Spousal Spillovers in the Labor Market: A Structural Assessment
joint with Sigurd M. Galaasen, Norges Bankin Review of Economic Dynamics (DOI) (2025, vol. 58, October)We explore the importance and nature of elderly couples' labor market interlinkages, and how such linkages shape the response to welfare reforms. To this end, we develop a life-cycle model featuring dual-earner households with heterogeneous age gaps, non-separable leisure preferences, and endogenous retirement. To inform key preference parameters, our calibration exploits quasi-experimental evidence of spousal retirement spillovers from a pension reform in Norway. We show that the experimental evidence is highly informative about the degree of non-separability of leisure and that a substantial level of complementarity is required to match the data. Using our calibrated model, we find that the commonly observed tendency of couples to retire together, despite considerable age-gap heterogeneity, can be entirely explained by leisure complementarities. Moreover, comparing to a model with leisure separability reveals that one-third of the long-run labor supply effect of the pension reform is attributed to complementarity. This illustrates the importance of accounting for interdependent decisions when evaluating policy reforms.
Early Retirement Provision for Elderly Displaced Workers
joint with Andreas Myhre, Statistics Norwayin The Journal of the Economics of Ageing (DOI) (2025, vol. 31, June)This paper examines the effects of providing early retirement (ER) benefits to displaced workers with limited labor market opportunities at old age. An age-cutoff in eligibility for ER benefits in Norway, which we exploit using a regression discontinuity design, facilitates our study. We utilize detailed Norwegian matched employer-employee data containing information on bankruptcies occurring between 2001–2010 to identify job displacements, along with data on individual income, wealth, pensions, and social security benefits to examine behavioral effects of ER provision and the associated implications for welfare and policy. While we are unable to detect any distortionary effect on labor supply, we detect that those who lose ER eligibility substitute 69 percent of their lost benefits through uptake of other social security benefits, with 51 percentage points attributed to disability insurance and 13 percentage points to unemployment insurance. Applying the Baily-Chetty formula for optimal social security, we show that ER provision is a suboptimal policy.
Social Security Pension and the Effect on Household Saving
joint with Elin Halvorsen, Zhiyang Jia and Trond C. Vigtel, Statistics Norwayin The Scandinavian Journal of Economics (DOI) (2024, vol. 126, no. 1)This paper examines the substitution between pension wealth and household saving. To identify the effect of reductions in social security pension wealth on household saving, we utilize variations in changes in social security pension wealth induced by Norway's 2011 reform across different cohorts, time periods, and sectors. Our study focuses on saving behavior of individuals between ages 57–61, and we find that the annual saving rate increased by around 1.4 percentage points after the reform. When considering the overall life-cycle changes in household saving, this corresponds to a crowd-out effect of about 50 percent of the total loss in pension wealth.
Joint Retirement in Couples - Evidence of Complementarity in Leisure
in The Scandinavian Journal of Economics (DOI) (2021, vol. 123, no. 3)This paper examines leisure complementarities in the joint retirement decisions of couples by quantifying the effect of the 2011 Norwegian pension reform. The reform abolished an earnings test on early retirement benefits for private sector workers, but not for public sector workers. I analyze population‐wide registry data on labor market participation and consider couples where the focal partner works in the public sector with a spouse either employed in the private sector (treatment group) or the public sector (control group). I find that spousal spillovers account for over 40 percent of the aggregate employment effect for women. They claim less early retirement benefits, and both men and women pay additional labor income taxes. In total, government budgets improved by approximately $46 million due to the spousal spillover effect between 2012–2015.
Welfare Effects of Pension Reforms
joint with Zhiyang Jia and Trond C. Vigtel, Statistics NorwaySSB Discussion Papers, No. 1025 (2 July 2025)This paper investigates the welfare effects of two types of pension reforms aimed at addressing challenges due to aging populations. The study uses a framework by Kolsrud et. al (2024), decomposing welfare into consumption smoothing and fiscal externality effects. Norwegian administrative data is used to study the welfare effects of two reforms. The first is a hypothetical budget-neutral reform steepening pension incentives, which rewards late retirees. The second is the 2011 Norwegian old-age pension flexibility reform. We find that the first (hypothetical) reform is regressive. Based on consumption differences, such a reform incurs substantial consumption smoothing costs and results in significant overall welfare costs (0.4–0.5 NOK per 1 NOK transferred), highlighting the negative welfare impact of heavily penalizing early retirement. Conversely, the 2011 Norwegian old-age pension flexibility reform, which lowered the eligibility age (from age 67 to age 62) had a near-zero effect on total labor supply. Quasi-experimental evidence suggests this reform shifted the consumption distribution upwards and resulted in welfare gains, estimated at around NOK 138,000 per affected individual.
Long-term projections of pension adequacy om a selection of countries
Dekkers, Gijs; Halvorsen, Elin; Kruse, Herman; Kump, Nataša, Suchomel, Marek; Van den Bosch, KarelSince a couple of decades, the pension policy of member states is a focal point of attention on the European level. The Working Group on Ageing Populations and Sustainability produces the 2024 Ageing Report, which provides long-term projections of the economic and budgetary impact of population ageing at unchanged policy. The SPC Working Group on Pension Adequacy (SPC WGPA) in its Pension Adequacy Report (PAR) assesses the adequacy of pensions in the European Member States. This report includes prospective Theoretical Replacement Rates, which describe how a hypothetical retiree’s pension income in the first year after retirement would compare to their earnings immediately before retirement. In the 2024 PAR, this hypothetical individual is assumed to start his or her career in 2022 and retire in 2062. Prospective values of the key ISG indicators, such as the at-risk of poverty rate or the Gini, are not available.
Dynamic microsimulation models allow to simulate the behaviour of individuals and households over time. Often but not always, these models do this while aligning to auxiliary information, such as the projections of demographic or macroeconomic models. It was decided in the SPC WG AGE that Belgium, Czechia, Norway and Slovenia would use their dynamic microsimulation models to simulate possible developments of pension adequacy, while taking into account the projections and hypotheses of the 2024 Ageing Report . This report presents the results of this project, and therefore shows for a selection of countries (Belgium, Czechia, Slovenia, and Norway) how the adequacy of pensions would develop given the budgetary costs of ageing set out by the 2024 Ageing Report.
In this paper we study the so-called early claiming puzzle, i.e. the finding that too many start claiming pensions as soon as possible even though they would benefit financially by delaying. We use a dynamic micro-simulation model (MOSART) to calculate the inter-temporal trade-off each individual faces, and then use their actual choices to illicit their personal discount rate. Thereafter we aim to discuss to what extent this can be used to measure time preferences, after accounting for expected longevity, health and liquidity constraints.
The report analyses the economic and distributive effects of introducing a toiler pension supplement in the National Insurance scheme, based on the private sector model. Chapter 1 outlines the rules, stating that individuals with long careers in physically demanding jobs will receive a pension supplement. Eligibility criteria include a minimum pensionable income of 1 G in the year prior to claiming and an upper income limit for qualification. Chapter 2 details the MOSART model that we utilise for the analysis, which accounts for demographic trends, labour market behaviour, and social security history.
Chapter 3 presents key findings. The direct cost of the toiler pension is estimated to increase pension expenditure by approximately NOK 0.8 billion annually by 2060 and around 1.8 billion in a scenario where individuals refrain from engaging in labour market activities resulting in the loss of the toiler pension. Stronger behavioural changes, such as workers retiring earlier than planned, could significantly raise costs.
Chapter 4 explores an alternative approach where the toiler pension supplement is not linked to a fixed age but rather to the age at which an individual qualifies for retirement. This alternative better includes low-income workers and those with disrupted careers—groups with the greatest need for support. The model predicts that this will increase the number of recipients from 100,000 to 190,000 by 2060, with costs rising to NOK 3.4 billion. However, this ensures a more inclusive system that reaches vulnerable workers who would otherwise be excluded.
Chapter 5 concludes that while a toiler pension supplement could be a well-targeted social policy reform, its design has major budgetary implications. The alternative qualification method improves targeting but significantly increases costs.
Sannsynlighet for tidliguttak av alderspensjon i MOSART
joint with Dennis Fredriksen and Elin Halvorsen, Statistics Norway, SSB Rapporter 2024/10The 2011 pension reform introduced the possibility to claim old-age pension from 62 years of age, combined with continued work, without an earnings test. This lead to an increase in the public spending on pensions, and lead to an increasing number of people now claiming pension as early as possible, namely from age 62, despite claiming early leading to perpetually lower benefit levels compared to later claiming. Among 62-year-olds, as many as 1 out of 3 of those who qualify choose to claim pension early. This behavior has consequences for simulations of pensions in the microsimulation model MOSART, which is utilized by Statistics Norway in analyses of the economic sustainability of the pension system. In this report, we describe the characteristics of those who choose early pension withdrawal in combination with continued work, and how the transition probability from work to pension claiming is modelled in MOSART.
The current private sector early retirement program (AFP) exhibits shortcomings in its eligibility criteria for benefit take-up. Specifically, workers who end their careers outside a membership firm in the private sector or whose late-life career has gaps may disqualify from AFP benefits despite being a long-term member through the earlier career. Consequently, reforming the current AFP program in the private sector has been on the agenda for some time. The primary objective is to shift from a qualifying criterion based on the final years of the career to a mapping based on all member years. On the one hand, this would ensure that every member can claim a benefit, despite being a nonmember by the end of the career. On the other hand, this expansion of the program would necessarily increase the costs for both the member firms and the government. In 2021, the Labor Organization (LO) and the Confederation of Norwegian Enterprises (NHO) collaborated to publish a report titled «Utredning av en mulig reformert AFP-ordning i privat sektor» (in English: Investigation of a possible reformed AFP scheme in the private sector) (LO/NHO 2021). The report utilized the MOSART model operated by Statistics Norway. In the present report, commissioned by LO, we have provided additional analyses on the same subject.
Dynamisk justering av aldersgrensene i pensjonssystemet - belyst ved modellen MOSART
joint with Dennis Fredriksen and Nils Martin Stølen, Statistics Norway, SSB Rapporter 2022/22The report documents effects from quantitative calculations of a reform of the pension system if the age limits are gradually increased. To this end, we have used the microsimulation model MOSART. Increasing age limits will increase pension expenditures, and this is mainly driven by increased expenditures towards former disability pensioners and paying disability insurance to disabled past the age of 67. However, the results show that increased age limits increase labour supply, and thereby the tax base, which dampens the negative budget effects. Compared to continuing with the current system, but permanently shielding the minimum benefit level from the longevity adjustment, it is strikingly more efficient to also increase the age limits. This is because increased age limits push more workers to earn a higher income pension for themselves, pushing them up from the guarantee pension and minimum pension levels.
International journals:
Journal of Economic Behavior and Organization
Macroeconomic Dynamics
European Journal of Ageing
Journal of Population Economics
Norwegian journals:
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