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Volumn 49, Issue 3, 2011, Pages 301-321

A generalized least squares regression approach for computing effect sizes in single-case research: Application examples

Author keywords

Autocorrelation; Effect size; Methodology; Single case research

Indexed keywords

ARTICLE; BULLYING; HUMAN; METHODOLOGY; REGRESSION ANALYSIS;

EID: 79957844168     PISSN: 00224405     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jsp.2011.03.004     Document Type: Article
Times cited : (113)

References (78)
  • 1
    • 0027194003 scopus 로고
    • Calculating effect sizes for meta-analysis: The case of the single case
    • Allison D.B., Gorman B.S. Calculating effect sizes for meta-analysis: The case of the single case. Behavior Research and Therapy 1993, 31:621-631.
    • (1993) Behavior Research and Therapy , vol.31 , pp. 621-631
    • Allison, D.B.1    Gorman, B.S.2
  • 3
    • 0001826397 scopus 로고
    • A maximum likelihood procedure for regression with autocorrelated errors
    • Beach C.M., MacKinnon J.G. A maximum likelihood procedure for regression with autocorrelated errors. Econometrica 1978, 46:51-58.
    • (1978) Econometrica , vol.46 , pp. 51-58
    • Beach, C.M.1    MacKinnon, J.G.2
  • 4
    • 56549122199 scopus 로고    scopus 로고
    • A review of meta-analyses of single-subject experimental designs: Methodological issues and practice
    • Beretvas S.N., Chung H. A review of meta-analyses of single-subject experimental designs: Methodological issues and practice. Evidence-Based Communication Assessment & Intervention 2008, 2:129-141.
    • (2008) Evidence-Based Communication Assessment & Intervention , vol.2 , pp. 129-141
    • Beretvas, S.N.1    Chung, H.2
  • 6
    • 85028220769 scopus 로고
    • Statistical analysis in single-case research: Issues, procedures, and recommendations with applications to multiple behaviors
    • Erlbaum, Hillsdale, NJ, T. Kratochwill, J.R. Levin (Eds.)
    • Busk P.L., Marascuilo L.A. Statistical analysis in single-case research: Issues, procedures, and recommendations with applications to multiple behaviors. Single-case research design and analysis: New directions for psychology and education 1992, 159-185. Erlbaum, Hillsdale, NJ. T. Kratochwill, J.R. Levin (Eds.).
    • (1992) Single-case research design and analysis: New directions for psychology and education , pp. 159-185
    • Busk, P.L.1    Marascuilo, L.A.2
  • 8
    • 84970282376 scopus 로고
    • A methodology for the quantitative synthesis of intra-subject design research
    • Center B.J., Skiba R.J., Casey A. A methodology for the quantitative synthesis of intra-subject design research. Journal of Special Education 1985-1986, 19:387-400.
    • (1985) Journal of Special Education , vol.19 , pp. 387-400
    • Center, B.J.1    Skiba, R.J.2    Casey, A.3
  • 10
    • 84947352928 scopus 로고
    • Application of least squares regression to relationships containing autocorrelated error terms
    • Cochrane D., Orcutt G.H. Application of least squares regression to relationships containing autocorrelated error terms. Journal of the American Statistical Association 1949, 44:32-61.
    • (1949) Journal of the American Statistical Association , vol.44 , pp. 32-61
    • Cochrane, D.1    Orcutt, G.H.2
  • 11
    • 38249034812 scopus 로고
    • The inability of the binomial test to control Type I error with single-subject data
    • Crosbie J. The inability of the binomial test to control Type I error with single-subject data. Behavioral Assessment 1987, 9:141-150.
    • (1987) Behavioral Assessment , vol.9 , pp. 141-150
    • Crosbie, J.1
  • 12
    • 0027772083 scopus 로고
    • Interrupted time-series analysis with brief single-subject data
    • Crosbie J. Interrupted time-series analysis with brief single-subject data. Journal of Consulting and Clinical Psychology 1993, 61:966-974.
    • (1993) Journal of Consulting and Clinical Psychology , vol.61 , pp. 966-974
    • Crosbie, J.1
  • 13
    • 0003316812 scopus 로고
    • Interrupted time-series analysis with short series: Why it is problematic; how it can be improved
    • Erlbaum, Mahwah, NJ, J.M. Gottman (Ed.)
    • Crosbie J. Interrupted time-series analysis with short series: Why it is problematic; how it can be improved. The analysis of change 1995, 361-395. Erlbaum, Mahwah, NJ. J.M. Gottman (Ed.).
    • (1995) The analysis of change , pp. 361-395
    • Crosbie, J.1
  • 15
    • 0000060762 scopus 로고    scopus 로고
    • Meta-analysis of single-case research
    • Erlbaum, Hillsdale, NJ, R.D. Franklin, D.B. Allison, B.S. Gorman (Eds.)
    • Faith M.S., Allison D.B., Gorman B.S. Meta-analysis of single-case research. Design and analysis of single-case research 1996, 245-277. Erlbaum, Hillsdale, NJ. R.D. Franklin, D.B. Allison, B.S. Gorman (Eds.).
    • (1996) Design and analysis of single-case research , pp. 245-277
    • Faith, M.S.1    Allison, D.B.2    Gorman, B.S.3
  • 17
    • 77950546336 scopus 로고    scopus 로고
    • Mathematics instruction for students with learning disabilities: A meta-analysis of instructional components
    • Gersten R., Chard D.J., Jayanthi M., Baker S.K., Morphy P., Flojo J.R. Mathematics instruction for students with learning disabilities: A meta-analysis of instructional components. Review of Educational Research 2009, 79:1202-1242.
    • (2009) Review of Educational Research , vol.79 , pp. 1202-1242
    • Gersten, R.1    Chard, D.J.2    Jayanthi, M.3    Baker, S.K.4    Morphy, P.5    Flojo, J.R.6
  • 19
    • 0000027982 scopus 로고    scopus 로고
    • Statistical alternative for single-case designs: Design and analysis of single-case research
    • Erlbaum, Hillsdale, NJ, R.D. Franklin, D.B. Allison, B.S. Gorman (Eds.)
    • Gorman B.S., Allison B.B. Statistical alternative for single-case designs: Design and analysis of single-case research. Design and analysis of single case research 1996, 159-214. Erlbaum, Hillsdale, NJ. R.D. Franklin, D.B. Allison, B.S. Gorman (Eds.).
    • (1996) Design and analysis of single case research , pp. 159-214
    • Gorman, B.S.1    Allison, B.B.2
  • 20
    • 0000280689 scopus 로고
    • Three methods for analyzing limited time series (N of 1) data
    • Gorsuch R.L. Three methods for analyzing limited time series (N of 1) data. Behavioral Assessment 1983, 5:141-154.
    • (1983) Behavioral Assessment , vol.5 , pp. 141-154
    • Gorsuch, R.L.1
  • 23
    • 13944278835 scopus 로고    scopus 로고
    • The use of single-subject research to identify evidence-based practice in special education
    • Horner R.H., Carr E.G., Halle J., McGee G., Odom S., Wolery M. The use of single-subject research to identify evidence-based practice in special education. Exceptional Children 2005, 71:161-179.
    • (2005) Exceptional Children , vol.71 , pp. 161-179
    • Horner, R.H.1    Carr, E.G.2    Halle, J.3    McGee, G.4    Odom, S.5    Wolery, M.6
  • 25
    • 0000864989 scopus 로고
    • Autocorrelation in applied behavior analysis: A myth
    • Huitema B.E. Autocorrelation in applied behavior analysis: A myth. Behavioral Assessment 1985, 7:107-118.
    • (1985) Behavioral Assessment , vol.7 , pp. 107-118
    • Huitema, B.E.1
  • 26
    • 0002388934 scopus 로고
    • Autocorrelation in behavioral research: Wherefore art thou?
    • Plenum Press, New York, A. Poling, R.W. Fuqua (Eds.)
    • Huitema B.E. Autocorrelation in behavioral research: Wherefore art thou?. Research methods in applied behavior analysis: Issues and advances 1986, 209-233. Plenum Press, New York. A. Poling, R.W. Fuqua (Eds.).
    • (1986) Research methods in applied behavior analysis: Issues and advances , pp. 209-233
    • Huitema, B.E.1
  • 27
    • 0023806516 scopus 로고
    • Autocorrelation: 10years of confusion
    • Huitema B.E. Autocorrelation: 10years of confusion. Behavioral Assessment 1990, 10:253-294.
    • (1990) Behavioral Assessment , vol.10 , pp. 253-294
    • Huitema, B.E.1
  • 28
    • 17544377365 scopus 로고    scopus 로고
    • Analysis of interrupted time series experiments using ITSE: A critique
    • Huitema B.E. Analysis of interrupted time series experiments using ITSE: A critique. Understanding Statistics 2004, 3:27-46.
    • (2004) Understanding Statistics , vol.3 , pp. 27-46
    • Huitema, B.E.1
  • 29
    • 0034242254 scopus 로고    scopus 로고
    • A simple and powerful test for autocorrelated errors in OLS intervention models
    • Huitema B.E., McKean J.W. A simple and powerful test for autocorrelated errors in OLS intervention models. Psychological Reports 2000, 87:3-20.
    • (2000) Psychological Reports , vol.87 , pp. 3-20
    • Huitema, B.E.1    McKean, J.W.2
  • 30
    • 34248179036 scopus 로고    scopus 로고
    • Identifying autocorrelation generated by various error processes in interrupted time-series regression designs
    • Huitema B.E., McKean J.W. Identifying autocorrelation generated by various error processes in interrupted time-series regression designs. Educational and Psychological Measurement 2007, 67:447-459.
    • (2007) Educational and Psychological Measurement , vol.67 , pp. 447-459
    • Huitema, B.E.1    McKean, J.W.2
  • 33
    • 34250865051 scopus 로고    scopus 로고
    • Statistical reform: Evidence-based practice, meta-analyses, and single-subject designs
    • Jenson W.R., Clark E., Kircher J.C., Kristjansson S.D. Statistical reform: Evidence-based practice, meta-analyses, and single-subject designs. Psychology in the Schools 2007, 44:483-493.
    • (2007) Psychology in the Schools , vol.44 , pp. 483-493
    • Jenson, W.R.1    Clark, E.2    Kircher, J.C.3    Kristjansson, S.D.4
  • 35
    • 0030517592 scopus 로고    scopus 로고
    • Practical significance: A concept whose time has come
    • Kirk R.E. Practical significance: A concept whose time has come. Educational and Psychological Measurement 1996, 56:746-759.
    • (1996) Educational and Psychological Measurement , vol.56 , pp. 746-759
    • Kirk, R.E.1
  • 36
    • 0003838998 scopus 로고
    • Academic Press, New York, T. Kratochwill (Ed.)
    • Single subject research 1978, Academic Press, New York. T. Kratochwill (Ed.).
    • (1978) Single subject research
  • 38
    • 33645764624 scopus 로고    scopus 로고
    • Effects of response cards on disruptive behavior and academic responding during math lessons by fourth-grade urban students
    • Lambert M.C., Cartledge G., Heward W.L., Lo Y. Effects of response cards on disruptive behavior and academic responding during math lessons by fourth-grade urban students. Journal of Positive Behavior Interventions 2006, 8:88-99.
    • (2006) Journal of Positive Behavior Interventions , vol.8 , pp. 88-99
    • Lambert, M.C.1    Cartledge, G.2    Heward, W.L.3    Lo, Y.4
  • 40
    • 33746533074 scopus 로고    scopus 로고
    • An alternative method for quantitative synthesis of single-subject researches: Percentage of data points exceeding the median
    • Ma H.H. An alternative method for quantitative synthesis of single-subject researches: Percentage of data points exceeding the median. Behavior Modification 2006, 30:598-617.
    • (2006) Behavior Modification , vol.30 , pp. 598-617
    • Ma, H.H.1
  • 41
    • 53149086663 scopus 로고    scopus 로고
    • Comparing N=1 effect size indices in presence of autocorrelation
    • Manolov R., Solanas A. Comparing N=1 effect size indices in presence of autocorrelation. Behavior Modification 2008, 32:860-875.
    • (2008) Behavior Modification , vol.32 , pp. 860-875
    • Manolov, R.1    Solanas, A.2
  • 42
    • 0038138960 scopus 로고    scopus 로고
    • Serial dependency in single-case time series
    • Erlbaum, Mahwah, NJ, R.D. Franklin, D.B. Allison, B.S. Gorman (Eds.)
    • Matyas T.A., Greenwood K.M. Serial dependency in single-case time series. Design and analysis of single-case research 1996, 215-243. Erlbaum, Mahwah, NJ. R.D. Franklin, D.B. Allison, B.S. Gorman (Eds.).
    • (1996) Design and analysis of single-case research , pp. 215-243
    • Matyas, T.A.1    Greenwood, K.M.2
  • 44
    • 0034149983 scopus 로고    scopus 로고
    • A double bootstrap method to analyze linear models with autoregressive error terms
    • McKnight S.D., McKean J.W., Huitema B.E. A double bootstrap method to analyze linear models with autoregressive error terms. Psychological Methods 2000, 1:87-101.
    • (2000) Psychological Methods , vol.1 , pp. 87-101
    • McKnight, S.D.1    McKean, J.W.2    Huitema, B.E.3
  • 46
    • 0004254471 scopus 로고    scopus 로고
    • Scientific research in education. Committee on Scientific Principles for Education Research
    • National Research Council, National Academy Press, Washington, DC, R.J. Shavelson, L. Towne (Eds.)
    • National Research Council Scientific research in education. Committee on Scientific Principles for Education Research. Center for Education. Division of Behavioral and Social Sciences and Education 2002, National Academy Press, Washington, DC. R.J. Shavelson, L. Towne (Eds.).
    • (2002) Center for Education. Division of Behavioral and Social Sciences and Education
  • 47
    • 79957848434 scopus 로고    scopus 로고
    • No Child Left Behind, Retrieved March 24, 2011 from
    • No Child Left Behind Retrieved March 24, 2011 from. http://www2.ed.gov/policy/elsec/leg/esea02/index.html.
  • 49
    • 84924779919 scopus 로고    scopus 로고
    • Institute of Education Sciences: Putting science back into education research
    • Sense, Boston, R. St.Clair (Ed.)
    • Okagaki L., Albro E.R., Buckley J.A. Institute of Education Sciences: Putting science back into education research. Education science: Critical perspectives 2009, 1-24. Sense, Boston. R. St.Clair (Ed.).
    • (2009) Education science: Critical perspectives , pp. 1-24
    • Okagaki, L.1    Albro, E.R.2    Buckley, J.A.3
  • 50
    • 0027274699 scopus 로고
    • Interrater agreement of visual analysis in single-subject decisions: Quantitative review and analysis
    • Ottenbacher K.J. Interrater agreement of visual analysis in single-subject decisions: Quantitative review and analysis. American Journal of Mental Retardation 1993, 98:135-142.
    • (1993) American Journal of Mental Retardation , vol.98 , pp. 135-142
    • Ottenbacher, K.J.1
  • 51
    • 0346957024 scopus 로고    scopus 로고
    • Evaluating single-case research data: A comparison of seven statistical methods
    • Parker R.I., Brossart D.F. Evaluating single-case research data: A comparison of seven statistical methods. Behavior Therapy 2003, 34:189-211.
    • (2003) Behavior Therapy , vol.34 , pp. 189-211
    • Parker, R.I.1    Brossart, D.F.2
  • 52
    • 33846818379 scopus 로고    scopus 로고
    • Useful effect size interpretations for single-case research
    • Parker R., Hagan-Burke S. Useful effect size interpretations for single-case research. Behavior Therapy 2007, 38:95-105.
    • (2007) Behavior Therapy , vol.38 , pp. 95-105
    • Parker, R.1    Hagan-Burke, S.2
  • 53
    • 79957807530 scopus 로고    scopus 로고
    • Pairwise data overlap for single case research. Unpublished manuscript.
    • Parker, R. I. and Vannest, S., (2007b). Pairwise data overlap for single case research. Unpublished manuscript.
    • (2007)
    • Parker, R.I.1    Vannest, S.2
  • 56
    • 33847078113 scopus 로고    scopus 로고
    • Percentage of all non-overlapping data points (PAND): An alternative to PND
    • Parker R., Hagan-Burke S., Vannest S. Percentage of all non-overlapping data points (PAND): An alternative to PND. Journal of Special Education 2007, 40:194-204.
    • (2007) Journal of Special Education , vol.40 , pp. 194-204
    • Parker, R.1    Hagan-Burke, S.2    Vannest, S.3
  • 57
    • 58149350010 scopus 로고    scopus 로고
    • The "improvement rate difference" for single-case research
    • Parker R.I., Vannest K.J., Brown L. The "improvement rate difference" for single-case research. Exceptional Children 2009, 75:135-150.
    • (2009) Exceptional Children , vol.75 , pp. 135-150
    • Parker, R.I.1    Vannest, K.J.2    Brown, L.3
  • 58
    • 0001790564 scopus 로고
    • The analysis and presentation of graphic data
    • Academic Press, New York, T. Kratochwill (Ed.)
    • Parsonson B., Baer D. The analysis and presentation of graphic data. Single subject research 1978, 101-166. Academic Press, New York. T. Kratochwill (Ed.).
    • (1978) Single subject research , pp. 101-166
    • Parsonson, B.1    Baer, D.2
  • 59
    • 79957825056 scopus 로고    scopus 로고
    • SINGSUB (1.0) [Computer program]. Unpublished computer program.
    • Rogers, H. and Swaminathan, H. (2009). SINGSUB (1.0) [Computer program]. Unpublished computer program.
    • (2009)
    • Rogers, H.1    Swaminathan, H.2
  • 61
    • 84970638687 scopus 로고
    • Meta-analysis for single-subject research: When does it clarify, when does it obscure?
    • Salzberg C.L., Strain P.S., Baer D.M. Meta-analysis for single-subject research: When does it clarify, when does it obscure?. Remedial and Special Education 1987, 8:43-48.
    • (1987) Remedial and Special Education , vol.8 , pp. 43-48
    • Salzberg, C.L.1    Strain, P.S.2    Baer, D.M.3
  • 62
    • 0038455733 scopus 로고
    • The quantitative synthesis of single-subject research. Methodology and validation
    • Scruggs T.E., Mastropieri M.A., Casto G. The quantitative synthesis of single-subject research. Methodology and validation. Remedial and Special Education 1987, 8:24-33.
    • (1987) Remedial and Special Education , vol.8 , pp. 24-33
    • Scruggs, T.E.1    Mastropieri, M.A.2    Casto, G.3
  • 63
    • 51249144479 scopus 로고    scopus 로고
    • Methods for evidence-based practice: Quantitative synthesis of single-subject designs
    • Shadish W.R., Rindskopf D.M. Methods for evidence-based practice: Quantitative synthesis of single-subject designs. New Directions for Evaluation 2007, 113:95-109.
    • (2007) New Directions for Evaluation , vol.113 , pp. 95-109
    • Shadish, W.R.1    Rindskopf, D.M.2
  • 66
    • 77954185641 scopus 로고    scopus 로고
    • Lag-one autocorrelation in short series: Estimation and hypothesis testing
    • Solanas A., Manolov R., Sierra V. Lag-one autocorrelation in short series: Estimation and hypothesis testing. Psicológica 2010, 31:357-381.
    • (2010) Psicológica , vol.31 , pp. 357-381
    • Solanas, A.1    Manolov, R.2    Sierra, V.3
  • 67
    • 79957799553 scopus 로고    scopus 로고
    • Application of generalized least squares regression to measure effect size in single-case research: A technical report. Unpublished technical report, Institute for Education Sciences.
    • Swaminathan, H., Horner, R. H., Sugai, G., Smolkowski, K., Hedges, L., Spaulding, S. A. (2010). Application of generalized least squares regression to measure effect size in single-case research: A technical report. Unpublished technical report, Institute for Education Sciences.
    • (2010)
    • Swaminathan, H.1    Horner, R.H.2    Sugai, G.3    Smolkowski, K.4    Hedges, L.5    Spaulding, S.A.6
  • 70
    • 0038811737 scopus 로고    scopus 로고
    • Hierachical linear models for the quantitative integration of effect sizes in single-case research
    • Van den Noortgate W., Onghena P. Hierachical linear models for the quantitative integration of effect sizes in single-case research. Behavior Research Methods, Instruments, & Computers 2003, 35:1-10.
    • (2003) Behavior Research Methods, Instruments, & Computers , vol.35 , pp. 1-10
    • Van den Noortgate, W.1    Onghena, P.2
  • 72
    • 79957791318 scopus 로고    scopus 로고
    • What Works Clearinghouse, Author, Washington, DC, Retrieved December 14, 2009 from
    • What Works Clearinghouse Study review standards 2003, Author, Washington, DC, Retrieved December 14, 2009 from. http://www.aea267.k12.ia.us/rr/files/What_Works_Clearninghouse.pdf.
    • (2003) Study review standards
  • 73
    • 77957941218 scopus 로고    scopus 로고
    • What Works Clearinghouse, Author, Washington, DC, Retrieved December 14, 2009 from
    • What Works Clearinghouse Evidence standards for review studies (Version 1.0) 2008, Author, Washington, DC, Retrieved December 14, 2009 from. http://ies.ed.gov/ncee/wwc/pdf/wwc_version1_standards.pdf.
    • (2008) Evidence standards for review studies (Version 1.0)
  • 74
    • 77957358121 scopus 로고    scopus 로고
    • What Works Clearinghouse, Author, Washington, DC, Retrieved December 14, 2009, from
    • What Works Clearinghouse Procedures and standards handbook (Version 2.0) 2008, Author, Washington, DC, Retrieved December 14, 2009, from. http://ies.ed.gov/ncee/wwc/pdf/wwc_procedures_v2_standards_handbook.pdf.
    • (2008) Procedures and standards handbook (Version 2.0)
  • 75
    • 0038455733 scopus 로고
    • The quantitative synthesis of single-subject research: Methodology and validation. Comment
    • White O.R. The quantitative synthesis of single-subject research: Methodology and validation. Comment. Remedial and Special Education 1987, 8:34-39.
    • (1987) Remedial and Special Education , vol.8 , pp. 34-39
    • White, O.R.1
  • 78
    • 77950542990 scopus 로고    scopus 로고
    • Comparison of overlap methods for quantitatively synthesizing single-subject data
    • Wolery M., Busick M., Reichow B., Barton E.E. Comparison of overlap methods for quantitatively synthesizing single-subject data. Journal of Special Education 2010, 44:18-28.
    • (2010) Journal of Special Education , vol.44 , pp. 18-28
    • Wolery, M.1    Busick, M.2    Reichow, B.3    Barton, E.E.4


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