Table of contents
01 Executive summary 02 About the data: from 41,840 to 269,450 survey completions 03 The $103,581 question: income expectations meet reality 04 Housing dreams: modest aspirations dominate 05 The child-free generation? Not quite 06 Transportation: practical choices prevail 07 Food and lifestyle: balancing budget and experience 08 Savings and retirement: a generation thinking ahead 09 Breaking down the budget: where the money goes 10 What changed since the first wave of data 11 Implications for educators and career counselors 12 Frequently asked questions 13 The generation of pragmatic dreamers 14 Key statistics summary 15 SourcesExecutive summary
What kind of adult life are today's students actually planning for? A year ago, Pathful answered that question with data from 41,840 students who completed our Lifestyle Calculator. That dataset has now grown more than sixfold. This expanded white paper draws on 269,450 completions, giving educators, counselors, and district leaders the largest and most current picture available of how students expect to earn, live, spend, save, and retire.
The updated numbers confirm the core story from our original analysis while sharpening the details. Students now calculate an average required income of $103,581.32 per year, with a median of $85,000. Housing expectations remain modest, with basic apartments and average homes together accounting for 63.3% of student expectations. Family planning preferences show a narrow plurality choosing to remain child-free, while a majority still expect to raise children. Students continue to favor practical transportation and home-cooked meals over higher-cost alternatives, and a strong majority plan to save well beyond the bare minimum.
Taken together, this data continues to describe a generation of pragmatic dreamers: students who hold real aspirations for comfortable, secure lives, but who are also thinking carefully about trade-offs, budgets, and the connection between career choice and lifestyle outcome. For educators and Career Readiness and Development (CRD) leaders, this expanded dataset offers a clearer, more statistically stable foundation for aligning career guidance, course planning, and work-based learning with what students actually expect from their futures.
About the data: from 41,840 to 269,450 survey completions
Pathful's Lifestyle Calculator asks students to build a realistic monthly budget by making choices across housing, transportation, food, family size, savings, personal spending, and retirement. The tool then calculates the annual income a student would need to support the life they have described. Because the exercise asks students to make specific, concrete trade-offs rather than answer abstract survey questions, it produces an unusually detailed picture of how young people think about money and adulthood.
This update reflects 269,450 total completions, compared with 41,840 in the original analysis published in September 2025. The larger sample smooths out some of the volatility present in the earlier dataset and gives districts more confidence that the patterns described here reflect broad student thinking rather than a smaller, less representative group.
The $103,581 question: income expectations meet reality
The single most important figure in this dataset is the income students calculate they will need to support the life they have described. Across 269,450 completions, the average required income is $103,581.32 per year, up from $100,165 in the original analysis. The median required income is $85,000, up from $83,000.
The gap between the average and the median matters. A median of $85,000 means that half of all students who completed the Lifestyle Calculator built a budget requiring less than that amount, while the average is pulled upward by a smaller group of students who built substantially higher-cost lifestyles. This is consistent with the original wave of data, in which the maximum calculated requirement reached over $1.1 million while the minimum was as low as $16,000. The persistence of this spread across a dataset six times larger suggests it is a stable feature of how students plan, not statistical noise.
For context, national wage data shows why this gap matters for career guidance. Full-time workers with only a high school diploma earned median weekly earnings of $953 in the first quarter of 2025, or roughly $49,500 annualized, compared with $1,754 per week for workers with a bachelor's degree or higher, or about $91,200 annualized.
Housing dreams: modest aspirations dominate
Housing choices remain the largest single driver of students' calculated budgets. Across the full 269,450-student dataset, expectations remain concentrated in modest housing types.
Basic apartments and average homes together account for 63.3% of student expectations, essentially unchanged from the 63.1% recorded in the original analysis. Living with relatives declined slightly, from 13.6% to 12.5%, while both luxury housing categories ticked upward. That modest shift toward luxury home (up from 12.8% to 13.3%) and luxury apartment (up from 10.4% to 10.9%) options, paired with a decline in the living-with-relatives category, may reflect growing optimism among some students even as national housing affordability data continues to show record numbers of young adults delaying independent living.
That broader affordability context is worth naming directly for counselors. National data shows a record 25.2 million adults under 35, or roughly one in three, lived with a parent in 2025, and separate Federal Reserve data found 49% of adults under 30 lived with a parent, up 12 percentage points since 2019. Housing choices discussed in career and postsecondary planning conversations should account for this reality even where students themselves are not yet planning around it.
The child-free generation? Not quite
| Family plan | Share of students |
|---|---|
| No children | 41.0% |
| Two children | 28.1% |
| One child | 17.9% |
| Three or more children | 13.0% |
A plurality of students, 41.0%, plan to have no children, essentially unchanged from the 41.2% recorded in the original wave. Still, a clear majority, 59.0%, expect to raise at least one child, with two-child households remaining the most common family size students plan for among those who expect children at all. This suggests that reports of a fully "child-free generation" overstate the shift. What the data actually shows is a generation planning for smaller families on average, not the disappearance of family planning as a life goal.
Transportation: practical choices prevail
| Transportation choice | Share of students |
|---|---|
| Used car | 48.4% |
| New car | 42.4% |
| Self-powered (walking, biking) or public transit | 9.2% |
Nearly half of students, 48.4%, plan to purchase a used car, continuing the practical, cost-conscious pattern seen in the original analysis, though the new car share has grown from 41.9% to 42.4% and the used car share has softened slightly from 49.5%. The share of students planning around self-powered or public transit options rose from 8.6% to 9.2%, a small but notable increase that may be worth monitoring as districts in transit-accessible areas build career and lifestyle guidance.
Food and lifestyle: balancing budget and experience
| Food plan | Share |
|---|---|
| Cook at home with occasional dining out | 41.6% |
| Prepare all meals at home | 34.4% |
| Home cooking plus regular dining out | 19.5% |
| Eat out for all meals | 4.5% |
| Spending style | Share |
|---|---|
| Good (moderate spending) | 62.8% |
| Stick to Basics (minimal spending) | 22.3% |
| High-End | 7.7% |
| Gucci (luxury spending) | 7.3% |
Home cooking remains the dominant expectation, with 76.0% of students planning to prepare most or all of their own meals, down only slightly from 77.4% in the original dataset. This continues to point toward both financial pragmatism and a generational leaning toward home-based food habits over restaurant dependence.
Personal spending preferences remain heavily concentrated in the moderate range, with 62.8% of students choosing a comfortable but not excessive spending level. The two higher-spending categories combined, High-End and Gucci, now account for 15.0% of students, up from 13.7% in the original wave, a modest but consistent shift alongside the small increases seen in luxury housing and new car preferences.
Savings and retirement: a generation thinking ahead
Savings behavior continues to be one of the most encouraging findings in this dataset. A combined 82.2% of students plan to save beyond the bare minimum, nearly identical to the 82.7% recorded previously. This consistency across a dataset six times larger reinforces that strong savings intent is a durable, broad-based pattern among students rather than an artifact of an earlier, smaller sample.
| Savings habit | Share |
|---|---|
| Large savings | 29.7% |
| Solid savings | 28.0% |
| Above minimum savings | 24.5% |
| Bare minimum savings | 17.8% |
| Retirement plan | Share |
|---|---|
| Retire at 65 | 35.7% |
| Never retire | 23.6% |
| Semi-retire at 50 | 22.4% |
| Retire at 40 | 18.3% |
Traditional retirement at 65 remains the single most common expectation, chosen by 35.7% of students, up slightly from 35.3%. The share of students who never want to retire declined from 24.5% to 23.6%, while early and semi-retirement expectations both edged upward. Whether this reflects growing confidence in nontraditional retirement pathways, evolving views on meaningful work, or simply the shifting composition of a much larger sample is a question worth exploring in future waves of this data.
Breaking down the budget: where the money goes
Average monthly expense allocations reveal how students prioritize their budgets once housing, transportation, food, and savings choices are combined.
Housing remains the largest single line item at 22.6% of the average student budget, followed by miscellaneous spending at 18.0% and transportation at 15.6%. The combined allocation to retirement and savings now stands at 22.8% of the average monthly budget, up from 22.7% previously, reinforcing that long-term financial planning continues to command a meaningful share of how students imagine their future spending. Average monthly expenses rose from $6,421 to $6,640, an increase broadly consistent with the rise in average required income.
What changed since the first wave of data
With the dataset now more than six times larger, it is worth asking directly: did a bigger sample change the story? Largely, no. The core patterns from the original 41,840-student analysis held up as the dataset grew to 269,450 completions. A few modest shifts are worth flagging for counselors and district leaders:
- Average required income rose from $100,165 to $103,581.32, and median required income rose from $83,000 to $85,000, a modest but real increase consistent with broader cost-of-living trends.
- Luxury housing, new cars, and higher-end personal spending categories all ticked upward slightly, while living with relatives and used car preferences softened slightly.
- Savings intent held essentially flat, with 82.2% of students still planning to save beyond the bare minimum.
- Retirement expectations shifted modestly toward earlier retirement timelines, with fewer students selecting "never retire."
- Family planning preferences remained almost perfectly stable, with 59.0% of students still expecting to raise at least one child.
The overall conclusion is one of stability with modest upward drift in cost expectations. This gives districts more confidence that the guidance strategies suggested in the original analysis remain valid, while the updated dollar figures should be used going forward for any career and lifestyle planning conversations.
Implications for educators and career counselors
Financial literacy efforts are working, but gaps remain
Students continue to show strong general awareness of financial trade-offs, but national research suggests there is still real room to grow. Gen Z respondents answered only 38% of questions correctly on the 2026 TIAA Institute-GFLEC Personal Finance Index, the lowest of any generation measured, and nearly half of Gen Z adults report living paycheck to paycheck. Pairing tools like the Lifestyle Calculator with structured financial literacy instruction can help close that gap.
Career matching must reflect real income requirements
With a median required income of $85,000, counselors should help students connect specific career pathways and required credentials to realistic earning potential, using current labor market and wage data rather than general assumptions about any single career path.
Skilled trades and other high-shortage industries deserve a bigger spotlight
Not every student is planning toward a luxury lifestyle, and that matters more than it might first appear. A majority of students continue to plan modest, achievable lifestyles well within reach of technical careers, apprenticeships, and other CTE-aligned pathways, not only four-year degree tracks. At the same time, several of the industries best positioned to meet a $85,000 median income target are also the industries with the largest projected worker shortages in the country, which makes this less a talking point and more a planning imperative.
The construction industry alone needs an estimated 349,000 net new workers in 2026. Electricians are projected to see roughly 81,000 openings per year over the next decade, with employment growth of 9%, about triple the average growth rate projected across all occupations, while plumbers, pipefitters, and steamfitters are projected to add another 44,000 openings a year. Industry research further estimates that for every five skilled trades workers who retire from construction and manufacturing, only two replacements currently enter the field. Healthcare shows a comparable gap: the Bureau of Labor Statistics projects more than 189,000 average annual registered nurse openings between 2024 and 2034, and the Association of American Medical Colleges projects a physician shortfall of up to 86,000 by 2036.
| Occupation | Projected annual openings | Projected growth | Typical entry path |
|---|---|---|---|
| Electricians | ~81,000/year | 9% (2024–2034) | Apprenticeship, no four-year degree |
| Plumbers, pipefitters, steamfitters | ~44,000/year | 4% (2024–2034) | Apprenticeship, no four-year degree |
| Carpenters | ~74,100/year | 4% (2024–2034) | Apprenticeship, no four-year degree |
| Registered nurses | ~189,000/year | 6% (2024–2034) | Associate or bachelor's degree |
| HVAC technicians | Elevated regional demand | 8.1% (2024–2034) | Certificate or apprenticeship |
These are not niche openings. Median pay for electricians and plumbers now runs in the low-to-mid $60,000s nationally, and experienced tradespeople in high-demand markets regularly clear six figures, often with little or no student debt attached. That combination, a credential earned in a fraction of the time of a bachelor's degree, paid on-the-job training, and a realistic path to or above the $85,000 median income students are already calculating, makes skilled trades and allied health pathways some of the most direct routes to the exact lifestyle outcomes this dataset describes. Counselors, CTE directors, and program leaders reviewing Comprehensive Local Needs Assessment (CLNA) data as part of the Perkins V application cycle should treat these national shortage figures as a prompt to check local labor market alignment for construction, manufacturing, and healthcare pathways specifically, since gaps identified here often translate directly into allowable Perkins expenditures for equipment, credentialing, and work-based learning.
Housing affordability should be part of the conversation
Even as this dataset shows a small increase in luxury housing expectations, the broader national picture, with a record 25.2 million adults under 35 living with a parent, means career guidance conversations should include geographic cost-of-living considerations, not just income targets.
Retirement and long-term planning belong in career conversations earlier
With nearly a quarter of students planning to never retire and combined savings and retirement allocations approaching 23% of the average monthly budget, career guidance should introduce long-term financial planning concepts well before graduation, not only in a single senior-year unit.
Program of study planning should track local shortage data, not just national trends
National shortage figures are a useful starting point, but they vary significantly by region. A district evaluating whether to launch or expand a construction, manufacturing, HVAC, or health science pathway should pair this lifestyle expectations data with its own labor market analysis, the same framework outlined in Pathful's New CTE Pathway Launch Playbook, to confirm that local employer demand, not just national averages, supports the investment before committing budget and staffing.
Frequently asked questions
How much income do students think they need to live comfortably?
Based on 269,450 completions of Pathful's Lifestyle Calculator, students calculate an average required income of $103,581.32 per year, with a median of $85,000.
What percentage of students plan to have children?
59.0% of students plan to have at least one child, with 28.1% planning for two children, 17.9% planning for one child, and 13.0% planning for three or more. 41.0% plan to have no children.
What type of housing do most students expect to live in?
37.0% of students expect to live in a basic apartment and 26.3% expect an average home, together accounting for 63.3% of all housing expectations across the dataset.
How much do students expect to spend on housing each month?
Housing is the largest average monthly expense category at $1,500, or 22.6% of the average student budget.
What share of students plan to save beyond the bare minimum?
82.2% of students plan to save above the bare minimum, split across large savings (29.7%), solid savings (28.0%), and above-minimum savings (24.5%).
At what age do students expect to retire?
35.7% of students expect to retire at 65, 23.6% never want to retire, 22.4% plan to semi-retire around age 50, and 18.3% hope to retire around age 40.
The generation of pragmatic dreamers
Expanding this dataset from 41,840 to 269,450 students has not changed the fundamental story. It has confirmed it. Today's students remain pragmatic dreamers: they hold real aspirations for comfortable homes, reliable transportation, and eventual financial security, while planning around trade-offs and understanding that career choice has direct implications for lifestyle possibilities.
The modest upward drift in income expectations, luxury housing, and personal spending, paired with continued strength in savings intent, suggests a generation that is neither purely cautious nor purely aspirational, but is actively working out a realistic middle ground. As educators and Career Readiness and Development leaders, our role is to keep giving students concrete tools, like the Lifestyle Calculator, that connect today's classroom decisions to tomorrow's financial realities, and to keep listening as that picture continues to evolve.
Key statistics summary
Sources
- Pathful Lifestyle Calculator aggregate data, 269,450 completions (primary dataset for this white paper), Pathful, Inc.
- Usual Weekly Earnings by Educational Attainment, First Quarter 2025, U.S. Bureau of Labor Statistics
- Education Pays, 2024, Career Outlook, U.S. Bureau of Labor Statistics
- Median Weekly Earnings by Educational Attainment, Third Quarter 2024, U.S. Bureau of Labor Statistics
- 2026 P-Fin Index: A Decade of U.S. Financial Literacy, TIAA Institute-GFLEC
- Financial Literacy Drops To 10-Year Low, And Gen Z Is Struggling The Most, Forbes Advisor
- The Empty Nest Is on Hold: 1 in 3 Adults Under 35 Lives With Their Parents, Realtor.com
- The Nest Isn't So Empty: Affordability Crunch Has 49% of Young Adults Living With Parents, The National News Desk
- BofA Study Finds Fewer Gen Z Rely on Family for Financial Assistance, Even With 42% Living Paycheck to Paycheck, Bank of America Institute
- 2026 Wells Fargo Money Study Reveals Americans Redefining the American Dream, Wells Fargo Newsroom
- Trends in Higher Education Series: Education Pays 2026, College Board
- Occupational Outlook Handbook, Electricians, U.S. Bureau of Labor Statistics
- Skilled Trades Initiatives Expand as Demand for Workers Is Projected to Grow, Facilities Dive
- Critical Skilled Trades Shortage Threatens $1T in Economic Losses, JLL
- Skilled Trades Shortage 2026: 349K Jobs, BLS Data, TradeColleges.org
- Healthcare Staffing Outlook 2026: Signs of Recovery, Healthcare Business Today
Additional context on career readiness gaps, employer confidence, and work-based learning outcomes referenced throughout Pathful's Compass content is drawn from Pathful's white paper "Why Career Readiness & Development Matters," available on Pathful Compass.