IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0183413.html
   My bibliography  Save this article

Investigating spousal concordance of diabetes through statistical analysis and data mining

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0183413
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0183413&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0183413?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jennifer M. Mellor, 2011. "Do cigarette taxes affect children's body mass index? The effect of household environment on health," Health Economics, John Wiley & Sons, Ltd., vol. 20(4), pages 417-431, April.
    2. Pollitt, Amanda M. & Donnelly, Rachel & Mernitz, Sara E. & Umberson, Debra, 2020. "Differences in how spouses influence each other's alcohol use in same- and different-sex marriages: A daily diary study," Social Science & Medicine, Elsevier, vol. 264(C).
    3. Shakya, Holly B. & Fleming, Paul & Saggurti, Niranjan & Donta, Balaiah & Silverman, Jay & Raj, Anita, 2017. "Longitudinal associations of intimate partner violence attitudes and perpetration: Dyadic couples data from a randomized controlled trial in rural India," Social Science & Medicine, Elsevier, vol. 179(C), pages 97-105.
    4. Missinne, Sarah & Colman, Elien & Bracke, Piet, 2013. "Spousal influence on mammography screening: A life course perspective," Social Science & Medicine, Elsevier, vol. 98(C), pages 63-70.
    5. Kristjana Baldursdottir & Paul McNamee & Edward C. Norton & Tinna Laufey Asgeirsdottir, 2023. "Life satisfaction and body mass index: estimating the monetary value of achieving optimal body weight," Review of Economics of the Household, Springer, vol. 21(4), pages 1215-1246, December.
    6. Davillas, Apostolos & Pudney, Stephen, 2020. "Using biomarkers to predict healthcare costs: Evidence from a UK household panel," Journal of Health Economics, Elsevier, vol. 73(C).
    7. L. Booker, Cara & Pudney, Stephen, 2013. "In sickness and in health? Comorbidity in older couples," ISER Working Paper Series 2013-30, Institute for Social and Economic Research.
    8. Ginevra Floridi & Nekehia T Quashie & Karen Glaser & Martina Brand, 2022. "Partner Care Arrangements and Well-Being in Mid- and Later Life: The Role of Gender Across Care Contexts [Societal and individual determinants of medical care utilization in the United States]," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 77(2), pages 435-445.
    9. Yangyang Sun & Daxin Dong & Yulian Ding, 2021. "The Impact of Dietary Knowledge on Health: Evidence from the China Health and Nutrition Survey," IJERPH, MDPI, vol. 18(7), pages 1-17, April.
    10. Jolidon, Vladimir, 2022. "Gender inequality and mammography screening: Does living with a partner improve women's mammography uptake?," Social Science & Medicine, Elsevier, vol. 298(C).
    11. Wilson, Sven E., 2012. "Marriage, gender and obesity in later life," Economics & Human Biology, Elsevier, vol. 10(4), pages 431-453.
    12. James Banks & Iris Kesternich & James P. Smith, 2021. "International differences in interspousal health correlations," Health Economics, John Wiley & Sons, Ltd., vol. 30(5), pages 1152-1177, May.
    13. Suah Kang & Miji Kim & Chang Won Won, 2020. "Spousal Concordance of Physical Frailty in Older Korean Couples," IJERPH, MDPI, vol. 17(12), pages 1-10, June.
    14. Sanghamitra Pati & Abhinav Sinha & Shishirendu Ghosal & Sushmita Kerketta & John Tayu Lee & Srikanta Kanungo, 2022. "Family-Level Multimorbidity among Older Adults in India: Looking through a Syndemic Lens," IJERPH, MDPI, vol. 19(16), pages 1-13, August.
    15. Chen, Qihui & Hu, Yue & Zhang, Bo, 2022. "Effects of Chronic Disease Diagnoses on Alcohol Consumption among Elderly Individuals—Longitudinal Evidence from China," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322083, Agricultural and Applied Economics Association.
    16. Troels Kristensen & Kim Olsen & Henrik Schroll & Janus Thomsen & Anders Halling, 2014. "Association between fee-for-service expenditures and morbidity burden in primary care," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(6), pages 599-610, July.
    17. Li Han & Xinzheng Shi & Ming-ang Zhang, 2022. "How Does Matching Uncertainty Affect Marital Surplus? Theory and Evidence from China," HKUST CEP Working Papers Series 202202, HKUST Center for Economic Policy.
    18. Rudoler, David & Laporte, Audrey & Barnsley, Janet & Glazier, Richard H. & Deber, Raisa B., 2015. "Paying for primary care: A cross-sectional analysis of cost and morbidity distributions across primary care payment models in Ontario Canada," Social Science & Medicine, Elsevier, vol. 124(C), pages 18-28.
    19. Jan Saarela & Maria Stanfors & Mikael Rostila, 2021. "Ethnic Composition of Couples and Mutual Health Benefit Receipt: Register-Based Evidence from Finland," IJERPH, MDPI, vol. 19(1), pages 1-15, December.
    20. Sarti, Simone & Terraneo, Marco & Tognetti Bordogna, Mara, 2017. "Poverty and private health expenditures in Italian households during the recent crisis," Health Policy, Elsevier, vol. 121(3), pages 307-314.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0183413. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.