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Abstract

OBJECTIVE: The authors investigated whether self-reported life satisfaction predicted suicide over a period of 20 years (1976–1995) in adults unselected for mental health status. METHOD: A nationwide sample of adults aged 18–64 years (N=29,173) from the Finnish Twin Cohort responded to a health questionnaire that included a life satisfaction scale (score range=4–20, with higher scores indicating greater dissatisfaction) that covered four items: interest in life, happiness, general ease of living, and feeling of loneliness. “Dissatisfied” subjects (life satisfaction score=12–20) were compared to “satisfied” subjects (score=4–6). Mortality data were derived from the national registry and analyzed with Cox regression. RESULTS: Dissatisfaction at baseline (life satisfaction score=12–20) was associated with a higher risk of suicide throughout the 20-year follow-up period (age-adjusted hazard ratio=3.02, 95% confidence interval [CI]=1.83–4.98). The association was somewhat stronger in the first decade (hazard ratio=4.46, 95% CI=1.95–10.20) than in the second (hazard ratio=2.34, 95% CI=1.24–4.45). A dose-response relationship was also found. Men with the highest degrees of dissatisfaction (life satisfaction score=19–20) were 24.85 times as prone to commit suicide as satisfied men during the first 10 years of the follow-up period. Throughout the entire follow-up, life dissatisfaction still predicted suicide after adjusting for age, sex, baseline health status, alcohol consumption, smoking status, and physical activity (hazard ratio=1.74, 95% CI=1.02–2.97). Subjects who reported dissatisfaction at baseline and again 6 years later showed a high suicide risk (hazard ratio=6.84, 95% CI=1.99–23.50) compared to those who repeatedly reported satisfaction. CONCLUSIONS: Life dissatisfaction has a long-term effect on the risk of suicide, and this seems to be partly mediated through poor health behavior. Life satisfaction seems to be a composite health indicator.

Life satisfaction is one of the indicators of subjective well-being (1). It has been conceptualized as an assessment of life as a whole on the basis of the fit between personal goals and achievements (2, 3). It has also been viewed as a dimension of mental health (4). Indeed, many of its correlates—such as depressive symptoms, self-esteem, anxiety, and psychosomatic symptoms (46)—are aspects of mental health, but life satisfaction is also associated with diagnosed mental disease and health risk factors, including poor health behavior and poor social support (7). Thus, life satisfaction is a broad and nonspecific subjective perception comparable to self-rated health—another of its correlates. Both have proven to be predictors of mortality (8, 9), but level of life satisfaction is a particularly effective predictor of psychiatric morbidity (7). It is not surprising that life dissatisfaction is much more common in psychiatric patients than in the general population (7, 9) regardless of the level of psychopathology (6, 10).

Suicide is a major health problem that has been linked to several risk factors but most notably to diagnosed mental disorders, especially affective disorders (1113). The lifetime suicide risk in patients with affective disorders has been estimated to be 6% (14), and patients with major depression and dysthymia have been shown to have suicide risks that are 20 and 12 times greater, respectively, than would be expected (15). Furthermore, depression, even subthreshold depression, may have a deleterious course that results in several poor health outcomes, including poorer self-rated health and poor physical and psychosocial functioning (1619).

A diagnosis-based approach to suicide prevention is often possible only for a short period before suicidal behavior is exhibited, and only a portion of the suicide candidates are reached by this method. Thus, suicide prevention approaches need to pay attention to other risk factors or indicators for higher suicide risk. Easily administered indicators would be particularly valuable.

We studied the effect of self-reported life satisfaction on the risk of suicide during a 20-year follow-up of adults who were 18–64 years of age at the start of the study. The effects of health status, gender, health behavior, and social situation on this relationship were also examined.

Method

This prospective cohort study was based on the Finnish Twin Cohort and consisted of a nationwide sample of all Finnish adult same-sex twin pairs born before 1958 and with both members alive in 1975. Twin candidates were identified from the Central Population Registry in 1974 (20). In the autumn of 1975, a postal questionnaire was sent, with up to three reminders, to all twin candidates, i.e., sets of persons with the same community of birth, surname at birth, date of birth, and same sex. Thus, some singletons who satisfied the selection criteria were included. The aim of the project was to study environmental, psychosocial, and genetic factors that affected public health problems. The questionnaire included information on psychosocial and health-related factors and a life satisfaction scale. After complete description of the study to the subjects, written informed consent was obtained. Virtually all responses were received by April 1976. The response rate for all those aged 18–64 in 1975 was 84%, higher (89%) for the twins. Subjects in a twin candidate pair were not sent a reminder if it became known that they were not biological twins. Follow-up postal inquiries were sent to the twins in 1981 and 1990.

Self-reported life satisfaction was measured by a four-item scale (21) modified from quality-of-life studies (2, 3). Subjects were asked to rate on a 5-point Likert scale four aspects of life satisfaction: interest in life (1=very interesting, 5=very boring), happiness (1=very happy, 5=very sad), ease of living (1=very easy, 5=very hard), and feeling of loneliness (4-point scale: 1=not at all lonely, 4=fairly lonely, and 5=very lonely).

Responses of “cannot say” and all missing data were scored as 3. Thus, the range of possible total life satisfaction scores was 4–20, with higher scores indicating greater dissatisfaction. If a response was missing for three or four items, the life satisfaction score was recorded as missing data. All four questions concerning life satisfaction were answered by 98.17% (N=28,906 of 29,444) of the respondents and at least two questions by 99.08% (N=29,173). Cronbach’s alpha (22) was 0.74. Distribution of life satisfaction scores was skewed, with lower scores (i.e., higher life satisfaction) predominating (mean score=8.76 [SD=2.93], median=8, mode=7). On the basis of their life satisfaction score, subjects were classified into groups as being satisfied (score=4–6) or dissatisfied (score=12–20), with the intermediate group consisting of subjects whose life satisfaction score was within one standard deviation of the mean (7).

The life satisfaction scale has been used in Nordic countries (21) for the general adult population (7, 9) as well as for psychiatric patients (6, 10). Life satisfaction has been associated with health, health behavior, social situation, and personality features (7, 2326) and has been strongly associated with depressive symptoms (27). In psychiatric patients, score on the Beck Depression Inventory alone accounted for 48% of the variation in life satisfaction score (6). In 1990, when both scores were available in a subsample of the Finnish Twin Cohort (N=12,063, aged 33–60), a highly significant correlation between life satisfaction score and Beck Depression Inventory score was reported (r=0.61, df=12,061, p<0.001). Over 97% of those who were satisfied had a Beck Depression Inventory score of <10, indicating normal mood; of those with at least moderate depression (Beck Depression Inventory score >18), nearly 83% were dissatisfied. More detailed information concerning the scale has been presented elsewhere (7, 9).

Those eligible for the present study were aged 18–64 on January 1, 1976 (N=29,444), had a baseline life satisfaction score available (N=29,173), and were alive at the start of the follow-up period on May 1, 1976 (N=29,137). The study population consisted of 14,348 men and 14,789 women, of whom 4,224 were singletons and 24,913 twins. On the basis of life satisfaction score, 19% of the study population was “satisfied” (score=4–6), 18% “dissatisfied” (score=12–20), and 63% fell into the intermediate group (score=7–11).

Age was broken down into a five-category variable for the analyses (Table 1). Marital status was classified as either living with a partner or alone (single/divorced/widowed). Social class was a three-category variable: upper was defined as having at least 13 years of education (high school graduates with ≥1 year of vocational training/university education) and sedentary work, and the lower group was defined as having no more than 9 years of education (primary school) and work involving at least standing and walking (26); the remaining subjects were placed in an intermediate group. Physical activity during leisure time was defined as the number of times per month the subject engaged in an activity that corresponded to at least vigorous walking for at least 30 minutes (28). Smoking status (29) and alcohol consumption (which was converted into grams of absolute alcohol per month [30]) were broken down into three and five categories, respectively (Table 1).

Individuals were considered to be ill at baseline if one or more of the following were present: 1) a history or symptoms of cardiovascular disease or diabetes as determined through standard questioning (31, 32); 2) use of hypnotics or tranquilizers for more than 10 days in the preceding year; 3) receipt of work disability pension due to any cause; 4) inpatient admissions on record with the nationwide Hospital Discharge Registry (33) between 1972 and April 30, 1976, for diabetes, cardiovascular diseases (except hypertension and venous diseases), chronic obstructive pulmonary diseases, or a psychiatric disorder; 5) receipt of free medication for 34 selected chronic diseases (34) other than hypertension (including psychoses) before 1977 according to the  nationwide Registry of Specially Refunded Medication; or 6) presence of incident malignant cancer before 1977 according to the Finnish Cancer Registry (35).

The national registries used in this study are based on the unique personal identification code assigned to each Finnish citizen and have a high coverage and diagnostic accuracy (33). In addition, 99% of the psychotic persons in Finland have received psychiatric treatment (36) and have a right to free medication. Furthermore, every adult citizen, regardless of former work status, is entitled to work disability pension if unable to work because of disease or injury.

The follow-up period extended from May 1, 1976, to December 31, 1995. Mortality data were derived from The National Registry for Cause of Death, which has 100% coverage (37). The cause of death was classified according to ICD-8 for 1976–1986 and ICD-9 revision for 1987–1995. Suicide was defined according to the underlying cause of death (ICD codes: E950–E959). During the total follow-up period, 2,859 deaths (9.81%) occurred (1,847 men and 1,012 women). The total number of suicides was 182 (149 men and 33 women).

Data analyses were carried out by using SPSS (Chicago). The adjusted effects of life satisfaction on suicide were studied with Cox regression by comparing the proportional hazards of the dissatisfied subjects (life satisfaction score=12–20) to those of the satisfied (score=4–6).

Since 38.60% of the study subjects were age-matched siblings of another study subject, the assumption of independent observations was not strictly true. To assess the possible bias due to twinship, we randomly selected only one member of each twin pair for separate subanalyses with singletons. In addition, the association between life satisfaction and suicide was studied also in subsamples that included only singletons or twins.

Results

Mean age at baseline was 33.5 years (SD=11.9) for men and 34.0 years (SD=12.8) for women. Greater life satisfaction (i.e., lower baseline life satisfaction score) was associated with subjects who were female, healthy, married or living with a partner, physically active, nonsmokers, less than 45 years old, and in the upper social class (Table 1). Less life satisfaction was associated with heavy drinking; this was true for both genders. The association between alcohol consumption and life satisfaction was j-shaped, which indicated a higher level of satisfaction with low or moderate alcohol consumption relative to that of both teetotalers and heavy drinkers.

The cumulative incidence of suicide over the 20-year follow-up period was 1.04% for men and 0.22% for women (rates of 56.9 and 11.8 per 100,000 person years, respectively). Suicide victims were significantly more likely to have been grouped in the dissatisfied category (31.87%) than were the other subjects (18.10%) (χ2=25.27, df=2, p<0.001). Significantly greater dissatisfaction was indicated by their higher mean life satisfaction scores (10.15, 95% confidence interval [CI]=9.63–10.66, versus 8.75, 95% CI=8.71–8.78; F=41.30, df=1, p<0.001). Suicide victims were also more likely to live alone (52.20% versus 42.20%; χ2=7.47, df=1, p<0.01), be heavy drinkers (22.53% versus 7.40%; χ2=85.65, df=4, p<0.001) and smokers (19.23% versus 9.00%; χ2=48,518, df=2, p<0.001), and be sick significantly more often (31.32% versus 22.90%; χ2=7.33, df=1, p<0.01); no difference in amount of physical activity was found.

The age-adjusted risk of suicide was significantly higher among the dissatisfied (life satisfaction score=12–20) than the satisfied (score=4–6) throughout the 20-year follow-up period, being somewhat higher, although nonsignificantly so, in the first decade than in the second half of the follow-up (Table 2). A dose-response relationship was also seen (Figure 1). The most dissatisfied men (life satisfaction score=19–20) had a 24.85-fold higher risk of suicide (Wald χ2=19.34, df=1, p<0.001) than the satisfied men during the first decade. Throughout the entire follow-up, these highly dissatisfied men had a 14.41-fold higher risk (Wald χ2=26.21, df=1, p<0.001), with 7.70% of them committing suicide. The association between life satisfaction and suicide was especially strong among healthy men during the first decade (Table 2).

Baseline life satisfaction score was associated with risk of suicide regardless of baseline health status and gender. However, the dissatisfied sick men were at much higher risk of suicide than the satisfied, healthy women throughout the follow-up period (Table 3). This higher risk was most prominent during the first half of the follow-up (hazard ratio=38.05, 95% CI=4.88–296.58; Wald χ2=12.06, df=1, p<0.001). For men, being dissatisfied increased the risk of suicide more than being sick, whereas the opposite was the case for women.

Throughout the follow-up period, when age, sex, baseline health, smoking status, physical activity, and alcohol consumption were controlled, life dissatisfaction still predicted suicide (Table 4). Social class and marital status modified the effect of dissatisfaction less than health behavior. When all these variables were simultaneously controlled, life dissatisfaction lost its independent power to predict suicide.

There was an elevated risk of suicide among the dissatisfied subjects compared to the satisfied subjects regardless of status as a twin or a singleton (monozygotic twins: 30 suicides out of 7,134 subjects, hazard ratio=3.00 [95% CI=0.93–9.62], Wald χ2=3.41, df=1, p<0.07; dizygotic twins: 115 suicides out of 15,850 subjects, hazard ratio=3.02 [95% CI=1.56–5.84], Wald χ2=10.76, df=1, p=0.001; singletons: 23 suicides out of 4,200 subjects, hazard ratio=2.53 [95% CI=0.77–8.30], Wald χ2=2.36, df=1, p<0.13). Suicide risk remained elevated when the study group consisted of only one randomly selected member of each twin pair (87 suicides out of 13,548 subjects, hazard ratio=3.40 [95% CI=1.53–7.53], Wald χ2=9.08, df=1, p<0.01) as well as when singletons were included (104 suicides out of 16,658 subjects, hazard ratio=3.12 [95% CI=1.57–6.20], Wald χ2=10.59, df=1, p=0.001).

Among twins whose life satisfaction scores were available both in 1976 and 1981 (N=21,329), life satisfaction score was quite stable: 2.3% of them changed from being satisfied (score=4–6) to being dissatisfied (score=12–20) or vice versa, while 60.8% remained in the same life satisfaction score category. Compared to those who were satisfied in both years, the age-adjusted risk of suicide during 1981–1995 was significantly higher for those who remained dissatisfied (Table 5).

Discussion

This was a long-term prospective study of the association between self-reported life satisfaction and suicide. Life satisfaction was measured with an easily administered, four-item scale that assessed happiness, ease of living, interest in life, and feeling of loneliness. Given the low frequency of missing data, the items seemed to be well understood by and acceptable to the subjects. The main result was that life dissatisfaction was associated with a higher risk of suicide throughout the 20-year follow-up period.

Suicide is a major public health problem in Finland; men are especially at high risk. In 1995, suicide rates were 53.2/100,000 per year for men and 11.5/100,000 per year for women (38), with which our results are in good agreement. This lends support to the generalizations from our study. The mortality among twins and the general population has been reported to be similar (39). In our study, subanalyses on twins, singletons, or sole independent observations did not affect the results. Thus, twinship seemed not to bias our results.

Other strengths of this study include a large nationwide sample with high response rate and long follow-up time. The criteria of ill health were comprehensive and based both on self-reports and several national registries with high coverage and validity. This enabled us to examine the effect of life satisfaction for both the healthy and the sick. Also, the effect of change in life satisfaction on risk of suicide could be studied. However, a study limitation was that information on health behavior consisted of self-reports that were based only on baseline situation.

The sick category included somatic and mental disorders as well as those who used only minimal amounts of psychotropic medication. The healthy category may have included a few individuals currently undergoing psychiatric treatment but without previous hospitalization or medication, while the vast majority were not receiving any psychiatric treatment. Still, among them dissatisfaction was also associated with a prominently greater risk of suicide. Thus, self-reported life satisfaction seems to provide information on mental health of a group that would otherwise have remained unnoticed.

Several mechanisms might explain the association between life satisfaction and suicide. Stability of subjective well-being and life satisfaction has been previously reported (9, 40, 41) and was found also in this study. The long-term effect of life satisfaction on risk of suicide suggests that it may be related to personality. Still, improved life satisfaction or improved ability to cope with stress and dissatisfaction over time or early suicide of those at highest risk might explain partly the decreasing risk in the second decade of the follow-up period. A better ability to cope might also explain the weaker association between suicide and life satisfaction among women, who have shown to react to life dissatisfaction with impaired work ability (25) rather than with increased mortality (7, 9). This may also be partly supported by the finding that hostile men but not women were at a higher risk of suicide (42). However, the small number of female suicides prevents definitive conclusions.

Life satisfaction is strongly associated with depressive symptoms as measured by the Beck Depression Inventory (6, 9, 10). Therefore, our results could also reflect the known association between depression and suicide (15). Still, undiagnosed depression is one of the main obstacles to suicide prevention. The assessment of life satisfaction could, in part, promote the early identification of depressive persons who have not necessarily been in reach of psychiatric evaluation.

More generally, life dissatisfaction might be an early sign of future mental problems or a device to detect an already existing one (7). It may manifest as nonoptimal health behavior or social relations, supporting the notion that risk factors for suicide may accumulate over a lifetime (43).

Conclusions

Life dissatisfaction has a long-term effect on the risk of suicide. This effect is independent of gender and health status and seems to be partially mediated through health behavior and social situation. Assessment of life satisfaction might help in early detection of population groups with cumulated risk factors for suicide.

TABLE 1
TABLE 2
TABLE 3
TABLE 4
TABLE 5

Received March 21, 2000; revision received Aug. 17, 2000; accepted Sept. 6, 2000. From the Department of Psychiatry, Kuopio University Hospital; the Department of Public Health, University of Turka, Finalnd; and the Department of Public Health, University of Helsinki, Finland. Address reprint requests to Dr. Koivumaa-Honkanen, Department of Psychiatry - 4975, Kuopio University Hospital, P.O.B. 1777, FIN-70211 Kuopio, Finland; (e-mail).

Figure 1.

Figure 1. Twenty-Year Suicide Risk in Relation to Baseline Life Satisfaction Score for a Nationwide Sample of Finnish Adults (N=29,137)

aHigher score indicates less life satisfaction.

References

1. Horley J: Life satisfaction, happiness, and morale: two problems with the use of subjective well-being indicators. Gerontologist 1984; 24:124–127Crossref, MedlineGoogle Scholar

2. Andrews FM, Withey SB: Social Indicators of Well-Being: Americans’ Perception of Life Quality. New York, Plenum, 1976Google Scholar

3. Campbell A, Converse P, Rodgers W: The Quality of American Life. New York, Russell Sage Foundation, 1976Google Scholar

4. Headley B-W, Kelley J, Wearing AJ: Dimensions of mental health: life satisfaction, positive affect, anxiety and depression. Soc Indicators Res 1993; 29:63–82CrossrefGoogle Scholar

5. Parkerson GR, Broadhead WE, Tse CJ: The health status and life satisfaction of first-year medical students. Acad Med 1990; 65:586–588Crossref, MedlineGoogle Scholar

6. Koivumaa-Honkanen HT, Viinamäki H, Honkanen R, Tanskanen A, Antikainen R, Niskanen L, Jääskeläinen J, Lehtonen J: Correlates of life satisfaction among psychiatric patients. Acta Psychiatr Scand 1996; 94:372–378Crossref, MedlineGoogle Scholar

7. Koivumaa-Honkanen H-T: Life Satisfaction as a Health Predictor: Kuopio University Publications D, Medical Sciences 143. Kuopio, Finland, Kuopio University, 1998Google Scholar

8. Idler EL, Benyamini Y: Self-rated health and mortality: a review of twenty-seven community studies. J Health Soc Behav 1997; 38:21–37Crossref, MedlineGoogle Scholar

9. Koivumaa-Honkanen H, Honkanen R, Viinamäki H, Heikkilä K, Kaprio J, Koskenvuo M: Self-reported life satisfaction and 20-year mortality in healthy Finnish adults. Am J Epidemiol 2000; 152:983–991Crossref, MedlineGoogle Scholar

10. Koivumaa-Honkanen HT, Honkanen R, Antikainen R, Hintikka J, Viinamäki H: Self-reported life satisfaction and treatment factors in patients with schizophrenia, major depression and anxiety disorder. Acta Psychiatr Scand 1999; 99:377–384Crossref, MedlineGoogle Scholar

11. Henriksson MM, Aro HM, Marttunen MJ, Heikkinen ME, Isometsä ET, Kuoppasalmi KI, Lönnqvist JK: Mental disorders and comorbidity in suicide. Am J Psychiatry 1993; 150:935–940LinkGoogle Scholar

12. Cheng ATA: Mental illness and suicide: a case-control study in East Taiwan. Arch Gen Psychiatry 1995; 52:594–603Crossref, MedlineGoogle Scholar

13. Conwell Y, Duperstein PR, Cox C, Hermann JH, Forbes NT, Caine ED: Relationships of age and axis I diagnoses in victims of completed suicide: a psychological autopsy study. Am J Psychiatry 1996; 153:1001–1008Google Scholar

14. Inskip HM, Harris EC, Barraclough B: Lifetime risk of suicide for affective disorder, alcoholism and schizophrenia. Br J Psychiatry 1998; 172:35–37Crossref, MedlineGoogle Scholar

15. Harris EC, Barraclough B: Excess mortality of mental disorders. Br J Psychiatry 1998; 173:11–53Crossref, MedlineGoogle Scholar

16. Wells KB, Stewart A, Hays RD, Burnam MA, Rogers W, Daniels M, Berry S, Greenfield S, Ware J: The functioning and well-being of depressed patients: results from the Medical Outcomes Study. JAMA 1989; 262:914–919Crossref, MedlineGoogle Scholar

17. Vaillant GE, Vaillant CO: Natural history of male psychological health, XII: a 45-year study of predictors of successful aging at age 65. Am J Psychiatry 1990; 147:31–37LinkGoogle Scholar

18. Wells KB, Burnam MA, Rogers W, Hays R, Camp P: The course of depression in adult outpatients: results from the Medical Outcomes Study. Arch Gen Psychiatry 1992; 49:788–794Crossref, MedlineGoogle Scholar

19. Hayes RD, Wells KB, Sherbourne CD, Rogers W, Spritzer K: Functioning and well-being outcomes of patients with depression compared with chronic general medical illnesses. Arch Gen Psychiatry 1995; 52:11–19Crossref, MedlineGoogle Scholar

20. Kaprio J, Sarna S, Koskenvuo M, Rantasalo I: The Finnish Twin Registry: formation and compilation, questionnaire study, zygosity determination procedures, and research program. Prog Clin Biol Res 1978; 24(part B):179–184Google Scholar

21. Allardt E: About Dimension of Welfare: An Explanatory Analysis of the Comparative Scandinavian Survey: University of Helsinki Research Group of Comparative Sociology Research Report 1. Helsinki, University of Helsinki, 1973Google Scholar

22. Cronbach LJ: Coefficient alpha and the internal structure of tests. Psychometrika 1951; 16:297–334CrossrefGoogle Scholar

23. Kaprio J, Sarna S, Koskenvuo M, Rantasalo I: The Finnish Twin Registry: Baseline Characteristics, Section II: History of Symptoms and Illnesses, Use of Drugs, Physical Characteristics, Smoking, Alcohol and Physical Activity: Public Health Publication M 37. Helsinki, University of Helsinki, Department of Public Health, 1978Google Scholar

24. Korkeila M, Kaprio J, Rissanen A, Koskenvuo M, Sörensen TIA: Predictors of major weight gain in adult Finns: stress, life satisfaction and personality traits. Int J Obes 1998; 22:949–957CrossrefGoogle Scholar

25. Appelberg K, Romanov K, Honkasalo M-L, Koskenvuo M: Interpersonal conflicts at work and psychosocial characteristics of employees. Soc Sci Med 1991; 32:1051–1056Google Scholar

26. Romanov K, Appelberg K, Honkasalo M-L, Koskenvuo M: Recent interpersonal conflict at work and psychiatric morbidity: a prospective study of 15,530 employees aged 24–64. J Psychosom Res 1996; 56:328–336Google Scholar

27. Beck AT, Steer RA, Garbin MG: Psychometric properties of the Beck Depression Inventory: twenty-five years of evaluation. Clin Psychol Rev 1988; 8:77–100CrossrefGoogle Scholar

28. Kujala UM, Kaprio J, Sarna S, Koskenvuo M: Relationship of leisure-time physical activity and mortality: The Finnish Twin Cohort. JAMA 1998; 279:440–444Crossref, MedlineGoogle Scholar

29. Kaprio J, Koskenvuo M: A prospective study of psychological and socioeconomic characteristics, health behavior and morbidity in cigarette smokers prior to quitting compared to persistent smokers and non-smokers. J Clin Epidemiol 1988; 41:139–150Crossref, MedlineGoogle Scholar

30. Kaprio J, Koskenvuo M, Langinvainio H, Romanov K, Sarna S, Rose RJ: Genetic influences on use and abuse of alcohol: a study of 5,638 adult Finnish twin brothers. Alcohol Clin Exp Res 1987; 11:349–356Crossref, MedlineGoogle Scholar

31. Rose GA, Blackburn H: Cardiovascular Survey Methods: World Health Organization Monograph Series 56. Geneva, WHO, 1968Google Scholar

32. Pyörälä K, Punsar S, Reunanen A, Heinonen OP, Puro K, Aromaa A: [Social Insurance Institution Coronary Heart Disease Study: Prevalence of Chest Pain Symptoms and ECG Findings in Nine Finnish Population Groups: Publication of the Social Insurance Institution of Finland AL1/1975.] Helsinki, Social Insurance of Finland, 1974 (Finnish)Google Scholar

33. Keskimäki I, Aro S: Accuracy of data on diagnosis, procedures and accidents in the Finnish hospital discharge register. Int J Health Sci 1991; 2:15–21Google Scholar

34. Kujala UM, Kaprio J, Taimela S, Sarna S: Prevalence of diabetes, hypertension, and ischemic heart disease in former elite athletes. Metabolism 1994; 43:1255–1260Google Scholar

35. Teppo L, Hakama M, Hakulinen T, Lehtonen M, Saxen E: Cancer in Finland 1953–1970: incidence, mortality, prevalence. Acta Pathol Microbiol Scand Suppl 1975; 252:1–79MedlineGoogle Scholar

36. Lehtinen V, Joukamaa M, Jyrkinen T, Lahtela K, Raitasalo R, Maatela J, Aromaa A: Mental Health and Mental Disorders in the Finnish Adult Population. Helsinki, Publications for the Social Insurance Institution, 1991Google Scholar

37. Causes of Death 1987: Health 1989:6. Helsinki, Central Statistical Office of Finland, 1989Google Scholar

38. Statistical Yearbook of Finland, vol 91. Jyväskylä, Statistics Finland, 1996Google Scholar

39. Christensen K, Vaupel JW, Holm NV, Yashin AI: Mortality among twins after age 6: fetal origins hypothesis versus twin method. Br Med J 1995; 310:432–436Crossref, MedlineGoogle Scholar

40. Inglehart R, Rabier J-R: Aspirations adapt to situations—but why are the Belgians so much happier than the French? A cross-cultural analysis of the subjective quality of life, in Research on the Quality of Life. Edited by Andrews FM. Ann Arbor, University of Michigan, Institute for Social Research, 1986Google Scholar

41. Headley B, Wearing A: Personality, life events and subjective well-being: toward a dynamic equilibrium model. J Pers Soc Psychol 1989; 57:731–739CrossrefGoogle Scholar

42. Romanov K, Hatakka M, Keskinen E, Laaksonen H, Kaprio J, Rose RJ, Koskenvuo M: Self-reported hostility and suicidal acts, accidents, and accidental deaths: a prospective study of 21,443 adults aged 25 to 59. Psychosom Med 1994; 56:328–336Crossref, MedlineGoogle Scholar

43. Moscicki EK: Epidemiology of suicidal behavior. Suicide Life Threat Behav 1995; 25:22–35MedlineGoogle Scholar