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The Value of Statistical Life and Quantification of Labor Market Frictions Cover

The Value of Statistical Life and Quantification of Labor Market Frictions

Open Access
|Jun 2026

Figures & Tables

Figure 1.

Hedonic Labor Market Equilibrium and Disequilibrium

Table I.

Worker Welfare Comparisons Between Equilibrium and Disequilibrium, Derived from VSL and Expressed per Statistical Fatality (2001 dollars)

(ii)(iii)(iv)(v)(vi)(vii)(viii)(ix)
(a)VSL for Occupation-or Industry-Switchers a$6.1 million$7 million$8.8 million$10 million
(b)Switcher and Non-Switcher Weighted Average VSL b$4.4 million$5.1 million$4.8 million$5.5 million
(c)Short-Run VSL c$5.8 M$6.6 M$8.2 M$8.6 M$6.7 M$7.6 M$9.5 M$9.8 M
(d)Long-Run VSL c$6.2 M$7.6 M$9.2 M$10.4 M$7.2 M$8.7 M$10.5 M$12 M
(e)In Year 0, Disequilibrium-vs-Equilibrium Worker Welfare Harm (per Statistical Fatality): (f) + [(d)-(c)]$2.5 M$3.7 M$3.9M$5.5 M$5.0 M$6.2 M$6.5 M$8.9 M
(f)In Year 2: (g) + [(d)-(c)]$2.1 M$2.7 M$2.9 M$3.7 M$4.5 M$5.1 M$5.5 M$6.7 M
(g)In Year 4: (a) – (b)$1.7 M$1.7 M$1.9 M$1.9 M$4.0 M$4.0 M$4.5 M$4.5 M
(h)In Year 6: (g) – [(d)-(c)]$1.3 M$0.7 M$0.9 M$0.1 M$3.5 M$2.9 M$3.5 M$2.3 M
(i)In Year 8: (h) – [(d)-(c)]$0.9 MFWIFWIFWI$3.0 M$1.8 M$2.5 M$0.1 M
(j)In Year 10: (i) – [(d)-(c)]$0.5 M$2.5 M$0.7 M$1.5 MFWI
(k)In Year 12: (j) – [(d)-(c)]$0.1 M$2.0 MFWI$0.5 M
(l)In Year 14: (k) – [(d)-(c)]FWI$1.5 MFWI
(m)In Year 16: (l) – [(d)-(c)]$1.0 M
(n)In Year 18: (m) – [(d)-(c)]$0.5 M
(o)In Year 20: (n) – [(d)-(c)]FWI

1a Source: Kniesner et al. (2012) Table 4 (various exploratory specifications).

1b Source: Author calculations using Kniesner et al. (2012) Table 4.

1c Source: Kniesner et al. (2012) Table 6.

1 FWI: Equilibrium, and thus full wage internalization, reached.

Table II.

Employment-Related Welfare Effects

(ii)(iii)(iv)(v)(vi)(vii)(viii)(ix)
Friction cost of job risk (could be avoided with voluntary unemployment), derived from Table I, *$830$850$930$1,120$2,270$1,940$2,290$2,240
Friction cost of job loss, per Kuminoff et al.’s (2015) Table 1, panel CExpansionNormal ConditionsRecession
Rehired at identical job after temporary layoff$1,230$1,620$2,490
Layoff leads to worker moving house$7,000$7,300$7,950

1* Other inputs: fatality risk of 6.415 × 10−5 (per Kniesner et al., 2012); 7% discount rate (for comparability with Kuminoff et al., 2015); linear interpolation between rows (e) and (f), (f) and (g), etc., of Table I. Non-fatal short-term risks and occupational exposure to fatal and non-fatal long-term health hazards introduce uncertainty into the estimates; the probable consequence, especially for the leftmost columns, is a tendency toward underestimation.

DOI: https://doi.org/10.2478/lel-2026-0001 | Journal eISSN: 3071-8317 | Journal ISSN: 3071-8317
Language: English
Page range: 1 - 8
Published on: Jun 11, 2026
Published by: Asociacion Española de Economia del Trabajo
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Elisabeth Ashley, published by Asociacion Española de Economia del Trabajo
This work is licensed under the Creative Commons Attribution-NonCommercial 4.0 License.