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Volumn 52, Issue 2, 2014, Pages 123-147

Analysis and meta-analysis of single-case designs with a standardized mean difference statistic: A primer and applications

Author keywords

Analysis; D Statistic; Meta analysis; Single case designs

Indexed keywords

HUMAN; META ANALYSIS (TOPIC); METHODOLOGY; STANDARDS; STATISTICAL ANALYSIS;

EID: 84897590833     PISSN: 00224405     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jsp.2013.11.005     Document Type: Article
Times cited : (196)

References (80)
  • 1
    • 0028033671 scopus 로고
    • "Making things as simple as possible, but no simpler". A rejoinder to Scruggs and Mastropieri
    • Allison D.B., Gorman B.S. "Making things as simple as possible, but no simpler". A rejoinder to Scruggs and Mastropieri. Behaviour Research and Therapy 1994, 32:885-890.
    • (1994) Behaviour Research and Therapy , vol.32 , pp. 885-890
    • Allison, D.B.1    Gorman, B.S.2
  • 3
    • 84987290954 scopus 로고
    • Perhaps it would be better not to know everything
    • Baer D.M. Perhaps it would be better not to know everything. Journal of Applied Behavior Analysis 1977, 10:167-172.
    • (1977) Journal of Applied Behavior Analysis , vol.10 , pp. 167-172
    • Baer, D.M.1
  • 13
    • 56749125132 scopus 로고    scopus 로고
    • Three conditions under which experiments and observational studies produce comparable causal estimates: New findings from within-study comparisons
    • Cook T.D., Shadish W.R., Wong V.C. Three conditions under which experiments and observational studies produce comparable causal estimates: New findings from within-study comparisons. Journal of Policy Analysis and Management 2008, 27:724-750.
    • (2008) Journal of Policy Analysis and Management , vol.27 , pp. 724-750
    • Cook, T.D.1    Shadish, W.R.2    Wong, V.C.3
  • 14
  • 15
    • 0033934949 scopus 로고    scopus 로고
    • Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis
    • Duval S.J., Tweedie R.L. Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics 2000, 56:455-463.
    • (2000) Biometrics , vol.56 , pp. 455-463
    • Duval, S.J.1    Tweedie, R.L.2
  • 16
    • 0442309557 scopus 로고    scopus 로고
    • A nonparametric "trim and fill" method of accounting for publication bias in meta-analysis
    • Duval S.J., Tweedie R.L. A nonparametric "trim and fill" method of accounting for publication bias in meta-analysis. Journal of the American Statistical Association 2000, 95(449):89-98.
    • (2000) Journal of the American Statistical Association , vol.95 , Issue.449 , pp. 89-98
    • Duval, S.J.1    Tweedie, R.L.2
  • 17
    • 56649119174 scopus 로고    scopus 로고
    • Outcome of comprehensive psycho-educational interventions for young children with autism
    • Eikeseth S. Outcome of comprehensive psycho-educational interventions for young children with autism. Research in Developmental Disabilities 2009, 30(1):158-178.
    • (2009) Research in Developmental Disabilities , vol.30 , Issue.1 , pp. 158-178
    • Eikeseth, S.1
  • 21
    • 0024062359 scopus 로고
    • Graphical display of estimates having differing standard errors
    • Galbraith R.F. Graphical display of estimates having differing standard errors. Technometrics 1988, 30:271-281.
    • (1988) Technometrics , vol.30 , pp. 271-281
    • Galbraith, R.F.1
  • 22
    • 0023790239 scopus 로고
    • A note on graphical presentation of estimated odds ratios from several clinical trials
    • Galbraith R.F. A note on graphical presentation of estimated odds ratios from several clinical trials. Statistics in Medicine 1988, 7:889-894.
    • (1988) Statistics in Medicine , vol.7 , pp. 889-894
    • Galbraith, R.F.1
  • 24
    • 0022396199 scopus 로고
    • A review of treatment research for self-injurious and stereotyped responding
    • Gorman-Smith D., Matson J.L. A review of treatment research for self-injurious and stereotyped responding. Journal of Mental Deficiency Research 1985, 29:295-308.
    • (1985) Journal of Mental Deficiency Research , vol.29 , pp. 295-308
    • Gorman-Smith, D.1    Matson, J.L.2
  • 25
    • 0001044839 scopus 로고
    • Distribution theory for Glass's estimator of effect size and related estimators
    • Hedges L.V. Distribution theory for Glass's estimator of effect size and related estimators. Journal of Educational Statistics 1981, 6:107-128.
    • (1981) Journal of Educational Statistics , vol.6 , pp. 107-128
    • Hedges, L.V.1
  • 27
    • 84982276936 scopus 로고    scopus 로고
    • A standardized mean difference effect size for multiple baseline designs across individuals
    • Hedges L.G., Pustejovsky J.E., Shadish W.R. A standardized mean difference effect size for multiple baseline designs across individuals. Research Synthesis Methods 2013, 10.1002/jrsm.1086.
    • (2013) Research Synthesis Methods
    • Hedges, L.G.1    Pustejovsky, J.E.2    Shadish, W.R.3
  • 30
    • 0030356911 scopus 로고    scopus 로고
    • Estimating effect size under publication bias: Small sample properties and robustness of a random effects selection model
    • Hedges L.V., Vevea J.L. Estimating effect size under publication bias: Small sample properties and robustness of a random effects selection model. Journal of Educational and Behavioral Statistics 1996, 21:299-333.
    • (1996) Journal of Educational and Behavioral Statistics , vol.21 , pp. 299-333
    • Hedges, L.V.1    Vevea, J.L.2
  • 31
    • 0032271151 scopus 로고    scopus 로고
    • Fixed- and random-effects models in meta-analysis
    • Hedges L.V., Vevea J.L. Fixed- and random-effects models in meta-analysis. Psychological Methods 1998, 3:486-504.
    • (1998) Psychological Methods , vol.3 , pp. 486-504
    • Hedges, L.V.1    Vevea, J.L.2
  • 32
    • 45749127806 scopus 로고    scopus 로고
    • Intervention for executive functions after traumatic brain injury: a systematic review, meta-analysis and clinical recommendations
    • Kennedy M., Coehlo C., Turkstra L., Ylvisaker M., Sohlberg M.M., Yorkston K., et al. Intervention for executive functions after traumatic brain injury: a systematic review, meta-analysis and clinical recommendations. Neuropsychological Rehabilitation 2008, 18(3):257-299.
    • (2008) Neuropsychological Rehabilitation , vol.18 , Issue.3 , pp. 257-299
    • Kennedy, M.1    Coehlo, C.2    Turkstra, L.3    Ylvisaker, M.4    Sohlberg, M.M.5    Yorkston, K.6
  • 33
    • 0042926567 scopus 로고    scopus 로고
    • Improved tests for a random effects meta-regression with a single covariate
    • Knapp G., Hartung J. Improved tests for a random effects meta-regression with a single covariate. Statistics in Medicine 2003, 22(17):2693-2710.
    • (2003) Statistics in Medicine , vol.22 , Issue.17 , pp. 2693-2710
    • Knapp, G.1    Hartung, J.2
  • 36
    • 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, 8e:88-99.
    • (2006) Journal of Positive Behavior Interventions , vol.8 e , pp. 88-99
    • Lambert, M.C.1    Cartledge, G.2    Heward, W.L.3    Lo, Y.4
  • 37
    • 0024224271 scopus 로고
    • Training parents to use the natural language paradigm to increase their autistic children's speech
    • Laski K.E., Charlop M.H., Schreibman L. Training parents to use the natural language paradigm to increase their autistic children's speech. Journal of Applied Behavior Analysis 1988, 21:391-400.
    • (1988) Journal of Applied Behavior Analysis , vol.21 , pp. 391-400
    • Laski, K.E.1    Charlop, M.H.2    Schreibman, L.3
  • 38
    • 34249276666 scopus 로고    scopus 로고
    • Using the natural language paradigm (NLP) to increase vocalizations of older adults with cognitive impairments
    • LeBlanc L.A., Geiger K.B., Sautter R.A., Sidener T.M. Using the natural language paradigm (NLP) to increase vocalizations of older adults with cognitive impairments. Research in Developmental Disabilities 2007, 28:437-444.
    • (2007) Research in Developmental Disabilities , vol.28 , pp. 437-444
    • LeBlanc, L.A.1    Geiger, K.B.2    Sautter, R.A.3    Sidener, T.M.4
  • 39
    • 0035897932 scopus 로고    scopus 로고
    • Forest plots: Trying to see the wood and the trees
    • Lewis S., Clarke M. Forest plots: Trying to see the wood and the trees. British Medical Journal 2001, 322:1279-1480.
    • (2001) British Medical Journal , vol.322 , pp. 1279-1480
    • Lewis, S.1    Clarke, M.2
  • 40
    • 0027738240 scopus 로고
    • The efficacy of psychological, educational, and behavioral treatment: Confirmation from meta-analysis
    • Lipsey M.W., Wilson D.B. The efficacy of psychological, educational, and behavioral treatment: Confirmation from meta-analysis. American Psychologist 1993, 48:1181-1209.
    • (1993) American Psychologist , vol.48 , pp. 1181-1209
    • Lipsey, M.W.1    Wilson, D.B.2
  • 42
    • 79956300923 scopus 로고    scopus 로고
    • A quantitative synthesis of methodology in the meta-analysis of single-subject research for students with disabilities: 1985-2009
    • Maggin D.M., O'Keeffe B.V., Johnson A.H. A quantitative synthesis of methodology in the meta-analysis of single-subject research for students with disabilities: 1985-2009. Exceptionality 2011, 19:109-135. 10.1080/09362835.2011.565725.
    • (2011) Exceptionality , vol.19 , pp. 109-135
    • Maggin, D.M.1    O'Keeffe, B.V.2    Johnson, A.H.3
  • 43
    • 79957844168 scopus 로고    scopus 로고
    • A generalized least squares regression approach for computing effect sizes in single-case research: Application examples
    • Maggin D.M., Swaminathan H., Rogers H.J., O'Keefe B.V., Sugai G., Horner R.H. A generalized least squares regression approach for computing effect sizes in single-case research: Application examples. Journal of School Psychology 2011, 49:301-321. 10.1016/j.jsp.2011.03.004.
    • (2011) Journal of School Psychology , vol.49 , pp. 301-321
    • Maggin, D.M.1    Swaminathan, H.2    Rogers, H.J.3    O'Keefe, B.V.4    Sugai, G.5    Horner, R.H.6
  • 44
    • 0000876735 scopus 로고
    • Publication prejudices: An experimental study of confirmatory bias on the peer review system
    • Mahoney M. Publication prejudices: An experimental study of confirmatory bias on the peer review system. Cognitive Therapy and Research 1977, 1:161-175.
    • (1977) Cognitive Therapy and Research , vol.1 , pp. 161-175
    • Mahoney, M.1
  • 45
    • 84897665387 scopus 로고    scopus 로고
    • From a single-level analysis to a multilevel analysis of single-case experimental designs
    • (this issue)
    • Moeyaert M., Ferron J., Beretvas S.N., Van den Noortgate W. From a single-level analysis to a multilevel analysis of single-case experimental designs. Journal of School Psychology 2013, 52:191-211. (this issue).
    • (2013) Journal of School Psychology , vol.52 , pp. 191-211
    • Moeyaert, M.1    Ferron, J.2    Beretvas, S.N.3    Van den Noortgate, W.4
  • 46
    • 33847078113 scopus 로고    scopus 로고
    • Percentage of all non-overlapping data (PAND): An alternative to PND
    • Parker R.I., Hagan-Burke S., Vannest K. Percentage of all non-overlapping data (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.I.1    Hagan-Burke, S.2    Vannest, K.3
  • 47
    • 70350521643 scopus 로고    scopus 로고
    • An improved effect size for single-case research: Nonoverlap of all pairs
    • Parker R.I., Vannest K. An improved effect size for single-case research: Nonoverlap of all pairs. Behavior Therapy 2009, 40:357-367.
    • (2009) Behavior Therapy , vol.40 , pp. 357-367
    • Parker, R.I.1    Vannest, K.2
  • 48
    • 79957826077 scopus 로고    scopus 로고
    • Effect size in single case research: A review of nine nonoverlap techniques
    • Parker R.I., Vannest K.J., Davis J.L. Effect size in single case research: A review of nine nonoverlap techniques. Behavior Modification 2011, 35:303-322. 10.1177/0145445511399147.
    • (2011) Behavior Modification , vol.35 , pp. 303-322
    • Parker, R.I.1    Vannest, K.J.2    Davis, J.L.3
  • 49
    • 79954590079 scopus 로고    scopus 로고
    • Combining nonoverlap and trend for single-case research: Tau-U
    • Parker R.I., Vannest K.J., Davis J.L., Sauber S.B. Combining nonoverlap and trend for single-case research: Tau-U. Behavior Therapy 2011, 42:284-299.
    • (2011) Behavior Therapy , vol.42 , pp. 284-299
    • Parker, R.I.1    Vannest, K.J.2    Davis, J.L.3    Sauber, S.B.4
  • 50
    • 0033236306 scopus 로고    scopus 로고
    • Statistical inference in behavior analysis: Experimental control is better
    • Perone M. Statistical inference in behavior analysis: Experimental control is better. The Behavior Analyst 1999, 22:109-116.
    • (1999) The Behavior Analyst , vol.22 , pp. 109-116
    • Perone, M.1
  • 52
    • 84863304598 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria, URL
    • R Development Core Team R: A language and environment for statistical computing 2012, R Foundation for Statistical Computing, Vienna, Austria, (URL http://www.R-project.org/).
    • (2012) R: A language and environment for statistical computing
  • 53
    • 38549141966 scopus 로고    scopus 로고
    • Social skills interventions for children with Asperger's syndrome or high-functioning autism: A review and recommendations
    • Rao P., Beidel D., Murray M. Social skills interventions for children with Asperger's syndrome or high-functioning autism: A review and recommendations. Journal of Autism and Developmental Disorders 2008, 38:353-361.
    • (2008) Journal of Autism and Developmental Disorders , vol.38 , pp. 353-361
    • Rao, P.1    Beidel, D.2    Murray, M.3
  • 55
    • 56349092813 scopus 로고    scopus 로고
    • A meta-analysis of single subject design writing intervention research
    • Rogers L.A., Graham S. A meta-analysis of single subject design writing intervention research. Journal of Educational Psychology 2008, 100:879-906.
    • (2008) Journal of Educational Psychology , vol.100 , pp. 879-906
    • Rogers, L.A.1    Graham, S.2
  • 57
    • 56449116543 scopus 로고    scopus 로고
    • Brief report: toward refinement of a predictive behavioral profile for treatment outcome in children with autism
    • Schreibman L., Stahmer A.C., Barlett V.C., Dufek S. Brief report: toward refinement of a predictive behavioral profile for treatment outcome in children with autism. Research in Autism Spectrum Disorders 2009, 3:163-172.
    • (2009) Research in Autism Spectrum Disorders , vol.3 , pp. 163-172
    • Schreibman, L.1    Stahmer, A.C.2    Barlett, V.C.3    Dufek, S.4
  • 58
    • 84870944572 scopus 로고    scopus 로고
    • PND at 25: Past, present, and future trends in summarizing single-subject research
    • Scruggs T.E., Mastropieri M.A. PND at 25: Past, present, and future trends in summarizing single-subject research. Remedial and Special Education 2013, 34:9-19. 10.1177/0741932512440730.
    • (2013) Remedial and Special Education , vol.34 , pp. 9-19
    • Scruggs, T.E.1    Mastropieri, M.A.2
  • 59
    • 0038455733 scopus 로고
    • The quantitative synthesis of single-case research: Methodology and validation
    • Scruggs T.E., Mastropieri M.A., Casto G. The quantitative synthesis of single-case research: Methodology and validation. Remedial and Special Education 1987, 8(2):24-33.
    • (1987) Remedial and Special Education , vol.8 , Issue.2 , pp. 24-33
    • Scruggs, T.E.1    Mastropieri, M.A.2    Casto, G.3
  • 60
    • 84897606955 scopus 로고    scopus 로고
    • Analysis and meta-analysis of single-case designs: An introduction
    • (this issue)
    • Shadish W.R. Analysis and meta-analysis of single-case designs: An introduction. Journal of School Psychology 2013, 52:109-122. (this issue).
    • (2013) Journal of School Psychology , vol.52 , pp. 109-122
    • Shadish, W.R.1
  • 61
    • 72749127236 scopus 로고    scopus 로고
    • Can nonrandomized experiments yield accurate answers? A randomized experiment comparing random to nonrandom assignment
    • Shadish W.R., Clark M.H., Steiner P.M. Can nonrandomized experiments yield accurate answers? A randomized experiment comparing random to nonrandom assignment. Journal of the American Statistical Association 2008, 103:1334-1343.
    • (2008) Journal of the American Statistical Association , vol.103 , pp. 1334-1343
    • Shadish, W.R.1    Clark, M.H.2    Steiner, P.M.3
  • 63
    • 84902761693 scopus 로고    scopus 로고
    • Combining estimates of effect size
    • Sage, New York, NY, H.M. Cooper, L.V. Hedges, J.C. Valentine (Eds.)
    • Shadish W.R., Haddock C.K. Combining estimates of effect size. The handbook of research synthesis and meta-analysis 2009, 257-277. Sage, New York, NY. 2nd ed. H.M. Cooper, L.V. Hedges, J.C. Valentine (Eds.).
    • (2009) The handbook of research synthesis and meta-analysis , pp. 257-277
    • Shadish, W.R.1    Haddock, C.K.2
  • 65
    • 85012866664 scopus 로고    scopus 로고
    • Analyzing single-case designs: d, G, multilevel models, Bayesian estimators, generalized additive models, and the hopes and fears of researchers about analyses
    • American Psychological Association, Washington, DC, (in press), T.R. Kratochwill, J.R. Levin (Eds.)
    • Shadish W.R., Hedges L.V., Pustejovsky J., Rindskopf D.M., Boyajian J.G., Sullivan K.J. Analyzing single-case designs: d, G, multilevel models, Bayesian estimators, generalized additive models, and the hopes and fears of researchers about analyses. Single-case intervention research: Methodological and data-analysis advances 2013, American Psychological Association, Washington, DC, (in press). T.R. Kratochwill, J.R. Levin (Eds.).
    • (2013) Single-case intervention research: Methodological and data-analysis advances
    • Shadish, W.R.1    Hedges, L.V.2    Pustejovsky, J.3    Rindskopf, D.M.4    Boyajian, J.G.5    Sullivan, K.J.6
  • 66
    • 84883792370 scopus 로고    scopus 로고
    • Analyzing data from single-case designs using multilevel models: New applications and some agenda items for future research
    • Shadish W.R., Kyse E.N., Rindskopf D.M. Analyzing data from single-case designs using multilevel models: New applications and some agenda items for future research. Psychological Methods 2013, 18:385-405. 10.1037/a0032964.
    • (2013) Psychological Methods , vol.18 , pp. 385-405
    • Shadish, W.R.1    Kyse, E.N.2    Rindskopf, D.M.3
  • 69
    • 81255150495 scopus 로고    scopus 로고
    • Characteristics of single-case designs used to assess intervention effects in 2008
    • (ERIC #ED530280)
    • Shadish W.R., Sullivan K.J. Characteristics of single-case designs used to assess intervention effects in 2008. Behavior Research Methods 2011, 43:971-980. (ERIC #ED530280). 10.3758/s13428-011-0111-y.
    • (2011) Behavior Research Methods , vol.43 , pp. 971-980
    • Shadish, W.R.1    Sullivan, K.J.2
  • 70
    • 84897626470 scopus 로고    scopus 로고
    • Using generalized additive (mixed) models to analyze single case designs
    • (this issue)
    • Shadish W.R., Zuur A.F., Sullivan K.J. Using generalized additive (mixed) models to analyze single case designs. Journal of School Psychology 2013, 52:149-178. (this issue).
    • (2013) Journal of School Psychology , vol.52 , pp. 149-178
    • Shadish, W.R.1    Zuur, A.F.2    Sullivan, K.J.3
  • 72
    • 84897633823 scopus 로고    scopus 로고
    • An effect size measure and Bayesian analysis of single-case designs
    • (this issue)
    • Swaminathan H., Rogers H.J., Horner R.H. An effect size measure and Bayesian analysis of single-case designs. Journal of School Psychology 2013, 52:213-230. (this issue).
    • (2013) Journal of School Psychology , vol.52 , pp. 213-230
    • Swaminathan, H.1    Rogers, H.J.2    Horner, R.H.3
  • 75
    • 21844487157 scopus 로고
    • A general linear model for estimating effect size in the presences of publication bias
    • Vevea J.L., Hedges L.V. A general linear model for estimating effect size in the presences of publication bias. Psychometrika 1995, 60:419-435.
    • (1995) Psychometrika , vol.60 , pp. 419-435
    • Vevea, J.L.1    Hedges, L.V.2
  • 76
    • 30544451496 scopus 로고    scopus 로고
    • Publication bias in research synthesis: Sensitivity analysis using a priori weight functions
    • Vevea J.L., Woods C.M. Publication bias in research synthesis: Sensitivity analysis using a priori weight functions. Psychological Methods 2005, 10:428-443. 10.1037/1082-989X.10.4.428.
    • (2005) Psychological Methods , vol.10 , pp. 428-443
    • Vevea, J.L.1    Woods, C.M.2
  • 77
    • 77958110812 scopus 로고    scopus 로고
    • Conducting meta-analyses in R with the metafor package
    • Viechtbauer W. Conducting meta-analyses in R with the metafor package. Journal of Statistical Software 2010, 36(3):1-48. (http://www.jstatsoft.org/v36/i03/).
    • (2010) Journal of Statistical Software , vol.36 , Issue.3 , pp. 1-48
    • Viechtbauer, W.1
  • 79
    • 0001653457 scopus 로고    scopus 로고
    • Statistical methods in psychology journals: Guidelines and explanations
    • the Task Force on Statistical Inference
    • Wilkinson L., the Task Force on Statistical Inference Statistical methods in psychology journals: Guidelines and explanations. American Psychologist 1999, 54:594-604.
    • (1999) American Psychologist , vol.54 , pp. 594-604
    • Wilkinson, L.1


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