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ARTICLE INFO |
ABSTRACT |
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Received: June 28, 2022 Revision: July 12, 2022 Received: July 22, 2022 |
This study compares the values
of independence, work ethic, spirituality, and productivity in
several Asian countries. The other purpose of this study is to determine the
effect of independence, work ethic, and spirituality on productivity. This
study uses World Value Survey (WVS) data with the criteria of respondents who
answered the WVS wave 7 questionnaires from Asian countries with a sample
size of 19,795. The quantitative research method uses descriptive analysis
techniques and probit regression analysis. The descriptive analysis technique
uses crosstab, while the probit regression
analysis technique is used to determine the effect of independence, work
ethic, and spirituality on productivity in several Asian countries. Analysis crosstab
shows that Tajikistan, Iran, Taiwan, Pakistan, and the Philippines have a
high proportion of unemployed. Kyrgyzstan, Jordan, China, Bangladesh, and
Vietnam have a higher tendency for freedom of choice (independence) in their
respective country groups. Kyrgyzstan, Jordan, China, Pakistan, and Myanmar
have higher work ethic tendencies. Russia, China, Japan, and Vietnam have
minor religious inclinations. Probit regression
results prove that independence, work ethic, and spirituality significantly
affect the dependent variable (productivity). Independence and work ethic
have a positive influence, while spirituality has a negative influence. In
contrast, all members of the West Asian group all countries have important
religious inclinations. |
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Keywords: Independence; work ethic; spirituality;
productivity |
INTRODUCTION
The
influence of cultural values , including spirituality, on
development, is always interesting to study. Weber (1930), in his book "The Protestant Ethic and the Spirit of
Capitalism," argues that the Christian (Protestant) ethic inherent in
European society encourages European progress and modernity. Jaffee (1998), in the book "Levels of Socio-economic Development
Theory," asserts that the success of development depends on characters or
traits such as achievement motivation and the work ethic of every individual in
society as development actors.
Culture
is defined as customs, beliefs, and values held by ethnic,
religious, and social groups that tend to remain unchanged from generation to
generation (Guiso, Sapienza, & Zingales, 2003). The values
of independence, work ethic, and spirituality of each country are
reflected in the behavior of human resources. Human resources have an essential
role in the process of economic development. Together with infrastructure and
governance, labor resources are a vital factor that can encourage and
accelerate the ups and downs of an economy's competitiveness (APO, 2015; OECD, 2015; World Bank, 2010).
Several
empirical studies, such as U��k and Vokorokosov� (2007) and Auzina-Emsina (2014), show a reasonably strong correlation between the competitiveness
of labor resources and the competitiveness of the economy. The higher the
competitiveness of labor resources in a country, the higher the competitiveness
of that country's economy, or vice versa.
One
indicator of a country's development performance is reflected in the
productivity of its citizens. Productivity can be a measure of the comparison
of the quality and quantity of a workforce in a unit of time to achieve work
results or performance. Productivity contains philosophical meanings,
definitions, and operational technicalities (Simanjuntak, 1998).
The
criteria for human resources that support the development results are human
resources with the character of independence. Independent character encourages
and spurs a person to solve his own life and life problems so that he is
motivated to take the initiative, be creative, innovate, be proactive and work
hard. Independence is defined as attitudes and behaviors that are not easy to
depend on others to complete tasks (Zuchdi, 2012). Independence is also defined as the ability to make decisions and
manage one's life without being overly dependent on others. Independence cannot
be completed at one stage of life but will continue to develop within the
individual (Susetyo, 2006).
Cultural
values other than independence that affect development
performance are the work ethic of its citizens. Work ethic is a work spirit
characteristic of a person or group of people who work, which is based on a
believed work ethic or perspective and is realized through factual
determination and behavior in the world of work (Ginting, 2016). The work ethic contains a set of positive work behaviors rooted
in solid cooperation and fundamental beliefs, accompanied by a total commitment
to an integral work paradigm (Sinamo, 2011). A good work ethic will show character and attitude, and have
confidence in a job by working and acting optimally (Mathis & Jackson, 2006). The development and underdevelopment of an ethnic or nation is a
matter of having or not having a work ethic following development (Mubyarto, 1993). The higher the work
ethic, manifested in their willingness to work hard and live frugally and
simply, the more likely they will succeed in development efforts.
Iannaccone (1998) introduced a new field
of study or research, namely the economics of religion. Spirituality is similar
or, in a way, related to specific emotions or behaviors, and attitudes of an
individual (Schreurs, 2002). Being spiritual means being open, giving, and loving. Schraeder (2002) explains spirituality
as a personal relationship to a transcendent figure. Spirituality can also be
about feelings of purpose, meaning, and feelings of connection with others (Fernando & Jackson, 2006). These studies use
economic tools and methods to study religion as the dependent variable or to
study religion as an independent variable on the outcome of other socioeconomic
variables. The influence of religion, both in terms of religiosity and
spirituality, on economic development is an exciting object of study (Iyer, 2016). Firmansyah and Pratiwi (2019) also found that the
involvement of religious ideas and spirituality can contribute to the
development process.
The
originality of this research is that this research compares the values
of independence, work ethic, spirituality, and productivity of
several other Asian countries, especially those whose citizens are religious
or non-religious (atheists). The influence of socio-cultural values
on development is sometimes difficult to describe through a
statistical approach. Cultural values such as independence, work
ethic, and spirituality tend to be closer to qualitative data (non-numeric).
Previous research used qualitative method, Aquino, Multifiah, & Manzilati (2020) examine
the role of spiritual leadership and work ethic in increasing productivity. The
novelty of this research is the used of quantitative methods to answer two
research questions. The first research question is how do the values of independence,
work ethic, spirituality, and productivity compare in several Asian countries.
The second research question is what are the effects of independence, work
ethic, and spirituality on productivity.
METHOD
The research
data source uses the results of the World Value Survey (WVS) wave 7. This
survey contains a list of questions (questionnaires) about values for various countries,
including Asian countries. Asian countries in WVS wave 7 consist of Central
Asia, West Asia, East Asia, South Asia, and Southeast Asia. Central Asian
countries include Russia, Kyrgyzstan, and Tajikistan. West Asia consists of
Iran, Iraq, Lebanon, Turkey, and Jordan. East Asia consists of China, Hong
Kong, Japan, Taiwan, and South Korea. South Asia consists of Bangladesh and
Pakistan. Southeast Asia consists of Indonesia, Malaysia, the Philippines, Thailand,
Vietnam, and Myanmar. �The reason for using samples from Asian countries is the diversity of
the majority religions adopted by citizens. There are countries that are
predominantly Muslim, such as Indonesia and Malaysia. The majority of the
population is Catholic, like the Philippines. The majority of the population is
Buddhist, like Thailand and Myanmar. The majority of the population is not
religious, such as China, Hong Kong, and South Korea.
The research model uses a binary productivity variable with a value of one (1) if the respondent is working and
zero (0) if the respondent is not. The variables in this study include
independence, work ethic, spirituality, and productivity. The Independent
Character Variable was obtained from the answers to the Q48 WVS questionnaire.
The work ethic variable was obtained from the answers to the Q110
questionnaire. The spirituality variable in this study was obtained from the
answers to the WVS Q6 questionnaire. The productivity variable was obtained
from the answers to the WVS Q279 questionnaire.
![]()
The analytical
method used in this study is a comparative descriptive technique to compare the
values of independence, work ethic, spirituality, and productivity
based on groups of Asian countries. The probit regression method uses the
analysis technique to analyze the effect of
independence, work ethic, and spirituality on productivity.
Table 1
Group of Asian Countries in
WVS wave 7
|
Group of Asian Countries |
Number of samples |
Percentage |
|
of Central Asia |
||
|
Russia |
992 |
5.01 |
|
Kyrgyzstan |
820 |
4.14 |
|
Tajikistan |
732 |
3.70 |
|
West Asia |
||
|
Iran |
786 |
3.97 |
|
Iraq |
579 |
2.92 |
|
Lebanon |
724 |
3.66 |
|
Turkey |
1,406 |
7.10 |
|
Jordan |
472 |
2.38 |
|
East Asia |
||
|
China |
1,687 |
8.52 |
|
Hong Kong SAR |
1,318 |
6.66 |
|
Taiwan ROC |
720 |
3.64 |
|
Japan |
482 |
2.43 |
|
South Korea |
726 |
3.67 |
|
South Asia |
||
|
Bangladesh |
510 |
2.58 |
|
Pakistan |
992 |
5.01 |
|
Southeast Asia |
||
|
Indonesia |
2,234 |
11.29 |
|
Malaysia |
985 |
4.98 |
|
Philippines |
777 |
3.93 |
|
Vietnam |
937 |
4.73 |
|
Thailand |
1,031 |
5.21 |
|
Myanmar |
885 |
4.47 |
|
Total |
19,795 |
100.00 |
Data source: WVS Wave 7
Table 1 shows
the group of Asian countries in WVS wave 7 and the number of samples that meet
the criteria. The criteria used as samples are individuals aged 18-59 years who
work full time, work part-time, have their own business, and do not work. The
individual thoroughly answered the WVS wave 7 questionnaires for the variables
of productivity, independence, work ethic, and spirituality. After cleaning the
data from 20 countries in Asia, the number of samples in this study was 19,795.
RESULTS AND DISCUSSION
A.
Productivy
Table 2
Productivity Comparison between Asian Countries
|
Working Status |
Skill Labor |
|||
|
Group of Asian Countries |
Not Working (%) |
Working (%) |
No (%) |
Yes (%) |
|
Central Asia |
||||
|
Russia |
6.35 |
93.65 |
22.98 |
77.02 |
|
Kyrgyzstan |
0, 00 |
100.00 |
50.12 |
49.88 |
|
Tajikistan |
37.84 |
62.16 |
41.53 |
58.47 |
|
West Asia |
||||
|
Iran |
29.26 |
70.74 |
34.99 |
65.01 |
|
Iraq |
18.83 |
81.17 |
38.34 |
61, 66 |
|
Lebanon |
5.11 |
94.89 |
16.16 |
83.84 |
|
Turkey |
10.17 |
89.83 |
22.33 |
77.67 |
|
Jordan |
16.31 |
83.69 |
28.39 |
71.61 |
|
East Asia |
||||
|
China |
5.75 |
94.25 |
31,54 |
68.46 |
|
Hong Kong SAR |
3.19 |
96.81 |
8.35 |
91.65 |
|
Taiwan ROC |
6.39 |
93.61 |
23.89 |
76.11 |
|
Japan |
1.45 |
98.55 |
17.01 |
82.99 |
|
South Korea |
2,48 |
97.52 |
7.02 |
92.98 |
|
South Asia |
||||
|
Bangladesh |
7.84 |
92.16 |
60.39 |
39.61 |
|
Pakistan |
8.57 |
91.43 |
45.67 |
54.33 |
|
Southeast Asia |
||||
|
Indonesia |
3.58 |
96.42 |
49, 96 |
50.04 |
|
Malaysia |
4.47 |
95.53 |
12.08 |
87.92 |
|
Philippines |
23.81 |
76.19 |
53.54 |
46.46 |
|
Vietnam |
0.85 |
99.15 |
33.19 |
66.81 |
|
Thailand |
4.46 |
95.54 |
59.84 |
40.16 |
|
Myanmar |
7.01 |
92.99 |
60.00 |
40.00 |
|
Total |
8.57 |
91.43 |
34.47 |
65.53 |
Data source: WVS Wave 7
In which group does your mother/father/brother's
job belong? The quality of the workforce is obtained from the answers to the
WVS Q281 questionnaire. Table 2 describes labor
productivity of working status and the quality of the workforce (including
skilled labor or unskilled labor).
Workers with skills include those who work as professional and technical, higher administrative, clerical, sales,
service, and skilled workers. Those who work with more minor skill needs
include semi-skilled workers,
unskilled workers, farm workers, farm owners, farm managers, and other
jobs. The group of Asian countries that have the highest proportion of unskilled labor
includes Kyrgyzstan, Iraq, China, Bangladesh, and Myanmar.
B. Independence
The independence variable was obtained from the
answers to the WVS Q48 questionnaire. Some
people say they have the freedom to choose and control their lives, while
others feel that what they do does not produce anything (no effect) that
matters to them. Please use a scale where 1 means no choice and 10 means you
have an extensive choice in determining how much freedom you have to choose and
control your life. The responses in the WVS were then transformed from
being very independent (score 1), i.e., having no choice at all or not being
independent, to being very independent (score 10), i.e., having an extensive
choice in determining and controlling life.
Table 3
Comparison of Independence among Asian Countries
|
Group |
(in percent) |
|||||||||
|
Asian
Countries |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
|
Central Asia |
||||||||||
|
Russia |
8.27 |
5.95 |
7.06 |
11.39 |
9.98 |
15.93 |
7.36 |
8.97 |
6.35 |
18.75 |
|
Kyrgyzstan |
15.49 |
1.83 |
2.07 |
2.80 |
2.80 |
8.54 |
1.34 |
1.83 |
2.44 |
60.85 |
|
Tajikistan |
13.93 |
8.74 |
9.97 |
8.61 |
10.93 |
14.34 |
7.65 |
11.07 |
10.66 |
4.10 |
|
West Asia |
||||||||||
|
Iran |
10.43 |
1.53 |
5.47 |
4.96 |
4.45 |
17.18 |
3.69 |
4.20 |
7, 00 |
41.09 |
|
Iraq |
27.12 |
15.03 |
12.44 |
9.33 |
6.74 |
7.77 |
3.45 |
3.11 |
3.97 |
11.05 |
|
Lebanon |
1.93 |
4.97 |
9.53 |
9.39 |
7, 73 |
22.10 |
18.23 |
13.40 |
10.08 |
2.62 |
|
Turkey |
9.25 |
2.92 |
8.11 |
12.94 |
13.44 |
15.43 |
11.02 |
9.25 |
5.19 |
12.45 |
|
Jordan |
12, 71 |
2.12 |
3.18 |
1.69 |
2.97 |
6.57 |
3.18 |
5.08 |
6.78 |
55.72 |
|
East Asia |
||||||||||
|
China |
3.85 |
4.15 |
5.28 |
5.63 |
6.05 |
9.84 |
7,65 |
13.87 |
15.23 |
28.45 |
|
Hong Kong SAR |
2.88 |
3.79 |
9.94 |
14.11 |
12.52 |
14.57 |
11.99 |
14.11 |
8.19 |
7.89 |
|
Taiwan ROC |
2.92 |
1,81 |
7.78 |
10.00 |
10.42 |
20.56 |
8.19 |
14.17 |
8.33 |
15.83 |
|
Japan |
4.15 |
1.04 |
8.92 |
11.83 |
13.28 |
17.22 |
14.11 |
17, 43 |
6.22 |
5.81 |
|
South Korea |
1.10 |
1.65 |
11.85 |
22.87 |
19.01 |
13.91 |
14.46 |
9.64 |
4.41 |
1.10 |
|
South Asia |
||||||||||
|
Bangladesh |
1.57 |
3.92 |
4.12 |
4.90 |
4.71 |
15.10 |
8.04 |
6.27 |
11.96 |
39.41 |
|
Pakistan |
11.39 |
3.63 |
4.33 |
4.74 |
6.35 |
10.08 |
5.24 |
5.14 |
5,75 |
43.35 |
|
Southeast Asia |
||||||||||
|
Indonesia |
8.15 |
3.58 |
5.06 |
5.77 |
4.70 |
12.85 |
7.52 |
7.79 |
11.50 |
33.08 |
|
Malaysia |
4.47 |
4.26 |
7.92 |
9, 75 |
12.79 |
15.74 |
9.64 |
11.57 |
11.27 |
12.59 |
|
Philippines |
5.53 |
3.73 |
5.28 |
4.76 |
5.66 |
18.02 |
6.44 |
8.11 |
10.17 |
32.30 |
|
Vietnam |
5.34 |
3.09 |
4.06 |
3.84 |
6.30 |
15.47 |
5.12 |
8.32 |
10.57 |
37.89 |
|
Thailand |
6.30 |
3.49 |
9.60 |
9.89 |
11.64 |
19.69 |
7.47 |
8.05 |
5.43 |
18.43 |
|
Myanmar |
11.30 |
2.71 |
5.42 |
3.50 |
3.95 |
12.32 |
2.49 |
5.65 |
5.99 |
46.67 |
|
Total |
7.63 |
3.89 |
6.87 |
8.23 |
8.36 |
14.28 |
7.90 |
9.13 |
8.47 |
25.24 |
Independence has a scale of
1-10. 1 = not independent (no choice at all), 10 = very independent (have
extensive choices in determining and controlling life).
Data source: WVS Wave 7
Table 3 shows that the level of independence of
each respondent from various Asian countries is relatively high. The group of
Central Asian countries shows that Kyrgyzstan has greater freedom of choice
than Russia and Tajikistan. The group of West Asian countries shows that Jordan
tends to have more freedom of choice than other countries. The group of East
Asian countries shows that China tends to have more freedom of choice than
other countries. The group of South Asian countries shows that Bangladesh has greater
freedom of choice than Pakistan. The group of Southeast Asian countries shows
that Vietnam tends to have greater freedom of choice than other countries.�
C. Work Ethic
The work ethic variable was obtained from the
answers to the Q110 questionnaire. In
the long run, hard work usually leads to a better life or working hard does not
always lead to success � it is more than luck and connections. The
responses in the WVS were transformed on a ten-point scale ranging from not
optimistic �Working hard does not
always lead to success � it depends more on luck and connections.�
(score 1-5) to an optimistic work ethic �usually
hard work leads to a better life" (score 6-10). The work ethic of
each respondent from various countries is relatively high. Below are the
answers from respondents regarding work ethic.
Table 4
Comparison of work ethic among Asian countries
|
group |
(in percent) |
|||||||||
|
Asian countries |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
|
Central Asia |
||||||||||
|
Russia |
18.75 |
6.35 |
8.97 |
7.36 |
15.93 |
9.98 |
11,39 |
7.06 |
5.95 |
8.27 |
|
Kyrgyzstan |
60.85 |
2.44 |
1.83 |
1.34 |
8.54 |
2.80 |
2.80 |
2.07 |
1.83 |
15.49 |
|
Tajikistan |
4.10 |
10.66 |
11 .07 |
7.65 |
13.34 |
10.93 |
8.61 |
9.97 |
8.74 |
13.93 |
|
West Asia |
||||||||||
|
Iran |
41.09 |
7.00 |
4.20 |
3.69 |
17.18 |
4.45 |
4.96 |
5.47 |
1.53 |
10.43 |
|
Iraq |
11.05 |
3.97 |
3.11 |
3.45 |
7.77 |
6.74 |
9.33 |
12.44 |
15.03 |
27.12 |
|
Lebanon |
2.62 |
10.08 |
13.40 |
18.23 |
22.10 |
7.73 |
9.39 |
9.53 |
4.97 |
1.93 |
|
Turkey |
12.45 |
5.19 |
9.25 |
11.02 |
15.43 |
13.44 |
12.94 |
8.11 |
2.12 |
9.25 |
|
Jordan |
55.72 |
6.78 |
5.08 |
3.18 |
6.57 |
2.97 |
1.69 |
3.18 |
2.12 |
12.71 |
|
East Asia |
||||||||||
|
China |
28.45 |
15.23 |
13.87 |
7.65 |
9.84 |
6, 05 |
5.63 |
5.28 |
4.15 |
3.85 |
|
Hong Kong SAR |
7.89 |
8.19 |
14.11 |
11.99 |
14.57 |
12.52 |
14.11 |
9.94 |
3.79 |
2.88 |
|
Taiwan ROC |
15, 83 |
8.33 |
14.17 |
8.19 |
20.56 |
10.42 |
10.00 |
7.78 |
1.81 |
2.92 |
|
Japan |
5.81 |
6.22 |
17.43 |
14.11 |
17.22 |
13.28 |
11.83 |
8.92 |
1.04 |
4.15 |
|
South Korea |
1.10 |
4.41 |
9.64 |
14.46 |
13.91 |
19.01 |
22.87 |
11.85 |
1.65 |
1.10 |
|
South Asia |
||||||||||
|
Bangladesh |
39.41 |
11.96 |
6.27 |
8.04 |
15.10 |
4.71 |
4.90 |
4.12 |
3.92 |
1.57 |
|
Pakistan |
43.35 |
5.75 |
5.14 |
5.24 |
10.08 |
6.35 |
4.74 |
4.33 |
3,63 |
11.39 |
|
Southeast Asia |
||||||||||
|
Indonesia |
33.08 |
11.50 |
7.79 |
7.52 |
12.85 |
4.70 |
5.77 |
5.06 |
3.58 |
8.15 |
|
Malaysia |
12.59 |
11.27 |
11.57 |
9, 64 |
15.74 |
12.79 |
9.75 |
7.92 |
4.26 |
4.47 |
|
Philippines |
32.30 |
10.17 |
8.11 |
6.44 |
18.02 |
5.66 |
4.76 |
5.28 |
3.73 |
5.53 |
|
Vietnam |
37.89 |
10.57 |
8.32 |
5.12 |
15.47 |
6.30 |
3.84 |
4.06 |
3.09 |
5.34 |
|
Thailand |
18.43 |
5.43 |
8.05 |
7.47 |
19.69 |
11.64 |
9.89 |
9.60 |
3.49 |
6.30 |
|
Myanmar |
46.67 |
5.99 |
5.65 |
2.49 |
12.32 |
3.95 |
3.50 |
5.42 |
2.71 |
11.30 |
|
Total |
||||||||||
work ethic has a scale of 1
= luck and connection, 10 = optimistic better
Data source: WVS Wave 7
Table 4 shows a comparison of work ethics in Asian
countries. The group of Central Asian countries shows that Kyrgyzstan has a
higher work ethic than other countries. The group of West Asian countries shows
Jordan has a greater work ethic tendency than other countries. The group of
East Asian countries shows that China has a greater work ethic tendency than
other countries. The group of South Asian countries shows that Pakistan has a
greater work ethic tendency than Bangladesh. The group of Southeast Asian countries
shows that Myanmar tends to have greater freedom of choice than other
countries.�
D. Spirituality
Standard survey measures used to monitor religious behavior or spirituality include frequency of attendance at
worship services, involvement in worship or meditation, membership in churches
and religious groups and organizations, and religious identity. The
spirituality variable in this study was obtained from the answers to the WVS Q6
questionnaire. For each of the
following, how important is religion in your life? Would you say: (1) Very
important, (2) Somewhat important, (3) Not very important, (4) Not at all
important. The responses in the WVS were transformed into a four-point
scale ranging from "not at all important" (score 1) to
"significant" (score 4). Most respondents (52.46%) think religion is
essential to their lives. If traced to each country, there will be variations
in the answers, as in table 5.
Table 5
Comparison of Spirituality among Asian countries
|
Countries Groups of Asian Countries |
Religion Majority |
Importance of Religion in life |
|||
|
Very Very Not Important |
Not Very
Important |
Somewhat
Important |
Very
Important |
||
|
Central Asia |
|||||
|
Russia |
Christian
(72.9%) |
16.83% |
33.67% |
32.46% |
17.04% |
|
Tajikistan |
Islam (96.4%) |
1.78% |
6.69% |
27.46% |
64.07% |
|
Kyrgyzstan |
Islam (89.4%) |
4.15% |
11.22% |
30.49% |
54.15% |
|
West Asia |
|||||
|
Iran |
Islam (99.5%) |
4.96% |
3.94% |
23.66% |
67.43% |
|
Iraq |
Islam (99.1%) |
1.21% |
3.11% |
12.44% |
83.25% |
|
Lebanese |
Islamic
(61.2%) |
2.90% |
7.32% |
28.18% |
61.60% |
|
Turkish |
Islam (98%) |
1.14% |
10.67% |
30.73% |
57.47% |
|
Jordanian |
Islam (97.1%) |
0.00% |
0.85% |
4.03% |
95.13% |
|
East Asian |
|||||
|
China |
No religion (51.8% ) |
42.21% |
45.05% |
9.72% |
3.02% |
|
Hong Kong SAR |
No religion (54.7%) |
24.13% |
44.76% |
21.24% |
9.86% |
|
Taiwan |
Local religion (43.8 %) |
10.00% |
42.78% |
35.00% |
12.22% |
|
Japan |
No religion (60%) |
59.13% |
33.40% |
4.77% |
2.70% |
|
South Korea |
No religion (46.6% ) |
17.49% |
49.04% |
23.14% |
10, 33% |
|
South Asia |
|||||
|
Bangladesh |
Islamic
(90.8%) |
0.20% |
0.00% |
4.31% |
95.49% |
|
Pakistani |
Islam (96.5%) |
0.81% |
1.61% |
6.65% |
90, 93% |
|
Southeast
Asia |
|||||
|
Indonesia |
Islamic (87%) |
0.09% |
0.00% |
1.57% |
98.34% |
|
Malaysia |
Islamic
(66.1%) |
1.32% |
7.41% |
18.38% |
72.89% |
|
Filipino |
Catholic
(92.4%) |
0.26% |
2.70% |
9.65% |
87.39% |
|
Vietnam |
Local religion (45%) |
18.36% |
41.20% |
29.03% |
11.42% |
|
Thai |
Buddhist (92.6%) |
2.23% |
14.06% |
43.65% |
40.06% |
|
Myanmar |
Buddhist
(79.8%) |
0.45% |
1.13% |
16.27% |
82.15% |
|
Total |
10.29% |
17.97% |
19.29% |
52.46% |
|
Source of data: WVS Wave 7
and PEW Research Center
Table 5 shows that based on respondents' answers,
it can be seen that if a country where the majority of the population is not
religious, there is a tendency that religion is not so important. This
condition is different from countries where the population is predominantly
religious. The Central Asian group of Russian states has less important
religious leanings. The West Asian group of all countries has important religious
leanings. The East Asian groups of China and Japan have less important
religious leanings. In the Southeast Asian countries, Vietnam has less
important religious leanings.
E. Regression
Results and Marginal Effect
There is still limited research that studies the
influence of socio-cultural values on development through a
statistical approach. Cultural values such as independence, work
ethic, spirituality, and productivity tend to be closer to qualitative (non-numeric)
data. Research questions about how independence, work ethic, and spirituality
influence productivity can be answered using probit
regression analysis techniques. The results of the probit
regression can be seen in table 6.
Table 6
Probit regression results
|
Variable |
Coefficient |
Standard Error |
Probability |
|
Constant |
1.507474 |
0.062382 |
0.000 |
|
Independence |
0.029094 |
0.005600 |
0.000 |
|
Work ethic |
0.022802 |
0.004317 |
0.000 |
|
Spirituality |
-0.150895 |
0.013316 |
0.000 |
|
Log-likelihood |
-5697.28 |
||
|
LR Chi2 |
182.45 |
||
|
Prob > Chi2 |
0.0000 |
||
|
Pseudo R2 |
0.0158 |
||
|
N |
19,795 |
Source: WVS wave 7 data
processed by researchers.
The estimation results in table 6 show that the 3
independent variables used in this study (independence, work ethic, and
spirituality) significantly influence the dependent variable (productivity).
The influence of independence, work ethic, and spirituality simultaneously can
be known through Prob > x2 = 0.00000, meaning the significance
value is less than the 5% significance level. It can be concluded that
simultaneously the variables of independence, work ethic, and spirituality
affect productivity.
Probit regression results are not precise enough to analyze the effect of independence, work ethic, and
spirituality on productivity. The stages after performing probit
regression are analyzing the marginal effect value.
Table 7
Marginal Effect Results
|
Variable |
Coefficient |
|
Independence |
0.004421 |
|
Work ethic |
0.003464 |
|
Spirituality |
-0.022929 |
Data source: WVS Wave 7
Table 7 shows the results of the sign (direction of
influence) that are consistent with table 6. Marginal effect values are obtained by probability
coefficient values of 0.004421 and have a positive direction. Partially, the
higher the independence, the higher the probability of productivity. These
results align with Cordery, Morrison, Wright,
and Wall's (2010) research, which found that independent employees
will increase productivity. The marginal
value effect of work ethic obtained a probability coefficient value of
0.0034649 and has a positive direction. Partially, the higher the work ethic,
the higher the probability of productivity. The marginal value effect of
spirituality is obtained by the probability coefficient value of -0.022929or
has a negative direction. Partially, the higher the spirituality, the lower the
probability of productivity. These findings are in line with the research
results of (Eka Dirgantara Aquino,
Multifiah, & Manzilati, 2020; Bataineh, 2020; Faregh, Jahanian, &
Salimi, 2021; Mi�on, 2017; Moon, Youn, Hur, & Kim, 2020), which proves that values such as
independence, work ethic, and spirituality have an essential role in increasing
labor productivity. Different findings from the
research of (Prihono, Budiartha, &
Astika, 2016) and (Noh & Yoo, 2016) state that spirituality in the workplace has a
positive and significant impact on work productivity.
CONCLUSION
Quantitative indicators of productivity from the group of
Asian countries that have the highest proportion of unemployed include
Tajikistan for the Central Asia group, Iran for the West Asia group, Taiwan for
the East Asia group, Pakistan for the South Asia group, and the Philippines for
the Southeast Asia group. The qualitative productivity indicators for groups of
Asian countries with the highest proportion of unskilled labor include
Kyrgyzstan, Iraq, China, Bangladesh, and Myanmar. Kyrgyzstan, Jordan, China,
Bangladesh, and Vietnam in each group of countries tend to have freedom of
choice (independence) is more significant than other countries. Kyrgyzstan,
Jordan, China, Pakistan, and Myanmar have higher work ethic tendencies than
other countries in the group. Russia, China, Japan, and Vietnam have minor
religious inclinations.
Probit regression results prove that independence, work
ethic, and spirituality significantly affect the dependent variable
(productivity). Independence and work ethic have a positive influence, while
spirituality has a negative influence. In contrast, all members of the West
Asian group all countries have
important religious inclinations. The limitation of the results of this study is that the marginal effect
value is still small so that other relevant variables are needed to produce a
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