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Published in: Community Mental Health Journal 6/2008

01-12-2008 | Original Paper

Using Rasch Analysis to Validate the Revised PSQI to Assess Sleep Disorders in Taiwan’s Hi-tech Workers

Authors: Tsair-Wei Chien, Sen-Yen Hsu, Chein Tai, How-Ran Guo, Shih-Bin Su

Published in: Community Mental Health Journal | Issue 6/2008

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Abstract

The Pittsburgh Sleep Quality Index (PSQI) is an effective instrument for measuring the quality of sleep in older adults. In this study, we used Rasch analysis to validate the items of the revised PSQI (SC_PSQI) that contribute to a single construct. A total of 3,742 workers agreed to participate in this study. Both the appropriateness of the scoring rubrics and the unidimensionality of the SC_PSQI scale were investigated. All nine items fit the model’s expectations rather well. These results indicate that the SC_PSQI with a 0 to 2 scoring scale can be used as a unidimensionality to assess sleep quality.
Literature
go back to reference Andrich, D. (1978). A rating scale formulation for ordered response categories. Psychometrika, 43, 561–573.CrossRef Andrich, D. (1978). A rating scale formulation for ordered response categories. Psychometrika, 43, 561–573.CrossRef
go back to reference Beck-Little, R., & Weinrich, S. P. (1998). Assessment and management of sleep disorders in the elderly. Journal of Gerontological Nursing, 24(4), 21–29.PubMed Beck-Little, R., & Weinrich, S. P. (1998). Assessment and management of sleep disorders in the elderly. Journal of Gerontological Nursing, 24(4), 21–29.PubMed
go back to reference Bond, T. G., & Fox, C. M. (2001). Applying the Rasch model: Fundamental measurement in the human sciences. Mahwah, NJ: Erlbaum, p. 179. Bond, T. G., & Fox, C. M. (2001). Applying the Rasch model: Fundamental measurement in the human sciences. Mahwah, NJ: Erlbaum, p. 179.
go back to reference Buysse, D. J., Reynolds, C. F. III, Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989). The Pittsburgh Sleep Quality Index: A new instrument for psychiatric practice and research. Journal of Psychiatric Research, 28, 193–213.CrossRef Buysse, D. J., Reynolds, C. F. III, Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989). The Pittsburgh Sleep Quality Index: A new instrument for psychiatric practice and research. Journal of Psychiatric Research, 28, 193–213.CrossRef
go back to reference Doi, Y., Minowa, M., Uchiyama, M., Okawa, M., Kim, K., Shibui, K., & Kamei, Y. (2000). Psychometric assessment of subjective sleep quality using the Japanese version of the Pittsburgh Sleep Quality Index (PSQI-J) in psychiatric disordered and control subjects. Psychiatry Research, 97(2–3), 165–172.PubMedCrossRef Doi, Y., Minowa, M., Uchiyama, M., Okawa, M., Kim, K., Shibui, K., & Kamei, Y. (2000). Psychometric assessment of subjective sleep quality using the Japanese version of the Pittsburgh Sleep Quality Index (PSQI-J) in psychiatric disordered and control subjects. Psychiatry Research, 97(2–3), 165–172.PubMedCrossRef
go back to reference Embretson, S. E., & Reise, S. P. (2000). Item response theory for psychologists. Mahwah, NJ: Lawrence Erlbaum. Embretson, S. E., & Reise, S. P. (2000). Item response theory for psychologists. Mahwah, NJ: Lawrence Erlbaum.
go back to reference Escobar-Cordoba, F., & Eslava-Schmalbach, J. (2005). Colombian validation of the Pittsburgh Sleep Quality Index. Revista de neurologia, 40, 150–155.PubMed Escobar-Cordoba, F., & Eslava-Schmalbach, J. (2005). Colombian validation of the Pittsburgh Sleep Quality Index. Revista de neurologia, 40, 150–155.PubMed
go back to reference Hsueh, I.-P., Wang, W.-C., Sheu, C.-F., & Hsieh, C.-L. (2004). Rasch analysis of combining two indices to assess comprehensive ADL function in stroke patients. Stroke, 35(3), 721–726.PubMedCrossRef Hsueh, I.-P., Wang, W.-C., Sheu, C.-F., & Hsieh, C.-L. (2004). Rasch analysis of combining two indices to assess comprehensive ADL function in stroke patients. Stroke, 35(3), 721–726.PubMedCrossRef
go back to reference Linacre, J. M. (1998). Detecting multidimensionality: Which residual data-type works best? Journal of Outcome Measurement, 2, 266–283.PubMed Linacre, J. M. (1998). Detecting multidimensionality: Which residual data-type works best? Journal of Outcome Measurement, 2, 266–283.PubMed
go back to reference Linacre, J. M. (1999a). Investigating rating scale category utility. Journal of Outcome Measurement, 3(2), 103–122.PubMed Linacre, J. M. (1999a). Investigating rating scale category utility. Journal of Outcome Measurement, 3(2), 103–122.PubMed
go back to reference Linacre, J. M. (2000). Comparing “partial credit” and “rating scale” models. Rasch Measurement Transactions, 14(3), 768. Linacre, J. M. (2000). Comparing “partial credit” and “rating scale” models. Rasch Measurement Transactions, 14(3), 768.
go back to reference Rasch, G. (1960). Probabilistic models for some intelligent and attainment tests. Copenhagen, Denmark: Institute of Educational Research. Rasch, G. (1960). Probabilistic models for some intelligent and attainment tests. Copenhagen, Denmark: Institute of Educational Research.
go back to reference Rost J., & Langeheine R. (Eds.). (1997). Applications of latent trait and latent class models in the social sciences. Muenster, Germany: Waxmann. Rost J., & Langeheine R. (Eds.). (1997). Applications of latent trait and latent class models in the social sciences. Muenster, Germany: Waxmann.
go back to reference Shaw, F., Wright, B., & Linacre, J. M. (1992). Disordered steps? Rasch Measurement Transactions, 6(2), 225. Shaw, F., Wright, B., & Linacre, J. M. (1992). Disordered steps? Rasch Measurement Transactions, 6(2), 225.
go back to reference Smith, R. M. (1999). Rasch measurement models: Interpreting WINSTEPS/BIGSTEPS and FACETS output. Chicago, IL: MESA press. Smith, R. M. (1999). Rasch measurement models: Interpreting WINSTEPS/BIGSTEPS and FACETS output. Chicago, IL: MESA press.
go back to reference Smith, E. V. Jr., Wakeky, M. B., de Kruif, R. E. L., & Swartz, C. W. (2003). Optimizing rating scales for self-efficacy (and other). Research.Educational and Psychological Measurement, 63(3), 369–391.CrossRef Smith, E. V. Jr., Wakeky, M. B., de Kruif, R. E. L., & Swartz, C. W. (2003). Optimizing rating scales for self-efficacy (and other). Research.Educational and Psychological Measurement, 63(3), 369–391.CrossRef
go back to reference Sodring, K. M., Bautz-Holter, E., Ljunggren, A. E., & Wyller, T. B. (1995). Description and validation of a test of motor function and activities in stroke patients: The Sodring motor evaluation of stroke patients. Scandinavian Journal of Rehabilitation Medicine, 27, 211–217.PubMed Sodring, K. M., Bautz-Holter, E., Ljunggren, A. E., & Wyller, T. B. (1995). Description and validation of a test of motor function and activities in stroke patients: The Sodring motor evaluation of stroke patients. Scandinavian Journal of Rehabilitation Medicine, 27, 211–217.PubMed
go back to reference Su, S.-B., & Chien, T.-W. (2007/7). Using rasch analysis to validate the TSQI to assess sleep disorders in Taiwan’s hi-tech workers. Pacific Rim Objective Measurement Symposium (PROMS 2007), Taiwan. Su, S.-B., & Chien, T.-W. (2007/7). Using rasch analysis to validate the TSQI to assess sleep disorders in Taiwan’s hi-tech workers. Pacific Rim Objective Measurement Symposium (PROMS 2007), Taiwan.
go back to reference Tsai, P. S., Wang, S. Y., Wang, M. Y., Su, C. T., Yang, T. T., Huang, C. J., & Fang, S. C. (2005). Psychometric evaluation of the Chinese version of the Pittsburgh Sleep Quality Index (CPSQI) in primary insomnia and control subjects. Quality of Life Research, 14, 1943–1952.PubMedCrossRef Tsai, P. S., Wang, S. Y., Wang, M. Y., Su, C. T., Yang, T. T., Huang, C. J., & Fang, S. C. (2005). Psychometric evaluation of the Chinese version of the Pittsburgh Sleep Quality Index (CPSQI) in primary insomnia and control subjects. Quality of Life Research, 14, 1943–1952.PubMedCrossRef
go back to reference Velozo, C. A., & Peterson, E. W. (2001). Developing meaningful fear of falling measures for community dwelling elderly. American Journal of Physical Medicine & Rehabilitation, 80, 662–673.CrossRef Velozo, C. A., & Peterson, E. W. (2001). Developing meaningful fear of falling measures for community dwelling elderly. American Journal of Physical Medicine & Rehabilitation, 80, 662–673.CrossRef
go back to reference Violani, C., Devoto, A., Lucidi, F., Lombardo, C., & Russo, P. M. (2004). Validity of a short insomnia questionnaire: the SDQ. Brain Research Bulletin, 63(5), 415–421.PubMedCrossRef Violani, C., Devoto, A., Lucidi, F., Lombardo, C., & Russo, P. M. (2004). Validity of a short insomnia questionnaire: the SDQ. Brain Research Bulletin, 63(5), 415–421.PubMedCrossRef
go back to reference von Davier, M. (2001). WINMIRA user manual. Kiel, Germany: IPN. von Davier, M. (2001). WINMIRA user manual. Kiel, Germany: IPN.
go back to reference Waugh, R. F., & Addison, P. A. (1998). A Rasch measurement model analysis of the revised approaches to studying inventory. The British Journal of Educational Psychology, 68, 95–112.PubMed Waugh, R. F., & Addison, P. A. (1998). A Rasch measurement model analysis of the revised approaches to studying inventory. The British Journal of Educational Psychology, 68, 95–112.PubMed
go back to reference Wright, B. D. (1998). Model selection: Rating scale or partial credit? Rasch Measurement Transactions, 12, 641–642. Wright, B. D. (1998). Model selection: Rating scale or partial credit? Rasch Measurement Transactions, 12, 641–642.
go back to reference Wright, B. D. (1999). Model selection: Rating scale or partial credit? Rasch Measurement Transactions, 12, 641–642. Wright, B. D. (1999). Model selection: Rating scale or partial credit? Rasch Measurement Transactions, 12, 641–642.
go back to reference Wright, B. D., & Masters, G.N. (1982). Rating scale analysis. Chicago, Ill: MESAPress. Wright, B. D., & Masters, G.N. (1982). Rating scale analysis. Chicago, Ill: MESAPress.
go back to reference Wright, B. D., Mead, R. J., & Ludlow, L. H. (1980). KIDMAP: Person-by-item interaction mapping. Research Memorandum No. 29. MESA Psychometric Laboratory, Department of Education, University of Chicago. Wright, B. D., Mead, R. J., & Ludlow, L. H. (1980). KIDMAP: Person-by-item interaction mapping. Research Memorandum No. 29. MESA Psychometric Laboratory, Department of Education, University of Chicago.
go back to reference Wright, B. D, & Mok, M. (2000). Rasch models overview. Journal of Applied Measurement, 1, 83–106.PubMed Wright, B. D, & Mok, M. (2000). Rasch models overview. Journal of Applied Measurement, 1, 83–106.PubMed
go back to reference Zhu, W., Updyke, W. F., & Lewandowski, C. (1997). Post-hoc Rasch analysis of optimal categorization of an ordered-response scale. Journal of Outcome Measurement, 1, 286–304.PubMed Zhu, W., Updyke, W. F., & Lewandowski, C. (1997). Post-hoc Rasch analysis of optimal categorization of an ordered-response scale. Journal of Outcome Measurement, 1, 286–304.PubMed
go back to reference Zou, K. H., Tuncali, K., & Silverman, S. G. (2003). Correlation and simple linear regression. Radiology, 227, 617–622.PubMedCrossRef Zou, K. H., Tuncali, K., & Silverman, S. G. (2003). Correlation and simple linear regression. Radiology, 227, 617–622.PubMedCrossRef
Metadata
Title
Using Rasch Analysis to Validate the Revised PSQI to Assess Sleep Disorders in Taiwan’s Hi-tech Workers
Authors
Tsair-Wei Chien
Sen-Yen Hsu
Chein Tai
How-Ran Guo
Shih-Bin Su
Publication date
01-12-2008
Publisher
Springer US
Published in
Community Mental Health Journal / Issue 6/2008
Print ISSN: 0010-3853
Electronic ISSN: 1573-2789
DOI
https://doi.org/10.1007/s10597-008-9144-9

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