Rand’s research while affiliated with Santa Monica College and other places

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Publications (3)


Shaping the Next One Hundred Years: New Methods for Quantitative Long-Term Policy Analysis
  • Book
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January 2003

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1,085 Citations

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Rand

Most futurists would agree that long term forecasts (35-200 years) are very difficult and many have been discouraged by the failure of the much-heralded Club of Rome Limits to Growth forecasts of the early 70s and the unexpected and sudden end of the Cold War in the early 90s. To celebrate the World's Columbian Exposition in Chicago in 1893 74 noted commentators from many fields were asked to predict what American life would be like in the 1990s. One commentator wrote that by the 1990s most businesses would communicate by means of electric transmissions while another suggested that rising productivity would result in a maximum three-hour workday. This contrast illustrates the central challenge of long term forecasting—any single description or model of the future is almost certain to prove wrong. However a diverse set of future visions may capture something important about the future that will actually transpire but we cannot identify the accurate scenarios at the time we make our forecast. This was the starting point for the Long Term Policy Analysis (LTPA) project of the RAND Pardee Center. The latter's mission is to develop methods to enhance the overall future quality and condition of human life by improving long-range global policy and forecasting methods. The RAND methods consider large ensembles (hundreds to millions) of scenarios; seek robust not optimal strategies; achieve robustness through adaptive strategies and design software and analytic methods for the interactive exploration of the multiplicity of plausible futures. The authors illustrate this approach in detail using the example of global sustainable development. The RAND approach differs from others first in use of computer software to generate many scenarios. Second, it does not seek optimal strategies to achieve somebody's long term expectations but rather near term strategies that are robust in the sense that they perform reasonably well compared to the alternatives across a wide range of plausible scenarios and value systems. Furthermore LTPA strategies must adapt or evolve over time in response to new information so as to shape options available to future generations.

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Figure 1-Pension Plan NRA for Wage Workers in the HRS and ELSA
Figure 2-Pension Plan ERA for Wage Workers in the HRS and ELSA
Figure 3-Observed Percentage Transitioning to Retirement Between Waves by Employment Class in the HRS and ELSA
Figure 4-Predicted Percentage Transitioning to Retirement Between Waves by Employment Class in the HRS and ELSA
Table 4 -Pension Coverage by Employment Class and Self-Employment Category in the HRS and ELSA (percent distribution)
Retirement Transitions of the Self-employed in the United States and England

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6 Citations

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Rand A Lynn

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Rand Karoly

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Rand

Getting SAS ® to Play Nice With Others: Connecting SAS ® to Microsoft SQL Server Using an ODBC Connection

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Getting SAS to interact with other databases is often vital to the success of a project, but this can be a problem when SAS and the databases being used are on different platforms. This paper discusses connecting SAS to a Microsoft SQL Server from both PC and Linux environments using SAS/ACCESS and the odbc engine. The paper also discusses the role the Libname Statement and the Pass Through Facility play in this connection. Proc SQL, macro variables, and some basic SQL settings and syntax will be discussed to demonstrate the power of this connection. Finally, UnixODBC and FreeTDS are discussed as third-party tools in getting the Linux environment set up.

Citations (2)


... RDM studies then focus on assessing the robustness of policy decisions to uncertainty and on clarifying the conditions under which policies fail to meet policymakers' goals. Analysis of the results focuses on identifying robust strategies that perform well across many plausible futures rather than optimizing for a single set of assumptions (110,111). RDM's focus on clarifying the conditions under which policymakers' goals can be achieved is particularly relevant for HIV elimination efforts as policymakers seek combinations of policy interventions that can achieve HIV elimination goals. ...

Reference:

Incorporating social determinants of health into agent-based models of HIV transmission: methodological challenges and future directions
Shaping the Next One Hundred Years: New Methods for Quantitative Long-Term Policy Analysis

... Moreover, part of the exit frequencies at ages 62 and 65 for individuals with a DB pension are likely to be due to their pension plan's characteristics, rather than Social Security provisions: the most common ages in the distribution of normal retirement ages for DB pension holders are 65 and 62, followed by 55, and the rest distributed between 56 and 60. The most common early retirement ages are 62 and 55 (Karoly, Maestas and Zissimopoulos, 2006). ...

Retirement Transitions of the Self-employed in the United States and England