Abstract
This paper explores the commuting paradox in the context of two-partner households by estimating the relationship between the subjective well-being of spouses and their commuting distances. Some of the former literature has found evidence that individuals are not fully compensated for changes in commuting (the commuting paradox). We study unitary, cooperative, and non-cooperative decision-making models to explore which describes the household decision on commuting in the data. We use panel data from the German Socio-Economic Panel (GSOEP). The regressions show clear evidence for cooperative household decision making on commuting distances (time) and do not show evidence of the commuting paradox. These results are robust in several robustness checks, including alternative definitions of household utility.
Similar content being viewed by others
Notes
We consider spouses as all couples sharing one household, which also applies for quasi-marital situations.
In general, the literature in urban economics has a substantial body of work on commuting and its various aspects of economic analysis (see Rouwendal and Nijkamp 2004; Rouwendal 2014). In addition to the approach of Stutzer and Frey (2008), other researchers estimated the willingness to pay for commuting using hedonic wage regressions (e.g., van Ommeren et al. 2000; Russo et al. 2012; Dauth and Haller 2016).
To reduce complexity, we focus on static models. For dynamic models, see Chiappori and Mazzocco (2017).
A simple function is the sum of the weighted individual utility \(U_{h} = \gamma U_{f} \left( {r,w_{f} ,D_{f} ,I} \right) + (1 - \gamma )U_{g} \left( {r,w_{g,} ,D_{g} ,I} \right)\), where the weights are constant.
Chiappori and Mazzocco (2017) show that the cooperative model is not defined if the weights are ½. In that case, we apply the unitary model.
The estimator was kindly provided by Dickerson et al. (2014).
We also tested the baseline regression model without the correction. The results remain robust and are available upon request.
Results available upon request.
Households in which the partners earn the same income are excluded.
References
Alonso W (1964) Location and land use. Toward a general theory of land rent. Harvard University Press, Cambridge
Baetschmann G, Staub KE, Winkelmann R (2015) Consistent estimation of the fixed effects ordered logit model. J R Stat Soc Ser A 178:685–703
Becker GS (1974) A theory of social interactions. J Polit Econ 82:1063–1093
Behrman JR (1997) Intrahousehold distribution and the family. In: Rosenzweig MR, Stark O (eds) Handbook of population and family economics 1 (A). Elsevier, Amsterdam, pp 125–187
Bergstrom TC (1989) A fresh look at the rotten kid theorem—and other household mysteries. J Polit Econ 98:1138–1159
Bergstrom TC, Blume L, Varian H (1986) On the provision of public goods. J Public Econ 29:25–49
Boehm MJ (2013) Concentration versus re-matching? Evidence about the locational effects of commuting cost. CEP Discussion Paper 1207
Browning M, Chiappori PA, Lechene V (2006) Collective and unitary models: a clarification. Rev Econ Househ 4:5–14
Browning M, Chiappori PA, Lewbel A (2013) Estimating consumption economies of scale, adult equivalence scales, and household bargaining power. Rev Econ Stud 80:1267–1303
Brueckner (1987) The structure of urban equilibria: a unified treatment of the Muth-Mills model. In: Mills ES (ed) Handbook of regional and urban economics, vol I. North-Holland, Amsterdam, pp 821–845
Carta F, De Philippis M (2018) You’ve come a long way, baby. Husbands’ commuting time and family labour supply. Reg Sci Urban Econ 69:25–37
Chiappori PA, Mazzocco M (2017) Static and intertemporal household decisions. J Econ Lit 55:985–1045
Curran C, Carlson LA, Ford DA (1982) A theory of residential location decisions of two-worker households. J Urban Econ 12:102–114
Das M, Van Soest A (1999) A panel data model for subjective information on household income growth. J Econ Behav Organ 40:409–426
Dauth W, Haller P (2016) The valuation of changes in commuting distances: an analysis using geo-referenced data. IAB-Discussion Paper no. 43/2016, Nuremberg
Dickerson A, Hole AR, Munford LA (2014) The relationship between well-being and commuting revisited: Does the choice of methodology matter? Reg Sci Urban Econ 49:321–329
Dolan P, Peasgood T, White M (2008) Do we really know what makes us happy? A review of the economic literature on the factors associated with subjective well-being. J Econ Psychol 29:94–122
European Working Condition Survey (2016) How many minutes per day do you usually spend travelling to and from work? (Working life perspectives) visualization. https://www.eurofound.europa.eu/data/european-working-conditions-survey?locale=EN&dataSource=EWCS2017NW&media=png&width=740&question=commute&plot=crossCountry&countryGroup=linear&subset=agecat_3&subsetValue=All&country=DE&countryB=EuropeanUnion. Accessed 29 Jan 2018
Ferrer-i-Carbonell A, Frijters P (2004) How important is methodology for the estimates of the determinants of happiness? Econ J 114:641–659
Fong Y, Zhang J (2001) The identification of unobservable independent and spousal leisure. J Polit Econ 109:191–202
Freedman O, Kern CR (1997) A model of workplace and residence choice in two-worker households. Reg Sci Urban Econ 27:241–260
Frey BS, Stutzer A (2014) Economic consequences of mispredicting utility. J Happiness Stud 15:937–956
Gimenez-Nadal JI, Molina JA (2016) Commuting time and household responsibilities: evidence using propensity score matching. J Reg Sci 56:332–359
Greene WH (2008) Econometric analysis, 6th edn. Pearson Prentice Hall, Upper Saddle River
Hanson S, Pratt G (1995) Gender, work, and space. Routledge, New York
Hirte G, Tscharaktschiew S (2013) Income tax deduction of commuting expenses in an urban CGE study: the case of German cities. Transp Policy 28:11–27
Hotchkiss D, White MJ (1993) A simulation model of a decentralized metropolitan area with two-worker, traditional, and female-headed households. J Urban Econ 34:159–185
Kahneman D, Krueger AB (2006) Developments in the measurement of subjective well-being. J Econ Perspect 20:3–24
Kahneman D, Krueger AB, Schkade DA, Schwarz N, Stone AA (2004) A survey method for characterizing daily life experience: the day reconstruction method. Science 306(5702):1776–1780
Künn-Nelen A (2016) Does commuting affect health? Health Econ 25:984–1004
Layard R, Mayraz G, Nickell S (2008) The marginal utility of income. J Public Econ 92:1846–1857
Lorenz O (2018) Does commuting matter to subjective well-being? J Transp Geogr 66:180–199
Luechinger S (2009) Valuing air quality using the life satisfaction approach. Econ J 119:482–515
Madden J (1981) Why women work closer to home. Urban Stud 18:181–194
Manser M, Brown M (1980) Marriage and household decision-making: a bargaining analysis. Int Econ Rev 21:31–44
McElroy MB, Horney MJ (1981) Nash-bargained household decisions: toward a generalization of the theory of demand. Int Econ Rev 22:333–349
Mills ES (1967) An aggregative model of resource allocation in a metropolitan area. Am Econ Rev 57:197–210
Mukherjee B, Ahn J, Liu I, Rathouz PJ, Sánchez BN (2008) Fitting stratified proportional odds models by amalgamating conditional likelihoods. Stat Med 27:4950–4971
Muth RF (1969) Cities and housing. University of Chicago Press, Chicago
Plaut PO (2006) The intra-household choices regarding commuting and housing. Transp Res Part A Policy Pract 40:561–571
Riedl M, Geishecker I (2014) Keep it simple: estimation strategies for ordered response models with fixed effects. J Appl Stat 41:2358–2374
Roback J (1982) Wages, rents, and the quality of life. J Polit Econ 90:1257–1278
Roberts J, Hodgson R, Dolan P (2011) “It’s driving her mad”: gender differences in the effects of commuting on psychological health. J Health Econ 30:1064–1076
Rosen S (1974) Hedonic prices and implicit markets: product differentiation in pure competition. J Polit Econ 82:34–55
Rouwendal J (2014) Commuting, housing, and labor markets. In: Fischer MM, Nijkamp P (eds) Handbook of regional science. Springer, Berlin, pp 75–91
Rouwendal J, Nijkamp P (2004) Living in two worlds: a review of home-to-work decisions. Growth Change 35:287–303
Russo G, van Ommeren J, Rietveld P (2012) The university workers’ willingness to pay for commuting. Transportation 39:1121–1132
Samuelson PA (1954) The pure theory of public expenditure. Rev Econ Stat 36:387–389
Singell LD, Lillydahl JH (1986) An empirical analysis of the commute to work patterns of males and females in two-earner households. Urban Stud 23:119–129
Small KA, Song S (1992) “Wasteful” commuting: a resolution. J Polit Econ 100(4):888–898
Stone AA, Schwartz JE, Schkade D, Schwarz N, Krueger A, Kahneman D (2006) A population approach to the study of emotion: diurnal rhythms of a working day examined with the Day Reconstruction Method. Emotion 6:139
Stutzer A, Frey BS (2008) Stress that doesn’t pay: the commuting paradox. Scand J Econ 110:339–366
Sultana S (2005) Effects of married-couple dual-earner households on metropolitan commuting: evidence from the Atlanta metropolitan area. Urban Geogr 26:328–352
Surprenant-Legault J, Patterson Z, El-Geneidy AM (2013) Commuting trade-offs and distance reduction in two-worker households. Transp Res Part A Policy Pract 51:12–28
Tscharaktschiew S, Hirte G (2010) How does the household structure shape the urban economy? Reg Sci Urban Econ 40:498–516
Turner T, Niemeier D (1997) Travel to work and household responsibility: new evidence. Transportation 24:397–419
Van den Berg GJ, Gorter C (1997) Job search and commuting time. J Bus Econ Stat 15:269–281
Van Ommeren J, Rietveld P, Nijkamp P (1997) Commuting: in search of jobs and residence. J Urban Econ 42:402–421
Van Ommeren J, Van den Berg GJ, Gorter C (2000) Estimating the marginal willingness to pay for commuting. J Reg Sci 40:541–563
van Ommeren JN, Gutierrez Puigarnau E (2010) Are workers with a long commute less productive? An empirical analysis of absenteeism. Reg Sci Urban Econ 41:1–8
Ward-Batts J (2008) Out of the wallet and into the purse using micro data to test income pooling. J Hum Resour 43:325–351
Wheatley D (2014) Travel-to-work and subjective well-being: a study of UK dual career households. J Transp Geogr 39:187–196
Wheaton WC (2004) Commuting, congestion, and employment dispersal in cities with mixed land use. J Urban Econ 55:417–438
White MJ (1977) A model of residential location choice and commuting by men and women workers. J Reg Sci 17:41–52
White MJ (1978) Job suburbanization, zoning and the welfare of urban minority groups. J Urban Econ 5:219–240
Wingerter C (2014) Berufspendler: Infrastruktur wichtiger als Benzinpreis. STATmagazin: Arbeitsmarkt 5
Acknowledgements
Funding for proofreading was provided by Program great!ipid4all supported by the DAAD and the Graduate Academy of TU Dresden.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Hirte, G., Illmann, U. Household decision making on commuting and the commuting paradox. Empirica 46, 63–101 (2019). https://doi.org/10.1007/s10663-018-9426-6
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10663-018-9426-6
Keywords
- Household decision
- Family decision
- Location theory
- Commuting distance
- Wage compensation
- Subjective well-being