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Pletcher, Mark J

0000-0002-6966-1312

Mayo Clinic

University of California, San Francisco

Citations 6

Trends in Blood Pressure Control During the COVID‐19 Pandemic: A Study of 17 US Health Systems in the National Patient‐Centered Clinical Research Network Blood Pressure Control Laboratory
Chamberlain, Alanna M. , Cooper‐DeHoff, Rhonda M. , Fontil, Valy , Park, Soo , Shaw, Kathryn M., Smith, Myra C., Carton, Thomas W. , O'Brien, Emily C, Modrow, Madelaine Faulkner , Wozniak, Gregory , Smith, Steven M., Kappelman, M. D., Ford, D. Patrick, Williams, David A. , VanWormer, Jeffrey J. , Cowell, Lindsay G., Taylor, Bradley W., Chrischilles, EA, Carton, Thomas , O'Brien, Emily , Faulkner Modrow, Madelaine , Rakotz, Michael , Smith, Steven M , Kappelman, Michael D , Ford, Daniel E , Williams, David A , Reynolds Geary, Carol , Litvin, Cara , VanWormer, Jeffrey J , Mosa, Abu Saleh Mohammad , Taylor, Bradley , Chrischilles, Elizabeth A , Pletcher, Mark J , Chamberlain, Alanna M , Cooper‐DeHoff, Rhonda M. , Fontil, Valy , Park, Soo , Shaw, Kathryn M., O’Brien, Emily C. , Rakotz, Michael , Kappelman, Michael D. , Geary, Carol , Taylor, Bradley , Pletcher, Mark J.

Journal of the American Heart Association | April 7, 2026 | Volume: 15 | Issue: 8 | Pages: No page available

10.1161/jaha.125.045694 Get It

Background Reductions in blood pressure (BP) control among patients with hypertension were observed early in the COVID‐19 pandemic. The degree to which BP control may have returned to prepandemic levels is unknown. Methods Individuals aged 18 to 85 years with hypertension from 17 health systems participating in the National Patient‐Centered Clinical Research Network were identified using electronic health record data collected as part of routine care. BP control (percentage of patients whose most recent BP measurement was <140/<90 mm Hg) was estimated in a series of 12‐month rolling measurement periods from 2017 through 2022 (January 1, 2017 through December 31, 2017; April 1, 2017 through March 31, 2018; … January 1, 2022 through December 31, 2022). Differences in average BP control between 2022 (January 1, 2022 through December 31, 2022) and 2019 (January 1, 2019 through December 31, 2019) were estimated overall (adjusted for age, sex, and race and ethnicity) and by race and ethnicity (adjusted for age and sex). Results Our sample included 1 193 314 persons with hypertension in 2019 (48.9% aged 65–85 years, 52.9% men, 66.2% non‐Hispanic White) and 1 499 418 individuals in 2022 (50.6% aged 65–85 years, 47.1% men, 62.7% non‐Hispanic White). The weighted average BP control dropped from 65.3% in 2019 to 61.8% in 2020 and then partially recovered to 62.6% in 2022 (adjusted mean difference, −2.6 percentage points [95% CI, −5.0 to −0.2]). Non‐Hispanic Asian individuals experienced the largest temporal drop in BP control, declining from 68.4% in 2019 to 63.9% in 2022. Conclusions BP control was disrupted during the COVID‐19 pandemic and had not fully rebounded to prepandemic levels by the end of 2022. Continued surveillance is needed to determine whether the decline in BP control will persist and will result in future adverse cardiovascular events.
Seasonal variation in blood pressure control across US health systems
Nilles, Ester Kim , Champon, XiaoXia, Mulder, Hillary, Shaw, Kathryn M., Smith, Myra, Lampron, Zachary, Viera, Anthony J. , Chuang, Cynthia H. , McTigue, Kathleen M. , McClay, James C. , Maeztu, Carlos , Sanders, Margaret , Warren, Nate, VanWormer, Jeffrey J. , Modrow, Madelaine Faulkner , Pletcher, Mark J. , O’Brien, Emily C. , Mulder, Hillary , Pletcher, Mark J , Mulder, Hillary , Faulkner Modrow, Madelaine , Wozniak, Gregory , Chamberlain, Alanna M. , Carton, Thomas W. , Ahmad, Faraz S. , Steinberg, Benjamin A. , Polonsky, Tamar S. , Singh, Rajbir , Liu, Mei , Park, Soohyung , Rakotz, Michael , Cooper‐DeHoff, Rhonda M.

Journal of Hypertension | March 8, 2023 | Volume: 41 | Issue: 5 | Pages: 751-758

10.1097/hjh.0000000000003396 Get It

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.
Improvement in Blood Pressure Control in Safety Net Clinics Receiving 2 Versions of a Scalable Quality Improvement Intervention: BP MAP A Pragmatic Cluster Randomized Trial
Fontil, Valy , Modrow, Madelaine Faulkner , Cooper‐DeHoff, Rhonda M. , Wozniak, Gregory , Rakotz, Michael , Todd, Jonathan , Azar, Kristen , Murakami, Linda , Sanders, Margaret , Chamberlain, Alanna M. , O’Brien, Emily C. , Lee, April , Pletcher, Mark J. , O'Brien, Emily , Lee, April , Carton, Thomas , Pletcher, Mark J , Chamberlain, Alanna M , Azar, Kristen , Rakotz, Michael , Faulkner Modrow, Madelaine , Cooper‐DeHoff, Rhonda M. , Fontil, Valy , Carton, Thomas W.

Journal of the American Heart Association | January 25, 2023 | Volume: 12 | Issue: 3 | Pages: No page available

10.1161/jaha.121.024975 Get It

Background Uncontrolled blood pressure (BP) remains a leading cause of death in the United States. The American Medical Association developed a quality improvement program to improve BP control, but it is unclear how to efficiently implement this program at scale across multiple health systems. Methods and Results We conducted BP MAP (Blood Pressure Measure Accurately, Act Rapidly, and Partner With Patients), a comparative effectiveness trial with clinic‐level randomization to compare 2 scalable versions of the quality improvement program: Full Support (with support from quality improvement expert) and Self‐Guided (using only online materials). Outcomes were clinic‐level BP control (<140/90 mm Hg) and other BP‐related process metrics calculated using electronic health record data. Difference‐in‐differences were used to compare changes in outcomes from baseline to 6 months, between intervention arms, and to a nonrandomized Usual Care arm composed of 18 health systems. A total of 24 safety‐net clinics in 9 different health systems underwent randomization and then simultaneous implementation. BP control increased from 56.7% to 59.1% in the Full Support arm, and 62.0% to 63.1% in the Self‐Guided arm, whereas BP control dropped slightly from 61.3% to 60.9% in the Usual Care arm. The between‐group differences‐in‐differences were not statistically significant (Full Support versus Self‐Guided=+1.2% [95% CI, −3.2% to 5.6%], P =0.59; Full Support versus Usual Care=+3.2% [−0.5% to 6.9%], P =0.09; Self‐Guided versus Usual Care=+2.0% [−0.4% to 4.5%], P =0.10). Conclusions In this randomized trial, 2 methods of implementing a quality improvement intervention in 24 safety net clinics led to modest improvements in BP control that were not statistically significant. Registration URL: https://www.clinicaltrials.gov ; Unique identifier: NCT03818659.
Effectiveness of Standard vs Enhanced Self-measurement of Blood Pressure Paired With a Connected Smartphone Application
Pletcher, Mark J. , Modrow, Madelaine Faulkner , Todd, Jonathan , O’Brien, Emily C. , Sheer, Amy , Park, Soo , Orozco, Jaime , Maeztu, Carlos , Pletcher, Mark J , Faulkner Modrow, Madelaine , Fontil, Valy , Carton, Thomas W. , Chamberlain, Alanna M. , Vittinghoff, Eric , Lin, Feng , Wozniak, Gregory , Rakotz, Michael , Shay, Christina M. , Cooper‐DeHoff, Rhonda M.

JAMA Internal Medicine | August 19, 2022 | Volume: 182 | Issue: 10 | Pages: 1025

10.1001/jamainternmed.2022.3355 Get It

ImportanceSelf-measured blood pressure (SMBP) with commercially available connected smartphone applications may help patients effectively use SMBP measurements.ObjectiveTo determine if enhanced SMBP paired with a connected smartphone application was superior to standard SMBP for blood pressure (BP) reduction or patient satisfaction.Design, Setting, and ParticipantsThis randomized clinical trial was conducted among 23 health systems participating in PCORnet, the National Patient-Centered Clinical Research Network, and included patients who reported having uncontrolled BP at their last clinic visit, a desire to lower their BP, and a smartphone. Enrollment and randomization occurred from August 3, 2019, to December 31, 2020, which was followed by 6 months of follow-up for each patient. Analysis commenced shortly thereafter.InterventionsEligible participants were randomly assigned to enhanced SMBP using a device that paired with a connected smartphone application (enhanced) or a standard device (standard). Participants received their device in the mail, along with web-based educational materials and phone-based support as needed. No clinician engagement was undertaken, and the study provided no special mechanisms for delivering measurements to clinicians for use in BP management.Main Outcomes and MeasuresReduction in systolic BP, defined as the difference between clinic BP at baseline and the most recent clinic BP extracted from electronic health records at 6 months.ResultsEnrolled participants (1051 enhanced [50.0%] vs 1050 standard [50.0%]; 1191 women [56.7%]) were mostly middle-aged or older (mean [SD] age, 58 [13] years), nearly a third were Black or Hispanic (645 [31%]), and most were relatively comfortable using technology (mean [SD], 4.1 [1.1] of 5). The mean (SD) change in systolic BP from baseline to 6 months was −10.8 (18) mm Hg vs −10.6 (18) mm Hg (enhanced vs standard: adjusted difference, −0.19 mm Hg; 95% CI, −1.83 to 1.44;P = .81). Secondary outcomes were mostly null, except for documented attainment of BP control to lower than 140/&amp;lt;90 mm Hg, which occurred in 32% enhanced vs 29% standard groups (odds ratio, 1.15; 95% CI, 1.01-1.34). Most participants were very likely to recommend their SMBP device to a friend (70% vs 69%).Conclusions and RelevanceThis randomized clinical trial found that enhanced SMBP paired with a smartphone application is not superior to standard SMBP for BP reduction or patient satisfaction.Trial RegistrationClinicalTrials.gov Identifier:NCT03796689
Tracking Blood Pressure Control Performance and Process Metrics in 25 US Health Systems: The PCORnet Blood Pressure Control Laboratory
Cooper‐DeHoff, Rhonda M. , Fontil, Valy, Carton, Thomas, Chamberlain, Alanna M. , Todd, Jonathan, O’Brien, Emily C., Shaw, Kathryn M., Smith, Myra, Choi, Sujung, Nilles, Ester K., Ford, Daniel, Tecson, Kristen M. , Dennar, Princess E., Wu, Shenghui, McClay, James C. , Azar, Kristen , Singh, Rajbir, Modrow, Madelaine Faulkner, Shay, Christina M., Wozniak, Gregory, Pletcher, Mark J. , Nilles, Ester Kim , Modrow, Madelaine Faulkner , Ahmad, Faraz , McClay, James , Azar, Kristen , Rakotz, Michael , Pletcher, Mark J , Chamberlain, Alanna M , Faulkner Modrow, Madelaine , Cooper‐DeHoff, Rhonda M. , Fontil, Valy, Carton, Thomas, Todd, Jonathan, O’Brien, Emily C., Shaw, Kathryn M., Smith, Myra, Choi, Sujung, Ford, Daniel, Tecson, Kristen M. , Dennar, Princess E., Wu, Shenghui, Singh, Rajbir, Shay, Christina M., Wozniak, Gregory

Journal of the American Heart Association | October 6, 2021 | Volume: 10 | Issue: 21 | Pages: No page available

10.1161/jaha.121.022224 Get It

Background The National Patient‐Centered Clinical Research Network Blood Pressure Control Laboratory Surveillance System was established to identify opportunities for blood pressure (BP) control improvement and to provide a mechanism for tracking improvement longitudinally. Methods and Results We conducted a serial cross‐sectional study with queries against standardized electronic health record data in the National Patient‐Centered Clinical Research Network (PCORnet) common data model returned by 25 participating US health systems. Queries produced BP control metrics for adults with well‐documented hypertension and a recent encounter at the health system for a series of 1‐year measurement periods for each quarter of available data from January 2017 to March 2020. Aggregate weighted results are presented overall and by race and ethnicity. The most recent measurement period includes data from 1 737 995 patients, and 11 956 509 patient‐years were included in the trend analysis. Overall, 15% were Black, 52% women, and 28% had diabetes. BP control (<140/90 mm Hg) was observed in 62% (range, 44%–74%) but varied by race and ethnicity, with the lowest BP control among Black patients at 57% (odds ratio, 0.79; 95% CI, 0.66–0.94). A new class of antihypertensive medication (medication intensification) was prescribed in just 12% (range, 0.6%–25%) of patient visits where BP was uncontrolled. However, when medication intensification occurred, there was a large decrease in systolic BP (≈15 mm Hg; range, 5–18 mm Hg). Conclusions Major opportunities exist for improving BP control and reducing disparities, especially through consistent medication intensification when BP is uncontrolled. These data demonstrate substantial room for improvement and opportunities to close health equity gaps.
The PCORnet Blood Pressure Control Laboratory
Pletcher, Mark J. , Shaw, Kathryn M., Smith, Myra, Choi, Su‐Jung , Todd, Jonathan , Chamberlain, Alanna M. , O’Brien, Emily C. , Faulkner, Madelaine, Maeztu, Carlos , Wozniak, Gregory , Modrow, Madelaine Faulkner , Chamberlain, Alanna M , Pletcher, Mark J , Faulkner Modrow, Madelaine , Fontil, Valy , Carton, Thomas W. , Rakotz, Michael , Shay, Christina M. , Cooper‐DeHoff, Rhonda M.

Circulation: Cardiovascular Quality and Outcomes | March 6, 2020 | Volume: 13 | Issue: 3 | Pages: No page available

10.1161/circoutcomes.119.006115 Get It

Background: Uncontrolled blood pressure (BP) is a leading preventable cause of death that remains common in the US population despite the availability of effective medications. New technology and program innovation has high potential to improve BP but may be expensive and burdensome for patients, clinicians, health systems, and payers and may not produce desired results or reduce existing disparities in BP control. Methods and Results: The PCORnet Blood Pressure Control Laboratory is a platform designed to enable national surveillance and facilitate quality improvement and comparative effectiveness research. The platform uses PCORnet, the National Patient-Centered Clinical Research Network, for engagement of health systems and collection of electronic health record data, and the Eureka Research Platform for eConsent and collection of patient-reported outcomes and mHealth data from wearable devices and smartphones. Three demonstration projects are underway: BP track will conduct national surveillance of BP control and related clinical processes by measuring theory-derived pragmatic BP control metrics using electronic health record data, with a focus on tracking disparities over time; BP MAP will conduct a cluster-randomized trial comparing effectiveness of 2 versions of a BP control quality improvement program; BP Home will conduct an individual patient-level randomized trial comparing effectiveness of smartphone-linked versus standard home BP monitoring. Thus far, BP Track has collected electronic health record data from over 826 000 eligible patients with hypertension who completed ≈3.1 million ambulatory visits. Preliminary results demonstrate substantial room for improvement in BP control (<140/90 mm Hg), which was 58% overall, and in the clinical processes relevant for BP control. For example, only 12% of patients with hypertension with a high BP measurement during an ambulatory visit received an order for a new antihypertensive medication. Conclusions: The PCORnet Blood Pressure Control Laboratory is designed to be a reusable platform for efficient surveillance and comparative effectiveness research; results from demonstration projects are forthcoming.