Purpose: This paper aims to demonstrate how skills taxonomies can be used in combination with machine learning to integrate diverse online datasets and reveal skills gaps. The purpose of this study is then to show how the skills gaps revealed by the integrated datasets can be used to achieve better labour market alignment, keep educational…

This article describes the process and role frontline access and public service staff play in needs assessment and evaluation of user services, specifically in understanding the voice of the customer. Information includes how the University of Arizona Libraries have incorporated daily data collection into the strategic planning process, resources…

Scientists have long recognized the value of having statistical data to measure the scope and vitality of education, research, and workforce development in their fields. Such data support evidence-based policy discussions in professional and governmental forums. Since 1982, the National Science Board has been required by law to publish…

This paper shows how three critical enrollment indicators drawn from a relationship database were used to guide planning and management decisions. The paper discusses the guidelines for the development of the model, attributes needed, variables to be calculated, and other issues that may improve the effectiveness and efficiency of daily enrollment…

Issue Scanning, sometimes called Environmental Scanning, is used in many business, government, educational, and nonprofit organizations. The technique is supposed to monitor the "pulse" of the external environment. The scanning process should lessen the randomness of the information used in decision making, and it should alert managers…

An important part of strategic or long-range planning is assessing the environment external to the institution. Many statistics are already compiled by external agencies. Some sources of information are identified, an assessment classification procedures is presented, and a sample of excerpts of the results of an assessment is provided. (MLW)

Examines common assumptions about the rationality or irrationality of organizational behavior and finds that decision making occurs in a complex context that successful college/university institutional research offices must recognize and work with. Finds that emerging organizational theories suggest there are limitations on the use of data and…

A step-by-step approach is provided for developing an environmental scanning system for colleges and universities to assist them in planning for the future. The objectives of such a system are to detect social, scientific, economic, technical, and political interactions important to the organization; define potential threats and opportunities from…

The Community Assessment (CA) is the collection and analysis of information on the characteristics and needs of American Indian/Alaska Native (AIAN) Head Start/Early Head Start (HS/EHS) eligible children and families in the grantee service area and the resources available to meet those needs. The primary purpose of conducting a Community…

Both the Department of Education (ED) and the National Science Foundation (NSF) support a wide variety of studies of systemic and other educational reform in science, mathematics, and technology. Many of the studies have common or complementary purposes. To provide more comprehensive knowledge as a basis for decision making and to manage resources…

This report provides a summarized version of a larger study conducted by the Office of Technology Assessment concerning the choices that Congress and the executive branch must make in supporting U.S. science and engineering. The summary first discusses the report's origins; trends in federal research funding; and a look at federally funded…

This report analyzes what the Office of Technology Assessment (OTA) identifies as four pressing challenges for the Federal Research System in resource allocation and funding for research in the 1990s: (1) setting priorities in funding; (2) understanding trends in research expenditures; (3) preparing human resources for the future research work…

A proposal has been made that calls for the development and use of training indicators to improve planning for vocational education and training (VET) in Australia. The idea behind the proposal is to develop indicators to inform policymakers and providers in Australia about changes in the nature of training demand flowing from demographic changes…