การทดสอบแบบปรับเหมาะด้วย คอมพิวเตอร์สำหรับการวัดด้านเจตพิสัย
คำสำคัญ:
การทดสอบแบบปรับเหมาะด้วยคอมพิวเตอร์, ทฤษฎีการตอบสนองข้อสอบ, เจตพิสัยบทคัดย่อ
การทดสอบแบบปรับเหมาะด้วยคอมพิวเตอร์เป็นการทดสอบรูปแบบหนึ่งที่มีการปรับกระบวนการ ทดสอบให้เหมาะสมกับระดับคุณลักษณะแฝงของผู้รับการทดสอบ ซึ่งมีองค์ประกอบที่สำ คัญ 5 องค์ประกอบ คือ 1) คลังข้อสอบ 2) การเริ่มต้นการทดสอบ 3) การเลือกข้อคำถามข้อถัดไป 4) การประมาณค่าคุณลักษณะ แฝง และ 5) การยุติการทดสอบ บทความนี้มุ่งนำเสนอความรู้เบื้องต้นเกี่ยวกับการทดสอบแบบปรับเหมาะด้วย คอมพิวเตอร์ สถานการณ์การทดสอบแบบปรับเหมาะด้วยคอมพิวเตอร์ในการวัดทางด้านเจตพิสัยทั้งในประเทศ และต่างประเทศ รวมทั้งวิเคราะห์ประเด็นความท้าทาย และมุมมองในการพัฒนาที่เกิดขึ้นจากประสบการณ์ ในการพัฒนาการทดสอบแบบปรับเหมาะด้วยคอมพิวเตอร์ ในการวัดทางด้านเจตพิสัย
References
Becker, J., Fliege, H. Kocalevent, R. D., Bjorner, J. B, Rose, M., Walter, O. B., & Klapp, B. F. (2008). Functioning and Validity of a Computerized Adaptive Test to Measure Anxiety (A-Cat). Depression and Anxiety, 25, 182-194.
Bock, R. D., & Mislevy, R. J. (1982). Adaptive EAP Estimation of Ability in a Microcomputer Environment. Applied Psychological Measurement, 6(4), 431-444.
Choi, S. W. (2009). Firestar: Computerized adaptive testing (CAT) simulation program for polytomous IRT Models (Computer software). Applied Psychological Measurement, 33, 644-645.
De Ayala, R. J. (2009). The Theory and Practice of Item Response Theory. New York: The Guildfor Press.
Embetson, S. E., & Reise, S. P. (2000). Item response theory for psychologists. Mahwah, NJ: Lawrence Erlbaum.
Fliege, H., Becker, J., Walter, O. B., Bjorner, J. B., Klapp, B. F., & Rose, M. (2005). Development of a computer-adaptive test for depression (D-CAT). Quality of Life Research, 14, 2277-2291.
Gibbons, R. D., Weiss, D. J., Kupfer, D. J, Frank, E., Fagiolini, A., Grochocinski, V. J., Bhaumik, D. K., Stover, A., Bock, R. D., & Immekus, J. C. (2008). Using Computerized Adaptive Testing to Reduce the Burden of Mental Health Assessment. Psychiatric Services, 59(4), 361-368.
Han, K. T. (2007). WinGen: Windows software that generates IRT parameters and item responses. Applied Psychological Measurement, 31(5), 457-459.
Homjan, S., Thayreakum, S., & Kumpon, B. (2016). The efficiency of a Computerized Adaptive Testing (CAT) by applying multidimensional item response models. Social Sciences Research and Academic Journal, 11(31), 73-88. (in Thai)
Khumyoo, T., Chadcham, S., & Chinnasarn, K. (2012). Diagnostic of English reading skills by applying the attribute hierarchy model and computerized adaptive testing. Research Methodology & Cognitive Science, 10(2), 54-69. (in Thai)
Kirisci, L., Tarter, R., Reynolds, M., Ridenour, T., Stone, C., & Vanyukov, M. (2012). Computer adaptive testing of liability to addiction: Identifying individuals at risk. Drug and Alcoho Dependence, 123S, S79-S86.
Kocalevent, R. D., Rosec, M., Becker, J., Walterd, O. B., Fliegea, H., Bjorner, J. B., Kleiberb, D., & Klappa, B. F. (2009). An evaluation of patient-reported outcomes found computerized adaptive testing was efficient in assessing stress perception. Journal of Clinical
Epidemiology, 62, 278-287.
Olino, T. M., Yu, L., Klein, D. N., Rohde, P., Seeley, J. R., Pilkonis, P. A., & Lewinsohn, P. M. (2012). Measuring depression using item response theory: an examination of three measures of depressive symptomatology. International Journal of Methods in Psychiatric Research, 21(1), 76-85.
Patient–Reported Outcome Measurement Information System (PROMIS). (2013, November). PROMIS Overview. Retrieved November 25, 2013, from the PROMIS Dynamic Tools to Measure Health Outcomes for the Patient Perspective Web site: http://www.nihpromis.org/about/overview
Pilkonis, P. A., Choi, S. W., Reise, S. P., Stover, A. M., Riley, W. T., & Cella, D. (2011). Item Banks for Measuring Emotional Distress from the Patient-Reported Outcomes Measurement Information System (PROMIS): Depression, Anxiety, and Anger. Assessment, 18(3), 263-283.
Promsit, P., Suwannoi, P., & Maneelek, R. (2012). A study of ability estimation, item selection methods and test termination of multidimensional computerized adaptive testing. Journal of Education Khon Kaen University, 35(1), 38-47. (in Thai)
Rose, M., Bjorner, J. B., Becker, J., Fries, J. F., & Ware, J. E. (2006). Evaluation of a preliminary physical function item bank supported the expected advantages of the Patient-Reported Outcomes Measurement Information System (PROMIS). Journal of Clinical Epidemiology, 61, 17-33.
Sakolkijrungroj, S., Chadcham, S., & Sudhasani, S. (2015a). The development of computerized adaptive testing program for Thai happiness scale. Research Methodology & Cognitive Science, 13(1), 1-17. (in Thai)
---------. (2015b). The Item Bank Construction for Thai Happiness Scale (Computerized Adaptive Testing Version). In Burapha University International Conference 2015 Committee (Eds.), Burapha University International Conference 2015: Moving Forward to a Prosperous and Sustainable Community, July 10-12, 2015 Bangsaen Heritage Hotel Chon Buri (pp.33-45). Thailand: Burapha University. Retrieved from http://www.buuconference.buu.ac.th/buureg/getfile.php?file=file/BUU2015/proceedings.pdf
--------. (2016). The efficiency of computerized adaptive testing program for Thai happiness scale. Educational Measurement Mahasarakham University, 22(2), 321-331. (in Thai)
Siribencha, S., Pranee, C., & Seekhieo, D. (2013). A development of computerized adaptive testing of information and communication technology matter by estimation of ability by bayesian for students matthayom 3 students. Social Sciences Research and Academic
Journal, 8(22), 87-102. (in Thai)
Sittiparu, J., Tinnaworn, P., & Sukhanonsawat, S. (2016). Development of the computerized adaptive testing program for O-NET at the grade nine level. Educational Measurement Mahasarakham University, 22(1), 47-62. (in Thai)
Smits, N., Cuijpers, P., & Straten, A. V. (2011). Applying computerized adaptive testing to the CES-D scale: A simulation study. Psychiatry Research, 188, 147-155.
Smits, N., Zitman, F. G., Cuijpers, P., Hollander-Gijsman, M. E., & Carlier, I. V. (2012). A proof of principle for using adaptive testing in routine Outcome Monitoring: the efficiency of the Mood and Anxiety Symptoms Questionnaire -Anhedonic Depression CAT. BMC Medical Research Methodology, 12(4).
Sukhanonsawat, S., Chadcham, S., & Chinnasarn, K. (2012). Development of the next item selection procedure using decision theory in computerized adaptive testing. Research Methodology & Cognitive Science, 10(2), 71-85. (in Thai)
Thompson, N. A., & Weiss, D. J. (2011). A Framework for the Development of Computerized Adaptive Tests. Practical Assessment, Research & Evaluation, 16(1). Available online: http://pareonline.net/getvn.asp?v=16&n=1.
Vogels, A. G., Jacobusse, G. W., & Reijneveld, S. A. (2011). An accurate and efficient identification of children with psychosocial problems by means of computerized adaptive testing. BMC Medical Research Methodology, 11, 1-9.
Wainer, H., Dorans, N. J., Daniel, E., Flaugher, R., Green, B. F., Mislevy, R. J., Steinberg, L., & Thissen, D. (2000). Computerized Adaptive Testing: A Primer (2nd ed.). Mahwah, NJ: Lawrence Erlbaum Associates.
Walter, O. B., Becker, J., Bjorner, J. B., Fliege, H., Klapp, B. F., & Rose M. (2007). Development and evaluation of a computer adaptive test for anxiety (Anxiety-CAT). Quality of Life Research, 16, 143-155.
Weiss, D. J., & Guyer, R. (2012). Manual for CATSim: Comprehensive simulation of computerized adaptive testing. St. Paul MN: Assessment Systems Corporation.
Yoes, M. (1997). PARDSIM (Computer software). Saint Paul, MN: Assessment Systems Corporation.
Zheng, Y., Chang, C. H., & Chang, H. H. (2013). Content-balancing strategy in bifactor computerized adaptive patient-reported outcome measurement. Quality of life research, 22(3), 491-499.
Bock, R. D., & Mislevy, R. J. (1982). Adaptive EAP Estimation of Ability in a Microcomputer Environment. Applied Psychological Measurement, 6(4), 431-444.
Choi, S. W. (2009). Firestar: Computerized adaptive testing (CAT) simulation program for polytomous IRT Models (Computer software). Applied Psychological Measurement, 33, 644-645.
De Ayala, R. J. (2009). The Theory and Practice of Item Response Theory. New York: The Guildfor Press.
Embetson, S. E., & Reise, S. P. (2000). Item response theory for psychologists. Mahwah, NJ: Lawrence Erlbaum.
Fliege, H., Becker, J., Walter, O. B., Bjorner, J. B., Klapp, B. F., & Rose, M. (2005). Development of a computer-adaptive test for depression (D-CAT). Quality of Life Research, 14, 2277-2291.
Gibbons, R. D., Weiss, D. J., Kupfer, D. J, Frank, E., Fagiolini, A., Grochocinski, V. J., Bhaumik, D. K., Stover, A., Bock, R. D., & Immekus, J. C. (2008). Using Computerized Adaptive Testing to Reduce the Burden of Mental Health Assessment. Psychiatric Services, 59(4), 361-368.
Han, K. T. (2007). WinGen: Windows software that generates IRT parameters and item responses. Applied Psychological Measurement, 31(5), 457-459.
Homjan, S., Thayreakum, S., & Kumpon, B. (2016). The efficiency of a Computerized Adaptive Testing (CAT) by applying multidimensional item response models. Social Sciences Research and Academic Journal, 11(31), 73-88. (in Thai)
Khumyoo, T., Chadcham, S., & Chinnasarn, K. (2012). Diagnostic of English reading skills by applying the attribute hierarchy model and computerized adaptive testing. Research Methodology & Cognitive Science, 10(2), 54-69. (in Thai)
Kirisci, L., Tarter, R., Reynolds, M., Ridenour, T., Stone, C., & Vanyukov, M. (2012). Computer adaptive testing of liability to addiction: Identifying individuals at risk. Drug and Alcoho Dependence, 123S, S79-S86.
Kocalevent, R. D., Rosec, M., Becker, J., Walterd, O. B., Fliegea, H., Bjorner, J. B., Kleiberb, D., & Klappa, B. F. (2009). An evaluation of patient-reported outcomes found computerized adaptive testing was efficient in assessing stress perception. Journal of Clinical
Epidemiology, 62, 278-287.
Olino, T. M., Yu, L., Klein, D. N., Rohde, P., Seeley, J. R., Pilkonis, P. A., & Lewinsohn, P. M. (2012). Measuring depression using item response theory: an examination of three measures of depressive symptomatology. International Journal of Methods in Psychiatric Research, 21(1), 76-85.
Patient–Reported Outcome Measurement Information System (PROMIS). (2013, November). PROMIS Overview. Retrieved November 25, 2013, from the PROMIS Dynamic Tools to Measure Health Outcomes for the Patient Perspective Web site: http://www.nihpromis.org/about/overview
Pilkonis, P. A., Choi, S. W., Reise, S. P., Stover, A. M., Riley, W. T., & Cella, D. (2011). Item Banks for Measuring Emotional Distress from the Patient-Reported Outcomes Measurement Information System (PROMIS): Depression, Anxiety, and Anger. Assessment, 18(3), 263-283.
Promsit, P., Suwannoi, P., & Maneelek, R. (2012). A study of ability estimation, item selection methods and test termination of multidimensional computerized adaptive testing. Journal of Education Khon Kaen University, 35(1), 38-47. (in Thai)
Rose, M., Bjorner, J. B., Becker, J., Fries, J. F., & Ware, J. E. (2006). Evaluation of a preliminary physical function item bank supported the expected advantages of the Patient-Reported Outcomes Measurement Information System (PROMIS). Journal of Clinical Epidemiology, 61, 17-33.
Sakolkijrungroj, S., Chadcham, S., & Sudhasani, S. (2015a). The development of computerized adaptive testing program for Thai happiness scale. Research Methodology & Cognitive Science, 13(1), 1-17. (in Thai)
---------. (2015b). The Item Bank Construction for Thai Happiness Scale (Computerized Adaptive Testing Version). In Burapha University International Conference 2015 Committee (Eds.), Burapha University International Conference 2015: Moving Forward to a Prosperous and Sustainable Community, July 10-12, 2015 Bangsaen Heritage Hotel Chon Buri (pp.33-45). Thailand: Burapha University. Retrieved from http://www.buuconference.buu.ac.th/buureg/getfile.php?file=file/BUU2015/proceedings.pdf
--------. (2016). The efficiency of computerized adaptive testing program for Thai happiness scale. Educational Measurement Mahasarakham University, 22(2), 321-331. (in Thai)
Siribencha, S., Pranee, C., & Seekhieo, D. (2013). A development of computerized adaptive testing of information and communication technology matter by estimation of ability by bayesian for students matthayom 3 students. Social Sciences Research and Academic
Journal, 8(22), 87-102. (in Thai)
Sittiparu, J., Tinnaworn, P., & Sukhanonsawat, S. (2016). Development of the computerized adaptive testing program for O-NET at the grade nine level. Educational Measurement Mahasarakham University, 22(1), 47-62. (in Thai)
Smits, N., Cuijpers, P., & Straten, A. V. (2011). Applying computerized adaptive testing to the CES-D scale: A simulation study. Psychiatry Research, 188, 147-155.
Smits, N., Zitman, F. G., Cuijpers, P., Hollander-Gijsman, M. E., & Carlier, I. V. (2012). A proof of principle for using adaptive testing in routine Outcome Monitoring: the efficiency of the Mood and Anxiety Symptoms Questionnaire -Anhedonic Depression CAT. BMC Medical Research Methodology, 12(4).
Sukhanonsawat, S., Chadcham, S., & Chinnasarn, K. (2012). Development of the next item selection procedure using decision theory in computerized adaptive testing. Research Methodology & Cognitive Science, 10(2), 71-85. (in Thai)
Thompson, N. A., & Weiss, D. J. (2011). A Framework for the Development of Computerized Adaptive Tests. Practical Assessment, Research & Evaluation, 16(1). Available online: http://pareonline.net/getvn.asp?v=16&n=1.
Vogels, A. G., Jacobusse, G. W., & Reijneveld, S. A. (2011). An accurate and efficient identification of children with psychosocial problems by means of computerized adaptive testing. BMC Medical Research Methodology, 11, 1-9.
Wainer, H., Dorans, N. J., Daniel, E., Flaugher, R., Green, B. F., Mislevy, R. J., Steinberg, L., & Thissen, D. (2000). Computerized Adaptive Testing: A Primer (2nd ed.). Mahwah, NJ: Lawrence Erlbaum Associates.
Walter, O. B., Becker, J., Bjorner, J. B., Fliege, H., Klapp, B. F., & Rose M. (2007). Development and evaluation of a computer adaptive test for anxiety (Anxiety-CAT). Quality of Life Research, 16, 143-155.
Weiss, D. J., & Guyer, R. (2012). Manual for CATSim: Comprehensive simulation of computerized adaptive testing. St. Paul MN: Assessment Systems Corporation.
Yoes, M. (1997). PARDSIM (Computer software). Saint Paul, MN: Assessment Systems Corporation.
Zheng, Y., Chang, C. H., & Chang, H. H. (2013). Content-balancing strategy in bifactor computerized adaptive patient-reported outcome measurement. Quality of life research, 22(3), 491-499.
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2017-12-29
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