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Biljana Mileva Boshkoska; Sagnika Sen; Pavle Boškoski – Decision Sciences Journal of Innovative Education, 2025
Traditionally, academic institutions have relied on interviews with industry representatives and alumni surveys to gauge market demand, an approach that often results in dated and limited information. In this article, we show that using real-time data from job postings in professional sites provides more direct, rich, and timely insights regarding…
Descriptors: College Curriculum, Curriculum Design, Masters Programs, Business Education
Cooper, Donna; Herzenberg, Stephen – Pennsylvania Budget and Policy Center, 2023
Pennsylvania has a fragmented, underfunded high school career-related education system. This undercuts success in college and careers for hundreds of thousands of students annually, while exacerbating skill shortages for businesses and throttling Pennsylvania's economy. Pennsylvania also has a legislature that supports career-related education on…
Descriptors: High School Students, Career Education, Labor Needs, Labor Force Development
Neelima Bhatnagar; Victoria Causer; Michael J. Lucci; Michael Pry; Dorothy M. Zilic – Information Systems Education Journal, 2024
Data analytics is a rapidly growing field that plays a crucial role in extracting valuable insights from large volumes of data. A data analytics practicum course provides students with hands-on experience in applying data analytics techniques and tools to real-world scenarios. This practicum is intended to serve as a bridge between the student's…
Descriptors: Statistics Education, Data Analysis, Practicums, Education Work Relationship
McNeill, Dennis G. – ProQuest LLC, 2013
Scholars and professionals alike contend our nation's competitive position and economic growth depends considerably on the acumen of its science, technology, engineering, and math (STEM) talent pool. In spite of current economic conditions and high national unemployment, there is an increasing demand for those skilled in technology and…
Descriptors: Engineering Education, Electronics, Associate Degrees, Qualitative Research
Weber, Katherine – Technology and Engineering Teacher, 2011
The United States' economy depends greatly on a citizenry that possesses scientific and technical skills within the fields of science, technology, engineering, and mathematics (STEM) for economic growth. In the past few decades, technological advancement has created a demand for a highly skilled workforce possessing scientific and mathematical…
Descriptors: Economic Progress, Labor Needs, Mathematics Education, Role Models
Durkee, Frank M. – 1971
This study was directed toward an examination of the legal manpower system and its response to needs in Pennsylvania. Information based on surveys is presented on: (1) lawyer-population ratios by counties, lawyer-area ratios by counties, and lawyer ratios to population and area in the State; (2) legal manpower demand in terms of correlations…
Descriptors: Labor Needs, Law Schools, Lawyers, Professional Education
Coogan, Mercy Hardie – Appalachia, 1978
Geisinger Medical Center, in rural Pennsylvania, has five residents in each year of the family-practice three-year program; the center expects most of its graduates to locate permanently nearby since experience shows that graduating residents locate within 100 miles of the site of their training. (BR)
Descriptors: Clinics, Graduate Medical Education, Labor Needs, Physicians

Harvey, Michael W. – Workforce Education Forum, 2003
Using data from Pennsylvania career and technical education, six programs with the highest numbers of students with disabilities were compared with labor demand and entry-level wages. Although there is demand in the six areas, the low wages and status of these occupations raise questions about these workers' future quality of life. (Contains 39…
Descriptors: Disabilities, Employment Opportunities, Enrollment Trends, Labor Needs
Philadelphia Youth Network, 2009
In Spring 2007, the John S. and James L. Knight Foundation awarded funds to the Philadelphia Youth Network (PYN) to undertake an analysis of Career and Technical Education (CTE) in Philadelphia, and to make recommendations on how CTE and other forms of career-connected education could better align with Philadelphia standards for college and career…
Descriptors: Vocational Education, Labor Market, Skill Development, Alignment (Education)
McNamara, James F.; Franchak, Stephen J. – 1970
This report updates the labor market information available for planning vocational education programs at the local and regional levels in Pennsylvania. To help identify occupational shortages, the report provides supply and demand statistics and projected 1975 employment by occupation for the 15 major labor market areas in the state. Additional…
Descriptors: Employment Projections, Employment Statistics, Information Needs, Labor Market
RATNER, MURIEL – 1966
THE HARRISBURG AREA COMMUNITY COLLEGE COOPERATED WITH TWO HOSPITALS IN A SURVEY OF THE AREA'S NEEDS FOR HEALTH TECHNICIANS. DATA, COLLECTED BY QUESTIONNAIRE SURVEYS OF DOCTORS AND DENTISTS AND BY INTERVIEWS WITH ADMINISTRATORS OF HOSPITALS, NURSING HOMES AND PROFESSIONAL ORGANIZATIONS, INDICATED THAT (1) A 60-PERCENT INCREASE IN HEALTH MNAPOWER…
Descriptors: Allied Health Occupations Education, Community Surveys, Labor Needs, Occupational Surveys
Atkinson, Robert D.; Mayo, Merrilea – Information Technology and Innovation Foundation, 2010
Is the United States getting it wrong when it comes to educating tomorrow's innovators in critical fields? It has been known for years that the only way to compete globally in information technology, engineering, nanotechnology, robotics and other fields is to give students the best educational opportunities possible. But do individuals have a…
Descriptors: Educational Opportunities, STEM Education, Educational Innovation, Economic Progress
Brehman, George E., Jr. – 1973
This study has 3 primary goals: (1) The development of a manpower supply-demand model for medicine in Pennsylvania; (2) Utilization of the model to make projections of physician needs for Pennsylvania from 1971-1980; and (3) A general analysis of the data particularly with regard to the current dilemma in medical care for which Pennsylvania and…
Descriptors: Educational Demand, Educational Supply, Health Education, Health Needs
Durkee, Frank M. – 1973
This study attempted to examine dental manpower and variables related to it in Pennsylvania in the context of the national dental manpower. Findings include: (1) Optimum demand, based on dental care for all in the next decade, would require 2,495 additional dentists. (2) Women find a career in dentistry to be very satisfactory but only one-half…
Descriptors: Dental Schools, Dentists, Educational Supply, Health Occupations
National Field Research Center Inc., Iowa City, IA. – 1977
This report presents existing workforce levels, training programs and career potentials and develops staffing level projections (1976-1982) based on available information for the State of Pennsylvania. The study concerns itself with the environmental pollution control areas of air, noise, potable water, pesticides, radiation, solid waste,…
Descriptors: Air Pollution, Career Opportunities, Educational Programs, Energy