Academic literature on the topic 'Fairlie’s Decomposition'

Background: China’s older rural-to-urban migrant workers (age 50 and above) are growing old, but comparative health research on older rural-to-urban migrants in China is still in its infancy. The aim is to explore the health status of older rural-to-urban migrant workers in China; as well as to identify health disparity between older rural-to-urban migrant workers and older rural dwellers. Methods: This study employed self-assessed health status (SAH) and chronic disease condition to explore the health status. Coarsened exact matching (CEM) was employed to improve estimation of causal effects. Fairlie’s decomposition analysis was conducted to find the health disparity. Results: Older rural-to-urban migrant workers were more prone to suffer from chronic diseases, but they had higher SAH when comparing older rural dwellers. Fairlie’s decomposition analysis indicated 10.44% of SAH disparities between two older groups can be traced to bath facility; 31.34% of chronic diseases disparities can be traced to educational attainment, sleeping time and medical scheme. Conclusions: This is the first comparative study examining health disparity focusing on older rural-to-urban migrant workers. Our study highlighted substantial health disparities between older rural-to-urban migrant workers and their older rural dwellers. Based on the contributing factors, government should take the drivers of health disparities into consideration in policy setting.

We investigated racial/ethnic differences in high return investment ownership using the 2010 Survey of Consumer Finances (SCF). Logistic regression analysis shows that even after controlling for income, risk tolerance, education, and other factors, Black and Hispanic households are less likely to hold high return investments than White households, but Asian/Other households are not different from White households. Based on results from decomposition methods, if the households with Black and with Hispanic respondents have the same characteristics and risk tolerance as White households, the racial/ethnic gap in high return investment ownership would be narrowed, but still exists. The Fairlie decomposition method might be more reasonable to use for decomposition analyses than the Blinder-Oaxaca method.

This study aims to analyze the gender dimension of financial inclusion in MENA countries. Using the World Bank’s 2017 Global Findex Database, it explores the underlying factors of gender differences in formal financial services usage via Fairlie decomposition method. The findings of the study indicate that a significant portion of the disparity in financial inclusion is attributable to employment, while age and tertiary education are also found as contributing factors to the financial inclusion gap. Another notable finding is that upper income quintiles contribute positively to the gender gap, indeed to a greater extent compared to lower income groups.

This paper investigated the determinants of the gender gap in financial inclusion in Namibia, a country where women are more financially included than men. We employed the probit model to identify the determinants of financial inclusion and the Fairlie decomposition to examine the contribution of these factors to the gender gap in financial inclusion. The results suggest that the observed gender gap in financially included is insignificant. We found that individual characteristics such as financial literacy, educational attainment and proximity to financial institutions, contribute positively and significantly to the observed gender gap. Thus, any policy action geared towards improving the level of financial inclusion of disadvantaged women should focus on enhancing their level of education, financial knowledge and access (proximity) to financial institutions. However, the contribution of other individual and household characteristics cannot be completely ignored.

AbstractIn the last 20 years there is a sharp decline in collective bargaining coverage in Germany. Research on the determinants of collective bargaining shows: subscribing to a sectoral bargaining system depends on several structural factors, like firm size, branch affiliation, owner-ship, firm age and work force composition. Parameter that – at least partly - were subject to considerable changes in the last two decades. With data of the IAB establishment panel we want to determine which part of the decline in collective bargaining coverage is due to structural change. We use a decomposition technique (Fairlie 2005) to break down the differences in coverage between 1998 and 2016. Further-more we take a look at distinct subgroups of establishments (along firm size). Our findings show that there is some influence of structural factors on the decline of collective bargaining coverage in the long run. And there are considerable differences between small and large firms with the decisions of the latter being more dependent on structural change.

This article investigates the patterns of household cooking fuel choice and its determining factors for various socio-religious groups in rural India using NSS 68th Consumption Expenditure round. The article also studies how the inter-household gaps result in many levels of Liquefied Petroleum Gas (LPG) access for households belonging to various socio-religious groups. In this regard, the application of a logistic model for the considered socio-religious groups highlights the importance of income and the education level of different members of the households. Further, the differences in the probability of access to LPG among various socio-religious groups, with respect to upper caste Hindus, are decomposed using Fairlie decomposition method. The gap in income determines a major proportion of the gap, followed by the education level of the members. We also find that the Scheduled Tribes (STs) face the problem of availability of LPG, while other socio-religious groups, when compared to upper caste Hindus, either face affordability issues or possess a taste for traditional fuel.

Objectives: Exploring determinants underlying disparities in full vaccination coverage (FVC) can contribute to improved immunization interventions. FVC and its risk factors in Zhejiang province have been studied, yet the determinants explaining the rural–urban disparity in FVC have not been studied. This study aimed to disentangle the factors explaining rural–urban disparities in FVC of vaccine doses scheduled during the first year of life in Zhejiang province. Methods: We used data from a vaccination coverage survey among children aged 24–35 months conducted in 2016. The outcome measure was full vaccination status, and the grouping variable was the area of residence. Descriptive statistics were used to analyze the FVC and rural–urban residence across the exposure variables. The Fairlie decomposition technique was used to decompose factors contributing to explaining the FVC disparity. Results: There were 847 children included in this study, of which 49.6% lived in a rural area. FVC was 94% in rural areas and 85% in urban areas. A disparity of 9% to the advantage of the rural areas and the exposure variables explained 81.1% of the disparity. Maternal factors explained 49.7% of the explained disparity with education, occupation, and ethnicity being the significant contributors to the explained disparity. Children’s birth order and immigration status contributed somewhat to the explained inequality. Conclusion: There was a significant disparity in FVC in Zhejiang province, a disadvantage to the urban areas. Policy recommendations or health interventions to reduce the inequality should be focused on eliminating poverty and women’s illiteracy, targeted at migrant children or children from minority ethnicities.

Purpose – Older people are often perceived to be a drain on health care resources. This ignores their caring contribution to the health care sector. The purpose of this paper is to address this imbalance and highlight the role of older people as carers. Design/methodology/approach – The study uses a unique data set supplied by a charity. It covers 1,985 caregivers, their characteristics, type and amount of care provided and the characteristics and needs of those cared-for. Binary and ordered logistic regression is used to examine determinates of the supply of care. Fairlie-Oaxaca-Blinder decompositions are used to disentangle the extent to which differences in the supply of care by age are due to observable endowment effects or coefficient effects. Nationally representative British Household Panel Survey data provide contextualization. Findings – Older caregivers are more intensive carers, caring for longer hours, providing more co-residential and personal care. They are therefore more likely to be in greater need of assistance. The decompositions show that their more intensive caring contribution is partly explained by the largely exogenous characteristics and needs of the people they care for. Research limitations/implications – The data are regional and constrained by the supplier's design. Social implications – Older carers make a significant contribution to health care provision. Their allocation of time to caregiving is not a free choice, it is constrained by the needs of those cared-for. Originality/value – If the burden of care and caring contribution are measured by hours supplied and provision of intimate personal care, then a case is made that older carers experience the greatest burden and contribute the most to the community.

Purpose – The relationship between religiosity and female labour market attainment has been widely investigated for the USA; however, no comparable study has been undertaken for the Canadian context. The purpose of this paper is to redress this critical oversight of the literature by examining the impact of religiosity on Canadian female labour supply, both at extensive and intensive margins. Design/methodology/approach – Using data from the Canadian Ethnic Diversity Survey, the authors consider all the measurable dimensions of religiosity, for the pooled sample, as well as by religious group. A wide array of control variables is included in the regressions to insure the reliability of the estimates. Findings – The authors find that overall religiosity inversely relates to female labour supply in Canada. When the impact of religiosity is assessed on a by religion basis, it is revealed that Protestant females are penalized, by far the most. Practical implications – The result is comparable with the pattern uncovered in the USA for Conservative Protestant females. Unlike what can be expected, no statistically significant difference is detected between religious-nones and Catholics, suggesting a convergence of gender ideologies. Originality/value – The investigation reveals interesting patterns that not only contribute to the current state of literature, but also motivate future research. Fairlie and Oaxaca-Blinder decomposition techniques are also used to further explore attainment gaps among the religious groups.

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Objetivou-se analisar, em geral, os determinantes do acesso a medicamentos prescritos no âmbito do Sistema Único de Saúde- SUS nas regiões brasileiras, que tiveram prescrição no próprio sistema público e identificar possíveis determinantes das disparidades regionais deste acesso. Analisaram-se dados da Pesquisa Nacional de saúde – PNS em 2013. Através de métodos econométricos multivariados. A amostra foi composta por indivíduos que tiveram medicamentos receitados no SUS nas duas semanas anteriores à entrevista (n=11.910). A variável dependente foi o acesso à totalidade dos remédios receitados no sistema. Pouco menos da metade da população que teve medicamentos prescritos os obteve no próprio sistema público, número mais elevado entre os habitantes das regiões sul e sudeste, os de raça não branca, com menor escolaridade e entre aqueles que residem em domicílios cadastrados na Estratégia de Saúde da Família (ESF). As diferenças do acesso foram bem expressivas quando comparadas entre as regiões do Brasil. Os resultados reforçam a necessidade de políticas que diminuam as desigualdades no acesso a medicamentos no país.
This study aimed to describe the prevalence of access to medicines in the Brazilian Unified National Health System and associated factors among patients that received prescriptions in the public system. The study analyzed data from the National Health Research (2013). Through the micro processing data in STATA 12 program, using the logistic regression method. The sample consisted of individuals with prescription written in the National Health System in the two weeks prior to the interview (n = 11.910). The dependent variable was the access to all the prescribed medicines inside the system itself. Slightly fewer half of the sample with prescriptions received the medicines in public health system; the proportions were higher in the South of Brazil, among black patients, those with less schooling and lower income and those registered in the Family Health Strategy. Differences access was very expressive when compared in the regions of Brazil. As evidenced by the Fairlie technique. The results emphasize the need for public policies to decrease inequalities in access to medicines and strengthen the actions of pharmaceutical care in Brazil.

This thesis focuses on gender based differences in occupational allocation in Central-European countries, i.e. in Croatia, the Czech Republic, Hungary, Poland, Slovakia and Slovenia. The main goal is to find out how much of the gender differences is related to women being equipped with higher/lower human capital in comparison to men. This thesis uses data from 2010 Life in Transition Survey provided by the European Bank for Reconstruction and Development. Focus will be placed on white/blue collar occupations split. For the empirical analysis an extension of the Oaxaca-Blinder decomposition for binary dependent variable model provided by Fairlie (2005) will be used.