Psychological characteristics and household savings behavior: The importance of accounting for latent heterogeneity

Patrick Gerhard, Joe J. Gladstone, Arvid O. I. Hoffmann

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

We employ a finite mixture model with maximum likelihood (ML) estimation to analyze latent heterogeneity in the relationship between psychological characteristics and household savings behavior. In a one-step ML estimation approach, we estimate a class membership model and a behavioral model of the classes jointly. Adopting this approach enables us to simultaneously assess how socio-demographic characteristics affect class membership probabilities and estimate class-specific regression coefficients, to test whether psychological characteristics predict savings behavior differently across latent classes. We apply this approach to a representative sample of UK households (n =3382) and identify two different latent classes: striving versus established households. We find that the relationship between psychological characteristics and savings behavior differs across these two classes, demonstrating the importance of accounting for latent heterogeneity when studying the drivers of savings behavior. Our results have implications for policymakers attempting to improve household savings behavior. (C) 2018 Elsevier B.V. All rights reserved.

Original languageEnglish
Pages (from-to)66-82
Number of pages17
JournalJournal of Economic Behavior & Organization
Volume148
DOIs
Publication statusPublished - 1 Apr 2018

Keywords

  • Consumer financial decision-making
  • Finite mixture model
  • Household finance
  • Latent class
  • Latent heterogeneity
  • Individual differences
  • Psychological characteristics
  • Savings behavior
  • Unobserved heterogeneity
  • REGULATORY FOCUS THEORY
  • 5 PERSONALITY-TRAITS
  • SELF-CONTROL
  • FINANCIAL EDUCATION
  • PEOPLE SAVE
  • LIFE-SPAN
  • INCOME
  • CREDIT
  • MOTIVATION
  • ECONOMICS
  • PERFORMANCE
  • ATTITUDES
  • ORIENTATION
  • PERSONALITY-TRAITS

Cite this

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title = "Psychological characteristics and household savings behavior: The importance of accounting for latent heterogeneity",
abstract = "We employ a finite mixture model with maximum likelihood (ML) estimation to analyze latent heterogeneity in the relationship between psychological characteristics and household savings behavior. In a one-step ML estimation approach, we estimate a class membership model and a behavioral model of the classes jointly. Adopting this approach enables us to simultaneously assess how socio-demographic characteristics affect class membership probabilities and estimate class-specific regression coefficients, to test whether psychological characteristics predict savings behavior differently across latent classes. We apply this approach to a representative sample of UK households (n =3382) and identify two different latent classes: striving versus established households. We find that the relationship between psychological characteristics and savings behavior differs across these two classes, demonstrating the importance of accounting for latent heterogeneity when studying the drivers of savings behavior. Our results have implications for policymakers attempting to improve household savings behavior. (C) 2018 Elsevier B.V. All rights reserved.",
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Psychological characteristics and household savings behavior: The importance of accounting for latent heterogeneity. / Gerhard, Patrick; Gladstone, Joe J.; Hoffmann, Arvid O. I.

In: Journal of Economic Behavior & Organization, Vol. 148, 01.04.2018, p. 66-82.

Research output: Contribution to journalArticleAcademicpeer-review

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