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Seasonal variation in blood pressure control across US health systems.

Publication ,  Journal Article
Nilles, EK; Champon, X; Mulder, H; Shaw, KM; Smith, M; Lampron, ZM; Wozniak, G; Chamberlain, AM; Carton, T; Viera, AJ; Ahmad, FS; Chuang, CH ...
Published in: J Hypertens
May 1, 2023

OBJECTIVE: We aimed to characterize seasonal variation in US population-based blood pressure (BP) control and BP-related metrics and evaluate the association between outdoor temperature and BP control variation. METHODS: We queried electronic health records (EHRs) from 26 health systems, representing 21 states, to summarize BP metrics by quarters of 12-month periods from January 2017 to March 2020. Patients with at least one ambulatory visit during the measurement period and a hypertension diagnosis during the first 6 months or prior to the measurement period were included. Changes in BP control, BP improvement, medication intensification, average SBP reduction after medication intensification across quarters and association with outdoor temperature were analyzed using weighted generalized linear models with repeated measures. RESULTS: Among 1 818 041 people with hypertension, the majority were more than 65 years of age (52.2%), female (52.1%), white non-Hispanic (69.8%) and had stage 1/2 hypertension (64.8%). Overall, BP control and process metrics were highest in quarters 2 and 3, and lowest in quarters 1 and 4. Quarter 2 had the highest percentage of improved BP (31.95 ± 0.90%) and average SBP reduction after medication intensification (16 ± 0.23 mmHg). Quarter 3 had the highest percentage of BP controlled (62.25 ± 2.55%) and lowest with medication intensification (9.73 ± 0.60%). Results were largely consistent in adjusted models. Average temperature was associated with BP control metrics in unadjusted models, but associations were attenuated following adjustment. CONCLUSION: In this large, national, EHR-based study, BP control and BP-related process metrics improved during spring/summer months, but outdoor temperature was not associated with performance following adjustment for potential confounders.

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Published In

J Hypertens

DOI

EISSN

1473-5598

Publication Date

May 1, 2023

Volume

41

Issue

5

Start / End Page

751 / 758

Location

Netherlands

Related Subject Headings

  • Temperature
  • Seasons
  • Hypertension
  • Humans
  • Female
  • Cardiovascular System & Hematology
  • Blood Pressure
  • 3202 Clinical sciences
  • 3201 Cardiovascular medicine and haematology
  • 1116 Medical Physiology
 

Citation

APA
Chicago
ICMJE
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Nilles, E. K., Champon, X., Mulder, H., Shaw, K. M., Smith, M., Lampron, Z. M., … O’Brien, E. C. (2023). Seasonal variation in blood pressure control across US health systems. J Hypertens, 41(5), 751–758. https://doi.org/10.1097/HJH.0000000000003396
Nilles, Ester Kim, XiaoXia Champon, Hillary Mulder, Kathryn M. Shaw, Myra Smith, Zachary M. Lampron, Gregory Wozniak, et al. “Seasonal variation in blood pressure control across US health systems.J Hypertens 41, no. 5 (May 1, 2023): 751–58. https://doi.org/10.1097/HJH.0000000000003396.
Nilles EK, Champon X, Mulder H, Shaw KM, Smith M, Lampron ZM, et al. Seasonal variation in blood pressure control across US health systems. J Hypertens. 2023 May 1;41(5):751–8.
Nilles, Ester Kim, et al. “Seasonal variation in blood pressure control across US health systems.J Hypertens, vol. 41, no. 5, May 2023, pp. 751–58. Pubmed, doi:10.1097/HJH.0000000000003396.
Nilles EK, Champon X, Mulder H, Shaw KM, Smith M, Lampron ZM, Wozniak G, Chamberlain AM, Carton T, Viera AJ, Ahmad FS, Steinberg BA, Chuang CH, Mctigue KM, McClay JC, Polonsky TS, Maeztu C, Sanders M, Warren N, Singh R, Liu M, VanWormer JJ, Park S, Modrow MF, Rakotz M, Cooper-Dehoff RM, Pletcher MJ, O’Brien EC. Seasonal variation in blood pressure control across US health systems. J Hypertens. 2023 May 1;41(5):751–758.

Published In

J Hypertens

DOI

EISSN

1473-5598

Publication Date

May 1, 2023

Volume

41

Issue

5

Start / End Page

751 / 758

Location

Netherlands

Related Subject Headings

  • Temperature
  • Seasons
  • Hypertension
  • Humans
  • Female
  • Cardiovascular System & Hematology
  • Blood Pressure
  • 3202 Clinical sciences
  • 3201 Cardiovascular medicine and haematology
  • 1116 Medical Physiology