ISSN : ISSN No. 2472-1956

Journal of Informatics and Data Mining

Basic Morality and Social Success in Japan

Kazuo Nishimura1*, Junichi Hirata2, Tadashi Yagi3, Junko Urasaka4

1Research Institute for Economics and Business Administration, Kobe University, Japan

2College of Economics, Ritsumeikan University, Japan

3Faculty of Economics, Doshisha University, Japan

4Faculty of Social Studies, Doshisha University, Japan

*Corresponding Author:
Kazuo Nishimura
Research Institute for Economics and Business Administration
Kobe University, Japan
Tel: 8178881-1212
E-mail: nishimura7124@gmail.com

Received date: Oct 21, 2015, Accepted date: Oct 26, 2015, Published date: Oct 29, 2015

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Abstract

This paper investigates the effect of the moral discipline an individual taught during early childhood on income as an adult using Japanese data. We found that our basic types of morality (“do not lie,” “be kind to others,” “follow the rules,” and “study”) affect individual evaluations in the labor market. Individuals disciplined in all four area of morality have incomes that are 642,000 yen ($5,350) higher than those only disciplined in some of four types and 862,000 yen ($7,183) higher than the incomes of those not disciplined in any of the four types. The study also analyzes the impact of discipline on ethical values; individuals who were disciplined in all four types tend to make more socially oriented value judgments.

Keywords

Four types of morality, Discipline, Income comparison, Ethical values

Introduction

The consensus is that business activities are built around trust. Although trust in business and morality in employees do not mean the same thing, they are closely connected. Both enhance productivity and have a positive impact on economic development. If trust is critical for business activities, then employees with a higher morality should have relatively higher values in the labor market.

Previous work on this subject includes Heckman and Rubinstein (2001) [1] and Heckman, Stixrud, and Urzua (2006) [2]. These studies empirically analyzed how not only cognitive skills, including reading, writing and mathematics, but also non-cognitive skills, such as communication skills, affect income levels. In another study, Datta and Simonsen (2010) [3] looked at education to improve noncognitive skills in Denmark. They compared seven-year-old children who received this type of education in public educational facilities at age three to those who received it at home.

Weakliem and Frenkel (2006) [4] study the relationship between morale and workplace productivity in Australian workplaces, and show that the effect of morale on productivity is larger when management attempts to develop a corporate ethic and culture. Their study provides us with the important empirical foundation for the relationship between moral and labor market evaluation of workers. Rubin and Brody (2011) [5] focused on the concept of management citizenship behavior and show that managers’ ethical and family-supportive behaviors are essential factors for this concept.

In the present study we conducted the survey of 90,000 randomly selected Japanese adults and investigated the effect of the moral discipline taught during early childhood on current income. Our results indicates that the moral discipline formed during early childhood improves the evaluation of worker in the labor market.

In section 2 we overview the survey conducted. In section3 we study the relationship between the moral disciplines the respondents taught during early childhood and if their educational backgrounds, that is, if levels of education are high or not. In section 4, we assessed the influence of discipline on evaluations in the labor market by comparing the average income of employed respondents based on how they were morally disciplined in certain areas as children. In section 5 we analyze the impact of the type of moral discipline on ethical judgments using a linear multiple regression model. Section 5 concludes the paper.

Overview of the Survey

The survey was conducted from 20 to 24 February 2012 using an online surveying service provided by Goo Research (currently NTT Com Online Marketing Solutions Corporation). Surveys were distributed to 90,000 randomly selected people registered with Goo Research. Of the 16,427 responses collected, 15,949 responses were valid. The collection rate was 18.25%. 52.7% (47.3%) of the total respondents were male (female). Of the respondents, 49.9% had at least a college degree, and the average age was 43.27 years (the standard deviation was 11.78 years). The average income of all the samples was 3,462,500 yen ($28,854) (the standard deviation was 3,292,600 yen ($27,438)).

Early Childhood Moral Discipline and Educational Background

Because moral discipline may impact the normative consciousness of children, we identified if individuals’ educational backgrounds are influenced by the moral discipline taught during childhood. Specifically we used the question, “Do you recall adults telling you any of the following statements when you were young?” (Please select all that apply.) Table 1 shows the statements, such as “greet people” and “be kind to others,” arranged in ascending order of their significance.

  Without a high level of education With a high level of education
Follow the rules*** 35.7% 38.4%
Greet people*** 57.7% 55.1%
Be kind to others** 20.2% 21.6%
Study*** 25.7% 30.9%
Listen to your parents** 33.4% 31.9%
Do not lie* 40.5% 41.9%
Express gratitude 38.2% 38.3%
Speak in a loud voice 4.6% 4.3%

Table 1: Exposure to discipline according to the level of educational background. Statistical significance of the difference between the two groups is indicated by * for the 10% level, ** for the 5% level, and *** for the 1% level.

Respondents with undergraduate or graduate degrees were defined as “people with a high level of education” and respondents with other educational backgrounds were defined as “people without a high level of education” in the following discussion. “Follow the rules,” “greet people,” and "study" show a difference in educational backgrounds at the 1% significance level. This shows an interesting result. Namely, the higher the educational level, the more likely that as children they were taught to “follow the rules.” It should also be noted that “greet people” is selected more often among people without a high level of education. “Be kind to others” and “listen to your parents” show a difference in educational backgrounds at the 5% significance level, whereas “do not lie” shows a difference in education backgrounds at the 10% significance level. “Express gratitude” and “speak in loud voice” are statistically the same between educational backgrounds.

In terms of the importance of the four types of moral disciplines (“do not lie,” “be kind to others,” “follow the rules,” and “study”) that are analyzed in the following sections, 55.0% of the respondents who were taught all four areas had a high level of education, while 46.5% of those who were not taught any of them had a high level of education, confirming a statistically significant difference.

Discipline and Income

We assessed the influence of discipline on evaluations in the labor market by comparing the average income of employed respondents based on how they were morally disciplined in certain areas as children.

As shown in Figure 1(a) and Figure 1(b), the areas of discipline that have a large impact on how workers are evaluated in the labor market include “do not lie,” “be kind to others,” “follow the rules,” “speak in a loud voice,” and “study.” However, because less than 10% of respondents were taught to “speak in a loud voice”, this cannot be considered important. Thus, "do not lie," "be kind to others," "follow the rules," and "study" are defined as the four basic types of morality here.

datamining-Average-income-based

Figure 1a a).Average income based on whether morally disciplined.

datamining-whether-morally-disciplined

Figure 1b (b).Average income based on whether morally disciplined.

Figure 2 shows the relationship between people's income and their childhood discipline in these four areas. Those disciplined in all four areas earn 642,000 more yen ($5,350) than those disciplined some of the areas (Figure 2) and 862,000 more yen ($7,183) than those not disciplined in any of the four areas (Figure 3).

datamining-four-morality-types

Figure 2 Income comparison between those disciplined in all and those disciplined in some of the four morality types.

datamining-Income-comparison

Figure 3 Income comparison between those disciplined in all and those disciplined in none of the four morality types.

Even among people with the same educational background, how they are evaluated in the labor market and the resulting income levels may differ depending of the extent of moral discipline. Thus, we also analyzed the impact of discipline on income by controlling income by age, gender, and educational background. Table 3 shows the results of multiple regression analysis on the income determinant. In terms of the income determinant, because an explanatory dummy variable for a high educational background is affected by parents’ discipline, the dummy variable is considered to be an endogenous variable. To address this endogeneity, twostage least squares using an instrumental variable correlated with the endogenous variable but independent from error term is introduced. The model is expressed as

image

Here, subscript i indicates sample i, and Y indicates income. D*e is a dummy for a high educational background where 1 denotes at least an undergraduate degree. X is an attribute vector, and M is a variable on discipline. O is an exogenous variable in a model that affects educational background. Instrumental variables are 1) age, 2) a dummy variable for being male, 3) whether parents or close adults read stories to you as a child, 4) whether parents or a close adult help you study as a child, 5) whether you went on fun family outings as a child, 6) whether you ate dinner without parents as a child, 7) whether you were scolded by close adults other than parents as a child, 8) whether you were spanked by your parents as a child, 9) whether you were taught to greet people, 10) whether you were taught not to lie, 11) whether you were taught to be kind to others, 12) whether you were taught to express gratitude, 13) whether you were taught to listen to parents, 14) whether you were taught to speak in a loud voice, and 15) whether you were taught to follow the rules. α, β, γ, λ, and κ are parameters, and u and e are error terms.

The endogenous variable is a dummy variable for a high educational background, which was estimated using the logit model (Table 2) in the first stage of the two-stage least square estimation. Estimations by the linear multiple regression model and the two-stage least square method yield values similar to each other (Table 3) except for “listen to your parents”, indicating that discipline-related explanatory variables show a greater significance. This similarity suggests the weak instrument. Durbin-Wu-Hausman statistics also indicate endogeneity as well, suggesting that the roles of moral disciplines become clearer by removing endogenous bias from the linear multiple regression models. From these results, we can judge that the significance of the explanatory variables is robust.

  Whether morally
disciplined
Number of samples Average income Standard deviation of income Standard error of the average income
Do not lie Yes 5478 448.5 331.1 4.5
No 7686 398.8 305.2 3.5
Be kind to others Yes 2759 442.7 337.0 6.4
No 10405 413.4 311.5 3.1
Follow the rules Yes 4896 433.2 331.0 4.7
No 8268 411.4 308.5 3.4
Study Yes 3772 430.4 325.5 5.3
No 9392 415.1 313.7 3.2
All four types of morality Yes to all 842 479.6 363.7 12.5
No to all 4020 393.4 302.1 4.8

Table 2 Average income based on the four "areas of disciplines (unit: 10,000 yen ($83.3)).

  Linear multiple regression analysis Two-stage least squares
  B Standardized coefficient Significance probability B Standardized coefficient Significance probability
(Invariable) -610.606   .000 -602.993   .000
Age 34.727 1.280 .000 35.395 1.305 .000
Age-squared -.351 -1.187 .000 -.356 -1.204 .000
Dummy for male 234.566 .361 .000 274.564 .423 .000
Greet people -.424 -.001 .935 -5.269 -.008 .325
Do not lie 16.958 .026 .001 14.338 .022 .007
Be kind to others 19.039 .024 .003 16.584 .021 .012
Express gratitude 8.948 .014 .114 5.232 .008 .369
Listen to your parents -6.414 -.009 .218 -10.521 -.016 .049
speak in a loud voice 2.142 .001 .852 -3.818 -.002 .746
Follow the rules 6.410 .010 .226 8.239 .013 .129
Dummy variable for being highly educated in Japan (predicted value) 139.259 .219 .000 56.045 .088 .000
Dependent variable STDincome  Adjusted R2=0.297 Adjusted R2=0.260

Table 3 Results of the multiple regression analysis on income determinant (targeted employed respondents only). (Durbin-Wu-Hausman (DWH) test=40.7, p-value<0.01).

“Do not lie" and "be kind to others" have a positive correlation with income level and they are statistically significant. "Follow the rules" is significant if the one-tailed significance level is 10%. A different interpretation is necessary for "listen to parents" as it is a negative number.

The implications of this analysis is that the labor market places a greater emphasis on following the rules, being honest, being kind to others, and working hard compared to other types of morality. Being honest and working hard are driven from “do not lie” and “study. Also those four affects children to gain the higher educational background. This is related to the findings by Kubota and Ogaki that children who were strictly disciplined during their early childhood tend to study longer

Impact of Discipline on Ethical Values

This section targets 14 behaviors and judgments in society. Although people often make judgments according to general social standards, they may react in a manner that contradicts social standards. Respondents were asked to rate statements on a four-point scale: 1. Disagree, 2. Slightly disagree, 3. Slightly agree, and 4. Agree. Based on their answers, the impact of the type of moral discipline on ethical judgments is analyzed using a linear multiple regression model with explanatory variables. Then standardized coefficients are compared for different types of discipline. Table 4 shows the survey questions and summarizes the statistics of the value judgments.

  Frequency Mean Standard deviation Standard error
It's okay to cut in line when in a hurry. 15804 1.1364 .45078 .00359
One shouldn’t drive after consuming alcohol. 15885 3.8239 .58911 .00467
Children should look after their elderly parents. 15163 3.0405 .79269 .00644
It is unavoidable for politicians to gain concessions or slush funds. 15466 1.2935 .63822 .00513
Unlawful behavior should be reported immediately. 15168 3.2377 .69558 .00565
Avoid trouble if possible. 15443 3.0500 .76856 .00618
Unwilling to help even if your rival is struggling. 14367 1.9871 .79771 .00666
Tax evasion is unacceptable. 15585 3.4870 .74414 .00596
Compliance should be given priority in every situation. 14432 2.8293 .82227 .00684

Table 4 Ethical judgments.

Figure 4 and Table 5 highlight the view, "it's okay to cut in line when in a hurry." People who were taught to "follow the rules" tend to disapprove of "cutting in line even when in a hurry," whereas people who were taught to "be kind to others" or “speak in a loud voice” tend to accept this behavior. It is interesting that those who were taught to "speak in a loud voice" tend to accept this behavior because this type of discipline may lead to the acceptance of selfish behavior and affect testosterone production as pointed out by Zak (2013) [6]. People who were taught to "greet people" tend to disapprove of cutting in line. Greeting can be understood as a positive action of building trust.

  Standardized coefficient t-value Significance probability
Do not lie -.008 -.869 .385
Be kind to others .024 2.676 .007
Follow the rules -.052 -5.913 .000
Study -.022 -2.678 .007
Greet people -.023 -2.543 .011
Express gratitude -.001 -.062 .950
Listen to your parents -.001 -.124 .901
Speak in a loud voice .016 1.966 .049

Table 5 It's okay to cut in line when in a hurry.

datamining-okay-cut-line

Figure 4 It's okay to cut in line when in a hurry.

Figure 5 and Table 6 show how discipline affects the view, "one shouldn’t drive after consuming alcohol." As shown in Table 4, the mean value is 3.82, which is close to 4. Almost all the respondents support this message, but the standard deviation around 0.6 suggests that a number of people think this behavior is acceptable under some circumstances. Those who were taught to "be kind to others" and “speak in a loud voice” tend to accept drunk driving, whereas those who were taught to "greet people," "follow the rules," or “do not lie” do not approve of drunk driving.

  Standardized coefficient t-value Significance probability
Do not lie .023 2.658 .008
Be kind to others -.020 -2.172 .030
Follow the rules .037 4.178 .000
Study .010 1.200 .230
Greet people .038 4.344 .000
Express gratitude .008 .854 .393
Listen to your parents .005 .626 .531
Speak in a loud voice -.015 -1.913 .056

Table 5 It's okay to cut in line when in a hurry.

datamining-consuming-alcohol

Figure 5 One shouldn’t drive after consuming alcohol.

Figure 6 and Table 7 show the impact of discipline on the view, "children should look after their elderly parents." All the statistically significant types of discipline tend to support this idea. Although the number of people who actually "look after their parents" is declining, the notion remains that looking after one’s parents is a son or daughter’s duty.?

  Standardized coefficient t-value Significance probability
Do not lie .066 7.518 .000
Be kind to others .031 3.424 .001
Follow the rules .020 2.218 .027
Study -.005 -.614 .539
Greet people .021 2.368 .018
Express gratitude .018 1.905 .057
Listen to your parents .039 4.561 .000
Speak in a loud voice .007 .803 .422

Table 7 Children should look after their elderly parents.

datamining-elderly-parents

Figure 6 Children should look after their elderly parents.

Figure 7 and Table 8 show the impact of discipline on the view, "it is unavoidable for politicians to gain concessions or slush funds." As shown in Table 4, the mean value was 1.29, indicating that most respondents disagree with this moral judgment. Those who are taught to "speak in a loud voice" and “be kind to others” tend to be more accepting of corruption in politicians.

  Standardized coefficient t-value Significance probability
Do not lie -.024 -2.750 .006
Be kind to others .013 1.423 .155
Follow the rules -.021 -2.310 .021
Study -.010 -1.142 .254
Greet people -.022 -2.456 .014
Express gratitude -.011 -1.167 .243
Listen to your parents .003 .368 .713
Speak in a loud voice .032 3.901 .000

Table 8 It is unavoidable for politicians to gain concessions or slush funds.

datamining-gain-concessions

Figure 7 It is unavoidable for politicians to gain concessions or slush funds.

Figure 8 and Table 9 show the impact of discipline on the view, "unlawful behavior should be reported immediately." Those who were taught to "do not lie" or "follow the rules" tend to agree with this view. Although it is understandable that the latter supports this view, it is interesting to note that "do not lie" has a strong impact as well.

  Standardized coefficient t-value Significance probability
Do not lie .048 5.415 .000
Be kind to others .015 1.646 .100
Follow the rules .046 5.097 .000
Study .012 1.452 .146
Greet people .017 1.870 .061
Express gratitude .001 .063 .950
Listen to your parents .024 2.725 .006
Speak in a loud voice .002 .289 .772

Table 9: Unlawful behavior should be reported immediately.

datamining-Unlawful-behavior

Figure 8 Unlawful behavior should be reported immediately.

Figure 9 and Table 10 show the impact of discipline on the view, "avoid trouble if possible." Those who were taught to "listen to their parents," "speak in a loud voice," or "study" tend to approve of this message, suggesting that these induce selfish actions. On the other hand, the areas of discipline that induce altruistic actions tend to reject this view.

  Standardized coefficient t-value Significance probability
Do not lie -.056 -6.419 .000
Be kind to others -.049 -5.436 .000
Follow the rules -.027 -2.999 .003
Study .040 4.793 .000
Greet people -.005 -.578 .563
Express gratitude -.012 -1.248 .212
Listen to your parents .015 1.764 .078
Speak in a loud voice .011 1.314 .189

Table 10: Avoid trouble if possible.

datamining-Avoid-trouble

Figure 9 Avoid trouble if possible.

Figure 10 and Table 11 show the impact of discipline on the view, "unwilling to help even if your rival is struggling." Those who were taught to "speak in a loud voice" tend to agree with this idea, indicating that they tend to approve of selfish actions. In contrast, those who were taught to "greet people" do not approve.

  Standardized coefficient t-value Significance probability
Do not lie -.059 -6.548 .000
Be kind to others -.076 -8.147 .000
Follow the rules -.024 -2.591 .010
Study .032 3.712 .000
Greet people -.039 -4.182 .000
Express gratitude -.033 -3.325 .001
Listen to your parents -.003 -.331 .741
Speak in a loud voice .013 1.583 .113

Table 11: Unwilling to help even if your rival is struggling.

datamining-your-rival-struggling

Figure 10 Unwilling to help even if your rival is struggling.

It is interesting to note that those disciplined to "speak in a loud voice" or "study" support this view. Actions of "speaking in a loud voice" and "studying" are connected to a strong will and a sense of pursuing purposes, suggesting that these lead to the prioritization of selfish value judgments. On the other hand, "being kind to others" is connected to cooperation and trust, leading to altruistic value judgments. If you are taught to take more cooperative actions, you are more likely to offer help when others are struggling.

Figure 11 and Table 12 show the impact of discipline on the view, "tax evasion is unacceptable." In this moral judgment, "speak in a loud voice" and "following the rules" show contrasting judgments, suggesting that "speak in a loud voice" leads to the formation of selfish thinking and value judgment where breaking rules may be acceptable if it achieves a goal. Although “follow the rules” has the greatest value, those who were taught to "greet people" also tend to agree with this statement, suggesting that cultivating sociality may lead to affirmative judgments.

  Standardized coefficient t-value Significance probability
Do not lie .026 2.975 .003
Be kind to others .018 1.992 .046
Follow the rules .062 7.033 .000
Study .016 1.924 .054
Greet people .031 3.443 .001
Express gratitude .004 .377 .706
Listen to your parents .018 2.063 .039
Speak in a loud voice -.028 -3.490 .000

Table 12: Tax evasion is unacceptable.

datamining-Tax-evasion

Figure 11 Tax evasion is unacceptable.

Figure 12 and Table 13 show the impact of discipline on the view, "compliance should be given priority in every situation." Those who were taught to "follow the rules" or "listen to their parents" tend to accept this statement, suggesting that these areas of discipline foster a sense of compliance.

  Standardized coefficient t-value Significance probability
Do not lie .038 4.165 .000
Be kind to others -.002 -.262 .793
Follow the rules .042 4.537 .000
Study .005 .523 .601
Greet people .016 1.740 .082
Express gratitude -.004 -.366 .714
Listen to your parents .041 4.592 .000
Speak in a loud voice -.004 -.488 .626

Table 13: Compliance should be given priority in every situation.

datamining-Compliance-priority

Figure 12 Compliance should be given priority in every situation.

To determine how ethical values differ, we compared the group of respondents who were taught in all four areas of moral discipline ("do not lie," "be kind to others," "follow the rules," and "study") to the group who were taught only some of these areas. Both groups were asked to rank statements on the same four-point scale used above. The mean values of the two groups were compared. Table 14 shows the number of samples, mean value, standard deviation, and standard error of each group.

Ethic related view Disciplined
in all 4areas?
N Mean Standard
deviation
Mean
standard error of mean
Significance
probability
It's okay to cut in linewhen in a hurry. No 14794 1.1378 .45103 .00371 .132
Yes 1010 1.1158 .44682 .01406
One shouldn’t drive afterconsuming alcohol. No 14875 3.8216 .59050 .00484 .047
Yes 1010 3.8584 .56732 .01785
Children should look after their elderly parents. No 14186 3.0283 .79231 .00665 .000
  Yes 977 3.2170 .77750 .02487  
It is unavoidable for politicians to gain concessions or slush funds. No 14480 1.2950 .63822 .00530 .269
  Yes 986 1.2718 .63817 .02032  
Unlawful behavior should be reported immediately. No 14194 3.2269 .69662 .00585 .000
  Yes 974 3.3953 .66076 .02117  
Avoid trouble if possible. No 14458 3.0550 .76322 .00635 .004
  Yes 985 2.9766 .84009 .02677  
Unwilling to helpeven if your rival is struggling. No 13416 2.0009 .79666 .00688 .000
  Yes 951 1.7918 .78725 .02553  
Tax evasion is unacceptable. No 14592 3.4762 .74846 .00620 .000
  Yes 993 3.6455 .65779 .02087  
Compliance should be given priority in every situation. No 13492 2.8203 .82252 .00708 .000
  Yes 940 2.9585 .80823 .02636  

Table 14: Comparison of ethical levels between those who were disciplined in all four areas and those who were disciplined in some areas.

The respondents who were taught in all four areas make ethical judgments at a statistically significant level on all the ethics except for two statements ("it's okay to cut in line when in a hurry" and "it's unavoidable for politicians to gain concessions or slush funds"). The difference in the mean values between the two groups seems negligible. However the number of samples is sufficiently large and the standard deviation is small. Thus, the difference between the two groups is significant. This leads to the observation that those who were taught in all four areas make more ethical judgments.

To further elucidate the difference in ethical values, we divided the respondents into two groups according to whether they were taught all or none of the four areas, and the mean value of each group’s responses were compared. Table 15 shows the number of samples, mean value, standard deviation, and standard error of each group. Respondents who were taught in all four areas make ethical judgments at a more statistically significant level than those who were not taught in any of them on all the ethics related values, except for the statement, "it's unavoidable for politicians to gain concessions or slush funds."

Ethic related view   Frequency Mean Standard
deviation
Standard
error
It's okay to cut in linewhen in a hurry*** Not disciplined in any of the 4 areas 4886 1.1560 .48120 .00688
Disciplined in 1 to 3 areas 9908 1.1288 .43512 .00437
Disciplined in all 4 areas 1010 1.1158 .44682 .01406
Total 15804 1.1364 .45078 .00359
One shouldn’t driveafter consuming alcohol*** Not disciplined in any of the 4 areas 4920 3.7880 .63379 .00904
Disciplined in 1 to 3 areas 9955 3.8382 .56719 .00568
Disciplined in all 4 areas 1010 3.8584 .56732 .01785
Total 15885 3.8239 .58911 .00467
Children should look aftertheir elderly parents*** Not disciplined in any of the 4 areas 4653 2.9467 .83285 .01221
Disciplined in 1 to 3 areas 9533 3.0682 .76865 .00787
Disciplined in all 4 areas 977 3.2170 .77750 .02487
Total 15163 3.0405 .79269 .00644
It is unavoidable for politiciansto gain concessionsor slush funds* Not disciplined in any of the 4 areas 4766 1.3086 .65479 .00948
Disciplined in 1 to 3 areas 9714 1.2883 .62986 .00639
Disciplined in all 4 areas 986 1.2718 .63817 .02032
Total 15466 1.2935 .63822 .00513
Unlawful behavior should bereported immediately*** Not disciplined in any of the 4 areas 4646 3.1851 .71713 .01052
Disciplined in 1 to 3 areas 9548 3.2472 .68553 .00702
Disciplined in all 4 areas 974 3.3953 .66076 .02117
Total 15168 3.2377 .69558 .00565
Avoid trouble if possible*** Not disciplined in any of the 4 areas 4769 3.1048 .75440 .01092
Disciplined in 1 to 3 areas 9689 3.0304 .76637 .00779
Disciplined in all 4 areas 985 2.9766 .84009 .02677
Total 15443 3.0500 .76856 .00618
Unwilling to help even if your rival is struggling*** Not disciplined in any of the 4 areas 4361 2.0695 .83363 .01262
Disciplined in 1 to 3 areas 9055 1.9679 .77611 .00816
Disciplined in all 4 areas 951 1.7918 .78725 .02553
Total 14367 1.9871 .79771 .00666
Tax evasion is unacceptable*** Not disciplined in any of the 4 areas 4808 3.4183 .78017 .01125
Disciplined in 1 to 3 areas 9784 3.5047 .73073 .00739
Disciplined in all 4 areas 993 3.6455 .65779 .02087
Total 15585 3.4870 .74414 .00596
Compliance should be givenpriority in every situation*** Not disciplined in any of the 4 areas 4387 2.7680 .83660 .01263
Disciplined in 1 to 3 areas 9105 2.8455 .81449 .00854
Disciplined in all 4 areas 940 2.9585 .80823 .02636
Total 14432 2.8293 .82227 .00684

Table 15: Comparison of ethical levels between those who disciplined in all, some, or none of the four areas. Statistical significance of the difference between the groups is indicated by * for 10% level, ** for 5% level, and *** for 1% level.

Conclusion

This study analyzed how discipline is evaluated in the labor market and discussed the social significance of moral discipline. Four areas of moral discipline, "be kind to others," "do not lie," "follow the rules," and "study" have important meanings. The result suggests that teaching children in a way that cultivates altruistic attitudes, fosters trust, and improves sociality will eventually enhance their values in the labor market. This finding is related to the message claimed by Zak (2013) [6] that "interpersonal trust is necessary for economic development." Although Zak used a neuroeconomic methodology to analyze human physiological reaction mechanisms, this study elucidated mechanisms to foster cognitive processes.

Acknowledgement

We thank an anonymous referee for useful comments on the earlier version of the paper. This work was supported by Japan Society for the Promotion of Science, Grant-in-Aid for Specially Promoted Research #23000001 and #15H05729.

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