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Differentiating Autonomy From Individualism and Independence:
A Self-Determination Theory Perspective on Internalization
of Cultural Orientations and Well-Being
Valery Chirkov
University of Saskatchewan Richard M. Ryan
University of Rochester
Youngmee Kim
Mount Sinai School of Medicine Ulas Kaplan
Harvard University
On the basis of self-determination theory (R. M. Ryan & E. L. Deci, 2000) and cultural descriptions
drawn from H. C. Triandis (1995), the authors hypothesized that (a) individuals from different cultures
internalize different cultural practices; (b) despite these differences, the relative autonomy of individuals’
motivation for those practices predicts well-being in all 4 cultures examined; and (c) horizontal practices
are more readily internalized than vertical practices across all samples. Five hundred fifty-nine persons
from South Korea, Russia, Turkey and the United States participated. Results supported the hypothesized
relations between autonomy and well-being across cultures and gender. Results also suggested greater
internalization of horizontal relative to vertical practices. Discussion focuses on the distinction between
autonomy and individualism and the relative fit of cultural forms with basic psychological needs.
The manifest variability in values and behaviors across different
cultures has led many theorists interested in personality and well-
being to adopt cultural relativism as an approach to understanding
what fosters well-being. In this view, different cultures engender
different goals, motives, and values, and these, in turn, are as-
sumed to be differentially associated with how one pursues and
attains well-being and social integration (Markus, Kitayama, &
Heiman, 1996; Triandis & Gelfand, 1998).
Recently, a number of theorists have attempted to combine this
appreciation of cultural differences with a more universalistic
position regarding basic needs and well-being (e.g., Inghilleri,
1999; Kagitcibasi, 1996; Ryan & Deci, 2001; Ryff & Singer, 1998;
Sheldon, Elliot, Kim, & Kasser, 2001). Theorists embracing such
perspectives claim that amid the considerable surface diversity in
cultural goals and values, there nonetheless exist certain universal
or invariant aspects of human nature in the form of basic devel-
opmental propensities and psychological needs, supports for which
are essential to well-being.
In particular, self-determination theory (SDT; Deci & Ryan,
1985; Ryan & Deci, 2000) argues that people from all cultures
share basic psychological needs for autonomy, competence, and
relatedness. The theory posits that when these three needs are
supported by social contexts and are able to be fulfilled by indi-
viduals, well-being is enhanced. Conversely, when cultural, con-
textual, or intrapsychic forces block or frustrate the fulfillment of
these basic needs, well-being is diminished. SDT acknowledges
that the specific means of expressing and satisfying basic needs
can vary considerably by context and culture, but it maintains that
these underlying psychological needs are functionally relevant
across these surface variations (Deci & Ryan, 2000). Further,
although the attainment of other goals may enhance a person’s
happiness or hedonic satisfactions, gratification of these basic
psychological needs constitutes a necessary condition for sustained
well-being and healthy development (Ryan & Deci, 2001).
Among the three needs postulated by SDT, the primary con-
troversy has concerned the need for autonomy. That is, although
few people have doubted the universality of the need to feel
relatedness (Baumeister & Leary, 1995; Ryan, 1993) or compe-
tence (Csikszentmihalyi, 1988; Deci & Ryan, 1985), a basic need
for autonomy has been widely disputed. For example, Iyengar and
Lepper (1999), in a widely cited article, suggested that cultural
values for autonomy are opposed to those for relatedness and
group cohesion. In their review, they equated SDT’s constructs of
autonomy and self-determination with making choices indepen-
dently from one’s reference group. They then provided experimen-
tal evidence showing that the imposition of choices by an exper-
imenter relative to personal choice undermined intrinsic
motivation in Asian Americans and Anglo Americans alike, rep-
licating previous SDT-based findings (e.g., Zuckerman, Porac,
Lathin, Smith, & Deci, 1978). However, they also showed that
adopting choices made by trusted others uniquely enhanced intrin-
sic motivation for the Asian group. Their interpretation focused on
the latter findings, which they portrayed as challenging the notion
that autonomy is important across cultures. Oishi (2000) measured
Valery Chirkov, Department of Psychology, University of Saskatche-
wan, Saskatoon, Saskatchewan, Canada; Richard M. Ryan, Department of
Clinical and Social Sciences in Psychology, University of Rochester;
Youngmee Kim, Mount Sinai School of Medicine; Ulas Kaplan, Depart-
ment of Psychology, Harvard University.
Correspondence concerning this article should be addressed to Richard
M. Ryan, Department of Clinical and Social Sciences in Psychology,
University of Rochester, Meliora Hall RC 270266, Rochester, New York
14627. E-mail: ryan@psych.rochester.edu
Journal of Personality and Social Psychology Copyright 2003 by the American Psychological Association, Inc.
2003, Vol. 84, No. 1, 97–110 0022-3514/03/$12.00 DOI: 10.1037/0022-3514.84.1.97
97
autonomy by assessing people’s individualistic values, apparently
assuming them to represent autonomy as defined within SDT. On
the basis of this measure, Oishi reported that, outside of a very few
highly individualistic Western nations, “autonomous individuals
were no more satisfied with their lives than were those who were
less autonomous”(p. 102). Finally, Miller (1997) cited SDT as
exemplifying a Western view of internalization in which one gains
autonomy “from social expectations”(p. 184). She suggested that,
in some cultures, adherence to controlling pressures yields more
satisfaction than does autonomy, the later defined as an absence of
all exogenous influences. Her characterizations of autonomy, like
those of Oishi (2000) and Iyengar and Lepper (1999), are ones that
do not concur with SDT’s definition.
Differentiating Autonomy and Individualism
Given our SDT-based framework, we see several problems with
these criticisms and formulations. The major issue is the failure
within some of these perspectives to differentiate the construct of
autonomy from those of individualism, independence, or separate-
ness (Ryan, 1993).
Although some dictionary definitions of autonomy and indepen-
dence overlap, these terms can be used in a more differentiated
way, and SDT has explicitly applied this more differentiated
approach in both theory construction and empirical studies (e.g.,
Koestner & Losier, 1996; Ryan, 1993; Ryan & Lynch, 1989). The
basis of SDT’s distinction is further supported by its convergence
with analytical and phenomenological philosophical analyses of
these concepts (e.g., Dworkin, 1988; Memmi, 1984; Pfander,
1911; Ricoeur, 1966); by modern attributional theory, which pro-
vides a distinctive conceptualization of autonomy (e.g., deCharms,
1968; Deci & Ryan, 1985); and by specific culturally (e.g., Kagit-
cibasi, 1996) and clinically focused (e.g., Lerner, 1988) analyses.
According to the SDT formulation, a person is autonomous
when his or her behavior is experienced as willingly enacted and
when he or she fully endorses the actions in which he or she is
engaged and/or the values expressed by them. People are therefore
most autonomous when they act in accord with their authentic
interests or integrated values and desires (Deci & Ryan, 1985,
2000; Ryan, 1995). deCharms (1968) described a person who acts
autonomously as an origin of behavior, because, when autono-
mous, a person feels initiative and stands behind what he or she
does. According to SDT, the opposite of autonomy is not depen-
dence but rather heteronomy, in which one’s actions are experi-
enced as controlled by forces that are phenomenally alien to the
self or that compel one to behave in specific ways regardless of
one’s values or interests.
Along with other theoretical perspectives (e.g., Bowlby, 1969),
SDT defines dependence as reliance on others for guidance, sup-
port, or needed supplies (Ryan & Lynch, 1989). Within SDT, the
opposite of dependence is not autonomy but rather independence,
the circumstance of not relying on others for support, help, or
supplies. It follows from this SDT framework that autonomy is
seen as largely orthogonal to both independence and individualism
(Ryan, 1993). One can be autonomously dependent on an other,
willingly relying on his or her care, particularly if the other is
perceived as supportive and responsive (La Guardia, Ryan, Couch-
man, & Deci, 2000; Ryan & Solky, 1996). Yet one could also be
forced or compelled into a position of dependence, with a variety
of negative implications. For example, one can autonomously
accept guidance from a parent or, alternatively, feel forced to
submit to that guidance, an issue not considered by Iyengar and
Lepper (1999). Similarly, people often autonomously support de-
pendents (e.g., friends in need, children) and, in other circum-
stances, feel forced to care for another individual. In fact, research
suggests that autonomous or volitional caregiving differs both in
its effectiveness and in its impact on the caregiver when compared
with less autonomous caregiving (Pierce, Lydon, & Yang, 2001).
These considerations suggest the importance of differentiating the
fact of dependence or interdependence from the experience of
autonomy versus heteronomy attending it.
Similarly, the issue of conformity concerns that of following an
external influence. But according to SDT and modern philosoph-
ical analyses of autonomy (see Dworkin, 1988), the surface be-
havior of conforming can be associated with an experience of
either autonomy or heteronomy. People often experience a lack of
autonomy when pressured to do something they do not believe in
or to follow social norms with which they do not identify. How-
ever, one can willingly follow an external influence or even an
order provided one fully consents to, concurs with, or identifies
with that influence. Thus, if one believes in the value of traffic
laws, one can experience following the command of a traffic cop
as highly autonomous. Similarly, if one fully concurs with and
endorses group norms, one can experience conforming to them as
volitional and autonomous (Ryan, 1993). However, one can also
experience adhering to tradition or norms as heteronomous, as
when one obeys a group or leader out of fear of punishment or
merely to obtain externally controlled inducements (Kim, Deci, &
Zuckerman, 2002).
Prior research has supported the value of this distinction be-
tween autonomy and independence. For example, Ryan and Lynch
(1989) showed that U.S. teens who more willingly depend on their
parents for guidance or help evidence greater well-being, are less
susceptible to peer pressure, and are less prone to risk behaviors
than are teens who are more detached and independent from their
parents. It is interesting that parents who support autonomy have
teens who rely on them more and who are more likely to internal-
ize parental norms (Grolnick, Deci, & Ryan, 1997; Kandel &
Lesser, 1969; Ryan & Lynch, 1989). Similarly, Koestner and
colleagues (Hodgins, Koestner, & Duncan, 1996; Koestner et al.,
1999; Koestner & Losier, 1996), on the basis of SDT, have
distinguished between reactive autonomy, a propensity to be re-
sistant to external influences, and the reflective autonomy defined
within SDT. Koestner et al. (1999) found that persons high in
reflective autonomy were willing to follow expert advice, whereas
those high in reactive autonomy moved away from others’influ-
ences, even to their detriment. In other studies, Hodgins et al.
(1996) and Koestner and Losier (1996) showed that those high in
reflective autonomy had more intimate and self-disclosing inter-
actions with peers than did those high in reactive autonomy.
In this study, our intent is to show how the concept of autonomy
can be differentiated from the concepts of individualism and
collectivism. Specifically, we assess people’s experience of auton-
omy with respect to varied cultural practices within varied cul-
tures. Included in our focus are people’s relative autonomy regard-
ing practices typical of collectivist, individualist, vertical, and
horizontal social orientations and the relations of that relative
autonomy to well-being. In contradistinction to those who equate
98 CHIRKOV, RYAN, KIM, AND KAPLAN
independence and autonomy, viewing both as aspects of individ-
ualism, we suggest that autonomy is a significant issue for well-
being and motivation with respect to both individualistic and
collectivistic practices as well as vertical and horizontal orienta-
tions rather than being an exclusive attribute of individualistic
contexts.
Assessing Autonomy: SDT’s Internalization Continuum
According to SDT, the issue of autonomy concerns the extent to
which one fully accepts, endorses, or stands behind one’s actions
(Deci & Ryan, 1985, 2000). However, the issue of acceptance or
endorsement is not an absolute one: Instead, SDT specifies various
motives to act, each of which can be understood as lying along a
continuum of relative autonomy or of lesser to greater internaliza-
tion (Deci & Ryan, 1985; Ryan & Connell, 1989; Vallerand,
1997). At the low end of this continuum is external regulation,in
which a person acts only to obtain external rewards or to escape
punishment or reward loss. Here, one’s behavior is perceived as
being directly regulated by external controls with which one might
not concur. A somewhat more internalized form of regulation is
introjected regulation, in which one acts to experience self- or
other approval or to avoid feelings of guilt or self-disparagement.
Still more autonomous are identified regulations, in which a per-
son consciously endorses a given behavior or value as having
personal significance and importance. The most autonomous form
of extrinsic motivation is labeled integrated regulation, which
pertains to behaviors and values with which one has identified that
are also well synthesized into everyday life and well coordinated
with one’s other identifications. Behavior can also be intrinsically
motivated, another highly autonomous form of regulation in which
one engages in an activity out of interest or enjoyment. However,
because intrinsic motivation, being a spontaneous and natural form
of regulation, does not require internalization and also does not
apply to instrumental behaviors, it is not as pertinent to the study
of the relative internalization of the cultural practices we examine
in this project. These styles of regulation have been modeled in
numerous studies and shown fall along a continuum from less to
more autonomy (Ryan & Connell, 1989). Further, numerous stud-
ies have shown that the more internalized the regulation for an
activity is, the greater people’s persistence, performance, and
quality of experience are. Studies in North America and Western
Europe have extensively tested this model in many domains,
including education, religion, sport, health care, and work, among
others (Deci & Ryan, 2000; Ryan & Deci, 2000; Vallerand, 1997).
Only recently have researchers begun to examine the impor-
tance of internalization and autonomy as conceptualized within
SDT in more collectivistic contexts. For example, Hayamizu
(1997) surveyed Japanese high school students and found that
more autonomous motivation, as assessed using an SDT-based
model of internalization, was related to more positive and adaptive
coping. Yamauchi and Tanaka (1998) provided similar results in
another sample of Japanese students. Asakawa and Csikszentmi-
halyi (2000) compared Asian American and Caucasian American
students and found greater relative autonomy for academic moti-
vation among the Asians. They attributed this to the more con-
nected or relatedness-supportive family styles of the Asian partic-
ipants, which facilitated the internalization of academic values.
Tanaka and Yamauchi (2000) reported more positive learning
styles and experience in Japanese college students whose motiva-
tion was more autonomous. Finally, Sheldon et al. (2001) found
that autonomy was one of the most important components of
satisfying events and that event-related autonomy uniquely pre-
dicted well-being within both Korean and U.S. samples.
Similarly, SDT-based measures of autonomy support have pre-
dicted adjustment and mental health in cultures that have been
characterized as either authoritarian or vertically collectivistic.
Specifically, Deci et al. (2001) found in a sample of Bulgarian
adults that autonomy support on the job significantly predicted
greater need satisfaction, facilitating both work engagement and
well-being, as it did in a U.S. comparison sample. Chirkov and
Ryan (2001) found that, although Russian parents were perceived
as less autonomy supportive than their U.S. counterparts, auton-
omy support predicted more positive mental health in high school
students from both the U.S. and Russia. Thus, where appropriate
measures have been used, the positive outcomes associated with
autonomy appear to generalize beyond individualistic nations.
This claim is of tremendous theoretical and practical signifi-
cance. Theoretically, these findings challenge the undifferentiated
view of autonomy and independence. As Kagitcibasi (1996) stated,
“even though autonomy does not necessarily mean distancing
oneself from others, such a meaning is commonly attributed to it”
(p. 180). She argued that autonomy and relatedness can be syn-
thesized and that a more differentiated view could serve as a
corrective to cultural psychologies that pit autonomy against re-
latedness. Thus, distinguishing autonomy from the concept of
individualism in cultural analyses appears to be an important step
both in a more detailed and differentiated understanding of cultural
differences and for creating policies toward enhancing mental
health worldwide. However, should the claim of no functional
value for autonomy in collectivistic or vertical cultures (e.g.
Miller, 1997; Oishi, 2000) prove correct, the policy implications
would also be manifold (Sen, 1999).
Autonomy of Diverse Cultural Forms
In this study, we assess the relative autonomy of behaviors that
were selected to represent a wide array of cultural forms, as
outlined within dimensional theories of cultural differences. Spe-
cifically, we argue that our internalization view of autonomy can
be similarly understood in diverse cultural settings and that any
type of cultural practice can be described as more or less autono-
mously enacted. Further, we test SDT’s assumption that when
people experience more autonomy with respect to their behavior,
whatever it might entail, they also exhibit greater well-being.
Accordingly, we test the idea that cultural practices, including
those characterized as collectivistic and vertical in nature, can be
more or less internalized by cultural members and that the less
internalized (i.e., the less autonomous) they are, the more negative
the well-being outcomes are.
In identifying cultural practices, we draw on work by Triandis
(1997) and Triandis and Gelfand (1998), who conceptualized
four different types of cultural behaviors and norms, built
around two dimensions. Their horizontal/vertical dimension
refers to practices and norms supporting equality or inter-
changeability among people versus hierarchical or subordinate
social relations. The dimension of individualism/collectivism
refers to the relative priority given to the individual’s goals and
99
DIFFERENTIATING AUTONOMY AND INDIVIDUALISM
preferences versus the priority placed on the needs, norms, and
goals of one’s group or collective. Crossing these two dimen-
sions yields four cultural orientations. Horizontal collectivism
is depicted as the tendency to see oneself as similar to others
and to emphasize common goals, interdependence, and socia-
bility. Horizontal individualism is the tendency to want to be
unique and distinct from groups and to see individuals as having
equality in worth, dignity, and rights. Vertical collectivism
involves an emphasis on the loyalty to one’s in-group and
adherence to hierarchical relations within one’s group. Vertical
individualism involves wanting to become distinguished and
acquire status, especially through direct competition with oth-
ers, and it embraces self-assertion to achieve one’s personal
aims.
In the current research we examine samples from four diverse
cultures, selected for the fact that they vary from each other in their
relative emphasis on vertical versus horizontal and individualistic
versus collectivistic practices. First, we examine perceptions of the
practices of others by asking participants to report on the fre-
quency and importance to people of their own culture of specific
behaviors and attitudes that appear in measures of cultural orien-
tations based on work by Triandis and colleagues (Singelis, Tri-
andis, Bhawuk, & Gelfand, 1995; Triandis, 1995; Triandis &
Gelfand, 1998). We did this for two reasons. First, remarkably few
cross-cultural studies have actually assessed how their participants
perceive their ambient cultural contexts. Instead, researchers often
simply assume differing cultural orientations on the basis of a
priori categorizations or rely on means derived from the self-
reports of the participants’own orientations. Thus, we expect that
our method will validate, in a unique and important way, the types
of cultural variations hypothesized by Triandis (1997), Hofstede
(1991), and others. Second, because we are examining the degree
to which our participants have internalized specific cultural prac-
tices, providing this description of cultural backdrops will help
verify the appropriateness of our measures. Although our interests
are mainly descriptive, on the basis of the existing literatures we
expect to find that (a) U.S. students will see other Americans as
relatively high in individualism and low in vertical collectivism,
(b) Koreans will perceive other Koreans as relatively high in both
horizontal and vertical collectivism, and (c) both Russia and Tur-
key will emerge as somewhat mixed model cultures relative to
Korea and the United States.
Moving to our primary focus, we assess individuals’relative
internalization of practices associated with each of these orien-
tations by asking participants to rate reasons for why they
would engage any of the specified practices. These reasons
were based on the SDT model of internalization (Ryan &
Connell, 1989). It was our contention that, despite the fact that
persons in each culture would engage in different practices and
describe ambient cultural norms differently, for both genders in
all four samples and for all practices, greater internalization and
the relative autonomy associated with it conduce toward well-
being. We also test the hypothesis that, regardless of cultural
differences in specific normative practices, cultural member-
ship per se does not moderate the influence of relative auton-
omy on well-being. This is a critical claim, as it suggests that
the influence of autonomy on well-being is not restricted to the
individualistic nations, as some have argued.
Vertical Cultural Practices: Are All Cultural Forms
Equally Assimilable?
Internalization concerns people’s assimilation of cultural prac-
tices, and SDT holds that the more one can assimilate and integrate
ambient cultural practices, the greater one’s well-being is. How-
ever, a further question arises; namely, are some cultural practices
or orientations more easily internalized and integrated than others?
On the basis of SDT, we speculate that there are differences in the
extent to which people readily assimilate different cultural forms,
as a function of how those specific cultural orientations and
practices meet or do not meet basic psychological needs. Specif-
ically, we believe that both collectivism and individualism have
components and aspects that allow people to meaningfully accept,
endorse, and value them in integrated ways. Thus, we do not see
one as more readily fitting with human nature. The only exception
is that some researchers have speculated that during the era of
evolutionary adaptation, when the species’s basic psychological
attributes were established, the dominant social form was collec-
tivistic, and the basic tendency toward relatedness, empathy, and
care from and for others might potentiate some ease of internal-
izing and assimilating collectivistic beliefs (Martin, 1999). How-
ever, the agentic nature of individualism also has some evolution-
ary grounding (Slavin & Kreigman, 1992), which leads us to be
uncertain as to whether these practices might differ in relative
autonomy, all things considered.
However, when considering horizontal versus vertical dimen-
sions, we see more reason to hypothesize differences in the degree
to which each can, on average, be more fully internalized. Specif-
ically, we see the very nature of vertical social arrangements as
more inherently conflictual vis-a`-vis SDT’s postulated basic needs
for autonomy and relatedness. Vertical societies frequently require
individuals to forgo autonomy and to subordinate themselves to
heteronomous influences. In addition, vertical societies place
boundaries around those with whom intimacy and connectedness
can be established. As no study to date has examined differences
in the relative internalization of different cultural orientations, this
is an initial test of this hypothesis. However, this hypothesis is
consistent with results obtained in a recent study (Sheldon, Ryan,
Chirkov, Kim, & Elliot, 2002) of Korean, Russian, and U.S.
students. In that study, it was found that, to the degree that people
espoused more vertical versus horizontal values, their well-being
was poorer. Thus, we predict that vertical practices will, on aver-
age, be more poorly internalized or assimilated than will cultural
practices characterized as horizontal. We test this provocative
hypothesis by examining whether internalization is lower for ver-
tical than for horizontal practices across all samples.
Method
Participants
Participants were 559 students drawn from four nations: 195 from a
northeastern U.S. university, 159 from two universities in north central
Russia, 94 from a university in southwest Turkey, and 111 from a South
Korean university. All universities were located in urban areas and enrolled
economically diverse students. Eligible participants were born in and
native speakers of the country being studied. Participants volunteered for
the study, receiving course credit or a small monetary compensation.
100 CHIRKOV, RYAN, KIM, AND KAPLAN
Demographic Variables
Self-reported age, marital status, family income (adjusted to national
levels of wealth), parents’education, and place of birth appear in Table 1.
Of note are the relatively lower socioeconomic status indicators (father’s
education, family income) in the Turkish sample.
Procedure
Surveys were administered in small groups in a standardized format. The
study was explained as a survey of everyday behaviors, values, and life
attitudes. After completing the survey, participants were fully debriefed as
to purpose of the study.
Measure Translations
In every case, translations of instruments that appeared originally in
English were accomplished by persons highly fluent in both English and
the language in question. Russian surveys were translated from English to
Russian by a Russian psychologist who is fluent in English, and back
translations were done by an American psychologist fluent in Russian.
Korean surveys were translated from English to Korean by a translator
fluent in Korean and English and back translated by a psychologist with
English and Korean expertise. Finally, the Turkish survey was translated
by a native Turkish scholar fluent in both languages and back translated by
a scholar trained in both languages.
Cultural Orientations and Behavior Measures
The survey focused on four sets of cultural practices, beliefs, or feelings
representing horizontal collectivism, horizontal individualism, vertical col-
lectivism, and vertical individualism. We created the descriptions of these
practices by modifying six items for each of the four constructs, largely
drawn from existing and widely used scales (Singelis et al., 1995; Triandis,
1995; Triandis & Gelfand, 1998). We modified the original items and
added other items to reformulate them in terms of actions, behaviors, or
practices that people could rate for personal motivation and for the fre-
quency and importance of their enactment within the participants’culture
(items appear in the Appendix). The four sets of six practices were
presented to participants twice. In the first presentation, participants were
asked to rate the motivation they would have for engaging in the target
practice, and their likelihood of performing it, using the internalization
measure described below. At the second presentation, items were rated for
Table 1
Demographic Characteristics of Four Samples
Demographic United States Russia Korea Turkey
Age
M19.6 20.7 21.7 20.2
Range 18–44 18–25 18–27 18–37
Demographic
United States Russia Korea Turkey
Freq. % Freq. % Freq. % Freq. %
Gender
Women 143 72.8 117 73.6 30 27.0 40 42.6
Men 52 26.7 42 26.4 79 71.2 54 57.4
Marital status
Single 193 99.0 137 86.2 105 94.6 88 93.5
Married 2 1.0 20 12.6 6 5.4 2 2.2
Divorced 0 0.0 2 1.3 0 0.0 2 2.0
Family income
Low–low 19 9.7 9 5.7 4 3.6 44 48.4
Low 59 30.3 36 22.6 25 22.5 32 35.2
Middle 55 28.2 63 39.6 31 27.9 12 13.2
High 52 26.7 28 17.6 31 27.9 1 1.1
High–high 10 5.1 23 14.5 20 18.0 2 2.2
Father’s education
Some high school 2 1.0 8 5.0 11 9.9 61 68.5
High school 29 14.9 17 10.7 29 26.1 11 12.4
Some college 23 11.8 65 40.9 3 2.7 4 4.5
College graduate 47 24.1 67 42.1 51 45.9 9 10.1
Beyond college 96 48.2 1 0.6 17 15.3 4 4.5
Mother’s education
Some high school 6 3.1 3 1.9 16 14.4 72 80.9
High school 31 15.9 14 8.8 49 44.1 12 13.5
Some college 35 17.9 68 42.8 4 3.6 0 0.0
College graduate 62 31.8 72 45.8 39 35.1 4 4.5
Beyond college 61 31.8 0 0.0 3 2.7 1 1.1
Place of birth
Urban 69 35.4 59 37.1 84 75.7 39 43.3
Suburban 119 61.0 89 56.0 20 18.0 20 22.2
Rural 7 3.6 11 6.9 7 6.3 31 34.4
Note. n ⫽159 for Russia, 111 for South Korea, 94 for Turkey, and 195 for the United States. nvalues may
differ slightly on specific variables because of missing or nonapplicable data. Freq. ⫽frequency.
101
DIFFERENTIATING AUTONOMY AND INDIVIDUALISM
the extent to which others in the participants’culture engage in each
practice, as described below.
Internalization (or relative autonomy) was assessed with the Self-
Regulatory Questionnaire of Cultural Practices, which was based on earlier
work by Ryan and Connell (1989), Vallerand (1997), Sheldon and Houser-
Marko (2001), and others. For each practice, belief, or feeling, the question
“Why do you or would you do [feel, believe] this?”was asked. Four
possible reasons reflecting the different types of internalization proposed
by SDT were provided, and participants rated each reason in terms of the
degree to which it applied for them, using a 5-point scale from not at all
because of this reason (1) to completely because of this reason (5).
Specifically, each practice was rated with the following definitions in
mind:
External Regulation: Because of external pressures (to get rewards or
avoid punishments). I would engage in this behavior because someone
insists on my doing this, or I expect to get some kind of reward, or
avoid some punishment for behaving this way. Introjected Regula-
tion: To get approval or avoid guilt. I would engage in this behavior
because people around me would approve of me for doing so, or
because I think I should do it. If I didn’t do this I might feel guilty,
ashamed, or anxious. Identified Regulation: Because it is important. I
would engage in this behavior because I personally believe that it is
important and worthwhile to behave this way. Integrated Regulation:
Because I have thoughtfully considered and fully chosen this. I have
thought about this behavior and fully considered alternatives. It makes
good sense to me to act this way. I feel free in choosing and doing it,
and feel responsible for the outcomes.
Alpha coefficients for these subscales are presented in Table 2.
We assessed perceived cultural practices by asking participants two
questions concerning each target behavior, belief, or feeling: “What do
most Americans [Koreans, Russians, Turks] think about this behavior?”
rated on a 5-point scale from not at all important (1) to very important (5),
and “How frequently, in your opinion, do most Americans [Koreans,
Russians, Turks] do this?”rated on a 5-point scale from very rarely (1) to
very frequently (5). Alpha coefficients are presented in Table 2. Only 1 of
these 16 coefficients, namely Koreans’ratings of others’horizontal indi-
vidualism, showed weak reliability, suggesting the general coherence of
these items in accord with the Triandis-based dimensional approach.
Psychological well-being was assessed using indicators that (a) reflect
both hedonic (happiness) and eudaimonic (self-fulfillment) aspects of
well-being (Ryan & Deci, 2001), (b) have been used in previous cross-
cultural research, and (c) have shown cross-cultural comparability in U.S.–
Russian and U.S.–Korean comparisons (e.g., Ryan et al., 1999; Kim et al.,
2002). Included were (a) the Satisfaction With Life Scale (Diener, Em-
mons, Larsen, & Griffin, 1985), a 5-item indicator of subjective well-
being; (b) the Short Index of Self-Actualization (Jones & Crandal, 1986),
a 15-item measure of growth and self-realization; (c) the 10-item Self-
Esteem Scale (Rosenberg, 1965), which assesses global self-worth; and
(d) 6 items from the Center for Epidemiological Studies–Depression In-
ventory (Radloff, 1977), which assesses depressive symptoms. These in-
dices are statistically evaluated for their cross-cultural comparability
below.
General Analytic Procedures
Establishing the comparability of constructs when examining between-
groups differences is a critical problem in cross-cultural research (Cheung
& Rensvold, 2000; Little, Lindenberger, & Nesselroade, 1999). To ensure
that the constructs we examine are comparable across samples, we used
means and covariance structure (MACS) analyses (Little, 1997, 2000).
MACS analyses are an extension of conventional structural equation mod-
eling techniques. This method addresses the issue of measurement equiv-
alence and construct comparability by testing the strong factorial invari-
ance of measurement models across samples by placing equality
constraints on both intercepts and factor loadings (but not on the unique
parameters and correlations between constructs). In practical terms, this
analysis was executed by a set of three nested models with different
equality constraints. The goodness-of-fit index (GFI), the root-mean-
square error of approximation (RMSEA), the incremental fit index (IFI),
and the comparative fit index (CFI) were used to assess the model fit. For
the GFI, IFI, and CFI, values of about .90 or higher are generally consid-
ered acceptable, and for the invariance test, we used a difference-in-fit
criterion of less than .05 (Little, 1997). For RMSEA, we used the conven-
tional decision rule: RMSEA ⬍.05 represents a small error of approxi-
mation and a very good fit of the model, .10 ⬎RMSEA ⬎.05 suggests a
reasonable error of approximation, and RMSEA ⬎.10 indicates poor fit.
Because of its high sensitivity to trivial discrepancies between covariance
matrices, we did not use the likelihood ratio chi-square statistic in decision
making about model acceptability.
Results
In this section, we first present the results of construct compa-
rability testing. Because of the relatively small sample sizes within
each country, we assess the construct comparability for predictor
and criterion variables separately. Where appropriate on the basis
of these analyses, we compare construct means to address hypoth-
eses concerning patterns of perceived cultural practices and dif-
ferential internalization of these cultural dimensions. Then, using
multiple regression, we test the relations between well-being and
internalization as well the effects of country, gender, and their
interactions.
Construct Comparison of Internalization and Perceived
Cultural Practice Variables
The perceived cultural practices variable consisted of four latent
constructs concerning the perceived normativeness of horizontal
Table 2
Internal Reliability Coefficients (Alphas) of the Internalization
and Perceived Cultural Practice Ratings for Four Cultural
Orientations
Korea Russia Turkey United
States
HVHVHVHV
External regulation
I .77 .85 .77 .77 .85 .86 .82 .85
C .84 .86 .76 .82 .81 .85 .78 .86
Introjected regulation
I .74 .85 .81 .78 .79 .84 .83 .84
C .78 .85 .75 .81 .81 .81 .76 .86
Identified regulation
I .67 .75 .72 .76 .78 .76 .69 .74
C .74 .62 .61 .70 .80 .67 .70 .70
Integrated regulation
I .70 .74 .80 .79 .81 .80 .86 .83
C .67 .73 .82 .82 .82 .78 .78 .82
Perceived cultural
practices
I .50 .74 .76 .74 .74 .77 .77 .81
C .74 .80 .75 .74 .88 .84 .75 .77
Note. H⫽horizontal; V ⫽vertical; I ⫽individualistic; C ⫽collectivistic.
102 CHIRKOV, RYAN, KIM, AND KAPLAN
collectivism, horizontal individualism, vertical collectivism, and
vertical individualism in each country. Each construct was repre-
sented by three observed indicators, and each indicator was made
up of two items each tapping both frequency and importance
aspects of perceived cultural practices. In initial runs of MACS
analyses, Turkish data on the perceived cultural practice variables
appeared to be noncomparable with the remaining three samples.
Accordingly, we do not perform latent construct or simple mean
comparisons on this variable for the Turkish sample, although we
report raw means for descriptive purposes. However, we directly
examined the construct comparability of perceived cultural prac-
tices across the other three samples. Factorial invariance of the
measurement model (with the factor loadings set to be equal across
samples and with the covariances between latent constructs and
observed indicators’error variances freed across samples) for
these three samples had an acceptable fit (RMSEA ⫽.06, CFI ⫽
.93, IFI ⫽.93). When intercepts for observed variables were set
equal across samples to establish strong factorial invariance, the fit
of the model became marginal (RMSEA ⫽.07, 90% confidence
interval [CI] ⫽.06–.09; CFI ⫽.89, IFI ⫽.89). We decided to
accept this strong factorial invariance of the perceived cultural
practices measures in Korea, Russia, and the United States because
the RMSEA of the model for these samples was acceptable, CFI
and IFI were very close to the required .90, and the difference-in-
fit criteria between factorial and strong factorial invariance models
for these two indices were smaller than .05 (Little, 1997). The
comparability of these measures allowed us to compare latent
construct means (Jo¨reskog & So¨rbom, 1993; Little, 1997) and test
hypotheses about differences in perceived cultural contexts.
When the four latent constructs means for the U.S. sample were
assigned to zero, the means for Russians and Koreans could be
described as follows (see Table 3): Russian participants saw other
Russians as higher on vertical collectivism and lower on vertical
individualism than U.S. students saw other Americans. Korean
students saw other Koreans as more horizontally and vertically
collectivistic and as less horizontally and vertically individualistic
than U.S. students saw their fellow Americans.
Latent means comparisons within MACS analyses necessitate
that one country be assigned as a reference group, which in this
case was the United States. To provide a more descriptive com-
parison of perceived cultural practices in the three comparable
countries, we also examined differences in raw scores by combin-
ing the three samples and conducting one-way analyses of variance
(ANOVAs). These analyses (see Table 3) revealed that Koreans
saw their culture as more horizontally and vertically collectivistic
than either U.S. or Russian students saw their own culture. In
contrast, U.S. participants saw their culture as characterized by
greater horizontal and vertical individualism than Koreans saw
their own culture and as involving greater vertical individualism
than their Russian counterparts experienced. Russian students per-
ceived the lowest levels of vertical individualism among their
populace, and they fell between the United States and Korea in
ratings of vertical collectivism. Korean ratings were lower on
horizontal individualism in comparison with both Americans and
Russians. Put differently, Koreans perceived their own culture as
relatively collectivistic, Americans viewed theirs as relatively in-
dividualistic, and Russians emerged as somewhat of a mixed
model.
Only a few gender differences in perceived cultural practices
were found. Specifically, U.S. women reported more horizontal,
t(193) ⫽2.57, p⬍.01, and vertical, t(193) ⫽2.17, p⬍.05,
individualism among Americans than did their male counterparts.
Russian women perceived more vertical collectivism in their coun-
try than did Russian men, t(157) ⫽2.47, p⬍.05. Finally, Korean
women saw more horizontal collectivism in Korea than did Korean
men, t(107) ⫽3.05, p⬍.01. Family income and parental educa-
tion were generally unrelated to perceived cultural practice vari-
ables. However, one correlation did emerge, indicating that U.S.
students whose mothers were more educated perceived their fellow
Americans as less horizontally collectivistic (r⫽⫺.15, p⬍.05).
Relative Autonomy of Cultural Practices
We calculated an index of the internalization, or relative auton-
omy, of cultural practices for each item using the following for-
mula based on Ryan and Connell’s (1989) formulations: (⫺2)*ex-
ternal regulation ⫹(⫺1)*introjection ⫹(1)*identification ⫹
(2)*integration. The larger the index is, the greater is the relative
autonomy of the corresponding practice. We created three ob-
served indicators for each set of cultural orientations by summing
these indices for every two items. It is notable that the relative
autonomy index showed strong factorial invariance and was com-
parable across the four samples (RMSEA ⫽.09, 90% CI ⫽
Table 3
Latent and Raw Means for the Perceived Cultural Practices in Korea, Russia, Turkey, and the
United States
Country
Horizontal
collectivism Horizontal
individualism Vertical
collectivism Vertical
individualism
Latent Raw Latent Raw Latent Raw Latent Raw
Korea 0.42** 3.67
a
⫺0.71** 3.08
b
0.75** 3.76
a
⫺0.22** 3.47
b
Russia 0.13 3.52
b
0.02 3.57
a
0.32** 3.43
b
⫺0.59** 3.26
c
Turkey 3.70 3.53 3.60 3.41
United States 0.00 3.57
b
0.00 3.57
a
0.00 3.11
c
0.00 3.64
a
Note. Latent means are relative to the United States, which is set at zero. The Turkish sample is not
comparable. Different subscripts denote significant differences (p⬍.05) on raw means. The Turkish sample is
not compared. Significance values indicate difference from the United States.
** p⬍.01.
103
DIFFERENTIATING AUTONOMY AND INDIVIDUALISM
.08–.10; CFI ⫽.90, IFI ⫽.90), allowing us to compare latent
means.
As hypothesized, horizontal practices were internalized to a
greater degree than were vertical practices across all groups. The
overall mean across the four samples for horizontal practices (both
collectivistic and individualistic) was 4.68, compared with 1.60 for
vertical practices, t(557) ⫽27.20, p⬍.0001, suggesting a robust
difference. Although not hypothesized, results also suggest that
individualistic practices were internalized more than were collec-
tivistic ones within both horizontal and vertical dimensions: hor-
izontal individualism, M⫽5.08; horizontal collectivism, M⫽
4.45, t(557) ⫽6.94, p⬍.0001; vertical individualism, M⫽2.01;
vertical collectivism, M⫽1.19, t(557) ⫽5.88, p⬍.001.
Table 4 presents both the latent and the raw means for each
sample’s internalization of each cultural dimension. Because latent
means involve relative comparisons, we used U.S. data as the zero
point. Table 4 also presents the raw means, with subscripts indi-
cating country by country differences obtained using one-way
ANOVA with the Tukey test of significance (.05). It is surprising
that the U.S. students generally showed low levels of internaliza-
tion for most of these cultural practices, which suggests that they
would experience less autonomy when engaged in the target prac-
tices. Internalization for vertical practices was highest in Turkey
and Russia, followed by Korea, and was lowest in the United
States. Internalization of horizontal collectivism was highest for
the Turkish sample, next highest in Korea, and lowest in Russia
and the United States. Between-samples differences were small for
horizontal individualism, although Koreans differed from U.S. and
Russian participants.
There were no gender differences in the internalization of hor-
izontal practices, but several emerged for the internalization of
vertical practices. U.S. women internalized both vertical collectiv-
ism, t(193) ⫽⫺3.31, p⬍.001, and vertical individualism,
t(193) ⫽⫺2.65, p⬍.01, less than U.S. men did. The same pattern
appeared for Russian women with regard to vertical individualism,
t(157) ⫽⫺2.50, p⬍.05, and was marginal for Turkish women
with regard to vertical collectivism, t(92) ⫽⫺1.84, p⬍.07. That
is, in three of four samples, results revealed a greater tendency
among men to internalize vertical structures.
Significant correlations emerged between mothers’education
and internalization of vertical collectivism in the United States
(r⫽⫺.15, p⬍. 05); between fathers’education and internaliza-
tion of horizontal individualism (r⫽.19, p⬍.05), horizontal
collectivism (r⫽.15, p⬍.05), and vertical individualism (r⫽
.16, p⬍.05) in the Russian sample; and between family income
and internalization of vertical individualism (r⫽.23, p⬍.05)
among Koreans.
Construct Comparison of the Psychological Well-Being
Indicators
To examine the cross-cultural comparability of well-being vari-
ables, we drew three observed indicators each from the depression
and self-actualization variables and two indicators each from the
self-esteem and life satisfaction variables. The factorial invariance
fit for these measurement models across the four countries was
acceptable (RMSEA ⫽.06, CFI ⫽.96, IFI ⫽.96). However, the
model based on the strong factorial invariance fell just below the
optimal levels (RMSEA ⫽.11, 90% CI ⫽.10–.01; CFI ⫽.89,
IFI ⫽.89). We decided to treat these constructs as comparable for
the following reasons: (a) This measurement model yielded rela-
tively high factorial invariance (Ghorpade, Hattrup, & Lockritz,
1999), and (b) prior research using MACS in which these scales
were used revealed stable comparability across three of these four
cultures (e.g., Chirkov & Ryan, 2001; Kim et al., 2002; Ryan et al.,
1999). Table 5 presents latent and raw means for the well-being
composite and between-countries comparisons.
Analysis Relating Relative Autonomy of Cultural
Practices to Well-Being
We performed multiple regressions using a composite well-
being index (the sum of the standardized scores of the well-being
scales, with depression reversed) as the dependent variable and the
four internalization variables (centered), country codes, and inter-
actions as independent variables. The purpose of the codes was to
capture variance due to country membership, both as a main effect
and to examine for Country ⫻Relative Autonomy interactions.
Contrast 1 compared U.S. with Russian, Korean, and Turkish
participants taken together; Contrast 2 compared Russians with
Koreans and Turks; and Contrast 3 evaluated Koreans in relation
to Turks. Table 6 displays these regressions, and Table 7 presents
the 16 betas and their significance levels, representing the within-
Table 4
Latent and Raw Means for the Internalization of Four Cultural Practices in Korea, Russia,
Turkey, and the United States
Country
Horizontal
collectivism Horizontal
individualism Vertical
collectivism Vertical
individualism
Latent Raw Latent Raw Latent Raw Latent Raw
Korea 0.84** 4.47
b
0.82** 5.48
a
1.52** 1.17
b
1.07** 1.78
c
Russia 0.50 4.13
b
0.54 5.18
a
2.93** 2.87
a
2.24** 2.80
b
Turkey 1.95** 5.44
a
0.53 5.14
a
2.84** 2.30
a
3.32** 3.81
a
United States 0.00 3.65
b
0.00 4.62
a
0.00 ⫺0.71
c
0.00 0.69
d
Note. Latent means are relative to the United States, which is set at zero. Different subscripts denote significant
differences (p⬍.05) on raw means. Significance values indicate difference from the United States.
** p⬍.01.
104 CHIRKOV, RYAN, KIM, AND KAPLAN
country relations between the well-being composite and relative
autonomy for each type of cultural practice.
Internalization of horizontal individualism together with country
explained 20.2% of well-being variance. Rfor the regression was
significantly different from zero, F(7, 547) ⫽19.84, p⬍.001. The
standardized beta coefficient for internalization of horizontal indi-
vidualism was .24, F⫽27.20, p⬍.01; for Contrast 1, it was .37,
F⫽67.59, p⬍.01; for Contrast 2, it was .26, F⫽28.66, p⬍.01;
and for Contrast 3, it was not significant. As predicted, no Coun-
try ⫻Internalization interactions reached significance.
Internalization of horizontal collectivism together with country
variables explained 19.0% of well-being variance. R for the re-
gression was significantly different from zero, F(7, 547) ⫽18.55,
p⬍.001. The standardized beta coefficient for internalization of
horizontal collectivism was .24, F⫽22.58, p⬍.01; for Con-
trast 1, it was .40, F⫽71.90, p⬍.01; for Contrast 2, it was .30,
F⫽34.36, p⬍.01; and for Contrast 3, it was not significant.
Again, none of the Contrast ⫻Horizontal Collectivism Internal-
ization interactions were significant.
Internalization of vertical individualism together with country
variables explained 20.3% of well-being variance. R for the re-
gression was significantly different from zero, F(7, 547) ⫽19.84,
p⬍.001. The standardized beta coefficient for internalization of
vertical individualism was .27, F⫽28.55, p⬍.01; for Contrast 1,
it was .44, F⫽82.50, p⬍.01; for Contrast 2, it was .30,
F⫽33.10, p⬍.01; and for Contrast 3, it was not significant. None
of the Contrast ⫻Vertical Individualism Internalization interac-
tions were significant, again suggesting no moderation of the
autonomy–well-being relations by country.
Internalization of vertical collectivism together with country
variables explained 20.2% of well-being variance. R for the re-
gression was significantly different from zero, F(7, 547) ⫽19.82,
p⬍.001. The standardized beta coefficient for internalization of
vertical collectivism was .27, F⫽28.60, p⬍.001; for Contrast 1,
it was .44, F⫽82.50, p⬍.001; for Contrast 2, it was .30,
F⫽33.10, p⬍.001; and for Contrast 3, it was not significant.
None of the Contrast ⫻Vertical Collectivism Internalization in-
teractions reached significance.
To ensure that participants’own orientations toward individu-
alism or collectivism did not moderate the relationship between
autonomy and well-being, we accomplished a further regression
analysis. In the first step, we entered the individual’s overall level
of internalization, his or her likelihood of performing individual-
istic practices, and his or her likelihood of engaging in collectiv-
istic practices. In the second step we examined all two-way inter-
actions, and in the third step we examined the potential three-way
interaction. In this model, only the main effects of internalization
(

⫽.17, p⬍.01) and of the likelihood of performing collectiv-
istic behaviors (

⫽.09, p⬍.05) were associated with well-being,
and no interactions were significant. The absence of these potential
interactions thus strengthens our argument concerning the import
of relative autonomy for well-being across cultural dimensions.
Finally, to examine the relations between relative autonomy,
gender, and their interactions, we performed four additional mul-
tiple regressions. As in previous analyses, main effects for the
internalization of all four cultural practices were significant. Main
effects for gender also emerged, revealing higher well-being for
women (p⬍.05). However, no interactions between gender and
internalization for any of the cultural practice variables were
significant.
Discussion
The thrust of this study was to examine the functional signifi-
cance of internalization or relative autonomy for well-being across
diverse cultures. We have argued that the concept of autonomy has
too often been theoretically confounded with those of individual-
ism and independence, whereas, on the basis of distinctions made
within SDT (Deci & Ryan, 1985; Ryan & Deci, 2000), we suggest
that any type of cultural practice can be engaged in more or less
autonomously, whether it be collectivistic, individualistic, vertical,
or horizontal in nature, with implications for well-being.
To demonstrate the importance of this differentiated view, we
have assessed the relative autonomy of various practices repre-
senting different patterns of cultural behavior and the association
of that relative autonomy to well-being. Our main hypotheses were
the following: First, we expected participants to rate their ambient
cultures differently, in ways that fit with Triandis’s (1995) and
others’models of cultural variations along collectivistic, individ-
ualistic, horizontal, and vertical dimensions. Second, we expected
that the experience of autonomy, as operationalized using SDT’s
continuum of internalization, would be positively related to well-
being and that the relation would not be moderated by cultural
membership. Third, we expected that horizontal practices would
be internalized to a higher degree than vertical ones across sam-
ples. In general, we found support for all these hypotheses.
Table 5
Latent and Raw Construct Means for the Psychological Well-Being Indicators in Korea, Russia,
Turkey, and the United States
Country
Self-actualization Self-esteem Life satisfaction Depression
Latent Raw Latent Raw Latent Raw Latent Raw
Korea ⫺0.46** 3.05
d
⫺0.46** 3.50
c
⫺0.26** 2.90
c
0.84** 2.56
b
Russia ⫺0.18** 3.41
b
0.11 4.10
a
⫺0.20* 2.97
b
0.68** 2.50
c
Turkey ⫺0.26** 3.27
c
⫺0.35** 3.68
b
⫺0.57** 2.53
d
1.15** 2.94
a
United States 0.00 3.53
a
0.00 3.96
a
0.00 3.60
a
0.00 2.29
c
Note. Latent means are relative to the United States, which is set at zero. Different subscripts denote significant
differences (p⬍.05) on raw means. Significance values indicate difference from the United States.
*p⬍.05. ** p⬍.01.
105
DIFFERENTIATING AUTONOMY AND INDIVIDUALISM
A unique feature of this study was that rather than relying on a
priori cultural classifications, we measured cultural contexts
through the perceptions of our participants. Using this method, we
found support for the cultural distinctions forwarded by Triandis
(1995), Hofstede (1991), and others. However, having assessed the
ambient cultural orientations, we also saw that participants varied
considerably, both between- and within-country, in the degree to
which they had internalized these ambient orientations. This sug-
gests that one cannot presume that a person truly endorses cultural
practices or values just because he or she is surrounded by them or
because he or she resides in a given country. Indeed, persons in all
cultures may at times enact some normative practices, not because
they value or authentically endorse them but because of external
regulations or introjected pressures (Inghilleri, 1999).
Moreover, we found that whatever cultural practices one is
considering, there appears to be a positive relation between more
internalized or autonomous regulation of those practices and well-
being, as measured through both hedonic (happiness) and eudai-
monic (self-fulfillment) indicators (Ryan & Deci, 2001). Specifi-
cally, we found that whether one’s behavior and attitudes are
individualistic, collectivistic, horizontal, or vertical in nature, more
autonomous enactment is associated with greater well-being.
These findings support SDT’s position regarding basic psycholog-
ical needs and, more specifically, the controversial idea that au-
tonomy is a basic human concern. Although some have argued that
Table 6
Regression Analysis of Well-Being Composite Onto Internalization of Four Cultural Practices Orientations, Contrast Codes for Country, and Their Interactions
Horizontal individualism Horizontal collectivism Vertical individualism Vertical collectivism
Variable BSE

Variable BSE

Variable BSE

Variable BSE

IHI 0.25 0.05 .24** IHC 0.24 0.05 .24** IVI 0.24 0.05 .27** IVC 0.25 0.04 .29**
Contrast 1 1.78 0.22 .37** Contrast 1 1.92 0.23 .40** Contrast 1 2.14 0.24 .44** Contrast 1 2.09 0.24 .43**
Contrast 2 1.31 0.24 .26** Contrast 2 1.50 0.26 .30** Contrast 2 1.51 0.26 .30** Contrast 2 1.27 0.26 .25**
Contrast 3 0.09 0.40 .01 Contrast 3 0.43 0.41 .06 Contrast 3 0.69 0.42 .09 Contrast 3 0.47 0.40 .06
IHI ⫻
Contrast 1 ⫺0.03 0.07 ⫺.02 IHC ⫻
Contrast 1 ⫺0.04 0.07 ⫺.03 IVI ⫻
Contrast 1 ⫺0.03 0.07 ⫺.02 IVC ⫻
Contrast 1 ⫺0.11 0.06 ⫺.08
IHI ⫻
Contrast 2 ⫺0.12 0.07 ⫺.07 IHC ⫻
Contrast 2 ⫺0.10 0.08 ⫺.06 IVI ⫻
Contrast 2 ⫺0.10 0.07 ⫺.06 IVC ⫻
Contrast 2 ⫺0.09 0.07 ⫺.07
IHI ⫻
Contrast 3 0.01 0.14 .00 IHC ⫻
Contrast 3 ⫺0.08 0.13 ⫺.03 IVI ⫻
Contrast 3 ⫺0.06 0.11 ⫺.03 IVC ⫻
Contrast 3 ⫺0.13 0.11 ⫺.06
Note. R
2
⫽.20, .19, .20, .20, respectively (N⫽547, p⬍.01). IHI ⫽internalization of horizontal individualism; IHC ⫽internalization of horizontal collectivism; IVI ⫽internalization of vertical
individualism; IVC ⫽internalization of vertical collectivism.
** p⬍.01.
Table 7
Within-Sample Regression Analysis of Well-Being Onto
Internalization of Cultural Practices
Variable BSE

Korea
IHI 0.37 0.12 .28**
IHC 0.26 0.10 .23**
IVI 0.28 0.09 .28**
IVC 0.24 0.09 .25**
Russia
IHI 0.16 0.07 .17**
IHC 0.17 0.07 .18**
IVI 0.17 0.07 .18**
IVC 0.20 0.06 .24**
Turkey
IHI 0.32 0.09 .37**
IHC 0.30 0.09 .34**
IVI 0.30 0.09 .38**
IVC 0.33 0.07 .42**
United States
IHI 0.24 0.08 .22**
IHC 0.22 0.08 .19**
IVI 0.23 0.08 .21**
IVC 0.15 0.07 .15*
Note. IHI ⫽internalization of horizontal individualism; IHC ⫽internal-
ization of horizontal collectivism; IVI ⫽internalization of vertical indi-
vidualism; IVC ⫽internalization of vertical collectivism.
*p⬍.05. ** p⬍.01.
106 CHIRKOV, RYAN, KIM, AND KAPLAN
autonomy is functionally significant only within a few Western
nations (e.g., Oishi, 2000), results from this study suggest other-
wise. They also support the viability of our distinction between
autonomy and individualism.
One way to reconcile these findings with the observations of
cultural relativists is to first recognize the specific definition of
autonomy within SDT as volition, or the inner endorsement of
one’s actions and lifestyle. A person who has fully assimilated or
integrated ambient cultural values is, therefore, highly autonomous
from this perspective. However, when autonomy is defined as
independence or separateness, it is probably not a universal
need—in fact, within SDT, independence is not conceptualized as
a need at all. On the contrary, the theory suggests that indepen-
dence is not a very common, nor typically a particularly healthy,
human state (Ryan & Lynch, 1989). Instead, according to SDT,
humans have a basic need to be connected with others, and they
thrive best in contexts of relatedness and mutuality (Deci & Ryan,
2000).
There are other ways to consider why autonomous functioning
is not incompatible with collectivism or other cultural forms that
emphasize interdependence and relatedness. Because autonomy
concerns volition, persons who are strongly connected with others
often function with those others’interests in mind. Put differently,
if others are integrated within oneself (e.g., Aron & Aron, 1997),
doing for or conforming with those others could be fully volitional.
Parents who love their children often and quite autonomously put
their offspring’s interests ahead of their own (Ryan, 1993). Simi-
larly, those who identify with a group or collective may adopt
values or behaviors that lend priority to that group, and, in doing
so, they can be acting autonomously. Yet individuals in both
Eastern and Western nations also at times experience coercion and
alienation, which underscores the basic utility of the human ca-
pacity to distinguish autonomous from heteronomous functioning.
In short, postulating autonomy as a basic need and sentiment
evident in all humans (and in some other species as well; see Deci
& Ryan, 1985, 2000) in no way contradicts findings that distin-
guish cultures along individualistic versus collectivistic lines. It
does suggest, however, that such distinctions may require more
specific and exacting characterizations of groups and cultures (see
also Kagitcibasi, 1996; Kegan, 1994). Further, our results attest to
considerable variance in individuals’internalization of culturally
predominant practices, underscoring that differences in the relative
autonomy of cultural practices exist not only between cultures but
also within them.
We also hypothesized and found support for the proposition that
vertical orientations and practices may be more difficult to inter-
nalize than horizontal ones, a result that was particularly pro-
nounced for women. We made this prediction on the basis of the
idea that vertical regulations within cultures can often be a barrier
to the fulfillment of basic needs for autonomy and relatedness.
This finding may strike some as reflecting cultural biases, as it
suggests we have some preferences regarding cultural forms. How-
ever, we think it is important to study aspects of culture that are
more or less conducive to well-being. We suggest that cultural
forms, like any other attribute of human organizations, can supply
more or less nutriment to people’s growth, integration, and well-
being and that the relative yield of such forms is, indeed, an
empirical question. In our pursuit of that question, the hypothesis
of basic psychological needs provides a starting point for forming
critical hypotheses. However, we also caution that there are many
specific types of vertical practice that were not represented in our
items, some of which might be readily internalized and autono-
mously adopted, qualifying this “on average”claim.
As with the cross-cultural literature, SDT maintains that the
issue of autonomy is as functionally important for women as it is
for men. Results of this study support that view, as gender did not
moderate the impact of autonomy on well-being within any of
these samples. However, we reiterate that our definition of auton-
omy concerns the experience of volition and the self-endorsement
of one’s actions. Thus, our findings neither confirm nor conflict
with some of the other characterizations of gender differences
often found in the literature, especially those concerning agency or
communality orientations (e.g., Bakan, 1966; Saragovi, Koestner,
DiDio & Aube, 1997), which for us are distinguishable from
autonomy and relatedness, exactingly considered. Further, our
findings do not contradict the idea that relatedness may be more
salient for women than for men or that women and men may differ
in their regard for independence (Jordan, 1997). Rather, it is our
interpretation of these findings that, as defined within SDT, au-
tonomy is a meaningful and important need for women and men
alike.
One methodological advantage of this study is the explicit
testing of measurement invariance and latent construct compara-
bility using MACS analyses. The issue of whether researchers’
questions are similarly understood by participants from different
cultures is an important one. Using stringent criteria, we found,
notably, that our measure of internalization or relative autonomy
demonstrated comparability. We also found, however, some de-
gree of variation in the psychometric properties of other constructs.
We think the implementation of comparability analyses in cross-
cultural work is critical, as it provides appropriate caution signs
when researchers are generating conclusions that apply across
groups.
The study also has some notable limitations. First and foremost,
we drew our samples from university students in all four countries.
It is clear, therefore, that these samples are not representative of
these countries as a whole, and they may, in particular, have more
access to what some might refer to as the global culture. On the
positive side, the use of similar populations in each country helps
control for some potentially confounding variables in cross-
cultural comparisons, and such samples have been commonly used
in the literatures we cited. Another limitation is the cross-sectional
design of this investigation. We did not assess causal sequences
but rather patterns of association between variables predicted by
our theoretical framework. For example, we assumed that auton-
omous functioning enhances well-being, but it is also conceivable
that high well-being leads people to view their behaviors as more
autonomous. Future cross-cultural studies of the relations between
psychological needs and well-being could be advanced by longi-
tudinal designs, such as diary studies, in which both sequential
effects and between- and within-subject effects over time can be
examined. At this point in time, such studies of basic needs have
only been accomplished within the United States (e.g., Reis, Shel-
don, Gable, Roscoe & Ryan, 2000; Sheldon, Ryan, & Reis, 1996).
Finally, we tested a hypothesis concerning a universal need, but we
only tested it in samples from four cultures. Despite the diversity
of these four cultures, they do not begin to capture all cultural
forms. In particular, countries from South America, Africa, and
107
DIFFERENTIATING AUTONOMY AND INDIVIDUALISM
other parts of the world should be studied for their similarities and
differences concerning the role of relative autonomy and internal-
ization within culture. LeVine (1990), for example, has argued
that, however nonsalient the concept of self is within the more
collectivistic subsistence cultures of Africa, each member is in
many ways more self-regulating, differentiated, and autonomous
than the average North American. Such observations suggest that
empirical studies of more cultures, particularly those along the
North–South as well as East–West dimensions, are needed for an
understanding of the meaning, expression, and functional value of
autonomous versus heteronomous regulation across the globe.
In sum, this study shows that, across diverse cultures, the issue
of autonomy can be similarly understood and that, across diverse
practices, autonomy is associated with well-being. We suggest that
it is precisely because humans in different cultures must learn and
adopt different practices and values that the issue of autonomy, or
the degree of internalization, has import. Although some theorists
have cast autonomy as an attribute of individualistic behaviors or
an issue relevant to wellness only within Western societies, we
believe that autonomy versus heteronomy in the regulation of
behavior is a basic concern for all humanity. The study of inter-
nalization and relative autonomy within varied cultures may tell us
much about what types of practices are most assimilable and
conducive to well-being and what forms of socialization foster
most integration for human beings, wherever they might reside.
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(Appendix follows)
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Appendix
Modified Items Representing Four Cultural Orientations
Horizontal Individualism
1. To do “one’s own thing.”
2. To rely on oneself most of the time and rarely rely on others.
3. To behave in a direct and forthright manner when having discussions
with people.
4. To depend on oneself rather than on others.
5. To believe that what happens to people is their own doing.
6. To cultivate a personal identity, independent of others.
Horizontal Collectivism
1. To help a relative (within your means), if the relative has financial
problems.
2. To maintain harmony within any group that one belongs to.
3. To do something to maintain coworkers’/classmates’well-being (such
as caring for them or emotionally supporting them).
4. To consult close friends and get their ideas before making a decision.
5. To share little things (tools, kitchen stuff, books, etc.) with one’s
neighbors.
6. To cooperate with and spend time with others.
Vertical Individualism
1. To strive to do one’s job better than others.
2. To be annoyed when other people perform better than you.
3. To strive to work in situations involving competition with others.
4. To express the idea that competition is the law of nature.
5. To get tense and aroused, when another person does better than
you do.
6. To express the idea that without competition, it is impossible to have
a good society.
Vertical Collectivism
1. To do what would please one’s family, even if one detests the activity.
2. To teach children to place duty before pleasure.
3. To sacrifice an activity that one enjoys very much (e.g., fishing,
collecting, or other hobbies) if one’s family did not approve of it.
4. To respect decisions made by one’s group/collective.
5. To sacrifice self-interest for the benefit of group/collective.
6. To take care of one’s family, even when one has to sacrifice what
he/she wants.
Note. Items are from “Converging Measurement of Horizontal and
Vertical Individualism and Collectivism,”by H. C. Triandis and M. J.
Gelfand, 1998, Journal of Personality and Social Psychology, 74, pp.
118–128. Copyright 1998 by the American Psychological Association.
Items are also from “The Psychological Measurement of Cultural Syn-
dromes,”by H. C. Triandis, 1996, American Psychologist, 51, pp. 407–
415. Copyright 1996 by the American Psychological Association.
Received August 2, 2001
Revision received May 3, 2002
Accepted May 3, 2002 䡲
110 CHIRKOV, RYAN, KIM, AND KAPLAN
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