Why have Educational Evaluators Chosen Not to Do Randomized Experiments?

This article analyzes the reasons that have been adduced within the community of educational evaluators for not doing randomized experiments. The objections vary in cogency. Those that have most substance are not insurmountable, however, and strategies are mentioned for dealing with them. However, the objections are serious enough, and the remedies partial enough, that it seems hardly warranted to call experiments the “gold standard” of causal inference. Yet even if they are not perfect in research practice, this article shows how they are logically and empirically superior to all currently known alternatives. The article particularly addresses the objection that school personnel will not accept experiments. It shows that hundreds of them have been done there by researchers with backgrounds in psychology and public health who study the prevention of unhealthy behaviors. But experiments are much rarer among researchers trained in education who study changing academic performance. Reasons are adduced for this difference in academic culture within school-based research.

[1]  Paul E. Peterson,et al.  The Education Gap: Vouchers and Urban Schools , 2003 .

[2]  S. Glazerman Nonexperimental Replications of Social Experiments A Systematic Review Interim ReportDiscussion Paper , 2002 .

[3]  Howard S. Bloom,et al.  Can Nonexperimental Comparison Group Methods Match the Findings from a Random Assignment Evaluation of Mandatory Welfare-to-Work Programs? , 2002 .

[4]  J. Love,et al.  Early Head Start: A dynamic new program for infants and toddlers and their families , 2002 .

[5]  F. Mosteller,et al.  Evidence matters : randomized trials in education research , 2002 .

[6]  R. Hollister,et al.  How Close Is Close Enough?: Testing Nonexperimental Estimates Of Impact Against Experimental Estimates Of Impact With Education Test Scores As Outcomes , 2002 .

[7]  J. Kemple Career Academies: Impacts on Students' Initial Transitions to Post-Secondary Education and Employment. , 2001 .

[8]  Steven A. Stahl,et al.  Systematic Phonics Instruction Helps Students Learn to Read: Evidence from the National Reading Panel’s Meta-Analysis , 2001 .

[9]  T. Shanahan,et al.  Phonemic Awareness Instruction Helps Children Learn to Read: Evidence From the National Reading Panel's Meta-Analysis , 2001 .

[10]  W. Shadish,et al.  Experimental and Quasi-Experimental Designs for Generalized Causal Inference , 2001 .

[11]  Jeffrey A. Smith,et al.  Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators? , 2000 .

[12]  Thomas D. Cook,et al.  The false choice between theory‐based evaluation and experimentation , 2000 .

[13]  Thomas D. Cook,et al.  Comer's School Development Program in Chicago: A Theory-Based Evaluation , 2000 .

[14]  J. Layzer,et al.  Effectiveness of a comprehensive, five-year family support program for low-income children and their families: findings from the comprehensive child development program , 2000 .

[15]  Thomas D. Cook,et al.  Comer's School Development Program in Prince George's County, Maryland: A Theory-Based Evaluation , 1999 .

[16]  Gary W. Ritter,et al.  The Political and Institutional Origins of a Randomized Controlled Trial on Elementary School Class Size: Tennessee's Project STAR , 1999 .

[17]  William R. Shadish,et al.  Comment—Design rules: More steps toward a complete theory of quasi-experimentation , 1999 .

[18]  J. Witte The Milwaukee Voucher Experiment , 1998 .

[19]  J. Durlak,et al.  Evaluation of Indicated Preventive Intervention (Secondary Prevention) Mental Health Programs for Children and Adolescents , 1998, American journal of community psychology.

[20]  M. Vinovskis Changing Federal Strategies for Supporting Educational Research, Development, and Statistics. , 1998 .

[21]  James J. Heckman,et al.  Characterizing Selection Bias Using Experimental Data , 1998 .

[22]  Thomas D. Cook,et al.  Design elements of quasi-experiments , 1998 .

[23]  P. Peterson,et al.  The Effectiveness of School Choice in Milwaukee: A Secondary Analysis of Data from the Programs Evaluation , 1998 .

[24]  Eric A. Hanushek,et al.  The Evidence on Class Size , 1998 .

[25]  C. Henderson,et al.  Long-term effects of home visitation on maternal life course and child abuse and neglect. Fifteen-year follow-up of a randomized trial. , 1997, JAMA.

[26]  M. Dynarski,et al.  Helping High-Risk Youths: Results from the Alternative Schools Demonstration Program , 1997 .

[27]  J. Durlak,et al.  Primary Prevention Mental Health Programs: The Future is Exciting , 1997, American journal of community psychology.

[28]  J. Durlak,et al.  Primary Prevention Mental Health Programs for Children and Adolescents: A Meta-Analytic Review , 1997, American journal of community psychology.

[29]  C. Rouse,et al.  Private School Vouchers and Student Achievement: An Evaluation of the Milwaukee Parental Choice Program , 1997 .

[30]  Frederick Mosteller,et al.  Sustained Inquiry in Education: Lessons from Skill Grouping and Class Size , 1996 .

[31]  R. Elmore Getting to Scale with Good Educational Practice , 1996 .

[32]  T. Kuhn The structure of scientific revolutions, 3rd ed. , 1996 .

[33]  C. Ramey,et al.  Cognitive and School Outcomes for High-Risk African-American Students at Middle Adolescence: Positive Effects of Early Intervention , 1995 .

[34]  Philip K. Robins,et al.  Evaluating Program Evaluations: New Evidence on Commonly Used Nonexperimental Methods , 1995 .

[35]  J. Connell,et al.  New Approaches to Evaluating Community Initiatives. Concepts, Methods, and Contexts. Roundtable on Comperhensive Community Initiatives for Children and Families. , 1995 .

[36]  Mark W. Lipsey,et al.  The efficacy of psychological, educational, and behavioral treatment. Confirmation from meta-analysis. , 1993, The American psychologist.

[37]  H. Barnes,et al.  Significant Benefits: The High/Scope Perry Preschool Study Through Age 27 , 1993 .

[38]  Joshua D. Angrist,et al.  Identification of Causal Effects Using Instrumental Variables , 1993 .

[39]  A. Huston Children in poverty : child development and public policy , 1993 .

[40]  Thomas D. Cook,et al.  A quasi-sampling theory of the generalization of causal relationships , 1993 .

[41]  From causal description to causal explanation: Improving three already good evaluations of adolescent health programs , 1993 .

[42]  A. Petersen,et al.  Promoting the Health of Adolescents: New Directions for the Twenty-First Century. , 1993 .

[43]  J. Finn,et al.  Answers and Questions About Class Size: A Statewide Experiment , 1990 .

[44]  James P. Comer,et al.  Educating Poor Minority Children. , 1988 .

[45]  Carol H. Weiss,et al.  Evaluation for Decisions: Is Anybody There? Does Anybody Care?. , 1988 .

[46]  D. Palumbo,et al.  The Politics of Program Evaluation , 1988 .

[47]  Richard Scheines,et al.  Discovering Causal Structure: Artificial Intelligence, Philosophy of Science, and Statistical Modeling , 1987 .

[48]  R. Light,et al.  Evaluation practice in review , 1987 .

[49]  Rebecca A. Maynard,et al.  The Adequacy of Comparison Group Designs for Evaluations of Employment-Related Programs , 1987 .

[50]  Martin Bulmer,et al.  Social Science and Social Policy , 2021 .

[51]  P. Holland Statistics and Causal Inference , 1985 .

[52]  Thomas D. Cook,et al.  Post-positivist critical multiplism , 1985 .

[53]  R. Lalonde Evaluating the Econometric Evaluations of Training Programs with Experimental Data , 1984 .

[54]  T. Cook,et al.  Evaluation Findings in Education and Social Work Textbooks , 1983 .

[55]  L. Cronbach,et al.  Designing evaluations of educational and social programs , 1983 .

[56]  J. Z. Young,et al.  Great scientific experiments , 1982, Medical History.

[57]  J. Millman,et al.  Toward Reform of Program Evaluation , 1981 .

[58]  David J. Will A realist theory of science , 1981, Medical History.

[59]  F. Mosteller,et al.  Reporting standards and research strategies for controlled trials , 1980 .

[60]  L. Delbeke Quasi-experimentation - design and analysis issues for field settings - cook,td, campbell,dt , 1980 .

[61]  C. Weiss Using social research in public policy making , 1979 .

[62]  Gene V. Glass,et al.  Meta-Analysis of Research on Class Size and Achievement , 1979 .

[63]  T. Cook,et al.  Quasi-experimentation: Design & analysis issues for field settings , 1979 .

[64]  B. Latour,et al.  Laboratory Life: The Construction of Scientific Facts , 1979 .

[65]  Mary Lee Smith,et al.  Meta-Analysis of Research on the Relationship of Class-Size and Achievement. The Class Size and Instruction Project. , 1978 .

[66]  Caroline Whitbeck,et al.  Causation in Medicine: The Disease Entity Model , 1977, Philosophy of Science.

[67]  L. Cronbach,et al.  Aptitudes and instructional methods: A handbook for research on interactions , 1977 .

[68]  Paul Berman,et al.  Federal Programs Supporting Educational Change, Vol. VII: Factors Affecting Implementation and Continuation. , 1977 .

[69]  William R. Shadish,et al.  Evaluation studies : review annual , 1976 .

[70]  M. Garet,et al.  Reforming Educational Policy With Applied Social Research , 1975 .

[71]  M. Mclaughlin,et al.  Federal Programs Supporting Educational Change , 1975 .

[72]  D. Rubin Estimating causal effects of treatments in randomized and nonrandomized studies. , 1974 .

[73]  S. Ball,et al.  The Impact of Sesame Street On Children's First School Experiences. , 1972 .

[74]  M. Wargo ESEA Title I: A Reanalysis and Synthesis of Evaluation Data from Fiscal Year 1965 Through 1970. Final Report. , 1972 .

[75]  S. Zdep EDUCATING DISADVANTAGED URBAN CHILDREN IN SUBURBAN SCHOOLS: AN EVALUATION1 , 1970 .

[76]  J. Kean The Impact of Head Start: An Evaluation of the Effects of Head Start on Children's Cognitive and Affective Development by Victor G. Cicirelli. , 1970 .

[77]  W. Quine Ontological Relativity and Other Essays , 1969 .

[78]  R. Stake The Countenance of Educational Evaluation , 1967, Teachers College Record: The Voice of Scholarship in Education.

[79]  T. Kuhn,et al.  The Structure of Scientific Revolutions. , 1964 .

[80]  Howard S. Becker,et al.  Problems of Inference and Proof in Participant Observations , 1958 .

[81]  D. Gasking,et al.  III.—CAUSATION AND RECIPES , 1955 .

[82]  W. Quine Main trends in recent philosophy: two dogmas of empiricism. , 1951 .

[83]  W. Quine The two dogmas of empiricism , 1951 .

[84]  B. Baldwin,et al.  An Essay on Metaphysics , 1941, Nature.