What if a college major isn’t enough? Cognitive skills and the relationship between US college majors and earnings

2020 ◽  
Vol 34 (6) ◽  
pp. 410-420
Author(s):  
Karly S. Ford ◽  
Junghee Choi ◽  
David P. Baker

Policy discussions in the United States on the link between college majors and earnings have under-appreciated the role of cognitive skills. This study uses the Programme for the International Assessment of Adult Competencies, a unique data set that contains information on individual cognitive skills, college majors and earnings to investigate the relationships between them. The authors find that variation in numeracy and literacy skills is significantly associated with earnings for graduates of the same major. Also, there is an interactional effect between majors and cognitive skills to explain earnings. The findings shed light on the importance of considering cognitive skills when assessing the relationship between college majors and labour market outcomes.

2022 ◽  
Vol 47 ◽  
Author(s):  
Clara H. Mulder ◽  
Isabel Palomares-Linares ◽  
Sergi Vidal

Migration is often viewed as a way to enhance occupational careers. However, particularly in Mediterranean countries, labour market outcomes may also depend on local family resources. We investigate how men’s and women’s labour market outcomes differ between (1) those who migrated and those who did not; and (2) those who live close to family and those who live farther away. Our main contributions are the investigation of the association between migration and labour market outcomes in a different context than the more commonly studied Northern and Western European countries and the United States, and of the role of living close to family in labour market outcomes. We used a sample of labour market participants from the “Attitudes and Expectations About Mobility” survey, conducted in Spain in 2019. Our results show that the likelihood of being a professional is greater for women who migrated than for those who did not, and that the likelihood of being unemployed or in a temporary job is lower for women who live close to family than for those who do not, but neither association was found for men. The finding for living close to family is in line with the notion that nearby family may protect women in particular from precarious labour market positions. The finding for migration differs from previous findings for Northern and Western Europe and the United States, which indicate that migration is beneficial to men in particular. This difference might be specific to a low-migration context, but data limitations prevent firm conclusions.


2021 ◽  
Vol 7 (2) ◽  
pp. 205630512110088
Author(s):  
Colin Agur ◽  
Lanhuizi Gan

Scholars have recognized emotion as an increasingly important element in the reception and retransmission of online information. In the United States, because of existing differences in ideology, among both audiences and producers of news stories, political issues are prone to spark considerable emotional responses online. While much research has explored emotional responses during election campaigns, this study focuses on the role of online emotion in social media posts related to day-to-day governance in between election periods. Specifically, this study takes the 2018–2019 government shutdown as its subject of investigation. The data set shows the prominence of journalistic and political figures in leading the discussion of news stories, the nuance of emotions employed in the news frames, and the choice of pro-attitudinal news sharing.


2005 ◽  
Vol 78 (3) ◽  
pp. 207-232 ◽  
Author(s):  
Josipa Roksa

Although college graduates earn substantial labor market rewards, not all college degrees are rewarded equally. Graduates who majored in female-dominated fields earn substantially lower incomes than do graduates who majored in male-dominated fields. Income differentials that are associated with different types of college majors are extensively noted but poorly understood. This article advances the previous literature by examining how college major affects the labor market outcomes of college graduates through its relationship with employment sector. The results show that graduates of female-dominated fields are disproportionately employed in public and nonprofit organizations, which offer lower monetary rewards but facilitate access to professional and managerial positions. Notably, college major and employment sector interact in ways that reduce income penalties and enhance the occupational location of graduates of female-dominated fields who work in public and nonprofit settings. These findings highlight the importance of considering organizational context in the study of labor market outcomes, particularly when examining the gendered character of educational credentials and occupations.


2016 ◽  
Vol 29 (3) ◽  
pp. 37-52 ◽  
Author(s):  
Wenhong Luo

The inclusion of the CIO in the top management team (TMT) is one indicator of how top executives view the role of IT within their firms. This study draws upon the upper echelons theory to examine the organizational factors contributing to the CIO inclusion. A panel data set is used to empirically test the hypotheses. The results show that TMT age and firm diversification are found to be linked to the CIO inclusion. The study contributes to an understanding of the relationship between the CIO and TMT and provides a potential measure of IT importance within firms.


2021 ◽  
Vol 17 (4) ◽  
pp. 91-119
Author(s):  
Victor Osadolor ◽  
◽  
Kalu Emmanuel Agbaeze ◽  
Ejikeme Emmanuel Isichei ◽  
Samuel Taiwo Olabosinde ◽  
...  

PURPOSE: The paper focuses on assessing the direct effect of entrepreneurial self-efficacy and entrepreneurial intention and the indirect effect of the need for independence on the relationship between the constructs. Despite increased efforts towards steering the interest of young graduates towards entrepreneurial venture, the response rate has been rather unimpressive and discouraging, thus demanding the need to account for what factors could drive intention towards venture ownership among graduates in Nigeria. METHODOLOGY: A quantitative approach was adopted and a data set from 235 graduates was used for the study. The data was analyzed using the partial least square structural equation model (PLS-SEM). FINDINGS: It was found that self-efficacy does not significantly affect intention. It was also found that the need for independence affects entrepreneurial intention. The study found that the need for independence fully mediates the relationship between entrepreneurial self-efficacy and entrepreneurial intention. PRACTICAL IMPLICATIONS: This paper provides new insight into the behavioral reasoning theory, through its application in explaining the cognitive role of the need for independence in decision-making, using samples from a developing economy. ORIGINALITY AND VALUE: The study advances a new perspective on the underlining factors that account for an entrepreneur’s intent to start a business venture, most especially among young graduates in Nigeria, through the lens of the behavioral reasoning theory. We further support the application of the theory in entrepreneurship literature, given the paucity of studies that have adopted the theory despite its relevance.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mehdi Barati ◽  
Hadiseh Fariditavana

PurposeThe purpose of this study is to first assess how the US healthcare financing system is influenced by income variation. Then, it examines whether or not the impact of income variation is asymmetric.Design/methodology/approachFor the analyses of this paper, the autoregressive distributed lag (ARDL) model is implemented to a data set covering the period from 1960 to 2018.FindingsThe results provide evidence that major funding sources of aggregate healthcare expenditure (HCE) respond differently to changes in income. The results also imply that the effect of income is not always symmetric.Originality/valueMany studies have attempted to identify the relationship between income and HCE. A common feature of past studies is that they have only focused on aggregate HCE, while one might be interested in knowing how major funders of aggregate HCE would be affected by changes in income. Another common feature of past studies is that they have assumed that the relationship between income and HCE is symmetric.


2010 ◽  
Vol 112 (4) ◽  
pp. 1008-1037 ◽  
Author(s):  
J. Douglas Willms

Background Findings from several international studies have shown that there is a significant relationship between literacy skills and socioeconomic status (SES). Research has also shown that schools differ considerably in their student outcomes, even after taking account of students’ ability and family background. The context or learning environment of a school or classroom is an important determinant of the rate at which children learn. The literature has traditionally used school composition, particularly the mean SES of the school, as a proxy for context. Focus of Study This study examines the relationships among school composition, several aspects of school and classroom context, and students’ literacy skills in science. Population The study uses data from the 2006 PISA (Programme for International Student Assessment) for 57 countries. PISA assesses the knowledge and life skills of 15-year-old youth as they approach the end of their compulsory period of schooling. Research Design Secondary analyses of the data describe the socioeconomic gradient (the relationship between a student outcome and SES) and the school profile (the relationship between average school performance and school composition) using data for the United States as an example. The analyses demonstrate two important relationships between school composition and the socioeconomic gradient and distinguish between two types of segregation, referred to as horizontal and vertical segregation. The analyses discern the extent to which school composition and classroom and school context separately and jointly account for variation in student achievement. Findings The results show that school composition is correlated with several aspects of school and classroom context and that these factors are associated with students’ science literacy. Literacy performance is associated with the extent to which school systems are segregated “horizontally,” based on the distribution among schools of students from differing SES backgrounds, and “vertically,” due mainly to mechanisms that select students into different types of schools. Conclusions An understanding of socioeconomic gradients and school profiles for a school system is critical to discerning whether reform efforts should be directed mainly at improving the performance of particular schools or at striving to alter policies and practices within all schools. Both horizontal and vertical segregation are associated with lower student outcomes; therefore, we require a better understanding of the mechanisms through which students are allocated to schools. When the correlation of school composition with a particular contextual variable is strong, it calls for policies aimed at increasing inclusion or differentially allocating school and classroom resources among schools serving students of differing status.


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