The Job Loss Handbook · The 30-Day Financial Reset
The Research Behind the Handbook
The handbook draws on published research and official guidance. The worksheets organize that information; they have not themselves been tested as an intervention. Here is that work, so you can read it yourself.
This page collects the published work behind The Job Loss Handbook — The
30-Day Financial Reset. Every document in the handbook was drafted against the
research and official guidance listed here, and we have tried to keep the
distance between a study's actual finding and the book's practical advice as
short as possible. The academic sources establish what job loss does to
income, health, and decision-making, and which kinds of help have actually
been tested. The institutional sources establish the rules — what
unemployment insurance requires, how COBRA and Marketplace coverage work,
what the IRS does to an early retirement withdrawal. Where the two disagreed,
the rules won, because the rules are what a reader is actually up against.
01
What losing a job actually does
The book opens with triage rather than reassurance because the measured harms of job loss arrive fast, compound, and are not primarily emotional.
Farber, H. S. (2017) · Journal of Labor Economics, 35(S1)
Using the 1984–2016 Displaced Workers Surveys, Farber documents substantial employment losses after displacement, especially difficulty returning to full-time work. For workers who move from one full-time job to another, average weekly earnings reductions are relatively small; much of the overall cost comes from reduced employment and hours. This is observational survey evidence, not a controlled experiment, so it describes what happens to displaced workers rather than isolating a single cause.
In the booksthe 30-day roadmap · the 13-week cash runway planner · the first paycheck back plan
Sullivan, D., & von Wachter, T. (2009) · The Quarterly Journal of Economics, 124(3)
Using Pennsylvania administrative records, the authors find markedly elevated mortality in the years after job loss among high-seniority male workers displaced during major employer contractions. That design reduces, but does not eliminate, the concern that workers lost their jobs because of pre-existing health or individual circumstances, and the estimates come from one state and one era.
In the booksthe health coverage comparison · the week-one triage
Paul, K. I., & Moser, K. (2009) · Journal of Vocational Behavior, 74(3)
A meta-analysis pooling hundreds of studies finds that unemployed people report substantially worse mental health than employed people, and that longitudinal studies point toward unemployment causing distress rather than only reflecting it. The underlying studies are mostly correlational, so the causal direction is inferred from the pattern across designs rather than demonstrated directly.
In the booksthe 30-day roadmap · the fired or terminated guide
Wanberg, C. R. (2012) · Annual Review of Psychology, 63
A review synthesizing what is known about how people actually experience and cope with unemployment, including the role of financial strain, structure, and social support in how badly the period goes. As a narrative review it summarizes and weighs other people's evidence rather than producing new findings.
In the booksthe 30-day roadmap · the job loss after 50 bridge · the single parent's money plan
U.S. Bureau of Labor Statistics (2024) · News Release USDL-24-1777
The official federal count of displaced workers, reporting 2.6 million people displaced from jobs held at least three years between January 2021 and December 2023, along with re-employment rates. This is government statistical reporting, not analysis. The headline figure focuses on workers displaced from jobs held at least three years; the same release counts 6.3 million displaced workers in total, including shorter tenures.
In the booksthe 30-day roadmap · the job loss without severance guide
02
Money, benefits, and decisions under pressure
Spending can fall when unemployment begins and drop sharply again when benefits expire, so the cash and benefits documents track both immediate bills and the date each income source ends — and they are built around an honest split in the evidence about whether financial education helps.
Ganong, P., & Noel, P. (2019) · American Economic Review, 109(7)
Using anonymized bank account data, the authors show that spending falls moderately while unemployment benefits are being paid and then drops sharply when those benefits are exhausted, indicating that households do not smooth the shock well on their own. The evidence is high-quality descriptive analysis of real transactions rather than a randomized study.
In the booksthe 13-week cash runway planner · the bill-cutting and creditor call kit · the benefits and deadlines organizer
Mani, A., Mullainathan, S., Shafir, E., & Zhao, J. (2013) · Science, 341(6149)
A laboratory experiment and a before-and-after study of farmers around harvest, reporting that preoccupation with money problems measurably reduced performance on reasoning tasks, suggesting scarcity itself consumes mental bandwidth. The original findings prompted methodological debate (Wicherts & Scholten, 2013, and the authors' response), and the broader scarcity literature has been contested since: an empirical audit found mixed replicability across 20 studies (O'Donnell et al., 2021, PNAS 118(44), doi:10.1073/pnas.2103313118), and the original authors replied that the audit mischaracterized the literature (Shah, Zhao, Mullainathan & Shafir, 2023, PNAS 120(26), doi:10.1073/pnas.2206054120). Neither is a direct replication of both original studies. We treat the finding as a reason to write shorter checklists, not as settled fact.
In the booksthe week-one triage · the benefits and deadlines organizer
Fernandes, D., Lynch, J. G., & Netemeyer, R. G. (2014) · Management Science, 60(8)
A meta-analysis concluding that financial education explains very little variation in later financial behavior, and that whatever effect exists decays quickly — leading the authors to argue for “just-in-time” help tied to an actual decision. The pooled studies vary widely in quality, and the paper is a critique of general financial education rather than proof that no intervention works.
In the booksthe 30-day roadmap · the how to use this collection section
Kaiser, T., Lusardi, A., Menkhoff, L., & Urban, C. (2022) · Journal of Financial Economics, 145(2)
A meta-analysis restricted to randomized controlled trials finds that financial education does improve financial knowledge and behavior, with effects comparable to interventions in other fields. Compared with earlier reviews, this analysis uses a larger body of randomized evidence and finds positive average effects; it does not directly test this handbook or its format.
In the booksthe how to use this collection section · the first paycheck back plan
03
Getting back to work
The job-search material is deliberately narrow because this is the one part of the subject with real randomized trials, and they point at specific behaviors rather than general encouragement.
Liu, S., Huang, J. L., & Wang, M. (2014) · Psychological Bulletin, 140(4)
Pooling randomized and quasi-experimental studies, this meta-analysis finds better employment outcomes for participants in job-search interventions. Programs incorporating skills training, self-efficacy, goal setting, proactivity, self-presentation, or social support tended to perform better than programs without those components. Effects vary considerably across programs, so the average conceals a wide range.
In the booksthe 30-day roadmap · the first paycheck back plan
van Hooft, E. A. J., Kammeyer-Mueller, J. D., Wanberg, C. R., Kanfer, R., & Basbug, G. (2021) · Journal of Applied Psychology, 106(5)
A quantitative review in which search intensity was associated with interviews, offers, and employment, while search quality and self-regulation were also associated with the quality of the resulting employment. Most of the pooled evidence is correlational, so this describes what successful searches look like more reliably than it proves what causes success.
In the booksthe 30-day roadmap · the job loss after 50 bridge
Vinokur, A. D., Schul, Y., Vuori, J., & Price, R. H. (2000) · Journal of Occupational Health Psychology, 5(1)
A two-year follow-up of the randomized JOBS II trial, reporting better re-employment and mental health outcomes for participants, with greater benefits among those who began with low job-search motivation and mastery. This is one of the few genuine randomized controlled trials in the field, though it tests one structured program in one setting, and attrition and analysis limitations still apply at long-term follow-up.
In the booksthe 30-day roadmap · the fired or terminated guide
Kroft, K., Lange, F., & Notowidigdo, M. J. (2013) · The Quarterly Journal of Economics, 128(3)
In a randomized résumé audit, employer callbacks declined as the applicant's spell of unemployment lengthened, indicating that time out of work is itself a penalty. Because the study used fictitious applications, it measures callbacks rather than actual hiring or wages.
In the booksthe 30-day roadmap · the job loss after 50 bridge · the job loss without severance guide
04
The official rules the book walks you through
Deadlines and eligibility rules are not opinions, so these sources are cited as authority rather than as evidence, and every one of them was checked against the agency's own current page.
U.S. Department of Labor (2026) · Office of Unemployment Insurance
The federal overview of unemployment insurance: the joint state-federal structure, the general eligibility standard of losing work through no fault of your own, base-period wage requirements, and the instruction to file with the state where you worked. Institutional guidance; each state sets its own detailed rules on top of this.
In the booksthe benefits and deadlines organizer · the state benefits directory · the unemployment tax organizer
U.S. Department of Labor (2026) · Employee Benefits Security Administration
The agency that administers COBRA explains who qualifies, which events trigger continuation rights, and the election and notice timelines that govern the decision. Institutional guidance, and the controlling detail for any individual is still their own plan document.
In the booksthe health coverage comparison · the health insurance after job loss guide
Centers for Medicare & Medicaid Services (2026) · HealthCare.gov
The federal Marketplace's own guidance on coverage after job loss, including the Special Enrollment Period a loss of job-based coverage opens, Medicaid and CHIP eligibility, and the note that the enhanced pandemic-era premium savings ended December 31, 2025. Institutional guidance that changes with the plan year, which is why the book's health documents carry dates.
In the booksthe health coverage comparison · the health insurance after job loss guide
Internal Revenue Service (2026, page updated July 22) · IRS Affordable Care Act guidance · accessed September 8, 2026
The IRS's own statement of what happens when advance premium tax credits exceed the credit a household is finally entitled to. Q31 confirms that for tax years after 2025 there is no repayment cap at any income level: the full excess must be repaid at filing. This is the source behind the handbook's warning to report income changes to the Marketplace promptly.
In the booksthe health insurance after job loss guide
The IRS statement of the 10% additional tax on early retirement distributions and its exceptions, including separation from service after age 55 and distributions for qualifying medical expenses. Institutional guidance; the exceptions are narrow and specific, and the rules for IRAs differ.
In the booksthe tax and retirement decision prep · the job loss after 50 bridge
Consumer Financial Protection Bureau (2026) · Consumer Financial Protection Bureau
The CFPB's field-tested toolkit for helping people set goals, track cash, and handle debt collectors, built for frontline workers rather than for classroom instruction. Institutional practitioner guidance; the toolkit itself is not presented as a tested-outcome intervention.
In the booksthe bill-cutting and creditor call kit · the 13-week cash runway planner · the one-income household reset