A stochastic dominance approach to pension-fund selection

Author(s):  
Miloš Kopa ◽  
Audrius Kabašinskas ◽  
Kristina Šutienė

Abstract This paper contributes to the research on multi-pillar pension systems with main focus on private pension funds (PFs). In this context, the specific objective of this study is to determine which second-pillar private fund is the best for participants in such systems on the basis of their risk profile. Based on the assumptions on utility functions of the participants in a pension scheme, four types of stochastic dominance (SD) relations are considered, specifically first order, second order, third order and SD generated by utility functions with decreasing absolute risk aversion. We conduct an analysis under two distributional assumptions: empirical and stable distribution of returns. Moreover, the investors for which non-dominated funds are the optimal choices are identified. Allowing for diversification, the efficiency of the PFs with respect to several types of SD is tested. Then, the observed behaviour of participants in the last quarter/year is compared to the results of SD analysis. Finally, the identified SD relations are stress-tested using data originating from a period of turmoil. Despite the focus on Lithuanian PFs, the methodology developed in this work can be employed by participants or PF managers in similar markets of other countries.

2016 ◽  
Vol 113 (30) ◽  
pp. 8402-8407 ◽  
Author(s):  
Wilfried Genest ◽  
William R. Stauffer ◽  
Wolfram Schultz

Utility is the fundamental variable thought to underlie economic choices. In particular, utility functions are believed to reflect preferences toward risk, a key decision variable in many real-life situations. To assess the validity of utility representations, it is therefore important to examine risk preferences. In turn, this approach requires formal definitions of risk. A standard approach is to focus on the variance of reward distributions (variance-risk). In this study, we also examined a form of risk related to the skewness of reward distributions (skewness-risk). Thus, we tested the extent to which empirically derived utility functions predicted preferences for variance-risk and skewness-risk in macaques. The expected utilities calculated for various symmetrical and skewed gambles served to define formally the direction of stochastic dominance between gambles. In direct choices, the animals’ preferences followed both second-order (variance) and third-order (skewness) stochastic dominance. Specifically, for gambles with different variance but identical expected values (EVs), the monkeys preferred high-variance gambles at low EVs and low-variance gambles at high EVs; in gambles with different skewness but identical EVs and variances, the animals preferred positively over symmetrical and negatively skewed gambles in a strongly transitive fashion. Thus, the utility functions predicted the animals’ preferences for variance-risk and skewness-risk. Using these well-defined forms of risk, this study shows that monkeys’ choices conform to the internal reward valuations suggested by their utility functions. This result implies a representation of utility in monkeys that accounts for both variance-risk and skewness-risk preferences.


Author(s):  
K. N. C. Njoku ◽  
B. O. Osu

In this work, the optimal pension wealth investment strategy during the decumulation phase, in a defined contribution (DC) pension scheme is constructed. The pension plan member is allowed to invest in a risk free and a risky asset, under the constant elasticity of variance (CEV) model. The explicit solution of the constant relative risk aversion (CRRA) and constant absolute risk aversion (CARA) utility functions are obtained, using Legendre transform, dual theory, and change of variable methods. It is established herein that the elastic parameter, β, say, must not necessarily be equal to one (β ≠ 1). A theorem is constructed and proved on the wealth investment strategy. Observations and significant results are made and obtained, respectively in the comparison of our various utility functions and some previous results in literature.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ishay Wolf ◽  
Jose Maria Caridad y Ocerin

Purpose This paper aims to analytically show that in an over-lapping-generation (OLG) model, low earning cohorts bear unwanted risk and absorb higher economic cost than high earning cohorts do. Design/methodology/approach This paper aims to consider the individual's risk appetite, using a simple utility function, based on consumptions and discount rates in each period. This paper calibrates the model according to teh Israeli pension system as a representative of a small open developed organization for economic cooperation and development country. Israel is considered as unique case study in the pension landscape, as it implements almost pure defined contribution pension scheme with continuous trend of pension market capitalization (Giorno and Jacques, 2016). Hence, this study finds Israel suitable for examining the theoretical mix of pension scheme. That model enables exploring combined solutions for adequate old age benefits, involving the first and the second pension pillars, under fiscal constraints. Findings It comes out that for risk-averse individuals, the optimal degree of funding is negatively correlated to asset returns' volatility and positively correlated to earning decile level. The neglect of risk and individual's current earning level will thus overstate the contribution level and funded percentage from total contributions. Moreover, even in an economy with minimum government intervention, and highly developed private pension fund with high average of rate of return, the authors find it is optimal that the pension system contains a sizeable unfunded pillar. This paper innovates by revealing a socio-economic anomaly in design of mix pension systems in favor of high earning cohorts on the expense of economic loss of low earning cohorts. Practical implications The model presented in this paper could be implemented in countries with mix pension systems, as an alternative to public social transfers or means tested, alleviating poverty and inequality in old age. Additionally, this model could raise the public awareness of the financial sustainability of the unfunded pay-as-you-go pillar to diversify financial risk in pension systems, especially for low earning cohort in society. Social implications One area of research that is particularly relevant in this context concerns the issue of alleviating poverty and income inequality. It is often stressed that the prevention of old age poverty is among the central targets of well-designed pension system (Holzmann and Hinz, 2005). The conceptualization of minimum pension guarantee used in this composition allows to clearly capturing the notion of such a poverty and social targets as an integral part of the pension system rolls. Originality/value This paper innovates by revealing a socio-economic anomaly in design of mix pension systems in favor of high earning cohorts on the expense of economic loss of low earning cohorts. That comes to realize through the level of total contribution rates and funded share that are generally optimal for high earning cohorts but not for low earning cohorts. This paper identifies that the effect of anomaly is most significant in a market characterized with high income-inequality level. This paper finds that imposing intra-generational risk sharing instrument in the form of minimum pension guarantee can re-balance pension design among different earning cohorts. This solution demonstrates balancing effect on the entire economy.


2005 ◽  
Vol 50 (164) ◽  
pp. 135-149
Author(s):  
Dejan Trifunovic

In order to rank investments under uncertainty, the most widely used method is mean variance analysis. Stochastic dominance is an alternative concept which ranks investments by using the whole distribution function. There exist three models: first-order stochastic dominance is used when the distribution functions do not intersect, second-order stochastic dominance is applied to situations where the distribution functions intersect only once, while third-order stochastic dominance solves the ranking problem in the case of double intersection. Almost stochastic dominance is a special model. Finally we show that the existence of arbitrage opportunities implies the existence of stochastic dominance, while the reverse does not hold.


2020 ◽  
Vol 66 (10) ◽  
pp. 4630-4647 ◽  
Author(s):  
Rachel J. Huang ◽  
Larry Y. Tzeng ◽  
Lin Zhao

We develop a continuum of stochastic dominance rules for expected utility maximizers. The new rules encompass the traditional integer-degree stochastic dominance; between adjacent integer degrees, they formulate the consensus of individuals whose absolute risk aversion at the corresponding integer degree has a negative lower bound. By extending the concept of “uniform risk aversion” previously proposed in the literature to high-order risk preferences, we interpret the fractionalized degree parameter as a benchmark individual relative to whom all considered individuals are uniformly no less risk averse in the lottery choices. The equivalent distribution conditions for the new rules are provided, and the fractional degree “increase in risk” is defined. We generalize the previously defined notion of “risk apportionment” and demonstrate its usefulness in characterizing comparative statics of risk changes in fractional degrees. This paper was accepted by David Simchi-Levi, decision analysis.


Author(s):  
Zhang ◽  
Luo ◽  
Robinson

y applying a fuzzy regression discontinuity design, this study investigates whether sons, daughters, or parents are the beneficiaries of China’s New Rural Pension Scheme. Using data drawn from the China Health and Retirement Longitudinal Survey, our results indicate that pension income crowds out approximately 27.9% of the monetary support from adult sons and decreases the likelihood that adult sons live with their parents by 6.5%. However, we do not find a significant effect of pension income on the likelihood that adult daughters live with their parents. In regards to the well-being of parents, which is measured by consumption and health outcomes, the results show that pension income increases food and non-food consumption by 16.3 and 15.1%, respectively, and improves the psychological health of the elderly. Accounting for the different effects of pension income for those with different income levels, our results show that the New Rural Pension Scheme only has a significant effect on the poor elderly.


2012 ◽  
Vol 07 (01) ◽  
pp. 1250005 ◽  
Author(s):  
DOMINIC GASBARRO ◽  
WING-KEUNG WONG ◽  
J. KENTON ZUMWALT

Prospect theory suggests that risk seeking can occur when investors face losses and thus an S-shaped utility function can be useful in explaining investor behavior. Using stochastic dominance procedures, Post and Levy (2015) find evidence of reverse S-shaped utility functions. This is consistent with investors exhibiting risk-seeking tendencies in bull markets and risk aversion in bear markets. We use both ascending and descending stochastic dominance procedures to test for risk-averse and risk-seeking behavior. By partitioning iShares' return distributions into negative and positive return regions, we find evidence of all four utility functions: concave, convex, S-shaped and reverse S-shaped.


2020 ◽  
Vol 12 (11) ◽  
pp. 4425 ◽  
Author(s):  
Anna Jędrzychowska ◽  
Ilona Kwiecień ◽  
Ewa Poprawska

A gender gap in pensions has recently been discussed in the context of non-discrimination and the sustainability of pension systems. Such systems in Europe are evolving towards strengthening the role of individual contributions from periods of paid work. Among other factors, the women’s pension gap is affected by interruptions in employment arising from care responsibilities. The purpose of this article is to measure the pension gap associated with having children in defined contribution pension systems. Using financial mathematics, the retirement capital of a childless woman (without breaks in work) was determined and compared with mothers of 1–4 children. The results indicate that the motherhood pension gap is approximately 4.5%–9.5%, 7.5%–15%, 9%–20%, and 12.5%–25% for mothers of 1, 2, 3, and 4 children, respectively. Measuring these individual gaps allows the cost of investing in children to be estimated. Significant for systemic and individual decisions is that the gap size is highest by the first and the second child, however the decision about the third child—relevant to the demography as ensuring the generational replacement—means the whole pension gap could rise to 20%. This could help support a policy of counteracting adverse demographic trends in fertility rates through the building of socially sustainable pensions schemes. In terms of future research, it forms the basis for building a gap measurement model that takes into account various drivers of the gender gap.


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