Financial circumstances, mastery, and mental health: Taking unobserved time-stable influences into account. (April 2018)
- Record Type:
- Journal Article
- Title:
- Financial circumstances, mastery, and mental health: Taking unobserved time-stable influences into account. (April 2018)
- Main Title:
- Financial circumstances, mastery, and mental health: Taking unobserved time-stable influences into account
- Authors:
- Koltai, Jonathan
Bierman, Alex
Schieman, Scott - Abstract:
- Abstract: This paper examines whether low income and subjective financial strain are associated with mental health, as well as whether mastery weakens this association. We analyze three waves of a large sample of Canadians and utilize random and fixed effects regression strategies to assess bias introduced by unobserved time-stable confounders. In random effects models, both low income and subjective financial strain are associated with distress and anger. In fixed effects models that control for all time-stable confounders, the effect of low income is reduced to non-significance for both outcomes. The effect of subjective strain is also reduced in fixed effects models, but remained statistically significant. Sobel tests indicated that the effect of subjective strain on mental health is transmitted through mastery, but this indirect path is modest in magnitude. When interactions are tested, mastery weakens the association between subjective strain and distress, and this effect is robust to the influence of time-stable controls, but mastery does not buffer the subjective strain-anger relationship in either random or fixed-effects models. Finally, moving below the low income threshold increases anger for low mastery individuals, but seems to reduce anger when moving below the low income threshold is coupled with increases in mastery. Collectively, our findings demonstrate the importance of assessing the influence of unobserved time-stable confounders in stress research.Abstract: This paper examines whether low income and subjective financial strain are associated with mental health, as well as whether mastery weakens this association. We analyze three waves of a large sample of Canadians and utilize random and fixed effects regression strategies to assess bias introduced by unobserved time-stable confounders. In random effects models, both low income and subjective financial strain are associated with distress and anger. In fixed effects models that control for all time-stable confounders, the effect of low income is reduced to non-significance for both outcomes. The effect of subjective strain is also reduced in fixed effects models, but remained statistically significant. Sobel tests indicated that the effect of subjective strain on mental health is transmitted through mastery, but this indirect path is modest in magnitude. When interactions are tested, mastery weakens the association between subjective strain and distress, and this effect is robust to the influence of time-stable controls, but mastery does not buffer the subjective strain-anger relationship in either random or fixed-effects models. Finally, moving below the low income threshold increases anger for low mastery individuals, but seems to reduce anger when moving below the low income threshold is coupled with increases in mastery. Collectively, our findings demonstrate the importance of assessing the influence of unobserved time-stable confounders in stress research. Further, discrepancies in the moderating role of mastery reinforce calls for the assessment of multiple outcomes in mental health research. Highlights: We assess associations between financial circumstances and mental health longitudinally. Fixed effects models indicate a notable degree of spuriousness in these relationships. Mastery mediates these associations, but this indirect path is modest in magnitude. The direction and strength of mastery as a modifier depend on the predictor and outcome assessed. … (more)
- Is Part Of:
- Social science & medicine. Volume 202(2018)
- Journal:
- Social science & medicine
- Issue:
- Volume 202(2018)
- Issue Display:
- Volume 202, Issue 2018 (2018)
- Year:
- 2018
- Volume:
- 202
- Issue:
- 2018
- Issue Sort Value:
- 2018-0202-2018-0000
- Page Start:
- 108
- Page End:
- 116
- Publication Date:
- 2018-04
- Subjects:
- Financial strain -- Mastery -- Mental health -- Panel data -- Fixed effects -- Unobserved heterogeneity -- Canada
Social medicine -- Periodicals
Medical anthropology -- Periodicals
Public health -- Periodicals
Psychology -- Periodicals
Medicine -- Periodicals
Medicine -- Periodicals
Médecine sociale -- Périodiques
Anthropologie médicale -- Périodiques
Santé publique -- Périodiques
Psychologie -- Périodiques
Médecine -- Périodiques
Electronic journals
362.105 - Journal URLs:
- http://www.sciencedirect.com/science/journal/02779536 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.socscimed.2018.01.019 ↗
- Languages:
- English
- ISSNs:
- 0277-9536
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 8318.157000
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