Skip to main content
Top

2013 | OriginalPaper | Chapter

32. Do Union Formation and Childbearing Improve Subjective Well-being? An Application of Propensity Score Matching to a Bulgarian Panel

Authors : Emiliano Sironi, Francesco C. Billari

Published in: Advances in Theoretical and Applied Statistics

Publisher: Springer Berlin Heidelberg

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The link between childbearing, union formation and subjective well-being is still under-investigated. A key problem is disentangling causal effects, a challenge when the interplay between life course pathways and states of mind is investigated. Here we use propensity score matching estimates applied to panel data to demonstrate how the birth of a first child or entry into union increase individuals’ psychological well-being and reduce disorientation in Bulgaria, a transition country with lowest-low fertility and postponement of union formation. Sensitivity analyses confirm the robustness of our findings to heterogeneous levels of hidden bias.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Footnotes
1
This variable is obtained after a principal factor analysis on three items that ask to respondents whether they agree or disagree to the following statements: “I have little influence over my fate”; “One can hardly find his/her orientation in life nowadays” and “No one cares what happens to other people”.
 
2
This variable is obtained from a factor extracted from answers to two questions where respondents had to choose over a five-point scale ranked from Completely Disagree to Strongly Agree. The wording of the items was: “During the past month have you ever felt very lonely or remote from other people?” and “During the past month have you ever felt depressed or very unhappy?”
 
3
Estimate results showed in Table 32.3 and 32.4 are invariant with respect to the imposition of common support, because very few units were excluded from the analysis after its imposition.
 
Literature
1.
go back to reference Ajzen, I.: Attitudes, Personality and Behavior. Open university Press, Milton Keynes (1988) Ajzen, I.: Attitudes, Personality and Behavior. Open university Press, Milton Keynes (1988)
2.
go back to reference Billari, F.C., Philipov, D., Testa, M.R.: Attitudes, norms and perceived behavioural control: explaining fertility intentions in Bulgaria. Eur. J. Popul. 25(4), 439–465 (2009)CrossRef Billari, F.C., Philipov, D., Testa, M.R.: Attitudes, norms and perceived behavioural control: explaining fertility intentions in Bulgaria. Eur. J. Popul. 25(4), 439–465 (2009)CrossRef
3.
go back to reference Caliendo, M, Kopeinig, S.: Some practical guidance for the implementation of propensity score matching. IZA DP N. 1588 (2005) Caliendo, M, Kopeinig, S.: Some practical guidance for the implementation of propensity score matching. IZA DP N. 1588 (2005)
4.
go back to reference Di Prete, T., Gangl, M.: Assessing bias in estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments. Socio. Meth. 35 (2005) Di Prete, T., Gangl, M.: Assessing bias in estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments. Socio. Meth. 35 (2005)
5.
go back to reference Durkheim, E.: The Division of Labour in Society. Free Press, New York (1893) Durkheim, E.: The Division of Labour in Society. Free Press, New York (1893)
6.
go back to reference Durkheim, E.: Suicide. Free Press, New York (1897) Durkheim, E.: Suicide. Free Press, New York (1897)
7.
go back to reference Easterlin, R.A.: Income and happiness: towards a unified theory. Econ. J. 111, 465–484 (2001)CrossRef Easterlin, R.A.: Income and happiness: towards a unified theory. Econ. J. 111, 465–484 (2001)CrossRef
8.
go back to reference Guo, A., Fraser, M.K.: Propensity Score Analysis. Sage Publications, London (2010) Guo, A., Fraser, M.K.: Propensity Score Analysis. Sage Publications, London (2010)
9.
go back to reference Heckman, J., Ichimura, H., Todd, P.: Matching as an econometric evaluation estimator: evidence from evaluating a job training programme. Rev. Econ. Stud. 64, 605–654 (1997)MATHCrossRef Heckman, J., Ichimura, H., Todd, P.: Matching as an econometric evaluation estimator: evidence from evaluating a job training programme. Rev. Econ. Stud. 64, 605–654 (1997)MATHCrossRef
10.
go back to reference Hoem, J.H., Kostova, D.: Early traces of the second demographic transition in Bulgaria: a joint analysis of marital and non-marital union formation, 1960–2004 Popul. Stud. 62(3), 259–271 (2008) Hoem, J.H., Kostova, D.: Early traces of the second demographic transition in Bulgaria: a joint analysis of marital and non-marital union formation, 1960–2004 Popul. Stud. 62(3), 259–271 (2008)
11.
go back to reference Kohler, H.P., Behrman, J.R., Skytthe, A.: Partner + children = happiness? An assessment of the effect of fertility and partnerships on subjective well-being in Danish twins. Popul. Dev. Rev. 31(3), 407–445 (2005) Kohler, H.P., Behrman, J.R., Skytthe, A.: Partner + children = happiness? An assessment of the effect of fertility and partnerships on subjective well-being in Danish twins. Popul. Dev. Rev. 31(3), 407–445 (2005)
12.
go back to reference Koytcheva, E.: Social-Demographic Differences of Fertility and Union Formation in Bulgaria Before and After the Start of the Societal Transition. Universitat Rostock (2006) Koytcheva, E.: Social-Demographic Differences of Fertility and Union Formation in Bulgaria Before and After the Start of the Societal Transition. Universitat Rostock (2006)
13.
go back to reference Leuven, E., Sianesi, B.: PSMATCH2: Stata Module to Perform Full Mahalanobis and Propensity Score Matching, Common Support Graphing and Covariate Imbalance Testing. Statistical Software Components S432001 Boston College Department of Economics (2003) Leuven, E., Sianesi, B.: PSMATCH2: Stata Module to Perform Full Mahalanobis and Propensity Score Matching, Common Support Graphing and Covariate Imbalance Testing. Statistical Software Components S432001 Boston College Department of Economics (2003)
14.
go back to reference Merton, R.: Social Theory and Social Structure. Free Press, New York (1968) Merton, R.: Social Theory and Social Structure. Free Press, New York (1968)
15.
go back to reference Philipov, D., Spéder, Z., Billari, F.C.: Soon, later, or ever? The impact of anomie and social capital on fertility intentions in Bulgaria (2002) and Hungary (2001). Popul. Stud. 60(3), 289–308 (2006)CrossRef Philipov, D., Spéder, Z., Billari, F.C.: Soon, later, or ever? The impact of anomie and social capital on fertility intentions in Bulgaria (2002) and Hungary (2001). Popul. Stud. 60(3), 289–308 (2006)CrossRef
16.
go back to reference Rosenbaum, P.R., Rubin, D.: The central role of the propensity score in observational studies for causal effects. Biometrika 70(1), 41–55 (1983)MathSciNetMATHCrossRef Rosenbaum, P.R., Rubin, D.: The central role of the propensity score in observational studies for causal effects. Biometrika 70(1), 41–55 (1983)MathSciNetMATHCrossRef
18.
go back to reference Rubin, D., Thomas, N.: Matching using estimated propensity scores: relating theory to practice. Biometrics 52, 249–264 (1996)MATHCrossRef Rubin, D., Thomas, N.: Matching using estimated propensity scores: relating theory to practice. Biometrics 52, 249–264 (1996)MATHCrossRef
Metadata
Title
Do Union Formation and Childbearing Improve Subjective Well-being? An Application of Propensity Score Matching to a Bulgarian Panel
Authors
Emiliano Sironi
Francesco C. Billari
Copyright Year
2013
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-35588-2_32

Premium Partner