Match or mismatch? The employment of immigrant engineers in Canada's labor force

Using major field of study and labor force data from the 1996 Canadian census, this paper assesses variations in the correspondence between training in engineering fields and employment patterns. Following a review of the issues associated with under-valuation of credentials, comparisons are made between Canadian born men age 30–54 and permanent residents who immigrated at children and those who immigrated at age 28 or later with respect to labor force participation, employment, and occupational location. Permanent residents who immigrated as adults are assumed to be foreign trained. Compared to the Canadian born and to those immigrating as children, this group is the least likely to be in the labor force or employed. When employed, they are less likely to have either manager, engineering or technical occupations, and most likely to be employed in other occupations. This slippage between training and occupational location is the greatest for those permanent residents with only Bachelors degrees. In part, these aggregate findings reflect recency of arrival of those immigrating as adults. For this group, mis-match is strongest within the first few years of arriving in Canada. Men with engineering training who have been in Canada 15 years or more and/or who have Masters and Ph.D. degrees have employment patterns and occupational profiles that more closely correspond to those of their Canadian-born counterparts or those arriving as children.     

Stigma as a barrier to engaging in mental health services among adolescents who survive natural disasters

Many barriers impact the utilization of mental health services among adolescents who survive natural disasters. Although stigma has been identified as one of these barriers, minimal work examines the etiological factors that impact stigma and how these factors operate in perpetuating stigma among adolescents after a disaster. Understanding the role that stigma plays is a critical step to raising awareness of the cognitive and behavioral processes that preserve adolescents’ well-being, timely attainment of developmental milestones, and the potential for engagement in meaningful opportunities. We modify an existing adolescent self-stigma model to better understand how youth might respond psychologically to natural disasters both immediately after the event as well as during the long-term recovery phase. Future empirical research should assess the validity of these barriers within the suggested temporal framework. If this proposed conceptual piece is validated, interventions could be designed that directly address the role of stigma.     

Exploring Epistemologies: The Debate Continues

ABSTRACT

Stigma is a significant barrier to recovery and full community inclusion for people with mental illnesses. Social work educators can play critical roles in addressing this stigma, yet little is known about their attitudes. Social work educators were surveyed about their general attitudes about people with mental illnesses, attitudes about practice with people with mental illnesses, and attitudes about students with mental illnesses. On average, educators’ general and practice attitudes were not negative. However, respondents did view a student with a mental illness differently from a “typical social work student.” Findings suggest that we, as social work educators, must raise our awareness and address our own attitudes to support students and uphold our social work values.     

The Effects of Price Aggregation Bias in Systems of Demand Equations

This article illustrates the importance of maintaining consistent levels of aggregation between prices and quantities when estimating consumer demand functions. The impact of violating this condition is quantified by using summary performance measures and estimates of demand elasticity biases. Results derived from an application of 1972–1973 Consumer Expenditure Survey data and supported with a quasi-Monte Carlo experiment consistently indicate that the point estimates of demand elasticities are significantly biased. Thus the study indicates the importance of developing and maintaining price indexes disaggregated to the same level as the expenditure data in consumer expenditure and budget surveys.     

Selection buasubg parameters in adaptive ridge regression estimators

Strawderman's family of regression estimators is considered. The choice of the scalars wbich characterize the biasing parameter is studied by obtaining the bias vector and the mean squared error matrix.