(c) 2011 Richard P Phelps
Nonpartisan Education Review / Resources
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The Effect of Testing on Achievement: Meta-Analyses and Research Summary, 1910–2010
Source List, Effect Sizes, and References for Survey Studies
The text of this study is published in the International Journal of Testing. The study summarizes the research literature on the effect of testing on student achievement, which comprises several hundred studies conducted from the early 20th century to the present day. Only survey studies, however, are included here (N studies = 247; N effects = 813; total respondent population . 700,000). Moreover, the surveys summarized here are limited to North America from the year 1958–2008.
Surveys measure perceptions of effects—either through public opinion polls or surveys of groups selected within program evaluations. The mean effect size (for the perception that testing has a positive effect on achievement) exceeds +1.0, a very large effect. Effect sizes are relatively weaker, however, for situations in which one group is held accountable for the performance of another—holding either teachers or schools accountable for student scores.
THE EFFECT OF TESTING ON ACHIEVEMENT, SURVEY STUDIES
Poll/survey organization / individuals |
Year |
Survey type |
Respondent group(s) |
Geographic coverage |
Effect size* |
Gallup-American Institute of Public Opinion |
1958 |
Poll |
adults |
US |
0.2 |
Gallup Organization |
1961 |
Poll |
adults |
US |
1.5 |
Gallup Organization |
1962 |
Poll |
adults |
US |
1.7 |
Project Talent, U. Pittsburgh |
1964 |
Evaluation |
administrators, teachers |
US |
-0.9 |
Sharp, Evelyn W |
1966 |
Poll |
teachers |
US |
1.1 |
Gallup |
1976 |
Poll |
adults |
US |
0.8 |
CBS News |
1978 |
Poll |
adults |
US |
1.8 |
Gallup |
1978 |
Poll |
adults |
US |
1.0 |
Beck & Stetz |
1978 |
Evaluation |
teachers |
US |
-0.1 |
Ward |
1979 |
Poll |
teachers |
US |
0.4 |
Gallup |
1979 |
Poll |
adults |
US |
2.2 |
Anastasi, Geisinger |
1980 |
Evaluation |
parents, teachers |
US |
1.4 |
Horn |
1980 |
Evaluation |
administrators, board presidents, legislators, teachers |
NV |
0.5 |
Yankelovich, Skelly & White |
1980 |
Poll |
parents, graduates |
US |
1.5 |
Gallup |
1980 |
Poll |
adults |
US |
1.0 |
UCLA, Center for the Study of Evaluation |
1981 |
Evaluation |
principals, teachers |
US |
1.3 |
Gallup |
1981 |
Poll |
adults |
US |
1.5 |
ABC News, Washington Post |
1981 |
Poll |
parents, principals |
US |
0.6 |
Gallup |
1981 |
Poll |
adults |
US |
2.6 |
G. B. Johnson |
1981 |
Evaluation |
administrators, parents, teachers, students |
DODS in Europe |
2.6 |
Menahem & Weisman |
1981 |
Evaluation |
parents, teachers |
US |
4.3 |
Center for the Study of Evaluation |
1982 |
Evaluation |
teachers |
US |
1.5 |
Estes, Demaline |
1982 |
Evaluation |
adults |
CA, FL, IL, MT, TX, WI |
0.9 |
Glasnapp, Poggio, Miller |
1983 |
Evaluation |
administrators, board members, teachers |
KS |
1.4 |
NEA Research |
1983 |
Poll |
teachers |
US |
-0.5 |
Gallup |
1983 |
Poll |
adults, parents |
US |
1.8 |
Metropolitan Life |
1984 |
Poll |
teachers |
US |
1.1 |
Gullickson |
1984 |
Evaluation |
teachers |
SD |
1.0 |
Higgenbotham |
1984 |
Evaluation |
legislators, superintendents, teachers |
US |
0.3 |
Associated Press, Media General |
1984 |
Poll |
adults |
US |
2.5 |
Gallup |
1984 |
Poll |
adults, parents |
US |
1.7 |
Stager, Green |
1984 |
Evaluation |
teachers |
WY |
0.2 |
Gallup |
1985 |
Poll |
adults, parents |
US |
2.6 |
Institute for Research on Teaching, Freeman, Cusick, Houang |
1985 |
Poll |
adults |
US |
2.9 |
Market Opinion Research |
1985 |
Poll |
adults |
US |
3.2 |
Public Policy Resources Lab |
1986 |
Poll |
adults |
TX |
1.6 |
Center for Survey Research |
1986 |
Poll |
adults |
NV |
2.7 |
Arizona Republic, Phoenix Gazette |
1986 |
Poll |
adults |
AZ |
1.4 |
Survey Research Center |
1986 |
Poll |
adults |
MD |
2.0 |
Gallup |
1986 |
Poll |
adults, parents |
US |
1.7 |
Talmey-Drake Research & Strategy |
1986 |
Poll |
adults |
CO |
2.6 |
Green |
1986 |
Evaluation |
teachers, students |
2 Western states |
1.0 |
Ryan McGinn Samples Research |
1986 |
Poll |
adults |
WV |
1.7 |
Market Opinion Research |
1986 |
Poll |
adults |
US |
3.2 |
Glasnapp, Poggio, Miller |
1987 |
Evaluation |
administrators, board members, parents, students, teachers |
KS |
2.4 |
Corbett, Wilson |
1987 |
Evaluation |
teachers, administrators |
MD |
1.1 |
Corbett, Wilson |
1987 |
Evaluation |
teachers, administrators |
PA |
0.6 |
Gallup |
1987 |
Poll |
adults, parents |
US |
1.2 |
Ferrara, Wilhoft, Seburn, Slaughter, Stevenson |
1988 |
Evaluation |
administrators |
MD |
4.9 |
Met Life |
1988 |
Poll |
teachers |
US |
3.2 |
Hall, Carroll, Comer |
1988 |
Evaluation |
teachers |
FL |
-0.4 |
Gallup |
1988 |
Poll |
adults, parents |
US |
1.7 |
Stake, Theobald |
1988 |
Evaluation |
teachers |
7 US states |
1.7 |
South Carolina Division of Public Accountability |
1989 |
Evaluation |
students |
SC |
1.3 |
Stevenson, Chen, Uttal |
1989 |
Evaluation |
parents |
IL |
1.6 |
Gallup |
1989 |
Poll |
adults |
US |
1.5 |
Green, Williams |
1989 |
Evaluation |
teachers |
WY |
0.4 |
Green, Williams |
1989 |
Evaluation |
teachers |
LA |
0.6 |
Urban Research Institute |
1989 |
Poll |
adults |
KY |
2.2 |
O’Sullivan |
1989 |
Evaluation |
teachers |
NC |
0.0 |
Boston College Center for Study of Testing, Education, and Policy |
1990 |
Evaluation |
teachers |
US |
-0.9 |
Anderson, Muir, Bateson, Blackmore, Rogers. |
1990 |
Evaluation |
counselors, parents, principals, students, superintendents, teachers |
British Columbia |
1.2 |
Calder |
1990 |
Evaluation |
teachers, students |
Alberta |
0.2 |
Moore |
1990 |
Evaluation |
teachers |
Midwest |
-1.0 |
Carnegie Foundation |
1990 |
Poll |
teachers |
US |
0.2 |
Flynn |
1990 |
Evaluation |
adults |
NC |
1.0 |
CBS News |
1990 |
Poll |
adults |
US |
0.6 |
Ryan McGinn Samples Research |
1990 |
Poll |
teachers |
WV |
1.3 |
Gallup |
1990 |
Poll |
adults |
US |
0.9 |
Metropolitan Life |
1991 |
Poll |
teachers |
US |
0.5 |
Harnisch, Switzer |
1991 |
Evaluation |
teachers |
US |
7.2 |
Bond, Cohen |
1991 |
Evaluation |
administrators |
IN |
2.2 |
Louis Harris |
1991 |
Poll |
adults |
US |
1.7 |
Gallup |
1991 |
Poll |
adults |
US |
1.7 |
Hart and Teeter |
1991 |
Poll |
adults |
US |
0.9 |
Gallup |
1991 |
Poll |
adults |
US |
0.9 |
Smith, Hounshell, Copolo, & Wilkerson |
1992 |
Evaluation |
teachers |
NC |
-0.8 |
Marso & Pigge |
1992 |
Evaluation |
teachers |
OH |
-0.8 |
Gallup |
1992 |
Poll |
adults, parents |
US |
0.6 |
Ryan McGinn Samples Research |
1992 |
Poll |
adults |
WV |
2.5 |
U.S. General Accounting Office |
1992 |
Evaluation |
administrators |
US |
1.2 |
Metropolitan Life |
1993 |
Poll |
teachers |
US |
0.0 |
Market Strategies |
1993 |
Poll |
adults |
MI |
3.5 |
Gallup |
1993 |
Poll |
adults, parents |
US |
0.5 |
NU Stats, Inc. |
1993 |
Poll |
adults |
US |
1.6 |
Gallup |
1994 |
Poll |
adults, parents |
US |
2.0 |
Public Agenda, CRC |
1994 |
Poll |
adults |
US |
1.9 |
Peter D. Hart |
1994 |
Poll |
teachers |
US |
1.5 |
Louis Harris |
1995 |
Poll |
teachers |
US |
1.1 |
Peter D. Hart |
1995 |
Poll |
teachers |
US |
1.0 |
Gallup |
1995 |
Poll |
adults, parents |
US |
0.7 |
Public Agenda |
1995 |
Poll |
adults, teachers |
US |
1.3 |
Public Agenda |
1996 |
Poll |
students, teachers |
US |
1.3 |
Tarrance; Mellman, Lazurus & Lake |
1996 |
Poll |
adults |
US |
2.2 |
Miller, David M, University of Florida |
1996 |
Evaluation |
teachers |
AL |
-0.7 |
Miller, David M, University of Florida |
1996 |
Evaluation |
teachers |
CT |
-0.4 |
Miller, David M, University of Florida |
1996 |
Evaluation |
teachers |
DE |
-0.3 |
Miller, David M, University of Florida |
1996 |
Evaluation |
teachers |
NC |
-0.2 |
Miller, David M, University of Florida |
1996 |
Evaluation |
teachers |
RI |
-0.5 |
Behuniak, Chudowsky, Dirir |
1997 |
Evaluation |
teachers |
CT |
0.8 |
Montana State U., Billings |
1997 |
Poll |
adults |
MT |
2.3 |
Gallup |
1997 |
Poll |
adults |
US |
1.3 |
Hart and Teeter |
1997 |
Poll |
adults |
US |
1.8 |
Public Agenda |
1997 |
Poll |
professors, teachers |
US |
1.0 |
Penn, Schoen & Berland |
1997 |
Poll |
registered voters |
US |
1.7 |
Gallup |
1997 |
Poll |
adults, parents |
US |
0.4 |
Public Agenda |
1997 |
Poll |
adults, teachers, principals, superintendents |
SC |
1.5 |
NAESP |
1997 |
Poll |
principals |
US |
0.5 |
Hart and Teeter |
1997 |
Poll |
adults |
US |
1.3 |
Lane, Parke, Stone |
1997 |
Evaluation |
principals, students, teachers |
US |
-0.5 |
Wirthlin Quorum Survey |
1997 |
Poll |
adults |
US |
3.0 |
American Viewpoint |
1997 |
Poll |
registered voters |
US |
2.1 |
Lane, Ventrice, Cerrillo, Parke, Stone |
1997 |
Evaluation |
principals, teachers |
US |
0.0 |
Parke, Lane |
1998 |
Evaluation |
students |
MD |
0.4 |
Zogby International |
1998 |
Poll |
adults |
US |
1.9 |
Penn, Schoen & Berland |
1998 |
Poll |
adults |
US |
2.2 |
Gallup |
1998 |
Poll |
adults |
US |
1.9 |
Princeton Survey Research |
1998 |
Poll |
adults |
US |
1.1 |
Lane, Ventrice, Cerrillo, Parke, Stone |
1998 |
Evaluation |
principals, students, teachers |
MD |
0.0 |
Public Agenda |
1999 |
Poll |
adults, parents, professors, teachers, students |
US |
2.2 |
Gallup |
1999 |
Poll |
adults, parents |
US |
3.3 |
Bradshaw |
1999 |
Evaluation |
teachers, administrators |
NC |
0.8 |
Yarbrough |
1999 |
Evaluation |
teachers |
NC |
1.0 |
International Communications Research |
1999 |
Poll |
adults, parents |
US |
1.8 |
Penn, Schoen & Berland |
1999 |
Poll |
registered voters |
US |
1.9 |
Guth, et al |
1999 |
Evaluation |
adults, parents, school districts |
US |
2.5 |
Legislative Office of Education Oversight |
2000 |
Evaluation |
teachers |
US |
0.8 |
Times-Dispatch |
2000 |
Poll |
teacher |
US |
3.0 |
Mulvenon, Connors, Lenares |
2000 |
Evaluation |
teachers |
AR |
0.4 |
Public Agenda |
2000 |
Poll |
adults, employees, parents, teachers |
US |
2.0 |
Gallup |
2000 |
Poll |
adults |
US |
3.3 |
Public Agenda |
2000 |
Poll |
parents |
US |
0.5 |
Beldon Russonello & Stewart |
2000 |
Poll |
teachers |
US |
0.9 |
Public Agenda |
2000 |
Poll |
parents |
US |
1.0 |
Haselkorn, Harris, Peter Harris Research Group |
2000 |
Poll |
adults |
CA |
1.4 |
Beldon Russonello & Stewart |
2000 |
Poll |
adults, parents |
OH |
1.2 |
Cleveland Plain Dealer |
2000 |
Poll |
lawmakers |
OH |
-0.6 |
Beldon Russonello & Stewart |
2000 |
Poll |
adults, parents |
MS |
2.1 |
Beldon Russonello & Stewart |
2000 |
Poll |
adults, parents |
VA |
1.6 |
Beldon Russonello & Stewart |
2000 |
Poll |
adults |
WV |
2.5 |
Beldon Russonello & Stewart |
2000 |
Poll |
adults |
US |
0.9 |
Beldon Russonello & Stewart |
2000 |
Poll |
adults, parents |
NY |
2.1 |
Beldon Russonello & Stewart |
2000 |
Poll |
adults, parents |
IL |
2.6 |
Program on International Policy Attitudes |
2000 |
Poll |
adults |
US |
2.0 |
Gallup |
2000 |
Poll |
adults, parents |
US |
-0.3 |
Luntz, Laszlo |
2000 |
Poll |
adults |
US |
-0.1 |
Center for Survey Research, Heldrick Center |
2000 |
Poll |
adults |
US |
1.9 |
Angus Reid Group |
2000 |
Poll |
adults |
Ontario |
1.6 |
Harris Interactive |
2000 |
Poll |
parents (public schools -- NE, IA) |
US |
0.3 |
Opinion Research Corporation |
2000 |
Poll |
parents (public schools) |
US |
0.6 |
Arizona Republic, Phoenix Gazette |
2000 |
Poll |
adults |
AZ |
0.6 |
ABC News, Washington Post |
2000 |
Poll |
adults |
US |
-0.6 |
Lake, Snell, Perry |
2000 |
Poll |
parents |
US |
1.6 |
Odum Institute for Research |
2000 |
Poll |
adults |
NC |
1.1 |
The Advocate (Baton Rouge) |
2000 |
Poll |
adults |
LA |
0.6 |
Albert Shanker Institute |
2000 |
Poll |
teachers |
US |
1.3 |
Albert Shanker Institute |
2001 |
Poll |
teachers |
US |
0.3 |
Debard, R., & Kubow, P. K. |
2001 |
Evaluation |
students, teachers |
OH |
0.6 |
Hoffman, Assaf, Paris |
2001 |
Evaluation |
Texas State Reading Association members |
TX |
-0.5 |
Public Agenda |
2001 |
Poll |
employers, parents, principals, professors, students, teachers |
US |
1.0 |
COMPAS |
2001 |
Poll |
adults |
Canada |
1.3 |
Wisconsin Policy Research Institute |
2001 |
Poll |
adults |
WI |
1.3 |
Odum Institute for Research |
2001 |
Poll |
adults |
NC |
0.1 |
Market Shares Corporation |
2001 |
Poll |
adults |
IL |
0.4 |
International Communications Research |
2001 |
Poll |
adults |
US |
0.2 |
Opinion Dynamics |
2001 |
Poll |
adults |
US |
1.0 |
Hart & Teeter |
2001 |
Poll |
adults |
US |
2.5 |
New York Times, CBS News |
2001 |
Poll |
adults |
US |
0.3 |
Center for Survey Research |
2001 |
Poll |
adults |
VA |
0.2 |
Gallup |
2001 |
Poll |
adults, parents |
US |
0.1 |
Hart & Teeter, Coldwater Corporation |
2001 |
Poll |
administrators, adults, parents, teachers |
US |
1.4 |
Commonwealth Poll, Genesis Sampling Systems |
2001 |
Poll |
administrators, adults, parents, teachers |
VA |
0.5 |
Lumley, Yan |
2001 |
Evaluation |
teachers |
PA |
0.1 |
Institute for Social Research |
2001 |
Poll |
adults |
US |
1.5 |
CBS News, New York Times |
2001 |
Poll |
adults |
US |
0.3 |
Los Angeles Times |
2001 |
Poll |
adults |
CA |
1.7 |
Quinnipiac University Polling Institute |
2001 |
Poll |
adults |
NY |
2.1 |
Harris Interactive |
2001 |
Poll |
adults |
US |
1.2 |
Ryan, McGinn Samples Research |
2001 |
Poll |
adults |
WV |
2.3 |
Greenberg, Quinlan & Tarrance Group |
2001 |
Poll |
adults, parents |
US |
0.8 |
The Tarrance Group, Inc. |
2001 |
Poll |
adults, parents |
US |
0.9 |
Princeton Survey Research |
2001 |
Poll |
adults |
US |
1.2 |
Public Policy Institute (CA) |
2001 |
Poll |
adults |
CA |
0.6 |
Gallup |
2001 |
Poll |
adults |
US |
1.6 |
CBS News, New York Times |
2001 |
Poll |
adults |
US |
0.3 |
Pedulla, Abrams, Madaus, Russell, Ramos, Miao |
2001 |
Evaluation |
teachers |
US |
-1.1 |
McDonald |
2002 |
Evaluation |
teachers |
Alberta |
-0.7 |
Jones, Johnston |
2002 |
Evaluation |
teachers |
NC |
1.6 |
Winston Group |
2002 |
Poll |
adults |
US |
1.1 |
Jones, Egley |
2002 |
Evaluation |
teachers |
FL |
-0.1 |
U. Arkansas Survey Research Center |
2002 |
Poll |
adults |
AR |
0.9 |
Fairbanks, Maslin, Maullin & Assoc. |
2002 |
Poll |
adults |
CA |
1.1 |
Market Shares Corporation |
2002 |
Poll |
adults |
IN |
0.0 |
Quinnipiac University Polling Institute |
2002 |
Poll |
adults |
NY |
2.2 |
Gallup |
2002 |
Poll |
adults |
US |
1.6 |
Center for Survey Research |
2002 |
Poll |
adults |
VA |
0.3 |
Peter D. Hart Research Associates |
2002 |
Poll |
students |
US |
0.9 |
Hart & Teeter |
2002 |
Poll |
adults |
US |
1.8 |
Public Policy Institute (CA) |
2002 |
Poll |
adults |
CA |
1.3 |
Opinion Dynamics |
2002 |
Evaluation |
students |
US |
1.5 |
Bolt |
2002 |
Evaluation |
teachers |
US |
-1.6 |
Ryan, McGinn Samples Research |
2002 |
Poll |
adults |
WV |
2.3 |
Public Policy Institute (CA) |
2002 |
Poll |
adults |
CA |
0.6 |
Lake, Snell, Perry & Associates |
2003 |
Poll |
adults |
US |
1.1 |
McMillan |
2003 |
Evaluation |
teachers |
VA |
2.1 |
Pew Hispanic Center |
2003 |
Poll |
adults |
US |
0.2 |
Gallup |
2003 |
Poll |
adults, parents |
US |
0.3 |
Hart & Teeter |
2003 |
Poll |
adults |
US |
0.2 |
Peter D. Hart Research Associates |
2003 |
Poll |
students |
US |
0.7 |
Moon, Callahan, Tomlinson |
2003 |
Evaluation |
teachers |
US |
1.2 |
Public Agenda |
2003 |
Poll |
principals |
US |
-0.3 |
Peter D. Hart Research Associates |
2004 |
Poll |
graduates |
US |
1.8 |
Phi Delta Kappa |
2004 |
Poll |
adults, parents |
US |
0.3 |
Hart & Teeter |
2004 |
Poll |
adults, parents |
US |
0.1 |
Lake, Snell, Perry & Associates |
2004 |
Poll |
adults |
US |
0.2 |
Public Ed Network & Education Week |
2004 |
Poll |
adults |
US |
2.9 |
Winston Group |
2004 |
Poll |
adults |
US |
1.0 |
Mu & Childs |
2005 |
Evaluation |
parents |
Canada |
1.7 |
Texas Federation of Teachers |
2005 |
Poll |
teachers |
TX |
-3.4 |
COMPAS, Inc. |
2005 |
Poll |
teachers |
Ontario |
-5.5 |
Gallup |
2005 |
Poll |
adults, parents |
US |
0.1 |
Hart Research, Coldwater Corp, Public Opinion Strategy |
2005 |
Poll |
students |
US |
1.8 |
National Governor's Association |
2005 |
Poll |
students |
US |
1.4 |
Hart Research, Winston Group |
2005 |
Poll |
administrators, adults, parents, principals, teachers |
US |
1.1 |
James |
2005 |
Evaluation |
elementary teachers |
US |
-1.2 |
US Chamber of Commerce Statistics and Research Center |
2006 |
Poll |
business leaders |
US |
4.6 |
Gallup |
2006 |
Poll |
adults, parents |
US |
0.0 |
Hart Research & Winston Group |
2006 |
Poll |
administrators, adults, business leaders, college faculty, parents, students, teachers |
US |
0.9 |
Public Agenda |
2006 |
Poll |
parents, principals, students, superintendents, teachers |
US |
-0.3 |
Gallup |
2007 |
Poll |
adults |
US |
-0.9 |
Gallup |
2007 |
Poll |
parents |
US |
0.0 |
Hart Research Associates |
2007 |
Poll |
adults, parents, teachers |
US |
-0.6 |
Scripps Howard News Service |
2007 |
Poll |
adults |
US |
-0.2 |
Public Agenda, FDR Group |
2007 |
Poll |
parents |
KS, MO |
2.3 |
Knowledge Networks |
2007 |
Poll |
adults |
US |
1.2 |
Roller |
2008 |
Poll |
International Reading Association members |
US |
-0.1 |
Torres, Zellner, Erlandson |
2008 |
Evaluation |
principals |
US |
-0.3 |
Clune, White |
2008 |
Evaluation |
teachers |
US |
1.0 |
Gallup |
2008 |
Poll |
adults, parents |
US |
1.6 |
Markow, Cooper |
2008 |
Poll |
principals, teachers |
US |
0.7 |
Lake Research Partners |
2008 |
Poll |
adults |
US |
0.0 |
COMPAS |
2008 |
Poll |
parents, teachers |
British Columbia |
0.7 |
* These are unweighted effect sizes.
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