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Large socioeconomic gap in period life expectancy and life years spent with complications of diabetes in the Scottish population with type 1 diabetes, 2013–2018

Author

Listed:
  • Andreas Höhn
  • Stuart J McGurnaghan
  • Thomas M Caparrotta
  • Anita Jeyam
  • Joseph E O’Reilly
  • Luke A K Blackbourn
  • Sara Hatam
  • Christian Dudel
  • Rosie J Seaman
  • Joseph Mellor
  • Naveed Sattar
  • Rory J McCrimmon
  • Brian Kennon
  • John R Petrie
  • Sarah Wild
  • Paul M McKeigue
  • Helen M Colhoun
  • on behalf of the SDRN-Epi Group

Abstract

Background: We report the first study to estimate the socioeconomic gap in period life expectancy (LE) and life years spent with and without complications in a national cohort of individuals with type 1 diabetes. Methods: This retrospective cohort study used linked healthcare records from SCI-Diabetes, the population-based diabetes register of Scotland. We studied all individuals aged 50 and older with a diagnosis of type 1 diabetes who were alive and residing in Scotland on 1 January 2013 (N = 8591). We used the Scottish Index of Multiple Deprivation (SIMD) 2016 as an area-based measure of socioeconomic deprivation. For each individual, we constructed a history of transitions by capturing whether individuals developed retinopathy/maculopathy, cardiovascular disease, chronic kidney disease, and diabetic foot, or died throughout the study period, which lasted until 31 December 2018. Using parametric multistate survival models, we estimated total and state-specific LE at an attained age of 50. Results: At age 50, remaining LE was 22.2 years (95% confidence interval (95% CI): 21.6 − 22.8) for males and 25.1 years (95% CI: 24.4 − 25.9) for females. Remaining LE at age 50 was around 8 years lower among the most deprived SIMD quintile when compared with the least deprived SIMD quintile: 18.7 years (95% CI: 17.5 − 19.9) vs. 26.3 years (95% CI: 24.5 − 28.1) among males, and 21.2 years (95% CI: 19.7 − 22.7) vs. 29.3 years (95% CI: 27.5 − 31.1) among females. The gap in life years spent without complications was around 5 years between the most and the least deprived SIMD quintile: 4.9 years (95% CI: 3.6 − 6.1) vs. 9.3 years (95% CI: 7.5 − 11.1) among males, and 5.3 years (95% CI: 3.7 − 6.9) vs. 10.3 years (95% CI: 8.3 − 12.3) among females. SIMD differences in transition rates decreased marginally when controlling for time-updated information on risk factors such as HbA1c, blood pressure, BMI, or smoking. Conclusions: In addition to societal interventions, tailored support to reduce the impact of diabetes is needed for individuals from low socioeconomic backgrounds, including access to innovations in management of diabetes and the prevention of complications.

Suggested Citation

  • Andreas Höhn & Stuart J McGurnaghan & Thomas M Caparrotta & Anita Jeyam & Joseph E O’Reilly & Luke A K Blackbourn & Sara Hatam & Christian Dudel & Rosie J Seaman & Joseph Mellor & Naveed Sattar & Rory, 2022. "Large socioeconomic gap in period life expectancy and life years spent with complications of diabetes in the Scottish population with type 1 diabetes, 2013–2018," PLOS ONE, Public Library of Science, vol. 17(8), pages 1-21, August.
  • Handle: RePEc:plo:pone00:0271110
    DOI: 10.1371/journal.pone.0271110
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    References listed on IDEAS

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    1. Martin Henriksson & Ramandeep Jindal & Catarina Sternhufvud & Klas Bergenheim & Elisabeth Sörstadius & Michael Willis, 2016. "A Systematic Review of Cost-Effectiveness Models in Type 1 Diabetes Mellitus," PharmacoEconomics, Springer, vol. 34(6), pages 569-585, June.
    2. Anne Scott & Duncan Chambers & Elizabeth Goyder & Alicia O’Cathain, 2017. "Socioeconomic inequalities in mortality, morbidity and diabetes management for adults with type 1 diabetes: A systematic review," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-19, May.
    3. Tom Lung & Philip Clarke & Alison Hayes & Richard Stevens & Andrew Farmer, 2013. "Simulating Lifetime Outcomes Associated with Complications for People with Type 1 Diabetes," PharmacoEconomics, Springer, vol. 31(6), pages 509-518, June.
    4. Adam Lenart, 2014. "The moments of the Gompertz distribution and maximum likelihood estimation of its parameters," Scandinavian Actuarial Journal, Taylor & Francis Journals, vol. 2014(3), pages 255-277.
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