No causal associations between childhood family income and subsequent psychiatric disorders, substance misuse and violent crime arrests: a nationwide Finnish study of >650 000 individuals and their siblings
<strong>Background</strong> Childhood family income has been shown to be associated with later psychiatric disorders, substance misuse and violent crime, but the consistency, strength and causal nature of these associations remain unclear. <br> <strong>Methods</strong>...
| Main Authors: | , , , , , |
|---|---|
| Format: | Journal article |
| Language: | English |
| Published: |
International Epidemiological Association
2021
|
| _version_ | 1797083722960338944 |
|---|---|
| author | Sariaslan, A Mikkonen, J Aaltonen, M Hiilamo, H Martikainen, P Fazel, S |
| author_facet | Sariaslan, A Mikkonen, J Aaltonen, M Hiilamo, H Martikainen, P Fazel, S |
| author_sort | Sariaslan, A |
| collection | OXFORD |
| description | <strong>Background</strong>
Childhood family income has been shown to be associated with later psychiatric disorders, substance misuse and violent crime, but the consistency, strength and causal nature of these associations remain unclear.
<br>
<strong>Methods</strong>
We conducted a nationwide cohort and co-sibling study of 650 680 individuals (426 886 siblings) born in Finland between 1986 and 1996 to re-examine these associations by accounting for unmeasured confounders shared between siblings. The participants were followed up from their 15th birthday until they either migrated, died, met criteria for the outcome of interest or reached the end of the study period (31 December 2017 or 31 December 2018 for substance misuse). The associations were adjusted for sex, birth year and birth order, and expressed as adjusted hazard ratios (aHRs). The outcomes included a diagnosis of a severe mental illness (schizophrenia-spectrum disorders or bipolar disorder), depression and anxiety. Substance misuse (e.g. medication prescription, hospitalization or death due to a substance use disorder or arrest for drug-related crime) and violent crime arrests were also examined. Stratified Cox regression models accounted for unmeasured confounders shared between differentially exposed siblings.
<br>
<strong>Results</strong>
For each $15 000 increase in family income at age 15 years, the risks of the outcomes were reduced by between 9% in severe mental illness (aHR = 0.91; 95% confidence interval: 0.90–0.92) and 23% in violent crime arrests (aHR = 0.77; 0.76–0.78). These associations were fully attenuated in the sibling-comparison models (aHR range: 0.99–1.00). Sensitivity analyses confirmed the latter findings.
<br>
<strong>Conclusions</strong>
Associations between childhood family income and subsequent risks for psychiatric disorders, substance misuse and violent crime arrest were not consistent with a causal interpretation. |
| first_indexed | 2024-03-07T01:45:27Z |
| format | Journal article |
| id | oxford-uuid:9843ba71-5ebf-4060-90bc-db7df18e1c2c |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-07T01:45:27Z |
| publishDate | 2021 |
| publisher | International Epidemiological Association |
| record_format | dspace |
| spelling | oxford-uuid:9843ba71-5ebf-4060-90bc-db7df18e1c2c2022-03-27T00:05:45ZNo causal associations between childhood family income and subsequent psychiatric disorders, substance misuse and violent crime arrests: a nationwide Finnish study of >650 000 individuals and their siblingsJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:9843ba71-5ebf-4060-90bc-db7df18e1c2cEnglishSymplectic ElementsInternational Epidemiological Association2021Sariaslan, AMikkonen, JAaltonen, MHiilamo, HMartikainen, PFazel, S<strong>Background</strong> Childhood family income has been shown to be associated with later psychiatric disorders, substance misuse and violent crime, but the consistency, strength and causal nature of these associations remain unclear. <br> <strong>Methods</strong> We conducted a nationwide cohort and co-sibling study of 650 680 individuals (426 886 siblings) born in Finland between 1986 and 1996 to re-examine these associations by accounting for unmeasured confounders shared between siblings. The participants were followed up from their 15th birthday until they either migrated, died, met criteria for the outcome of interest or reached the end of the study period (31 December 2017 or 31 December 2018 for substance misuse). The associations were adjusted for sex, birth year and birth order, and expressed as adjusted hazard ratios (aHRs). The outcomes included a diagnosis of a severe mental illness (schizophrenia-spectrum disorders or bipolar disorder), depression and anxiety. Substance misuse (e.g. medication prescription, hospitalization or death due to a substance use disorder or arrest for drug-related crime) and violent crime arrests were also examined. Stratified Cox regression models accounted for unmeasured confounders shared between differentially exposed siblings. <br> <strong>Results</strong> For each $15 000 increase in family income at age 15 years, the risks of the outcomes were reduced by between 9% in severe mental illness (aHR = 0.91; 95% confidence interval: 0.90–0.92) and 23% in violent crime arrests (aHR = 0.77; 0.76–0.78). These associations were fully attenuated in the sibling-comparison models (aHR range: 0.99–1.00). Sensitivity analyses confirmed the latter findings. <br> <strong>Conclusions</strong> Associations between childhood family income and subsequent risks for psychiatric disorders, substance misuse and violent crime arrest were not consistent with a causal interpretation. |
| spellingShingle | Sariaslan, A Mikkonen, J Aaltonen, M Hiilamo, H Martikainen, P Fazel, S No causal associations between childhood family income and subsequent psychiatric disorders, substance misuse and violent crime arrests: a nationwide Finnish study of >650 000 individuals and their siblings |
| title | No causal associations between childhood family income and subsequent psychiatric disorders, substance misuse and violent crime arrests: a nationwide Finnish study of >650 000 individuals and their siblings |
| title_full | No causal associations between childhood family income and subsequent psychiatric disorders, substance misuse and violent crime arrests: a nationwide Finnish study of >650 000 individuals and their siblings |
| title_fullStr | No causal associations between childhood family income and subsequent psychiatric disorders, substance misuse and violent crime arrests: a nationwide Finnish study of >650 000 individuals and their siblings |
| title_full_unstemmed | No causal associations between childhood family income and subsequent psychiatric disorders, substance misuse and violent crime arrests: a nationwide Finnish study of >650 000 individuals and their siblings |
| title_short | No causal associations between childhood family income and subsequent psychiatric disorders, substance misuse and violent crime arrests: a nationwide Finnish study of >650 000 individuals and their siblings |
| title_sort | no causal associations between childhood family income and subsequent psychiatric disorders substance misuse and violent crime arrests a nationwide finnish study of 650 000 individuals and their siblings |
| work_keys_str_mv | AT sariaslana nocausalassociationsbetweenchildhoodfamilyincomeandsubsequentpsychiatricdisorderssubstancemisuseandviolentcrimearrestsanationwidefinnishstudyof650000individualsandtheirsiblings AT mikkonenj nocausalassociationsbetweenchildhoodfamilyincomeandsubsequentpsychiatricdisorderssubstancemisuseandviolentcrimearrestsanationwidefinnishstudyof650000individualsandtheirsiblings AT aaltonenm nocausalassociationsbetweenchildhoodfamilyincomeandsubsequentpsychiatricdisorderssubstancemisuseandviolentcrimearrestsanationwidefinnishstudyof650000individualsandtheirsiblings AT hiilamoh nocausalassociationsbetweenchildhoodfamilyincomeandsubsequentpsychiatricdisorderssubstancemisuseandviolentcrimearrestsanationwidefinnishstudyof650000individualsandtheirsiblings AT martikainenp nocausalassociationsbetweenchildhoodfamilyincomeandsubsequentpsychiatricdisorderssubstancemisuseandviolentcrimearrestsanationwidefinnishstudyof650000individualsandtheirsiblings AT fazels nocausalassociationsbetweenchildhoodfamilyincomeandsubsequentpsychiatricdisorderssubstancemisuseandviolentcrimearrestsanationwidefinnishstudyof650000individualsandtheirsiblings |