The stability of life satisfaction in a 15-year follow-up of adult Finns healthy at baseline
© Koivumaa-Honkanen et al; licensee BioMed Central Ltd. 2005
Received: 03 March 2004
Accepted: 18 January 2005
Published: 18 January 2005
While physical health has improved considerably over recent decades in Finland, the disease burden of mental health, especially that of depression, has become increasingly demanding. However, we lack long-term data on the natural course of subjective well-being in the general population. The aim of this study was to investigate the long-term course of self-reported life satisfaction.
This was a 15-year prospective cohort study on a nationwide sample of adult Finnish twins (N = 9679), aged 18–45 and healthy at baseline, who responded to postal questionnaires in 1975, 1981 and 1990 including a 4-item life satisfaction scale (happiness/easiness/interest in life and feelings of loneliness). Life satisfaction score (range: 4–20) was classified into three categories: satisfied (4–6), intermediate (7–11) and dissatisfied group (12–20). The associations between life satisfaction scores during the follow-up were studied with linear/logistic regression.
Moderate stability and only a slight effect of age or birth-cohort on mean life satisfaction score (LS) were detected. In 1990, 56% of all and 31% of the dissatisfied remained in the same LS category as at baseline. Only 5.9% of the study subjects changed from being satisfied to dissatisfied or vice versa. Correlations between continuous scores (1975, 1981 and 1990) were 0.3–0.4. Baseline dissatisfaction (compared to satisfaction) predicted dissatisfaction in 1981 (OR = 10.4; 95%CI 8.3–13.1) and 1990 (5.6; 4.6–6.8). Multiple adjustments decreased the risk only slightly.
Life satisfaction in adult Finns was moderately stable during 15 years. Among an identifiable group (i.e. the dissatisfied) life dissatisfaction may become persistent, which places them at a greater risk of adverse health outcomes.
While physical health has improved considerably during recent decades in Finland, the disease burden of mental health – especially that of depression – has become increasingly demanding for the health care services and society. When the global disease burden – including both fatal and non-fatal outcomes – has been assessed, major depression has been shown to be one of its leading causes . However, not only diagnosed depression but also incomplete recovery from depression and subthreshold depressive symptoms have adverse consequences and chronic courses [2–6]. In general, poor mental health affects somatic health and subjective well-being, but poor subjective well-being might also develop into mental disorder and create a loss of functional capacity, if not a sign of an undiagnosed mental disorder already at baseline.
Life satisfaction and happiness are some of the concepts that have previously been viewed as indicators of subjective well-being [7, 8]. Life dissatisfaction, even reported by seemingly healthy subjects, is associated with several indicators of poor health or health risk factors, but especially with depressive symptoms [9–11]. Longitudinally, it predicts poor health outcomes such as morbidity, mortality and premature work disability – due to both somatic as well as psychiatric causes – among the healthy but dissatisfied subjects [9, 11–15]. When dissatisfaction is repeatedly reported over years the risk of a poor health outcome increases even more [13–15]. Due to these adverse health outcomes and shortened life expectancy among the identifiable group from the healthy general population (i.e. the dissatisfied), more attention should be paid to the natural course of life dissatisfaction in the general population.
However, good mental health is also an area that should be studied in psychiatry. It is something more than the absence of symptoms. It is a mental state that is objectively desirable, indicating for example maturity, emotional and social intelligence, resilience and subjective well-being according to Vaillant . While the possibilities to directly assess mental health at the level of the general population are limited, subjective well-being at the population level can be measured.
Subjective well-being has mainly been investigated in cross-sectional settings and among the elderly, while follow-ups may have been brief and data from the general population have been sparse. Even if subjective well-being in general population has been suggested to be quite stable [9, 17–23], it has also been pointed out that the apparent stability should not be due to the insensitivity of measurements to change or due to fact that most people report satisfaction with life [17, 20]. However, this is not the case with psychiatric patients and life satisfaction, among whom life satisfaction has been shown to be lower than in any other patient group  and to improve markedly concurrently with their recovery from depression .
Mental health policy plays an increasingly recognized role in society, but it needs both epidemiological data as well as experts on the field of mental health to monitor the populations and trends . Thus, in psychiatry, we need information on the natural long-term course of subjective well-being in the general population. This study aimed to examine the long-term course of life satisfaction in healthy adults and to determine how strongly self-reported life dissatisfaction predicts future life dissatisfaction.
This prospective cohort study with a follow-up from 1975 to 1990 was based on the Finnish Twin Cohort, a nationwide sample of all Finnish same-sex twin pairs born before 1958 with both members alive in 1975. A baseline health questionnaire was sent in 1975 to twin candidates . The follow-up questionnaires in 1981 and 1990 were sent only to verified twins. Furthermore, the 1990 questionnaire was sent only to twins from pairs born in 1930–1957 with both co-twins alive and residing in Finland. The overall response rates to the questionnaires were 89% in 1975, 84% in 1981 and 77% in 1990. The study procedure has been presented in detail elsewhere [12, 25].
The questionnaires included a four-question scale for life satisfaction, which was modified from a questionnaire developed for measuring the quality of life for research purposes in Nordic countries . It has been used among all adult age-groups [9, 12] as well as among psychiatric patients [9, 10, 27]. The study subjects were asked to rate aspects of life satisfaction: interest in life, happiness, ease of living and loneliness (very interesting/happy/easy/not at all lonely = 1, fairly interesting/happy/easy = 2, fairly boring/unhappy/hard/lonely = 4, very boring/unhappy/hard/lonely = 5).
Missing data and the response 'cannot say' were scored as 3. If three or four items were missing, the sum score was recorded as 'missing'. Thus, the total score (LS) ranged from 4–20, with increasing scores indicating a decrease in life satisfaction. On the basis of the distribution of the sum score (LS), subjects were categorized into the satisfied (LS:4–6), the intermediate group (LS:7–11) and the dissatisfied (LS:12–20) . The intermediate group consisted of those with an LS score within one standard deviation from the mean . At baseline, responses to all four items were provided by 95.8% (N = 22,416) and at least two items, enabling LS to be calculated, by 99.2% (N = 23,212) of all respondents aged 18–45 years. Thus, one or two missing values were recoded as '3' values for 3.4% of subjects.
Baseline characteristics of the study subjects and those with incomplete follow-up data on life satisfaction*.
Subjects with incomplete follow-up
18 – 25
16 – 35
36 – 45
Smoking cigarettes daily
1 – 19
Pure alcohol g/month
1 – 99
100 – 399
400 – 799
1 – 5
Life satisfaction in 1975
4 – 6
7 – 11
12 – 20
The criteria for baseline health were based on a health questionnaire (Q) and three nationwide registries: the Hospital Discharge Registry (H), the Registry of Specially Refunded Medication (M) and the Cancer Registry (C). Thus, those with symptoms or diseases covering cardiovascular disease, diabetes, chronic obstructive pulmonary disease or malignant cancer, those who used medications for 37 selected chronic somatic or psychiatric diseases, as well as those who were on a work disability pension due to any cause or had an inpatient admission between 1972 and April 1976, were excluded . The specific exclusion criteria for psychiatric disorders covered work disability (Q), inpatient treatment due to psychiatric causes (ICD-8: 290–309) (H), the right to free medication for psychosis before 1977 (M) and use of hypnotics/tranquilizers for more than 10 days in the preceding year (Q).
It has previously been reported that 4-item life satisfaction is associated with a lower age, female sex, cohabiting, an upper social class, non-smoking, lower alcohol consumption and physical activity [9, 12, 13]. Thus, the multivariate model included baseline variables such as age (18–24/25–34/35–45), sex, marital status (married or cohabiting/single, divorced or widowed), social class (lower/intermediate/upper group), physical activity (at least 30 minutes of exercise < 1/1–5/ ≥ 6 times a month), current smoking status (non-smoker/1–19/ > 19 cigarettes daily) and alcohol consumption (none/1–99/100–399/400–799/ ≥ 800 g pure alcohol/month) . The upper social class consisted of those with at least 13 years of education and sedentary work, while the lower social class consisted of those with less than 10 years of education and work involving at least standing and walking.
Data analysis was carried out using STATA (version 7.0). Since a study subject could be an age- and sex-matched twin sibling of another study subject, not all the observations were necessarily independent. Therefore, correct standard errors were computed by treating each pair of twins as a single unit (i.e. cluster sampling). The statistical significance of differences was tested by estimates of means (SVYMEAN and SVYLC procedure) for continuous variables and by the chi-squared test for categorical variables (SVYTAB procedure), corrected for clustered data and converted into F-statistics. The stability of life satisfaction over time was examined by computing Pearsonian correlation coefficients between continuous variables. To study how former life dissatisfaction predicts later life dissatisfaction, linear and logistic regression for clustered data was used.
The baseline characteristics of the study population and those whose follow-up data on life satisfaction was not available at all three data collection times is presented in Table 1. Study subjects were more often women, cohabiting, non-smokers and used less alcohol than those whose follow-up data on life satisfaction was incomplete. There were also slight differences in social class and physical activity. Furthermore, study subjects were somewhat more satisfied (mean LS 8.23; 95%CI 8.18–8.29 vs. LS 8.61; 8.54–8.68) and slightly older (mean age 28.4; 28.2–28.6 vs. 27.9; 27.7–28.1) than those with incomplete follow-up data (Table 1).
Mean (95% CI) life satisfaction (LS) according to sex, birth cohort and current age among 9679 Finnish adults in 1975, 1981 and 1990.
8.23 (8.18 – 8.29)
8.26 (8.20 – 8.31)
8.35 (8.29 – 8.41)
8.30 (8.22 – 8.38)
8.33 (8.25 – 8.41)
8.38 (8.30 – 8.46)
8.18 (8.10 – 8.25)
8.19 (8.12 – 8.27)
8.32 (8.24 – 8.40)
Birth cohorts, all
1950 – 57
8.46 (8.36 – 8.55)
8.31 (8.23 – 8.40)
8.45 (8.36 – 8.54)
1940 – 49
7.98 (7.90 – 8.07)
8.13 (8.05 – 8.22)
8.32 (8.22 – 8.41)
1930 – 39
8.22 (8.11 – 8.32)
8.35 (8.23 – 8.46)
8.19 (8.08 – 8.31)
Current age, all
18 – 23
8.50 (8.40 – 8.61)
24 – 32
8.04 (7.96 – 8.13)
8.28 (8.20 – 8.36)
33 – 45
8.17 (8.08 – 8.26)
8.19 (8.11 – 8.27)
8.39 (8.31 – 8.46)
46 – 51
8.39 (8.23 – 8.55)
8.37 (8.23 – 8.50)
52 – 60
8.18 -(8.06 – 8.30)
The distribution of study subjects according to their self-reported life satisfaction (LS*) in 1975 and 1990.
The correlation was 0.30 between continuous life satisfaction scores in 1975 and 1990, 0.38 between 1975 and 1981 scores and 0.40 between 1981 and 1990 scores. These coefficients were similar for men and women, but lowest among those aged 18–25 (0.26, 0.34 and 0.39, respectively) and highest among those aged 36–45 (0.36, 0.47 and 0.42, respectively). For the total study population the annual auto-correlation was estimated as 0.92 during 1975–90.
Prediction of future dissatisfaction (LS 12–20*) according to baseline dissatisfaction. Risk (OR with 95%CI) for the dissatisfied (LS 12–20) compared to the satisfied (LS 4–6) at baseline.
COMPARISON OF LS SCORES BETWEEN
1975 & 1981
1975 & 1990
(95 % CI)
(95 % CI)
(8.28 – 13.10)
(4.55 – 6.80)
(7.68 – 12.47)
(4.24 – 6.46)
(10.19 – 21.51)
(4.47 – 8.35)
(8.74 – 18.91)
(4.05 – 7.80)
(5.89 – 10.68)
(4.06 – 6.90)
(5.78 – 10.92)
(3.78 – 6.56)
Life satisfaction was moderately stable in healthy adult Finns during a 15 year period. Age or the birth-cohort had only a slight effect on mean life satisfaction. One third of those dissatisfied at baseline remained the same after the 15-year follow-up. The ability of baseline life satisfaction to predict future life satisfaction was strong, but decreased during the follow-up period, which is a trend that has also been suggested previously .
Previous studies have indicated that depression and depressive symptoms may have a chronic course [2–6]. On the other hand, in non-patient samples subjective well-being has also been suggested to be stable [17–22]. Concomitant anxiety or personality traits might play a role in this [28–32]. However, our results concerning the possible chronic course of life dissatisfaction are now based on a very long follow-up and a large sample of adults who reported or were found to have no indication of sickness at baseline. Although regression towards the mean in life satisfaction score was shown in the follow-up and greater instability among the dissatisfied and the satisfied than in the intermediate group, a complete shift from one extreme to another was rare.
In Finland the number of new work disability pensions due to depression has strongly increased . However, at the population level, subjective well-being seems not to have decreased correspondingly according to a comparison of two separate cross-sectional national surveys in 1980 and 2000 using the 12-item General Health Questionnaire . Our cohort study with the 4-item life satisfaction scale measured three times during a 15-year follow-up on the same population strengthens these findings. On the other hand, during these years the physical health of the Finnish population has improved in many objectively assessed ways , but an improvement has not been seen in mental health indicators or in life satisfaction at population level. Thus, objectively assessed better somatic health or strong national economic growth (an increase of 48% in inflation-adjusted gross national income per capita from 1975 to 1990), which has also taken place during these years, seems not to guarantee better subjective well-being in a population that is globally speaking already quite well-off. This kind of trend has also been suggested previously [16, 32, 35]. On the contrary, the mean level of subjective well-being, which was previously sufficient to maintain work ability, seems not to meet the requirements of today's working life.
Our results with respect to predictions seemed not to be overestimations. Those subjects whose dissatisfaction might have led to the most adverse result, i.e. death, were excluded from our study. The response to follow-up surveys was somewhat lower among the dissatisfied, but the observed risks among the study subjects did not differ statistically significantly from those obtained from the subjects with incomplete follow-up data. Similarly, when adjusting for follow-up health behavior instead of baseline health behavior variables, these predictions strengthened slightly, but not significantly.
The 4-item life satisfaction scale is easily administered and well accepted. Its sum score was available for 96% (with imputed scores for 99%) of all respondents at baseline [12, 13]. This might be due to the low number of items and its ability to tap the positive pole of subjective well-being , even if its sum score is also strongly associated with scores obtained by the 21-item Beck Depression Inventory [10, 11, 13, 36]. In the general population, life dissatisfaction predicts both fatal and non-fatal poor long-term health outcomes [11–15]. Thus, it is worthwhile to assess subjective well-being. In general, if only poor subjective well-being is detected, our long follow-up suggests that there seems to be time to intervene.
To prevent a process from leading to more adverse outcomes, subjects should acknowledge their situation and use their own personal resources, if available. According to a panel of experts, the concept of mental health can be regarded as a developmental process providing an individual or a group with the necessary resources to cope with the demands of life without the simultaneous appearance of negatively experienced moods of longer duration . Society and health care services should support the growth of personal resources and start to intervene when these resources are inadequate and poor subjective well-being persists. In psychiatry, however, according to Vaillant, "since primary prevention is clearly superior to treating disease once it has occurred, we need to study also individuals with positive mental health the way that agronomists study wheat that is resistant to drought and blight" .
Our large nationwide sample with a high response rate and a long follow-up period enabled an examination of the long-term course of life satisfaction. The exclusion criteria for baseline health disorders were comprehensive and based on both self-reports and several national registries with high coverage and validity [38–41]. Although these analyses were performed on individuals drawn from a twin cohort, the results should be applicable to the general population. Being a twin does not affect the predictive ability of life satisfaction for mortality or suicide [12, 13], and there is at most only a modest contribution of genetics to inter-individual differences in life satisfaction . However, the potential influence of twinship was taken into account in the statistical analysis. The arbitrary exclusion of those twins who did not have a living twin partner in 1990, required in the composition of the Twin Finnish Cohort data, enabled us to control for the loss of a twin sibling.
Life satisfaction among healthy adult Finns was moderately stable in a 15-year follow-up. Since the dissatisfied, one third of whom consistently rated themselves as dissatisfied, can be identified from the general population, and since dissatisfaction places them at a risk, and repeatedly reported dissatisfaction at even greater risk, of adverse health outcomes, assessing subjective well-being should be encouraged both in surveys and in clinical practice in order to identify those in need of further evaluation of their mental health.
This study was supported by the Academy of Finland (grant 27380).
- Michaud CM, Murray CJ, Bloom BR: Burden of disease – Implications for future research. JAMA. 2001, 285: 535-539. 10.1001/jama.285.5.535.View ArticlePubMedGoogle Scholar
- 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: 914-919. 10.1001/jama.262.7.914.View ArticlePubMedGoogle Scholar
- Wells KB, Burnam MA, Rogers W, Hays R, Camp P: The course of depression in adult outpatients. Results from the Medical Outcome Study. Arch Gen Psychiatry. 1992, 49: 788-794.View ArticlePubMedGoogle Scholar
- Hays 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: 11-19.View ArticlePubMedGoogle Scholar
- Judd LL, Akiskal HS, Zeller PJ, Paulus M, Leon AC, Maser JD, Endicott J, Coryell W, Kunovac JL, Mueller TI, Rice JP, Keller MB: Psychosocial disability during the long-term course of unipolar major depressive disorder. Arch Gen Psychiatry. 2000, 57: 375-380. 10.1001/archpsyc.57.4.375.View ArticlePubMedGoogle Scholar
- Judd LL, Paulus MJ, Schettler PJ, Akiskal HS, Endicott J, Leon AC, Maser JD, Mueller T, Solomon DA, Keller MB: Does incomplete recovery from first lifetime major depressive episode herald a chronic course of illness?. Am J Psychiatry. 2000, 157: 1501-1504. 10.1176/appi.ajp.157.9.1501.View ArticlePubMedGoogle Scholar
- Diener E: Assessing subjective well-being: progress and opportunities. Soc Ind Res. 1994, 31: 103-157.View ArticleGoogle Scholar
- Horley J: Life satisfaction, happiness and morale: two problems with the use of subjective well-being indicators. Gerontologist. 1984, 24: 124-127.View ArticlePubMedGoogle Scholar
- Koivumaa-Honkanen HT: Life satisfaction as a health predictor. 1998, Kuopio University Publications D. Medical Sciences 143. KuopioGoogle Scholar
- Koivumaa-Honkanen HT, Honkanen R, Antikainen R, Hintikka J, Laukkanen E, Honkalampi K, Viinamäki H: Self-reported life satisfaction and recovery from depression in a one-year prospective study. Acta Psychiatr Scand. 2001, 103: 38-44. 10.1034/j.1600-0447.2001.00046.x.View ArticlePubMedGoogle Scholar
- Koivumaa-Honkanen H, Kaprio J, Honkanen R, Viinamäki H, Koskenvuo M: Life satisfaction and depression during a 15-year follow-up of healthy adults. Soc Psychiatry Psychiatr Epidemiol. 2004, 39: 994-9. 10.1007/s00127-004-0833-6.View ArticlePubMedGoogle Scholar
- 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: 983-991. 10.1093/aje/152.10.983.View ArticlePubMedGoogle Scholar
- Koivumaa-Honkanen H, Honkanen R, Viinamäki H, Heikkilä K, Kaprio J, Koskenvuo M: Life satisfaction and suicide: a 20-year follow-up study. Am J Psychiatry. 2001, 158: 433-439. 10.1176/appi.ajp.158.3.433.View ArticlePubMedGoogle Scholar
- Koivumaa-Honkanen H, Honkanen R, Koskenvuo M, Viinamäki H, Kaprio J: Life dissatisfaction as a predictor of fatal injury in a 20-year follow-up. Acta Psychiatr Scand. 2002, 105: 444-450. 10.1034/j.1600-0447.2002.01287.x.View ArticlePubMedGoogle Scholar
- Koivumaa-Honkanen H, Koskenvuo M, Honkanen RJ, Viinamäki H, Heikkilä K, Kaprio J: Life dissatisfaction and subsequent work disability in an 11-year follow-up. Psychol Med. 2004, 34: 221-228. 10.1017/S0033291703001089.View ArticlePubMedGoogle Scholar
- Vaillant GE: Mental health. Am J Psychiatry. 2003, 160: 1373-1384. 10.1176/appi.ajp.160.8.1373.View ArticlePubMedGoogle Scholar
- Atkinson T: The stability and validity of quality of life measures. Soc Ind Res. 1982, 10: 113-32. 10.1007/BF00302506.View ArticleGoogle Scholar
- 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. Research on the quality of life. Edited by: Anrews F. 1986, Ann Arbor, MI: Institute for Social Research. University of MichiganGoogle Scholar
- Costa PT, McCrae RR, Zonderman AB: Environmental and dispositional influences on well-being: longitudinal follow-up of an American national sample. Br J Psychol. 1987, 78: 299-306.View ArticlePubMedGoogle Scholar
- Horley J, Laverly JJ: The stability and sensitivity of subjective well-being measures. 1987, 24: 113-122.Google Scholar
- Pavot W, Diener E: The affective and cognitive context of self-reported measures of subjective well-being. Soc Ind Res. 1993, 28: 1-20.View ArticleGoogle Scholar
- Lu L: Personal or environmental causes of happiness: a longitudinal analysis. J Soc Psychol. 1999, 139: 79-90.View ArticlePubMedGoogle Scholar
- Ehrhardt JJ, Saris WE, Veenhoven R: Stability of life satisfaction over time. J Happiness Stud. 2000, 1: 177-205. 10.1023/A:1010084410679.View ArticleGoogle Scholar
- Jenkins R: Making psychiatric epidemiology useful: the contribution of epidemiology to government policy. Acta Psychiatr Scand. 2001, 103: 2-14. 10.1034/j.1600-0447.2001.00004.x.View ArticlePubMedGoogle Scholar
- 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 (Pt B): 179-84.PubMedGoogle Scholar
- Allardt E: About dimension of welfare: an explanatory analysis of the comparative Scandinavian survey. University of the Helsinki, Research Group of Comparative Sociology Research reports. 1973, 1-Google Scholar
- 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 Psychiat Scand. 1999, 99: 377-384.View ArticlePubMedGoogle Scholar
- Lovibond PF: Long-term stability of depression, anxiety and stress syndromes. J Abnorm Psychol. 1998, 107: 520-526. 10.1037//0021-843X.107.3.520.View ArticlePubMedGoogle Scholar
- Wetherell JL, Gatz M, Pedersen NL: A longitudinal analysis of anxiety and depressive symptoms. Psychol Aging. 2001, 16: 187-195. 10.1037//0882-79184.108.40.206.View ArticlePubMedGoogle Scholar
- DeNeve KM, Cooper H: The happy personality: a meta-analysis of 137 personality traits and subjective well-being. Psychol Bull. 1998, 124: 197-229. 10.1037//0033-2909.124.2.197.View ArticlePubMedGoogle Scholar
- Hagberg M, Hagberg B, Saveman BI: The significance of personality factors for various dimensions of life quality among older people. Aging Ment Health. 2002, 6: 178-185. 10.1080/13607860220126754.View ArticlePubMedGoogle Scholar
- Diener E, Suh EM, Lucas RE, Smith HL: Subjective well-being: three decades of progress. Psychol Bull. 1999, 125: 276-302. 10.1037//0033-2909.125.2.276.View ArticleGoogle Scholar
- Isometsä ET, Katila H, Aro T: Disability pension for major depression in Finland. Am J Psychiatry. 2000, 157: 1869-1872. 10.1176/appi.ajp.157.11.1869.View ArticlePubMedGoogle Scholar
- Aromaa A, Koskinen S, ed: Health and functional ability in Finland. 2002, National Public Health Institute. Publications B3, Helsinki, (English Summary)
- Frey BS, Stutzer A: What can economists learn from happiness research?. J Economic literature. 2002, 40 (XL): 402-435. 10.1257/002205102320161320.View ArticleGoogle Scholar
- Beck AT, Steer RA, Garbin MG: Psychometric properties of Beck Depression Inventory: twenty-five years of evaluation. Clin Psychol Rev. 1988, 8: 77-100. 10.1016/0272-7358(88)90050-5.View ArticleGoogle Scholar
- The Academy of Finland: The background, present state, and tasks of mental health research in Finland. 1976, Helsinki, 19-22.Google Scholar
- Keskimäki I, Aro S: Accuracy of data on diagnosis, procedures and accidents in the Finnish hospital discharge register. Int J Health Sciences. 1991, 2: 15-21.Google Scholar
- Kujala UM, Kaprio J, Taimela S, Sarna S: Prevalence of diabetes, hypertension, and ischemic heart disease in former elite athletes. Metabolism. 1994, 43: 1255-1260. 10.1016/0026-0495(94)90219-4.View ArticlePubMedGoogle Scholar
- Teppo L, Hakama M, Hakulinen T, Lehtonen M, Saxen E: Cancer in Finland 1953–1970: incidence, mortality, prevalence. Acta Path Microbiol Scand. 1975, 252 (suppl): 1-79.Google Scholar
- Lehtinen V, Joukamaa M, Jyrkinen T, Lahtela K, Raitasalo R, Maatela J, Aromaa A: Mental health and mental disorders in the Finnish adult population. 1991, Helsinki. Finland: Publications for the Social Insurance InstitutionGoogle Scholar
- Koskenvuo M, Lillberg K, Koivumaa-Honkanen H, Kaprio J: Change and stability of life satisfaction among adult twins – a 15 year follow-up. 30th Annual meeting of the behavioral genetics association Burlington, Vermont June 28-July 1, 2000 Behav Genet. 2000, 30: 409-Google Scholar
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