The objective of this work is to predict the employment rate of students based on the information in the SSM (student status management) in colleges and universities. Firstly, the relevant content of SSM is introduced. Secondly, the BP (Back Propagation) neural network, the LM (Levenberg Marquardt) algorithm, and the BR (Bayesian Regularization)…

In the educational policy of Russia, considerable space is devoted to questions of how to bring the professional and qualification structure of cadre training on the different levels of professional education into conformity with the needs of the labor market. To accomplish these tasks it will be necessary, as is pointed out in the "Report on…

Since 1988, researchers have monitored the extent and severity of the chronic special education (SE) faculty shortage. The present study sought to add to this knowledge base by (a) gathering data on the supply and demand of leadership personnel in SE since the "2001 Faculty Shortage Study"; (b) combining and comparing these data with other sources…

Within universities there is often still an implicit assumption that the doctorate is preparation for an academic career. Yet for over a decade there has been evidence in a number of Organisation for Economic Cooperation and Development (OECD) countries that there are increasing numbers of students undertaking a doctorate and that larger…

In recent years, the level of participation and attainment by Indigenous Australians in education and training has improved, yet substantial gaps still exist between Indigenous Australians and non-Indigenous Australians. Education has to be a key focus if the gap between Indigenous and non-Indigenous employment rates is to be closed. This report…

After declining steadily for more than a century, the number of Americans working for themselves has begun to stabilize. Data regarding distribution by race, sex, and age as well as by occupation and industry are tabulated for the period 1967 to 1973, and cyclical relationships analyzed. (MW)

This report provides information about the number and characteristics of doctoral level engineers and scientists in primarily energy-related activities for 1975. The data included are part of an attempt to monitor the supply and demand of energy technology professionals. Chapter titles which indicate the types and arrangement of data are: (1)…

Since 1950, social changes and employment-retirement experiences have contributed to a dramatic increase in labor force participation rates for women, a slower but steady decline for men, and a mixed pattern for teenagers. Tables and charts depict data analyzed in the text. (MF)

Suggests both the need and the methods for disaggregating the goal of full employment. Analyzes the categories of age, sex, race, and marital and economic status in determining the composition of unemployment. Stresses the need for measures that would reduce unacceptably high unemployment rates. Statistical tables examine the distribution of…

Data from both the 1970 and the 1980 Census are used to determine changes and trends in artist occupations and in the numbers of artists. The effects of changes in methods utilized to count artists in the 1980 Census are outlined, and estimated rates of growth by artist occupations are provided. The percentage of women artists, the ethnic…

A study was conducted to identify and organize a discussion of the most important issues to be considered in building or modifying an occupational employment projection system to best suit local area conditions and information needs. After a review of information-generating techniques in use by various public agencies, state offices and the Bureau…

This document describes the job opportunities forecast system which provides estimates of total job openings expected to be available in the Washington State Labor market annually through 1985. (The forecast has been keyed to occupational skills consistent with educational programs in the state. This edition of the forecast has been expanded to…

Analyzes employment and wages of recently legalized immigrants using the Legalization Application Processing System file which is based on individual records of amnesty applicants and draws comparisons with sample of foreign-born population from Current Population Surveys of 1983, 1986, and 1988. Among demographic differences of total foreign-born…

Details process of determining a child welfare agency's actual dollar costs directly attributed to protective services staff turnover, using the agency's human resources database and interviews with administrative personnel. Provides formulas and process for calculating specific cost elements due to employee separation, replacement, and training.…

The Louisiana Occupational Training Information System (LOTIS) has provided a series of analyses of current employment, demand for replacement personnel, and supply of workers in each state planning district and for each occupational category. Phase five of LOTIS gathered data for basically all non-agricultural workers in the state. The survey…