                American Indian
                                                or Alaska Native: 1%
                                                                         over $11 million to the state in terms
                                     Black:                              of additional funding saved from
                                      8%
                                                                         being spent on repeated grades for
                                                                         three cohorts of CPP students, or
                                                                         about $3,692,700 per cohort funded.
         Hispanic:                           White:
           54%                                32%                        At the local level, the Denver Preschool
                                                                         Program (DPP) helps Denver 4-year-olds
                                                                         attend preschool, regardless of income. An
                                                                         evaluation of the program demonstrates its
                                                                         effectiveness in preparing children for success
                                                                         through third grade, regardless of income level,
                                                                         race, gender, or natural language. Earlier
                                                                         analysis by the Bell cites longitudinal studies of
                              Two or More Races: 3%                      programs like CPP and DPP which find a
         Less than 1 percent of children served by                       return on investment of nearly $13 for every $1
            CPP are Hawaiian/Pacific Islander
                                                                         invested. Nobel Laureate James Heckman’s
         Source: 2017 Colorado Preschool Program
                                                                         research also shows ample return on
                 Annual Legislative Report                               investment for preschool programs like CPP.

                                                                                                                        23
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