Genetic and Environmental In uences on Personality in Adult Russian Twins

Size: px
Start display at page:

Download "Genetic and Environmental In uences on Personality in Adult Russian Twins"

Transcription

1 INTERNATIONAL JOURNAL OF BEHAVIORAL DEVELOPMENT, 1999, 23 (2), Genetic and Environmental In uences on Personality in Adult Russian Twins Kimberly J. Saudino and Jeffrey R. Gagne Boston University, USA Julie Grant Pennsylvania State University, USA Anna Ibatoulina Kent State University, Ohio, USA Tatinana Marytuina and Inna Ravich-Scherbo Moscow University, Russia Keith Whit eld Pennsylvania State University, USA The present study eplored genetic and environmental contributions to personality in a sample of twins participating in the Adult Russian Twin Study (ARTS). Subjects included 79 monozygotic (MZ) and 51 dizygotic (DZ) twin-pairs residing in the metropolitan Moscow area, Russia (mean age 42.2 years). Twins completed self-report questionnaires assessing the personality dimensions of neuroticism, etraversion, monotony avoidance, and impulsivity. For all four dimensions, model- tting analyses yielded estimates of heritability consistent with previous behavioural genetic ndings (h 2 ranging from.49 to.59). Also consistent with previous research is the nding that shared environmental variance is negligible for each dimension. Requests for reprints should be sent to Kimberly J. Saudino, Psychology Department, Boston University, 64 Cummington St, Boston, MA, 02215, USA. Julie Grant is now at the Department of Psychiatry, Washington University School of Medicine, St Louis, MO This research was supported by the Center for Developmental and Health Genetics at The Pennsylvania State University. c 1999 The International Society for the Study of Behavioural Development

2 376 SAUDINO ET AL. These results suggest that the factors that in uence individual differences in personality in the Russian culture do not substantially differ from those that in uence personality in more Western cultures. Probably one of the most robust ndings in the behavioural genetic literature is the nding that personality is genetically in uenced. Twin and adoption studies of personality in infancy, early childhood, adolescence, adulthood, and old age consistently yield moderate heritabilities for most major personality dimensions (see Loehlin, 1992; Plomin, Chipuer, & Loehlin, 1990 for reviews). However, heritability is a statistic that describes genetic contributions to the phenotypic variance of a trait within a particular population of individuals. For any given phenotype, differences in the population under study may result in differences in estimates of heritability (and environmentality). Therefore, the heritability of personality may not necessarily be the same for all cultures. Thus far, there is little empirical evidence of cross-cultural differences in genetic and environmental contributions to individual differences in personality. American, Australian, British, Finnish, and Swedish twin studies of etraversion and neuroticism, often considered to be the two super factors of personality, have been remarkably similar in suggesting heritability estimates in the range of.40 to.50 for both dimensions (e.g. Eaves, Eysenck, & Martin, 1989; Floderus-Myrhed, Pedersen, & Rasmuson, 1980; Loehlin & Nichols, 1976; Pedersen, Plomin, McClearn, & Friberg, 1988; Rose, Koskenvuo, Kaprio, Sarna, & Langinvainio, 1988). This means that between 40% and 50% of the variability in etraversion and neuroticism is due to genetic differences among the individuals studied. The remaining variance is attributed to environmental factors. However, the studies cited consistently nd that shared family environment accounts for a negligible portion of variance in etraversion and neuroticism. The environmental in uences that are important to these personality dimensions are those factors that are not shared by members of the same family (i.e. environmental in uences that are unique to family members). The present study adds to this body of research by eploring genetic and environmental contributions to individual differences in neuroticism, etraversion, and the related traits of monotony avoidance and impulsivity, in a sample of adult Russian twins. Previous behavioural genetic studies of personality have involved adults in democratic societies. In contrast, the twins in our Russian sample have eperienced most of their lives under a communist regime. As compared to individualist democratic societies, which involve government by popular representation; free enterprise; freedom of religion; private ownership; and variable employment, the

3 GENETIC AND ENVIRONMENTAL INFLUENCES 377 collectivist communist society of the Soviet Union prior to perestroika was highly restrictive. Life was regimented and state censorship and propaganda was used to shield citizens from outside in uences (e.g. capitalism). There was one large social class (i.e. very few rich or poor), one political party, one religion (i.e. atheism), no private ownership, and little opportunity to choose one s vocation (Law, 1975). Conformity was encouraged and individual differences, a factor highly valued in Western cultures, were disregarded (Korochkin, Gindilis, & Bulayeva, 1993). Thus, it can be argued that our Russian sample represents a truly unique population. Consequently, it is possible that the heritability of personality might differ for this population. Although we had no speci c predictions, there are two possible ways in which the uniqueness of the Russian eperience may affect outcomes from behavioural genetic studies of personality. First, the restricted circumstances eperienced by Russian citizens might reduce environmental variance and hence, increase heritability. Conceptually, heritability is the ratio of genetic variance to total phenotypic variance (i.e. genetic variance + environmental variance). Therefore, if environmental variance is reduced in a population, the relative in uence of genetic variance will increase. On the other hand, the types of environments eperienced by individuals within a communist culture may differ from those eperienced in democratic societies. That is, Russians may eperience unique environments that are not commonly eperienced by those in Western cultures. For eample, for most of their lives, our sample eperienced a highly regimented life lled with censorship, propaganda, a general shortage of consumer items, and long queues to buy products, along with the more positive aspects of guaranteed housing, and free or inepensive public services (Law, 1975; Smith, 1990). It may be that individual differences in these and other uniquely Russian environments contribute to variance in personality. Hence, it is possible that novel environments might result in shared environmental in uences in personality. Sample METHOD The Adult Russian Twin Study (ARTS) sample was recruited from the Moscow Twin Registry, Institute for Psychology, the Moscow University, Russia (Whit eld, Grant, Ravich-Scherbo, Marutina, & Ibatoulina, 1997). All participants resided in the metropolitan Moscow area. Participants included 79 MZ twin pairs (26 male, 53 female) and 51 DZ same-se twin pairs (20 male, 31 female). The mean age at time of testing was (SD = 8.93) years. Twin zygosity was established using physical similarity

4 378 SAUDINO ET AL. criteria from the Nichols and Bilbro (1966) self-report zygosity questionnaire. This method of zygosity classi cation has been shown to yield accuracy of over 90% when compared to tests of single-gene markers in blood (Nichols & Bilbro, 1966). Procedure and Measures Participants were tested in groups of 4 10 twin pairs at the Institute for Psychology, The Moscow University. During the 3-hour test session, twins were assessed on a variety of physical, cognitive, personality, and demographic measures. At the end of the test session, subjects received 12,000 rubles (approimately US$6.00) for their participation. The personality dimensions of neuroticism, etraversion, monotony avoidance, and impulsivity were assessed using previously established selfreport measures of personality (see later). For all measures, items were translated into Russian by a native Russian speaker and were then backtranslated into English by a second native Russian speaker. This procedure ensured that the meaning of the items had not been distorted as a result of the translation process. Neuroticism and etraversion were assessed using a short form of the Eysenck Personality Inventory (EPI; Floderus-Myrhed et al., 1980). Each scale consists of nine items, scored either 1 = Yes or 0 = No. Internal consistency as measured by Cronbach s alpha was.69 for neuroticism and.64 for etraversion. Although these reliabilities are somewhat lower than those reported for the full scales in the Eysenck Personality Questionnaire (EPQ; Eysenck & Eysenck, 1975), they are comparable to those reported for the EPI short-form (e.g. Pedersen et al., 1988). Similarly, as is the case with other studies using the EPI short-form (Floderus-Myrhed et al. 1980; Pedersen et al., 1988), neuroticism and etraversion were negatively correlated (r = ±.30). Measures of monotony avoidance and impulsivity, using the Karolinksa Scales of Personality (Shalling, Edman, & Asberg, 1983), were included in the present study as complements to the shortened version of the etraversion measure. Monotony avoidance items assess Zuckerman s sensation-seeking dimensions of susceptibility to boredom and disinhibition (Zuckerman, 1971) (e.g. I prefer people who are eciting and unpredictable ). Items on the impulsivity scale re ect quick decision making and the tendency to act on the spur of the moment (e.g. I often rush into new things ). For both dimensions, participants were asked to rate on a 5-point Likert scale how well each statement ts their personality (e.g. 1 = ts eactly to 5 = does not t at all ). Scale scores were calculated based on the sum of responses to ten 5-point Likert items. In the present sample, monotony avoidance demonstrated adequate internal

5 GENETIC AND ENVIRONMENTAL INFLUENCES 379 consistency (a =.73); however, the internal consistency of the impulsivity scale was low (a =.56) and therefore, the results for this scale should be viewed cautiously. Because twin resemblance can be in ated by variance due to age and gender, scores were residualised for age, gender, and age-gender interaction effects (McGue & Bouchard, 1984). All twin analyses were then conducted on the residualised scores for each measure. Design and Analyses The twin method involves comparing genetically identical (MZ) twins with fraternal (DZ) twins who share approimately 50% of their segregating genes. Genetic in uences are implied when co-twin similarity covaries with the degree of genetic relatedness. Thus, if heredity affects a trait, the twofold greater genetic similarity of MZ twins is epected to make them more similar than DZ twins. Intraclass correlations typically serve as indices of co-twin similarity. An MZ correlation that is signi cantly greater than the DZ correlation suggests genetic in uence. An estimate of heritability (h 2 ), the genetic effect size, can be derived by doubling the difference between the MZ and DZ correlations (Plomin, DeFries, McClearn, & Rutter, 1997). Heritability is the proportion of observed variance for a trait that can be attributed to genetic in uence. The remaining variance is attributed to environmental factors which includes all nonheritable in uences. The environmental variance component can be decomposed into shared and nonshared environmental in uences. Shared environmental variance (c 2 ) is twin resemblance that is not eplained by genetic variance. Thus, c 2 includes those environmental in uences common to both members of a twin pair that enhance co-twin similarity. DZ correlations that eceed onehalf the MZ correlation suggest the presence of shared environmental in uences. Doubling the ecess DZ co-twin similarity not accounted for by h 2 provides an estimate of c 2. Nonshared environmental variance (e 2 ) is a residual variance that includes measurement error and environmental in uences that are unique to each individual. Differences within pairs of MZ twins are due to nonshared environmental in uences, thus e 2 can be estimated by the etent to which the MZ correlation is less than unity. In addition to simple correlational analyses, model- tting analyses were used to assess the genetic and environmental in uences on each personality dimension. In the present study, maimum-likelihood model- tting analyses were performed on twin variance/covariance matrices using LISREL 8 (Jöreskog & Sörbom, 1993). The full univariate model, depicted as a path diagram in Fig. 1, uses twin covariances to decompose the phenotypic variance of a measure into genetic and environmental

6 380 SAUDINO ET AL. FIG. 1. Full univariate (additive) model. components. The rectangles represent the phenotypic variances of each twin. The circles represent latent genetic and environmental factors. The curved double-headed arrows indicate correlations between the variables they connect, whereas the single-headed arrows represent partial regressions of the measured variable on the latent variable. The Ga factors refer to additive genetic in uences the sum of the average effect of all genes that in uence a trait. Based on the degree of genetic relatedness, the Ga factors correlate 1.0 and.5 for MZ and DZ twins respectively. Shared environment (Es) refers to the in uence of shared rearing environments on twin resemblance. Because all twins were reared in the same family, both MZ and DZ correlate 1.0. Finally, the En factors re ect nonshared environmental variance and measurement error. Nonshared environmental in uences are those environmental factors that are unique to each member of a twin pair and that make twins different from each other (e.g. illnesses or accidents, and measurement error) and are therefore depicted in the path diagram as residual arrows for each twin representing the remaining variance not eplained by genetics or shared environment. Model- tting procedures provide a more elegant analysis of genetic and environmental in uences because they estimate multiple parameters simultaneously, test the model, make assumptions eplicit, provide parameter estimates, and permit tests of alternative models (Loehlin, 1987; Neale & Cardon, 1992). For eample, reduced models without the genetic and/or shared environmental parameters can be tested against the full model. Because these reduced models are nested within the full model, the change in chi-square from the full model to the reduced model estimates the signi cance of the parameter(s) not included in the reduced model. Degrees of freedom (df ) for the change in chi-square is equal to the difference in df between the two models.

7 Descriptive Statistics GENETIC AND ENVIRONMENTAL INFLUENCES 381 RESULTS Means and standard deviations for the four personality measures by gender and zygosity are listed in Table 1. To evaluate mean differences, two-way (gender zygosity) analyses of variance (ANOVAs) were conducted for each measure. There were signi cant main effects for gender and zygosity, but no signi cant gender zygosity interactions. Consistent with previous literature (e.g. Eysenck & Eysenck, 1969; Hanin, Eysenck, Eysenck, & Barrett, 1991; Lynn & Martin, 1997), females scored signi cantly higher on neuroticism [F(1,256) = 12.64, P,.001], and lower on etraversion [F(1,256) = 6.63, P,.05]. Females also scored signi cantly higher than males on impulsivity [F(1,256) = 7.91, P,.01]. With regard to mean differences between zygosity groups, MZ twins scored signi cantly higher on etraversion [F(1,256) = 8.63, P,.05], and monotony avoidance [F(1,256) = 3.88, P,.05]. More critical to our current focus on individual differences, MZ and DZ twin groups did not signi cantly differ in total variances for each measure, thus ful lling a basic assumption of the twin method. Intraclass Correlations Table 2 presents twin intraclass correlations for all dimensions studied. A pattern of signi cant MZ correlations and nonsigni cant DZ correlations emerged for all dimensions. For etraversion, monotony avoidance, and impulsivity, the MZ correlations were signi cantly greater than the corresponding DZ correlations (P,.05). The difference between MZ and DZ correlations for neuroticism approached signi cance (P,.06). Thus, genetic in uences appear to be contributing to individual differences in these personality traits. Etraversion, monotony avoidance, and impulsivity displayed a pattern of DZ correlations that are less than one-half the MZ intraclass TABLE 1 Means and (Standard Deviations) of the Personality Variables by Se and Zygosity MZ DZ Females Males Females Males M (SD) M (SD) M (SD) M (SD) Neuroticism 6.09 (2.24) 4.92 (2.16) 6.24 (2.41) 5.30 (2.09) Etraversion 4.29 (1.91) 4.96 (1.61) 3.63 (1.77) 4.20 (1.98) Monotony avoidance (6.55) (7.47) (7.04) (7.11) Impulsivity (4.78) (5.58) (5.30) (5.40)

8 382 SAUDINO ET AL. TABLE 2 Twin Intraclass Correlations MZ DZ Neuroticism.48*.23 b Etraversion.61*.13 a Monotony avoidance.54*.14 a Impulsivity.48* ±.06 a a Difference between MZ and DZ correlations are signi cant at P,.05. b Difference between MZ and DZ correlations approached signi cance at P,.06. * P,.05. correlations, suggesting that nonadditive genetic variance (i.e. dominance among alleles, or epistasis, the interaction of alleles across loci), may be contributing to individual differences in these behaviours. However, in a simple twin design, the power to detect nonadditive genetic variance is negligible. Therefore, in our model- tting analyses, we t a nonadditive model only when a simple additive model did not yield an adequate t to the data. Model-fitting Analyses Table 3 presents the t statistics for tests of alternative models. For neuroticism, etraversion, and monotony avoidance, we t the full model (Ga, Es, En) described in Fig. 1 and three reduced models: (1) a model that included additive genetic effects and nonshared environmental effects (Ga, En); (2) a model that included shared and nonshared environmental effects (Es, En); and (3) a model that included only nonshared environmental effects (En). The Ga, En model provides a test of the signi cance of the shared environment parameter. A signi cant difference in chi-square ( 2 D ) between the chi-squares for the full model and the Ga, En model would indicate that shared environmental variance cannot be eliminated from the model without a decrement in t (i.e. that shared environmental variance is signi cant). Similarly, the 2 D between the full model and the Es, En model allows a test of the signi cance of the genetic parameter. As indicated by the nonsigni cant chi-squares listed in Table 3, the full model (Ga, Es, En) provided a satisfactory t to the data for neuroticism, etraversion, and monotony avoidance. However, for each of these personality dimensions, the shared environment parameter could be dropped from the full model (i.e. Ga, En model) without a change in chi-square between the full model and the reduced model. Thus, shared environmental in uences are not signi cant. In contrast, dropping the

9 GENETIC AND ENVIRONMENTAL INFLUENCES 383 TABLE 3 Chi-squares ( 2 ) and Change in Chi-square ( 2 D ) from Tests of Alternate Models Model Full Ga, Es, En Ga, En Es, En En Neuroticism df = df = df = * df = 5 2 D 0.00 df = ** df = * df = 2 Etraversion df = df = * df = * df = 5 2 D 0.00 df = * df = * df = 2 Monotony avoidance df = df = df = * df = 5 2 D 0.00 df = * df = * df = 2 Impulsivity Additive Model: * df = * df = * df = * df = 5 2 D 0.00 df = * df = * df = 2 Nonadditive Models: Full Gd, Ga, En Gd, En df = df = 4 2 D 0.00 df = 1 Ga, additive genetic parameter; Gd, nonadditive genetic parameter; Es, shared environmental parameter; En, nonshared environmental parameter; 2 D, change in chi-square when parameters are dropped from the full model. Data in bold denote the best tting model. *P,.05; **P,.07. genetic parameter from the full model (i.e. Es, En model) resulted in a poorer t. The chi-square difference between the full model and the Es, En model was signi cant for etraversion and monotony avoidance, and approached signi cance (P,.07) for neuroticism. Similarly, a model that included only nonshared environmental variance did not t the data for any dimension. This is not surprising because nonshared environmental in uences result in differences between twin siblings, and the En model would imply that there is no resemblance between co-twins, which as can be seen from the intraclass correlations, is not the case for our sample. Thus, for neuroticism, etraversion, and monotony avoidance, the best- tting model (i.e. the model that best describes the data), is a model that includes additive genetic effects and nonshared environmental in uences (i.e. the Ga, En model). For impulsivity, we t both additive and nonadditive models to the data. The signi cant chi-square for the additive full model (i.e. Ga, Es, En) indicated that this model did not adequately describe the data. Similarly, a

10 384 SAUDINO ET AL. model that included Ga and En also provided a poor t. However, as indicated by the signi cant change in chi-squares between the full additive model and reduced models, the t of purely environmental models (i.e. Es, En, and En only) were signi cantly worse than the models including the additive genetic parameter. Thus, genetic variance is signi cant for impulsivity. Because the additive models failed to t the data, and yet there was evidence of signi cant genetic in uences, we then t nonadditive genetic models to the data. Nonadditive genetic variance refers to the effects of genes that are not linear and additive (e.g. dominance among alleles, or alternate forms of a gene; epistasis, the interaction of alleles across loci). With the twin design, shared environmental effects and nonadditive genetic effects are confounded and cannot be estimated within the same model because both are based on the etent to which DZ covariance deviates from one-half the MZ covariance. Therefore, the nonadditive model substitutes genetic dominance (Gd) for shared environmental effects (Eaves et al., 1989). MZ twins share all nonadditive genetic effects, whereas DZ twins share only a quarter of genetic variance due to dominance (Plomin et al., 1997). Thus, MZ co-twins are correlated 1.0 and DZ co-twins are correlated.25 for nonadditive genetic effects. As indicated by the nonsigni cant chi-square in Table 3, the full nonadditive model (i.e. Gd, Ga, En) provided a satisfactory t to the data for impulsivity. However, the additive genetic parameter could be dropped from the model without a change in chi-square. Thus, the best tting model for impulsivity is the reduced nonadditive model (Gd, En). Estimates of the percentage of total variance eplained by genetic and environmental factors derived from the best tting models are presented in Table 4. Genetic factors account for 49 59% of the phenotypic variance in personality. The remaining variance can be attributed to nonshared environmental factors. DISCUSSION Cross-cultural research eamining individual differences in personality at the phenotypic level has shown that the structure of personality is remarkably robust across cultures. Speci cally, research eploring similarities and differences between personality in Russia and other cultures has found that although there may be differences in mean levels for personality dimensions, the factor structure of Russian personality is similar to that of Western cultures (Bodunov, 1993; Brief & Comrey, 1993; Digman & Shmelyov, 1996; Hanin et al., 1991; Paunonen et al., 1996). Thus, the same basic traits can be used to describe individual differences in personality in Russian samples as in other cultures. The present study addressed the

11 GENETIC AND ENVIRONMENTAL INFLUENCES 385 TABLE 4 Parameter Estimates, Standard Errors, Percentages of Variance, and Chi-squares for the Best Fitting Model Parameter Estimates Standard Errors Dimension Ga/Gd Es En 2 (df = 4) P Neuroticism % Variance Etraversion % Variance Monotony avoidance % Variance Impulsivity % Variance Ga, additive genetic parameter; Gd, nonadditive genetic parameter; Es, shared environmental parameter; En, nonshared environmental parameter. Dashes ( ) indicate parameters that were not estimated in the best tting models. question of individual differences in Russian personality at the level of genetic and environmental aetiology. That is, does the relative importance of genetic and environmental in uences on individual differences in the core dimensions of neuroticism, etraversion and related traits differ for our Russian sample? The answer would appear to be no. Our ndings that the personality dimensions assessed in the Adult Russian Twin Study (ARTS) are moderately in uenced by genetic factors and nonshared environments are generally consistent with results from American, Australian, British, Finnish, and Swedish twin studies (e.g. Eaves et al., 1989; Floderus-Myrhed et al., 1980; Loehlin & Nichols, 1976; Pedersen et al., 1988; Rose, Koskenvuo, Kaprio, Sarna, & Langinvainio, 1988). In previous research eploring genetic and environmental contributions to personality, heritability estimates based on simple additive genetic models have been found to range from.41 to.60 for neuroticism, and.50 to.74 for etraversion (Henderson, 1982). Similarly, model- tting analyses combining the ndings from twin and adoption studies of neuroticism and etraversion across American, Australian, British, Finnish, and Swedish cultures have produced heritability estimates of.41 for neuroticism and.49 for etraversion (Loehlin & Rowe, 1992). Thus, there is little difference between our ndings of heritabilities of.49 and.59 for neuroticism and etraversion, respectively and those reported in the literature. The heritability of monotony avoidance in the present study was.53. This estimate is considerably higher than the heritability of.23 reported for the same measure in the Swedish Adoption/Twin Study of Aging (Pedersen et al., 1988); however, it is consistent with estimates reported

12 386 SAUDINO ET AL. for related measures of sensation seeking. For eample, Fulker, Eysenck, and Zuckerman (1980) found that 58% of the phenotype variability in a measure of general sensation seeking was due to genetic factors. Perhaps more speci c to the present study, Koopmans, Boomsma, Heath, and van Doornen (1995), report heritabilities ranging from.48 to.62 for the sensation-seeking dimensions of susceptibility to boredom and disinhibition the two scales that out monotony avoidance measure was designed to tap. The present results for impulsivity were consistent with previous research both in terms of the magnitude of the genetic effect (i.e. h 2 =.49) and sources of genetic variance. Impulsivity was the only dimension for which a simple additive model did not t the data. A model that included nonadditive genetic variation was required to provide a reasonable account of co-twin resemblance. Although previous research has also found evidence of nonadditive genetic in uences for impulsivity (e.g. Loehlin, 1992; Pedersen et al., 1988; Tellegen et al., 1988), in general, twin studies have only modest power to discriminate the relative importance of additive and nonadditive genetic variance. Given our small sample and the moderate internal consistency for the impulsivity scale, the safest conclusion is that heritability of this personality dimension is signi cant and substantial. Larger sample sizes and additional kinship groups (e.g. twins reared apart) would enable us to evaluate better the relative importance of nonadditive genetic variance for impulsivity and the other personality dimensions eamined in ARTS. In theory, heritability estimates should be higher in more egalitarian societies because such societies allow fewer arbitrary differences in eperiences between individuals (Scarr, 1993). Communism, with its goal of equality of social conditions for all members of the collective, and its consequent environmental restrictions, might therefore be epected to result in higher estimates of genetic in uence. However, as previously discussed, in the present study, the heritability estimates for all dimensions were similar to those found in behavioural genetic studies of personality in Western cultures. This suggests that the more restrictive collective environments that our adult Russian twins may have eperienced did not substantially in uence estimates of genetic variance. Thus, although there are a number of environments or eperiences in which, for much of their lives, our Russian sample encountered less variability than the Western world (i.e. freedom of religion, private ownership), it would appear that these environments are not the environments that are important to individual differences in personality. Or, at least, these restrictive environments do not have an enduring effect on individual differences in personality. Because our sample was assessed after the fall of communism, it is possible that our results re ect the recent democratisation of Russia

13 GENETIC AND ENVIRONMENTAL INFLUENCES 387 and its increased opportunities for its citizens. That is, heritabilities for personality might have been higher prior to perestroika. Without being able to turn back the clock, we will never know the answer to this question. Our ndings are also consistent with previous research in that there was no evidence for shared environmental in uences on personality. We had speculated that perhaps our Russian sample eperienced different types of environments than those eperienced in Western cultures and that these uniquely Russian environments might be important to personality. Such culture-speci c environments might result in signi cant shared environmental variance. This was not the case. As with other samples of twins, it is not those environmental in uences that are common to family members (e.g. parental rearing style, schools, neighbourhoods) that are important to individual differences in personality, rather it is those environments that are unique to individuals within a family. In conclusion, although it can be argued that there are considerable cultural differences between adults raised in Russian and Western cultures, the results of the present study suggest that these cultural differences do not substantially in uence the aetiology of individual differences in personality. That is, the factors that in uence individual differences in personality in the Russian culture do not differ from those that in uence personality in more Western cultures. In this way, Russian and Western cultures can be viewed as providing functionally equivalent opportunities for species-typical development in personality (Scarr, 1993). Manuscript received June 1998 Revised manuscript received September 1998 REFERENCES Bodunov, M.V. (1993). Factor structure of the Pavlovian Temperament Survey in a Russian population: Comparison and preliminary ndings. Personality and Individual Differences, 14, Brief, D.E., & Comrey, A.L. (1993). A pro le of personality for a Russian sample: As indicated by the Comrey Personality Scales. Journal of Personality Assessment, 60, Digman, J.M., & Shmelyov, A.G. (1996). The structure of temperament and personality in Russian children. Journal of Personality and Social Psychology, 71, Eaves, L.J., Eysenck, H.J., & Martin, N.G. (1989). Genes, culture and personality. London: Academic Press. Eysenck, H.J., & Eysenck, S.B. (1975). Manual of the Eysenck personality inventory. San Diego, CA: Educational and Industrial Testing Service. Eysenck, S.B., & Eysenck, H.J. (1969). Scores on three personality variables as a function of age, se and social class. British Journal of Social and Clinical Psychology, 8, Floderus-Myrhed, B., Pedersen, N., & Rasmuson, I. (1980). Assessment of heritability for personality based on a short form of the Eysenck Personality Inventory: A study of 12,898 twin pairs. Behavioral Genetics, 10,

14 388 SAUDINO ET AL. Fulker, D.W., Eysenck, S.B., & Zuckerman, M. (1980). A genetic and environmental analysis of sensation seeking. Journal of Research in Personality, 14, Hanin, Y., Eysenck, S.B., Eysenck, H.J., & Barrett, P. (1991). A cross-cultural study of personality: Russia and England. Personality and Individual Differences, 12, Henderson, N. (1982). Human behavior genetics. Annual Review of Psychology, 33, Jöreskog, K.G., & Sörbom, D. (1993). LISREL 8 user s guide. Chicago, IL: Scienti c Software. Koopmans, J.R., Boomsma, D.I., Heath, A.C., & van Doornen, L.J.P. (1995). A multivariate genetic analysis of sensation seeking. Behavior Genetics, 25, Korochkin, L.I., Gindilis, V.M., & Bulayeva, K.B. (1993). Some aspects of behavior genetics in Russia. Behavior Genetics, 23, Law, D.A. (1975). Russian civilization. New York: MSS Information Corporation. Loehlin, J.C. (1987). Latent variable models: An introduction to factor, path, and structural analysis. Hillsdale, NJ: Erlbaum. Loehlin, J.C. (1992). Genes and environment in personality development. Newbury Park, CA: Sage. Loehlin, J.C., & Nichols, R.K. (1976). Heredity, environment and personality: A study of 850 sets of twins. Austin, TX: University of Teas Press. Loehlin, J.C., & Rowe, D.R. (1992). Genes and environment and personality development. In G.L. Capara & G.L. Van Heck (Eds.), Modern personality psychology: Critical reviews and new directions (pp ). New York: Harvester/Wheatsheaf. Lynn, R., & Martin, T. (1997). Gender differences in etraversion, neuroticism, and psychoticism in 37 nations. Journal of Social Psychology, 137, McGue, M., & Bouchard, T.J. (1984). Adjustment of twin data for the effects of age and se. Behavior Genetics, 14, Neale, M.C., & Cardon, L.R. (1992). Methodology for genetic studies of twins and families. Boston, MA: Kluwer. Nichols, R.C., & Bilbro, W.C., Jr. (1966). The diagnosis of twin zygosity. Acta Genetica et Statistica Medica, 16, Paunonen, S.V., Keinonen, M., Trzebinski, J., Forsterling, F., Grishenko-Roze, N., Kouznetsova, L., & Chan, D.W. (1996). The structure of personality in si cultures. Journal of Cross-cultural Psychology, 27, Pedersen, N., Plomin, R., McClearn, G.E., & Friberg, L. (1988). Neuroticism, etraversion, and related traits in adult twins reared apart and reared together. Journal of Personality and Social Psychology, 55, Plomin, R., Chipuer, H.M., & Loehlin, J.C. (1990). Behavior genetics and personality. In L.A. Pervin (Ed.), Handbook of personality theory and research (pp ). New York: Guilford Press. Plomin, R., DeFries, J.C., McClearn, G.E., & Rutter, M. (1997). Behavioral Genetics (3rd ed). New York: Freeman. Rose, R.J., Koskenvuo, M., Kaprio, J., Sarna, S., & Langinvainio, H. (1988). Shared genes, shared eperiences, and similarity of personality: Data from 14,288 adult Finnish co-twins. Journal of Personality and Social Psychology, 54, Scarr, S. (1993). Biological and cultural diversity: The legacy of Darwin for development. Child Development, 64, Shalling, D., Edman, G., & Asberg, M. (1983). Impulsive cognitive style and inability to tolerate boredom: Psychological studies of temperamental vulnerability. In M. Zuckerman (Ed.), Biological bases of sensation seeking, impulsivity and aniety. Hillsdale, NJ: Erlbaum. Smith, H. (1990). The Russian character. The New York Times Magazine, 28 October, 30 33, 60, 62.

15 GENETIC AND ENVIRONMENTAL INFLUENCES 389 Tellegen, A., Lykken, D.T., Bouchard, T.J., Wilco, K.J., Segal, N.L., & Rich, S. (1988). Personality similarity in twins reared apart and together. Journal of Personality and Social Psychology, 54, Whit eld, K.E., Grant, J.D., Ravich-Scherbo, I. Marutina, T., & Ibatoulina, A. (1997). Forced epiratory volume: A cross-cultural comparison. Manuscript submitted for publication. Zuckerman, M. (1971). Dimensions of sensation seeking. Journal of Consulting and Clinical Psychology, 36,

16

Can Personality Explain Genetic Influences on Life Events?

Can Personality Explain Genetic Influences on Life Events? Journal of Personality and Social Psychology 1997, Vol. 72, No, 1, 196-26 Copyright 1997 by the American Psychological Association, Inc. 22-3514/97/J3. Can Personality Explain Genetic Influences on Life

More information

Genetic and Environmental Influences on the Individual Differences of Temperament in Primary School Children

Genetic and Environmental Influences on the Individual Differences of Temperament in Primary School Children Available online at www.sciencedirect.com ScienceDirect Procedia - Social and Behavioral Scienc es 86 ( 2013 ) 435 440 V Congress of Russian Psychological Society Genetic and Environmental Influences on

More information

Variability and Stability in Cognitive Abilities Are Largely Genetic Later in Life

Variability and Stability in Cognitive Abilities Are Largely Genetic Later in Life Behavior Genetics, VoL 24, No. 3, 1994 Variability and Stability in Cognitive Abilities Are Largely Genetic Later in Life R. Plomin, a N. L. Pedersen, a,2 P. Lichtenstein, 2 and G. E. McClearn I Received

More information

Etiological Similarities Between Psychological and Physical Aggression in Intimate Relationships: A Behavioral Genetic Exploration

Etiological Similarities Between Psychological and Physical Aggression in Intimate Relationships: A Behavioral Genetic Exploration J Fam Viol (2007) 22:121 129 DOI 10.1007/s10896-006-9059-6 ORIGINAL ARTICLE Etiological Similarities Between Psychological and Physical Aggression in Intimate Relationships: A Behavioral Genetic Exploration

More information

Discussion. were best fit by models of determination that did not include genetic effects.

Discussion. were best fit by models of determination that did not include genetic effects. A Behavior Genetic Investigation of the Relationship Between Leadership and Personality Andrew M. Johnson 1, Philip A. Vernon 2, Julie Aitken Harris 3, and Kerry L. Jang 4 1 Faculty of Health Sciences,The

More information

LJEAVES II J EYSENCIZ 1\J G Nli\RTIN

LJEAVES II J EYSENCIZ 1\J G Nli\RTIN ';1 '\ 0 G 1 D\ 'C-l. ptrt':l'in'\lf"l ilea' I a p' nro~j'l'cn;l, J..:li.1,,,,,,,lUl.1 lull. 11.,.' I.' I. :u l, : Czt. \ ;i.:r! 11: LJEAVES II J EYSENCIZ 1\J G Nli\RTIN ACADEMIC PRESS LIMITED 24128 Oval

More information

Evidence for Genetic Influences on Personality From Self-Reports and Informant Ratings

Evidence for Genetic Influences on Personality From Self-Reports and Informant Ratings Journal of Personality and Social Psychology 1992, Vol. 63. No. 1,85-96 Copyright 1992 by the American Psychological Association, Inc. OO22-3514/92/S3.OO Evidence for Genetic Influences on Personality

More information

Parenting as Phenotype: A Behavioral Genetic Approach to Understanding Parenting

Parenting as Phenotype: A Behavioral Genetic Approach to Understanding Parenting The University of San Francisco USF Scholarship: a digital repository @ Gleeson Library Geschke Center Psychology College of Arts and Sciences 2012 Parenting as Phenotype: A Behavioral Genetic Approach

More information

Genetic Contribution to Risk of Smoking Initiation: Comparisons Across Birth Cohorts and Across Cultures

Genetic Contribution to Risk of Smoking Initiation: Comparisons Across Birth Cohorts and Across Cultures Journal of Substance Abuse, 5, 227-246 (7993) Genetic Contribution to Risk of Smoking Initiation: Comparisons Across Birth Cohorts and Across Cultures Andrew C. Heath Departments of Psychiatry, Psychology

More information

Genetic contribution to the relationship between personality and depressive symptoms among older women

Genetic contribution to the relationship between personality and depressive symptoms among older women Psychological Medicine (2010), 40, 1357 1366. f Cambridge University Press 2009 doi:10.1017/s0033291709991401 Genetic contribution to the relationship between personality and depressive symptoms among

More information

The equal environments assumption, which holds

The equal environments assumption, which holds An Investigation of a Measure of Twins Equal Environments Karen S. Mitchell, 1,2 Suzanne E. Mazzeo, 1,3 Cynthia M. Bulik, 4 Steven H. Aggen, 2,5 Kenneth S. Kendler, 2,5 and Michael C. Neale 2,5,6 1 Department

More information

Preliminary Conclusion

Preliminary Conclusion 1 Exploring the Genetic Component of Political Participation Brad Verhulst Virginia Institute for Psychiatric and Behavioral Genetics Virginia Commonwealth University Theories of political participation,

More information

Nonshared Environmental Influences and Personality Differences in Adult Twins

Nonshared Environmental Influences and Personality Differences in Adult Twins Journal of Personality and Social Psychology 1990, Vol. 58, No. 1,103-110 Copyright 1990 by the American Psychological Association, Inc. 0022-3514/90/S00.75 Nonshared Environmental Influences and Personality

More information

Traits and Metatraits: Their Reliability, Stability, and Shared Genetic Influence

Traits and Metatraits: Their Reliability, Stability, and Shared Genetic Influence PERSONALITY PROCESSES AND INDIVIDUAL DIFFERENCES Traits and Metatraits: Their Reliability, Stability, and Shared Genetic Influence Scott L. Hershberger and Robert Plomin Pennsylvania State University Nancy

More information

Behavioral genetics: The study of differences

Behavioral genetics: The study of differences University of Lethbridge Research Repository OPUS Faculty Research and Publications http://opus.uleth.ca Lalumière, Martin 2005 Behavioral genetics: The study of differences Lalumière, Martin L. Department

More information

Genetic and Shared Environmental Contributions to the Relationship between the Home Environment and Child and Adolescent Achievement

Genetic and Shared Environmental Contributions to the Relationship between the Home Environment and Child and Adolescent Achievement Genetic and Shared Environmental Contributions to the Relationship between the Home Environment and Child and Adolescent Achievement Hobart H. Cleveland The University of North Carolina, Chapel Hill, NC,

More information

Chapter X Personality

Chapter X Personality 2000, Gregory Carey (4/7/00) Personality - 1 Chapter X Personality Personality and its Measurement The word personality has various meanings that range from the qualities of an individual person to evaluative

More information

Environmental Predictors of Personality Differences: A Twin and Sibling Study

Environmental Predictors of Personality Differences: A Twin and Sibling Study PERSONALITY PROCESSES AND INDIVIDUAL DIFFERENCES Environmental Predictors of Personality Differences: A Twin and Siling Study Philip A. Vernon University of Western Ontario Kerry L. Jang University of

More information

Contrast Effects and Sex Influence Maternal and Self-Report Dimensional Measures of Attention-Deficit Hyperactivity Disorder

Contrast Effects and Sex Influence Maternal and Self-Report Dimensional Measures of Attention-Deficit Hyperactivity Disorder DOI 10.1007/s10519-014-9670-x ORIGINAL RESEARCH Contrast Effects and Sex Influence Maternal and Self-Report Dimensional Measures of Attention-Deficit Hyperactivity Disorder J. L. Ebejer S. E. Medland J.

More information

PAPER A genetic analysis of weight and overweight in 4-year-old twin pairs

PAPER A genetic analysis of weight and overweight in 4-year-old twin pairs (2001) 25, 838±844 ß 2001 Nature Publishing Group All rights reserved 0307±0565/01 $15.00 www.nature.com/ijo PAPER A genetic analysis of weight and overweight in 4-year-old twin pairs G Koeppen-Schomerus

More information

Frequency of church attendance in Australia and the United States: models of family resemblance

Frequency of church attendance in Australia and the United States: models of family resemblance Twin Research (1999) 2, 99 107 1999 Stockton Press All rights reserved 1369 0523/99 $12.00 http://www.stockton-press.co.uk/tr Frequency of church attendance in Australia and the United States: models of

More information

Genetic Influences on Childhood IQ in 5- and 7-Year-Old Dutch Twins

Genetic Influences on Childhood IQ in 5- and 7-Year-Old Dutch Twins DEVELOPMENTAL NEUROPSYCHOLOGY, 14{\), 115-126 Copyright 1998, Lawrence Erlbaum Associates, Inc. Genetic Influences on Childhood IQ in 5- and 7-Year-Old Dutch Twins Dorret I. Boomsma and G. Caroline M.

More information

Sources of Cumulative Continuity in Personality: A Longitudinal Multiple-Rater Twin Study

Sources of Cumulative Continuity in Personality: A Longitudinal Multiple-Rater Twin Study Journal of Personality and Social Psychology 2010 American Psychological Association 2010, Vol. 98, No. 6, 995 1008 0022-3514/10/$12.00 DOI: 10.1037/a0019558 Sources of Cumulative Continuity in Personality:

More information

Chapter 2 Interactions Between Socioeconomic Status and Components of Variation in Cognitive Ability

Chapter 2 Interactions Between Socioeconomic Status and Components of Variation in Cognitive Ability Chapter 2 Interactions Between Socioeconomic Status and Components of Variation in Cognitive Ability Eric Turkheimer and Erin E. Horn In 3, our lab published a paper demonstrating that the heritability

More information

Genetic and Environmental Contributions to Obesity and Binge Eating

Genetic and Environmental Contributions to Obesity and Binge Eating Genetic and Environmental Contributions to Obesity and Binge Eating Cynthia M. Bulik,* Patrick F. Sullivan, and Kenneth S. Kendler Virginia Institute for Psychiatric and Behavioral Genetics of Virginia

More information

Intra- and extra-familial in uences on alcohol and drug misuse: a twin study of gene environment correlation

Intra- and extra-familial in uences on alcohol and drug misuse: a twin study of gene environment correlation Addiction (001) 96, 1307 1318 RESEARCH REPORT Intra- and extra-familial in uences on alcohol and drug misuse: a twin study of gene environment correlation KERRY L. JANG, 1 PHILIP A. VERNON, W. JOHN LIVESLEY,

More information

Shared genetic influence of BMI, physical activity and type 2 diabetes: a twin study

Shared genetic influence of BMI, physical activity and type 2 diabetes: a twin study Diabetologia (2013) 56:1031 1035 DOI 10.1007/s00125-013-2859-3 SHORT COMMUNICATION Shared genetic influence of BMI, physical activity and type 2 diabetes: a twin study S. Carlsson & A. Ahlbom & P. Lichtenstein

More information

Journal of Research in Personality

Journal of Research in Personality Journal of Research in Personality 43 (2009) 737 746 Contents lists available at ScienceDirect Journal of Research in Personality journal homepage: www.elsevier.com/locate/jrp Temperament in middle childhood:

More information

Personal Goals of Older Female Twins

Personal Goals of Older Female Twins K. European Salmela-Aro Psychologist 2009 et al.: Hogrefe Genetic 2009; Vol. & Huber Effect 14(2):160 167 Publishers on Goals Personal Goals of Older Female Twins Genetic and Environmental Effects Katariina

More information

A Behavioral Genetic Study of Trait Emotional Intelligence

A Behavioral Genetic Study of Trait Emotional Intelligence Emotion Copyright 2008 by the American Psychological Association 2008, Vol. 8, No. 5, 635 642 1528-3542/08/$12.00 DOI: 10.1037/a0013439 A Behavioral Genetic Study of Trait Emotional Intelligence Philip

More information

Genetic and Environmental Influences on Religiousness: Findings for Retrospective and Current Religiousness Ratings

Genetic and Environmental Influences on Religiousness: Findings for Retrospective and Current Religiousness Ratings Genetic and Environmental Influences on Religiousness: Findings for Retrospective and Current Religiousness Ratings Laura B. Koenig, Matt McGue, Robert F. Krueger, and Thomas J. Bouchard, Jr. University

More information

Population-Based Twin Registries: Illustrative Applications in Genetic Epidemiology and Behavioral Genetics from the Finnish Twin Cohort Study

Population-Based Twin Registries: Illustrative Applications in Genetic Epidemiology and Behavioral Genetics from the Finnish Twin Cohort Study Acta Genet Med Gemellol 39: 427-439 (1990) 1990 by The Mendel Institute, Rome Sixth International Congress on Twin Studies Population-Based Twin Registries: Illustrative Applications in Genetic Epidemiology

More information

Genetic and Environmental Effects on Openness to Experience, Agreeableness, and Conscientiousness: An Adoption/Tvrin Study

Genetic and Environmental Effects on Openness to Experience, Agreeableness, and Conscientiousness: An Adoption/Tvrin Study Genetic and Environmental Effects on Openness to Experience, Agreeableness, and Conscientiousness: An Adoption/Tvrin Study C. S. Bargeman,' Heather M. Chlpuer,' Robert Plomin,' Nancy L. Pedersen,'^ G.

More information

Personality Stability in Late Adulthood: A Behavioral Genetic Analysis

Personality Stability in Late Adulthood: A Behavioral Genetic Analysis Personality Stability in Late Adulthood: A Behavioral Genetic Analysis Wendy Johnson, Matt McGue, and Robert F. Krueger University of Minnesota Twin Cities ABSTRACT A sample of 833 twins from the Minnesota

More information

Genetic influences on angina pectoris and its impact on coronary heart disease

Genetic influences on angina pectoris and its impact on coronary heart disease (2007) 15, 872 877 & 2007 Nature Publishing Group All rights reserved 1018-4813/07 $30.00 ARTICLE www.nature.com/ejhg Genetic influences on angina pectoris and its impact on coronary heart disease Slobodan

More information

Genetic and Environmental Influences on Girls and Boys Gender-Typed and Gender-Neutral Values

Genetic and Environmental Influences on Girls and Boys Gender-Typed and Gender-Neutral Values Developmental Psychology 2010 American Psychological Association 2011, Vol. 47, No. 3, 726 731 0012-1649/10/$12.00 DOI: 10.1037/a0021910 Genetic and Environmental Influences on Girls and Boys Gender-Typed

More information

Major Depression and Generalised Anxiety Disorder:

Major Depression and Generalised Anxiety Disorder: Major Depression and Generalised Anxiety Disorder: Same Genes, (Partly) Kenneth S. Kendler, M.D. Different Environments Revisited Abstract: In both clinical and epidemiological samples, major depression

More information

Genetic and environmental risk factors shared between disordered eating, psychological and family variables

Genetic and environmental risk factors shared between disordered eating, psychological and family variables Personality and Individual Di erences 28 (2000) 729±740 www.elsevier.com/locate/paid Genetic and environmental risk factors shared between disordered eating, psychological and family variables Tracey Wade

More information

Genetic Architecture of the Delis-Kaplan Executive Function System Trail Making Test: Evidence for Distinct Genetic Influences on Executive Function

Genetic Architecture of the Delis-Kaplan Executive Function System Trail Making Test: Evidence for Distinct Genetic Influences on Executive Function Neuropsychology 2011 American Psychological Association 2012, Vol. 26, No. 2, 238 250 0894-4105/12/$12.00 DOI: 10.1037/a0026768 Genetic Architecture of the Delis-Kaplan Executive Function System Trail

More information

Personality and Coping: A Study of Twins Reared Apart and Twins Reared Together

Personality and Coping: A Study of Twins Reared Apart and Twins Reared Together Behavior Genetics, Vol. 35, No. 2, March 2005 (Ó 2005) Personality and Coping: A Study of Twins Reared Apart and Twins Reared Together Kenji Kato 1,*, and Nancy L. Pedersen 1,2 Received 20 Nov. 2003 Final

More information

This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail.

This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail. This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail. Author(s): Salmela-Aro, Katariina; Read, Sanna; Vuoksimaa, Eero; Korhonen,

More information

The Influence of Religion on Alcohol Use Initiation: Evidence for Genotype X Environment Interaction

The Influence of Religion on Alcohol Use Initiation: Evidence for Genotype X Environment Interaction Behavior Genetics, Vol. 29, No. 6, 1999 The Influence of Religion on Alcohol Use Initiation: Evidence for Genotype X Environment Interaction Judith R. Koopmans, 1,3 Wendy S. Slutske, 2 G. Caroline M. van

More information

Bias in Correlations from Selected Samples of Relatives: The Effects of Soft Selection

Bias in Correlations from Selected Samples of Relatives: The Effects of Soft Selection Behavior Genetics, Vol. 19, No. 2, 1989 Bias in Correlations from Selected Samples of Relatives: The Effects of Soft Selection M. C. Neale, ~ L. J. Eaves, 1 K. S. Kendler, 2 and J. K. Hewitt 1 Received

More information

Introduction. TL Nelson 1 *, GP Vogler 1, NL Pedersen 2,3 and TP Miles 4

Introduction. TL Nelson 1 *, GP Vogler 1, NL Pedersen 2,3 and TP Miles 4 International Journal of Obesity (1999) 23, 449±455 ß 1999 Stockton Press All rights reserved 0307±0565/99 $12.00 http://www.stockton-press.co.uk/ijo Genetic and environmental in uences on waistto-hip

More information

A Behavior Genetic Study of the Connection Between Social Values and Personality

A Behavior Genetic Study of the Connection Between Social Values and Personality ARTICLE AVAILABLE ONLINE Twin Research and Human Genetics Volume 14 Number 3 pp. 233 239 A Behavior Genetic Study of the Connection Between Social Values and Personality Julie Aitken Schermer, 1 Philip

More information

Learning Abilities and Disabilities

Learning Abilities and Disabilities CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE Learning Abilities and Disabilities Generalist Genes, Specialist Environments Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry,

More information

Genetic Influences on Midlife Functioning

Genetic Influences on Midlife Functioning 03-Willis-4658.qxd 3/24/2005 2:12 PM Page 65 Three Genetic Influences on Midlife Functioning Nancy L. Pedersen, Erica Spotts, and Kenji Kato Regardless of the definition of midlife, most of the research

More information

The aim of the study was to assess the heritability

The aim of the study was to assess the heritability Genetic Determinants and Personality Correlates of Sociopolitical Attitudes in a Polish Sample Wlodzimierz Oniszczenko 1 and Urszula Jakubowska 2 1 Faculty of Psychology, University of Warsaw,Warsaw, Poland

More information

Phenotype environment correlations in longitudinal twin models

Phenotype environment correlations in longitudinal twin models Development and Psychopathology 25 (2013), 7 16 # Cambridge University Press 2013 doi:10.1017/s0954579412000867 SPECIAL SECTION ARTICLE Phenotype environment correlations in longitudinal twin models CHRISTOPHER

More information

Mate Choice and Friendship in Twins Evidence for Genetic Similarity

Mate Choice and Friendship in Twins Evidence for Genetic Similarity PSYCHOLOGICAL SCIENCE Research Article Mate Choice and Friendship in Twins Evidence for Genetic Similarity J. Philippe Rushton and Trudy Ann Bons The University of Western Ontario, London, Ontario, Canada

More information

In Australian twins participating in three different

In Australian twins participating in three different Heritability and Stability of Resting Blood Pressure in Australian Twins Jouke-Jan Hottenga, 1 John B. Whitfield, 2 Eco J. C. de Geus, 1 Dorret I. Boomsma, 1 and Nicholas G. Martin 2 1 Department of Biological

More information

Twins and the Study of Rater (Dis)agreement

Twins and the Study of Rater (Dis)agreement Psychological Methods 2007, Vol. 12, No. 4, 451 466 CORRECTED APRIL 10, 2008; SEE LAST PAGE Copyright 2007 by the American Psychological Association 1082-989X/07/$12.00 DOI: 10.1037/1082-989X.12.4.451

More information

SEMs for Genetic Analysis

SEMs for Genetic Analysis SEMs for Genetic Analysis Session 8, Lecture 4 2/3/06 Basic Genetic Analysis of Twin Samples Using SEMs SEMs and variance explained Motivating example Simple correlation test The heritability concept Structural

More information

Assessing Measurement Invariance in the Attitude to Marriage Scale across East Asian Societies. Xiaowen Zhu. Xi an Jiaotong University.

Assessing Measurement Invariance in the Attitude to Marriage Scale across East Asian Societies. Xiaowen Zhu. Xi an Jiaotong University. Running head: ASSESS MEASUREMENT INVARIANCE Assessing Measurement Invariance in the Attitude to Marriage Scale across East Asian Societies Xiaowen Zhu Xi an Jiaotong University Yanjie Bian Xi an Jiaotong

More information

Multiple Regression Analysis of Twin Data: Etiology of Deviant Scores versus Individuai Differences

Multiple Regression Analysis of Twin Data: Etiology of Deviant Scores versus Individuai Differences Acta Genet Med Gemellol 37:205-216 (1988) 1988 by The Mendel Institute, Rome Received 30 January 1988 Final 18 Aprii 1988 Multiple Regression Analysis of Twin Data: Etiology of Deviant Scores versus Individuai

More information

Co-occurrence of Depressive Symptoms and Antisocial Behavior in Adolescence: A Common Genetic Liability

Co-occurrence of Depressive Symptoms and Antisocial Behavior in Adolescence: A Common Genetic Liability Journal of Abnormal Psychology 1998, Vol. 107. No. 1, 27-37 Copyright 1998 by the American Psychological Association, Inc. 0021-843X/98/S3.00 Co-occurrence of Depressive Symptoms and Antisocial Behavior

More information

GENETICAL, ENVIRONMENTAL AND PERSONALITY FACTORS INFLUENCING THE AGE OF FIRST SEXUAL INTERCOURSE IN TWINS

GENETICAL, ENVIRONMENTAL AND PERSONALITY FACTORS INFLUENCING THE AGE OF FIRST SEXUAL INTERCOURSE IN TWINS J. biosoc. Sci. (1977) 9, 91-97 GENETICAL, ENVIRONMENTAL AND PERSONALITY FACTORS INFLUENCING THE AGE OF FIRST SEXUAL INTERCOURSE IN TWINS N. G. MARTIN*, L. J. EAVES* AND H. J. EYSENCKt * Department of

More information

Examining the Origins of Gender Differences in Marital Quality: A Behavior Genetic Analysis

Examining the Origins of Gender Differences in Marital Quality: A Behavior Genetic Analysis Journal of Family Psychology Copyright 2006 by the American Psychological Association 2006, Vol. 20, No. 4, 605 613 0893-3200/06/$12.00 DOI: 10.1037/0893-3200.20.4.605 Examining the Origins of Gender Differences

More information

S P O U S A L R ES E M B L A N C E I N PSYCHOPATHOLOGY: A C O M PA R I SO N O F PA R E N T S O F C H I LD R E N W I T H A N D WITHOUT PSYCHOPATHOLOGY

S P O U S A L R ES E M B L A N C E I N PSYCHOPATHOLOGY: A C O M PA R I SO N O F PA R E N T S O F C H I LD R E N W I T H A N D WITHOUT PSYCHOPATHOLOGY Aggregation of psychopathology in a clinical sample of children and their parents S P O U S A L R ES E M B L A N C E I N PSYCHOPATHOLOGY: A C O M PA R I SO N O F PA R E N T S O F C H I LD R E N W I T H

More information

Evidence for shared genetic influences on selfreported ADHD and autistic symptoms in young adult Australian twins

Evidence for shared genetic influences on selfreported ADHD and autistic symptoms in young adult Australian twins Washington University School of Medicine Digital Commons@Becker Open Access Publications 2008 Evidence for shared genetic influences on selfreported ADHD and autistic symptoms in young adult Australian

More information

Control and Turnout. Christopher Dawes. University of California, San Diego. March 18, 2010

Control and Turnout. Christopher Dawes. University of California, San Diego. March 18, 2010 Control and Turnout Christopher Dawes University of California, San Diego March 18, 2010 Abstract Political scientists have recently explored the genetic basis of political participation. Fowler, Baker

More information

Genetic and environmental influences on juvenile antisocial behaviour assessed on two occasions

Genetic and environmental influences on juvenile antisocial behaviour assessed on two occasions Psychological Medicine, 2000, 30, 1315 1325. 2000 Cambridge University Press Printed in the United Kingdom Genetic and environmental influences on juvenile antisocial behaviour assessed on two occasions

More information

Alternative Methods for Assessing the Fit of Structural Equation Models in Developmental Research

Alternative Methods for Assessing the Fit of Structural Equation Models in Developmental Research Alternative Methods for Assessing the Fit of Structural Equation Models in Developmental Research Michael T. Willoughby, B.S. & Patrick J. Curran, Ph.D. Duke University Abstract Structural Equation Modeling

More information

Nature and Nurture. Lecture 33

Nature and Nurture. Lecture 33 Nature and Nurture Lecture 33 1 Views of Mental Development Ontogenetic Phylogenetic Cultural 2 Ontogenetic View of Development Individual Species Members Development Across the Life Span Infancy Childhood

More information

On genetic variation in menarche and age at first sexual intercourse A critique of the Belsky Draper hypothesis

On genetic variation in menarche and age at first sexual intercourse A critique of the Belsky Draper hypothesis Evolution and Human Behavior 23 (2002) 365 372 On genetic variation in menarche and age at first sexual intercourse A critique of the Belsky Draper hypothesis David C. Rowe School of Family and Consumer

More information

Discontinuous Traits. Chapter 22. Quantitative Traits. Types of Quantitative Traits. Few, distinct phenotypes. Also called discrete characters

Discontinuous Traits. Chapter 22. Quantitative Traits. Types of Quantitative Traits. Few, distinct phenotypes. Also called discrete characters Discontinuous Traits Few, distinct phenotypes Chapter 22 Also called discrete characters Quantitative Genetics Examples: Pea shape, eye color in Drosophila, Flower color Quantitative Traits Phenotype is

More information

Intelligence 31 (2003)

Intelligence 31 (2003) Intelligence 31 (2003) 589 605 A genetic two-factor model of the covariation among a subset of Multidimensional Aptitude Battery and Wechsler Adult Intelligence Scale Revised subtests Michelle Luciano*,

More information

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and education use, including for instruction at the authors institution

More information

Exploring the inter-relationship of smoking age-at-onset, cigarette consumption and smoking persistence: genes or environment?

Exploring the inter-relationship of smoking age-at-onset, cigarette consumption and smoking persistence: genes or environment? Psychological Medicine, 2007, 37, 1357 1367. f 2007 Cambridge University Press doi:10.1017/s0033291707000748 First published online 30 April 2007 Printed in the United Kingdom Exploring the inter-relationship

More information

NIH Public Access Author Manuscript J Educ Psychol. Author manuscript; available in PMC 2009 September 14.

NIH Public Access Author Manuscript J Educ Psychol. Author manuscript; available in PMC 2009 September 14. NIH Public Access Author Manuscript Published in final edited form as: J Educ Psychol. 2007 February 1; 99(1): 128 139. doi:10.1037/0022-0663.99.1.128. The Origins of Diverse Domains of Mathematics: Generalist

More information

Genetic and Environmental Effects on Daily Life Stressors: More Evidence for Greater Variation in Later Life

Genetic and Environmental Effects on Daily Life Stressors: More Evidence for Greater Variation in Later Life Psychology and Aging Copyright 2007 by the American Psychological Association 2007, Vol. 22, No. 2, 331 340 0882-7974/07/$12.00 DOI: 10.1037/0882-7974.22.2.331 Genetic and Environmental Effects on Daily

More information

Self-Oriented and Socially Prescribed Perfectionism in the Eating Disorder Inventory Perfectionism Subscale

Self-Oriented and Socially Prescribed Perfectionism in the Eating Disorder Inventory Perfectionism Subscale Self-Oriented and Socially Prescribed Perfectionism in the Eating Disorder Inventory Perfectionism Subscale Simon B. Sherry, 1 Paul L. Hewitt, 1 * Avi Besser, 2 Brandy J. McGee, 1 and Gordon L. Flett 3

More information

In the classic twin design, estimation of genetic and

In the classic twin design, estimation of genetic and A Test of the Equal Environment Assumption (EEA) in Multivariate Twin Studies Eske M. Derks, 1 Conor V. Dolan, 2 and Dorret I. Boomsma 1 1 Department of Biological Psychology,Vrije Universiteit,Amsterdam,

More information

Heritability of Creative Achievement

Heritability of Creative Achievement This article was downloaded by: [213.157.19.77] On: 11 June 2014, At: 03:07 Publisher: Routledge Informa Ltd Registered in England and Wales Registered Number: 1072954 Registered office: Mortimer House,

More information

Twin singleton differences in intelligence?

Twin singleton differences in intelligence? Twin Research (2000) 3, 83 87 2000 Macmillan Publishers Ltd All rights reserved 1369 0523/00 $15.00 y www.nature.com/tr Twin singleton differences in intelligence? Daniëlle Posthuma 1, Eco JC De Geus 1,

More information

Keywords: classical twin study, behavioural genetics, Mx, SEM, genetic model fitting

Keywords: classical twin study, behavioural genetics, Mx, SEM, genetic model fitting Fruhling Rijsdijk is a lecturer in Quantitative Behavioral Genetics at the Social, Genetic & Development Psychiatry Research Centre of the Institute of Psychiatry, King s College London. She works on the

More information

Widespread Evidence for Non-Additive Genetic Variation in Cloninger s and Eysenck s Personality Dimensions Using a Twin Plus Sibling Design

Widespread Evidence for Non-Additive Genetic Variation in Cloninger s and Eysenck s Personality Dimensions Using a Twin Plus Sibling Design Behavior Genetics, Vol. 35, No. 6, November 2005 (Ó 2005) DOI: 10.1007/s10519-005-6041-7 Widespread Evidence for Non-Additive Genetic Variation in Cloninger s and Eysenck s Personality Dimensions Using

More information

It is shown that maximum likelihood estimation of

It is shown that maximum likelihood estimation of The Use of Linear Mixed Models to Estimate Variance Components from Data on Twin Pairs by Maximum Likelihood Peter M. Visscher, Beben Benyamin, and Ian White Institute of Evolutionary Biology, School of

More information

Phenotypic, Genetic, and Environmental Correlations between Reaction Times and Intelligence in Young Twin Children

Phenotypic, Genetic, and Environmental Correlations between Reaction Times and Intelligence in Young Twin Children J. Intell. 2015, 3, 160-167; doi:10.3390/jintelligence3040160 Brief Report OPEN ACCESS Journal of Intelligence ISSN 2079-3200 www.mdpi.com/journal/jintelligence Phenotypic, Genetic, and Environmental Correlations

More information

CHAPTER VI RESEARCH METHODOLOGY

CHAPTER VI RESEARCH METHODOLOGY CHAPTER VI RESEARCH METHODOLOGY 6.1 Research Design Research is an organized, systematic, data based, critical, objective, scientific inquiry or investigation into a specific problem, undertaken with the

More information

Genetic and Environmental Influences on Functional Abilities in Danish Twins Aged 75 Years and Older

Genetic and Environmental Influences on Functional Abilities in Danish Twins Aged 75 Years and Older Journal of Gerontology: MEDICAL SCIENCES 2000, Vol. 55A, No. 8, M446 M452 Copyright 2000 by The Gerontological Society of America Genetic and Environmental Influences on Functional Abilities in Danish

More information

The structure of genetic and environmental risk factors for three measures of disordered eating

The structure of genetic and environmental risk factors for three measures of disordered eating Psychological Medicine, 1999, 29, 925 934. 1999 Cambridge University Press Printed in the United Kingdom The structure of genetic and environmental risk factors for three measures of disordered eating

More information

Appendix A. Basics of Latent Class Analysis

Appendix A. Basics of Latent Class Analysis 7/3/2000 Appendix A. Basics of Latent Class Analysis Latent class analysis (LCA) is a statistical method for discovering subtypes of related cases from multivariate categorical data. A latent class may

More information

Critical assumptions of classical quantitative genetics and twin studies that warrant more attention

Critical assumptions of classical quantitative genetics and twin studies that warrant more attention Critical assumptions of classical quantitative genetics and twin studies that warrant more attention Peter J. Taylor Programs in Science, Technology & Values and Critical & Creative Thinking University

More information

Prevalence of Procrastination in the United States, United Kingdom, and Australia: Arousal and Avoidance Delays among Adults

Prevalence of Procrastination in the United States, United Kingdom, and Australia: Arousal and Avoidance Delays among Adults Prevalence of Procrastination in the United States, United Kingdom, and Australia: Arousal and Avoidance Delays among Adults Joseph R. Ferrari DePaul University Jean O'Callaghan & Ian Newbegin Roehampton

More information

Causes of Stability of Aggression from Early Childhood to Adolescence: A Longitudinal Genetic Analysis in Dutch Twins

Causes of Stability of Aggression from Early Childhood to Adolescence: A Longitudinal Genetic Analysis in Dutch Twins Behavior Genetics, Vol. 33, No. 5, September 2003 ( 2003) Causes of Stability of Aggression from Early Childhood to Adolescence: A Longitudinal Genetic Analysis in Dutch Twins C. E. M. van Beijsterveldt,

More information

Chapter 19: Quantitative II Estimation & Testing

Chapter 19: Quantitative II Estimation & Testing 2000, Gregory Carey Chapter 19: Quantitative II - 1 Chapter 19: Quantitative II Estimation & Testing Introduction The previous chapter presented quantitative genetics from a conceptual view. We learned

More information

HEREDITARY INFLUENCES ON DEVELOPMENT

HEREDITARY INFLUENCES ON DEVELOPMENT HEREDITARY INFLUENCES ON DEVELOPMENT HEREDITARY INFLUENCES ON DEVELOPMENT Genotype: genes that one inherits Phenotype: how one s genotype is expressed in observable or measurable characteristics PRINCIPLES

More information

Genetic Factors in Temperamental Individuality

Genetic Factors in Temperamental Individuality Genetic Factors in Temperamental Individuality A Longitudinal Study of Same-Sexed Twins from Two Months to Six Years of Age Anne Mari Torgersen, Cando Psychol. Abstract. A previous publication reported

More information

The genetic basis of the relation between speed-of-information-processing and IQ

The genetic basis of the relation between speed-of-information-processing and IQ Behavioural Brain Research 95 (1998) 77 84 The genetic basis of the relation between speed-of-information-processing and IQ F.V. Rijsdijk a, *, P.A. Vernon b, D.I. Boomsma a a Department of Psychonomics,

More information

Individual Differences in Processing Speed and Working Memory Speed as Assessed with the Sternberg Memory Scanning Task

Individual Differences in Processing Speed and Working Memory Speed as Assessed with the Sternberg Memory Scanning Task Behav Genet (2010) 40:315 326 DOI 10.1007/s10519-009-9315-7 ORIGINAL RESEARCH Individual Differences in Processing Speed and Working Memory Speed as Assessed with the Sternberg Memory Scanning Task Anna

More information

Estimating genetic variation within families

Estimating genetic variation within families Estimating genetic variation within families Peter M. Visscher Queensland Institute of Medical Research Brisbane, Australia peter.visscher@qimr.edu.au 1 Overview Estimation of genetic parameters Variation

More information

Inheritance of Alcohol Consumption Patterns in the Australian Twin Survey, 1981

Inheritance of Alcohol Consumption Patterns in the Australian Twin Survey, 1981 Inheritance of Alcohol Consumption Patterns in the Australian Twin Survey, 1981 ANDREW C. HEATH,* JOANNE M. MEYER/ AND NICHOLAS G. MARTIN* *Oepartment of Psychiatry Washington University School of Medicine

More information

A Note on the Heritability of Memory Span

A Note on the Heritability of Memory Span Behavior Genetics, Vol. 9, No. 5, 1979 A Note on the Heritability of Memory Span Arthur R. Jensen 1 and Daniel Q. Marisi 2 Received 26 Apr. 1979--Final 25 Jun. 1979 The heritability of performance on a

More information

Twin studies have shown heritabilities from 39% (10)

Twin studies have shown heritabilities from 39% (10) Epidemiology Multivariate Genetic Analysis of Lifetime Exercise and Environmental Factors RIITTA SIMONEN 1, ESKO LEVÄLAHTI 1, JAAKKO KAPRIO 1,2, TAPIO VIDEMAN 3, and MICHELE C. BATTIÉ 4 1 Department of

More information

Generalist Genes and Learning Disabilities

Generalist Genes and Learning Disabilities Psychological Bulletin Copyright 2005 by the American Psychological Association 2005, Vol. 131, No. 4, 592 617 0033-2909/05/$12.00 DOI: 10.1037/0033-2909.131.4.592 Generalist Genes and Learning Disabilities

More information

GENETIC AND ENVIRONMENTAL INFLUENCES ON ANXIOUS/DEPRESSION

GENETIC AND ENVIRONMENTAL INFLUENCES ON ANXIOUS/DEPRESSION Chapter 8 GENETIC AND ENVIRONMENTAL INFLUENCES ON ANXIOUS/DEPRESSION A Longitudinal Study in 3- to 12-Year-Old Children Dorret I. Boomsma, Ph.D. C.E.M. van Beijsterveldt, Ph.D. Meike Bartels, Ph.D. James

More information

Self-transcendence as a measure of spirituality in a sample of older Australian twins

Self-transcendence as a measure of spirituality in a sample of older Australian twins Twin Research (1999) 2, 81 87 1999 Stockton Press All rights reserved 1369 0523/99 $12.00 http://www.stockton-press.co.uk/tr Self-transcendence as a measure of spirituality in a sample of older Australian

More information

Comparing the biological and cultural inheritance of personality and social attitudes in the Virginia study of twins and their relatives

Comparing the biological and cultural inheritance of personality and social attitudes in the Virginia study of twins and their relatives Twin Research (1999) 2, 62 80 1999 Stockton Press All rights reserved 1369 0523/99 $12.00 http://www.stockton-press.co.uk/tr Comparing the biological and cultural inheritance of personality and social

More information