Applying Data Mining Technology on the Using of Traditional Chinese Medicine in Taiwan: An Application of C5.0 Decision Tree
Abstract
This research employed the complete datasets of Traditional Chinese medicine (TCM) outpatient reimbursement claims from 2005 to 2007 to analyze the using of TCM, the characteristics of TCM patients, and the disease categories that were treated by TCM in Taiwan. With the result of this study, female use TCM more frequently than male, is consistent with previous reports from western countries. The reasons for this female predominance were not fully elucidated in previous reports. It was suggested that independent females, or females of good social status, had higher expectations of or belief in TCM in respect of postpartum conditions, menopause and chronic diseases. The age distribution of TCM users peaked in the 20-29 group, followed by the 10-19 group and 31-39 group. Most TCM visits were to private TCM clinics, followed by the private TCM hospitals. According to the results, the most common reasons for TCM visits were Kuru (460), Cough (786.2), Allergic rhinitis cause unspecified (477.9), Lumbago (724.2), Headache (784.0), Myalgia and myositis, unspecified (729.1), Constipation (564.0), Other sleep disturbances (780.59), Sleep disturbances, unspecified (780.50), and Dyspepsia and other specified disorders of function of stomach (536.8). TCM was popular in the Chinese population. More and more subjects used TCM at least once during the 3-year study period. TCM, like western medicine, was commonly used by the Chinese population for problems and diseases of major human organ systems. This study provides information about the use frequencies of TCM and disease categories treated by TCM, which should be useful for health policy makers and for those who consider the integration of Chinese and Western medicine.References
Ahmad, A.W. “Determinants of complementary alternative medicine (CAM) use,†Complementary Therapies in Medicine, vol. 12, pp. 99-111, 2004.
Burg, M.A., Hatch, R.L., & Neims, A.H. “Lifetime use of alternative therapy: A study of Florida residents,†Southern Medical Journal, vol. 91, pp. 1126-1131, 1998.
Chen, F.P., Kung, Y.Y., Chen, T.J., & Hwang, S.J.: “Demographics and patterns of acupuncture use in the Chinese population: The Taiwan experience,†Journal of Alternative and Complementary Medicine, vol. 12, pp. 379-387, 2006.
Lee, C.H., Chou, Y.J., Chen, L.S., & Chang, H.J. “Utilization of ambulatory Chinese medical services under the National health Insurance in Taiwan,†Taiwan Journal of Public Health, vol. 23, pp. 100-107, 2004.
Cheng, S.H., & Chiang, T.L. “The effect of universal health insurance on health care utilization in Taiwan: results from a natural experiment,†JAMA, vol. 278, pp. 89-93, 1997.
Liu, J.Y., Chen, T.J., & Hwang, S.J. “Concomitant prescription of nonsteroidal anti-inflammatory drugs and antacids in the outpatient setting of a medical center in Taiwan: A prescription database study,†European Journal of Clinical Pharmacology, vol. 57, pp. 505-508, 2001.
Cleary-Guida, M.B., Okvat, H.A., Oz, M.C., & Ting, W. “A regional survey of health insurance coverage for complementary and alternative medicine: Current status and future ramifications,†Journal of Alternative and Complementary Medicine, vol. 7, pp. 269-273, 2001.
Wolsko, P.M., Eisenberg, D.M., Davis, R.B., Ettner, S.L., & Philips, R.S. “Insurance coverage, medical conditions, and visits to alternative medicine providers- results of a national survey,†Archives of Internal Medicine, vol. 162, pp. 281-287, 2002.
Eisenberg, D.M., Davis, R.B., Ettner, S.L., Appel, S., Wilkey, S., Van Rompay, M., & Kessler, R.C. “Trends in alternative medicine use in the United States, 1990–1997: results of a follow-up national survey,†JAMA, vol. 280:1569-1575, 1998.
Breiman, L., Friedman, J. H., Olshen, R. A., & Stone, C. J. lassification and regression trees. Monterey, CA: Wadsworth & Brooks/Cole Advanced Books & Software. ISBN 978-0-412-04841-8, 1984.
Zollman, C., & Vickers, A. “ABC of complementary medicine: Users and practitioners of complementary medicine,†BMJ, vol. 319, pp. 836-838, 1999.
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