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Pardee Center Publications

Futures Methodologies

RAND has pioneered a variety of methodologies, both for looking into the future and for conducting strategic planning. Four specific "futures" methodologies received varying amounts of methodological work – Delphi, Probabilistic Forecasts, Scenarios, and the current computer-assisted reasoning work. In addition, there is a wide variety of other methodological work related to the future that has been done over the years.

The following publications are listed in reverse chronological order. Publications that are available online will have a link to a "Full Document"; links to "Document Abstract " generally include an abstract of the publication along with ordering information.

Delphi

Delphi Assessment: Expert Opinion, Forecasting, and Group Process - 1974

Harold Sackman, R-1283-PR

Comparison of Group Judgment Techniques with Short-Range Predictions and Almanac Questions -1971

Norman Crolee Dalkey, Bernice B. Brown, R-0678-ARPA

Experimental Assessment of Delphi Procedures with Group Value Judgments -1971

Norman Crolee Dalkey, D.L. Rourke, R-0612-ARPA

The Delphi Method, IV: Effect of Percentile Feedback and Feed-In of Relevant Facts -1970

Norman Crolee Dalkey, Bernice B. Brown, S.W. Cochran, RM-6118-PR

The Delphi Method, III: Use of Self-Ratings To Improve Group Estimates - 1969

Norman Crolee Dalkey, Bernice B. Brown, S.W. Cochran, RM-6115-PR

The Delphi Method, II: Structure of Experiments - 1969

Bernice B. Brown, S.W. Cochran, Norman Crolee Dalkey, RM-5957-PR

The Delphi Method: An Experimental Study of Group Opinion - 1969

Norman Crolee Dalkey, RM-5888-PR

Delphi and Values - 1969

N.H. Rescher, P-4182

Predicting the Future - 1968

Norman Crolee Dalkey, P-3948

Experiments in Group Prediction - 1968

Norman Crolee Dalkey, P-3820

Delphi Process: A Methodology Used for the Elicitation of Opinions of Experts - 1968

Bernice B. Brown, P-3925

Systematic Use of Expert Opinions -1967

Olaf Helmer-Hirschberg, P-3721

Delphi - 1967

Norman Crolee Dalkey, P-3704

Analysis of the Future: The Delphi Method -1967

Olaf Helmer-Hirschberg, P-3558

The Use of the Delphi Technique in Problems of Educational Innovations - 1966

Olaf Helmer-Hirschberg, P-3499

Improving the Reliability of Estimates Obtained from a Consensus of Experts -1964

Bernice B. Brown, Olaf Helmer-Hirschberg, P-2986

Convergence of Expert Consensus Through Feedback - 1964

Olaf Helmer-Hirschberg, P-2973

The Systematic Use of Expert Judgment in Operations Research -1963

Olaf Helmer-Hirschberg, P-2795

An Experimental Application of the Delphi Method to the Use of Experts - 1962

Norman Crolee Dalkey, Olaf Helmer-Hirschberg, RM-727-PR

On the Epistemology of the Inexact Sciences - 1958

Olaf Helmer-Hirschberg, Nicholas Rescher, P-1513

Probabilistic Forecasts

A Probabilistic Forecasting Methodology Applied to Electric Energy Consumption -1973

Richard G. Salter, R-0993-NSF

An Experiment in Probabilistic Forecasting - 1973

Thomas A. Brown, R-0944-ARPA

Probabilistic Forecasts and Reproducing Scoring Systems - 1970

Thomas A. Brown, RM-6299-ARPA

Scenarios

An Analytic Method for Constructing Scenarios from a Subjective Joint Probability Distribution -1986

Frank A. Camm, James K. Hammitt, N-2442-EPA

Toward a Calculus of Scenarios - 1983

Carl H. Builder, N-1855-DNA

A Contextual Approach to Scenario Construction - 1973

Harvey A. DeWeerd, P-5084

Scenario Designs: An Overview - 1973

Peter DeLeon, R-1218-ARPA

Accommodating Increased Demands for Public Participation in Urban Renewal Decisionmaking - 1972

Garry D. Brewer, P-4868

Dealing with Complex Social Problems: The Potential of the "Decision Seminar," -1972

Garry D. Brewer, P-4894

UNCLE--A New Force Exchange Model for Analyzing Strategic Uncertainty Levels - 1969

Donald E. Emerson, R-0480-PR

Systems Analysis and Policy Planning; Applications in Defense - 1968

E.S. Quade, Wayne I. Boucher, R-0439-PR

Political-Military Scenarios - 1967

Harvey A. DeWeerd, P-3535

Exploratory Modeling/Computer-Assisted Reasoning

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

Robert J. Lempert, Steven Popper, and Steven C. Bankes, MR-1626-CR

A New Decision Sciences for Complex Systems - 2002

Robert J. Lempert, LRP-200205-14

Computer-Assisted Reasoning - 2002

Steven C. Bankes, Robert J. Lempert, Steven W. Popper, LRP-200103-15

Confronting Surprise - 2002

Robert J. Lempert, Steven W. Popper, Steven C. Bankes, LRP-200212-01

Robust Strategies for Abating Climate Change - 2001

Robert J. Lempert, M.E. Schlesinger, RP-904

The Emergence of Peer Competitors: A Framework for Analysis - 2001

Thomas S. Szayna, Daniel Byman, Steven C. Bankes, Derek Eaton, Seth G. Jones, Robert Mullins, Ian O. Lesser, William Grey Rosenau, MR-1346-A

Expandability of the 21st Century Army - 2000

James A. Dewar, Steven C. Bankes, Sean Edwards, MR-1190-A

New Methods for Robust Science and Technology Planning - 1998

Robert J. Lempert, James Bonomo, DB-238-DARPA

The Class of 2014: Preserving Access to California Higher Education -1998

George S. Park, Robert J. Lempert, MR-971-EDU

Weapon Mix and Exploratory Analysis: A Case Study - 1997

Arthur C. Brooks, Steven C. Bankes, Bart Bennett, DB-216/2-AF

Computational Experiments and Exploratory Modeling - 1994

Steven C. Bankes, RP-273

Validation of Exploratory Modeling - 1994

Steven C. Bankes, James Gillogly, RP-298

Exploratory Modeling: Search Through Spaces of Computational Experiments -1994

Steven C. Bankes, James Gillogly, RP-345

Exploratory Modeling for Policy Analysis - 1993

Steven C. Bankes, RP-211

Miscellaneous Futures-Related Methodologies

Toward an Assessment of Technology Gaming - 1989

James A. Dewar, P-7593

A Metaphor for Thinking About Changes in Army Doctrine - 1988

James A. Dewar, Morlie H. Levin, P-7487

A Short Guide to Electric Utility Load Forecasting - 1986

Bridger M. Mitchell, Judith Wilson Ross, Rolla Edward Park, R-3315-PSSP

Futures Studies and the Policy Sciences - 1984

Peter DeLeon, P-7000

An Approach to Long-Range Forecasting - 1981

J.E. Murray, N-1609-DIA

Qualitative Controlled Feedback for Forming Group Judgments and Making Decisions - 1979

S. James Press, P-6290

An Empirical Study of a New Method for Forming Group Judgments: Qualitative Controlled Feedback - 1979

S. James Press, M.W. Ali, C.E. Yang, P-6333

Introduction to the USAF Total Force Cost Model -1977

H.G. Massey, R-2098-AF

Toward More Effective Use of Expert Opinion: Preliminary Investigation of Participatory Polling for Long-Range Planning - 1976

Harold Sackman, P-5570

Collecting and Analyzing Expert Group Judgment Data - 1975

Alvin J. Harman, S. James Press, P-5467

Methodology for Subjective Assessment of Technological Advancement -1975

S. James Press, Alvin J. Harman, Marc Nerlove, R-1375

Gaming: Prospective for Forecasting - 1974

Garry D. Brewer, P-5178

Projecting California's Electrical Energy Demand -1973

W.E. Mooz, P-4956

Predicting Changes in Urban Form from Transportation System Changes: A Proposed Methodology -1973

John H. Enns, Burke K. Burright, Peter DeLeon, B.F. Goeller, P-4960

A Population Projection Model: Description of a Computer Program and Illustrations of Its Policy Applications - 1972

K.M. Maurer, T.P. Schultz, R-0953-AID

Population Distribution Policy: Issues and Objectives - 1972

Peter A. Morrison, P-4793

Policy and the Study of the Future: Given Complexity, Trends or Processes? - 1972

Ronald D. Brunner, Garry D. Brewer, P-4912

Social Forecasting and the Problem of Changing Values, with Special Reference to Soviet and East European Writings - 1971

Fred Charles Iklé, P-4550

An Elementary Cross-Impact Model - 1971

Norman Crolee Dalkey, R-0677-ARPA

Forecasting Asian Strategic Environments for National Security Decisionmaking: A Report and a Method - 1970

W. Wilcox, RM-6154-PR

A Policy Sciences View of Future Studies: Alternative Futures and Present Action - 1970

Yehezkel Dror, P-4305

Alternative Domestic Politics Futures (ADPF): Research Needs and Research Design - 1970

Yehezkel Dror, P-4306

An Extended Concept of 'Model.' - 1970

E.S. Quade, P-4427

Some Comments on Conceptual Frameworks for Comparing Alternatives - 1970

Gene Harvey Fisher, P-4506

The Prediction of Political Feasibility - 1969

Yehezkel Dror, P-4044

Reducing Lead-Time Through Improved Technological Forecasting: Some Specific Suggestions for More Usefully Formulated Projections of Technological Availability - 1969

D. Novick, Frederick S. Pardee, P-4122

Futures in Government - 1968

Yehezkel Dror, P-3909

New Developments in Early Forecasting of Public Problems: A New Intellectual Climate - 1967

Olaf Helmer-Hirschberg, P-3576

The Future as an Object of Research - 1967

N.H. Rescher, P-3593

The Future of Science - 1967

Olaf Helmer-Hirschberg, P-3607

Methodology of Societal Studies - 1967

Olaf Helmer-Hirschberg, P-3611

Technological Projection and Advanced Product Planning - 1967

Frederick S. Pardee, P-3622

Some Comments on the Problem of Self-Affecting Predictions -1967

R.H. Rochberg, P-3735

Long-Range Planning Through Program Budgeting -1967

D. Novick, P-3850

Futuribles - 1965

B. DeJouvenel, P-3045

Mathematical Dowsers and Digital Diviners -1965

Richard Ernest Bellman, P-3049

Social Technology - 1965

Olaf Helmer-Hirschberg, P-3063

State-of-the-Art Projection and Long-Range Planning of Applied Research -1965

Frederick S. Pardee, P-3181

Game-Simulation and Long-Range Planning -1961

Robert M. Rauner, W.A. Steger, P-2355

The Application of Random Sampling Simulation to Reliability Estimating - 1959

Sidney I. Firstman, P-1638

Comparison of Input-Output and Alternative Projections, 1929 through 1939 - 1951

Selma S. Arrow, P-239

The Prediction of Social and Technological Events - 1949

A. Kaplan, A.L. Skogstad, M.A. Girshick, P-93
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