How does childhood environment influence adult personality?

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© 2006 The Authors Journal compilation © 2006 The Royal Australian and New Zealand College of Psychiatrists

The Royal Australian and New Zealand College of Psychiatrists2006405••••Original Article

CHILDHOOD ADVERSITY AND ADULT PERSONALITYS. ROSENMAN, B. RODGERS

Stephen Rosenman, Visiting Fellow (Correspondence); Bryan Rodgers, Senior Fellow

Centre for Mental Health Research, Australian National University, Canberra, Australian Capital Territory 0200, Australia. Email: [email protected]

Received 29 March 2005; revised 27 April 2005; accepted 4 May 2005.

Childhood adversity and adult personality

Stephen Rosenman, Bryan Rodgers

Objectives:

To explore how recalled childhood adversity affects trait measures of personality in three age cohorts of an Australian adult population and to examine the effects of particular adversities on adult personality traits.

Method:

A total of 7485 randomly selected subjects in the age bands of 20–24, 40–44 and 60–64 years were interviewed at the outset of a longitudinal community study of psychological health in the Canberra region of Australia. In the initial interview, subjects answered 17 questions about domestic adversity and three questions on positive aspects of upbringing to age 16 years. Personality traits were measured by Eysenck Personality Questionnaire, Behavioural Activation and Inhibition Scales, Positive and Negative Affect Scales and a measure of dissocial behaviours.

Results:

Higher levels of childhood adversity substantially increase the risk of high neuroticism (OR

=

2.6) and negative affect (OR

=

2.6), less for behavioural inhibition (OR

=

1.7) and for dissocial behaviour (OR

=

1.7). No significant effect is seen for extraversion, psychoticism or behavioural activation. Age and gender had little effect on the pattern of risk. Maternal depression has significant and substantial independent effects on measures of neuroticism and negative affect as well as most other measures of personality.

Conclusion:

Childhood domestic adversity has substantial associations with clinically important aspects of personality: neuroticism and negative affect. Only small effects are seen on behavioural inhibition and dissocial behaviour, and no significant effect on extraversion and behavioural activation. These unexpected findings contradict clinical belief. Maternal psychological ill-health is pre-eminent among adversities predicting later disadvantageous traits, even for those traits that had only the slightest association with childhood adversity. Consequences of childhood adversity prevail throughout the lifespan in men and women equally. The study underlines the importance of childhood domestic adversity and especially maternal psychological ill-health as a target for preventive intervention for psychological difficulties at all ages.

Key words:

childhood adversity

,

community survey

,

maternal depression

,

neuroticism

,

personality

.

Australian and New Zealand Journal of Psychiatry 2006; 40:482–490

Tis education forms the common mind, Just as the twig is bent, the tree’s inclined.

Attrib. Alexander Pope

Childhood experience is central to the development of personality [1]. This is an historical dogma, a foundation of clinical personality theory and a basis of anamnestic approaches to practice. There is a large literature already about the relationships between environment, especially early adversity, and personality [2,3]. The weight of lit- erature over generations shows the effects of severe mal- treatment [4,5] and the psychiatric literature is dominated by associations of childhood adversity with diagnosed illnesses or clinically defined groups [6]. The subclinical

S. ROSENMAN, B. RODGERS 483

© 2006 The Authors Journal compilation © 2006 The Royal Australian and New Zealand College of Psychiatrists

effect of ordinary adversities on ordinary personalities has been the province of the psychological literature even though ordinary adversity is the stuff of daily clinical practice and is more approachable and modifiable than extreme adversity.

Psychiatry represents personality as a well-established object, fixed by endowment and experience. In fact, personality is an ineffable concept, clear only until we attempt to define it when the concept becomes vague and unbounded. Medicine has resolved this vagueness by taking a disorder-specific approach to personality, lump- ing the variegated elements of behaviour into disorderly categories of disorder. Psychologists’ taxonomies and measures of personality have been richer and more per- spicacious representations even though disputes continue about the discrimination of enduring dispositions from present states [7] and about the persistence of personality [8,9]. Neuroticism, extraversion–introversion, psychoti- cism [10], behavioural inhibition and activation [11,12], and positive or negative affectivity [13] are closely related psychological conceptions which tie together key elements of personality [14].

Clinically, neuroticism and negative affectivity predict depression, anxiety, post-traumatic stress disorders and substance use [15–19] and neuroticism predominates in those people who come to report subjective psychologi- cal distress [20]. Psychoticism (in Eysenck’s description) and extraversion associate with antisocial personality [21]. Aspects of behavioural activation, especially reward response, are seen in eating disorders and alcohol abuse [22] while defects of inhibition appear understandably with attention deficits and hyperactivity disorders [23]

.

Explicitly these traits are embedded in the structure of the brain and, implicitly, precede experience. However, as lasting behavioural alterations follow experience [24] and as endowment and environment interact throughout life, the causal relationships between personality, endow- ment and experience cannot be fixed or resolved once and for all. However, that relationship may be illumi- nated and illuminating it may inform environmental interventions for individuals and populations [25].

While the existing literature is large, the subject remains important because of its consequences across populations. Communities vary in their own particular adversities and modulate the impact of adversities in their own ways. The effects of adversity will be more easily seen in personality traits that are normally distributed throughout the population than in diagnoses which are eccentrically distributed in subgroups.

The aim of this study is to test the relationship between retrospectively reported domestic adversity in childhood (to age 16) with trait measures of personality in three age cohorts of an Australian adult population. The study also

examines the effects of particular adversities on adult personality traits.

Method

Subjects

In the years 1999–2002, the PATH project conducted its initial inter- views at the commencement of a long-term longitudinal study. The data in this paper come from that initial comprehensive interview with 7485 subjects, 3674 men and 3809 women in three age groups: 20–24 years (2404 subjects), 40–44 years (2530 subjects) and 60–64 years (2551 subjects).

Subjects were randomly selected from the electoral rolls covering Canberra (Australian Capital Territory) and Queanbeyan (New South Wales). Of the 12 409 people approached to take part in the study, 4917 (36.9%) either refused or had insufficient command of English to take part. Subjects identified themselves as Caucasian (94.1%), Asian (3.1%) or ‘other’ (2.7%).

As refusal and exclusion were not random, the interviewed sample of 7485 subjects was slightly biased. The sample was better educated (66% of the sample had post-school qualifications

vs

53% of the host population – Fisher’s exact p

<

0.001 although there was no difference in the level of university education), more likely to be employed (79%

vs

75% – Fisher’s exact p

<

0.001) and more likely married (46%

vs

43% – Fisher’s exact p

<

0.002).

Measures

Subjects were comprehensively examined about history, social cir- cumstance, personality and cognitive function, recent psychological symptoms, drug and alcohol use. All questions were self-completed on a hand-held computer in an interview supervised by a trained lay interviewer who did not see answers but was available for help. The interview asked respondents about their childhood up to the age of 16 years. Six items covered lack of affection, nervous or emotional trouble and drinking or other drug use in father and mother figures, and two items covered conflict in the household and parental divorce or separation. Eight items covered neglect, authoritarian upbringing, parental psychological abuse, witnessed physical or sexual abuse, parental physical abuse, physical punishment and sexual abuse by a parent. One item covered childhood poverty or financial hardship. There was one additional ‘catch-all’ narrative item allowing the description of other types of mistreatment. The ‘catch-all’ item was little used, indicating the comprehensiveness of the particular closed questions. ‘Catch-all’ answers were coded into the appropriate closed item or were excluded where they related to adversities outside the family focus of the study. Three further items asked about positive aspects of upbringing; happiness, normality and ‘parents did their best’.

Several items were adopted and adapted from the Parental Bonding Instrument [26], the British National Survey of Health and Develop- ment [27] and the US National Comorbidity Survey [28]. Nine addi- tional items were derived from open-ended responses in a previous cross-sectional study in the Canberra region that utilized items with

484 CHILDHOOD ADVERSITY AND ADULT PERSONALITY

© 2006 The Authors Journal compilation © 2006 The Royal Australian and New Zealand College of Psychiatrists

more open-ended responding [29]. A scale score of ‘adversity’ (Cron- bach

α

=

0.756) was created as an unweighted sum of the 17 adversity items (excluding positive aspects of upbringing). The adversities and their prevalence in this population have been reported previously [30].

Of several measures of personality in the study, two principal mea- sures are reported. The 36 items of the Eysenck Personality Question- naire (EPQ) – Revised [31] include Extraversion, Neuroticism and Psychoticism scales but not the Lie scale. The 24 items of the Behav- ioural Inhibition and Activation scales (BIS/BAS) were scored to yield four behavioural scales: inhibition, drive, fun seeking and reward response [12].

Twenty items of the Positive and Negative Affect Scales [13] were included in the study. However, they relate to present (preceding month) symptoms only and cannot be taken to represent enduring aspects of personality. They are included as indicators of current emo- tional reactivity.

Alcohol use was screened by the Alcohol Use Disorders Identifica- tion Test [32] and other substance use, including tobacco, by estab- lished measures [33–35].

Perceived social support was measured by the Social Support Scale [36] which yields six components of positive and negative social sup- port from family, friends and partner. The measures of friends’ and partners’ positive and negative support were combined into scores of positive and negative social support by summing standardized (z) scores on each component. Family support was excluded as it is con- founded with the adversity measure. Perceived social support (positive and negative) can be seen as an indicator rather than a contributor to personality [37]. Therefore, it is treated in this study as a dependent indicator of personality.

A measure of dissocial behaviour was created by a principal com- ponents factor analysis of a number of items with face validity for social behaviour, relationships and affective control. The factor called dissocial behaviour loaded heavily on substance use and problems (alcohol, marijuana, tobacco), police and employment problems, with small loadings on social support, anxiety and financial problems.

Data were analysed with SPSS version 11.0 (SPSS Inc., Chicago, IL, USA). Individual adversity measures were reduced to dichotomous scores for analysis. Correlations reported for the whole population in Table 1 are partial correlations that correct for age and gender. For odds ratios reported in Tables 2 and 3, adversity was dichotomized at five or more adversities representing the top decile of adversity and was con- sidered ‘high adversity’. The personality measures in Table 2 are dichotomized at the top quartile on each measure. Regressions were corrected for age and gender by entering age and gender first and then entering stepwise the independent predictors.

Results

Intercorrelations of measures

Correlations between the personality measures are shown in Table 1. Correlations are corrected for age and gender.

Eysenck Personality Questionnaire’s Neuroticism is well correlated with BIS and higher Negative Affect (and lower Positive Affect). Eysenck Personality Questionnaire’s Extraversion correlates with BAS drive and fun-seeking, and with Positive Affect.

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S. ROSENMAN, B. RODGERS 485

© 2006 The Authors Journal compilation © 2006 The Royal Australian and New Zealand College of Psychiatrists

Eysenck Personality Questionnaire’s Psychoticism correlates posi- tively with some elements of BAS and negatively with BIS. The cor- relates of BIS indicate that it lies between EPQ Neuroticism and Introversion (the negative pole of Extraversion). The elements of BAS, such as drive, fun-seeking and reward response, correlate differently with other measures of personality suggesting activation is not a unitary psychological mechanism.

Dissocial behaviour shows small although significant correlations with other measures. Its correlations with aspects of BAS are no greater than associations with current Negative Affect or with Neuroticism and Extraversion.

Childhood adversity and personality measures

Table 2 shows the odds ratios for scoring in the top quartile of the personality measure for subjects experiencing five or more adversities in childhood.

High childhood adversity substantially increases the risk of higher levels of Neuroticism and Negative Affect. Smaller risks are seen for BIS, lower Positive Affect and dissocial behaviour. Risk was not sig- nificant for Extraversion, Psychoticism or any element of BAS.

The same pattern of risk is seen in each age group. Although risks tend to diminish with age, none of the risks is significantly lower in the oldest age cohort. There is no significant difference between men and women.

Childhood adversity and social behaviours and relationships

The measure of dissocial behaviour is a derived factor with princi- pal loadings on problems with police, employment, financial problems and substance use and abuse. Relationship measures include divorce or marital separation and perceived positive and negative social support.

Table 3 shows the odds ratios for components of dissocial behav- iour and social difficulty for subjects with the highest childhood adversity.

Childhood adversity creates significant risk for various dissocial behaviours including police problems and substance abuse. The risk of perceived negative (critical or absent) social support and poorer posi- tive social support is significant and substantial. There is no significant difference between men and women.

Table 2. Risk (odds ratios) for highest quartiles on personality measures for subjects with five or more childhood adversities

Total sample (n

=

7418) 20–24 years (n

=

2375) 40–44 years (n

=

2508) 60–64 years (n

=

2535) Female

(n

=

3782) Male

(n

=

3648)

EPQ (highest quartile) Neuroticism

2.6

*

3.4

*

2.2

*

2.7

*

2.4

*

2.6

*

Extraversion

1.0

NS

1.0

NS

1.2

NS

0.9

NS

1.0

NS

1.0

NS

Psychoticism

1.4

NS

1.0

NS

1.7

*

1.2

*

1.4

*

1.5

*

Behavioural Activation (highest quartile) Drive

1.1

NS

1.0

NS

1.2

NS

1.0

NS

1.1

NS

1.2

NS

Fun seeking

1.4

NS

1.2

NS

1.4

*

1.0

NS

1.1

NS

1.3

NS

Reward response

1.2

NS

1.2

NS

1.2

NS

1.3

NS

1.1

NS

1.1NS

Behavioural Inhibition (highest quartile)

1.7* 1.8* 1.5* 2.1* 1.5* 2.0*

Positive Affect Scale (lowest quartile)

1.5* 1.9* 1.4* 1.3NS 1.4* 1.5*

Negative Affect Scale (highest quartile)

2.6* 3.1* 2.5* 2.5* 2.3* 2.7*

Dissocial behaviour (highest quartile)

1.7* 2.3* 1.4* 1.7* 1.7* 1.7*

*p < 0.05. EPQ, Eysenck Personality Questionnaire; NS, not significant.

Table 3. Risk (odds ratios) for dissocial behaviours and social difficulty in subjects with five or more

childhood adversities

Behaviour or relationship Odds ratio Police or court appearance 2.2* Sacked from job 2.2* Serious financial problems 3.0* Marijuana use 1.5* High alcohol use 1.5* Alcohol problems 1.6* Smokes cigarettes 1.5* Marital separation or divorce 1.9* Positive social support (lowest quartile) 2.0* Negative social support (highest quartile) 2.1*

*p < 0.05.

486 CHILDHOOD ADVERSITY AND ADULT PERSONALITY

© 2006 The Authors Journal compilation © 2006 The Royal Australian and New Zealand College of Psychiatrists

The impact of individual adversities

After controlling for age and gender, a stepwise regression was done in which the individual adversities were independent predictors for each of the principal measures of personality for which adversity cre- ated substantial risk. In this analysis, the three items of positive aspects of upbringing were included as they are likely to mitigate the impact of adversity. Significant regression coefficients are shown in Table 4.

Maternal psychological ill-health contributes to all the measures of personality, current negative affect and social support. Paternal psycho- logical ill-health contributes substantially less. Happiness of childhood is an independent mitigation of negative measures. Of other adversities, mental cruelties outweigh physical abuses in their independent impact. Domestic conflict is prominent in effect, but for measures of Negative Affect, actual separation or divorce appears to mitigate the effect of conflict.

Paternal psychological ill-health makes a significant independent contribution to personality. This independent effect is seen despite significant co-occurrence between maternal and paternal psychological symptoms. Husbands of depressed mothers were three times more likely to be depressed or substance-abusing than husbands of non- depressed mothers (OR = 3.18, 95% CI = 2.84–3.56). The corollary of this is that the father’s good psychological health mitigates the effect of maternal depression on the child.

Dissocial behaviour is least affected by childhood adversity although maternal difficulties including psychological problems and substance abuse by both parents are significant predictors of the small amount of explained variance. Poverty is a small mitigation.

Perceived negative social support relates to disturbed parental and household relationships, especially conflict and authoritarian control.

Perceived positive social support reflects parental affection and the absence of authoritarian or abusive relationships while relative material privileges was a small but significant contributor.

Separate analyses, not reported here, were also performed by gender and showed few differences in the predictors for men and women. Women showed greater sensitivities to household conflict which pre- dicted neuroticism, to maternal affection which predicted later social support and to maternal substance use which predicted dissocial behav- iour. Men showed greater sensitivities to paternal affection which pre- dicted later social support and paternal substance use which predicted dissocial behaviour.

Discussion

The effect of childhood adversity on adult personality is visible in this large sample of three adult-age cohorts. The risks of neuroticism, behavioural inhibition and cur- rent negative affect are significantly and substantially affected by higher levels of domestic adversity and by particular adversities in childhood. The measures most affected are those that reflect susceptibility to anxiety, avoidance and inhibition. Childhood adversity has much less effect on current positive affect and no significant effect on extraversion or behavioural activation, which are measures that reflect drive, sociability and engage- ment with the world.

Surprisingly, there was little difference between the reactions of men and women and the consequences

Table 4. Stepwise regression coefficients for principal personality measures (controlling age and gender)

Adversity Standardized coefficient (Beta) EPQ

neuroticism Behavioural

Inhibition Negative

Affect Scale Negative

Social Support Positive

Social Support Dissocial behaviour

Mother nervous or depressed 0.12** 0.06** 0.12** 0.09** −0.04** 0.05** Happy childhood −0.14** −0.06* −0.10** −0.09** 0.11** Father nervous or depressed 0.06** 0.06** 0.07** 0.06** Humiliation and mental cruelty 0.03** 0.03* 0.04** Household conflict 0.04** 0.05** Parents separated/divorced −0.03* −0.04** Witnessed physical or sex abuse −0.03* −0.02* Strict authoritarian upbringing 0.03** Excessive physical punishment 0.06** Verbal abuse 0.03** Poverty 0.03** 0.03* −0.03** Neglect 0.05** Father unaffectionate −0.07** Mother unaffectionate −0.05** Mother drank or used drugs 0.05** Father drank or used drugs 0.07** Proportion variance explained

by adversities after fitting age and gender (%)

7.4 1.8 7.6 3.4 3.6 1.5

*p < 0.05; **p < 0.001. EPQ, Eysenck Personality Questionnaire.

S. ROSENMAN, B. RODGERS 487

© 2006 The Authors Journal compilation © 2006 The Royal Australian and New Zealand College of Psychiatrists

of adversity diminish little across the age groups examined.

Maternal psychological ill-health stands out for the size and consistency of its contribution across personality measures, at least across those measures associated with negative affect and personal discomfort. Paternal psycho- logical ill-health has an independent but smaller impact and good psychological health in fathers may mitigate the impact of ill-health in mothers. This echoes repeated findings that underline the very particular role of mater- nal psychological ill-health in the future difficulties of the child [38].

A ‘happy’ childhood appears to mitigate the conse- quence of adversity. This suggests that other sources of support or temperamental optimism can counteract adversity’s effect. Poverty is a significant but surprisingly small contributor to neuroticism although its effect may be buried in associated adversities such as parental diffi- culties and marital separation.

Perceived social support in the adults’ current social world is taken here as an indicator of personality function [37]. Childhood adversity has different effects on posi- tive and negative social support. Perception of negative social support flows from domestic conflict and harsh parental relationships. Parental separation or divorce mit- igates the baleful effect of conflict, suggesting that paren- tal separation is less damaging than continuing marital conflict. Perception of positive current social support appears to reflect the warmth of the home atmosphere and it is the only dependent characteristic in which reported parental affection has significant effect. Child- hood adversity appears to continue its effect into adult- hood in part through its influence on the capacity to make and maintain satisfying personal and social relationships.

Childhood adversity made small but significant contri- butions to Psychoticism (which these days is seen as a measure of ‘psychopathy’ [39]) and to dissocial behav- iour. The paucity of the contribution of childhood adver- sity to dissocial behaviour was unexpected.

Limitations

Measures of personality based on limited and con- strained self-reports cannot adequately portray a rich and variegated idea of personality or a wide enough range of traits to cover the potential consequences of the complex- ities of upbringing. Yet evidence suggests that traits such as neuroticism are subtle, pervasive and influential and consistently emerge in many analyses of personality [40]. The traits are reasonably represented by the scales [41].

Scales that purport to measure enduring personality traits may be contaminated with transient states. This is

an irreducible problem of cross-sectional studies and may be elucidated by the later longitudinal examination of data. The usual caveats must be applied to the assump- tion of cause between the described adversity and the resultant personality. Personality may influence the reporting as well as the experience of adversity and ret- rospective recall of adversity in childhood may be unre- liable or influenced by present events. Recall bias is hard to avoid in retrospective studies [42] and symptomati- cally depressed subjects are more likely to recall mood congruent memories [43]. Answers to factual questions (such as separations, actual violence, etc.) can be reason- ably assumed accurate [44] and, although physical and sexual abuse appears to be under-reported [45,46], family studies tend to corroborate abuse reports [47]. While retrospective reports are inevitably imperfect, a broad literature indicates that they are not systematically dis- torted in such a way as to inflate associations with mental health problems [43,44].

Questions about adversities included only domestic and immediate family experience. No data are available for those adversities, especially assaults, injuries, disas- ters and distress that occur outside the family. The inter- view procedure allowed clarification of questions, but did not allow probes or subtle discriminations of ad- versity reports. Misunderstanding was possible either because of difficulties of comprehension or because of unfamiliarity with the computer medium. However, a ‘catch-all’ narrative question about adversity at the end yielded responses in only 3.9% of cases of which three quarters were appropriately coded into the items in the scale.

Dissocial behaviour is examined as an indicator of antisocial personality traits. The factor is composed pri- marily of substance use and problems (alcohol, mari- juana, tobacco), police and employment problems, with small loadings on social support, anxiety and financial problems. The indicator is unvalidated.

Implications

Childhood adversity has a special impact on those per- sonality measures that reflect lasting susceptibility to anxiety and negative affect. In this, the consequence of childhood adversity resembles the consequence of other trauma and possibly exerts its effect through the same mechanisms by which trauma leaves a lasting sensitiza- tion of mechanisms of anxiety and negative affect [48,49].

The consequences of childhood adversity for person- ality diminish only slightly with age and subsequent experience little dilutes its effects. Childhood experience

488 CHILDHOOD ADVERSITY AND ADULT PERSONALITY

© 2006 The Authors Journal compilation © 2006 The Royal Australian and New Zealand College of Psychiatrists

remains primary, intrudes into subsequent experience and exerts its effect throughout life.

Extraversion and behavioural activation appear to be more independent from childhood adversity, a finding that disagrees with other studies [6,50]. This relative independence does not necessarily mean that extraver- sion and behavioural activation are ‘innate’. Few items in the questionnaire reflected environments that may fos- ter confidence and self-expression and the retrospective report of the family environment may be glossed by the extravert. However, it does suggest that the determinants of extraversion and activation will be harder to discern and modify.

Clinically, childhood adversity affects personality traits that relate directly to clinical conditions [15–19,21– 23], but also has an indirect effect on morbidity by increasing sensitivities to later adverse experience [20]. The present findings should widen the scope of preven- tion to the adversities experienced in childhood. The predominance of the effect of maternal depressive symp- toms underlines the importance of clinical services to mothers among the services for the welfare of the child.

The relatively small contribution of childhood adver- sity to dissocial behaviour is surprising and contradicts clinical beliefs and other studies [51–55]. More subtle studies on ‘externalizing’ difficult behaviours have shown complex moderators of family environment effects that blur the visibility of the consequences [56]. Moreover, the little evidence that is available suggests that the broader social environment outside the family plays a larger role in antisocial personality traits than in neurotic personality traits [6]. The paucity of relationship must temper expectations that family interventions will diminish the risk of later dissocial behaviour.

Uncertainties in the meaning of ‘personality’ are not answered here. Eysenck himself linked the EPQ Neurot- icism and Introversion–Extraversion traits with enduring and separate susceptibilities to negative affect and positive affect, respectively [14]. Gray reformulated Eysenck’s traits in terms of behaviour rather than expe- rienced affect [11] and this reformulation underlies the BIS and BAS used in this study [12]. Data in this study support the relationship between neuroticism and nega- tive affect and conceptions of BIS and BAS as rotations of Eysenck’s trait axes.

Conclusion

Childhood domestic adversity has significant and sub- stantial associations with clinically important aspects of personality. The relationship of childhood adversity with neuroticism, behavioural inhibition and negative affect

conforms to other research and long-held clinical belief. The small effect on dissocial behaviour and the relative independence of extraversion, behavioural activation and dissocial behaviour is unexpected and contradicts clinical belief.

Maternal psychological ill-health was pre-eminent among adversities predicting later disadvantageous traits, even for those traits that had the smallest association with childhood adversity. Fathers played much smaller roles.

The study underlines the importance of childhood domestic adversity and especially maternal psychologi- cal ill-health as a target for preventive intervention for later psychological difficulties at all ages.

Acknowledgements

Thanks to Trish Jacomb, Karen Maxwell and the team of the Centre for Mental Health Research interviewers for their assistance with this study. Andrew Mackinnon provided statistical advice. Funding was provided by Program Grant No. 179805 from the National Health and Medical Research Council and a grant from the Austra- lian Rotary Health Research Fund.

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