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Investigating spousal concordance of diabetes through statistical analysis and data mining

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  • Jong-Yi Wang
  • Chiu-Shong Liu
  • Chi-Hsuan Lung
  • Ya-Tun Yang
  • Ming-Hung Lin

Abstract

Objective: Spousal clustering of diabetes merits attention. Whether old-age vulnerability or a shared family environment determines the concordance of diabetes is also uncertain. This study investigated the spousal concordance of diabetes and compared the risk of diabetes concordance between couples and noncouples by using nationally representative data. Methods: A total of 22,572 individuals identified from the 2002–2013 National Health Insurance Research Database of Taiwan constituted 5,643 couples and 5,643 noncouples through 1:1 dual propensity score matching (PSM). Factors associated with concordance in both spouses with diabetes were analyzed at the individual level. The risk of diabetes concordance between couples and noncouples was compared at the couple level. Logistic regression was the main statistical method. Statistical data were analyzed using SAS 9.4. C&RT and Apriori of data mining conducted in IBM SPSS Modeler 13 served as a supplement to statistics. Results: High odds of the spousal concordance of diabetes were associated with old age, middle levels of urbanization, and high comorbidities (all P

Suggested Citation

  • Jong-Yi Wang & Chiu-Shong Liu & Chi-Hsuan Lung & Ya-Tun Yang & Ming-Hung Lin, 2017. "Investigating spousal concordance of diabetes through statistical analysis and data mining," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-16, August.
    • Handle: RePEc:plo:pone00:0183413
    DOI: 10.1371/journal.pone.0183413
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    1. Hilde Luijks & Marion Biermans & Hans Bor & Chris van Weel & Toine Lagro-Janssen & Wim de Grauw & Tjard Schermer, 2015. "The Effect of Comorbidity on Glycemic Control and Systolic Blood Pressure in Type 2 Diabetes: A Cohort Study with 5 Year Follow-Up in Primary Care," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-18, October.
    2. Meyler, Deanna & Stimpson, Jim P. & Peek, M. Kristen, 2007. "Health concordance within couples: A systematic review," Social Science & Medicine, Elsevier, vol. 64(11), pages 2297-2310, June.
    3. Sibley, Lyn M. & Glazier, Richard H., 2012. "Evaluation of the equity of age–sex adjusted primary care capitation payments in Ontario, Canada," Health Policy, Elsevier, vol. 104(2), pages 186-192.
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    1. Kenichi Yamamoto & Kyuto Sonehara & Shinichi Namba & Takahiro Konuma & Hironori Masuko & Satoru Miyawaki & Yoichiro Kamatani & Nobuyuki Hizawa & Keiichi Ozono & Loic Yengo & Yukinori Okada, 2023. "Genetic footprints of assortative mating in the Japanese population," Nature Human Behaviour, Nature, vol. 7(1), pages 65-73, January.

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