메뉴 건너뛰기




Volumn 52, Issue 5, 2009, Pages 499-511

Effects of measurement errors on psychometric measurements in ergonomics studies: Implications for correlations, ANOVA, linear regression, factor analysis, and linear discriminant analysis

Author keywords

Measurement errors; Reliability; Statistical analysis

Indexed keywords

ANALYSIS OF VARIANCE (ANOVA); DISCRIMINANT ANALYSIS; ERGONOMICS; FACE RECOGNITION; FORESTRY; IMAGE RETRIEVAL; MEASUREMENTS; QUALITY ASSURANCE; RANDOM ERRORS; REGRESSION ANALYSIS; RELIABILITY ANALYSIS; RESEARCH;

EID: 68349160601     PISSN: 00140139     EISSN: 13665847     Source Type: Journal    
DOI: 10.1080/00140130802392999     Document Type: Article
Times cited : (26)

References (67)
  • 1
    • 0003600480 scopus 로고    scopus 로고
    • American Educational Research Association, American Psychological Association, and the National Council on Measurement in Education, Washington, D.C, American Educational Research Association
    • American Educational Research Association, American Psychological Association, and the National Council on Measurement in Education, 1999. Standards for educational and Psychological testing. Washington, D.C.: American Educational Research Association.
    • (1999) Standards for educational and Psychological testing
  • 2
    • 0002443704 scopus 로고
    • Theta reliability and factor scaling
    • H. Costner, ed, San Francisco, CA: Jossey-Bass
    • Armor, D., 1974. Theta reliability and factor scaling. In: H. Costner, ed. Sociological methodology. San Francisco, CA: Jossey-Bass, 17-50.
    • (1974) Sociological methodology , pp. 17-50
    • Armor, D.1
  • 3
    • 0013987268 scopus 로고
    • The test of significance in psychological research
    • Bakan, D., 1966. The test of significance in psychological research. Psychological Bulletin, 66, 423-437.
    • (1966) Psychological Bulletin , vol.66 , pp. 423-437
    • Bakan, D.1
  • 4
    • 0002894570 scopus 로고
    • Measurement
    • P.H. Rossi, J.D. Wright, and A.B. Anderson, eds, New York: Academic Press
    • Bohrnstedt, G.W., 1983. Measurement. In: P.H. Rossi, J.D. Wright, and A.B. Anderson, eds. Handbook of survey research. New York: Academic Press, 69-121.
    • (1983) Handbook of survey research , pp. 69-121
    • Bohrnstedt, G.W.1
  • 5
    • 84979109616 scopus 로고
    • Some experimental results in the correlation of mental abilities
    • Brown, W., 1910. Some experimental results in the correlation of mental abilities. British Journal of Psychology, 3, 296-322.
    • (1910) British Journal of Psychology , vol.3 , pp. 296-322
    • Brown, W.1
  • 6
    • 0010043226 scopus 로고    scopus 로고
    • Data collection and evaluation of outcome measures
    • G. Salvendy, ed, 2nd edition. New York: John Wiley & Sons Inc
    • Carayon, P. and Salvendy, G., 1997. Data collection and evaluation of outcome measures. In: G. Salvendy, ed. Handbook of human factors and ergonomics, 2nd edition. New York: John Wiley & Sons Inc., 1451-1471.
    • (1997) Handbook of human factors and ergonomics , pp. 1451-1471
    • Carayon, P.1    Salvendy, G.2
  • 9
    • 8544267952 scopus 로고    scopus 로고
    • Development of a monitoring system for keyboard users' performance
    • Chang, C.-H., Wang, J.-D., and Hwang, Y.-H., 2004. Development of a monitoring system for keyboard users' performance. Ergonomics, 47 (14), 1571-1581.
    • (2004) Ergonomics , vol.47 , Issue.14 , pp. 1571-1581
    • Chang, C.-H.1    Wang, J.-D.2    Hwang, Y.-H.3
  • 10
    • 68349133108 scopus 로고
    • An improved internal consistency reliability estimate
    • Cliff, N., 1984. An improved internal consistency reliability estimate. Journal of Educational Statistics, 9, 151-161.
    • (1984) Journal of Educational Statistics , vol.9 , pp. 151-161
    • Cliff, N.1
  • 11
    • 0039802908 scopus 로고
    • The earth is round (p < .05)
    • Cohen, J., 1994. The earth is round (p < .05). American Psychologist 49, 997-1003.
    • (1994) American Psychologist , vol.49 , pp. 997-1003
    • Cohen, J.1
  • 13
    • 33845945922 scopus 로고
    • Coefficient alpha and the internal structure of tests
    • Cronbach, L.J., 1951. Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297-334.
    • (1951) Psychometrika , vol.16 , pp. 297-334
    • Cronbach, L.J.1
  • 14
    • 9744252667 scopus 로고
    • How should we measure 'change' - Or should we?
    • Cronbach, L.J. and Furby, L., 1970. How should we measure 'change' - Or should we? Psychological Bulletin, 74, 68-80.
    • (1970) Psychological Bulletin , vol.74 , pp. 68-80
    • Cronbach, L.J.1    Furby, L.2
  • 15
    • 12744261238 scopus 로고    scopus 로고
    • The need for command and control instant message adaptive interfaces: Lessons learned from Tactical Tomahawk human-in-the-loop simulations
    • Cummings, M.L., 2004. The need for command and control instant message adaptive interfaces: Lessons learned from Tactical Tomahawk human-in-the-loop simulations. Cyberpsychology & Behavior, 7 (6), 653-661.
    • (2004) Cyberpsychology & Behavior , vol.7 , Issue.6 , pp. 653-661
    • Cummings, M.L.1
  • 16
    • 3843094000 scopus 로고    scopus 로고
    • The impact of shiftwork on work-home conflict, job attitudes and health
    • Demerouti, E., et al. 2004. The impact of shiftwork on work-home conflict, job attitudes and health. Ergonomics, 47 (9), 987-1002.
    • (2004) Ergonomics , vol.47 , Issue.9 , pp. 987-1002
    • Demerouti, E.1
  • 19
    • 27944478539 scopus 로고    scopus 로고
    • Understanding users with diabetic retinopathy: Factors that affect performance in a menu selection task
    • Edwards, P.J., et al. 2005. Understanding users with diabetic retinopathy: Factors that affect performance in a menu selection task. Behaviour and Information Technology, 24 (3), 175-186.
    • (2005) Behaviour and Information Technology , vol.24 , Issue.3 , pp. 175-186
    • Edwards, P.J.1
  • 20
    • 0037849503 scopus 로고
    • Tactical note on the relation between scientific and statistical hypotheses
    • Edwards, W., 1965. Tactical note on the relation between scientific and statistical hypotheses. Psychological Bulletin, 63, 400-402.
    • (1965) Psychological Bulletin , vol.63 , pp. 400-402
    • Edwards, W.1
  • 21
    • 0030499290 scopus 로고    scopus 로고
    • The new rules of measurement
    • Embretson, S.E., 1996. The new rules of measurement. Psychological Assessment, 8 (4), 341-349.
    • (1996) Psychological Assessment , vol.8 , Issue.4 , pp. 341-349
    • Embretson, S.E.1
  • 24
    • 0039620968 scopus 로고    scopus 로고
    • Evaluating the use of exploratory factor analysis in psychological research
    • Fabrigar, L.R., et al. 1999. Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4, 272-299.
    • (1999) Psychological Methods , vol.4 , pp. 272-299
    • Fabrigar, L.R.1
  • 25
    • 46649087024 scopus 로고
    • The information capacity of the human motor system in controlling the amplitude of movement
    • Fitts, P.M., 1954. The information capacity of the human motor system in controlling the amplitude of movement. Journal of Experimental Psychology, 47, 381-391.
    • (1954) Journal of Experimental Psychology , vol.47 , pp. 381-391
    • Fitts, P.M.1
  • 26
    • 3343019470 scopus 로고
    • Measuring nominal scale agreement among many raters
    • Fleiss, J.L., 1971. Measuring nominal scale agreement among many raters. Psychological Bulletin, 76 (5), 378-382.
    • (1971) Psychological Bulletin , vol.76 , Issue.5 , pp. 378-382
    • Fleiss, J.L.1
  • 31
    • 0001294382 scopus 로고
    • The limiting distribution of least squares in an errors-in-variables linear regression model
    • Gleser, L.J., Carroll, R.J., and Gallo, P.P., 1987. The limiting distribution of least squares in an errors-in-variables linear regression model. Annals of Statistics, 15, 220-233.
    • (1987) Annals of Statistics , vol.15 , pp. 220-233
    • Gleser, L.J.1    Carroll, R.J.2    Gallo, P.P.3
  • 32
    • 0003706919 scopus 로고    scopus 로고
    • Harlow, L.L, Mulaik, S.A, and Steiger, J.H. eds, Mahwah, NJ: Lawrence Erlbaum
    • Harlow, L.L., Mulaik, S.A., and Steiger, J.H. eds. 1997. What if there were no significance tests? Mahwah, NJ: Lawrence Erlbaum.
    • (1997) What if there were no significance tests
  • 33
    • 0002836235 scopus 로고
    • Validity, invalidity, and reliability
    • E. Borgatta and G.W. Bohrnst, eds, San Francisco, CA: Jossey-Bass
    • Heise, D.R. and Bohrnstedt, G.W., 1970. Validity, invalidity, and reliability. In: E. Borgatta and G.W. Bohrnst, eds. Sociological methodology. San Francisco, CA: Jossey-Bass, 104-129.
    • (1970) Sociological methodology , pp. 104-129
    • Heise, D.R.1    Bohrnstedt, G.W.2
  • 36
    • 0022143116 scopus 로고
    • Applying the Rasch Model to test administration
    • Howard, E.P., 1985. Applying the Rasch Model to test administration. Journal of Nursing Education, 24, 340-343.
    • (1985) Journal of Nursing Education , vol.24 , pp. 340-343
    • Howard, E.P.1
  • 37
  • 38
    • 33749349530 scopus 로고    scopus 로고
    • Error in statistical tests of error in statistical tests
    • online, Available from:, Accessed 10 December 2007
    • Jeng, M., 2006. Error in statistical tests of error in statistical tests. BMC Medical Research Methodology, 6 (45) [online]. Available from: http://www.pubmedcentral.nih.gov/ articlerender.fcgi?artid=1586023 [Accessed 10 December 2007].
    • (2006) BMC Medical Research Methodology , vol.6 , Issue.45
    • Jeng, M.1
  • 41
    • 0030121174 scopus 로고    scopus 로고
    • On assessing operator response time in human reliability analysis (HRA) using a possibilistic fuzzy regression model
    • Kim, B. and Bishu, R.R., 1996. On assessing operator response time in human reliability analysis (HRA) using a possibilistic fuzzy regression model. Reliability Engineering & System Safety, 52 (1), 27-34.
    • (1996) Reliability Engineering & System Safety , vol.52 , Issue.1 , pp. 27-34
    • Kim, B.1    Bishu, R.R.2
  • 42
    • 0030517592 scopus 로고    scopus 로고
    • Practical significance: A concept whose time has come
    • Kirk, R., 1996. Practical significance: A concept whose time has come. Educational and Psychological Measurement, 56, 746-759.
    • (1996) Educational and Psychological Measurement , vol.56 , pp. 746-759
    • Kirk, R.1
  • 43
    • 0004200962 scopus 로고
    • Thousand Oaks, CA: Sage Publications
    • Klecka, W., 1980. Discriminant analysis. Thousand Oaks, CA: Sage Publications.
    • (1980) Discriminant analysis
    • Klecka, W.1
  • 44
    • 0026289424 scopus 로고
    • Coefficient alpha: Conceptualizations and anomalies
    • Knapp, T.R., 1991. Coefficient alpha: Conceptualizations and anomalies. Research in Nursing & Health, 14, 457-460.
    • (1991) Research in Nursing & Health , vol.14 , pp. 457-460
    • Knapp, T.R.1
  • 45
    • 33644765494 scopus 로고    scopus 로고
    • 2nd edition. Vancouver, Canada: Edgeworth Laboratory for Quantitative Educational and Behavioral Science Series, University of British Columbia
    • Knapp, T.R., 2002. Reliability of measuring instruments, 2nd edition. Vancouver, Canada: Edgeworth Laboratory for Quantitative Educational and Behavioral Science Series, University of British Columbia.
    • (2002) Reliability of measuring instruments
    • Knapp, T.R.1
  • 46
    • 33747485518 scopus 로고    scopus 로고
    • Effects of missing data in social networks
    • Kossinets, G., 2006. Effects of missing data in social networks. Social Networks, 28 (3), 247-268.
    • (2006) Social Networks , vol.28 , Issue.3 , pp. 247-268
    • Kossinets, G.1
  • 48
    • 0011902739 scopus 로고
    • The theory of the estimation of test reliability
    • Kuder, G.F. and Richardson, M.W., 1937. The theory of the estimation of test reliability. Psychometrika, 2, 151-160.
    • (1937) Psychometrika , vol.2 , pp. 151-160
    • Kuder, G.F.1    Richardson, M.W.2
  • 49
    • 84976832157 scopus 로고
    • Operator work load: When is enough?
    • LeMay, M. and Hird, E., 1985. Operator work load: When is enough? Communications of ACM, 29 (7), 638-642.
    • (1985) Communications of ACM , vol.29 , Issue.7 , pp. 638-642
    • LeMay, M.1    Hird, E.2
  • 51
    • 0035554901 scopus 로고    scopus 로고
    • An empirical investigation of the novice experience with soft keyboards
    • MacKenzie, I.S. and Zhang, S.X., 2001. An empirical investigation of the novice experience with soft keyboards. Behaviour & Information Technology, 20, 411-418.
    • (2001) Behaviour & Information Technology , vol.20 , pp. 411-418
    • MacKenzie, I.S.1    Zhang, S.X.2
  • 52
    • 0004147406 scopus 로고
    • Reading, MA: Addison-Wesley Publishing Company
    • Magnusson, D., 1967. Test theory. Reading, MA: Addison-Wesley Publishing Company.
    • (1967) Test theory
    • Magnusson, D.1
  • 53
    • 68349160377 scopus 로고    scopus 로고
    • Assessing carpal tunnel syndrome Risk via discriminant analysis
    • S. Kumar, ed, Amsterdam: IOS Press
    • Miller, G.L., Yearout, R.D., and Neimkin, R., 1998. Assessing carpal tunnel syndrome Risk via discriminant analysis. In: S. Kumar, ed. Advances in occupational ergonomics and safety. Amsterdam: IOS Press, 794-797.
    • (1998) Advances in occupational ergonomics and safety , pp. 794-797
    • Miller, G.L.1    Yearout, R.D.2    Neimkin, R.3
  • 55
    • 0029219786 scopus 로고
    • Predicting spoken disfluencies during human-computer interaction
    • Oviatt, S., 1995. Predicting spoken disfluencies during human-computer interaction. Computer Speech and Language, 9 (1), 19-35.
    • (1995) Computer Speech and Language , vol.9 , Issue.1 , pp. 19-35
    • Oviatt, S.1
  • 56
    • 0041101858 scopus 로고
    • A generalization of coefficient alpha
    • Raju, N.S., 1977. A generalization of coefficient alpha. Psychometrika, 42, 549-565.
    • (1977) Psychometrika , vol.42 , pp. 549-565
    • Raju, N.S.1
  • 57
    • 0038927405 scopus 로고    scopus 로고
    • When confidence intervals should be used instead of statistical tests, and vice versa
    • L.L. Harlow, S.A. Mulaik, and J.H. Steiger, eds, Mahwah, NJ: Lawrence Erlbaum
    • Reichardt, C.S. and Gollob, H.F., 1997. When confidence intervals should be used instead of statistical tests, and vice versa. In: L.L. Harlow, S.A. Mulaik, and J.H. Steiger, eds. What if there were no significance tests? Mahwah, NJ: Lawrence Erlbaum, 259-284.
    • (1997) What if there were no significance tests , pp. 259-284
    • Reichardt, C.S.1    Gollob, H.F.2
  • 59
    • 0001308435 scopus 로고    scopus 로고
    • Measurement error in psychological research: Lessons from 26 research scenarios
    • Schmidt, F.L. and Hunter, J.E., 1996. Measurement error in psychological research: Lessons from 26 research scenarios. Psychological Methods 1 (2), 199-223.
    • (1996) Psychological Methods , vol.1 , Issue.2 , pp. 199-223
    • Schmidt, F.L.1    Hunter, J.E.2
  • 60
    • 33750178050 scopus 로고    scopus 로고
    • Some recent advances in measurement error models and methods
    • Schneeweiss, H. and Augustin, T., 2006. Some recent advances in measurement error models and methods. Allgemenies Statistisches Archiv, 90 (1), 183-197.
    • (2006) Allgemenies Statistisches Archiv , vol.90 , Issue.1 , pp. 183-197
    • Schneeweiss, H.1    Augustin, T.2
  • 61
    • 0002143262 scopus 로고
    • Rationality in psychological research
    • Serlin, R.C. and Lapsley, D.K., 1985. Rationality in psychological research. American Psychologist, 40, 73-83.
    • (1985) American Psychologist , vol.40 , pp. 73-83
    • Serlin, R.C.1    Lapsley, D.K.2
  • 62
    • 48249153186 scopus 로고
    • Intraclass correlations: Use in assessing interrater reliability
    • Shrout, P.E. and Fleiss, J.L., 1979. Intraclass correlations: Use in assessing interrater reliability. Psychological Bulletin, 86, 420-428.
    • (1979) Psychological Bulletin , vol.86 , pp. 420-428
    • Shrout, P.E.1    Fleiss, J.L.2
  • 63
    • 84893359245 scopus 로고    scopus 로고
    • Thompson, B., 1994. The concept of statistical significance testing. Practical Assessment, Research & Evaluation, 4 (5) [online]. Available from: http://PAREonline.net/getvn.asp?v=4&n=5 [Accessed 10 December 2007].
    • Thompson, B., 1994. The concept of statistical significance testing. Practical Assessment, Research & Evaluation, 4 (5) [online]. Available from: http://PAREonline.net/getvn.asp?v=4&n=5 [Accessed 10 December 2007].
  • 64
    • 0346266392 scopus 로고    scopus 로고
    • Measuring user perceptions of Web site reputation
    • Toms, E.G. and Taves, A.R., 2004. Measuring user perceptions of Web site reputation. Information Processing & Management, 40 (2), 291-317.
    • (2004) Information Processing & Management , vol.40 , Issue.2 , pp. 291-317
    • Toms, E.G.1    Taves, A.R.2
  • 65
    • 0032671610 scopus 로고    scopus 로고
    • Computer self-efficacy, training effectiveness and user attitudes: An empirical study
    • Torkzadeh, R., Pflughoeft, K., and Hall, L., 1999. Computer self-efficacy, training effectiveness and user attitudes: An empirical study. Behaviour and Information Technology, 18 (4), 299-309.
    • (1999) Behaviour and Information Technology , vol.18 , Issue.4 , pp. 299-309
    • Torkzadeh, R.1    Pflughoeft, K.2    Hall, L.3
  • 67
    • 85017369930 scopus 로고    scopus 로고
    • 3rd edition. Hoboken, NJ: John Wiley & Sons
    • Weisberg, S., 2005. Applied linear regression, 3rd edition. Hoboken, NJ: John Wiley & Sons.
    • (2005) Applied linear regression
    • Weisberg, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.