The effect of smoking on individual well-being: a propensity score matching analysis based on nationwide surveys in Japan

Background: It is widely known that smokers tend to feel less satisfied than non-smokers with their jobs and life more generally. However, it is not easy to establish a causal relationship between smoking and individual well-being, because of shared associations with socioeconomic or demographic factors. This issue was largely avoided in the present study, which used propensity score matching methods to investigate whether smoking affects the extent to which individuals are satisfied with their job and other aspects of their life. Methods: Using a large-scale Japanese dataset, we first estimated propensity scores for smoking as a function of numerous socioeconomic and demographic factors. We then matched smokers to non-smokers on the basis of these. We subsequently estimated the average treatment effect, considering smoking as a treatment and smokers as the treated group. We used different matching methods to ascertain the robustness of any effects. Results: We found that smoking made both males and females unhappy, and that it reduced both the extent to which they were satisfied with multiple aspects of their lives (including their job, non-working activities, household's financial conditions, family life, friendships, residential area, health and physical conditions) and their level of self-rated health. Some of these effects differed between males and females. Conclusions: Our propensity score matching analyses identified smoking as having direct adverse effects on individual well-being.Smoking, Happiness, Job satisfaction, Self-rated Health, Propensity score matching

Happiness, self-rated health, and income inequality: Evidence from nationwide surveys in Japan

We examine how regional inequality affects happiness and self-rated health at an individual level by using micro data from nationwide surveys in Japan. Individuals who live in the area of high inequality tend to report themselves as both unhappy and unhealthy, even after controlling for various individual and regional characteristics and taking into account the correlation between the two subjective outcomes. We also investigate how their sensitivities to regional inequality change by key individual attributes. People with an unstable work status are most affected by inequality when assessing both happiness and health.happiness, self-rated health, income inequality

Regional income inequality and happiness: Evidence from Japan

We investigated how regional income inequality is associated with the individual assessment of happiness based on micro data from nationwide surveys in Japan. Our multilevel analysis using logit and ordered logit models confirmed that individuals who live in areas of high inequality tend to report themselves as less happy, even after controlling for various individual and regional factors. Notably, the fact that happiness depends on not only income but also income inequality indicates the importance of income redistribution for individual well-being. We also find that the association between regional inequality and happiness is not uniform across the different levels of perceived happiness. Moreover, the sensitivities of happiness to regional inequality differ substantially by key individual attributes such as gender, marital status, level of education, occupational status, and political views. Among others, an important finding for social policy is that those of unstable occupational status and those with a lower level of education are more sensitive to regional inequality. Given the fact that these people tend to be less happy than the others, this result points to the risk that regional inequality additionally reduces the well-being of those under unfavorable socioeconomic conditions.Happiness, income inequality, multilevel analysis, Japan

A Morphological Associative Memory Employing A Stored Pattern Independent Kernel Image and Its Hardware Model

An associative memory provides a convenient way for pattern retrieval and restoration, which has an important role for handling data distorted with noise. As an effective associative memory, we paid attention to a morphological associative memory (MAM) proposed by Ritter. The model is superior to ordinary associative memory models in terms of calculation amount, memory capacity, and perfect recall rate. However, in general, the kernel design becomes difficult as the stored pattern increases because the kernel uses a part of each stored pattern. In this paper, we propose a stored pattern independent kernel design method for the MAM and design the MAM employing the proposed kernel design with a standard digital manner in parallel architecture for acceleration. We confirm the validity of the proposed kernel design method by auto- and hetero-association experiments and investigate the efficiency of the hardware acceleration. A high-speed operation (more than 150 times in comparison with software execution) is achieved in the custom hardware. The proposed model works as an intelligent pre-processor for the Brain-Inspired Systems (Brain-IS) working in real world

An Open-Loop Amplifier Multi-Bit Sigma Delta Modulator

A new multi-bit quantizer for sigma delta modulators is proposed. The multi-bit quantizer has multiple single-bit quantizers, and the output of one of the single-bit quantizers is fed back to the input of another single-bit quantizer via a filter. Multi-bit quantization is achieved by averaging the outputs of the single-bit quantizers. Because of this architecture, the multi-bit quantizer realizes multi-bit quantization without external signals such as dithering signals that are needed in conventional architectures. The multi-bit quantizer allows for designing a new open-loop amplifier multi-bit sigma delta modulator. The open-loop amplifier multi-bit sigma delta modulator uses differential pairs for its loop filter instead of closed-loop amplifiers that consume considerable power for high frequency applications. The open-loop amplifier multi-bit sigma delta modulator is designed with a 90nm CMOS process. The achievable SNDR is 43dB with the bandwidth of 80MHz when noises other than quantization noises are not taken into consideration. The sampling frequency is 2.56GHz, and the power consumption of main analog parts is 15mA

Child poverty as a determinant of life outcomes:Evidence from nationwide surveys in Japan

We attempt to examine the extent to which poverty in childhood adversely affects success in adulthood, using micro data from nationwide surveys in Japan and taking into account the recursive structure of life outcomes. We use retrospective assessments of income class at the age of 15, because longitudinal data on household income are not available. After controlling for its endogeneity, we confirm that children from poor families tend to have lower educational attainment, face higher poverty risks, and assess themselves as being less happy and as suffering from poorer health.Child poverty; Educational attainment; Poverty risk; Happiness; Self-rated health

Division of Household Labor and Marital Satisfaction in China, Japan, and Korea

In this study, we compare the association of marital satisfaction with the division of labor between husband and wife in Asia, based on Chinese, Japanese, and Korean General Social Surveys in 2006 (N = 2,346, 997, and 990, respectively). Results show that in all three countries, wives are less satisfied than husbands with marriage, mainly because wives do disproportionately more housework than husbands. Aside from this common gender difference, there are noticeable differences among the three countries. Chinese couples are relatively in favor of an egalitarian division of labor in terms of both market work and housework. Japanese couples are supportive of traditional specialization, with the wives flexibly shifting their efforts between market work and housework. Korean couples are under pressure from conflicts between the wife‘s labor force participation and the traditional division of labor in the household.Division of household labor, gender difference, marital satisfaction

Relative income and happiness in Asia: Evidence from nationwide surveys in China, Japan, and Korea

This study attempts to examine relative income effects on perceived happiness in three major Asian countries -- China, Japan, and Korea -- in comparison with the United Sates, on the basis of largely comparable nationwide surveys in these countries. Consistent with the results from previous studies in Western countries, comparisons with an individual's own income and average income of the reference group are significantly associated with the individual's perceived happiness in Asia. The associations between relative income and happiness are stronger for individual income than family income in China, while the opposite is true in Japan and Korea. Even after controlling for the subjective assessment of family income or personal class identification within the society as a whole, income comparisons within the reference group matter for assessing happiness, especially when using family income for comparisons. Moreover, relative deprivation within the reference group, which is measured by the Yitzhaki index, is negatively related to happiness, providing more evidence for the validity of the relative income hypothesis.Relative income, Relative deprivation, Asia

Child poverty as a determinant of life outcomes: Evidence from nationwide surveys in Japan

We attempt to examine the extent to which poverty in childhood adversely affects success in adulthood, using micro data from nationwide surveys in Japan and taking into account the recursive structure of life outcomes. We use retrospective assessments of income class at the age of 15, because longitudinal data on household income are not available. After controlling for its endogeneity, we confirm that children from poor families tend to have lower educational attainment, face higher poverty risks, and assess themselves as being less happy and as suffering from poorer health.Child poverty, Educational attainment, Poverty risk, Happiness, Self-rated health