개별대상연구 자료의 통계 분석에 관한 연구 = Statistical Analysis of Single Subject Research Data

다국어 초록 (Multilingual Abstract)

Data of single subject research(SSR) have been visually analyzed. But statistical analysis is demanded nowadays because of the criticism of visual analysis and the advantage of statistical analysis. However typical methods of statistical analysis are not appropriate for SSR because of autocorrelation of SSR data. Therefore methods of statistical analysis for SSR data are needed. This study discussed the need of statistical anaysis of SSR data and the problem of typical statistical analysis for SSR. Also this study presented various methods of statistical analysis for SSR data.

참고문헌 (Reference)

1 양명희, "행동수정 이론에 기초한 행동지원" 학지사 2012

2 차태현, "비위관을 이용하여 섭식하는 뇌졸중 환자들의 연하장애에 대한 전기자극치료와 전통적 연하재활치료의 비교" 대한작업치료학회 16 (16): 1-10, 2008

3 Ottenbacher, K. J., "When is a picture worth a thousand p values? A comparison of visual and qunatitative methods to analyze single subject data" 23 (23): 436-449, 1990

4 Ottenbacher, K. J., "Visual inspection of single-subject data : An empirical analysis" 28 (28): 283-290, 1990

5 Fisher, W. W., "Visual aids and structured criteria for improving visual inspection and interpretation of single-case designs" 36 (36): 387-406, 2003

6 유은정, "VDT작업환경에서 앉은 자세에 대한즉각적 피드백과 지연된 피드백의 효과비교" 한국산업및조직심리학회 20 (20): 135-155, 2007

7 Hagopian, L. P., "Toward the development of structured criteria for interpretation of functional analysis data" 30 (30): 313-326, 1997

8 Box, G. E. P., "Time-series analysis: Forecasting and control" Prentice-Hall 1994

9 Gorsuch, R. L., "Three methods for analyzing limited time-series(N of 1)data" 5 : 141-154, 1983

10 White, O. R., "The “split middle”: A “quicke” method of trend estimation" Experimental Education Unit, Child Development and Mental Retardation Center 1974

11 White, O. R., "The “slit-middle”: A “quick” method of trend estimation" University of Oregon, Regional Center for Handicapped Children 1971

12 Brossart, D. F., "The relationship between visual analysis and five statistical analyses in a simple AB single-case research design" 30 (30): 531-563, 2006

13 Scruggs, T. E., "The quantitative synthesis of single-subject research : Methodology and validation" 8 (8): 24-33, 1987

14 Crosbie, J., "The inappropriateness of the C statistics for assessing stability or treatment effects with single subject data" 11 (11): 315-325, 1989

15 Normand, M. P., "The effects of celeration lines on visual data analysis" 30 (30): 395-314, 2006

16 Ferron, J., "Tests for the visual analysis of response-guided multiple-baseline data" 75 (75): 66-81, 2006

17 Doty, L. A., "Statistical process control" Industrial Press 1996

18 Michael, J., "Statistical inference for individual organism research: Mixed blessing or curse?" 7 (7): 647-653, 1974

19 Revusky, S. H., "Some statistical treatment compatible with individual organism metheodology" 10 (10): 319-330, 1967

20 White, O. R., "Some comments concerning “The quantitative synthesis of single-subject research”" 8 (8): 34-39, 1987

21 Kratochwill, T. R., "Single-subject research-Strategies for evaluating change" Academic Press 1978

22 Jones, W. P., "Single-case time series with Bayesian analysis : A practitioner’s guide" 36 (36): 28-39, 2003

23 Parker, R. I., "Single-case research results as clinical outcomes" 45 (45): 637-653, 2007

24 Morgan, D. L., "Single-case research methods for the behavioral and health sciences" SAGE Publications 2009

25 Kazdin, A. E., "Single-case research designs: Methods for clinical and applied settings" Oxford University Press 2011

26 Kazdin, A. E., "Single-case research designs" Oxford University Press 1982

27 Busk, P., "Single-case research design and analysis: New directions for psychology and education" Lawrence Erlbaum 1992

28 Parsonson, B. S., "Single subject research- Strategies for evaluating change" Academic Press 101-165, 1978

29 Campbell, J. M., "Single subject research methodology in behavioral sciences" Routledge 417-453, 2010

30 Houle, T. T., "Single case experimental designs: Strategies for studying behavior change" Allyn & Bacon 271-305, 2009

31 Parsonson, B. S., "Research methods in applied behavior analysis: Issues and advances" Plenum Press 157-186, 1986

32 Ottenbacher, K., "Reliability and accuracy of visually analyzing graphed data from single-subject designs" 40 (40): 464-469, 1986

33 Edgington, E. S., "Randomization tests" Chapman & Hall/CRC 2007

34 Lundervold, D., "Quantitative analysis of treatment of aggression, self-injury, and property destruction" 12 (12): 591-617, 1988

35 Baer, D. M., "Perhaps it wood be better not to know everything" 10 (10): 167-172, 1977

36 Parker, R. I., "Percentage of all non-overlapping data(PAND) : An alternative to PND" 40 (40): 194-204, 2007

37 Skinner, B. F., "Operant behavior" 18 : 503-515, 1963

38 Faith, M. S., "Methods for the design and analysis of single-case research" Lawrence Erlbaum 1997

39 Furlong, M. J., "Intervention effects and relative variations as dimensions in experts’ use of visual inference" 15 (15): 415-421, 1982

40 Crosbie, J., "Interrupted time-series analysis with brief single subject data" 61 (61): 966-974, 1993

41 Hartman, D. P., "Interrupted time-series analysis and its application to behavioral data" 13 (13): 543-559, 1980

42 Ottenbacher, K. J., "Interrater agreement of visual analysis in single-subject decision: Quantitative review and analysis" 98 (98): 135-142, 1993

43 DeProspero, A., "Inconsistent visual analyses of intrasubject data" 12 (12): 573-579, 1979

44 Satake, E., "Handbook of statistical methods: Single subject design" Plural Publishing 2008

45 Levin, J. R., "Generalized single-case randomization tests : Flexible analyses for a variety of situations" 14 (14): 59-93, 1999

46 White, O. R., "Exceptional teaching" Merrill 1980

47 Parker, R. I., "Effect sizes in single case research: How large is large?" 34 (34): 116-132, 2005

48 Mastropieri, M. A., "Early intervention for socially withdrawn children" 19 (19): 429-441, 1986

49 Scruggs, T. E., "Early intervention for children with conduct disorders : A quantative synthesis of single-subject research" 11 (11): 260-270, 1986

50 Glass, G. V., "Design and analysis of time-series experiments" Colorado Associated University Press 1975

51 Onghena, P., "Customization of pain treatments : Single-case design and analysis" 21 (21): 56-68, 2005

52 Wolery, M., "Comparison of overlap methods for quantitatively synthesizing single-subject data" 44 (44): 18-28, 2010

53 White, K. G., "Cognition and behavior analysis" 52 : 197-198, 1989

54 Borckardt, J. J., "Clinical practice as natural laboratory for psychotherapy research : A guide to case-based time-series analysis" 63 (63): 77-95, 2008

55 Allison, D. B., "Calculating effect sizes for meta-analysis: The case of the single case" 31 (31): 621-631, 1993

56 Thompson, T., "Behavioral observation: Technology and applications in developmental disabilities" Brookes 1999

57 Busk, P. L., "Autocorrelation in single-subject research : A counterargument to the myth of no autocorrelation" 10 (10): 229-242, 1988

58 Sharpley, C. F., "Autocorelation in behavioral data : An alternative perspective" 10 (10): 243-251, 1988

59 Huitema, B. E., "Applied clinical psychology: Research methods in apllied behavior analysis: Issues and advances" Plenum 209-232, 1986

60 Orme, J. G., "Analyzing single-subject design data using statistical process control charts" 25 (25): 115-127, 2001

61 Lall, V. F., "An empirical investigation of the statistical properties of generalized single-case randomization tests" 42 (42): 61-86, 2004

62 Ottenbacher, K. J., "An empirical investigation of interrater agreement for single-subject data using graphs with and without trend lines" 16 (16): 48-55, 1991

63 Ma, H. H., "An alternative method for quantitative synthesis of single-subject researches : Percentage of data points exceeding the median" 30 (30): 598-617, 2006

64 Brossart, D. F., "Advanced regression methods for single-case designs : Studying propranolol in the treatment for agtation associated with traumatic brain injury" 53 (53): 357-369, 2008

65 Tryon, W. W., "A simplified time-series analysis for evaluating treatment interventions" 15 (15): 423-429, 1982

66 Center, B. A., "A methodology for the quantitative synthesis of intra-subject design research" 19 (19): 387-400, 1986

67 Scotti, J. R., "A meta-analysis of intervention research with problem behavior : Treatment validity and standards of practice" 96 (96): 233-256, 1991

68 White, O. R., "A manual for the calculation and use of the median slope - A technique of progress estimation and predication in the single case" Regional Resource Center for Handicapped Children, University of Oregon 1972

69 McKnight, D. L., "A double bootstrap method to analyze linear models with autoregressive errorterms" 5 (5): 87-101, 2000