This article appeared as part of the Proceedings of the
6th Conference on Human Factors and the Web in Austin, Texas, 19 June
2000.
Cultural Dimensions and Global Web User-Interface
Design: What? So What?
Now What?
Aaron Marcus, President
Aaron Marcus and Asociates, Inc.
1144 65th Street, Suite F
Emeryville, CA 94608 USA
Tel: 510-601-0994, Ext. 19
Fax: 510-547-6125
Email:
Aaron@AmandA.com
Web:
www.Amanda.com
Emilie W. Gould, Adjunct
Lally School of Management
Rensselaer Polytechnic Institute (RPI)
110 8th St.
Troy, NY 12180-3590
Email:
goulde@rpi.edu
Abstract
This paper introduces dimensions of culture, as analyzed
by Geert Hofstede
in his classic study of cultures in organizations,
and considers how they
might affect user-interface designs. Examples from
the Web illustrate
the cultural dimensions.
Introduction
The Web enables global distribution of products and services through
Internet Websites, intranets, and extranets. Professional analysts and
designers generally agree that well-designed user interfaces improve the
performance and appeal of the Web, helping to convert "tourists" or "browsers"
to "residents" and "customers." The user-interface development process
focuses attention on understanding users and acknowledging demographic
diversity. But in a global economy, these differences may reflect world-wide
cultures. Companies that want to do international business on the web
should consider the impact of culture on the understanding and use of
Web-based communication, content, and tools. This paper contributes to
the study of this complex and challenging issue by analyzing some of the
needs, wants, preferences, and expectations of different cultures through
reference to a cross-cultural theory developed by Geert Hofstede.
A few simple questions illustrate the depth of
the issues.
Consider your favorite Website. How might this
Website be understood
and used in New York, Paris, London, Beijing, New
Delhi, or Tokyo, assuming
that adequate verbal translation were accomplished?
Might something in
its metaphors, mental model, navigation, interaction,
or appearance confuse,
or even offend and alienate, a user?
Consider what year this is. Is it 2000? In some other counting
systems, it is 4698, 5760, or 1420. Even to refer to the counting system
of another culture might confuse or alienate people used to their own
native system. Let us not forget that Hindu-Arabic numerals, which Western
society now takes for granted, were once viewed as the work of the devil
by Christian Europe, and educated people for hundreds of years blocked
their introduction into European society. Whether people view imports
from other cultures as delightful gifts or poisonous viruses is often
a matter of socio-political context.
Consider the order in which you prefer to find information. If
you are planning a trip by train, do you want to see the schedule information
first or read about the organization and assess its credibility? Different
cultures look for different data to make decisions. #009;
A New Issue for User-Interface Designers
In most projects, the complex interplay of user, business, marketing,
and engineering requirements needs to be resolved by Web user-interface
and information visualization designers. Their development process includes
iterative steps of planning, research, analysis, design, evaluation, documentation,
and training. As they carry out all of these tasks, however, they would
do well to consider their own cultural orientation and to understand the
preferred structures and processes of other cultures. This attention would
help them to achieve more desirable global solutions or to determine to
what extent localized, customized designs might be better than international
or universal ones.
Cultures, even within some countries, are very different. Sacred
colors in the Judeo-Christian West (e.g., red, blue, white, gold) are
different from Buddhist saffron yellow or Islamic green. Subdued Finnish
designs for background screen patterns (see Figure 1) might not be equally
suitable in Mediterranean climates, in Hollywood, USA, or Bollywood, India.
These differences go deeper than mere appearance; they reflect strong
cultural values. How might these cultural differences be understood without
falling into the trap of stereotyping other cultures?
Figure 1. TeamWare Finnish screen patterns

Many analysts in organizational communication have studied cultures
thoroughly and published classic theories; other authors have applied
these theories to analyze the impact of culture on business relations
and commerce (see Bibliography). Few of these works are well known to
the user-interface design community. This paper introduces the well-respected
work of one theorist, Geert Hofstede, and applies some of his cultural
dimensions to Web user interfaces. Edward T. Hall, David Victor, and Fons
Trompenaars would have been equally valuable in illuminating the problems
of cross-cultural communication on the Web, but our application of Hofstede
will demonstrate the value of this body of research for our field.
Hofstede's Dimensions of Culture
During 1978-83, the Dutch cultural anthropologist Geert Hofstede conducted
detailed interviews with hundreds of IBM employees in 53 countries. Through
standard statistical analysis of fairly large data sets, he was able to
determine patterns of similarities and differences among the replies.
From this data analysis, he formulated his theory that world cultures
vary along consistent, fundamental dimensions. Since his subjects were
constrained to one multinational corporation's world-wide employees, and
thus to one company culture, he ascribed their differences to the effects
of their national cultures. (One weakness is that he maintained that each
country has just one dominant culture.)
In the 1990s, Hofstede published a more accessible version of
his research publication in Cultures and Organizations: Software of the
Mind [Hofstede]. His focus was not on defining culture as refinement of
the mind (or "highly civilized" attitudes and behavior) but rather on
highlighting essential patterns of thinking, feeling, and acting that
are well-established by late childhood. These cultural differences manifest
themselves in a culture's choices of symbols, heroes/heroines, rituals,
and values.
Hofstede identified five dimensions and rated 53 countries on
indices for each dimension, normalized to values (usually) of 0 to 100.
His five dimensions of culture are the following:
#009; Power-distance
#009; Collectivism vs. individualism
#009; Femininity vs. masculinity
#009; Uncertainty avoidance
#009; Long- vs. short-term orientation
Each of Hofstede's terms appears below with our explanation of
implications for user-interface and Web design, and illustrations of characteristic
Websites.
Power Distance
Power distance (PD) refers to the extent to which less
powerful members
expect and accept unequal power distribution within a
culture.
Hofstede claims that high PD countries tend to have centralized
political power and exhibit tall hierarchies in organizations with large
differences in salary and status. Subordinates may view the "boss" as
a benevolent dictator and are expected to do as they are told. Parents
teach obedience, and expect respect. Teachers possess wisdom and are automatically
esteemed. Inequalities are expected, and may even be desired.
Low PD countries tend to view subordinates and supervisors as
closer together and more interchangeable, with flatter hierarchies in
organizations and less difference in salaries and status. Parents and
children, and teachers and students, may view themselves more as equals
(but not necessarily as identical.) Equality is expected and generally
desired. There are some interesting correlations for power distance: low
PD countries tend to have higher geographic latitude, smaller populations,
and/or higher gross domestic product (GDP) per capita than high PD countries.
Hofstede notes that these differences are hundreds or even thousands
of years old. He does not believe they will disappear quickly from traditional
cultures, even with powerful global telecommunication systems. Recent
research has shown that the dimensions have remained quite stable for
the last twenty years.
Based on this definition, we believe power distance may influence
the following aspects of user-interface and Web design:
#009; Access to information: highly (high PD) vs. less-highly (low
PD) structured.
#009; Hierarchies in mental models: tall vs. shallow.
#009; Emphasis on the social and moral order (e.g., nationalism
or religion)and its symbols: significant/frequent vs. minor/infrequent
use.
#009; Focus on expertise, authority, experts, certifications, official
stamps, or logos: strong vs. weak.
#009; Prominence given to leaders vs. citizens, customers, or employees.
#009; Importance of security and restrictions or barriers to access:
explicit, enforced, frequent restrictions on users vs. transparent, integrated,
implicit freedom to roam.
#009; Social roles used to organize information (e.g., a managers'
section obvious to all but sealed off from non-managers): frequent vs.
infrequent
These PD differences can be illustrated on the
Web by examining university
Web sites from two countries with very different PD
indices (Figures 2
and 3). The Universiti Utara Malaysia (
www.uum.edu.my)
is located in Malaysia,
a country with a PD index rating of 104, the highest
in Hofstede's analysis.
Figure 2. High power
distance: Malaysian Unversity
Web site.
The Website from the Ichthus Hogeschool ( www.ichthus-rdam.nl) and the Technische
Universiteit Eindhoven ( www.tue.nl)
are located in the Netherlands, with a PD index rating of 38.
Figure 3a. Low power distance: Dutch Educational Website.
Figure 3b. Low power distance: Dutch Educational Website.
Note the differences in the two groups of Websites. The Malaysian
Website features strong axial symmetry, a focus on the official seal of
the university, photographs of faculty or administration leaders conferring
degrees, and monumental buildings in which people play a small role. A
top-level menu selection provides a detailed explanation of the symbolism
of the official seal and information about the leaders of the university.
The Dutch Websites feature an emphasis on students (not leaders),
a stronger use of asymmetric layout, and photos of both genders in illustrations.
These Websites emphasize the power of students as consumers and equals.
Students even have the opportunity to operate a WebCam and take their
own tour of the Ichthus Hogeschool.
Individualism vs. Collectivism
Individualism in cultures implies loose ties; everyone is expected to
look after one's self or immediate family but no one else. Collectivism
implies that people are integrated from birth into strong, cohesive groups
that protect them in exchange for unquestioning loyalty.
Hofstede found that individualistic cultures value personal time,
freedom, challenge, and such extrinsic motivators as material rewards
at work. In family relations, they value honesty/truth, talking things
out, using guilt to achieve behavioral goals, and maintaining self-respect.
Their societies and governments place individual social-economic interests
over the group, maintain strong rights to privacy, nurture strong private
opinions (expected from everyone), restrain the power of the state in
the economy, emphasize the political power of voters, maintain strong
freedom of the press, and profess the ideologies of self-actualization,
self-realization, self-government, and freedom.
At work, collectivist cultures value training, physical conditions,
skills, and the intrinsic rewards of mastery. In family relations, they
value harmony more than honesty/truth (and silence more than speech),
use shame to achieve behavioral goals, and strive to maintain face. Their
societies and governments place collective social-economic interests over
the individual, may invade private life and regulate opinions, favor laws
and rights for groups over individuals, dominate the economy, control
the press, and profess the ideologies of harmony, consensus, and equality.
Based on this definition, we believe individualism and collectivism
may influence the following aspects of user-interface and Web design:
#009; Motivation based on personal achievement: maximized (expect
the extra-ordinary) for individualist cultures vs. underplayed (in favor
of group achievement) for collectivist cultures.
#009; Images of success: demonstrated through materialism and consumerism
vs. achievement of social-political agendas.
#009; Rhetorical style: controversial/argumentative speech and
tolerance or encouragement of extreme claims vs. official slogans and
subdued hyperbole and controversy.
Prominence given youth and action vs. aged, experienced, wise
leaders and states of being
#009; Importance given individuals vs. products shown by themselves
or with groups.
#009; Underlying sense of social morality: emphasis on truth vs.
relationships.
#009; Emphasis on change: what is new and unique vs. tradition
and history.
#009; Willingness to provide personal information vs. protection
of personal data differentiating the individual from the group.
The effects of these differences can be illustrated on the Web
by examining national park Web sites from two countries with very different
IC indices (Figures 4 and 5). The Glacier Bay National Park Website (
www.nps.gov/glba/evc.htm
is located in the USA, which has the highest IC index rating (91).
Figure 4. High
individualist value: US National
Park Website.
The Website from the National Parks of Costa Rica ( www.tourism-costarica.com) is located
in a country with an IC index rating of 15.
Figure 5. Low
individualist value: Costa Rican
National Park Website.
The third image (Figure 6) shows a lower level of the Costa Rican Website.
Figure 6. Costa Rican
Website What's Cool contents: Political message about exploitation of children.
Note the differences in the two groups of Websites. The USA Website features an emphasis on the visitor,
his/her goals, and
possible actions in coming to the park. The Costa Rican Website features an emphasis on nature, downplays
the individual tourist, and uses a slogan to emphasize a national agenda.
An even more startling difference lies below the What's Cool menu. Instead
of a typical Western display of new technology or experience to consume,
the screen is filled with a massive political announcement that the Costa
Rican government has signed an international agreement against the exploitation
of children and adolescents.
Masculinity vs. Femininity (MAS)
Masculinity and femininity refer to gender roles, not physical characteristics.
Hofstede focuses on the traditional assignment to masculine roles of assertiveness,
competition, and toughness, and to feminine roles of orientation to home
and children, people, and tenderness. He acknowledges that in different
cultures different professions are dominated by different genders. (For
example, women dominate the medical profession in the Soviet Union, while
men dominate in the USA.) But in masculine cultures, the traditional distinctions
are strongly maintained, while feminine cultures tend to collapse the
distinctions and overlap gender roles (both men and women can exhibit
modesty, tenderness, and a concern with both quality of life and material
success.) Traditional masculine work goals include earnings, recognition,
advancement, and challenge. Traditional feminine work goals include good
relations with supervisors, peers, and subordinates; good living and working
conditions; and employment security
The following list shows some typical masculinity
(MAS) index values,
where a high value implies a strongly masculine culture:
95 Japan
79 Austria
63 South Africa #009;
62 USA
53 Arab countries
47 Israel
43 France
39 South Korea
05 Sweden
Since Hofstede's definition focuses on the balance between roles
and relationships, we believe masculinity and femininity may be expressed
on the Web through different emphases. High-masculinity cultures would
focus on the following user-interface and design elements:
#009; Traditional gender/family/age distinctions
#009; Work tasks, roles, and mastery, with quick results for limited
tasks
#009; Navigation oriented to exploration and control
#009; Attention gained through games and competitions
#009; Graphics, sound, and animation used for utilitarian purposes
Feminine cultures would emphasize the following user-interface
elements:
#009; Blurring of gender roles
#009; Mutual cooperation, exchange, and support, (rather than mastery
and winning)
#009; Attention gained through poetry, visual aesthetics, and appeals
to unifying values
Examples of MAS differences on the Web can be illustrated by examining
Websites from countries with very different MAS indices (Figures 7, 8
and 9). The Woman.Excite Website ( woman.excite.co.jp
) is located in Japan, which has the highest MAS value (95). The Website
narrowly orients its search portal toward a specific gender, which this
company does not do in other countries.
Figure 7. High masculinity
Website: Excite.com
for women in Japan
The ChickClick (www.chickclick.com)
USA Website (MAS = 52) consciously promotes the autonomy of young women
(although it leaves out later stages in a woman's life.)
Figure 8. Medium masculinity Website: ChickClick.com
in the USA.
The
Excite Website ( www.excite.com.se) from Sweden, with the
lowest MF value 5, makes no distinction in gender or age. (With the exception
of the Netherlands, another low MAS country, all other European Websites
provide more pre-selected information.)
Figure 9. Low masculinity
Website: Swedish Excite.com.
Uncertainty Avoidance (UA)
People vary in the extent that they feel anxiety about uncertain or unknown
matters, as opposed to the more universal feeling of fear caused by known
or understood threats. Cultures vary in their avoidance of uncertainty,
creating different rituals and having different values regarding formality,
punctuality, legal-religious-social requirements, and tolerance for ambiguity.
Hofstede notes that cultures with high uncertainty avoidance tend
to have high rates of suicide, alcoholism, and accidental deaths, and
high numbers of prisoners per capita. Businesses may have more formal
rules, require longer career commitments, and focus on tactical operations
rather than strategy. These cultures tend to be expressive; people talk
with their hands, raise their voices, and show emotions. People seem active,
emotional, even aggressive; shun ambiguous situations; and expect structure
in organizations, institutions, and relationships to help make events
clearly interpretable and predictable. Teachers are expected to be experts
who know the answers and may speak in cryptic language that excludes novices.
In high UA cultures, what is different may be viewed as a threat, and
what is "dirty" (unconventional) is often equated with what is dangerous.
By contrast, low UA cultures tend to have higher caffeine consumption,
lower calorie intake, higher heart-disease death rates, and more chronic
psychosis per capita. Businesses may be more informal and focus more on
long-range strategic matters than day-to-day operations. These cultures
tend to be less expressive and less openly anxious; people behave quietly
without showing aggression or strong emotions (though their caffeine consumption
may be intended to combat depression from their inability to express their
feelings.) People seem easy-going, even relaxed. Teachers may not know
all the answers (or there may be more than one correct answer), run more
open-ended classes, and are expected to speak in plain language. In these
cultures, what is different may be viewed as simply curious, or perhaps
ridiculous.
Based on this definition, we believe uncertainty avoidance may
influence contrary aspects of user-interface and Web design. High-UA cultures
would emphasize the following:
#009; Simplicity, with clear metaphors, limited choices, and restricted
amounts of data
#009; Attempts to reveal or forecast the results or implications
of actions before users act
#009; Navigation schemes intended to prevent users from becoming
lost
#009; Mental models and help systems that focus on reducing "user
errors"
#009; Redundant cues (color, typography, sound, etc.) to reduce
ambiguity.
Low UA cultures would emphasize the reverse:
#009; Complexity with maximal content and choices
#009; Acceptance (even encouragement) of wandering and risk, with
a stigma on "over-protection"
#009; Less control of navigation; for example, links might open
new windows leading away from the original location
#009; Mental models and help systems might focus on understanding
underlying concepts rather than narrow tasks
#009; Coding of color, typography, and sound to maximize information
(multiple links without redundant cueing)
Examples of UA differences can be illustrated on the Web by examining
airline Websites from two countries with very different UA indices (Figures
10 and 11). The Sabena Airlines Website ( www.sabena.com
) is located in Belgium, a country with a UA of 94, the highest of
the cultures studied. This Website shows a home page with very simple,
clear imagery and limited choices.
Figure 10. High uncertainty avoidance: Sabema Airlines
Website from Belgium.
The British Airways
Website ( www.britishairways.com) from the United
Kingdom (UA = 35) shows much more complexity of content and choices with
popup windows, multiple types of interface controls, and "hidden"
content that must be displayed by scrolling.
Figure 11. Low uncertainty
avoidance: British Airways
Website from United Kingdom.
Long- vs. Short-Term Time Orientation
In the early 1980s, shortly after Hofstede first formulated his cultural
dimensions, work by Michael Bond convinced him that a fifth dimension
needed to be defined. Long-Term Orientation seemed to play an important
role in Asian countries that had been influenced by Confucian philosophy
over many thousands of years. Hofstede and Bond found such countries shared
these beliefs:
#009; A stable society requires unequal relations.
#009; The family is the prototype of all social organizations;
consequently, older people (parents) have more authority than younger
people (and men more than women)
#009; Virtuous behavior to others means not treating them as one
would not like to be treated
#009; Virtuous behavior in work means trying to acquire skills
and education, working hard, and being frugal, patient, and persevering
Western countries, by contrast, were more likely to promote equal
relationships, emphasize individualism, focus on treating others as you
would like to be treated, and find fulfillment through creativity and
self-actualization. When Hofstede and Bond developed a survey specifically
for Asia and reevaluated earlier data, they found that long-term orientation
cancelled out some of the effects of Masculinity/Femininity and Uncertainty
Avoidance. They concluded that Asian countries are oriented to practice
and the search for virtuous behavior while Western countries are oriented
to belief and the search for truth. Of the 23 countries compared, the
following showed the most extreme values:
Based on this definition, high LT countries would
emphasize the following
aspects of user-interface design:
#009; Content focused on practice and
practical value
#009; Relationships as a source of information
and credibility
#009; Patience in achieving results and goals
Low LT countries would emphasize the contrary
#009; Content focused on truth and certainty
of beliefs
#009; Rules as a source of information and
credibility
#009; Desire for immediate results and
achievement of goals
Examples of LTO differences on the Web can be illustrated by examining
versions of the same company's Website from two countries with different
LT values (Figures 12 and 13). The Siemens Website ( www.siemens.co.de) from Germany (LT=31) shows
a typical Western corporate layout that emphasizes crisp, clean functional
design aimed at achieving goals quickly.
Figure 12 Low Long-term
orientation: Website form
Siemens Germany.
The Chinese version from Beijing
requires more patience to achieve navigational and functional goals.
Figure 13: High Long-Term
Orientation. Website
fromSiemens in China.
Conclusions
Hofstede notes that some cultural relativism is necessary: it is difficult
to establish absolute criteria for what is noble and what is disgusting.
There is no escaping bias; all people develop cultural values based on
their environment and early training as children. Not everyone in a society
fits the cultural pattern precisely, but there is enough statistical regularity
to identify trends and tendencies. These trends and tendencies should
not be treated as defective or used to create negative stereotypes but
recognized as different patterns of values and thought. In a multi-cultural
world, it is necessary to cooperate to achieve practical goals without
requiring everyone to think, act, and believe identically.
This review of cultural dimensions raises many issues about UI
design, especially for the Web. We have explored a number of design differences
through sample Websites but other, more strategic questions remain. In
crafting Websites and Web applications, the questions can be narrow or
broad:
#009; How formal or rewarding should interaction be?
#009; What will motivate different groups of people? Money? Fame?
Honor? Achievement?
#009; How much conflict can people tolerate in content or style
of argumentation?
#009; Should sincerity, harmony, or honesty be used to make appeals?
#009; What role exists for personal opinion vs. group opinion?
#009; How well are ambiguity and uncertainty avoidance received?
#009; Will shame or guilt constrain negative behavior?
#009; What role should community values play in individualist vs
collectivist cultures?
Other questions might relate to specific types of Websites:
#009; Does the objective of distance learning change what can be
learned in individualist vs. collectivist cultures? Should these sites
focus on tradition? Skills? Expertise? Earning power?
#009; How should online teachers or trainers act as friends
or gurus?
#009; Would job sites differ for individualist vs. collectivist
cultures? #009;
#009; Should there be different sites for men and women in different
cultures?
#009; Would personal Webcams be OK or Not OK?
#009; How much advertising hyperbole could be tolerated in a collective
culture focused on modesty?
#009; Would an emphasis on truth as opposed to practice and virtue
require different types of procedural Websites for Western or Asian audiences?
Finally, if crosscultural theory becomes an accepted element of
user-interface design, then we need to change our current practices and
develop new tools. We need to make it feasible to develop multiple versions
of Websites in a cost-effective manner, perhaps through templates or through
specific versioning tools. As the Web continues to develop globally, answering
these questions, and exploring, then exploiting, these dimensions of culture,
will become a necessity and not an option for successful theory and practice.
Acknowledgements
The author acknowledges the work of Geert Hofstede
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Elashmawi, Farid, and Philip R. Harris,
Multicultural Management
2000: Essential Cultural Insights for Global Business
Success, Gulf
Publishing, Houston, 1998.
Fernandes, Tony, Global Interface Design: A Guide to
Designing International User Interfaces, AP Professional, Boston,
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Hall, Edward, The Hidden Dimension, Doubleday & Company,
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for Cultural Diversity: Japan, China, and India," Designing for Global
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0-9656691, Backhouse Press, Rochester, NY, pp. 205-216.
Harris, Philip R., and Robert T. Moran,
Managing Cultural Differences,
Gulf Publishing, Houston, 1991.
Hofstede, Geert, Cultures and Organizations:
Software of the Mind,
McGraw-Hill, New York, 1997. #009;
Honold, Pia, "Learning How to Use a Cellular
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Vol. 46, No. 2, May 1999, pp. 196-205.
Lewis, Richard, When Cultures Collide,
Nicholas Brealey, London,
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User-Interface Design,"
in Stephanidis, Constantine, ed., User Interfaces
for All, Lawrence
Erlbaum, New York, 2000.
Nielsen, Jakob, ed., Designing User Interfaces for International
Use (Advances in Human Factors/Ergonomics, 13), Elsevier Science Ltd.,
New York, 1990, ISBN: 0444884289.
Trompenaars, Fons, and Charles Hampden Turner,
Riding the Waves
of Culture, McGraw-Hill, NY, 1998.
URLs and Other Resources
Selected URLs from the list at http://www.AmandA.com.
ACM/SIGCHI Intercultural listserve: chi-intercultural@acm.org. Moderator:
Donald Day, d.day@acm.org. #009;
African-American Websites: bet.com, netnoir.com,
blackfamilies.com
Color: colortool.com
Cultural comparisons: culturebank.com
Digital divide: digitaldivide.gov,
digitaldivide.org, digitaldividenetwork.org/
Indian culture: indiagov.org/culture/overview.htm
Internationalization resources:
world-ready.com/r_intl.htm,
world-ready.com/biblio.htm
Internet statistics by language:
euromktg.com/globstats/index.html,
world-ready.com/biblio.htm
Localization: http://www.lisa.org/home_sigs.html
Native-American-oriented Website:
hanksville.org/NAresources/
Simplified English: userlab.com/SE.html
Women: wow.com, oxygen.com, chickclick.com
www.HCIBib.org//SIGCHI/Intercultural
Figures
Figures appear above in the article near the text citations.
Appendix 1: Indexes from: Hofstede, Geert, Cultures and Organizations:
Software of the Mind: Intercultural Cooperation and its Importance for
Survival, McGraw Hill, New York, 1997, ISBN:0-07-029307-4.
PDI: #009; Power distance index
IDV: #009; Individualism index
MAS: #009; Masculinity index
UAI: #009; Uncertainty avoidance index
LTO: #009; Long-term orientation index
|
|
PDI
|
|
IDV
|
|
MAS
|
|
UAI
|
|
LTO
|
|
|
|
rank
|
score
|
rank
|
score
|
rank
|
score
|
rank
|
score
|
rank
|
score
|
|
Arab Countries
|
7
|
80
|
26/27
|
38
|
23
|
53
|
27
|
68
|
|
|
|
Argentina
|
35/36
|
49
|
22/23
|
46
|
20/21
|
56
|
10/15
|
86
|
|
|
|
Australia
|
41
|
36
|
2
|
90
|
16
|
61
|
37
|
51
|
15
|
31
|
|
Austria
|
53
|
11
|
18
|
55
|
2
|
79
|
24/25
|
70
|
|
|
|
Bangladesh
|
|
|
|
|
|
|
|
|
11
|
40
|
|
Belgium
|
20
|
65
|
8
|
75
|
22
|
54
|
5/6
|
94
|
|
|
|
Brazil
|
14
|
69
|
26/27
|
38
|
27
|
49
|
21/22
|
76
|
6
|
65
|
|
Canada
|
39
|
39
|
4/5
|
80
|
24
|
52
|
41/42
|
48
|
20
|
23
|
|
Chile
|
24/25
|
63
|
38
|
23
|
46
|
28
|
10/15
|
86
|
|
|
|
China
|
|
|
|
|
|
|
|
|
1
|
118
|
|
Columbia
|
17
|
67
|
49
|
13
|
11/12
|
64
|
20
|
80
|
|
|
|
Costa Rica
|
42/44
|
35
|
46
|
15
|
48/49
|
21
|
10/15
|
86
|
|
|
|
Denmark
|
51
|
18
|
9
|
74
|
50
|
16
|
51
|
23
|
|
|
|
East Africa
|
21/23
|
64
|
33/35
|
27
|
39
|
41
|
36
|
52
|
|
|
|
Ecuador
|
8/9
|
78
|
52
|
8
|
13/14
|
63
|
28
|
67
|
|
|
|
Finland
|
46
|
33
|
17
|
63
|
47
|
26
|
31/32
|
59
|
|
|
|
France
|
15/16
|
68
|
10/11
|
71
|
35/36
|
43
|
10/15
|
86
|
|
|
|
Germany FR
|
42/44
|
35
|
15
|
67
|
9/10
|
66
|
29
|
65
|
14
|
31
|
|
Great Britain
|
42/44
|
35
|
3
|
89
|
9/10
|
66
|
47/48
|
35
|
18
|
25
|
|
Greece
|
27/28
|
60
|
30
|
35
|
18/19
|
57
|
1
|
112
|
|
|
|
Guatemala
|
2/3
|
95
|
53
|
6
|
43
|
37
|
3
|
101
|
|
|
|
Hong Kong
|
15/16
|
68
|
37
|
25
|
18/19
|
57
|
49/50
|
29
|
2
|
96
|
|
India
|
10/11
|
77
|
21
|
48
|
20/21
|
56
|
45
|
40
|
7
|
61
|
|
Indonesia
|
8/9
|
78
|
47/48
|
14
|
30/31
|
46
|
41/42
|
48
|
|
|
|
Iran
|
29/30
|
58
|
24
|
41
|
35/36
|
43
|
31/32
|
59
|
|
|
|
Ireland (Rep of)
|
49
|
28
|
12
|
70
|
7/8
|
68
|
47/48
|
35
|
|
|
|
Israel
|
52
|
13
|
19
|
54
|
29
|
47
|
19
|
81
|
|
|
|
Italy
|
34
|
50
|
7
|
76
|
4/5
|
70
|
23
|
75
|
|
|
|
Jamaica
|
37
|
45
|
25
|
39
|
7/8
|
68
|
52
|
13
|
|
|
|
Japan
|
33
|
54
|
22/23
|
46
|
1
|
95
|
7
|
92
|
4
|
80
|
|
Malaysia
|
1
|
104
|
36
|
26
|
25/26
|
50
|
46
|
36
|
|
|
|
Mexico
|
5/6
|
81
|
32
|
30
|
6
|
69
|
18
|
82
|
|
|
|
Netherlands
|
40
|
38
|
4/5
|
80
|
51
|
14
|
35
|
53
|
10
|
44
|
|
New Zealand
|
50
|
22
|
6
|
79
|
17
|
58
|
39/40
|
49
|
16
|
30
|
|
Nigeria
|
|
|
|
|
|
|
|
|
22
|
16
|
|
Norway
|
47/48
|
31
|
13
|
69
|
52
|
8
|
38
|
50
|
|
|
|
Pakistan
|
32
|
55
|
47/48
|
14
|
25/26
|
50
|
24/25
|
70
|
23
|
0
|
|
Panama
|
2/3
|
95
|
51
|
11
|
34
|
44
|
10/15
|
86
|
|
|
|
Peru
|
21/23
|
64
|
45
|
16
|
37/38
|
42
|
9
|
87
|
|
|
|
Philippines
|
4
|
94
|
31
|
32
|
11/12
|
64
|
44
|
44
|
21
|
19
|
|
Poland
|
|
|
|
|
|
|
|
|
13
|
32
|
|
Portugal
|
24/25
|
63
|
33/35
|
27
|
45
|
31
|
2
|
104
|
|
|
|
Salvador
|
18/19
|
66
|
42
|
19
|
40
|
40
|
5/6
|
94
|
|
|
|
Singapore
|
13
|
74
|
39/41
|
20
|
28
|
48
|
53
|
8
|
9
|
48
|
|
South Africa
|
35/36
|
49
|
16
|
65
|
13/14
|
63
|
39/40
|
49
|
|
|
|
South Korea
|
27/28
|
60
|
43
|
18
|
41
|
39
|
16/17
|
85
|
5
|
75
|
|
Spain
|
31
|
57
|
20
|
51
|
37/38
|
42
|
10/15
|
86
|
|
|
|
Sweden
|
47/48
|
31
|
10/11
|
71
|
53
|
5
|
49/50
|
29
|
12
|
33
|
|
Switzerland
|
45
|
34
|
14
|
68
|
4/5
|
70
|
33
|
58
|
|
|
|
Taiwan
|
29/30
|
58
|
44
|
17
|
32/33
|
45
|
26
|
69
|
3
|
87
|
|
Thailand
|
21/23
|
64
|
39/41
|
20
|
44
|
34
|
30
|
64
|
8
|
56
|
|
Turkey
|
18/19
|
66
|
28
|
37
|
32/3
|
45
|
16/17
|
85
|
|
|
|
Uruguay
|
26
|
61
|
29
|
36
|
42
|
38
|
4
|
100
|
|
|
|
USA
|
38
|
40
|
1
|
91
|
15
|
62
|
43
|
46
|
17
|
29
|
|
Venezuela
|
5/6
|
81
|
50
|
12
|
3
|
73
|
21/22
|
76
|
|
|
|
West Africa
|
10/11
|
77
|
39/41
|
20
|
30/31
|
46
|
34
|
54
|
|
|
|
Yugoslavia
|
12
|
76
|
33/35
|
27
|
48/49
|
21
|
8
|
88
|
|
|
|
Zimbabwe
|
|
|
|
|
|
|
|
|
19
|
25
|